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Review this Pythoncode:Python code: from inspect import signature import json import time import os import glob import logging from pathlib import Path from watchdog.observers import Observer from watchdog.observers.polling import PollingObserver from watchdog.events import PatternMatchingEventHandler from EDScoutCore.FileSystemUpdatePrompter import FileSystemUpdatePrompter class JournalChangeIdentifier: def __init__(self, journal_path=default_journal_path): pass self.journals = {} self.journal_path = journal_path logger.debug(f"watching for journal changes in {self.journal_path}") self._init_journal_lists() self._new_journal_entry_callback = None self.latest_journal = self.identify_latest_journal() # Prompter is required to force the file system to do updates on some systems so we get regular updates from the # journal watcher. self.prompter = FileSystemUpdatePrompter(self.latest_journal) def identify_latest_journal(self): if len(self.journals.keys()) == 0: return None keys = sorted(self.journals.keys()) return keys[-1] ... [16 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 40: ... [16 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 13 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 35 Unexpected indentation at line 37 Unexpected indentation at line 38 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,221
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom inspect import signature\r\nimport json\r\nimport time\r\nimport os\r\nimport glob\r\nimport logging\r\n\r\nfrom pathlib import Path\r\nfrom watchdog.observers import Observer\r\nfrom watchdog.observers.polling import PollingObserver\r\nfrom watchdog.events import PatternMatchingEventHandler\r\nfrom EDScoutCore.FileSystemUpdatePrompter import FileSystemUpdatePrompter\r\n\r\nclass JournalChangeIdentifier:\r\n\r\n def __init__(self, journal_path=default_journal_path):\r\n pass\r\n self.journals = {}\r\n self.journal_path = journal_path\r\n\r\n logger.debug(f\"watching for journal changes in {self.journal_path}\")\r\n\r\n self._init_journal_lists()\r\n self._new_journal_entry_callback = None\r\n\r\n self.latest_journal = self.identify_latest_journal()\r\n\r\n # Prompter is required to force the file system to do updates on some systems so we get regular updates from the\r\n # journal watcher.\r\n self.prompter = FileSystemUpdatePrompter(self.latest_journal)\r\n\r\n def identify_latest_journal(self):\r\n if len(self.journals.keys()) == 0:\r\n return None\r\n\r\n keys = sorted(self.journals.keys())\r\n return keys[-1]\r\n\r\n\n ... [16 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 40: ... [16 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 13\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e6b94f55392b1866e86cdeb5f1344d92e8c4dea3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import sqlite3 conn = sqlite3.connect('example.db') c = conn.cursor() import os import hashlib import time def get_file_md5(filePath): h = hashlib.md5() h.update(open(filePath,"rb").read()) return h.hexdigest() def get_file_sha256(filePath): h = hashlib.sha256() h.update(open(filePath,"rb").read()) return h.hexdigest() def get_dir_data(dir_path): dir_path = os.path.realpath(dir_path) #print next(os.walk(dir_path))[2] #print os.path.basename(dir_path) id_location = 0 id_file = 0 for dir_file in next(os.walk(dir_path))[2]: ... code continues ...
|
Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: file_name = dir_file file_md5 = get_file_md5(dir_file) file_sha256 = get_file_sha256(dir_file) file_size = os.path.getsize(dir_file)
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intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 549
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport sqlite3\nconn = sqlite3.connect('example.db')\n\nc = conn.cursor()\n\n\nimport os\nimport hashlib\nimport time\n\ndef get_file_md5(filePath):\n\th = hashlib.md5()\n\th.update(open(filePath,\"rb\").read())\n\treturn h.hexdigest()\n\ndef get_file_sha256(filePath):\n\th = hashlib.sha256()\n\th.update(open(filePath,\"rb\").read())\n\treturn h.hexdigest()\n\n\ndef get_dir_data(dir_path):\n\tdir_path = os.path.realpath(dir_path)\n\t\n\t#print next(os.walk(dir_path))[2]\n\t#print os.path.basename(dir_path)\n\t\n\tid_location = 0\n\tid_file = 0\n\tfor dir_file in next(os.walk(dir_path))[2]:\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\t\tfile_name = dir_file\n\t\tfile_md5 = get_file_md5(dir_file)\n\t\tfile_sha256 = get_file_sha256(dir_file)\n\t\tfile_size = os.path.getsize(dir_file)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
e6ba0dc97e3a9015e73a33e1fbadd9852c0606ea
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ Migration script to add 'ldda_parent_id' column to the implicitly_converted_dataset_association table. """ from sqlalchemy import * from sqlalchemy.orm import * from migrate import * from migrate.changeset import * import logging log = logging.getLogger( __name__ ) metadata = MetaData() def upgrade(migrate_engine): metadata.bind = migrate_engine print __doc__ metadata.reflect() try: Implicitly_converted_table = Table( "implicitly_converted_dataset_association", metadata, autoload=True ) if migrate_engine.name != 'sqlite': c = Column( "ldda_parent_id", Integer, ForeignKey( "library_dataset_dataset_association.id" ), index=True, nullable=True ) else: #Can't use the ForeignKey in sqlite. c = Column( "ldda_parent_id", Integer, index=True, nullable=True ) c.create( Implicitly_converted_table, index_name="ix_implicitly_converted_dataset_assoc_ldda_parent_id") assert c is Implicitly_converted_table.c.ldda_parent_id except Exception, e: print "Adding ldda_parent_id column to implicitly_converted_dataset_association table failed: %s" % str( e ) log.debug( "Adding ldda_parent_id column to implicitly_converted_dataset_association table failed: %s" % str( e ) ) def downgrade(migrate_engine): metadata.bind = migrate_engine metadata.reflect() try: Implicitly_converted_table = Table( "implicitly_converted_dataset_association", metadata, autoload=True ) Implicitly_converted_table.c.ldda_parent_id.drop() except Exception, e: print "Dropping ldda_parent_id column from implicitly_converted_dataset_association table failed: %s" % str( e ) log.debug( "Dropping ldda_parent_id column from implicitly_converted_dataset_association table failed: %s" % str( e ) )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 1,834
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nMigration script to add 'ldda_parent_id' column to the implicitly_converted_dataset_association table.\n\"\"\"\n\nfrom sqlalchemy import *\nfrom sqlalchemy.orm import *\nfrom migrate import *\nfrom migrate.changeset import *\n\nimport logging\nlog = logging.getLogger( __name__ )\n\nmetadata = MetaData()\n\ndef upgrade(migrate_engine):\n metadata.bind = migrate_engine\n print __doc__\n metadata.reflect()\n try:\n Implicitly_converted_table = Table( \"implicitly_converted_dataset_association\", metadata, autoload=True )\n if migrate_engine.name != 'sqlite':\n c = Column( \"ldda_parent_id\", Integer, ForeignKey( \"library_dataset_dataset_association.id\" ), index=True, nullable=True )\n else:\n #Can't use the ForeignKey in sqlite.\n c = Column( \"ldda_parent_id\", Integer, index=True, nullable=True )\n c.create( Implicitly_converted_table, index_name=\"ix_implicitly_converted_dataset_assoc_ldda_parent_id\")\n assert c is Implicitly_converted_table.c.ldda_parent_id\n except Exception, e:\n print \"Adding ldda_parent_id column to implicitly_converted_dataset_association table failed: %s\" % str( e )\n log.debug( \"Adding ldda_parent_id column to implicitly_converted_dataset_association table failed: %s\" % str( e ) )\n\ndef downgrade(migrate_engine):\n metadata.bind = migrate_engine\n metadata.reflect()\n try:\n Implicitly_converted_table = Table( \"implicitly_converted_dataset_association\", metadata, autoload=True )\n Implicitly_converted_table.c.ldda_parent_id.drop()\n except Exception, e:\n print \"Dropping ldda_parent_id column from implicitly_converted_dataset_association table failed: %s\" % str( e )\n log.debug( \"Dropping ldda_parent_id column from implicitly_converted_dataset_association table failed: %s\" % str( e ) )"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6ba0ea03b3d3e18b20568efd5fed882e88148ea
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import pandas as pd import numpy as np import matplotlib.pyplot as plt import prince from sklearn import utils from sklearn.cluster import DBSCAN import itertools from cmca import CMCA from ccmca import CCMCA from matplotlib import rc def fillna_based_on_dtype(df): for key in dict(df.dtypes).keys(): if df.dtypes[key] == np.object: df[key] = df[key].fillna('na') else: df[key] = df[key].fillna(99) ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 19: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 15 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
oop
|
debugging
|
Pythoncode:Python
| 1
| 0
| 491
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport prince\nfrom sklearn import utils\nfrom sklearn.cluster import DBSCAN\nimport itertools\nfrom cmca import CMCA\nfrom ccmca import CCMCA\nfrom matplotlib import rc\ndef fillna_based_on_dtype(df):\n for key in dict(df.dtypes).keys():\n if df.dtypes[key] == np.object:\n df[key] = df[key].fillna('na')\n else:\n df[key] = df[key].fillna(99)\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 19: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e6bacf59de7852cf3a5c740a8171a4aa7144b26c
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ Problem: Given a list of possibly overlapping intervals, return a new list of intervals where all overlapping intervals have been merged. The input list is not necessarily ordered in any way. For example, given [(1, 3), (5, 8), (4, 10), (20, 25)], you should return [(1, 3), (4, 10), (20, 25)]. """ from typing import List, Tuple def merge_intervals(intervals: List[Tuple[int, int]]) -> List[Tuple[int, int]]: intervals.sort(key=lambda x: x[0]) merged_intervals = [] start = intervals[0][0] end = intervals[0][1] # generating the merged intervals for interval in intervals[1:]: curr_start, curr_end = interval Error: IndentationError / Incomplete Function
|
Fixed Code: """ Problem: Given a list of possibly overlapping intervals, return a new list of intervals where all overlapping intervals have been merged. The input list is not necessarily ordered in any way. For example, given [(1, 3), (5, 8), (4, 10), (20, 25)], you should return [(1, 3), (4, 10), (20, 25)]. """ from typing import List, Tuple def merge_intervals(intervals: List[Tuple[int, int]]) -> List[Tuple[int, int]]: intervals.sort(key=lambda x: x[0]) merged_intervals = [] start = intervals[0][0] end = intervals[0][1] Explanation: Complete the function 'merge_intervals' body and add missing return
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 651
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\nProblem:\n\nGiven a list of possibly overlapping intervals, return a new list of intervals where\nall overlapping intervals have been merged.\n\nThe input list is not necessarily ordered in any way.\n\nFor example, given [(1, 3), (5, 8), (4, 10), (20, 25)], you should return\n[(1, 3), (4, 10), (20, 25)].\n\"\"\"\n\nfrom typing import List, Tuple\n\n\ndef merge_intervals(intervals: List[Tuple[int, int]]) -> List[Tuple[int, int]]:\n intervals.sort(key=lambda x: x[0])\n merged_intervals = []\n start = intervals[0][0]\n end = intervals[0][1]\n # generating the merged intervals\n for interval in intervals[1:]:\n curr_start, curr_end = interval\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\nProblem:\n\nGiven a list of possibly overlapping intervals, return a new list of intervals where\nall overlapping intervals have been merged.\n\nThe input list is not necessarily ordered in any way.\n\nFor example, given [(1, 3), (5, 8), (4, 10), (20, 25)], you should return\n[(1, 3), (4, 10), (20, 25)].\n\"\"\"\n\nfrom typing import List, Tuple\n\n\ndef merge_intervals(intervals: List[Tuple[int, int]]) -> List[Tuple[int, int]]:\n intervals.sort(key=lambda x: x[0])\n merged_intervals = []\n start = intervals[0][0]\n end = intervals[0][1]\n\n Explanation: Complete the function 'merge_intervals' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e6bb99021b44144da731911de204a7afc66e8789
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import time import emoji # Put your commands here def setup(): import RPi.GPIO as GPIO import slackbot_wems.chris.light as lite import slackbot_wems.chris.segment7 as segment GPIO.setmode(GPIO.BCM) GPIO.setwarnings(False) # Pin Setup GPIO.setup(17, GPIO.OUT) # BLUE LED GPIO.setup(27, GPIO.OUT) # RED LED GPIO.setup(5, GPIO.OUT) # GREEN LED GPIO.setup(22, GPIO.OUT) # YELLOW LED GPIO.setup(12, GPIO.OUT) # LDR setup = False # Your handling code goes in this function def handle_command(command): """ Determine if the command is valid. If so, take action and return a response, if necessary. """ if not setup: setup_gpio() setup = True response = "" if command.find(COMMAND1) >= 0: response = str("Surprise!") elif command.find(COMMAND2) >= 0: response = (emoji.emojize('Python\n is\n :thumbs_up: :thumbs_up: :thumbs_up:')) # Blue LED Commands elif command.find(BLUEON) >= 0: GPIO.output(17, True) response = emoji.emojize("" + "Turning :radio_button: ON...") elif command.find(BLUEOFF) >= 0: GPIO.output(17, False) response = emoji.emojize("" + "Turning :radio_button: OFF...") # Red LED Commands elif command.find(REDON) >= 0: GPIO.output(27, True) response = emoji.emojize("" + "Turning :red_circle: ON...") elif command.find(REDOFF) >= 0: GPIO.output(27, False) response = emoji.emojize("" + "Turning :red_circle: OFF...") # Green LED Commands elif command.find(GREENON) >= 0: GPIO.output(5, True) response = emoji.emojize("" + "Turning :green_apple: ON...") elif command.find(GREENOFF) >= 0: GPIO.output(5, False) response = emoji.emojize("" + "Turning :green_apple: OFF...") # Yellow LED Commands elif command.find(YELLOWON) >= 0: GPIO.output(22, True) response = emoji.emojize("" + "Turning :sunny: ON...") elif command.find(YELLOWOFF) >= 0: GPIO.output(22, False) response = emoji.emojize("" + "Turning :sunny: OFF...") # 7 Segment Commands elif command.find(CLOCK) >= 0: print('Updating the clock!') response = segment.updateClock() elif command.find(SCRAMBLE) >= 0: print(emoji.emojize(":egg: There is nothing better than scrambled eggs! :egg:")) response = segment.scramble() elif command.find(HACKER) >= 0: print('Message') response = segment.hacker() elif command.find(SINGLEREADING) >= 0: a = lite.printReading() a = int(a) time.sleep(1) print(a) response = ('Here is what the LDR Sensor said to me: ' + str(a)) return response
|
Functions: setup, handle_command This code demonstrates Pythoncode:Python programming.
|
intermediate
|
ui
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,777
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport time\nimport emoji\n\n# Put your commands here\ndef setup():\n import RPi.GPIO as GPIO\n\n import slackbot_wems.chris.light as lite\n import slackbot_wems.chris.segment7 as segment\n \n GPIO.setmode(GPIO.BCM)\n GPIO.setwarnings(False)\n\n # Pin Setup\n GPIO.setup(17, GPIO.OUT) # BLUE LED\n GPIO.setup(27, GPIO.OUT) # RED LED\n GPIO.setup(5, GPIO.OUT) # GREEN LED\n GPIO.setup(22, GPIO.OUT) # YELLOW LED\n \n GPIO.setup(12, GPIO.OUT) # LDR \n\nsetup = False\n\n# Your handling code goes in this function\ndef handle_command(command):\n \"\"\"\n Determine if the command is valid. If so, take action and return\n a response, if necessary.\n\n \"\"\"\n\n if not setup:\n setup_gpio()\n setup = True\n\n response = \"\"\n if command.find(COMMAND1) >= 0:\n response = str(\"Surprise!\") \n elif command.find(COMMAND2) >= 0:\n response = (emoji.emojize('Python\\n is\\n :thumbs_up: :thumbs_up: :thumbs_up:'))\n\n# Blue LED Commands\n elif command.find(BLUEON) >= 0:\n GPIO.output(17, True)\n response = emoji.emojize(\"\" + \"Turning :radio_button: ON...\")\n\n elif command.find(BLUEOFF) >= 0:\n GPIO.output(17, False)\n response = emoji.emojize(\"\" + \"Turning :radio_button: OFF...\")\n \n# Red LED Commands\n elif command.find(REDON) >= 0:\n GPIO.output(27, True)\n response = emoji.emojize(\"\" + \"Turning :red_circle: ON...\")\n\n elif command.find(REDOFF) >= 0:\n GPIO.output(27, False)\n response = emoji.emojize(\"\" + \"Turning :red_circle: OFF...\")\n \n# Green LED Commands\n elif command.find(GREENON) >= 0:\n GPIO.output(5, True)\n response = emoji.emojize(\"\" + \"Turning :green_apple: ON...\")\n\n elif command.find(GREENOFF) >= 0:\n GPIO.output(5, False)\n response = emoji.emojize(\"\" + \"Turning :green_apple: OFF...\")\n \n# Yellow LED Commands\n elif command.find(YELLOWON) >= 0:\n GPIO.output(22, True)\n response = emoji.emojize(\"\" + \"Turning :sunny: ON...\")\n\n elif command.find(YELLOWOFF) >= 0:\n GPIO.output(22, False)\n response = emoji.emojize(\"\" + \"Turning :sunny: OFF...\")\n\n# 7 Segment Commands\n elif command.find(CLOCK) >= 0:\n print('Updating the clock!')\n response = segment.updateClock()\n\n elif command.find(SCRAMBLE) >= 0:\n print(emoji.emojize(\":egg: There is nothing better than scrambled eggs! :egg:\"))\n response = segment.scramble()\n\n elif command.find(HACKER) >= 0:\n print('Message')\n response = segment.hacker()\n \n elif command.find(SINGLEREADING) >= 0:\n a = lite.printReading()\n a = int(a)\n time.sleep(1)\n print(a)\n response = ('Here is what the LDR Sensor said to me: ' + str(a)) \n\n return response"}, {"role": "assistant", "content": " Functions: setup, handle_command\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6bbb3606fdfbd374577782a243b3f2af19f5e8d
|
TheStack--python--000.parquet
|
Repair the syntax errors 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. # -------------------------------------------------------------------------- from typing import TYPE_CHECKING import warnings from azure.core.exceptions import ClientAuthenticationError, HttpResponseError, ResourceExistsError, ResourceNotFoundError, map_error from azure.core.paging import ItemPaged from azure.core.pipeline import PipelineResponse from azure.core.pipeline.transport import HttpRequest, HttpResponse from azure.core.polling import LROPoller, NoPolling, PollingMethod from azure.mgmt.core.exceptions import ARMErrorFormat from azure.mgmt.core.polling.arm_polling import ARMPolling from .. import models class GremlinResourcesOperations(object): """GremlinResourcesOperations operations. You should not instantiate this class directly. Instead, you should create a Client instance that instantiates it for you and attaches it as an attribute. :ivar models: Alias to model classes used in this operation group. :type models: ~azure.mgmt.cosmosdb.models :param client: Client for service requests. :param config: Configuration of service client. :param serializer: An object model serializer. :param deserializer: An object model deserializer. """ models = models def __init__(self, cl
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 22 • Unclosed '(' at line 37 - expected ')' • SyntaxError: '(' was never closed at line 37 Fixes: • Add closing quote at line 22 • Add closing ')' bracket • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 1,643
| true
|
[{"role": "user", "content": "Repair the syntax errors 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# --------------------------------------------------------------------------\nfrom typing import TYPE_CHECKING\nimport warnings\n\nfrom azure.core.exceptions import ClientAuthenticationError, HttpResponseError, ResourceExistsError, ResourceNotFoundError, map_error\nfrom azure.core.paging import ItemPaged\nfrom azure.core.pipeline import PipelineResponse\nfrom azure.core.pipeline.transport import HttpRequest, HttpResponse\nfrom azure.core.polling import LROPoller, NoPolling, PollingMethod\nfrom azure.mgmt.core.exceptions import ARMErrorFormat\nfrom azure.mgmt.core.polling.arm_polling import ARMPolling\n\nfrom .. import models\n\nclass GremlinResourcesOperations(object):\n \"\"\"GremlinResourcesOperations operations.\n\n You should not instantiate this class directly. Instead, you should create a Client instance that\n instantiates it for you and attaches it as an attribute.\n\n :ivar models: Alias to model classes used in this operation group.\n :type models: ~azure.mgmt.cosmosdb.models\n :param client: Client for service requests.\n :param config: Configuration of service client.\n :param serializer: An object model serializer.\n :param deserializer: An object model deserializer.\n \"\"\"\n\n models = models\n\n def __init__(self, cl"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 22\n \u2022 Unclosed '(' at line 37 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 37\n\n Fixes:\n \u2022 Add closing quote at line 22\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e6bdcee8c086f35e2a59b7fc819faaf2312d18c6
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def clear_discovery_hash(hass, discovery_hash: """Clear entry in ALREADY_DISCOVERED list.""" del hass.data[ALREADY_DISCOVERED][discovery_hash] ... [1 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
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Fixed Code: def clear_discovery_hash(hass, discovery_hash): """Clear entry in ALREADY_DISCOVERED list.""" del hass.data[ALREADY_DISCOVERED][discovery_hash] ... [1 more functiondefs truncated] ... Explanation: Add missing ')' bracket at line 1
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intermediate
|
data_processing
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error_fixing
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Pythoncode:Python
| 1
| 0
| 200
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef clear_discovery_hash(hass, discovery_hash:\n \"\"\"Clear entry in ALREADY_DISCOVERED list.\"\"\"\n del hass.data[ALREADY_DISCOVERED][discovery_hash]\n\n\n\n ... [1 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef clear_discovery_hash(hass, discovery_hash):\n \"\"\"Clear entry in ALREADY_DISCOVERED list.\"\"\"\n del hass.data[ALREADY_DISCOVERED][discovery_hash]\n\n\n\n ... [1 more functiondefs truncated] ...\n\n Explanation: Add missing ')' bracket at line 1"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e6bde93bee8b10728e74b15763f724d08484c86a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2019 Google LLC. 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 _create_model_server_runner( model_path: str, serving_binary: serving_bins.ServingBinary, serving_spec: infra_validator_pb2.ServingSpec): """Create a ModelServerRunner from a model, a ServingBinary and a ServingSpec. Args: model_path: An IV-flavored model path. (See model_path_utils.py) serving_binary: One of ServingBinary instances parsed from the `serving_spec`. serving_spec: A ServingSpec instance of this infra validation. Returns: A ModelServerRunner. """ platform = serving_spec.WhichOneof('serving_platform') if platform == 'local_docker': return local_docker_runner.LocalDockerRunner( model_path=model_path, serving_binary=serving_binary, serving_spec=serving_spec ) elif platform == 'kubernetes': return kubernetes_runner.KubernetesRunner( model_path=model_path, serving_binary=serving_binary, serving_spec=serving_spec ) else: raise NotImplementedError('Invalid serving_platform {}'.format(platform)) def _convert_to_prediction_log(request: iv_types.Request): """Try convert infra validation request to TF-Serving PredictionLog.""" if isinstance(request, classification_pb2.ClassificationRequest): return prediction_log_pb2.PredictionLog( classify_log=prediction_log_pb2.ClassifyLog(request=request)) elif isinstance(request, regression_pb2.RegressionRequest): return prediction_log_pb2.PredictionLog( regress_log=prediction_log_pb2.RegressLog(request=request)) elif isinstance(request, predict_pb2.PredictRequest): return prediction_log_pb2.PredictionLog( predict_log=prediction_log_pb2.PredictLog(request=request)) else: raise NotImplementedError( f'Cannot convert {type(request)} to PredictionLog') def _mark_blessed(blessing: types.Artifact) -> None: logging.info('Model passed infra validation.') io_utils.write_string_file( os.path.join(blessing.uri, _BLESSED_FILENAME), '') blessing.set_int_custom_property(_BLESSED_KEY, 1) def _mark_not_blessed(blessing: types.Artifact) -> None: logging.info('Model failed infra validation.') io_utils.write_string_file( os.path.join(blessing.uri, _NOT_BLESSED_FILENAME), '') blessing.set_int_custom_property(_BLESSED_KEY, 0) ... [12 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 18 Invalid syntax at line 77: ... [12 more classdefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 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 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 ✨ Improvements: Complete the expression on the last line Add closing quote at line 18 Review syntax near the error location
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intermediate
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api
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code_review
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Pythoncode:Python
| 4
| 0
| 2,938
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2019 Google LLC. 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.\ndef _create_model_server_runner(\n model_path: str,\n serving_binary: serving_bins.ServingBinary,\n serving_spec: infra_validator_pb2.ServingSpec):\n \"\"\"Create a ModelServerRunner from a model, a ServingBinary and a ServingSpec.\n\n Args:\n model_path: An IV-flavored model path. (See model_path_utils.py)\n serving_binary: One of ServingBinary instances parsed from the\n `serving_spec`.\n serving_spec: A ServingSpec instance of this infra validation.\n\n Returns:\n A ModelServerRunner.\n \"\"\"\n platform = serving_spec.WhichOneof('serving_platform')\n if platform == 'local_docker':\n return local_docker_runner.LocalDockerRunner(\n model_path=model_path,\n serving_binary=serving_binary,\n serving_spec=serving_spec\n )\n elif platform == 'kubernetes':\n return kubernetes_runner.KubernetesRunner(\n model_path=model_path,\n serving_binary=serving_binary,\n serving_spec=serving_spec\n )\n else:\n raise NotImplementedError('Invalid serving_platform {}'.format(platform))\n\n\ndef _convert_to_prediction_log(request: iv_types.Request):\n \"\"\"Try convert infra validation request to TF-Serving PredictionLog.\"\"\"\n if isinstance(request, classification_pb2.ClassificationRequest):\n return prediction_log_pb2.PredictionLog(\n classify_log=prediction_log_pb2.ClassifyLog(request=request))\n elif isinstance(request, regression_pb2.RegressionRequest):\n return prediction_log_pb2.PredictionLog(\n regress_log=prediction_log_pb2.RegressLog(request=request))\n elif isinstance(request, predict_pb2.PredictRequest):\n return prediction_log_pb2.PredictionLog(\n predict_log=prediction_log_pb2.PredictLog(request=request))\n else:\n raise NotImplementedError(\n f'Cannot convert {type(request)} to PredictionLog')\n\n\ndef _mark_blessed(blessing: types.Artifact) -> None:\n logging.info('Model passed infra validation.')\n io_utils.write_string_file(\n os.path.join(blessing.uri, _BLESSED_FILENAME), '')\n blessing.set_int_custom_property(_BLESSED_KEY, 1)\n\n\ndef _mark_not_blessed(blessing: types.Artifact) -> None:\n logging.info('Model failed infra validation.')\n io_utils.write_string_file(\n os.path.join(blessing.uri, _NOT_BLESSED_FILENAME), '')\n blessing.set_int_custom_property(_BLESSED_KEY, 0)\n\n\n\n ... [12 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 18\n Invalid syntax at line 77: ... [12 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\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 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 59\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 18\n Review syntax near the error location"}]
| false
| null | null | null |
e6be7a1b7add8b9481d98005ea50f939d83dd351
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def write(message: str): print("org.allnix", message def read() -> str: """Returns a string""" return "org.allnix"
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 2 - expected ')' • SyntaxError: '(' was never closed at line 2 Fix: Add missing ')' bracket at line 2
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beginner
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general
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error_detection
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Pythoncode:Python
| 2
| 0
| 129
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef write(message: str):\n print(\"org.allnix\", message\n\n\ndef read() -> str:\n \"\"\"Returns a string\"\"\"\n return \"org.allnix\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 2 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 2\n\n Fix: Add missing ')' bracket at line 2"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e6bf66183d1220ed94fa05bc46a4ec69c5cf4ba5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # from folder workMETRLA # MODEL CODE # -*- coding: utf-8 -*- class One_hot_encoder(nn.Module): def __init__(self, embed_size, time_num=288): super(One_hot_encoder, self).__init__() self.time_num = time_num self.I = nn.Parameter(torch.eye(time_num, time_num, requires_grad=True)) self.onehot_Linear = nn.Linear(time_num, embed_size) # 线性层改变one hot编码维度 def forward(self, i, N=25, T=12): if i % self.time_num + T > self.time_num: o1 = self.I[i % self.time_num:, :] o2 = self.I[0: (i + T) % self.time_num, :] onehot = torch.cat((o1, o2), 0) else: onehot = self.I[i % self.time_num: i % self.time_num + T, :] # onehot = onehot.repeat(N, 1, 1) onehot = onehot.expand(N, T, self.time_num) onehot = self.onehot_Linear(onehot) return onehot ''' Attention 基础代码 ScaledDotProductAttention 是
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 28 • SyntaxError: unterminated triple-quoted string literal (detected at line 31) at line 28 Fix: Close the string literal with matching quote
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advanced
|
database
|
error_detection
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Pythoncode:Python
| 4
| 3
| 955
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# from folder workMETRLA\r\n\r\n# MODEL CODE\r\n# -*- coding: utf-8 -*-\r\nclass One_hot_encoder(nn.Module):\r\n def __init__(self, embed_size, time_num=288):\r\n super(One_hot_encoder, self).__init__()\r\n\r\n self.time_num = time_num\r\n self.I = nn.Parameter(torch.eye(time_num, time_num, requires_grad=True))\r\n self.onehot_Linear = nn.Linear(time_num, embed_size) # \u7ebf\u6027\u5c42\u6539\u53d8one hot\u7f16\u7801\u7ef4\u5ea6\r\n\r\n def forward(self, i, N=25, T=12):\r\n\r\n if i % self.time_num + T > self.time_num:\r\n o1 = self.I[i % self.time_num:, :]\r\n o2 = self.I[0: (i + T) % self.time_num, :]\r\n onehot = torch.cat((o1, o2), 0)\r\n else:\r\n onehot = self.I[i % self.time_num: i % self.time_num + T, :]\r\n\r\n # onehot = onehot.repeat(N, 1, 1)\r\n onehot = onehot.expand(N, T, self.time_num)\r\n onehot = self.onehot_Linear(onehot)\r\n return onehot\r\n\r\n\r\n'''\r\nAttention \u57fa\u7840\u4ee3\u7801\r\n\r\nScaledDotProductAttention \u662f"}, {"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 28\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 31) at line 28\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e6bfbff8f4c4eb14d73dd394e1c8390a8c552bf9
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # animation for medium article from termcolor import colored import time import imageio import pyautogui pyautogui.FAILSAFE = True matrix = [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 2, 2, 2, 0, 0, 0], [0, 0, 0, 0, 0, 2, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 0, 1, 1, 1, 1, 1, 1, 1, 0], [1, 0, 1, 0, 0, 0, 0, 1, 0, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1]] lst = set() for i in range(21): for z in range(10): for row in range(len(matrix)): if 0 not in matrix[row]: lst.add(row) if (i == 20 or i > row) and row in lst: print(colored("1 " * 10, "green")) else: ... code continues ...
|
Completion: Missing: If statement incomplete - else clause truncated To complete: • Complete if-else statement Example continuation: for element in range(len(matrix[row])): if i == row and z == element: print(colored(matrix[row][element], "green"), end=" ", flush=False) elif matrix[row][element] == 1: print(colored(matrix[row][element], "red"), end=" ", flush=False)
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 1,256
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# animation for medium article\n\nfrom termcolor import colored\nimport time\nimport imageio\nimport pyautogui\n\npyautogui.FAILSAFE = True\n\nmatrix = [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 2, 2, 2, 0, 0, 0],\n [0, 0, 0, 0, 0, 2, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n [1, 0, 1, 1, 1, 1, 1, 1, 1, 0],\n [1, 0, 1, 0, 0, 0, 0, 1, 0, 1],\n [1, 1, 1, 1, 1, 1, 1, 1, 1, 1],\n [0, 1, 0, 1, 0, 1, 0, 0, 1, 1],\n [1, 1, 1, 1, 1, 1, 1, 1, 1, 1]]\n\nlst = set()\nfor i in range(21):\n for z in range(10):\n for row in range(len(matrix)):\n if 0 not in matrix[row]:\n lst.add(row)\n if (i == 20 or i > row) and row in lst:\n print(colored(\"1 \" * 10, \"green\"))\n else:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If statement incomplete - else clause truncated\n\n To complete:\n \u2022 Complete if-else statement\n\n Example continuation:\n for element in range(len(matrix[row])):\n if i == row and z == element:\n print(colored(matrix[row][element], \"green\"), end=\" \", flush=False)\n elif matrix[row][element] == 1:\n print(colored(matrix[row][element], \"red\"), end=\" \", flush=False)"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
e6c28ea190ebaccb28d1869f9e2a7ef2b94d001d
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.db import models from products.models import Product from utils.models import Utility class Inventory(Utility): inventory_number = models.CharField(unique=True, max_length=100, blank=True, null=True) supplier = models.CharField(max_length=100, blank=True, null=True) user = models.ForeignKey('auth.User', on_delete=models.SET_NULL, blank=True, null=True) is_adjusment = models.BooleanField(default=False) def __str__(self): return self.inventory_number class InventoryItem(Utility): inventory = models.ForeignKey(Inventory, on_delete=models.CASCADE) product = models.ForeignKey(Product, on_delete=models.CASCADE) quantity = models.PositiveIntegerField(default=1) def __str__(self): return self.product.name
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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machine_learning
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refactoring
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Pythoncode:Python
| 2
| 2
| 782
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.db import models\n\nfrom products.models import Product\nfrom utils.models import Utility\n\n\nclass Inventory(Utility):\n inventory_number = models.CharField(unique=True, max_length=100, blank=True, null=True)\n supplier = models.CharField(max_length=100, blank=True, null=True)\n user = models.ForeignKey('auth.User', on_delete=models.SET_NULL, blank=True, null=True)\n is_adjusment = models.BooleanField(default=False)\n\n def __str__(self):\n return self.inventory_number\n\n\nclass InventoryItem(Utility):\n inventory = models.ForeignKey(Inventory, on_delete=models.CASCADE)\n product = models.ForeignKey(Product, on_delete=models.CASCADE)\n quantity = models.PositiveIntegerField(default=1)\n\n def __str__(self):\n return self.product.name"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6c3d9a702952ceabdb0472e2fb0bedbc90655bc
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.shortcuts import render from hierarchical_app.models import Folder # Create your views here. def index_view(request): return render(request, 'index.html', {'welcome': "Welcome to Kens Hierarchical Data and You assessment", 'folders': Folder.objects.all()})
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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api
|
refactoring
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Pythoncode:Python
| 1
| 0
| 276
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.shortcuts import render\nfrom hierarchical_app.models import Folder\n# Create your views here.\n\n\ndef index_view(request):\n return render(request, 'index.html', {'welcome': \"Welcome to Kens Hierarchical Data and You assessment\", 'folders': Folder.objects.all()})"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6c4f83ee3a07eb68063b52c122a3a5c692004c3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import sys import os import argparse import logging import json import time import subprocess from shutil import copyfile import numpy as np from sklearn import metrics from easydict import EasyDict as edict import torch from torch.utils.data import DataLoader import torch.nn.functional as F from torch.nn import DataParallel from vit_pytorch import ViT from tensorboardX import SummaryWriter def get_loss(output, target, index, device, cfg): if cfg.criterion == 'BCE': for num_class in cfg.num_classes: assert num_class == 1 target = target[:, index].view(-1) pos_weight = torch.from_numpy( np.array(cfg.pos_weight, dtype=np.float32)).to(device).type_as(target) if cfg.batch_weight: if target.sum() == 0: loss = torch.tensor(0., requires_grad=True).to(device) else: weight = (target.size()[0] - target.sum()) / target.sum() loss = F.binary_cross_entropy_with_logits( output[index].view(-1), target, pos_weight=weight) else: loss = F.binary_cross_entropy_with_logits( output[index].view(-1), target, pos_weight=pos_weight[index]) label = torch.sigmoid(output[index].view(-1)).ge(0.5).float() acc = (target == label).float().sum() / len(label) else: raise Exception('Unknown criterion : {}'.format(cfg.criterion)) return (loss, acc) ... [4 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,527
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport sys\nimport os\nimport argparse\nimport logging\nimport json\nimport time\nimport subprocess\nfrom shutil import copyfile\n\nimport numpy as np\nfrom sklearn import metrics\nfrom easydict import EasyDict as edict\nimport torch\nfrom torch.utils.data import DataLoader\nimport torch.nn.functional as F\nfrom torch.nn import DataParallel\nfrom vit_pytorch import ViT\nfrom tensorboardX import SummaryWriter\n\ndef get_loss(output, target, index, device, cfg):\n if cfg.criterion == 'BCE':\n for num_class in cfg.num_classes:\n assert num_class == 1\n target = target[:, index].view(-1)\n pos_weight = torch.from_numpy(\n np.array(cfg.pos_weight,\n dtype=np.float32)).to(device).type_as(target)\n if cfg.batch_weight:\n if target.sum() == 0:\n loss = torch.tensor(0., requires_grad=True).to(device)\n else:\n weight = (target.size()[0] - target.sum()) / target.sum()\n loss = F.binary_cross_entropy_with_logits(\n output[index].view(-1), target, pos_weight=weight)\n else:\n loss = F.binary_cross_entropy_with_logits(\n output[index].view(-1), target, pos_weight=pos_weight[index])\n\n label = torch.sigmoid(output[index].view(-1)).ge(0.5).float()\n acc = (target == label).float().sum() / len(label)\n else:\n raise Exception('Unknown criterion : {}'.format(cfg.criterion))\n\n return (loss, acc)\n\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 |
e6c52e70a50ff76dae5fa9533aa70b45708e60ab
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: groupSize = input() groups = list(map(int,input().split(' '))) tmpArray1 = set() tmpArray2 = set() for i in groups: if i in tmpArray1: tmpArray2.discard(i) else: tmpArray1.add(i) tmpArray2.add(i) for i in tmpArray2: print(i)
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Code Review: ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 10 ✨ Improvements: Remove debug print() at line 13 before production
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intermediate
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 262
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ngroupSize = input()\ngroups = list(map(int,input().split(' ')))\ntmpArray1 = set()\ntmpArray2 = set()\nfor i in groups:\n if i in tmpArray1:\n tmpArray2.discard(i)\n else:\n tmpArray1.add(i)\n tmpArray2.add(i)\n\nfor i in tmpArray2:\n print(i)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 10\n\n\u2728 Improvements:\n Remove debug print() at line 13 before production"}]
| false
| null | null | null |
e6c580f84de62db4b9d20acb6cce98ce88761586
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import unittest from hf_src.main import soma class TestSoma(unittest.TestCase): def test_retorno_soma_15_30(self): self.assertEqual(soma(15, 30), 45)
|
Functions: test_retorno_soma_15_30 Classes: TestSoma This code demonstrates Pythoncode:Python programming.
|
beginner
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 164
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport unittest\nfrom hf_src.main import soma\n\n\nclass TestSoma(unittest.TestCase):\n def test_retorno_soma_15_30(self):\n self.assertEqual(soma(15, 30), 45)"}, {"role": "assistant", "content": " Functions: test_retorno_soma_15_30\n Classes: TestSoma\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6c60d4fe212527f51e4cf099e6d8185c934aa4e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import copy import json from oic.utils.authn.client import CLIENT_AUTHN_METHOD from oic.utils.keyio import KeyJar from oic.utils.keyio import KeyBundle class OIDCError(Exception): pass def flow2sequence(operations, item): flow = operations.FLOWS[item] return [operations.PHASES[phase] for phase in flow["sequence"]] class OIDCTestSetup(object): def __init__(self, client_cls, config, test_defs): """ :param config: Imported configuration module :return: """ self.client_cls = client_cls self.config = config self.test_features = [] self.client = self.create_client(**config.CLIENT) self.test_defs = test_defs def create_client(self, **kwargs): """ Instantiate a _client instance :param: Keyword arguments Keys are ["srv_discovery_url", "client_info", "client_registration", "provider_info". "keys] :return: _client instance """ _key_set = set(kwargs.keys()) args = {} _client = self.client_cls(client_authn_method=CLIENT_AUTHN_METHOD, behaviour=kwargs["behaviour"], verify_ssl=self.config.VERIFY_SSL, **args) # The behaviour parameter is not significant for the election process _key_set.discard("behaviour") try: setattr(_client, "allow", kwargs["allow"]) except KeyError: pass else: _key_set.discard("allow") try: jwks = self.construct_jwks(_client, kwargs["keys"]) except KeyError: pass else: # export JWKS f = open("export/jwk.json", "w") f.write(json.dumps(jwks)) f.close() _client.jwks_uri = self.config.CLIENT["key_export_url"] self.test_features = _key_set try: _client.client_prefs = copy.copy(kwargs["preferences"]) except KeyError: pass else: _key_set.discard("preferences") if "client_info" in _key_set: _client.redirect_uris = self.config.CLIENT[ "client_info"]["redirect_uris"] elif "client_registration" in _key_set: reg_info = self.config.CLIENT["client_registration"] _client.redirect_uris = reg_info["redirect_uris"] _client.client_id = reg_info["client_id"] _client.client_secret = reg_info["client_secret"] return _client @staticmethod ... [5 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 19 • IndentationError at line 81 Fixes: • Complete the expression on the last line • Add closing quote at line 19 • Fix indentation to match Python syntax rules
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 2
| 2,625
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport copy\nimport json\n\nfrom oic.utils.authn.client import CLIENT_AUTHN_METHOD\nfrom oic.utils.keyio import KeyJar\nfrom oic.utils.keyio import KeyBundle\n\nclass OIDCError(Exception):\n pass\n\n\ndef flow2sequence(operations, item):\n flow = operations.FLOWS[item]\n return [operations.PHASES[phase] for phase in flow[\"sequence\"]]\n\n\nclass OIDCTestSetup(object):\n def __init__(self, client_cls, config, test_defs):\n \"\"\"\n\n :param config: Imported configuration module\n :return:\n \"\"\"\n self.client_cls = client_cls\n self.config = config\n self.test_features = []\n self.client = self.create_client(**config.CLIENT)\n self.test_defs = test_defs\n\n def create_client(self, **kwargs):\n \"\"\"\n Instantiate a _client instance\n\n :param: Keyword arguments\n Keys are [\"srv_discovery_url\", \"client_info\", \"client_registration\",\n \"provider_info\". \"keys]\n :return: _client instance\n \"\"\"\n\n _key_set = set(kwargs.keys())\n args = {}\n\n _client = self.client_cls(client_authn_method=CLIENT_AUTHN_METHOD,\n behaviour=kwargs[\"behaviour\"],\n verify_ssl=self.config.VERIFY_SSL, **args)\n\n # The behaviour parameter is not significant for the election process\n _key_set.discard(\"behaviour\")\n try:\n setattr(_client, \"allow\", kwargs[\"allow\"])\n except KeyError:\n pass\n else:\n _key_set.discard(\"allow\")\n\n try:\n jwks = self.construct_jwks(_client, kwargs[\"keys\"])\n except KeyError:\n pass\n else:\n # export JWKS\n f = open(\"export/jwk.json\", \"w\")\n f.write(json.dumps(jwks))\n f.close()\n _client.jwks_uri = self.config.CLIENT[\"key_export_url\"]\n\n self.test_features = _key_set\n\n try:\n _client.client_prefs = copy.copy(kwargs[\"preferences\"])\n except KeyError:\n pass\n else:\n _key_set.discard(\"preferences\")\n\n if \"client_info\" in _key_set:\n _client.redirect_uris = self.config.CLIENT[\n \"client_info\"][\"redirect_uris\"]\n elif \"client_registration\" in _key_set:\n reg_info = self.config.CLIENT[\"client_registration\"]\n _client.redirect_uris = reg_info[\"redirect_uris\"]\n _client.client_id = reg_info[\"client_id\"]\n _client.client_secret = reg_info[\"client_secret\"]\n\n return _client\n\n @staticmethod\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 19\n \u2022 IndentationError at line 81\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 19\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e6c6e8aaf6429afdb1edbeda8513d241f632fc14
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import FWCore.ParameterSet.Config as cms hltPFPuppiNoLep = cms.EDProducer("PuppiProducer", DeltaZCut = cms.double(0.1), Del
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '(' at line 3 - expected ')' • SyntaxError: '(' was never closed at line 3 Fix: Close the string literal with matching quote
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 132
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport FWCore.ParameterSet.Config as cms\n\nhltPFPuppiNoLep = cms.EDProducer(\"PuppiProducer\",\n DeltaZCut = cms.double(0.1),\n Del"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '(' at line 3 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 3\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e6c8040bae19150daa4afa3909164f31bd76f5c3
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- ## \package wizbin.build # MIT licensing # See: docs/LICENSE.txt import commands, os, shutil, subprocess, traceback, wx from dbr.functions import FileUnstripped from dbr.language import GT from dbr.log import DebugEnabled from dbr.log import Logger from dbr.md5 import WriteMD5 from fileio.fileio import ReadFile from fileio.fileio import WriteFile from globals.bitmaps import ICON_EXCLAMATION from globals.bitmaps import ICON_INFORMATION from globals.errorcodes import dbrerrno from globals.execute import ExecuteCommand from globals.execute import GetExecutable from globals.execute import GetSystemInstaller from globals.ident import btnid from globals.ident import chkid from globals.ident import inputid from globals.ident import pgid from globals.paths import ConcatPaths from globals.paths import PATH_app from globals.strings import GS from globals.strings import RemoveEmptyLines from globals.strings import TextIsEmpty from globals.system import PY_VER_MAJ from globals.tooltips import SetPageToolTips from input.toggle import CheckBox from input.toggle import CheckBoxESS from startup.tests import UsingTest from ui.button import CreateButton from ui.checklist import CheckListDialog from ui.dialog import DetailedMessageDialog from ui.dialog import ShowErrorDialog from ui.layout import BoxSizer from ui.output import OutputLog from ui.panel import BorderedPanel from ui.progress import PD_DEFAULT_STYLE from ui.progress import ProgressDialog from ui.progress import TimedProgressDialog from ui.style import layout as lyt from wiz.helper import FieldEnabled from wiz.helper import GetField from wiz.helper import GetMainWindow from wiz.helper import GetPage from wiz.wizard import WizardPage ## Build page class Page(WizardPage): ## Constructor # # \param parent # Parent <b><i>wx.Window</i></b> instance def __init__(self, parent): WizardPage.__init__(self, parent, pgid.BUILD) # ----- Extra Options pnl_options = BorderedPanel(self) self.chk_md5 = CheckBoxESS(pnl_options, chkid.MD5, GT(u'Create md5sums file'), name=u'MD5', defaultValue=True, commands=u'md5sum') # The » character denotes that an alternate tooltip should be shown if the control is disabled self.chk_md5.tt_name = u'md5»' self.chk_md5.col = 0 # Option to strip binaries self.chk_strip = CheckBoxESS(pnl_options, chkid.STRIP, GT(u'Strip binaries'), name=u'strip»', defaultValue=True, commands=u'strip') self.chk_strip.col = 0 # Deletes the temporary build tree self.chk_rmstage = CheckBoxESS(pnl_options, chkid.DELETE, GT(u'Delete staged directory'), name=u'RMSTAGE', defaultValue=True) self.chk_rmstage.col = 0 # Checks the output .deb for errors self.chk_lint = CheckBoxESS(pnl_options, chkid.LINT, GT(u'Check package for errors with lintian'), name=u'LINTIAN', defaultValue=True, commands=u'lintian') self.chk_lint.tt_name = u'lintian»' self.chk_lint.col = 0 # Installs th ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 93: ... [code truncated] ... ⚠️ Warnings: Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 1
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n## \\package wizbin.build\n\n# MIT licensing\n# See: docs/LICENSE.txt\n\n\nimport commands, os, shutil, subprocess, traceback, wx\n\nfrom dbr.functions\t\timport FileUnstripped\nfrom dbr.language\t\timport GT\nfrom dbr.log\t\t\timport DebugEnabled\nfrom dbr.log\t\t\timport Logger\nfrom dbr.md5\t\t\timport WriteMD5\nfrom fileio.fileio\t\timport ReadFile\nfrom fileio.fileio\t\timport WriteFile\nfrom globals.bitmaps\timport ICON_EXCLAMATION\nfrom globals.bitmaps\timport ICON_INFORMATION\nfrom globals.errorcodes\timport dbrerrno\nfrom globals.execute\timport ExecuteCommand\nfrom globals.execute\timport GetExecutable\nfrom globals.execute\timport GetSystemInstaller\nfrom globals.ident\t\timport btnid\nfrom globals.ident\t\timport chkid\nfrom globals.ident\t\timport inputid\nfrom globals.ident\t\timport pgid\nfrom globals.paths\t\timport ConcatPaths\nfrom globals.paths\t\timport PATH_app\nfrom globals.strings\timport GS\nfrom globals.strings\timport RemoveEmptyLines\nfrom globals.strings\timport TextIsEmpty\nfrom globals.system\t\timport PY_VER_MAJ\nfrom globals.tooltips\timport SetPageToolTips\nfrom input.toggle\t\timport CheckBox\nfrom input.toggle\t\timport CheckBoxESS\nfrom startup.tests\t\timport UsingTest\nfrom ui.button\t\t\timport CreateButton\nfrom ui.checklist\t\timport CheckListDialog\nfrom ui.dialog\t\t\timport DetailedMessageDialog\nfrom ui.dialog\t\t\timport ShowErrorDialog\nfrom ui.layout\t\t\timport BoxSizer\nfrom ui.output\t\t\timport OutputLog\nfrom ui.panel\t\t\timport BorderedPanel\nfrom ui.progress\t\timport PD_DEFAULT_STYLE\nfrom ui.progress\t\timport ProgressDialog\nfrom ui.progress\t\timport TimedProgressDialog\nfrom ui.style\t\t\timport layout as lyt\nfrom wiz.helper\t\t\timport FieldEnabled\nfrom wiz.helper\t\t\timport GetField\nfrom wiz.helper\t\t\timport GetMainWindow\nfrom wiz.helper\t\t\timport GetPage\nfrom wiz.wizard\t\t\timport WizardPage\n\n\n## Build page\nclass Page(WizardPage):\n\t## Constructor\n\t#\n\t# \\param parent\n\t#\tParent <b><i>wx.Window</i></b> instance\n\tdef __init__(self, parent):\n\t\tWizardPage.__init__(self, parent, pgid.BUILD)\n\n\t\t# ----- Extra Options\n\n\t\tpnl_options = BorderedPanel(self)\n\n\t\tself.chk_md5 = CheckBoxESS(pnl_options, chkid.MD5, GT(u'Create md5sums file'),\n\t\t\t\tname=u'MD5', defaultValue=True, commands=u'md5sum')\n\t\t# The \u00bb character denotes that an alternate tooltip should be shown if the control is disabled\n\t\tself.chk_md5.tt_name = u'md5\u00bb'\n\t\tself.chk_md5.col = 0\n\n\t\t# Option to strip binaries\n\t\tself.chk_strip = CheckBoxESS(pnl_options, chkid.STRIP, GT(u'Strip binaries'),\n\t\t\t\tname=u'strip\u00bb', defaultValue=True, commands=u'strip')\n\t\tself.chk_strip.col = 0\n\n\t\t# Deletes the temporary build tree\n\t\tself.chk_rmstage = CheckBoxESS(pnl_options, chkid.DELETE, GT(u'Delete staged directory'),\n\t\t\t\tname=u'RMSTAGE', defaultValue=True)\n\t\tself.chk_rmstage.col = 0\n\n\t\t# Checks the output .deb for errors\n\t\tself.chk_lint = CheckBoxESS(pnl_options, chkid.LINT, GT(u'Check package for errors with lintian'),\n\t\t\t\tname=u'LINTIAN', defaultValue=True, commands=u'lintian')\n\t\tself.chk_lint.tt_name = u'lintian\u00bb'\n\t\tself.chk_lint.col = 0\n\n\t\t# Installs th\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 93: ... [code truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e6c80a99d05f2b6649c49c64c56164c81a82517f
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from YoshiViz import Gui if __name__ == '__main__': #file director gui = Gui.Gui() """ report_generator.\ generate_pdf_report(fileDirectory, reposit ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ print('the type of', repositoryName, 'is', tempCommunityType, '\n"check .\YoshiViz\output"')
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 178
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom YoshiViz import Gui\n\n\nif __name__ == '__main__':\n #file director\n gui = Gui.Gui()\n \"\"\"\n report_generator.\\\n generate_pdf_report(fileDirectory, reposit\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 print('the type of', repositoryName, 'is', tempCommunityType, '\\n\"check .\\YoshiViz\\output\"')"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6c8ce8afe1fef7a0e2e19b44facdada82817d59
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: ''' Wrap an __init__ function so that I don't have to assign all the parameters to a self. variable. ''' # https://stackoverflow.com/questions/5048329/python-decorator-for-automatic-binding-init-arguments import inspect from functools import wraps def lazy_init(init): ''' Create an annotation to assign all the parameters to a self. # Complete this line arg_names = inspect.getfullargspec(init)[0] # pylint: disable=E1101 @wraps(init) def new_init(self, *args): for name, value in zip(arg_names[1:], args): setattr(self, name, value) init(self, *args) return new_init
|
The missing line is: variable. '''
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 623
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n''' Wrap an __init__ function so that I don't have to assign all the\nparameters to a self. variable. '''\n# https://stackoverflow.com/questions/5048329/python-decorator-for-automatic-binding-init-arguments\n\nimport inspect\n\nfrom functools import wraps\n\ndef lazy_init(init):\n ''' Create an annotation to assign all the parameters to a self.\n # Complete this line\n arg_names = inspect.getfullargspec(init)[0]\n\n # pylint: disable=E1101\n @wraps(init)\n def new_init(self, *args):\n for name, value in zip(arg_names[1:], args):\n setattr(self, name, value)\n init(self, *args)\n\n return new_init"}, {"role": "assistant", "content": "The missing line is:\n variable. '''"}]
| false
| null | null | null |
e6c97a9ee684956ae509733d7e8dff568dd9da66
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # def register_feed(): import os import cv2 path = '/UserImage' cam = cv2.VideoCapture(0) name=input("Name: ") cv2.namedWindow("test") img_counter = 0 while True: ret, frame = cam.read() if not ret: print("failed to grab frame")
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 1 has no indented body Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 250
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# def register_feed():\nimport os\nimport cv2\npath = '/UserImage'\ncam = cv2.VideoCapture(0)\nname=input(\"Name: \")\n\ncv2.namedWindow(\"test\")\n\nimg_counter = 0\n\nwhile True:\n ret, frame = cam.read()\n if not ret:\n print(\"failed to grab frame\")"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 1 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6cb19760623f02a584f4187adb3490f5de6005b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- encoding: utf-8 -*- ''' @Author : lance @Email : wangyl306@163.com ''' import time from model_cx.inceptionresnet import inceptionresnet from model_cx.vgg19two import vgg19_all_lr from model_cx.inceptionv3 import inceptionv3 from model_cx.densenet import densenet from model_cx.nasnet import nasnet from model_cx.merge import merge from model_cx.bcnn import bilinearnet from model_cx.resnet import ResNet50 from model_cx.mobilenetv2 import mobilenetv2 from model_cx.senet import senet if __name__="__main__": classes = 1 epochs = 100 steps_per_epoch = 113 validation_steps = 48 shape=(224,224) print("开始训练...") start = time.time() # # try: # print("densenet") # densenet(classes, epochs, steps_per_epoch, validation_steps, shape) # except Exception as e: # print(e) # try: # print("bcnn") # bilinearnet(classes, epochs, steps_per_epoch, validation_steps, shape) # # except Exception as e: # print(e) # try: # print("resnet") # ResNet50(classes, epochs, steps_per_epoch, validation_steps, shape) # except Exception as e: # print(e) try: print("merge") merge(classes, epochs, steps_per_epoch, validation_steps, shape) except Exception as e: print(e) # try: # print("ince_res") # inceptionresnet(classes, epochs, steps_per_epoch, validation_steps, (299, 299)) # # inceptionresnet(classes, epochs, steps_per_epoch, validation_steps, shape) # except Exception as e: # print(e) # try: # print("mobilenetv2") # mobilenetv2(classes, epochs, steps_per_epoch, validation_steps, shape) # except Exception as e: # print(e) # try: # print("inceptionv3") # inceptionv3(classes, epochs, steps_per_epoch, validation_steps, (299, 299)) # # inceptionv3(classes, epochs, steps_per_epoch, validation_steps, shape) # except Exception as e: # print(e) try: print("nasnet") nasnet(classes, epochs, steps_per_epoch, validation_steps, shape) except Exception as e: print(e) try: print("vgg19two") vgg19_all_lr(classes, epochs, steps_per_epoch, validation_steps, shape) except Exception as e: print(e) try: print("senet") vgg19_all_lr(classes, epochs, steps_per_epoch, validation_steps, (100,100)) except Exception as e: print(e) end = time.time() print("ETA:", (end - start) / 3600)
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Unterminated string literal at line 2 • Invalid syntax at line 22: if __name__="__main__": Fix: Change operator back to correct one
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 2,642
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- encoding: utf-8 -*-\r\n'''\r\n@Author : lance \r\n@Email : wangyl306@163.com\r\n '''\r\nimport time\r\nfrom model_cx.inceptionresnet import inceptionresnet\r\nfrom model_cx.vgg19two import vgg19_all_lr\r\nfrom model_cx.inceptionv3 import inceptionv3\r\nfrom model_cx.densenet import densenet\r\nfrom model_cx.nasnet import nasnet\r\nfrom model_cx.merge import merge\r\nfrom model_cx.bcnn import bilinearnet\r\nfrom model_cx.resnet import ResNet50\r\nfrom model_cx.mobilenetv2 import mobilenetv2\r\nfrom model_cx.senet import senet\r\n\r\n\r\n\r\n\r\n\r\nif __name__=\"__main__\":\r\n classes = 1\r\n epochs = 100\r\n steps_per_epoch = 113\r\n validation_steps = 48\r\n shape=(224,224)\r\n print(\"\u5f00\u59cb\u8bad\u7ec3...\")\r\n start = time.time()\r\n #\r\n # try:\r\n # print(\"densenet\")\r\n # densenet(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n # except Exception as e:\r\n # print(e)\r\n # try:\r\n # print(\"bcnn\")\r\n # bilinearnet(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n #\r\n # except Exception as e:\r\n # print(e)\r\n # try:\r\n # print(\"resnet\")\r\n # ResNet50(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n # except Exception as e:\r\n # print(e)\r\n try:\r\n print(\"merge\")\r\n merge(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n except Exception as e:\r\n print(e)\r\n # try:\r\n # print(\"ince_res\")\r\n # inceptionresnet(classes, epochs, steps_per_epoch, validation_steps, (299, 299))\r\n # # inceptionresnet(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n # except Exception as e:\r\n # print(e)\r\n # try:\r\n # print(\"mobilenetv2\")\r\n # mobilenetv2(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n # except Exception as e:\r\n # print(e)\r\n # try:\r\n # print(\"inceptionv3\")\r\n # inceptionv3(classes, epochs, steps_per_epoch, validation_steps, (299, 299))\r\n # # inceptionv3(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n # except Exception as e:\r\n # print(e)\r\n try:\r\n print(\"nasnet\")\r\n nasnet(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n except Exception as e:\r\n print(e)\r\n try:\r\n print(\"vgg19two\")\r\n vgg19_all_lr(classes, epochs, steps_per_epoch, validation_steps, shape)\r\n except Exception as e:\r\n print(e)\r\n try:\r\n print(\"senet\")\r\n vgg19_all_lr(classes, epochs, steps_per_epoch, validation_steps, (100,100))\r\n except Exception as e:\r\n print(e)\r\n end = time.time()\r\n print(\"ETA:\", (end - start) / 3600)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Unterminated string literal at line 2\n \u2022 Invalid syntax at line 22: if __name__=\"__main__\":\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
e6cb563badebdde1d425f141d7f04f5b497ea2ae
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def apply_precon(precon, rv): # public (because it is needed in some integrator implementations), # but not exposed to the 'randprocs' namespace # (i.e. not imported in any __init__.py). # There is no way of checking whether `rv` has its Cholesky factor computed already or not. # Therefore, since we need to update the Cholesky factor for square-root filtering, # we also update the Cholesky factor for non-square-root algorithms here, # which implies additional cost. # See Issues #319 and #329. # When they are resolved, this function here will hopefully be superfluous. new_mean = precon @ rv.mean new_cov_cholesky = precon @ rv.cov_cholesky # precon is diagonal, so this is valid new_cov = new_cov_cholesky @ new_cov_cholesky.T return randvars.Normal(new_mean, new_cov, cov_cholesky=new_cov_cholesky) class Preconditioner(abc.ABC): """Coordinate change transformations as preconditioners in state space models. For some models, this makes the filtering and smoothing steps more numerically stable. """ @abc.abstractmet Error: SyntaxError / EOF
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Fixed Code: def apply_precon(precon, rv): # public (because it is needed in some integrator implementations), # but not exposed to the 'randprocs' namespace # (i.e. not imported in any __init__.py). # There is no way of checking whether `rv` has its Cholesky factor computed already or not. # Therefore, since we need to update the Cholesky factor for square-root filtering, # we also update the Cholesky factor for non-square-root algorithms here, # which implies additional cost. # See Issues #319 and #329. # When they are resolved, this function here will hopefully be superfluous. new_mean = precon @ rv.mean new_cov_cholesky = precon @ rv.cov_cholesky # precon is diagonal, so this is valid new_cov = new_cov_cholesky @ new_cov_cholesky.T return randvars.Normal(new_mean, new_cov, cov_cholesky=new_cov_cholesky) class Preconditioner(abc.ABC): Explanation: Complete the truncated code structure
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advanced
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database
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error_fixing
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Pythoncode:Python
| 7
| 2
| 1,103
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef apply_precon(precon, rv):\n # public (because it is needed in some integrator implementations),\n # but not exposed to the 'randprocs' namespace\n # (i.e. not imported in any __init__.py).\n\n # There is no way of checking whether `rv` has its Cholesky factor computed already or not.\n # Therefore, since we need to update the Cholesky factor for square-root filtering,\n # we also update the Cholesky factor for non-square-root algorithms here,\n # which implies additional cost.\n # See Issues #319 and #329.\n # When they are resolved, this function here will hopefully be superfluous.\n\n new_mean = precon @ rv.mean\n new_cov_cholesky = precon @ rv.cov_cholesky # precon is diagonal, so this is valid\n new_cov = new_cov_cholesky @ new_cov_cholesky.T\n\n return randvars.Normal(new_mean, new_cov, cov_cholesky=new_cov_cholesky)\n\n\nclass Preconditioner(abc.ABC):\n \"\"\"Coordinate change transformations as preconditioners in state space models.\n\n For some models, this makes the filtering and smoothing steps more numerically\n stable.\n \"\"\"\n\n @abc.abstractmet\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef apply_precon(precon, rv):\n # public (because it is needed in some integrator implementations),\n # but not exposed to the 'randprocs' namespace\n # (i.e. not imported in any __init__.py).\n\n # There is no way of checking whether `rv` has its Cholesky factor computed already or not.\n # Therefore, since we need to update the Cholesky factor for square-root filtering,\n # we also update the Cholesky factor for non-square-root algorithms here,\n # which implies additional cost.\n # See Issues #319 and #329.\n # When they are resolved, this function here will hopefully be superfluous.\n\n new_mean = precon @ rv.mean\n new_cov_cholesky = precon @ rv.cov_cholesky # precon is diagonal, so this is valid\n new_cov = new_cov_cholesky @ new_cov_cholesky.T\n\n return randvars.Normal(new_mean, new_cov, cov_cholesky=new_cov_cholesky)\n\n\nclass Preconditioner(abc.ABC):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6cb633a5c540a02c577994bd8b8eebe64755249
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from allauth.socialaccount import providers from allauth.socialaccount.providers.base import ProviderAccount from allauth.socialaccount.providers.oauth.provider import OAuthProvider from allauth.socialaccount import app_settings class LinkedInAccount(ProviderAccount): def get_profile_url(self): return self.account.extra_data.get('public-profile-url') def get_avatar_url(self): # try to return the higher res picture-urls::(original) first try: if self.account.extra_data.get('picture-urls', {}).get( 'picture-url'): return self.account.extra_data.get('picture-urls', {}).get( 'picture-url') except: # if we can't get higher res for any reason, we'll just return the # low res pass return self.account.extra_data.get('picture-url') def to_str(self): dflt = super(LinkedInAccount, self).to_str() name = self.account.extra_data.get('name', dflt) first_name = self.account.extra_data.get('first-name', None) last_name = self.account.extra_data.get('last-name', None) if first_name and last_name: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: name = first_name + ' ' + last_name return name class LinkedInProvider(OAuthProvider):
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advanced
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database
|
incomplete_code
|
Pythoncode:Python
| 7
| 2
| 1,194
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom allauth.socialaccount import providers\nfrom allauth.socialaccount.providers.base import ProviderAccount\nfrom allauth.socialaccount.providers.oauth.provider import OAuthProvider\n\nfrom allauth.socialaccount import app_settings\n\n\nclass LinkedInAccount(ProviderAccount):\n def get_profile_url(self):\n return self.account.extra_data.get('public-profile-url')\n\n def get_avatar_url(self):\n # try to return the higher res picture-urls::(original) first\n try:\n if self.account.extra_data.get('picture-urls', {}).get(\n 'picture-url'):\n return self.account.extra_data.get('picture-urls', {}).get(\n 'picture-url')\n except:\n # if we can't get higher res for any reason, we'll just return the\n # low res\n pass\n return self.account.extra_data.get('picture-url')\n\n def to_str(self):\n dflt = super(LinkedInAccount, self).to_str()\n name = self.account.extra_data.get('name', dflt)\n first_name = self.account.extra_data.get('first-name', None)\n last_name = self.account.extra_data.get('last-name', None)\n if first_name and last_name:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n name = first_name + ' ' + last_name\n return name\n\n\nclass LinkedInProvider(OAuthProvider):"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
e6cc468eac9d6881bb54cbc2d585ee21f2641f3f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torchvision import datasets from torch.autograd import Variable from sklearn.model_selection import train_test_split import time import pandas as pd import numpy as np import csv class CCRNN(nn.Module): def __init__(self): # 继承RNN super(CCRNN, self).__init__() self.ccLSTM = nn.LSTM( input_size=4, hidden_size=128, num_layers=4, bidirectional=True, batch_first=True ) self.ccCNN22 = nn.Conv2d( in_channels=1, out_channels=1, kernel_size=2, stride=2, padding=0 ) self.ccCNN14 = nn.Conv2d( in_channels=1, out_channels=1, kernel_size=(1, 4), stride=1, padding=0 ) self.ccCNN41 = nn.Conv2d( in_channels=1, out_channels=1, kernel_size=(4, 1), stride=1, padding=0 ) self.CNN22toFC = nn.Linear(4, 64) self.CNN41toFC = nn.Linear(4, 32) self.CNN14toFC = nn.Linear(4, 32) self.LSTMtoFC = nn.Linear(256, 128) self.FCtoOut = nn.Linear(256, 4) ... [2 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 59: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 20 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
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debugging
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Pythoncode:Python
| 1
| 1
| 1,408
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport torch\r\nimport torch.nn as nn\r\nimport torch.nn.functional as F\r\nimport torch.optim as optim\r\nfrom torchvision import datasets\r\nfrom torch.autograd import Variable\r\nfrom sklearn.model_selection import train_test_split\r\nimport time\r\nimport pandas as pd\r\nimport numpy as np\r\nimport csv\r\n\r\n\r\nclass CCRNN(nn.Module):\r\n def __init__(self):\r\n # \u7ee7\u627fRNN\r\n super(CCRNN, self).__init__()\r\n\r\n self.ccLSTM = nn.LSTM(\r\n input_size=4,\r\n hidden_size=128,\r\n num_layers=4,\r\n bidirectional=True,\r\n batch_first=True\r\n\r\n )\r\n\r\n self.ccCNN22 = nn.Conv2d(\r\n in_channels=1,\r\n out_channels=1,\r\n kernel_size=2,\r\n stride=2,\r\n padding=0\r\n )\r\n\r\n self.ccCNN14 = nn.Conv2d(\r\n in_channels=1,\r\n out_channels=1,\r\n kernel_size=(1, 4),\r\n stride=1,\r\n padding=0\r\n )\r\n\r\n self.ccCNN41 = nn.Conv2d(\r\n in_channels=1,\r\n out_channels=1,\r\n kernel_size=(4, 1),\r\n stride=1,\r\n padding=0\r\n )\r\n\r\n self.CNN22toFC = nn.Linear(4, 64)\r\n self.CNN41toFC = nn.Linear(4, 32)\r\n self.CNN14toFC = nn.Linear(4, 32)\r\n self.LSTMtoFC = nn.Linear(256, 128)\r\n self.FCtoOut = nn.Linear(256, 4)\r\n\r\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 59: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e6ccbdf212404d1bb840cdf710923204e7c1baa5
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import json, io, os, os.path from Catalog.Schema import DBSchema, DBSchemaEncoder, DBSchemaDecoder from Query.Plan import PlanBuilder from Storage.StorageEngine import StorageEngine class Database: """ A top-level database engine class. For now, this primarily maintains a simple catalog, mapping relation names to schema objects. Also, it provides the ability to construct query plan objects, as well as wrapping the storage layer methods. """ checkpointEncoding = "latin1" checkpointFile = "db.catalog" def __init__(self, **kwargs): other = kwargs.get("other", None) if other: self.fromOther(other) else: storageArgs = {k:v for (k,v) in kwargs.items() \ if k in ["pageSize", "poolSize", "dataDir", "indexDir"]} self.relationMap = kwargs.get("relations", {}) self.defaultPageSize = kwargs.get("pageSize", io.DEFAULT_BUFFER_SIZE) self.storage = kwargs.get("storage", StorageEngine(**storageArgs)) checkpointFound = os.path.exists(os.path.join(self.storage.fileMgr.dataDir, Database.checkpointFile)) restoring = "restore" in kwargs if not restoring and checkpointFound: self.restore() def fromOther(self, other): self.relationMap = other.relationMap self.defaultPageSize = other.defaultPageSize self.storage = other.storage def close(self): if self.storage: self.storage.close() # Database internal components def storageEngine(self): return self.storage def bufferPool(self): return self.storage.bufferPool if self.storage else None def fileManager(self): return self.storage.fileMgr if self.storage else None
|
# User API # Catalog methods def relations(self): return self.relationMap.keys() def hasRelation(self, relationName): return relationName in self.relationMap def relationSchema(self, relationName): if relationName in self.relationMap: return self.relationMap[relationName] # DDL statements def createRelation(self, relationName, relationFields): if relationName not in self.relationMap: schema = DBSchema(relationName, relationFields) self.relationMap[relationName] = schema self.storage.createRelation(relationName, schema) self.checkpoint() else: raise ValueError("Relation '" + relationName + "' already exists") def removeRelation(self, relationName): if relationName in self.relationMap: del self.relationMap[relationName] self.storage.removeRelation(relationName) self.checkpoint() else: raise ValueError("No relation '" + relationName + "' found in database") # DML statements # Returns a tuple id for the newly inserted data. ... [9 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
| 11
| 1
| 2,839
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport json, io, os, os.path\n\nfrom Catalog.Schema import DBSchema, DBSchemaEncoder, DBSchemaDecoder\nfrom Query.Plan import PlanBuilder\nfrom Storage.StorageEngine import StorageEngine\n\nclass Database:\n \"\"\"\n A top-level database engine class.\n \n For now, this primarily maintains a simple catalog,\n mapping relation names to schema objects.\n\n Also, it provides the ability to construct query\n plan objects, as well as wrapping the storage layer methods.\n \"\"\"\n\n checkpointEncoding = \"latin1\"\n checkpointFile = \"db.catalog\"\n\n def __init__(self, **kwargs):\n other = kwargs.get(\"other\", None)\n if other:\n self.fromOther(other)\n\n else:\n storageArgs = {k:v for (k,v) in kwargs.items() \\\n if k in [\"pageSize\", \"poolSize\", \"dataDir\", \"indexDir\"]}\n\n self.relationMap = kwargs.get(\"relations\", {})\n self.defaultPageSize = kwargs.get(\"pageSize\", io.DEFAULT_BUFFER_SIZE)\n self.storage = kwargs.get(\"storage\", StorageEngine(**storageArgs)) \n\n checkpointFound = os.path.exists(os.path.join(self.storage.fileMgr.dataDir, Database.checkpointFile))\n restoring = \"restore\" in kwargs\n\n if not restoring and checkpointFound:\n self.restore()\n\n def fromOther(self, other):\n self.relationMap = other.relationMap\n self.defaultPageSize = other.defaultPageSize\n self.storage = other.storage\n\n def close(self):\n if self.storage:\n self.storage.close()\n\n # Database internal components\n def storageEngine(self):\n return self.storage\n\n def bufferPool(self):\n return self.storage.bufferPool if self.storage else None\n\n def fileManager(self):\n return self.storage.fileMgr if self.storage else None"}, {"role": "assistant", "content": "\n\n\n # User API\n\n # Catalog methods\n def relations(self):\n return self.relationMap.keys()\n\n def hasRelation(self, relationName):\n return relationName in self.relationMap\n\n def relationSchema(self, relationName):\n if relationName in self.relationMap:\n return self.relationMap[relationName]\n\n # DDL statements\n def createRelation(self, relationName, relationFields):\n if relationName not in self.relationMap:\n schema = DBSchema(relationName, relationFields)\n self.relationMap[relationName] = schema\n self.storage.createRelation(relationName, schema)\n self.checkpoint()\n else:\n raise ValueError(\"Relation '\" + relationName + \"' already exists\")\n\n def removeRelation(self, relationName):\n if relationName in self.relationMap:\n del self.relationMap[relationName]\n self.storage.removeRelation(relationName)\n self.checkpoint()\n else:\n raise ValueError(\"No relation '\" + relationName + \"' found in database\")\n\n # DML statements\n\n # Returns a tuple id for the newly inserted data.\n\n ... [9 more functiondefs truncated] ..."}]
| false
| null | null | null |
e6cd191f4e7eeaa1d075d528c9e2ada0827d674f
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import numpy as np import mylib def test_arr_add_value(): for _ in range(10): shape = np.random.randint(1, 10, size=np.random.randint(3, 10)).tolist() in_arr = np.random.rand(*shape).astype(np.double) ok = np.allclose(mylib.array_add_value(in_arr, np.pi), in_arr + np.pi) if not ok: raise ValueError("incorrect result")
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
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refactoring
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Pythoncode:Python
| 1
| 0
| 371
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\n\nimport mylib\n\n\ndef test_arr_add_value():\n for _ in range(10):\n shape = np.random.randint(1, 10, size=np.random.randint(3, 10)).tolist()\n in_arr = np.random.rand(*shape).astype(np.double)\n ok = np.allclose(mylib.array_add_value(in_arr, np.pi), in_arr + np.pi)\n if not ok:\n raise ValueError(\"incorrect result\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6cda14ca91ba1556d929a926bfc87a16ab1f726
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: """ Registry general data files """ from typing import Any from moderngl_window.resources.base import BaseRegistry from moderngl_window.meta import DataDescription class DataFiles(BaseRegistry): """Registry for requested data files""" settings_attr = "DATA_LOADERS" def load(self, meta: DataDescription) -> Any: """Load data file with the configured loaders. Args: meta (:py:class:`~moderngl_window.meta.data.DataDescription`): the resource description Returns: Any: The loaded resource """ return super().load(meta) data = DataFiles()
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 ✨ Improvements: Add closing quote at line 1
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advanced
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api
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code_review
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Pythoncode:Python
| 1
| 1
| 619
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nRegistry general data files\n\"\"\"\nfrom typing import Any\nfrom moderngl_window.resources.base import BaseRegistry\nfrom moderngl_window.meta import DataDescription\n\n\nclass DataFiles(BaseRegistry):\n \"\"\"Registry for requested data files\"\"\"\n\n settings_attr = \"DATA_LOADERS\"\n\n def load(self, meta: DataDescription) -> Any:\n \"\"\"Load data file with the configured loaders.\n\n Args:\n meta (:py:class:`~moderngl_window.meta.data.DataDescription`): the resource description\n Returns:\n Any: The loaded resource\n \"\"\"\n return super().load(meta)\n\n\ndata = DataFiles()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
e6ce056f0a84e4b655921e3c42a24774c81e07e4
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import unittest from routes import Mapper class TestMapperStr(unittest.TestCase): def test_str(self): m = Mapper() m.connect('/{controller}/{action}') m.connect('entries', '/entries', controller='entry', action='index') m.connect('entry', '/entries/{id}', controller='entry', action='show') # Complete this line expected = """\ Route name Methods Path /{controller}/{action} entries /entries entry /entries/{id}""" for expected_line, actual_line in zip(expected.splitlines(), str(m).splitlines()): assert expected_line == actual_line.rstrip()
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The missing line is:
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 1
| 1
| 658
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport unittest\r\nfrom routes import Mapper\r\n\r\nclass TestMapperStr(unittest.TestCase):\r\n def test_str(self):\r\n m = Mapper()\r\n m.connect('/{controller}/{action}')\r\n m.connect('entries', '/entries', controller='entry', action='index')\r\n m.connect('entry', '/entries/{id}', controller='entry', action='show')\r\n # Complete this line\n expected = \"\"\"\\\r\nRoute name Methods Path\r\n /{controller}/{action}\r\nentries /entries\r\nentry /entries/{id}\"\"\"\r\n \r\n for expected_line, actual_line in zip(expected.splitlines(), str(m).splitlines()):\r\n assert expected_line == actual_line.rstrip()"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
e6cea1b013c7155bc06629fbf31e017bbe14f52f
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ python config_slave.py 127.0.0.1 38000 38006 127.0.0.2 18999 18002 will generate 4 slave server configs accordingly. will be used in deployment automation to configure a cluster. usage: python config_slave.py <host1> <port1> <port2> <host2> <port3> ... """ import argparse import collections import json import os FILE = "../../testnet/2/cluster_config_template.json" if "QKC_CONFIG" in os.environ: FILE = os.environ["QKC_CONFIG"] def main(): parser = argparse.ArgumentParser() parser.add_argument( "hostports", nargs="+", metavar="hostports", help="Host and ports for slave config", ) args = parser.parse_args() abspath = os.path.abspath(__file__) dname = os.path.dirname(abspath) os.chdir(dname) ############### # parse hosts and ports to form a slave list ############### host_port_mapping = collections.defaultdict(list) last_host = None for host_or_port in args.hostports: # type: str if not host_or_port.isdigit(): # host last_host = host_or_port else: # port host_port_mapping[last_host].append(host_or_port) assert None not in host_port_mapping slave_num = sum(len(port_list) for port_list in host_port_mapping.values()) # make sure number of slaves is power of 2 assert slave_num > 0 and (slave_num & (slave_num - 1) == 0) slave_servers, i = [], 0 for host, port_list in host_port_mapping.items(): for port in port_list: s = { "HOST": host, "PORT": int(port), "ID": "S%d" % i, "CHAIN_MASK_LIST": [i | slave_num], } slave_servers.append(s) i += 1 ############### # read config file and substitute with updated slave config ############### with open(FILE, "r+") as f: parsed_config = json.load(f) parsed_config["SLAVE_LIST"] = slave_servers f.seek(0) f.truncate() f.write(json.dumps(parsed_config, indent=4)) if __name__ == "__main__": main()
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 💡 Suggestions: Add closing quote at line 1 Add docstring to function 'main'
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intermediate
|
testing
|
debugging
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Pythoncode:Python
| 1
| 0
| 2,106
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\n python config_slave.py 127.0.0.1 38000 38006 127.0.0.2 18999 18002\n\nwill generate 4 slave server configs accordingly. will be used in deployment automation to configure a cluster.\nusage: python config_slave.py <host1> <port1> <port2> <host2> <port3> ...\n\"\"\"\nimport argparse\nimport collections\nimport json\nimport os\n\nFILE = \"../../testnet/2/cluster_config_template.json\"\nif \"QKC_CONFIG\" in os.environ:\n FILE = os.environ[\"QKC_CONFIG\"]\n\n\ndef main():\n parser = argparse.ArgumentParser()\n parser.add_argument(\n \"hostports\",\n nargs=\"+\",\n metavar=\"hostports\",\n help=\"Host and ports for slave config\",\n )\n args = parser.parse_args()\n\n abspath = os.path.abspath(__file__)\n dname = os.path.dirname(abspath)\n os.chdir(dname)\n\n ###############\n # parse hosts and ports to form a slave list\n ###############\n\n host_port_mapping = collections.defaultdict(list)\n last_host = None\n for host_or_port in args.hostports: # type: str\n if not host_or_port.isdigit(): # host\n last_host = host_or_port\n else: # port\n host_port_mapping[last_host].append(host_or_port)\n\n assert None not in host_port_mapping\n slave_num = sum(len(port_list) for port_list in host_port_mapping.values())\n # make sure number of slaves is power of 2\n assert slave_num > 0 and (slave_num & (slave_num - 1) == 0)\n\n slave_servers, i = [], 0\n for host, port_list in host_port_mapping.items():\n for port in port_list:\n s = {\n \"HOST\": host,\n \"PORT\": int(port),\n \"ID\": \"S%d\" % i,\n \"CHAIN_MASK_LIST\": [i | slave_num],\n }\n slave_servers.append(s)\n i += 1\n\n ###############\n # read config file and substitute with updated slave config\n ###############\n\n with open(FILE, \"r+\") as f:\n parsed_config = json.load(f)\n parsed_config[\"SLAVE_LIST\"] = slave_servers\n f.seek(0)\n f.truncate()\n f.write(json.dumps(parsed_config, indent=4))\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 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Add docstring to function 'main'"}]
| false
| null | null | null |
e6cebeadc3ade385a017e0f9c9ce037d2f450345
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #1) Write a function, sublist, that takes in a list of numbers as the parameter. In the function, use a while loop to return a sublist of the input list. # The sublist should contain the same values of the original list up until it reaches the number 5 (it should not contain the number 5). def sublist(input_lst): out_lst = list() number = 0 i = 0 print(input_lst) print(len(input_lst)) length = len(input_lst) while i<length: number = input_lst[i] i+=1 if number==5: break else : out_lst.append(number) print(out_lst) return out_lst #2) Write a function called check_nums that takes a list as its parameter, and contains a while loop that only stops once the element ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # list is the number 7. What is returned is a list of all of the numbers up until it reaches 7.def check_nums(input_lst): def check_nums(input_lst): out_lst = list() number = 0 i = 0
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intermediate
|
machine_learning
|
incomplete_code
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Pythoncode:Python
| 3
| 0
| 744
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#1) Write a function, sublist, that takes in a list of numbers as the parameter. In the function, use a while loop to return a sublist of the input list. \n# The sublist should contain the same values of the original list up until it reaches the number 5 (it should not contain the number 5).\ndef sublist(input_lst):\n out_lst = list()\n number = 0\n i = 0\n print(input_lst)\n print(len(input_lst))\n length = len(input_lst)\n \n while i<length:\n number = input_lst[i]\n i+=1\n if number==5: break\n else : out_lst.append(number)\n print(out_lst)\n return out_lst\n\n#2) Write a function called check_nums that takes a list as its parameter, and contains a while loop that only stops once the element \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# list is the number 7. What is returned is a list of all of the numbers up until it reaches 7.def check_nums(input_lst):\ndef check_nums(input_lst):\n out_lst = list()\n number = 0\n i = 0"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6cfd0714854720779418d4a80b8997e25e611e3
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- def check_readonly_group(operation): """用户组可读检测""" def decorate(func): @wraps(func) def wrapper(view, request, *args, **kwargs): group = view.get_object() readonly = group.readonly if readonly: raise error_codes.FORBIDDEN.format( message=_("只读用户组({})无法进行({})操作！").format(group.id, operation), replace=True ) response = func(view, request, *args, **kwargs) return response return wrapper return decorate class GroupQueryMixin: def get_queryset(self): request = self.request return RoleListQuery(request.role, request.user).query_group() class GroupPermissionMixin: def check_object_permissions(self, request, obj): if not RoleObjectRelationChecker(request.role).check_group(obj): self.permission_denied(request, message=f"{request.role.type} role can not access group {obj.id}") class GroupViewSet
|
Syntax Analysis: Syntax Errors Found: • SyntaxError: expected ':' at line 37 Fixes: • Review code syntax
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advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 5
| 3
| 1,024
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef check_readonly_group(operation):\n \"\"\"\u7528\u6237\u7ec4\u53ef\u8bfb\u68c0\u6d4b\"\"\"\n\n def decorate(func):\n @wraps(func)\n def wrapper(view, request, *args, **kwargs):\n group = view.get_object()\n readonly = group.readonly\n\n if readonly:\n raise error_codes.FORBIDDEN.format(\n message=_(\"\u53ea\u8bfb\u7528\u6237\u7ec4({})\u65e0\u6cd5\u8fdb\u884c({})\u64cd\u4f5c\uff01\").format(group.id, operation), replace=True\n )\n\n response = func(view, request, *args, **kwargs)\n\n return response\n\n return wrapper\n\n return decorate\n\n\nclass GroupQueryMixin:\n def get_queryset(self):\n request = self.request\n return RoleListQuery(request.role, request.user).query_group()\n\n\nclass GroupPermissionMixin:\n def check_object_permissions(self, request, obj):\n if not RoleObjectRelationChecker(request.role).check_group(obj):\n self.permission_denied(request, message=f\"{request.role.type} role can not access group {obj.id}\")\n\n\nclass GroupViewSet"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 SyntaxError: expected ':' at line 37\n\n Fixes:\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e6d14bad54d6d5d7401435412b7045fd99c1fc0a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import util import libtcodpy as tcod import enemies import operator class Missile (util.Entity): sym = '*' color = tcod.white class BasicMissile (Missile): color = tcod.yellow class IceMissile (Missile): color = tcod.light_blue class AoeMissile (Missile): color = tcod.red class Building (util.Entity): sym = '@' max_hp = 1 cost = 0 def __init__ (self, *args): super(Building, self).__init__(*args) self.hp = self.max_hp def hurt (self, hp): self.hp -= hp if self.hp < 1: self.die() def hit (self, e): if e in self.state.entities: e.hurt(self.damage) def die (self): if self in self.state.entities: self.delete() ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def put (self): assert self.state.energy > 0 self.state.entities.append(self) self.state.energy -= self.cost
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 11
| 8
| 658
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport util\nimport libtcodpy as tcod\nimport enemies\nimport operator\n\n\nclass Missile (util.Entity):\n\tsym = '*'\n\tcolor = tcod.white\n\nclass BasicMissile (Missile):\n\tcolor = tcod.yellow\n\nclass IceMissile (Missile):\n\tcolor = tcod.light_blue\n\nclass AoeMissile (Missile):\n\tcolor = tcod.red\n\n\nclass Building (util.Entity):\n\tsym = '@'\n\tmax_hp = 1\n\tcost = 0\n\n\tdef __init__ (self, *args):\n\t\tsuper(Building, self).__init__(*args)\n\t\tself.hp = self.max_hp\n\n\tdef hurt (self, hp):\n\t\tself.hp -= hp\n\n\t\tif self.hp < 1:\n\t\t\tself.die()\n\n\tdef hit (self, e):\n\t\tif e in self.state.entities:\n\t\t\te.hurt(self.damage)\n\t\n\tdef die (self):\n\t\tif self in self.state.entities:\n\t\t\tself.delete()\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\tdef put (self):\n\t\tassert self.state.energy > 0\n\t\tself.state.entities.append(self)\n\t\tself.state.energy -= self.cost"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6d16a8a093216b78956e0c3642e48c0a64c8778
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/python3 from PIL import Image from numpy import complex, array from tqdm import tqdm import colorsys W=512 #W=142 def mandelbrot(x, y): def get_colors(i): color = 255 * array(colorsys.hsv_to_rgb(i / 255.0, 1.0, 0.5)) return tuple(color.astype(int)) c, cc = 0, complex(x, y) for i in range(1, 1000): if abs(c) > 2: return get_colors(i) c = c * c + cc
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return 0,0,0 if __name__ == "__main__": img = Image.new("RGB", (W, int(W / 2))) pixels = img.load() for x in tqdm(range(img.size[0])): for y in tqdm(range(img.size[1])): xx = (x - (0.75 * W)) / (W / 4) yy = (y - (W / 4)) / (W / 4) pixels[x, y] = mandelbrot(xx, yy) img.show() img.save("mandelbrot.jpg")
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 795
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/python3\n\nfrom PIL import Image\nfrom numpy import complex, array\nfrom tqdm import tqdm\n\nimport colorsys\n\nW=512\n#W=142\n\ndef mandelbrot(x, y):\n def get_colors(i):\n color = 255 * array(colorsys.hsv_to_rgb(i / 255.0, 1.0, 0.5))\n return tuple(color.astype(int))\n\n c, cc = 0, complex(x, y)\n for i in range(1, 1000):\n if abs(c) > 2:\n return get_colors(i)\n c = c * c + cc"}, {"role": "assistant", "content": "\n return 0,0,0\n\nif __name__ == \"__main__\":\n img = Image.new(\"RGB\", (W, int(W / 2)))\n pixels = img.load()\n for x in tqdm(range(img.size[0])):\n for y in tqdm(range(img.size[1])):\n xx = (x - (0.75 * W)) / (W / 4)\n yy = (y - (W / 4)) / (W / 4)\n pixels[x, y] = mandelbrot(xx, yy)\n\n img.show()\n img.save(\"mandelbrot.jpg\")"}]
| false
| null | null | null |
e6d351ce6a88251c74a7d12532c34a2b0ba6f8b1
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # # -*- coding: utf-8 -*- # # Copyright (c) 2018 Intel Corporation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # # SPDX-License-Identifier: EPL-2.0 # from __future__ import print_function import uuid import pytest from mock import call, MagicMock from mlt.commands.deploy import DeployCommand from test_utils.io import catch_stdout def sleep(patch): return patch('time.sleep') @pytest.fixture def fetch_action_arg(patch): return patch('files.fetch_action_arg', MagicMock(return_value='output')) @pytest.fixture def kube_helpers(patch): return patch('kubernetes_helpers') @pytest.fixture def json_mock(patch): return patch('json' @pytest.fixture def open_mock(patch): return patch('open') @pytest.fixture def popen_mock(patch): popen_mock = MagicMock() popen_mock.return_value.poll.return_value = 0 return patch('Popen', popen_mock) @pytest.fixture def process_helpers(patch): return patch('process_helpers') @pytest.fixture def progress_bar(patch): progress_mock = MagicMock() progress_mock.duration_progress.side_effect = lambda x, y, z: print( 'Pushing ') return patch('progress_bar', progress_mock) @pytest.fixture def template(patch): return patch('Template') @pytest.fixture def verify_build(patch): return patch('build_helpers.verify_build') @pytest.fixture def verify_init(patch): return patch('config_helpers.load_config') @pytest.fixture def walk_mock(patch): return patch('os.walk', MagicMock(return_value=['foo', 'bar'])) @pytest.fixture def yaml(patch): return patch('yaml.load') def deploy(no_push, skip_crd_check, interactive, extra_config_args, retries=5): deploy = DeployCommand( {'deploy': True, '--no-push': no_push, '--skip-crd-check': skip_crd_check, '--interactive': interactive, '--retries': retries, '--logs':False}) deploy.config = {'name': 'app', 'namespace': 'namespace'} deploy.config.update(extra_config_args) with catch_stdout() as caught_output: deploy.action() output = caught_output.getvalue() return output ... [9 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 47 - expected ')' • SyntaxError: '(' was never closed at line 47 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
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advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 14
| 0
| 2,669
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#\n# -*- coding: utf-8 -*-\n#\n# Copyright (c) 2018 Intel Corporation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n# SPDX-License-Identifier: EPL-2.0\n#\n\nfrom __future__ import print_function\n\nimport uuid\nimport pytest\nfrom mock import call, MagicMock\n\nfrom mlt.commands.deploy import DeployCommand\nfrom test_utils.io import catch_stdout\n\n\ndef sleep(patch):\n return patch('time.sleep')\n\n\n@pytest.fixture\ndef fetch_action_arg(patch):\n return patch('files.fetch_action_arg', MagicMock(return_value='output'))\n\n\n@pytest.fixture\ndef kube_helpers(patch):\n return patch('kubernetes_helpers')\n\n\n@pytest.fixture\ndef json_mock(patch):\n return patch('json'\n\n\n@pytest.fixture\ndef open_mock(patch):\n return patch('open')\n\n\n@pytest.fixture\ndef popen_mock(patch):\n popen_mock = MagicMock()\n popen_mock.return_value.poll.return_value = 0\n return patch('Popen', popen_mock)\n\n\n@pytest.fixture\ndef process_helpers(patch):\n return patch('process_helpers')\n\n\n@pytest.fixture\ndef progress_bar(patch):\n progress_mock = MagicMock()\n progress_mock.duration_progress.side_effect = lambda x, y, z: print(\n 'Pushing ')\n return patch('progress_bar', progress_mock)\n\n\n@pytest.fixture\ndef template(patch):\n return patch('Template')\n\n\n@pytest.fixture\ndef verify_build(patch):\n return patch('build_helpers.verify_build')\n\n\n@pytest.fixture\ndef verify_init(patch):\n return patch('config_helpers.load_config')\n\n\n@pytest.fixture\ndef walk_mock(patch):\n return patch('os.walk', MagicMock(return_value=['foo', 'bar']))\n\n\n@pytest.fixture\ndef yaml(patch):\n return patch('yaml.load')\n\n\ndef deploy(no_push, skip_crd_check, interactive, extra_config_args, retries=5):\n deploy = DeployCommand(\n {'deploy': True, '--no-push': no_push,\n '--skip-crd-check': skip_crd_check,\n '--interactive': interactive, '--retries': retries,\n '--logs':False})\n deploy.config = {'name': 'app', 'namespace': 'namespace'}\n deploy.config.update(extra_config_args)\n\n with catch_stdout() as caught_output:\n deploy.action()\n output = caught_output.getvalue()\n return output\n\n\n\n ... [9 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 SyntaxError: '(' was never closed at line 47\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e6d3938d66694895ff110b11b2560698b6722338
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python # # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # # Jiao Lin # California Institute of Technology # (C) 2006-2010 All Rights Reserved # # {LicenseText} # # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # standalone = True import unittestX as unittest import journal debug = journal.debug( "Broadened_E_Q_Kernel_TestCase" ) warning = journal.warning( "Broadened_E_Q_Kernel_TestCase" ) import mcni from mccomposite import mccompositebp from mccomponents import mccomponentsbp class TestCase(unittest.TestCase): def test(self): E_Q = "Q*Q/3." S_Q = "1" sigma_Q = "Q/2." Qmin = 0; Qmax = 10 absorption_coefficient = scattering_coefficient = 1. kernel = mccomponentsbp.create_Broadened_E_Q_Kernel( E_Q, S_Q, sigma_Q, Qmin, Qmax, absorption_coefficient, scattering_coefficient, ) ei = 500 # meV from mcni.utils import conversion vil = conversion.e2v(ei) vi = (0,0,vil) import numpy.linalg as nl import numpy as np for i in range(10): event = mcni.neutron( r = (0,0,0), v = vi, prob = 1, time = 0 ) kernel.scatter( event ); vf = np.array(event.state.velocity) diffv = vi - vf Q = conversion.v2k(nl.norm(diffv)) ef = conversion.v2e(nl.norm(vf)) E = ei - ef # print E, Q, event E1 = eval(E_Q) continue return pass # end of TestCase def main(): unittest.main() return if __name__ == "__main__": main() # version __id__ = "$Id: TestCase.py 696 2010-11-09 06:23:06Z linjiao $" # End of file
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Code Review: ❌ Critical issues: Block at line 29 has no indented body Dangerous use of eval()/exec() at line 62 - security risk ⚠️ Code quality: Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 51 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 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 66 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 78 ✨ Improvements: Add docstring to class 'TestCase' Add docstring to function 'test'
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,940
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n#\n# Jiao Lin\n# California Institute of Technology\n# (C) 2006-2010 All Rights Reserved \n#\n# {LicenseText}\n#\n# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n#\n\n\nstandalone = True\n\n\nimport unittestX as unittest\nimport journal\n\ndebug = journal.debug( \"Broadened_E_Q_Kernel_TestCase\" )\nwarning = journal.warning( \"Broadened_E_Q_Kernel_TestCase\" )\n\n\nimport mcni\nfrom mccomposite import mccompositebp \nfrom mccomponents import mccomponentsbp\n\nclass TestCase(unittest.TestCase):\n\n def test(self):\n E_Q = \"Q*Q/3.\"\n S_Q = \"1\"\n sigma_Q = \"Q/2.\"\n Qmin = 0; Qmax = 10\n absorption_coefficient = scattering_coefficient = 1.\n kernel = mccomponentsbp.create_Broadened_E_Q_Kernel(\n E_Q, S_Q, sigma_Q,\n Qmin, Qmax,\n absorption_coefficient,\n scattering_coefficient,\n )\n\n ei = 500 # meV\n from mcni.utils import conversion\n vil = conversion.e2v(ei)\n vi = (0,0,vil)\n\n import numpy.linalg as nl\n import numpy as np\n for i in range(10):\n event = mcni.neutron( \n r = (0,0,0), v = vi, \n prob = 1, time = 0 )\n kernel.scatter( event );\n vf = np.array(event.state.velocity)\n diffv = vi - vf\n Q = conversion.v2k(nl.norm(diffv))\n ef = conversion.v2e(nl.norm(vf))\n E = ei - ef\n # print E, Q, event\n E1 = eval(E_Q)\n continue\n\n return\n \n \n pass # end of TestCase\n\n \ndef main():\n unittest.main()\n return\n \n \nif __name__ == \"__main__\":\n main()\n \n# version\n__id__ = \"$Id: TestCase.py 696 2010-11-09 06:23:06Z linjiao $\"\n\n# End of file"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 29 has no indented body\n Dangerous use of eval()/exec() at line 62 - security risk\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n 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 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 66\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 78\n\n\u2728 Improvements:\n Add docstring to class 'TestCase'\n Add docstring to function 'test'"}]
| false
| null | null | null |
e6d61cff66c7d3846169dfff6eca952a90b72ddd
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from .base_options import BaseOptions class TestOptions(BaseOptions): """Test Option Class""" def __init__(self): super(TestOptions, self).__init__() self.parser.add_argument('--load_checkpoint_path', required=True, type=str, help='checkpoint path') self.parser.add_argument('--save_result_path', required=True, type=str, help='save result path') ... code continues ...
|
Completion: Missing: Function '__init__' is incomplete - body truncated To complete: • Complete the function '__init__' body and add missing return Example continuation: self.parser.add_argument('--max_val_samples', default=None, type=int, help='max val data') self.parser.add_argument('--batch_size', default=256, type=int, help='batch_size') self.is_train = False
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advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 381
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom .base_options import BaseOptions\n\n\nclass TestOptions(BaseOptions):\n \"\"\"Test Option Class\"\"\"\n\n def __init__(self):\n super(TestOptions, self).__init__()\n self.parser.add_argument('--load_checkpoint_path', required=True, type=str, help='checkpoint path')\n self.parser.add_argument('--save_result_path', required=True, type=str, help='save result path')\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function '__init__' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function '__init__' body and add missing return\n\n Example continuation:\n self.parser.add_argument('--max_val_samples', default=None, type=int, help='max val data')\n self.parser.add_argument('--batch_size', default=256, type=int, help='batch_size')\n\n self.is_train = False"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e6d6837b46baf712793275d6754e0dab0bf209be
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- ... [1 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 71
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6d751bc3f23bc91c2716777ca9ac12139d4b799
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Tue Nov 16 19:47:41 2021 @author: User """ import tkinter as tk racine = tk . Tk () label = tk
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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 2 Fix: Complete the truncated code structure
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intermediate
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ui
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error_detection
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Pythoncode:Python
| 0
| 0
| 144
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\"\"\"\r\nCreated on Tue Nov 16 19:47:41 2021\r\n\r\n@author: User\r\n\"\"\"\r\n\r\nimport tkinter as tk\r\nracine = tk . Tk ()\r\nlabel = tk"}, {"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 2\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
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e6d7ef175de941485b4682919229774de09d58bb
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from fastapi import APIRouter, status, Body, HTTPException from fastapi.encoders import jsonable_encoder from starlette.responses import JSONResponse from app.models.common import * from app.models.clickup import * from app.database.crud.clickup import * router = APIRouter() @router.get("/", response_description="Clickup integrations are retrieved.") async def get_clickup_integrations(): clickups = await retrieve_clickups() return ( ResponseModel(clickups, "Clickup integrations data retrieved successfully") if len(clickups) > 0 else ResponseModel(clickups, "Empty list returned") ) @router.post( "/", response_description="Clickup integrations data added into the database." ) async def add_clickup_a_integration(clickup: ClickupModel = Body(...)): clickup = jsonable_encoder(clickup) new_clickup = await add_new_clickup(clickup) return ResponseModel( new_clickup, "clickup integration created successfully.", status.HTTP_201_CREATED, ) @router.get("/{id}/", response_description="Clickup data retrieved.") async def find_clickup_integration(id): clickup = await retrieve_clickup(id) return ( ResponseModel(clickup, "Clickup integrations data retrieved successfully")
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 38 - expected ')' • SyntaxError: '(' was never closed at line 38 Fix: Complete the truncated code structure
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intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,277
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom fastapi import APIRouter, status, Body, HTTPException\nfrom fastapi.encoders import jsonable_encoder\nfrom starlette.responses import JSONResponse\n\nfrom app.models.common import *\nfrom app.models.clickup import *\nfrom app.database.crud.clickup import *\n\nrouter = APIRouter()\n\n\n@router.get(\"/\", response_description=\"Clickup integrations are retrieved.\")\nasync def get_clickup_integrations():\n clickups = await retrieve_clickups()\n return (\n ResponseModel(clickups, \"Clickup integrations data retrieved successfully\")\n if len(clickups) > 0\n else ResponseModel(clickups, \"Empty list returned\")\n )\n\n\n@router.post(\n \"/\", response_description=\"Clickup integrations data added into the database.\"\n)\nasync def add_clickup_a_integration(clickup: ClickupModel = Body(...)):\n clickup = jsonable_encoder(clickup)\n new_clickup = await add_new_clickup(clickup)\n return ResponseModel(\n new_clickup,\n \"clickup integration created successfully.\",\n status.HTTP_201_CREATED,\n )\n\n\n@router.get(\"/{id}/\", response_description=\"Clickup data retrieved.\")\nasync def find_clickup_integration(id):\n clickup = await retrieve_clickup(id)\n return (\n ResponseModel(clickup, \"Clickup integrations data retrieved successfully\")"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 38 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 38\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6d83253f8c1c21cef502fbe86bb43dc1f2be4ac
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ N.B imports are within functions to prevent tensorflow being imported before it's warnings are silenced """ import os import logging from imlib.general.logging import suppress_specific_logs tf_suppress_log_messages = [ "multiprocessing can interact badly with TensorFlow" ] def main( signal_array, background_array, voxel_sizes, start_plane=0, end_plane=-1, trained_model=None, model_weights=None, model="resnet50_tv", batch_size=32, n_free_cpus=2, network_voxel_sizes=[5, 1, 1], soma_diameter=16, ball_xy_size=6, ball_z_size=15, ball_overlap_fraction=0.6, log_sigma_size=0.2, n_sds_above_mean_thresh=10, soma_spread_factor=1.4, max_cluster_size=100000, cube_width=50, cube_height=50, cube_depth=20, network_depth="50", ): suppress_tf_logging(tf_suppress_log_messages) from cellfinder_core.detect import detect from cellfinder_core.classify import classify from cellfinder_core.tools import prep from pathlib import Path home = Path.home() install_path = home / ".cellfinder" logging.info("Detecting cell candidates") points = detect.main( signal_array, start_plane, end_plane, voxel_sizes, soma_diameter, max_cluster_size, ball_xy_size, ball_z_size, ball_overlap_fraction, soma_spread_factor, n_free_cpus,
|
log_sigma_size, n_sds_above_mean_thresh, ) model_weights = prep.prep_classification( trained_model, model_weights, install_path, model, n_free_cpus ) if len(points) > 0: logging.info("Running classification") points = classify.main( points, signal_array, background_array, n_free_cpus, voxel_sizes, network_voxel_sizes, batch_size, cube_height, cube_width, cube_depth, trained_model, model_weights, network_depth, ) else: logging.info("No candidates, skipping classification") return points # logging.info("Saving classified cells") # save_cells(points, classified_points_path) def suppress_tf_logging(tf_suppress_log_messages): """ Prevents many lines of logs such as: "2019-10-24 16:54:41.363978: I tensorflow/stream_executor/platform/default /dso_loader.cc:44] Successfully opened dynamic library libcuda.so.1" """ os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3" for message in tf_suppress_log_messages: suppress_specific_logs("tensorflow", message)
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intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 2,668
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\nN.B imports are within functions to prevent tensorflow being imported before\nit's warnings are silenced\n\"\"\"\n\nimport os\nimport logging\nfrom imlib.general.logging import suppress_specific_logs\n\ntf_suppress_log_messages = [\n \"multiprocessing can interact badly with TensorFlow\"\n]\n\n\ndef main(\n signal_array,\n background_array,\n voxel_sizes,\n start_plane=0,\n end_plane=-1,\n trained_model=None,\n model_weights=None,\n model=\"resnet50_tv\",\n batch_size=32,\n n_free_cpus=2,\n network_voxel_sizes=[5, 1, 1],\n soma_diameter=16,\n ball_xy_size=6,\n ball_z_size=15,\n ball_overlap_fraction=0.6,\n log_sigma_size=0.2,\n n_sds_above_mean_thresh=10,\n soma_spread_factor=1.4,\n max_cluster_size=100000,\n cube_width=50,\n cube_height=50,\n cube_depth=20,\n network_depth=\"50\",\n):\n suppress_tf_logging(tf_suppress_log_messages)\n\n from cellfinder_core.detect import detect\n from cellfinder_core.classify import classify\n from cellfinder_core.tools import prep\n from pathlib import Path\n\n home = Path.home()\n install_path = home / \".cellfinder\"\n logging.info(\"Detecting cell candidates\")\n\n points = detect.main(\n signal_array,\n start_plane,\n end_plane,\n voxel_sizes,\n soma_diameter,\n max_cluster_size,\n ball_xy_size,\n ball_z_size,\n ball_overlap_fraction,\n soma_spread_factor,\n n_free_cpus,"}, {"role": "assistant", "content": "\n log_sigma_size,\n n_sds_above_mean_thresh,\n )\n\n model_weights = prep.prep_classification(\n trained_model, model_weights, install_path, model, n_free_cpus\n )\n if len(points) > 0:\n logging.info(\"Running classification\")\n points = classify.main(\n points,\n signal_array,\n background_array,\n n_free_cpus,\n voxel_sizes,\n network_voxel_sizes,\n batch_size,\n cube_height,\n cube_width,\n cube_depth,\n trained_model,\n model_weights,\n network_depth,\n )\n else:\n logging.info(\"No candidates, skipping classification\")\n return points\n # logging.info(\"Saving classified cells\")\n # save_cells(points, classified_points_path)\n\n\ndef suppress_tf_logging(tf_suppress_log_messages):\n \"\"\"\n Prevents many lines of logs such as:\n \"2019-10-24 16:54:41.363978: I tensorflow/stream_executor/platform/default\n /dso_loader.cc:44] Successfully opened dynamic library libcuda.so.1\"\n \"\"\"\n os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\"\n\n for message in tf_suppress_log_messages:\n suppress_specific_logs(\"tensorflow\", message)"}]
| false
| null | null | null |
e6d9219a9f3da8435460a41632a908023dbaa338
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # coding=utf-8 import dateutil.parser import flask import json import os import time import urllib import yaml EPISODES = yaml.load(open("episodes.yaml").read()) app = flask.Flask(__name__, static_path="/assets", static_folder="assets") app.jinja_env.filters["strftime"] = \ lambda str, fmt: dateutil.parser.parse(str).strftime(fmt) app.jinja_env.filters["quote_plus"] = lambda u: urllib.quote_plus(u) ASSETS = os.path.join(app.root_path, "assets") @app.route("/favicon.ico") def favicon(): return flask.send_from_directory( ASSETS, "favicon.ico", mimetype="image/icon") @app.route("/") def home(): return flask.render_template("pages/home.html", playlist=os.environ["PLAYLIST"], episodes=EPISODES, autoplay=not app.debug) @app.route("/episod/<int:number>") def episode(number): if number < 1: return "not found" elif number > len(EPISODES): return "coming soon" else: episode = EPISODES[len(EPISODES) - number] template = "pages/episode/%s.html" % ( "youtube" if "yt" in episode else "facebook" ) return flask.render_template(template, number=number, episode=episode, episodes=EPISODES)
|
Functions: favicon, home, episode This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 3
| 0
| 1,378
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding=utf-8\nimport dateutil.parser\nimport flask\nimport json\nimport os\nimport time\nimport urllib\nimport yaml\n\n\nEPISODES = yaml.load(open(\"episodes.yaml\").read())\n\n\napp = flask.Flask(__name__,\n static_path=\"/assets\",\n static_folder=\"assets\")\n\napp.jinja_env.filters[\"strftime\"] = \\\n lambda str, fmt: dateutil.parser.parse(str).strftime(fmt)\napp.jinja_env.filters[\"quote_plus\"] = lambda u: urllib.quote_plus(u)\n\n\nASSETS = os.path.join(app.root_path, \"assets\")\n@app.route(\"/favicon.ico\")\ndef favicon():\n return flask.send_from_directory(\n ASSETS,\n \"favicon.ico\",\n mimetype=\"image/icon\")\n\n\n@app.route(\"/\")\ndef home():\n return flask.render_template(\"pages/home.html\",\n playlist=os.environ[\"PLAYLIST\"],\n episodes=EPISODES,\n autoplay=not app.debug)\n\n\n@app.route(\"/episod/<int:number>\")\ndef episode(number):\n if number < 1:\n return \"not found\"\n elif number > len(EPISODES):\n return \"coming soon\"\n else:\n episode = EPISODES[len(EPISODES) - number]\n template = \"pages/episode/%s.html\" % (\n \"youtube\" if \"yt\" in episode else \"facebook\"\n )\n return flask.render_template(template,\n number=number,\n episode=episode,\n episodes=EPISODES)"}, {"role": "assistant", "content": " Functions: favicon, home, episode\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6d9b9257b4bb7dd1463fcb578829bc893311e39
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 from functools import * import operator def factorial(number): assert number >= 1 def digits(number): yield from (int(digit) for digit in str(number)) print(sum(digits(factorial(100)))) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 221
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\nfrom functools import *\nimport operator\n\ndef factorial(number):\n assert number >= 1\n\ndef digits(number):\n yield from (int(digit) for digit in str(number))\n\nprint(sum(digits(factorial(100))))\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
|
e6dbab8094c7c2aea35411b5ea545eabb3be8db0
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import numpy as np from math import cos, sin, pi import cv2 import random from config import config, TransformationParams from data_prep import map_coco_to_personlab class AugmentSelection: def __init__(self, flip=False, degree = 0., crop = (0,0), scale = 1.): self.flip = flip self.degree = degree #rotate self.crop = crop #shift actually self.scale = scale @staticmethod def random(): flip = random.uniform(0.,1.) > TransformationParams.flip_prob degree = random.uniform(-1.,1.) * TransformationParams.max_rotate_degree scale = (TransformationParams.scale_max - TransformationParams.scale_min)*random.uniform(0.,1.)+TransformationParams.scale_min \ if random.uniform(0.,1.) < TransformationParams.scale_prob else 1. x_offset = int(random.uniform(-1.,1.) * TransformationParams.center_perterb_max); y_offset = int(random.uniform(-1.,1.) * TransformationParams.center_perterb_max); return AugmentSelection(flip, degree, (x_offset,y_offset), scale) @staticmethod def unrandom(): flip = False degree = 0. scale = 1. x_offset = 0 y_offset = 0 return AugmentSelection(flip, degree, (x_offset,y_offset), scale) ... [3 more functiondefs truncated] ...
|
Functions: __init__, random, unrandom Classes: AugmentSelection This code demonstrates Pythoncode:Python programming.
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advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 1,321
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport numpy as np\nfrom math import cos, sin, pi\nimport cv2\nimport random\n\nfrom config import config, TransformationParams\nfrom data_prep import map_coco_to_personlab\n\nclass AugmentSelection:\n\n def __init__(self, flip=False, degree = 0., crop = (0,0), scale = 1.):\n self.flip = flip\n self.degree = degree #rotate\n self.crop = crop #shift actually\n self.scale = scale\n\n @staticmethod\n def random():\n flip = random.uniform(0.,1.) > TransformationParams.flip_prob\n degree = random.uniform(-1.,1.) * TransformationParams.max_rotate_degree\n scale = (TransformationParams.scale_max - TransformationParams.scale_min)*random.uniform(0.,1.)+TransformationParams.scale_min \\\n if random.uniform(0.,1.) < TransformationParams.scale_prob else 1.\n x_offset = int(random.uniform(-1.,1.) * TransformationParams.center_perterb_max);\n y_offset = int(random.uniform(-1.,1.) * TransformationParams.center_perterb_max);\n\n return AugmentSelection(flip, degree, (x_offset,y_offset), scale)\n\n @staticmethod\n def unrandom():\n flip = False\n degree = 0.\n scale = 1.\n x_offset = 0\n y_offset = 0\n\n return AugmentSelection(flip, degree, (x_offset,y_offset), scale)\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, random, unrandom\n Classes: AugmentSelection\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6dce6f716b933d2a36c1e77462d5b0eb2326793
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Wed Dec 25 15:46:32 2019 @author: tadahaya """ from .binom import BT from .connect import Connect from .fet import FET from .gsea import GSEA from .ssgsea import ssGSEA __copyright__ = 'Copyright (C) 2020 MIZUNO Tadahaya' __version__ = '1.0.3' __license__ = 'MIT' __author__ = 'MIZUNO Tadahaya' __author_email__ = 'tadahaya@gmail.com'
|
Code Review: ❌ Critical issues: Unterminated string literal at line 2 ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 7 Unexpected indentation at line 13 ✨ Improvements: Add closing quote at line 2
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 0
| 412
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\"\"\"\r\nCreated on Wed Dec 25 15:46:32 2019\r\n\r\n@author: tadahaya\r\n\"\"\"\r\n\r\nfrom .binom import BT\r\nfrom .connect import Connect\r\nfrom .fet import FET\r\nfrom .gsea import GSEA\r\nfrom .ssgsea import ssGSEA\r\n\r\n__copyright__ = 'Copyright (C) 2020 MIZUNO Tadahaya'\r\n__version__ = '1.0.3'\r\n__license__ = 'MIT'\r\n__author__ = 'MIZUNO Tadahaya'\r\n__author_email__ = 'tadahaya@gmail.com'"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 2\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 7\n Unexpected indentation at line 13\n\n\u2728 Improvements:\n Add closing quote at line 2"}]
| false
| null | null | null |
e6ddfeb2d231878165ecef38a814ab51e23d6978
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ Selfium Helper Files ~~~~~~~~~~~~~~~~~~~ All Helper Files used in Selfium project; :copyright: (c) 2021 - Caillou and ZeusHay; :license: MIT, see LICENSE for more details. ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ from .getUser import * from .getGuild import * from .params import *
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intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 176
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\n\"\"\"\nSelfium Helper Files\n~~~~~~~~~~~~~~~~~~~\nAll Helper Files used in Selfium project;\n:copyright: (c) 2021 - Caillou and ZeusHay;\n:license: MIT, see LICENSE for more details.\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\nfrom .getUser import *\nfrom .getGuild import *\nfrom .params import *"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6de80977f40faa2f17ffea735e4529c245402b4
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright (c) 2021 PaddlePaddle 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 kl_divergence_with_logits(q_logits, p_logits): """ symmetric KL-divergence (See SMART, Sec 3.1) q_logits: logits p_logits: delta_logits """ q = fluid.layers.softmax(input=q_logits) p = fluid.layers.softmax(input=p_logits) kl_qp = fluid.layers.reduce_sum(q * (fluid.layers.log(q) - fluid.layers.log(p)), -1) kl_pq = fluid.layers.reduce_sum(p * (fluid.layers.log(p) - fluid.layers.log(q)), -1) vat_loss = fluid.layers.mean(x=kl_qp+kl_pq) return vat_loss def create_model(args, config, pyreader_name="train_reader", is_train=True): """create_model""" shapes = [[-1, args.max_seq_len, 1], # src_ids [-1, args.max_seq_len, 1], # pos_ids [-1, args.max_seq_len, 1], # sent_ids [-1, args.max_img_len + args.max_seq_len, args.max_img_len + args.max_seq_len], # input_mask [-1, args.max_img_len, 1], # v_mask [-1, args.max_seq_len, 1], # t_mask [-1, args.max_img_len, config["image_embedding_size"]], # image_embedding [-1, args.max_img_len, 5], # image_loc [-1, 1] # labels ] dtypes = ['int64', 'int64', 'int64', 'float32', 'float32', 'float32', 'float32','float32', 'int64'] lod_levels = [0, 0, 0, 0, 0, 0, 0, 0, 0] pyreader = fluid.layers.py_reader( capacity=70, shapes=shapes, dtypes=dtypes, lod_levels=lod_levels, name=pyreader_name, use_double_buffer=True) (src_ids, pos_ids, sent_ids, input_mask, v_mask, t_mask, image_embedding, image_loc, labels) \ = fluid.layers.read_file(pyreader) emb_ids = {"word_embedding": src_ids, "sent_embedding": sent_ids, "pos_embedding": pos_ids} image_input = {"image_embedding": image_embedding, "loc_embedding": image_loc} adv_step, adv_lr, norm_type, adv_max_norm, adv_init_mag = \ args.adv_step, args.adv_lr, args.norm_type, args.adv_max_norm, args.adv_init_mag assert adv_step > 0 and adv_init_mag > 0 ... [4 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 2,698
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright (c) 2021 PaddlePaddle 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.\ndef kl_divergence_with_logits(q_logits, p_logits):\n \"\"\"\n symmetric KL-divergence (See SMART, Sec 3.1)\n q_logits: logits\n p_logits: delta_logits\n \"\"\"\n q = fluid.layers.softmax(input=q_logits)\n p = fluid.layers.softmax(input=p_logits)\n kl_qp = fluid.layers.reduce_sum(q * (fluid.layers.log(q) - fluid.layers.log(p)), -1)\n kl_pq = fluid.layers.reduce_sum(p * (fluid.layers.log(p) - fluid.layers.log(q)), -1)\n vat_loss = fluid.layers.mean(x=kl_qp+kl_pq)\n return vat_loss\n\n\ndef create_model(args, config, pyreader_name=\"train_reader\", is_train=True):\n \"\"\"create_model\"\"\"\n shapes = [[-1, args.max_seq_len, 1], # src_ids\n [-1, args.max_seq_len, 1], # pos_ids\n [-1, args.max_seq_len, 1], # sent_ids\n [-1, args.max_img_len + args.max_seq_len, args.max_img_len + args.max_seq_len], # input_mask\n [-1, args.max_img_len, 1], # v_mask\n [-1, args.max_seq_len, 1], # t_mask\n [-1, args.max_img_len, config[\"image_embedding_size\"]], # image_embedding\n [-1, args.max_img_len, 5], # image_loc\n [-1, 1] # labels\n ]\n\n dtypes = ['int64', 'int64', 'int64', 'float32', 'float32', 'float32', 'float32','float32', 'int64']\n lod_levels = [0, 0, 0, 0, 0, 0, 0, 0, 0]\n\n pyreader = fluid.layers.py_reader(\n capacity=70,\n shapes=shapes,\n dtypes=dtypes,\n lod_levels=lod_levels,\n name=pyreader_name,\n use_double_buffer=True)\n\n (src_ids, pos_ids, sent_ids, input_mask, v_mask, t_mask, image_embedding, image_loc, labels) \\\n = fluid.layers.read_file(pyreader)\n\n emb_ids = {\"word_embedding\": src_ids, \"sent_embedding\": sent_ids, \"pos_embedding\": pos_ids}\n image_input = {\"image_embedding\": image_embedding, \"loc_embedding\": image_loc}\n \n adv_step, adv_lr, norm_type, adv_max_norm, adv_init_mag = \\\n args.adv_step, args.adv_lr, args.norm_type, args.adv_max_norm, args.adv_init_mag\n assert adv_step > 0 and adv_init_mag > 0\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 |
e6dee5544a49eb20feb56cbcfdbdf81cda6aae63
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from faust import Record class RssFeed(Record, serializer='json'): feed_source: str title: str link: str published: str = None author: str = None summary: str = None published_parsed: list = None authors: list = None tags: list = None comments: str = None content: list = None source: dict = None class TwitterTrend(Record, serializer='json'): pass class Tweet(Record, serializer="json"): tweet_id: str text: str created_at: str metrics: dict author: dict trend: str place: str = None hashtags: list = None class RedditPost(Record, serializer='json'): id: str title: str author: dict created: str score: int upvote_ratio: float reddit: dict domain: str = None url: str = None comments: list = None keywords: list = None
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 ✨ Improvements: Add docstring to class 'RssFeed' Add docstring to class 'TwitterTrend' Add docstring to class 'Tweet' Add docstring to class 'RedditPost'
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 4
| 856
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom faust import Record\n\n\nclass RssFeed(Record, serializer='json'):\n feed_source: str\n title: str\n link: str\n published: str = None\n author: str = None\n summary: str = None\n published_parsed: list = None\n authors: list = None\n tags: list = None\n comments: str = None\n content: list = None\n source: dict = None\n\n\nclass TwitterTrend(Record, serializer='json'):\n pass\n\n\nclass Tweet(Record, serializer=\"json\"):\n tweet_id: str\n text: str\n created_at: str\n metrics: dict\n author: dict\n trend: str\n place: str = None\n hashtags: list = None\n\n\nclass RedditPost(Record, serializer='json'):\n id: str\n title: str\n author: dict\n created: str\n score: int\n upvote_ratio: float\n reddit: dict\n domain: str = None\n url: str = None\n comments: list = None\n keywords: list = None"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n\n\u2728 Improvements:\n Add docstring to class 'RssFeed'\n Add docstring to class 'TwitterTrend'\n Add docstring to class 'Tweet'\n Add docstring to class 'RedditPost'"}]
| false
| null | null | null |
e6df360b607f7a2f24c1ab6bf355ca5d23eb73f0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/python3 #------------------------------------------------------------------------------ # Definition for a binary tree node. # class TreeNode: # def __init__(self, x): # self.val = x # self.left = None # self.right = None class Solution: def levelOrder(self, root): """ :type root: TreeNode :rtype: List[List[int]] """ if not root: return [] stack = [(root, 0)] result = [] Error: IndentationError / Incomplete Function
|
Fixed Code: #!/usr/bin/python3 #------------------------------------------------------------------------------ # Definition for a binary tree node. # class TreeNode: # def __init__(self, x): # self.val = x # self.left = None # self.right = None class Solution: def levelOrder(self, root): """ :type root: TreeNode :rtype: List[List[int]] """ if not root: return [] stack = [(root, 0)] Explanation: Complete the function 'levelOrder' body and add missing return
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 487
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/python3\n\n#------------------------------------------------------------------------------\n\n# Definition for a binary tree node.\n# class TreeNode:\n# def __init__(self, x):\n# self.val = x\n# self.left = None\n# self.right = None\n\nclass Solution:\n def levelOrder(self, root):\n \"\"\"\n :type root: TreeNode\n :rtype: List[List[int]]\n \"\"\"\n if not root:\n return []\n stack = [(root, 0)]\n result = []\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/python3\n\n#------------------------------------------------------------------------------\n\n# Definition for a binary tree node.\n# class TreeNode:\n# def __init__(self, x):\n# self.val = x\n# self.left = None\n# self.right = None\n\nclass Solution:\n def levelOrder(self, root):\n \"\"\"\n :type root: TreeNode\n :rtype: List[List[int]]\n \"\"\"\n if not root:\n return []\n stack = [(root, 0)]\n\n Explanation: Complete the function 'levelOrder' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e6df6e5deaed8c701c0957596bd842d1b7c2b65f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 from setuptools import setup, find_packages setup( name="", version="0.01", packages=find_packages(), # Complete this line "fitbit" ], dependency_links=[ ], extras_require={ "tests": [ "flake8", "autopep8", ] } )
|
The missing line is: install_requires=[
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 320
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\nfrom setuptools import setup, find_packages\n\n\nsetup(\n name=\"\",\n version=\"0.01\",\n packages=find_packages(),\n # Complete this line\n \"fitbit\"\n ],\n dependency_links=[\n ],\n extras_require={\n \"tests\": [\n \"flake8\",\n \"autopep8\",\n ]\n }\n)"}, {"role": "assistant", "content": "The missing line is:\n install_requires=["}]
| false
| null | null | null |
e6dfce648d291a8622a4863d4137f07d19b0910a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import sys sys.path.append("../") from src.app.sigma import SigmaConverter if
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Invalid syntax at line 6: if Fix: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 79
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport sys\nsys.path.append(\"../\")\n\nfrom src.app.sigma import SigmaConverter\n\nif"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Invalid syntax at line 6: if\n\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e6dfe1b17aaabced195ba909adb862f6d72a3bd2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Generated by Django 2.2.14 on 2020-11-08 05:40 from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('processes', '0131_auto_20201107_2316'), ] operations = [ migrations.RunSQL( "UPDATE processes_workflow SET run_environment_id = scheduling_run_environment_id WHERE run_environment_id IS NULL;", reverse_sql='', ), ]
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 2 Unexpected indentation at line 4 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 ✨ Improvements: Add docstring to class 'Migration' Line 14 too long (134 chars) - break into multiple lines
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 0
| 1
| 449
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Generated by Django 2.2.14 on 2020-11-08 05:40\r\n\r\nfrom django.db import migrations\r\n\r\n\r\nclass Migration(migrations.Migration):\r\n\r\n dependencies = [\r\n ('processes', '0131_auto_20201107_2316'),\r\n ]\r\n\r\n operations = [\r\n migrations.RunSQL(\r\n \"UPDATE processes_workflow SET run_environment_id = scheduling_run_environment_id WHERE run_environment_id IS NULL;\",\r\n reverse_sql='',\r\n ),\r\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 2\n Unexpected indentation at line 4\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\u2728 Improvements:\n Add docstring to class 'Migration'\n Line 14 too long (134 chars) - break into multiple lines"}]
| false
| null | null | null |
e6e002827d5c227b7c36fcd9b7c86eda019324e4
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from model.sparsely_lstm_vae import * import torch.utils.data as data_utils from sklearn import preprocessing from utils.eval_methods import *
|
This code demonstrates Pythoncode:Python programming.
|
beginner
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machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 143
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom model.sparsely_lstm_vae import *\nimport torch.utils.data as data_utils\nfrom sklearn import preprocessing\nfrom utils.eval_methods import *"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6e0a15a9ec84da1c3d497af8bd4ec8d117edbbd
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from __future__ import absolute_import, unicode_literals from dcs.celeryconf import app import time from django.core.mail import EmailMessage @app.task(bind=True, ignore_result=False, max_retries=3) def demo_task1(self): result = { # Complete this line 'val2': 2, 'val3': 3, } print("hellp") from_email = 'testmyserverwebsite@gmail.com' to_list = ['robomex2020@gmail.com',] sendemail = EmailMessage("Message received!!!", "Hello test", str(from_email), to_list) sendemail.send() return result
|
The missing line is: 'val1': 1,
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 542
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom __future__ import absolute_import, unicode_literals\nfrom dcs.celeryconf import app\nimport time\n\nfrom django.core.mail import EmailMessage\n\n@app.task(bind=True, ignore_result=False, max_retries=3)\ndef demo_task1(self):\n result = {\n # Complete this line\n 'val2': 2,\n 'val3': 3,\n }\n print(\"hellp\")\n from_email = 'testmyserverwebsite@gmail.com'\n to_list = ['robomex2020@gmail.com',]\n sendemail = EmailMessage(\"Message received!!!\", \"Hello test\", str(from_email), to_list)\n sendemail.send()\n return result"}, {"role": "assistant", "content": "The missing line is:\n 'val1': 1,"}]
| false
| null | null | null |
e6e20c3e769f1a5e89011c872f7f4c1dc10d94e8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 import importlib import os # automatically import any Python files in the models/ directory
|
for file in sorted(os.listdir(os.path.dirname(__file__))): if file.endswith(".py") and not file.startswith("_"): model_name = file[: file.find(".py")] importlib.import_module("pytorch_translate.models." + model_name)
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 355
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport importlib\nimport os\n\n\n# automatically import any Python files in the models/ directory"}, {"role": "assistant", "content": "\nfor file in sorted(os.listdir(os.path.dirname(__file__))):\n if file.endswith(\".py\") and not file.startswith(\"_\"):\n model_name = file[: file.find(\".py\")]\n importlib.import_module(\"pytorch_translate.models.\" + model_name)"}]
| false
| null | null | null |
e6e370a3613328a0a9c46c0e262a69e05fcae601
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- __author__ = '带土' SQLALCHEMY_DATABASE_URI = 'mysql+pymysql://root:mapei123@127.0.0.1:3306/awesome' SECRET_KEY = '\x88D\xf09\x91\x07\x98\x89\x87\x96\xa0A\xc68\xf9\xecJ:U\x17\xc5V\xbe\x8b\xef\xd7\xd8\xd3\xe6\x98*4' # Email 配置 MAIL_SERVER = 'smtp.exmail.qq.com' MAIL_PORT = 465 MAIL_USE_SSL = True MAIL_USE_TSL = False MAIL_USERNAME = 'hello@yushu.im' MAIL_PASSWORD = 'Bmwzy1314520' MAIL_SUBJECT_PREFIX = '[鱼书]' MAIL_SENDER = '鱼书 <hello@yushu.im>' # 开启数据库查询性能测试 SQLALCHEMY_RECORD_QUERIES = True # 性能测试的阀值 DATABASE_ Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- __author__ = '带土' SQLALCHEMY_DATABASE_URI = 'mysql+pymysql://root:mapei123@127.0.0.1:3306/awesome' SECRET_KEY = '\x88D\xf09\x91\x07\x98\x89\x87\x96\xa0A\xc68\xf9\xecJ:U\x17\xc5V\xbe\x8b\xef\xd7\xd8\xd3\xe6\x98*4' # Email 配置 MAIL_SERVER = 'smtp.exmail.qq.com' MAIL_PORT = 465 MAIL_USE_SSL = True MAIL_USE_TSL = False MAIL_USERNAME = 'hello@yushu.im' MAIL_PASSWORD = 'Bmwzy1314520' MAIL_SUBJECT_PREFIX = '[鱼书]' MAIL_SENDER = '鱼书 <hello@yushu.im>' # 开启数据库查询性能测试 SQLALCHEMY_RECORD_QUERIES = True # 性能测试的阀值 Explanation: Complete the truncated code structure
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intermediate
|
api
|
error_fixing
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Pythoncode:Python
| 0
| 0
| 539
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n__author__ = '\u5e26\u571f'\nSQLALCHEMY_DATABASE_URI = 'mysql+pymysql://root:mapei123@127.0.0.1:3306/awesome'\n\nSECRET_KEY = '\\x88D\\xf09\\x91\\x07\\x98\\x89\\x87\\x96\\xa0A\\xc68\\xf9\\xecJ:U\\x17\\xc5V\\xbe\\x8b\\xef\\xd7\\xd8\\xd3\\xe6\\x98*4'\n\n# Email \u914d\u7f6e\nMAIL_SERVER = 'smtp.exmail.qq.com'\nMAIL_PORT = 465\nMAIL_USE_SSL = True\nMAIL_USE_TSL = False\nMAIL_USERNAME = 'hello@yushu.im'\nMAIL_PASSWORD = 'Bmwzy1314520'\nMAIL_SUBJECT_PREFIX = '[\u9c7c\u4e66]'\nMAIL_SENDER = '\u9c7c\u4e66 <hello@yushu.im>'\n\n# \u5f00\u542f\u6570\u636e\u5e93\u67e5\u8be2\u6027\u80fd\u6d4b\u8bd5\nSQLALCHEMY_RECORD_QUERIES = True\n\n# \u6027\u80fd\u6d4b\u8bd5\u7684\u9600\u503c\nDATABASE_\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n__author__ = '\u5e26\u571f'\nSQLALCHEMY_DATABASE_URI = 'mysql+pymysql://root:mapei123@127.0.0.1:3306/awesome'\n\nSECRET_KEY = '\\x88D\\xf09\\x91\\x07\\x98\\x89\\x87\\x96\\xa0A\\xc68\\xf9\\xecJ:U\\x17\\xc5V\\xbe\\x8b\\xef\\xd7\\xd8\\xd3\\xe6\\x98*4'\n\n# Email \u914d\u7f6e\nMAIL_SERVER = 'smtp.exmail.qq.com'\nMAIL_PORT = 465\nMAIL_USE_SSL = True\nMAIL_USE_TSL = False\nMAIL_USERNAME = 'hello@yushu.im'\nMAIL_PASSWORD = 'Bmwzy1314520'\nMAIL_SUBJECT_PREFIX = '[\u9c7c\u4e66]'\nMAIL_SENDER = '\u9c7c\u4e66 <hello@yushu.im>'\n\n# \u5f00\u542f\u6570\u636e\u5e93\u67e5\u8be2\u6027\u80fd\u6d4b\u8bd5\nSQLALCHEMY_RECORD_QUERIES = True\n\n# \u6027\u80fd\u6d4b\u8bd5\u7684\u9600\u503c\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6e3cdee410d18c73bf42cae95012d7ea773e4ae
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Generated by Django 2.2 on 2020-08-01 08:08 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('users', '0013_auto_20200731_1810'), ] operations = [ migrations.AlterField( model_name='profile', name='Specialist_doctor', field=models.CharField(choices=[('جراحه اطفال', 'جراحه اططفال'), ('تخسيس', 'تخسيس'), ('عظام', 'عظام'), ('جراحه عامه', 'جراحه عامه'), ('اطفال', 'اطفال'), ('اورام', 'اورام'), ('مخ واعصاب', 'مخ واعصاب'), ('انف واذن', 'انف واذن'), ('امراض دم', 'امراض دم'), ('باطنة', 'باطنه'), ('اسنان', 'اسنان'), ('جراحه تجميل', 'جراحه تجميل'), ('حميات', 'حميات'), ('نسا وتوليد', 'نسا وتوليد')], default='باطنه', max_length=255, verbose_name='التخصص'), ), migrations.CreateModel( name='Comment', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('name', models.CharField(max_length=255, verbose_name='اسم صاحب التعليق')), ('email', models.EmailField(max_length=254, verbose_name='البريد الالكتروني')), ('body', models.TextField(verbose_name='محتوى التعليق')), ('comment_date', models.DateTimeField(auto_now_add=True)), ('active', models.BooleanField(default=False)), ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='comments', to='users.Profile')), ], ), ]
|
Code Review: ❌ Critical issues: Block at line 7 has no indented body ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 ✨ Improvements: Add docstring to class 'Migration' Line 17 too long (444 chars) - break into multiple lines Line 28 too long (134 chars) - break into multiple lines
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 1,580
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Generated by Django 2.2 on 2020-08-01 08:08\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('users', '0013_auto_20200731_1810'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='profile',\n name='Specialist_doctor',\n field=models.CharField(choices=[('\u062c\u0631\u0627\u062d\u0647 \u0627\u0637\u0641\u0627\u0644', '\u062c\u0631\u0627\u062d\u0647 \u0627\u0637\u0637\u0641\u0627\u0644'), ('\u062a\u062e\u0633\u064a\u0633', '\u062a\u062e\u0633\u064a\u0633'), ('\u0639\u0638\u0627\u0645', '\u0639\u0638\u0627\u0645'), ('\u062c\u0631\u0627\u062d\u0647 \u0639\u0627\u0645\u0647', '\u062c\u0631\u0627\u062d\u0647 \u0639\u0627\u0645\u0647'), ('\u0627\u0637\u0641\u0627\u0644', '\u0627\u0637\u0641\u0627\u0644'), ('\u0627\u0648\u0631\u0627\u0645', '\u0627\u0648\u0631\u0627\u0645'), ('\u0645\u062e \u0648\u0627\u0639\u0635\u0627\u0628', '\u0645\u062e \u0648\u0627\u0639\u0635\u0627\u0628'), ('\u0627\u0646\u0641 \u0648\u0627\u0630\u0646', '\u0627\u0646\u0641 \u0648\u0627\u0630\u0646'), ('\u0627\u0645\u0631\u0627\u0636 \u062f\u0645', '\u0627\u0645\u0631\u0627\u0636 \u062f\u0645'), ('\u0628\u0627\u0637\u0646\u0629', '\u0628\u0627\u0637\u0646\u0647'), ('\u0627\u0633\u0646\u0627\u0646', '\u0627\u0633\u0646\u0627\u0646'), ('\u062c\u0631\u0627\u062d\u0647 \u062a\u062c\u0645\u064a\u0644', '\u062c\u0631\u0627\u062d\u0647 \u062a\u062c\u0645\u064a\u0644'), ('\u062d\u0645\u064a\u0627\u062a', '\u062d\u0645\u064a\u0627\u062a'), ('\u0646\u0633\u0627 \u0648\u062a\u0648\u0644\u064a\u062f', '\u0646\u0633\u0627 \u0648\u062a\u0648\u0644\u064a\u062f')], default='\u0628\u0627\u0637\u0646\u0647', max_length=255, verbose_name='\u0627\u0644\u062a\u062e\u0635\u0635'),\n ),\n migrations.CreateModel(\n name='Comment',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('name', models.CharField(max_length=255, verbose_name='\u0627\u0633\u0645 \u0635\u0627\u062d\u0628 \u0627\u0644\u062a\u0639\u0644\u064a\u0642')),\n ('email', models.EmailField(max_length=254, verbose_name='\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a')),\n ('body', models.TextField(verbose_name='\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0642')),\n ('comment_date', models.DateTimeField(auto_now_add=True)),\n ('active', models.BooleanField(default=False)),\n ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='comments', to='users.Profile')),\n ],\n ),\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 7 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n\n\u2728 Improvements:\n Add docstring to class 'Migration'\n Line 17 too long (444 chars) - break into multiple lines\n Line 28 too long (134 chars) - break into multiple lines"}]
| false
| null | null | null |
e6e519c34806df836f150fb2649703603da92026
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from typing import Any, List, Callable from fastapi import APIRouter, HTTPException, status, BackgroundTasks from app import schemas from app.core import docker_client import json from copy import deepcopy router = APIRouter() @router.get("/images", response_model=schemas.DockerImageRespond) def get_docker_image() -> Any: images_list = docker_client.images.list(all=True) return { 'images': [{'id': image.short_id, 'tags': image.tags} for image in images_list if image.tags] } @router.get("/volumes", response_model=schemas.DockerVolumeRespond) def get_docker_volume() -> Any: volumes_list = docker_client.volumes.list() return 'volumes': [{'id': volume.short_id, 'name': volume.name} for volume in volumes_list] }
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unmatched closing bracket '}' at line 26 • IndentationError at line 25 Fix: Add missing '{' bracket at line 24
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 761
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom typing import Any, List, Callable\n\nfrom fastapi import APIRouter, HTTPException, status, BackgroundTasks\n\nfrom app import schemas\nfrom app.core import docker_client\n\nimport json\nfrom copy import deepcopy\n\nrouter = APIRouter()\n\n\n@router.get(\"/images\", response_model=schemas.DockerImageRespond)\ndef get_docker_image() -> Any:\n images_list = docker_client.images.list(all=True)\n return {\n 'images': [{'id': image.short_id, 'tags': image.tags} for image in images_list if image.tags]\n }\n\n@router.get(\"/volumes\", response_model=schemas.DockerVolumeRespond)\ndef get_docker_volume() -> Any:\n volumes_list = docker_client.volumes.list()\n return \n 'volumes': [{'id': volume.short_id, 'name': volume.name} for volume in volumes_list]\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 26\n \u2022 IndentationError at line 25\n\n Fix: Add missing '{' bracket at line 24"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e6e54d8b26245cebf1276442b433cc49edf1fc78
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ... [4 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6e829827c4e2ffcbb07be400f025860fb9ae813
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. from __future__ import unicode_literals import json import os import os.path import subprocess import sys import unittest import pytest from ...__main__ import TESTING_TOOLS_ROOT def resolve_testroot(name): projroot = os.path.join(DATA_DIR, name) return projroot, os.path.join(projroot, 'tests') def run_adapter(cmd, tool, *cliargs): try: return _run_adapter(cmd, tool, *cliargs) except subprocess.CalledProcessError: # Re-run pytest but print out stdout & stderr this time try: return _run_adapter(cmd, tool, *cliargs, hidestdio=False) except subprocess.CalledProcessError as exc: print(exc.output) def _run_adapter(cmd, tool, *cliargs, **kwargs): hidestdio = kwargs.pop('hidestdio', True) assert not kwargs kwds = {} argv = [sys.executable, SCRIPT, cmd, tool, '--'] + list(cliargs) if not hidestdio: argv.insert(4, '--no-hide-stdio') kwds['stderr'] = subprocess.STDOUT argv.append('--cache-clear') print('running {!r}'.format(' '.join(arg.rpartition(CWD + '/')[-1] for arg in argv))) return subprocess.check_output(argv, universal_newlines=True, **kwds def fix_path(nodeid): return nodeid.replace('/', os.path.sep) def fix_test_order(tests): if sys.version_info >= (3, 6): return tests fixed = [] curfile = None group = [] for test in tests: if (curfile or '???') not in test['id']: fixed.extend(sorted(group, key=lambda t: t['id'])) group = [] curfile = test['id'].partition('.py::')[0] + '.py' group.append(test) fixed.extend(sorted(group, key=lambda t: t['id'])) return fixed def fix_source(tests, testid, srcfile, lineno): testid = fix_path(testid) for test in tests: if test['id'] == testid: break else: raise KeyError('test {!r} not found'.format(testid)) if not srcfile: srcfile = test['source'].rpartition(':')[0] test['source'] = fix_path('{}:{}'.format(srcfile, lineno)) @pytest.mark.functional class PytestTests(unittest.TestCase): def complex(self, testroot): results = COMPLEX.copy() results['root'] = testroot return [results] ... [4 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 44 - expected ')' • Block at line 82 has no indented body Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 7
| 1
| 2,470
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License.\n\nfrom __future__ import unicode_literals\n\nimport json\nimport os\nimport os.path\nimport subprocess\nimport sys\nimport unittest\n\nimport pytest\n\nfrom ...__main__ import TESTING_TOOLS_ROOT\n\n\ndef resolve_testroot(name):\n projroot = os.path.join(DATA_DIR, name)\n return projroot, os.path.join(projroot, 'tests')\n\n\ndef run_adapter(cmd, tool, *cliargs):\n try:\n return _run_adapter(cmd, tool, *cliargs)\n except subprocess.CalledProcessError:\n # Re-run pytest but print out stdout & stderr this time\n try:\n return _run_adapter(cmd, tool, *cliargs, hidestdio=False)\n except subprocess.CalledProcessError as exc:\n print(exc.output)\n\n\ndef _run_adapter(cmd, tool, *cliargs, **kwargs):\n hidestdio = kwargs.pop('hidestdio', True)\n assert not kwargs\n kwds = {}\n argv = [sys.executable, SCRIPT, cmd, tool, '--'] + list(cliargs)\n if not hidestdio:\n argv.insert(4, '--no-hide-stdio')\n kwds['stderr'] = subprocess.STDOUT\n argv.append('--cache-clear')\n print('running {!r}'.format(' '.join(arg.rpartition(CWD + '/')[-1] for arg in argv)))\n return subprocess.check_output(argv,\n universal_newlines=True,\n **kwds\n\n\ndef fix_path(nodeid):\n return nodeid.replace('/', os.path.sep)\n\n\ndef fix_test_order(tests):\n if sys.version_info >= (3, 6):\n return tests\n fixed = []\n curfile = None\n group = []\n for test in tests:\n if (curfile or '???') not in test['id']:\n fixed.extend(sorted(group, key=lambda t: t['id']))\n group = []\n curfile = test['id'].partition('.py::')[0] + '.py'\n group.append(test)\n fixed.extend(sorted(group, key=lambda t: t['id']))\n return fixed\n\n\ndef fix_source(tests, testid, srcfile, lineno):\n testid = fix_path(testid)\n for test in tests:\n if test['id'] == testid:\n break\n else:\n raise KeyError('test {!r} not found'.format(testid))\n if not srcfile:\n srcfile = test['source'].rpartition(':')[0]\n test['source'] = fix_path('{}:{}'.format(srcfile, lineno))\n\n\n@pytest.mark.functional\nclass PytestTests(unittest.TestCase):\n\n def complex(self, testroot):\n results = COMPLEX.copy()\n results['root'] = testroot\n return [results]\n\n\n ... [4 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 44 - expected ')'\n \u2022 Block at line 82 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e6e833fb51a1ec7a1130669c82455b2f1f57a22e
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: ''' Wavelet kernel slice allows kernel operation on feature subset active_dims is iterable of feature dimensions to extract input_dim must equal dimension defined by active_dims ''' import numpy as np import tensorflow as tf from .. import util from . import kernel from .kernel_extras import * class WaveletSlice(kernel.Kernel): def __init__(self, input_dim, active_dims=None, shift=0, scale = 0.01, white=0.01, input_scaling=False): if input_scaling == True: self.shift = tf.Variable(shift * tf.ones([input_dim])) self.scale = tf.Variable(scale * tf.ones([input_dim])) else: self.shift = tf.Variable([shift], dtype=tf.float32) self.scale = tf.Variable([scale], dtype=tf.float32) self.input_dim = input_dim self.active_dims = active_dims self.white = white def kernel(self, points1, points2=None): if points2 is None: points2 = points1 white_noise = (self.white * util.eye(tf.shape(points1)[0]) + 0.1 * self.white * tf.ones( [tf.shape(points1)[0], tf.shape(points1)[0]])) else: white_noise = 0.01 * self.white * tf.ones( [tf.shape(points1)[0], tf.shape(points2)[0]] ) points1, points2 = dim_slice(self, points1, points2) def h(x): # Zhang wavelet #return tf.cos(1.75*x)*tf.exp(-0.5*x**2) # mexican hat wavelet return (1-x**2)*tf.exp(-0.5*x**2) kern1, kern2 = h((points1 - self.shift)/tf.exp(self.scale)), h((points2 - self.shift)/tf.exp(self.scale)) kern1, kern2 = tf.reduce_prod(kern1, axis=1), tf.reduce_prod(kern2, axis=1) kern = tf.einsum('i,j->ij', kern1, kern2) return kern + white_noise def diag_kernel(self, points): def h(x): # Zhang wavelet return tf.cos(1.75*x)*tf.exp(-0.5*x**2) # mexican hat wavelet #return (1-x**2)*tf.exp(-0.5*x**2) points = dim_slice_diag(self, points) kern = tf.reduce_prod(h((points - self.shift)/tf.exp(self.scale)) , axis=1) **2 return kern + self.white def get_params(self): return [self.shift, self.scale]
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Explicit True comparison Severity: LOW Location: Line 20 Buggy code: if input_scaling == True: Should be: if input_scaling: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
oop
|
logical_errors
|
Pythoncode:Python
| 6
| 1
| 2,231
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n'''\nWavelet kernel\nslice allows kernel operation on feature subset\nactive_dims is iterable of feature dimensions to extract\ninput_dim must equal dimension defined by active_dims\n'''\n\nimport numpy as np\nimport tensorflow as tf\n\nfrom .. import util\nfrom . import kernel\nfrom .kernel_extras import *\n\n\nclass WaveletSlice(kernel.Kernel):\n\n def __init__(self, input_dim, active_dims=None, shift=0, scale = 0.01,\n white=0.01, input_scaling=False):\n if input_scaling == True:\n self.shift = tf.Variable(shift * tf.ones([input_dim]))\n self.scale = tf.Variable(scale * tf.ones([input_dim]))\n else:\n self.shift = tf.Variable([shift], dtype=tf.float32)\n self.scale = tf.Variable([scale], dtype=tf.float32)\n self.input_dim = input_dim\n self.active_dims = active_dims\n self.white = white\n\n def kernel(self, points1, points2=None):\n if points2 is None:\n points2 = points1\n white_noise = (self.white * util.eye(tf.shape(points1)[0]) +\n 0.1 * self.white * tf.ones( [tf.shape(points1)[0], tf.shape(points1)[0]]))\n else:\n white_noise = 0.01 * self.white * tf.ones( [tf.shape(points1)[0], tf.shape(points2)[0]] )\n\n points1, points2 = dim_slice(self, points1, points2)\n\n def h(x):\n # Zhang wavelet\n #return tf.cos(1.75*x)*tf.exp(-0.5*x**2)\n # mexican hat wavelet\n return (1-x**2)*tf.exp(-0.5*x**2)\n\n kern1, kern2 = h((points1 - self.shift)/tf.exp(self.scale)), h((points2 - self.shift)/tf.exp(self.scale))\n kern1, kern2 = tf.reduce_prod(kern1, axis=1), tf.reduce_prod(kern2, axis=1)\n kern = tf.einsum('i,j->ij', kern1, kern2)\n return kern + white_noise\n\n def diag_kernel(self, points):\n def h(x):\n # Zhang wavelet\n return tf.cos(1.75*x)*tf.exp(-0.5*x**2)\n # mexican hat wavelet\n #return (1-x**2)*tf.exp(-0.5*x**2)\n\n points = dim_slice_diag(self, points)\n kern = tf.reduce_prod(h((points - self.shift)/tf.exp(self.scale)) , axis=1) **2\n return kern + self.white\n\n def get_params(self):\n return [self.shift, self.scale]"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Explicit True comparison\n Severity: LOW\n\n Location: Line 20\n\n Buggy code:\n if input_scaling == True:\n\n Should be:\n if input_scaling:\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
e6e86dd990b3c5cac611e5ac9c031855b2eafefb
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python3 #program to parse png images and change images # cmd: python3 transform.py # you must have local input/ and output/ directories # # name: R. Melton # date: 12/27/20 # cmdline: python transform.py cmd show image='city.png' --ulx=1 --uly=2 --brx=0 --bry=9 # p
|
Syntax Analysis:
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 286
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\n#!/usr/bin/python3\n#program to parse png images and change images\n# cmd: python3 transform.py\n# you must have local input/ and output/ directories\n#\n# name: R. Melton\n# date: 12/27/20\n# cmdline: python transform.py cmd show image='city.png' --ulx=1 --uly=2 --brx=0 --bry=9\n# p"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
e6e91782ecbf3d082de6c4e80c1d94b9a36175e3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def get_choice(choices: list, choice: str): """ Get the chosen option. This accept 1 and 2 as numbers. """ if choice == "1": return 0 if choice == "2": return 1 choices = list(map(str.lower, choices)) words = list(map(str.split, choices)) # Go through all words in the given message, and find any words unique to a choice for word in choice.lower().split(): if word in words[0] and word not in words[1]: return 0 elif word in words[1] and word not in words[0]: return 1 # Invalid choice return None @plugins.command(aliases="wyr rather either") async def wouldyourather(message: discord.Message, opt: options = None): """ Ask the bot if he would rather, or have the bot ask you. **Examples:** Registering a choice: `!wouldyourather lie or be lied to` Asking the bot: `!wouldyourather`"""
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 25 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 904
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef get_choice(choices: list, choice: str):\n \"\"\" Get the chosen option. This accept 1 and 2 as numbers. \"\"\"\n if choice == \"1\":\n return 0\n\n if choice == \"2\":\n return 1\n\n choices = list(map(str.lower, choices))\n words = list(map(str.split, choices))\n\n # Go through all words in the given message, and find any words unique to a choice\n for word in choice.lower().split():\n if word in words[0] and word not in words[1]:\n return 0\n elif word in words[1] and word not in words[0]:\n return 1\n\n # Invalid choice\n return None\n\n\n@plugins.command(aliases=\"wyr rather either\")\nasync def wouldyourather(message: discord.Message, opt: options = None):\n \"\"\" Ask the bot if he would rather, or have the bot ask you.\n\n **Examples:**\n\n Registering a choice: `!wouldyourather lie or be lied to`\n\n Asking the bot: `!wouldyourather`\"\"\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 25\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6e98c6da8123831026901d34d51a2a66f9be3c8
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- # ---------------------------------------------------------------------------- # Copyright 2019-2020 ARM Limited or its affiliates # # SPDX-License-Identifier: Apache-2.0 # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ---------------------------------------------------------------------------- import sys, argparse, os from suit_tool import __version__ from suit_tool import keygen from suit_tool import get_pubkey # Complete this line import re def str_to_component(s): types = { 'file' : ('file', lambda x : str(x.strip('"'))), # 'desc' : ('component-description', lambda x : str(x.strip('"'))), 'inst' : ('install-id', lambda x : [ str(y) for y in eval(x) ]), 'uri' : ('uri', lambda x : str(x.strip('"'))) } d = {types[k][0]:types[k][1](v) for k,v in [ re.split(r'=',e, maxsplit=1) for e in re.split(r''',\s*(?=["']?[a-zA-Z0-9_-]+["']?=)''', s)]} return d class MainArgumentParser(object): def __init__(self): self.parser = self._make_parser() ... [2 more functiondefs truncated] ...
|
The missing line is: import json
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 1,576
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# ----------------------------------------------------------------------------\n# Copyright 2019-2020 ARM Limited or its affiliates\n#\n# SPDX-License-Identifier: Apache-2.0\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ----------------------------------------------------------------------------\nimport sys, argparse, os\nfrom suit_tool import __version__\nfrom suit_tool import keygen \nfrom suit_tool import get_pubkey\n # Complete this line\nimport re\n\ndef str_to_component(s):\n types = {\n 'file' : ('file', lambda x : str(x.strip('\"'))),\n # 'desc' : ('component-description', lambda x : str(x.strip('\"'))),\n 'inst' : ('install-id', lambda x : [ str(y) for y in eval(x) ]),\n 'uri' : ('uri', lambda x : str(x.strip('\"')))\n }\n d = {types[k][0]:types[k][1](v) for k,v in [ re.split(r'=',e, maxsplit=1) for e in re.split(r''',\\s*(?=[\"']?[a-zA-Z0-9_-]+[\"']?=)''', s)]}\n return d\n\nclass MainArgumentParser(object):\n\n def __init__(self):\n self.parser = self._make_parser()\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nimport json"}]
| false
| null | null | null |
e6e9911a23d6bd5acc93e8e6fe7c90d813721358
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import random import time from multiprocessing import Pool def worker(name: str) -> None: print(f'Started worker {name}')
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'worker' body and add missing return
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 127
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport random\nimport time\nfrom multiprocessing import Pool\n\n\ndef worker(name: str) -> None:\n print(f'Started worker {name}')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'worker' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e6e9b0500db4a76f7cfddf89a8acd023b1673bdb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- ... [5 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 3: ... [5 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 72
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\n ... [5 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 3: ... [5 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e6e9e879bcf76ce5cfbee781823873ae94cc9222
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import re def acm_digital_library(soup): try: keywords = set() keywords_parent_ol = soup.find('ol', class_="rlist organizational-chart") keywords_divs = keywords_parent_ol.findChildren('div', recursive=True) for kw_parent in keywords_divs: kw = kw_parent.text keywords.add(regex.sub("", kw.split(",")[0])) return list(keywords) except Exception as e: print(e) return None def graphics_interface_proceedings(soup): return None def ieee_explore(soup): try: keywords = set() ggp_ul = soup.find('ul', class_="doc-keywords-list stats-keywords-list") gp_li = ggp_ul.findChildren("li", class_="doc-keywords-list-item", recursive=False) for p_li in gp_li: if p_li.find('strong').text in ["IEEE Keywords", "INSPEC: Controlled Indexing", "INSPEC: Non-Controlled Indexing", "MeSH Terms"]: for keywords_l in p_li.find('ul').findChildren("li", recursive=False): a_tag = keywords_l.find("a", class_="stats-keywords-list-item") if a_tag is not None: keywords.add(str(regex.sub("", a_tag.text.split(",")[0]))) else: keywords.add(str(regex.sub("", str(keywords_l.text).split(",")[0]))) return list(keywords) except Exception as e: print(e) return None ... [10 more functiondefs truncated] ...
|
Functions: acm_digital_library, graphics_interface_proceedings, ieee_explore This code demonstrates Pythoncode:Python programming.
|
intermediate
|
oop
|
code_explanation
|
Pythoncode:Python
| 3
| 0
| 1,474
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport re\n\ndef acm_digital_library(soup):\n try:\n keywords = set()\n keywords_parent_ol = soup.find('ol', class_=\"rlist organizational-chart\")\n keywords_divs = keywords_parent_ol.findChildren('div', recursive=True)\n for kw_parent in keywords_divs:\n kw = kw_parent.text\n keywords.add(regex.sub(\"\", kw.split(\",\")[0]))\n return list(keywords)\n except Exception as e:\n print(e)\n return None\n\n\ndef graphics_interface_proceedings(soup):\n return None\n\n\ndef ieee_explore(soup):\n try:\n keywords = set()\n ggp_ul = soup.find('ul', class_=\"doc-keywords-list stats-keywords-list\")\n gp_li = ggp_ul.findChildren(\"li\", class_=\"doc-keywords-list-item\", recursive=False)\n for p_li in gp_li:\n if p_li.find('strong').text in [\"IEEE Keywords\", \"INSPEC: Controlled Indexing\", \"INSPEC: Non-Controlled Indexing\", \"MeSH Terms\"]:\n for keywords_l in p_li.find('ul').findChildren(\"li\", recursive=False):\n a_tag = keywords_l.find(\"a\", class_=\"stats-keywords-list-item\")\n if a_tag is not None:\n keywords.add(str(regex.sub(\"\", a_tag.text.split(\",\")[0])))\n else:\n keywords.add(str(regex.sub(\"\", str(keywords_l.text).split(\",\")[0])))\n return list(keywords)\n except Exception as e:\n print(e)\n return None\n\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: acm_digital_library, graphics_interface_proceedings, ieee_explore\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6e9ffb5e0649025342ebb242012d9b21913b192
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.db import models from django.urls import reverse from django.utils import timezone from django.utils.safestring import mark_safe from django.conf import settings class UnknownCitationFormat(Exception): def __init__(self, flavor): self._flavor = flavor def __str__(self): return f"Unknown citation format flavor '{self._flavor}'." class Publication(models.Model): LICENSE_CHOICES = [(k, settings.CC_LICENSE_INFOS[k]['option_name']) for k in ['cc0-1.0', 'ccby-4.0', 'ccbysa-4.0']] short_url = models.CharField(max_length=10, unique=True, null=True) surface = models.OneToOneField("manager.Surface", on_delete=models.PROTECT, related_name='publication') original_surface = models.ForeignKey("manager.Surface", on_delete=models.SET_NULL, null=True, related_name='derived_publications') publisher = models.ForeignKey("users.User", on_delete=models.PROTECT) publisher_orcid_id = models.CharField(max_length=19, default='') # 16 digits including 3 dashes version = models.PositiveIntegerField(default=1) datetime = models.DateTimeField(auto_now_add=True) license = models.CharField(max_length=12, choices=LICENSE_CHOICES, blank=False, default='') authors = models.CharField(max_length=MAX_LEN_AUTHORS_FIELD) container = models.FileField(max_length=50, default='') def get_absolute_url(self): return reverse('publication:go', args=[self.short_url]) def get_full_url(self, request): return request.build_absolute_uri(self.get_absolute_url()) def get_citation(self, flavor, request): if flavor not in CITATION_FORMAT_FLAVORS: raise UnknownCitationFormat(flavor) method_name = '_get_citation_as_'+flavor return getattr(self, method_name)(request) def _get_citation_as_html(self, request): s = '{authors}. ({year}). contact.engineering. <em>{surface.name} (Version {version})</em>.' s += ' <a href="{publication_url}">{publication_url}</a>' s = s.format( authors=self.authors, year=self.datetime.year, version=self.version, surface=self.surface, publication_url=self.get_full_url(request), ) return mark_safe(s) def _get_citation_as_ris(self, request): # see http://refdb.sourceforge.net/manual-0.9.6/sect1-ris-format.html # or https://en.wikipedia.org/wiki/RIS_(file_format) # or https://web.archive.org/web/20120526103719/http://refman.com/support/risformat_intro.asp # https://web.archive.org/web/20120717122530/http://refman.com/support/direct%20export.zip s = "" ... [5 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 15 has no indented body Invalid syntax at line 64: ... [5 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 41 Unexpected indentation at line 42 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 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 7
| 2
| 2,778
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.db import models\nfrom django.urls import reverse\nfrom django.utils import timezone\nfrom django.utils.safestring import mark_safe\nfrom django.conf import settings\n\nclass UnknownCitationFormat(Exception):\n def __init__(self, flavor):\n self._flavor = flavor\n\n def __str__(self):\n return f\"Unknown citation format flavor '{self._flavor}'.\"\n\n\nclass Publication(models.Model):\n\n LICENSE_CHOICES = [(k, settings.CC_LICENSE_INFOS[k]['option_name'])\n for k in ['cc0-1.0', 'ccby-4.0', 'ccbysa-4.0']]\n\n short_url = models.CharField(max_length=10, unique=True, null=True)\n surface = models.OneToOneField(\"manager.Surface\", on_delete=models.PROTECT, related_name='publication')\n original_surface = models.ForeignKey(\"manager.Surface\", on_delete=models.SET_NULL,\n null=True, related_name='derived_publications')\n publisher = models.ForeignKey(\"users.User\", on_delete=models.PROTECT)\n publisher_orcid_id = models.CharField(max_length=19, default='') # 16 digits including 3 dashes\n version = models.PositiveIntegerField(default=1)\n datetime = models.DateTimeField(auto_now_add=True)\n license = models.CharField(max_length=12, choices=LICENSE_CHOICES, blank=False, default='')\n authors = models.CharField(max_length=MAX_LEN_AUTHORS_FIELD)\n container = models.FileField(max_length=50, default='')\n\n def get_absolute_url(self):\n return reverse('publication:go', args=[self.short_url])\n\n def get_full_url(self, request):\n return request.build_absolute_uri(self.get_absolute_url())\n\n def get_citation(self, flavor, request):\n if flavor not in CITATION_FORMAT_FLAVORS:\n raise UnknownCitationFormat(flavor)\n method_name = '_get_citation_as_'+flavor\n return getattr(self, method_name)(request)\n\n def _get_citation_as_html(self, request):\n s = '{authors}. ({year}). contact.engineering. <em>{surface.name} (Version {version})</em>.'\n s += ' <a href=\"{publication_url}\">{publication_url}</a>'\n s = s.format(\n authors=self.authors,\n year=self.datetime.year,\n version=self.version,\n surface=self.surface,\n publication_url=self.get_full_url(request),\n )\n return mark_safe(s)\n\n def _get_citation_as_ris(self, request):\n # see http://refdb.sourceforge.net/manual-0.9.6/sect1-ris-format.html\n # or https://en.wikipedia.org/wiki/RIS_(file_format)\n # or https://web.archive.org/web/20120526103719/http://refman.com/support/risformat_intro.asp\n # https://web.archive.org/web/20120717122530/http://refman.com/support/direct%20export.zip\n s = \"\"\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 15 has no indented body\n Invalid syntax at line 64: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 41\n Unexpected indentation at line 42\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 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e6ea376dac46236ea3d4ce92ad3215d1dbffb660
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.10.5 on 2017-07-24 19:36 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('vendor', '0002_store_image'), ] operations = [ migrations.AddField( model_name='store', name='password', field=models.CharField(default=1, max_length=30), preserve_default=False, ), ]
|
Classes: Migration This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 489
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.10.5 on 2017-07-24 19:36\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('vendor', '0002_store_image'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='store',\n name='password',\n field=models.CharField(default=1, max_length=30),\n preserve_default=False,\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6ea40233a3bb49f837e23e4f39a0fd85da9fe09
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ Your module description """ """ this is my second py code for my second lecture """ #print ('hello world') # this is a single line commment # this is my second line comment #print(type("123.")) #print ("Hello World".upper()) #print("Hello World".lower()) #print("hello" + "world" + ".") #print(2**3) #my_str = "hello world" #print(my_str) #my_str = "Tom" #print(my_str) my_int = 2 my_float = 3.0 print(my_int + my_float)
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ✨ Improvements: Add closing quote at line 1 Remove debug print() at line 34 before production
|
intermediate
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 440
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nYour module description\n\"\"\"\n\"\"\"\nthis is my second py code\n\nfor my second lecture\n\"\"\"\n\n#print ('hello world') # this is a single line commment \n\n# this is my second line comment \n\n#print(type(\"123.\"))\n\n#print (\"Hello World\".upper())\n#print(\"Hello World\".lower())\n\n#print(\"hello\" + \"world\" + \".\")\n\n#print(2**3)\n\n#my_str = \"hello world\"\n#print(my_str)\n\n#my_str = \"Tom\"\n#print(my_str)\n\n\nmy_int = 2\n\nmy_float = 3.0 \n\nprint(my_int + my_float)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u2728 Improvements:\n Add closing quote at line 1\n Remove debug print() at line 34 before production"}]
| false
| null | null | null |
e6eadd6e5aefadc0d052f84f6f0acadbd4bc7e84
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def play_recursively_combat(p1: list, p2: list) -> bool: rounds = set() winner = None while len(p1) > 0 and len(p2) > 0: r = tuple(p1 + [-1] + p2) if r in rounds: return True else: rounds.add(r) c1 = p1.pop(0) c2 = p2.pop(0) if c1 <= len(p1) and c2 <= len(p2): winner = play_recursively_combat(p1[:c1], p2[:c2]) else: winner = c1 > c2 if winner: p1.append(c1) p1.append(c2) else: p2.append(c2) p2.append(c1) return winner def play_combat(s: str): p1, p2 = s.strip().split("\n\n") p1, p2 = convert_cards(p1), convert_cards(p2) winner = play_recursively_combat(p1, p2) w = p1 if winner else p2 s = 0 for i, c in enumerate(reversed(w), 1): s += c * i return s
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 886
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef play_recursively_combat(p1: list, p2: list) -> bool:\n rounds = set()\n winner = None\n while len(p1) > 0 and len(p2) > 0:\n r = tuple(p1 + [-1] + p2)\n if r in rounds:\n return True\n else:\n rounds.add(r)\n\n c1 = p1.pop(0)\n c2 = p2.pop(0)\n\n if c1 <= len(p1) and c2 <= len(p2):\n winner = play_recursively_combat(p1[:c1], p2[:c2])\n else:\n winner = c1 > c2\n\n if winner:\n p1.append(c1)\n p1.append(c2)\n else:\n p2.append(c2)\n p2.append(c1)\n\n return winner\n\n\ndef play_combat(s: str):\n p1, p2 = s.strip().split(\"\\n\\n\")\n p1, p2 = convert_cards(p1), convert_cards(p2)\n\n winner = play_recursively_combat(p1, p2)\n\n w = p1 if winner else p2\n s = 0\n for i, c in enumerate(reversed(w), 1):\n s += c * i\n return s"}, {"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
|
e6eb31b711fe08af2de8afcc37c668f59c3bdd16
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from enum import Enum class LoginOpCode(Enum): ''' Opcodes during login process ''' LOGIN_CHALL = 0x00 LOGIN_PROOF = 0x01 RECON_CHALL = 0x02 # currently do not in use RECON_PROOF = 0x03 # currently do not in use REALMLIST = 0x10 class LoginResult(Enum): ''' Error codes ''' SUCCESS = 0x00
|
Code Review: ❌ Critical issues: Block at line 4 has no indented body ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 17
|
intermediate
|
machine_learning
|
code_review
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Pythoncode:Python
| 0
| 2
| 335
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom enum import Enum\n\n\nclass LoginOpCode(Enum):\n\n ''' Opcodes during login process '''\n\n LOGIN_CHALL = 0x00\n LOGIN_PROOF = 0x01\n RECON_CHALL = 0x02 # currently do not in use\n RECON_PROOF = 0x03 # currently do not in use\n REALMLIST = 0x10\n\n\nclass LoginResult(Enum):\n ''' Error codes '''\n SUCCESS = 0x00"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 4 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 17"}]
| false
| null | null | null |
e6ecb90ea1c9f175831984d63548bf549ba7937d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: ''' Created on Jun 17, 2021 @author: Sean ''' import PDF2CSV_GUI def main(): j = PDF2CSV_GUI.Convert_GUI() if __name__ == "__main__": main()
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 7 Unexpected indentation at line 10 💡 Suggestions: Add closing quote at line 1
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beginner
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ui
|
debugging
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Pythoncode:Python
| 1
| 0
| 164
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n'''\r\nCreated on Jun 17, 2021\r\n\r\n@author: Sean\r\n'''\r\nimport PDF2CSV_GUI\r\n\r\ndef main():\r\n j = PDF2CSV_GUI.Convert_GUI()\r\n\r\n\r\nif __name__ == \"__main__\":\r\n main()"}, {"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 3\n Unexpected indentation at line 7\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
e6ee404e9353e9098c1662d7447e96af2b5999cf
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/python import praw reddit = praw.Reddit('mob-secondbot') subreddit = reddit.subreddit("learnpython") for submission in subreddit.hot(limit=5): print("Title: ", submission.title) print("Text: ", submission.selftext) print("Score: ", submission.score) print("---------------------------------\n")
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Code Review: ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 ✨ Improvements: Remove debug print() at line 9 before production Remove debug print() at line 10 before production Remove debug print() at line 11 before production Remove debug print() at line 12 before production
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intermediate
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general
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code_review
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Pythoncode:Python
| 0
| 0
| 325
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/python\nimport praw\n\nreddit = praw.Reddit('mob-secondbot')\n\nsubreddit = reddit.subreddit(\"learnpython\")\n\nfor submission in subreddit.hot(limit=5):\n print(\"Title: \", submission.title)\n print(\"Text: \", submission.selftext)\n print(\"Score: \", submission.score)\n print(\"---------------------------------\\n\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n\n\u2728 Improvements:\n Remove debug print() at line 9 before production\n Remove debug print() at line 10 before production\n Remove debug print() at line 11 before production\n Remove debug print() at line 12 before production"}]
| false
| null | null | null |
e6ee7c4e821041f353c4df40b51b9e9fed815d11
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from subprocess import Popen, PIPE, call name = "kazuate_liar.o" src = """ #include <iostream> #include <random> using namespace std; int main() { random_device rd; mt19937 mt(rd()); uniform_int_distribution<int> randfive(0, 4); uniform_int_distribution<int> randint(1, 100); int count = 0; int num = randint(mt); while (1) { int i; cout << "数を当ててみて "; cin >> i; if (i < 1 || i > 100) # Complete this line cout << "不正な入力です。" << endl; continue; } count++; bool liar = randfive(mt) == 0; if (i == num) { cout << "正解です。おめでとう。 (" << count << " 回目)" << endl; break; } else if ((liar && i > num) || i < num) { cout << "もっと大きいよ。" << endl; } else { cout << "もっと小さいよ。" << endl; } } return 0; } """; proc = Popen(["g++", "-o", name, "-x", "c++", "-"], stdin = PIPE); proc.communicate(src.encode()); call(["./" + name]);
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The missing line is: {
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intermediate
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database
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 1,052
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom subprocess import Popen, PIPE, call\n\nname = \"kazuate_liar.o\"\nsrc = \"\"\"\n\n#include <iostream>\n#include <random>\n\nusing namespace std;\n\nint main()\n{\n random_device rd;\n mt19937 mt(rd());\n uniform_int_distribution<int> randfive(0, 4);\n uniform_int_distribution<int> randint(1, 100);\n\n int count = 0;\n int num = randint(mt);\n\n while (1)\n {\n int i;\n cout << \"\u6570\u3092\u5f53\u3066\u3066\u307f\u3066 \";\n cin >> i;\n\n if (i < 1 || i > 100)\n # Complete this line\n cout << \"\u4e0d\u6b63\u306a\u5165\u529b\u3067\u3059\u3002\" << endl;\n continue;\n }\n\n count++;\n bool liar = randfive(mt) == 0;\n\n if (i == num)\n {\n cout << \"\u6b63\u89e3\u3067\u3059\u3002\u304a\u3081\u3067\u3068\u3046\u3002 (\" << count << \" \u56de\u76ee)\" << endl;\n break;\n }\n else if ((liar && i > num) || i < num)\n {\n cout << \"\u3082\u3063\u3068\u5927\u304d\u3044\u3088\u3002\" << endl;\n }\n else\n {\n cout << \"\u3082\u3063\u3068\u5c0f\u3055\u3044\u3088\u3002\" << endl;\n }\n }\n\n return 0;\n}\n\n\"\"\";\n\nproc = Popen([\"g++\", \"-o\", name, \"-x\", \"c++\", \"-\"], stdin = PIPE);\nproc.communicate(src.encode());\ncall([\"./\" + name]);"}, {"role": "assistant", "content": "The missing line is:\n {"}]
| false
| null | null | null |
e6ee864c778e3c7bd05d01ccaa072084d9d7a6f7
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ Terrafort Generate terraform templates for specific resources """ import click from .providers.aws import Aws @click.group() @click.option('--commands', is_flag=True, Error: SyntaxError / EOF
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Fixed Code: """ Terrafort Generate terraform templates for specific resources """ import click from .providers.aws import Aws @click.group() @click.option('--commands', is_flag=True, help="Output import commands instead of a terraform template") @click.version_option() @click.pass_context def cli(ctx, commands=False): ctx.obj = {'commands': commands} Explanation: Complete the truncated code structure
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intermediate
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database
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error_fixing
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Pythoncode:Python
| 1
| 0
| 200
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\nTerrafort\nGenerate terraform templates for specific resources\n\"\"\"\n\nimport click\n\nfrom .providers.aws import Aws\n\n\n@click.group()\n@click.option('--commands',\n is_flag=True,\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\nTerrafort\nGenerate terraform templates for specific resources\n\"\"\"\n\nimport click\n\nfrom .providers.aws import Aws\n\n\n@click.group()\n@click.option('--commands',\n is_flag=True,\n help=\"Output import commands instead of a terraform template\")\n@click.version_option()\n@click.pass_context\ndef cli(ctx, commands=False):\n ctx.obj = {'commands': commands}\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6eeea99216e21aebde0241d03385a480d8c6df4
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import discord import app_util class Ping(app_util.Cog): def __init__(self, bot: app_util.Bot): self.bot = bot @app_util.Cog.command( command=app_util.SlashCommand( name='ping', description='shows avg ping of client' ), guild_id=877399405056102431 ) async def command(self, ctx: app_util.Context): await ctx.send_response(embed=discord.Embed(title=f'{self.bot.latency * 1000:.2f}ms')) def setup(bot: app_util.Bot): bot.add_application_cog(Ping(bot))
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Code Review: ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 ✨ Improvements: Add docstring to class 'Ping'
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advanced
|
ui
|
code_review
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Pythoncode:Python
| 2
| 1
| 528
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport discord\nimport app_util\n\n\n\nclass Ping(app_util.Cog):\n def __init__(self, bot: app_util.Bot):\n self.bot = bot\n\n @app_util.Cog.command(\n command=app_util.SlashCommand(\n name='ping', description='shows avg ping of client'\n ),\n guild_id=877399405056102431\n )\n async def command(self, ctx: app_util.Context):\n await ctx.send_response(embed=discord.Embed(title=f'{self.bot.latency * 1000:.2f}ms'))\n\n\ndef setup(bot: app_util.Bot):\n bot.add_application_cog(Ping(bot))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\u2728 Improvements:\n Add docstring to class 'Ping'"}]
| false
| null | null | null |
e6efe17c4e6e08ec55040433cf5ea1ff20fecb68
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 import sys import re import numpy as np from PIL import Image moves = { 'e': (2, 0), 'se': (1, 2), 'sw': (-1, 2), 'w': (-2, 0), 'nw': (-1, -2), 'ne': (1, -2) } # Save (x, y): True/False in tiles. True = black, False = white. tiles = {} for line in open(sys.argv[1]).read().splitlines(): pos = np.array((0, 0)) for d in re.findall(r'e|se|sw|w|nw|ne', line): pos += moves[d] t = tuple(pos) if t in tiles: tiles[t] = not tiles[t] else: tiles[t] = True # Part 1 print('black:', sum(val == True for val in tiles.values())) # -- Part 2 -- # take a chance on how wide it needs to be width = 300 heigth = 300 board = np.zeros(width * heigth, dtype=np.int8) board = board.reshape(heigth, width) # Fill in tiles, move to center for key, value in tiles.items(): x, y = key x += width // 2 y += heigth // 2 board[y][x] = value def black_neighbours(y, x, b): # Complete this line for m in moves.values(): num += b[(y + m[1], x + m[0])] return num def game(): board_copy = np.copy(board) w, h = board.shape # Don't do outer edge (to avoid special cases) for y in range(2, h - 2): for x in range(2, w - 2): tile = board_copy[(y, x)] n = black_neighbours(y, x, board_copy) if tile: # black if n == 0 or n > 2: board[(y, x)] = False else: # white if n == 2: board[(y, x)] = True def save_image(day): colours = [(0, 0, 0), (255, 255, 255)] im = Image.new('RGB', (width, heigth)) for y in range(heigth): for x in range(width): c = colours[board[y][x]] im.putpixel((x, y), c) im.save('img%03d.png' % (day)) save_image(0) for day in range(1, 101): game() save_image(day) print('Day %d: %d' % (day, len(np.where(board == True)[0]))) ys, xs = np.where(board) print(min(ys), max(ys), min(xs), max(xs))
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The missing line is: num = 0
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intermediate
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general
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fill_in_the_blank
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Pythoncode:Python
| 3
| 0
| 2,017
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport sys\nimport re\nimport numpy as np\nfrom PIL import Image\n\nmoves = { 'e': (2, 0), 'se': (1, 2), 'sw': (-1, 2), 'w': (-2, 0), 'nw': (-1, -2), 'ne': (1, -2) }\n\n# Save (x, y): True/False in tiles. True = black, False = white.\ntiles = {}\n\nfor line in open(sys.argv[1]).read().splitlines():\n pos = np.array((0, 0))\n for d in re.findall(r'e|se|sw|w|nw|ne', line):\n pos += moves[d]\n t = tuple(pos)\n if t in tiles:\n tiles[t] = not tiles[t]\n else:\n tiles[t] = True\n\n# Part 1\nprint('black:', sum(val == True for val in tiles.values()))\n\n# -- Part 2 --\n\n# take a chance on how wide it needs to be\nwidth = 300\nheigth = 300\nboard = np.zeros(width * heigth, dtype=np.int8)\nboard = board.reshape(heigth, width)\n\n# Fill in tiles, move to center\nfor key, value in tiles.items():\n x, y = key\n x += width // 2\n y += heigth // 2\n board[y][x] = value\n\ndef black_neighbours(y, x, b):\n # Complete this line\n for m in moves.values():\n num += b[(y + m[1], x + m[0])]\n return num\n\ndef game():\n board_copy = np.copy(board)\n w, h = board.shape\n # Don't do outer edge (to avoid special cases)\n for y in range(2, h - 2):\n for x in range(2, w - 2):\n tile = board_copy[(y, x)]\n n = black_neighbours(y, x, board_copy)\n if tile:\n # black\n if n == 0 or n > 2:\n board[(y, x)] = False\n else:\n # white\n if n == 2:\n board[(y, x)] = True\n\ndef save_image(day):\n colours = [(0, 0, 0), (255, 255, 255)]\n im = Image.new('RGB', (width, heigth))\n for y in range(heigth):\n for x in range(width):\n c = colours[board[y][x]]\n im.putpixel((x, y), c)\n im.save('img%03d.png' % (day))\n\nsave_image(0)\nfor day in range(1, 101):\n game()\n save_image(day)\n print('Day %d: %d' % (day, len(np.where(board == True)[0])))\n\nys, xs = np.where(board)\nprint(min(ys), max(ys), min(xs), max(xs))"}, {"role": "assistant", "content": "The missing line is:\n num = 0"}]
| false
| null | null | null |
e6f05425230fc70414cb78c1b2738e7f0e282ac0
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2017 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. from __future__ import absolute_import from __future__ import print_function import argparse import gzip import json import os import shutil import six from six.moves import zip class Process(object): def __init__(self): self.pid = None self.name = None self.labels = None self.types = {} self.strings = {} self.stackframes = {} self.allocators = None self.version = None class Entry(object): def __init__(self): # Complete this line self.size = None self.type = None self.stackframe = None class GraphDump(object): def __init__(self): self.pid = None self.name = None self.labels = None self.heap = None self.root = '' self.leaks = '' self.leak_stackframes = 0 self.leak_objects = 0 def OpenTraceFile(file_path, mode): if file_path.endswith('.gz'): return gzip.open(file_path, mode + 'b') return open(file_path, mode + 't') ... [17 more functiondefs truncated] ...
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The missing line is: self.count = None
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advanced
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oop
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fill_in_the_blank
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Pythoncode:Python
| 4
| 3
| 1,159
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2017 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\n\nfrom __future__ import absolute_import\nfrom __future__ import print_function\nimport argparse\nimport gzip\nimport json\nimport os\nimport shutil\nimport six\nfrom six.moves import zip\n\nclass Process(object):\n\n def __init__(self):\n self.pid = None\n self.name = None\n self.labels = None\n self.types = {}\n self.strings = {}\n self.stackframes = {}\n self.allocators = None\n self.version = None\n\n\nclass Entry(object):\n\n def __init__(self):\n # Complete this line\n self.size = None\n self.type = None\n self.stackframe = None\n\n\nclass GraphDump(object):\n\n def __init__(self):\n self.pid = None\n self.name = None\n self.labels = None\n self.heap = None\n self.root = ''\n self.leaks = ''\n self.leak_stackframes = 0\n self.leak_objects = 0\n\ndef OpenTraceFile(file_path, mode):\n if file_path.endswith('.gz'):\n return gzip.open(file_path, mode + 'b')\n return open(file_path, mode + 't')\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n self.count = None"}]
| false
| null | null | null |
e6f0fc4f8d5c7522b3b6e45957a0edd9bcec2662
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 2: ... [1 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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beginner
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general
|
debugging
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Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\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 2: ... [1 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e6f21f20dc1c7283a540aac397169a7429e851b1
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class Calculations: def __init__(self, first, second): self.first = first self.second = second def add(self): print(self.first + self.second) def subtract(self): print(self.first - self.second) def multiply(self): print(self.first * self.second) def divide(self): if second == 0: print("Can't divide by zero") else: print(self.first / self.second) def main(): print("Calculator has started") while True: a = float(input("Enter first number ")) b = float(input("Enter second number ")) chooseop = 1 calc=Calculations(a, b) while (chooseop == 1) | (chooseop == 2) | (chooseop == 3) | (chooseop == 4): chooseop = int(input("Enter 1 for addition, 2 for subtraction, 3 for multiplication and 4 for division ")) print(chooseop) if chooseop == 1: calc.add() break elif chooseop == 2: calc.subtract() break elif chooseop == 3: calc.multiply() break elif chooseop == 4: calc.divide() break elif (chooseop != 1) & (chooseop != 2) & (chooseop != 3) & (chooseop != 4): print("Invalid operation number") if __name__ == "__main__": main()
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Code Review: ❌ Critical issues: Unterminated string literal at line 17 ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 20 Unexpected indentation at line 24 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 34 Unexpected indentation at line 35 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 46 Potential division by zero - add validation ✨ Improvements: Add closing quote at line 17 Add docstring to class 'Calculations' Remove debug print() at line 7 before production Remove debug print() at line 10 before production Remove debug print() at line 13 before production Remove debug print() at line 17 before production Remove debug print() at line 19 before production Remove debug print() at line 23 before production Remove debug print() at line 31 before production Remove debug print() at line 45 before production
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advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 6
| 1
| 1,460
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass Calculations:\r\n def __init__(self, first, second):\r\n self.first = first\r\n self.second = second\r\n\r\n def add(self):\r\n print(self.first + self.second)\r\n\r\n def subtract(self):\r\n print(self.first - self.second)\r\n\r\n def multiply(self):\r\n print(self.first * self.second)\r\n\r\n def divide(self):\r\n if second == 0:\r\n print(\"Can't divide by zero\")\r\n else:\r\n print(self.first / self.second)\r\n\r\n\r\ndef main():\r\n print(\"Calculator has started\")\r\n while True:\r\n a = float(input(\"Enter first number \"))\r\n b = float(input(\"Enter second number \"))\r\n chooseop = 1\r\n calc=Calculations(a, b)\r\n while (chooseop == 1) | (chooseop == 2) | (chooseop == 3) | (chooseop == 4):\r\n chooseop = int(input(\"Enter 1 for addition, 2 for subtraction, 3 for multiplication and 4 for division \"))\r\n print(chooseop)\r\n if chooseop == 1:\r\n calc.add()\r\n break\r\n elif chooseop == 2:\r\n calc.subtract()\r\n break\r\n elif chooseop == 3:\r\n calc.multiply()\r\n break\r\n elif chooseop == 4:\r\n calc.divide()\r\n break\r\n elif (chooseop != 1) & (chooseop != 2) & (chooseop != 3) & (chooseop != 4):\r\n print(\"Invalid operation number\")\r\n\r\nif __name__ == \"__main__\":\r\n main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 17\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n Unexpected indentation at line 24\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 34\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 46\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 17\n Add docstring to class 'Calculations'\n Remove debug print() at line 7 before production\n Remove debug print() at line 10 before production\n Remove debug print() at line 13 before production\n Remove debug print() at line 17 before production\n Remove debug print() at line 19 before production\n Remove debug print() at line 23 before production\n Remove debug print() at line 31 before production\n Remove debug print() at line 45 before production"}]
| false
| null | null | null |
e6f290178fbe89e1c3a852359d5e4b95ce0dd4ec
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # you can write to stdout for debugging purposes, e.g. # print("this is a debug message") ''' Rotate an array A to the right by a given number of steps K. Covert the array to a deque Apply the rotate() method the rotate the deque in positive K steps Convert the deque to array ''' from collections import deque def solution(A, K): # write your code in Python 3.6 deq_A = deque(A) deq_A.rotate(K) return list(deq_A)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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general
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 460
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# you can write to stdout for debugging purposes, e.g.\n# print(\"this is a debug message\")\n\n'''\n Rotate an array A to the right by a given number of steps K.\n \n Covert the array to a deque\n Apply the rotate() method the rotate the deque in positive K steps\n Convert the deque to array\n \n'''\n\nfrom collections import deque\n\ndef solution(A, K):\n # write your code in Python 3.6\n deq_A = deque(A)\n deq_A.rotate(K)\n return list(deq_A)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6f2fef589655b9bf1c7a2c668ca919bfd152a24
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- def bytes(string, encoding): return string.encode(encoding) class TestMarkdownBasics(unittest.TestCase): """ Tests basics of the Markdown class. """ def setUp(self): """ Create instance of Markdown. """ self.md = markdown.Markdown() def testBlankInput(self): """ Test blank input. """ self.assertEqual(self.md.convert(''), '') def testWhitespaceOnly(self): """ Test input of only whitespace. """ self.assertEqual(self.md.convert(' '), '') def testSimpleInput(self): """ Test simple input. """ self.assertEqual(self.md.convert('foo'), '<p>foo</p>') def testInstanceExtension(self): """ Test Extension loading with a class instance. """ from markdown.extensions.footnotes import FootnoteExtension markdown.Markdown(extensions=[FootnoteExtension()]) def testEntryPointExtension(self): """ Test Extension loading with an entry point. """ markdown.Markdown(extensions=['footnotes']) def testDotNotationExtension(self): """ Test Extension loading with Name (`path.to.module`). """ markdown.Markdown(extensions=['markdown.extensions.footnotes']) def testDotNotationExtensionWithClass(self): """ Test Extension loading with class name (`path.to.module:Class`). """ markdown.Markdown(extensions=['markdown.extensions.footnotes:FootnoteExtension']) class TestConvertFile(unittest.TestCase): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ Tests of ConvertFile. """ def setUp(self): self.saved = sys.stdin, sys.stdout sys.stdin = BytesIO(bytes('foo', encoding='utf-8'))
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advanced
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testing
|
incomplete_code
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Pythoncode:Python
| 15
| 3
| 1,500
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n def bytes(string, encoding):\n return string.encode(encoding)\n\n\nclass TestMarkdownBasics(unittest.TestCase):\n \"\"\" Tests basics of the Markdown class. \"\"\"\n\n def setUp(self):\n \"\"\" Create instance of Markdown. \"\"\"\n self.md = markdown.Markdown()\n\n def testBlankInput(self):\n \"\"\" Test blank input. \"\"\"\n self.assertEqual(self.md.convert(''), '')\n\n def testWhitespaceOnly(self):\n \"\"\" Test input of only whitespace. \"\"\"\n self.assertEqual(self.md.convert(' '), '')\n\n def testSimpleInput(self):\n \"\"\" Test simple input. \"\"\"\n self.assertEqual(self.md.convert('foo'), '<p>foo</p>')\n\n def testInstanceExtension(self):\n \"\"\" Test Extension loading with a class instance. \"\"\"\n from markdown.extensions.footnotes import FootnoteExtension\n markdown.Markdown(extensions=[FootnoteExtension()])\n\n def testEntryPointExtension(self):\n \"\"\" Test Extension loading with an entry point. \"\"\"\n markdown.Markdown(extensions=['footnotes'])\n\n def testDotNotationExtension(self):\n \"\"\" Test Extension loading with Name (`path.to.module`). \"\"\"\n markdown.Markdown(extensions=['markdown.extensions.footnotes'])\n\n def testDotNotationExtensionWithClass(self):\n \"\"\" Test Extension loading with class name (`path.to.module:Class`). \"\"\"\n markdown.Markdown(extensions=['markdown.extensions.footnotes:FootnoteExtension'])\n\n\nclass TestConvertFile(unittest.TestCase):\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 \"\"\" Tests of ConvertFile. \"\"\"\n\n def setUp(self):\n self.saved = sys.stdin, sys.stdout\n sys.stdin = BytesIO(bytes('foo', encoding='utf-8'))"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6f36e3d6234b36ef09fd70fd1be755548b506ba
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os class StressedNetConfig: def __init__(self, synaptic_environmental_constraint=0.8, group_environmental_constraint=0.6, stress_factor=0.8, save_folder=os.path.expanduser("~/.nervous/models/")): self._synaptic_environmental_constraint = synaptic_environmental_constraint self._group_environmental_constraint = group_environmental_constraint self._stress_factor = stress_factor self._save_folder = save_folder self._sanitize() def _sanitize(self): if 1. < self._group_environmental_constraint <= 0.: raise ValueError("Group environmental constraint has to be in the range [0. - 1.)") if 1. < self._synaptic_environmental_constraint <= 0.: raise ValueError("Synaptic environmental constraint has to be in the range [0. - 1.)") if 1. < self._stress_factor <= 0.: raise ValueError("Stress factor has to be in the range [0. - 1.)") if not os.path.exists(self._save_folder): os.makedirs(self._save_folder) @property def synaptic_environmental_constraint(self): return self._synaptic_environmental_constraint @synaptic_environmental_constraint.setter def synaptic_environmental_constraint(self, value): self._synaptic_environmental_constraint = value self._sanitize() @property def group_environmental_constraint(self): return self._group_environmental_constraint @group_environmental_constraint.setter def group_environmental_constraint(self, value): self._group_environmental_constraint = value self._sanitize() @property def stress_factor(self): return self._stress_factor @stress_factor.setter def stress_factor(self, value): self._stress_factor = value self._sanitize() @property def save_folder(self): return self._save_folder @save_folder.setter def save_folder(self, value): self._save_folder = value self._sanitize() def __getitem__(self, item): if item == "self": raise ValueError("Hahaha") return self.__dict__[item]
|
Code analysis results: 🔴 Errors found: Unmatched closing bracket ')' at line 19 Unmatched closing bracket ')' at line 19 Unmatched closing bracket ')' at line 21 Unmatched closing bracket ')' at line 21 Unmatched closing bracket ')' at line 23 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Add closing ']' bracket Add closing ')' bracket Add closing ']' bracket
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advanced
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machine_learning
|
debugging
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Pythoncode:Python
| 11
| 1
| 2,230
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\n\n\nclass StressedNetConfig:\n\n def __init__(self,\n synaptic_environmental_constraint=0.8,\n group_environmental_constraint=0.6,\n stress_factor=0.8,\n save_folder=os.path.expanduser(\"~/.nervous/models/\")):\n self._synaptic_environmental_constraint = synaptic_environmental_constraint\n self._group_environmental_constraint = group_environmental_constraint\n self._stress_factor = stress_factor\n self._save_folder = save_folder\n self._sanitize()\n\n def _sanitize(self):\n if 1. < self._group_environmental_constraint <= 0.:\n raise ValueError(\"Group environmental constraint has to be in the range [0. - 1.)\")\n if 1. < self._synaptic_environmental_constraint <= 0.:\n raise ValueError(\"Synaptic environmental constraint has to be in the range [0. - 1.)\")\n if 1. < self._stress_factor <= 0.:\n raise ValueError(\"Stress factor has to be in the range [0. - 1.)\")\n if not os.path.exists(self._save_folder):\n os.makedirs(self._save_folder)\n\n @property\n def synaptic_environmental_constraint(self):\n return self._synaptic_environmental_constraint\n\n @synaptic_environmental_constraint.setter\n def synaptic_environmental_constraint(self, value):\n self._synaptic_environmental_constraint = value\n self._sanitize()\n\n @property\n def group_environmental_constraint(self):\n return self._group_environmental_constraint\n\n @group_environmental_constraint.setter\n def group_environmental_constraint(self, value):\n self._group_environmental_constraint = value\n self._sanitize()\n\n @property\n def stress_factor(self):\n return self._stress_factor\n\n @stress_factor.setter\n def stress_factor(self, value):\n self._stress_factor = value\n self._sanitize()\n\n @property\n def save_folder(self):\n return self._save_folder\n\n @save_folder.setter\n def save_folder(self, value):\n self._save_folder = value\n self._sanitize()\n\n def __getitem__(self, item):\n if item == \"self\":\n raise ValueError(\"Hahaha\")\n return self.__dict__[item]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unmatched closing bracket ')' at line 19\n Unmatched closing bracket ')' at line 19\n Unmatched closing bracket ')' at line 21\n Unmatched closing bracket ')' at line 21\n Unmatched closing bracket ')' at line 23\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add closing ']' bracket\n Add closing ')' bracket\n Add closing ']' bracket"}]
| false
| null | null | null |
e6f5ecde56dec14d70d3fec0b36dc822d497cba7
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2020 Huawei Technologies Co., Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================ def _tensor_run_opt(opt, learning_rate, l1, l2, lr_power, linear, gradient, weight, moment): """Apply ftrl optimizer to the weight parameter.""" success = True success = F.depend(success, opt(weight, moment, linear, gradient, learning_rate, l1, l2, lr_power)) return success def _check_param(initial_accum, learning_rate, lr_power, l1, l2, use_locking, loss_scale=1.0, weight_decay=0.0, prim_name=None): """Check param.""" validator.check_value_type("initial_accum", initial_accum, [float], prim_name) validator.check_number("initial_accum", initial_accum, 0.0, Rel.GE, prim_name) validator.check_value_type("learning_rate", learning_rate, [float], prim_name) validator.check_number("learning_rate", learning_rate, 0.0, Rel.GT, prim_name) validator.check_value_type("lr_power", lr_power, [float], prim_name) validator.check_number("lr_power", lr_power, 0.0, Rel.LE, prim_name) validator.check_value_type("l1", l1, [float], prim_name) validator.check_number("l1", l1, 0.0, Rel.GE, prim_name) validator.check_value_type("l2", l2, [float], prim_name) validator.check_number("l2", l2, 0.0, Rel.GE, prim_name) validator.check_value_type("use_locking", use_locking, [bool], prim_name) validator.check_value_type("loss_scale", loss_scale, [float], prim_name) validator.check_number("loss_scale", loss_scale, 1.0, Rel.GE, prim_name) validator.check_value_type("weight_decay", weight_decay, [float], prim_name) validator.check_number("weight_decay", weight_decay, 0.0, Rel.GE, prim_name) ... [3 more classdefs truncated] ...
|
Functions: _tensor_run_opt, _check_param This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,298
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2020 Huawei Technologies Co., Ltd\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ============================================================================\ndef _tensor_run_opt(opt, learning_rate, l1, l2, lr_power, linear, gradient, weight, moment):\n \"\"\"Apply ftrl optimizer to the weight parameter.\"\"\"\n success = True\n success = F.depend(success, opt(weight, moment, linear, gradient, learning_rate, l1, l2, lr_power))\n return success\n\n\ndef _check_param(initial_accum, learning_rate, lr_power, l1, l2, use_locking, loss_scale=1.0, weight_decay=0.0,\n prim_name=None):\n \"\"\"Check param.\"\"\"\n validator.check_value_type(\"initial_accum\", initial_accum, [float], prim_name)\n validator.check_number(\"initial_accum\", initial_accum, 0.0, Rel.GE, prim_name)\n\n validator.check_value_type(\"learning_rate\", learning_rate, [float], prim_name)\n validator.check_number(\"learning_rate\", learning_rate, 0.0, Rel.GT, prim_name)\n\n validator.check_value_type(\"lr_power\", lr_power, [float], prim_name)\n validator.check_number(\"lr_power\", lr_power, 0.0, Rel.LE, prim_name)\n\n validator.check_value_type(\"l1\", l1, [float], prim_name)\n validator.check_number(\"l1\", l1, 0.0, Rel.GE, prim_name)\n\n validator.check_value_type(\"l2\", l2, [float], prim_name)\n validator.check_number(\"l2\", l2, 0.0, Rel.GE, prim_name)\n\n validator.check_value_type(\"use_locking\", use_locking, [bool], prim_name)\n\n validator.check_value_type(\"loss_scale\", loss_scale, [float], prim_name)\n validator.check_number(\"loss_scale\", loss_scale, 1.0, Rel.GE, prim_name)\n\n validator.check_value_type(\"weight_decay\", weight_decay, [float], prim_name)\n validator.check_number(\"weight_decay\", weight_decay, 0.0, Rel.GE, prim_name)\n\n\n\n ... [3 more classdefs truncated] ..."}, {"role": "assistant", "content": " Functions: _tensor_run_opt, _check_param\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6f658acae15a3e9ea6e4c377ee45743db7b0897
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import datetime import boto3 def fetch_spot_prices(region, start_time, end_time, instance_type, instance_version=INSTANCE_VERSION): """Fetches prices of EC2 spot instances from AWS. Args: region (str): region to look for instances in start_time (datetime.datetime): end_time (datetime.datetime): instance_type (str): instance_version (str): the types of instances that we wish to return prices for. Returns: yield str, float: yields tuple of avialability_zone and price over the period Raises: ValueError, raised in the event that the boto3 response is empty. """ conn = boto3.client('ec2', region_name=region) res = conn.describe_spot_price_history(StartTime=start_time, EndTime=end_time, InstanceTypes=[instance_type], # Complete this line for item in res['SpotPriceHistory']: yield item['AvailabilityZone'], float(item['SpotPrice']) token = res['NextToken'] while token: res = conn.describe_spot_price_history(StartTime=start_time, EndTime=end_time, InstanceTypes=[instance_type], ProductDescriptions=[instance_version], NextToken=token) for item in res['SpotPriceHistory']: yield item['AvailabilityZone'], float(item['SpotPrice']) token = res['NextToken'] ... [2 more functiondefs truncated] ...
|
The missing line is: ProductDescriptions=[instance_version])
|
intermediate
|
machine_learning
|
fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 1,693
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport datetime\n\nimport boto3\n\ndef fetch_spot_prices(region, start_time, end_time, instance_type, instance_version=INSTANCE_VERSION):\n \"\"\"Fetches prices of EC2 spot instances from AWS.\n\n Args:\n region (str): region to look for instances in\n start_time (datetime.datetime):\n end_time (datetime.datetime):\n instance_type (str):\n instance_version (str): the types of instances that we wish to return prices for.\n\n Returns:\n yield str, float: yields tuple of avialability_zone and price over the period\n\n Raises: ValueError,\n raised in the event that the boto3 response is empty.\n \"\"\"\n conn = boto3.client('ec2', region_name=region)\n\n res = conn.describe_spot_price_history(StartTime=start_time,\n EndTime=end_time,\n InstanceTypes=[instance_type],\n # Complete this line\n for item in res['SpotPriceHistory']:\n yield item['AvailabilityZone'], float(item['SpotPrice'])\n\n token = res['NextToken']\n\n while token:\n res = conn.describe_spot_price_history(StartTime=start_time,\n EndTime=end_time,\n InstanceTypes=[instance_type],\n ProductDescriptions=[instance_version],\n NextToken=token)\n for item in res['SpotPriceHistory']:\n yield item['AvailabilityZone'], float(item['SpotPrice'])\n token = res['NextToken']\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n ProductDescriptions=[instance_version])"}]
| false
| null | null | null |
e6f688088bfa1088bfe7257d2cece961dd478353
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ''' Author: huangbaochen<huangbaochenwo@live.com> Date: 2021-12-11 20:04:19 LastEditTime: 2021-12-11 21:46:16 LastEditors: huangbaochen<huangbaochenwo@live.com> Description: 测试Try单子 No MERCY ''' import pytest from fppy.try_monad import Try, Success, Fail from fppy.option import Just, Nothing @pytest.mark.try_monad def test_try_apply(): assert Try.apply(1) == Success(1) assert Try(1) == Success(1) @pytest.mark.try_monad def test_try_unapply(): assert Success.unapply(Success(1)) == Just(1) assert Fail.unapply(Fail(TypeError(), 1)) == Nothing() with pytest.raises(TypeError): Fail.unapply(1) with pytest.raises(TypeError): Fail.unapply(Success(1)) with pytest.raises(TypeError): Success.unapply(1) with pytest.raises(TypeError): Success.unapply(Fail(Exception(), 1)) def test_try_monad_map(): assert Success(1).map(lambda x: x + 1) == Success(2) assert Success(1).map(lambda x: x / 0) ==\ Fail(ZeroDivisionError('division by zero'), 1) assert Fail(ZeroDivisionError('division by zero'), 1)\ .map(lambda x: x + 1) ==\ Fail(ZeroDivisionError('division by zero'), 1) @pytest.mark.try_monad def test_try_monad_flat_map(): assert Success(1).flat_map(lambda x: Success(2)) == Success(2) assert Fail(ZeroDivisionError('division by zero'), 1)\ .flat_map(lambda x: Success(1)) ==\ Fail(ZeroDivisionError('division by zero'), 1) with pytest.raises(TypeError): Success(1).flat_map(lambda x: x + 1) @pytest.mark.try_monad def test_try_monad_eq(): assert Fail(ZeroDivisionError('division by zero'), 1) ==\ Fail(ZeroDivisionError('division by zero'), 1) assert Fail(ZeroDivisionError('division by'), 1) !=\ Fail(ZeroDivisionError('division by zero'), 1) assert Fail(ZeroDivisionError('division by zero'), 0) !=\ Fail(ZeroDivisionError('division by zero'), 1) @pytest.mark.try_monad def test_try_monad_get(): assert Fail(ZeroDivisionError('division by zero'), 1)\ .get().args ==\ ZeroDivisionError('division by zero').args assert Success(1).get() == 1 # pylint: disable=no-member assert Try("s").get() == "s" @pytest.mark.try_monad def test_try_monad_get_or_else(): assert Fail(ZeroDivisionError('division by zero'), 1)\ .get_or_else(2) == 2 assert Success(1).get_or_else(2) == 1 @pytest.mark.try_monad def test_try_monad_get_error_input(): assert Fail(ZeroDivisionError('division by zero'), 1)\ .get_error_input() == 1
|
Functions: test_try_apply, test_try_unapply, test_try_monad_map, test_try_monad_flat_map, test_try_monad_eq This code demonstrates Pythoncode:Python programming.
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advanced
|
testing
|
code_explanation
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Pythoncode:Python
| 8
| 0
| 2,562
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n'''\nAuthor: huangbaochen<huangbaochenwo@live.com>\nDate: 2021-12-11 20:04:19\nLastEditTime: 2021-12-11 21:46:16\nLastEditors: huangbaochen<huangbaochenwo@live.com>\nDescription: \u6d4b\u8bd5Try\u5355\u5b50\nNo MERCY\n'''\nimport pytest\nfrom fppy.try_monad import Try, Success, Fail\nfrom fppy.option import Just, Nothing\n\n@pytest.mark.try_monad\ndef test_try_apply():\n assert Try.apply(1) == Success(1)\n assert Try(1) == Success(1)\n\n@pytest.mark.try_monad\ndef test_try_unapply():\n assert Success.unapply(Success(1)) == Just(1)\n assert Fail.unapply(Fail(TypeError(), 1)) == Nothing()\n\n with pytest.raises(TypeError):\n Fail.unapply(1)\n\n with pytest.raises(TypeError):\n Fail.unapply(Success(1))\n\n with pytest.raises(TypeError):\n Success.unapply(1)\n\n with pytest.raises(TypeError):\n Success.unapply(Fail(Exception(), 1))\n\ndef test_try_monad_map():\n assert Success(1).map(lambda x: x + 1) == Success(2)\n assert Success(1).map(lambda x: x / 0) ==\\\n Fail(ZeroDivisionError('division by zero'), 1)\n assert Fail(ZeroDivisionError('division by zero'), 1)\\\n .map(lambda x: x + 1) ==\\\n Fail(ZeroDivisionError('division by zero'), 1)\n\n@pytest.mark.try_monad\ndef test_try_monad_flat_map():\n assert Success(1).flat_map(lambda x: Success(2)) == Success(2)\n assert Fail(ZeroDivisionError('division by zero'), 1)\\\n .flat_map(lambda x: Success(1)) ==\\\n Fail(ZeroDivisionError('division by zero'), 1)\n\n with pytest.raises(TypeError):\n Success(1).flat_map(lambda x: x + 1)\n\n@pytest.mark.try_monad\ndef test_try_monad_eq():\n assert Fail(ZeroDivisionError('division by zero'), 1) ==\\\n Fail(ZeroDivisionError('division by zero'), 1)\n\n assert Fail(ZeroDivisionError('division by'), 1) !=\\\n Fail(ZeroDivisionError('division by zero'), 1)\n\n assert Fail(ZeroDivisionError('division by zero'), 0) !=\\\n Fail(ZeroDivisionError('division by zero'), 1)\n\n@pytest.mark.try_monad\ndef test_try_monad_get():\n assert Fail(ZeroDivisionError('division by zero'), 1)\\\n .get().args ==\\\n ZeroDivisionError('division by zero').args\n\n assert Success(1).get() == 1\n\n # pylint: disable=no-member\n assert Try(\"s\").get() == \"s\"\n\n@pytest.mark.try_monad\ndef test_try_monad_get_or_else():\n assert Fail(ZeroDivisionError('division by zero'), 1)\\\n .get_or_else(2) == 2\n\n assert Success(1).get_or_else(2) == 1\n\n@pytest.mark.try_monad\ndef test_try_monad_get_error_input():\n assert Fail(ZeroDivisionError('division by zero'), 1)\\\n .get_error_input() == 1"}, {"role": "assistant", "content": " Functions: test_try_apply, test_try_unapply, test_try_monad_map, test_try_monad_flat_map, test_try_monad_eq\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e6f7da2b0c80534457eb53c6aaa04a6eb69ac541
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from datetime import date from typing import Dict, Optional from sqlalchemy.orm import Session from sqlalchemy.sql.expression import func from app.database.models import Quote TOTAL_DAYS = 366 def create_quote_object(quotes_fields: Dict[str, Optional[str]]) -> Quote: """This function create a quote object from given fields dictionary. It is used for adding the data from the json into the db""" Error: IndentationError / Incomplete Function
|
Fixed Code: from datetime import date from typing import Dict, Optional from sqlalchemy.orm import Session from sqlalchemy.sql.expression import func from app.database.models import Quote TOTAL_DAYS = 366 def create_quote_object(quotes_fields: Dict[str, Optional[str]]) -> Quote: """This function create a quote object from given fields dictionary. It is used for adding the data from the json into the db""" return Quote( text=quotes_fields['text'], author=quotes_fields['author'] ) Explanation: Complete the function 'create_quote_object' body and add missing return
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intermediate
|
database
|
error_fixing
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Pythoncode:Python
| 2
| 0
| 409
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom datetime import date\nfrom typing import Dict, Optional\n\nfrom sqlalchemy.orm import Session\nfrom sqlalchemy.sql.expression import func\n\nfrom app.database.models import Quote\n\nTOTAL_DAYS = 366\n\n\ndef create_quote_object(quotes_fields: Dict[str, Optional[str]]) -> Quote:\n \"\"\"This function create a quote object from given fields dictionary.\n It is used for adding the data from the json into the db\"\"\"\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom datetime import date\nfrom typing import Dict, Optional\n\nfrom sqlalchemy.orm import Session\nfrom sqlalchemy.sql.expression import func\n\nfrom app.database.models import Quote\n\nTOTAL_DAYS = 366\n\n\ndef create_quote_object(quotes_fields: Dict[str, Optional[str]]) -> Quote:\n \"\"\"This function create a quote object from given fields dictionary.\n It is used for adding the data from the json into the db\"\"\"\n return Quote(\n text=quotes_fields['text'],\n author=quotes_fields['author']\n )\n\n\n Explanation: Complete the function 'create_quote_object' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e6f805f6f11f261c37210a559213d4def9f1debd
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: n, k = map(int, input().split()) w = list(map(int, input().split())) r = sum(map(lambda x: (x+k-1)//k, w)) Error: SyntaxError / EOF
|
Fixed Code: n, k = map(int, input().split()) w = list(map(int, input().split())) r = sum(map(lambda x: (x+k-1)//k, w)) print((r+1)//2) Explanation: Complete the truncated code structure
|
beginner
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 106
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nn, k = map(int, input().split())\nw = list(map(int, input().split()))\nr = sum(map(lambda x: (x+k-1)//k, w))\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nn, k = map(int, input().split())\nw = list(map(int, input().split()))\nr = sum(map(lambda x: (x+k-1)//k, w))\nprint((r+1)//2)\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e6fa166658f7b4a5f652c93e09a1ac34583195f0
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import sys def is_active(): return True def get_name(): return "Server" def can_build(): if (os.name!="posix"): return False return True # enabled def get_opts(): return [ ('use_llvm','Use llvm compiler','no'), ('force_32_bits','Force 32 bits binary','no') ] def get_flags(): return [ ('builtin_zlib', 'no'), ] def configure(env): env.Append(CPPPATH=['#platform/server']) if (env["use_llvm"]=="yes"): env["CC"]="clang" env["CXX"]="clang++" # Complete this line if (env["colored"]=="yes"): if sys.stdout.isatty(): env.Append(CXXFLAGS=["-fcolor-diagnostics"]) is64=sys.maxsize > 2**32 if (env["bits"]=="default"): if (is64): env["bits"]="64" else: env["bits"]="32" #if (env["tools"]=="no"): # #no tools suffix # env['OBJSUFFIX'] = ".nt"+env['OBJSUFFIX'] # env['LIBSUFFIX'] = ".nt"+env['LIBSUFFIX'] if (env["target"]=="release"): env.Append(CCFLAGS=['-O2','-ffast-math','-fomit-frame-pointer']) elif (env["target"]=="release_debug"): env.Append(CCFLAGS=['-O2','-ffast-math','-DDEBUG_ENABLED']) elif (env["target"]=="debug"): env.Append(CCFLAGS=['-g2', '-Wall','-DDEBUG_ENABLED','-DDEBUG_MEMORY_ENABLED']) env.Append(CPPFLAGS=['-DSERVER_ENABLED','-DUNIX_ENABLED']) env.Append(LIBS=['pthread','z']) #TODO detect linux/BSD! if (env["CXX"]=="clang++"): env.Append(CPPFLAGS=['-DTYPED_METHOD_BIND']) env["CC"]="clang" env["LD"]="clang++"
|
The missing line is: env["LD"]="clang++"
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 0
| 1,432
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\nimport os\nimport sys\n\n\ndef is_active():\n\treturn True\n\ndef get_name():\n\treturn \"Server\"\n\n\ndef can_build():\n\n\tif (os.name!=\"posix\"):\n\t\treturn False\n\n\treturn True # enabled\n\ndef get_opts():\n\n\treturn [\n\t('use_llvm','Use llvm compiler','no'),\n\t('force_32_bits','Force 32 bits binary','no')\n\t]\n\ndef get_flags():\n\n\treturn [\n\t('builtin_zlib', 'no'),\n\t]\n\n\n\ndef configure(env):\n\n\tenv.Append(CPPPATH=['#platform/server'])\n\tif (env[\"use_llvm\"]==\"yes\"):\n\t\tenv[\"CC\"]=\"clang\"\n\t\tenv[\"CXX\"]=\"clang++\"\n # Complete this line\n\t\tif (env[\"colored\"]==\"yes\"):\n\t\t\tif sys.stdout.isatty():\n\t\t\t\tenv.Append(CXXFLAGS=[\"-fcolor-diagnostics\"])\n\n\tis64=sys.maxsize > 2**32\n\n\tif (env[\"bits\"]==\"default\"):\n\t\tif (is64):\n\t\t\tenv[\"bits\"]=\"64\"\n\t\telse:\n\t\t\tenv[\"bits\"]=\"32\"\n\n\n\t#if (env[\"tools\"]==\"no\"):\n\t#\t#no tools suffix\n\t#\tenv['OBJSUFFIX'] = \".nt\"+env['OBJSUFFIX']\n\t#\tenv['LIBSUFFIX'] = \".nt\"+env['LIBSUFFIX']\n\n\n\tif (env[\"target\"]==\"release\"):\n\n\t\tenv.Append(CCFLAGS=['-O2','-ffast-math','-fomit-frame-pointer'])\n\n\telif (env[\"target\"]==\"release_debug\"):\n\n\t\tenv.Append(CCFLAGS=['-O2','-ffast-math','-DDEBUG_ENABLED'])\n\n\telif (env[\"target\"]==\"debug\"):\n\n\t\tenv.Append(CCFLAGS=['-g2', '-Wall','-DDEBUG_ENABLED','-DDEBUG_MEMORY_ENABLED'])\n\n\tenv.Append(CPPFLAGS=['-DSERVER_ENABLED','-DUNIX_ENABLED'])\n\tenv.Append(LIBS=['pthread','z']) #TODO detect linux/BSD!\n\n\tif (env[\"CXX\"]==\"clang++\"):\n\t\tenv.Append(CPPFLAGS=['-DTYPED_METHOD_BIND'])\n\t\tenv[\"CC\"]=\"clang\"\n\t\tenv[\"LD\"]=\"clang++\""}, {"role": "assistant", "content": "The missing line is:\n\t\tenv[\"LD\"]=\"clang++\""}]
| false
| null | null | null |
e6fab2043b0b6fa907bee5da86873ddbf2cfe3cf
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from telemetry.TruckConstants import ConstantValues from telemetry.TruckCurrent import CurrentValues from telemetry.TruckPositioning import Positioning class TruckValues: constant_values = None current_values = None positioning = None def __init__(self): self.current_values = CurrentValues() self.constant_values = ConstantValues() self.positioning = Positioning()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
oop
|
refactoring
|
Pythoncode:Python
| 1
| 1
| 413
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom telemetry.TruckConstants import ConstantValues\nfrom telemetry.TruckCurrent import CurrentValues\nfrom telemetry.TruckPositioning import Positioning\n\n\nclass TruckValues:\n\n constant_values = None\n current_values = None\n positioning = None\n\n def __init__(self):\n self.current_values = CurrentValues()\n self.constant_values = ConstantValues()\n self.positioning = Positioning()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6fc051294ab288b08cbb146da00f8c04ac171dd
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import csv from pyspark.sql import SparkSession from pyspark.sql.types import IntegerType spark = SparkSession.builder.appName("Assignment4").getOrCreate() sc = spark.sparkContext # load data to dataframe path = 'fake_data.csv' df = spark.read.format('csv').option('header','true').load(path) # cast income as an integer df = df.withColumn('Income', df['Income'].cast(IntegerType())) # Question 1 print('*' * 30) print('\nQuestion 1\n') print(df.rdd.map(lambda x: (x[1], x[0])).groupByKey().mapValues(lambda vals: len(set(vals))).sortBy(lambda a: a[1], ascending = False).take(1)) print('\n\n') # Question 2 print('*' * 30) print('\nQuestion 2\n') print(df.rdd.filter(lambda v: v[1] == 'United States of America').map(lambda x: (x[1], x[4])).groupByKey().mapValues(lambda x: sum(x) / len(x)).collect()) print('\n\n') # Question 3 print('*' * 30) print('\nQuestion 3\n') print(df.rdd.filter(lambda v: v[4] > 100000).filter(lambda v: v[7] == 'FALSE').count()) print('\n\n') # Question 4 print('*' * 30) print('\nQuestion 4\n') print(df.rdd.filter(lambda v: v[1] == 'United States of America').sortBy(lambda x: x[4], ascending = False).map(lambda x: (x[3], x[6], x[4], x[5])).take(10)) print('\n\n') # Question 5 print('*' * 30) print('\nQuestion 5\n') print(df.rdd.groupBy(lambda x: x[5]).count()) print('\n\n') # Question 6 print('*' * 30) print('\nQuestion 6\n') print(df.rdd.filter(lambda v: v[5] == 'Writer').filter(lambda x: x[4] < 100000).count()) print('\n\n')
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,483
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\nimport csv\nfrom pyspark.sql import SparkSession\nfrom pyspark.sql.types import IntegerType\n\nspark = SparkSession.builder.appName(\"Assignment4\").getOrCreate()\nsc = spark.sparkContext\n\n# load data to dataframe\npath = 'fake_data.csv'\ndf = spark.read.format('csv').option('header','true').load(path)\n\n# cast income as an integer\ndf = df.withColumn('Income', df['Income'].cast(IntegerType())) \n\n# Question 1\nprint('*' * 30)\nprint('\\nQuestion 1\\n')\nprint(df.rdd.map(lambda x: (x[1], x[0])).groupByKey().mapValues(lambda vals: len(set(vals))).sortBy(lambda a: a[1], ascending = False).take(1))\nprint('\\n\\n')\n\n\n# Question 2\nprint('*' * 30)\nprint('\\nQuestion 2\\n')\nprint(df.rdd.filter(lambda v: v[1] == 'United States of America').map(lambda x: (x[1], x[4])).groupByKey().mapValues(lambda x: sum(x) / len(x)).collect())\nprint('\\n\\n')\n\n\n# Question 3\nprint('*' * 30)\nprint('\\nQuestion 3\\n')\nprint(df.rdd.filter(lambda v: v[4] > 100000).filter(lambda v: v[7] == 'FALSE').count())\nprint('\\n\\n')\n\n\n# Question 4\nprint('*' * 30)\nprint('\\nQuestion 4\\n')\nprint(df.rdd.filter(lambda v: v[1] == 'United States of America').sortBy(lambda x: x[4], ascending = False).map(lambda x: (x[3], x[6], x[4], x[5])).take(10))\nprint('\\n\\n')\n\n\n# Question 5\nprint('*' * 30)\nprint('\\nQuestion 5\\n')\nprint(df.rdd.groupBy(lambda x: x[5]).count())\nprint('\\n\\n')\n\n\n# Question 6\nprint('*' * 30)\nprint('\\nQuestion 6\\n')\nprint(df.rdd.filter(lambda v: v[5] == 'Writer').filter(lambda x: x[4] < 100000).count())\nprint('\\n\\n')"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e6fc32c8a31669a37234337e3418a714af3c26bd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import factory class UserFactory(factory.DjangoModelFactory): class Meta: model = get_user_model() first_name = factory.Faker('name') last_name = factory.Faker('name') email = factory.Faker('email')
|
Error Analysis: Error Type: MISSING_IMPORTS Error: NameError: name is not defined Fix: Add missing imports: from django.contrib.auth import get_user_model
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 2
| 227
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport factory\n\n\n\nclass UserFactory(factory.DjangoModelFactory):\n class Meta:\n model = get_user_model()\n\n first_name = factory.Faker('name')\n last_name = factory.Faker('name')\n email = factory.Faker('email')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_IMPORTS\n Error: NameError: name is not defined\n\n Fix: Add missing imports: from django.contrib.auth import get_user_model"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
e6fc5742d6236482be2f3020d03479a9c33e3222
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from dataclasses import dataclass, field from reamber.base.Hold import Hold, HoldTail from reamber.o2jam.O2JNoteMeta import O2JNoteMeta @dataclass class O2JHoldTail(HoldTail, O2JNoteMeta): pass @dataclass class O2JHold(Hold, O2JNoteMeta): """ Defines the O2Jam Bpm Object The O2Jam Bpm Object is stored in binary file .ojn """ _tail: O2JHoldTail = field(init=False) def _upcastTail(self, **kwargs) -> O2JHoldTail:
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Unterminated string literal at line 14 • Block at line 20 has no indented body • IndentationError at line 20 Fix: Add return statement to function
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 2
| 445
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom dataclasses import dataclass, field\n\nfrom reamber.base.Hold import Hold, HoldTail\nfrom reamber.o2jam.O2JNoteMeta import O2JNoteMeta\n\n\n@dataclass\nclass O2JHoldTail(HoldTail, O2JNoteMeta):\n pass\n\n\n@dataclass\nclass O2JHold(Hold, O2JNoteMeta):\n \"\"\" Defines the O2Jam Bpm Object\n\n The O2Jam Bpm Object is stored in binary file .ojn\n \"\"\"\n _tail: O2JHoldTail = field(init=False)\n\n def _upcastTail(self, **kwargs) -> O2JHoldTail:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Unterminated string literal at line 14\n \u2022 Block at line 20 has no indented body\n \u2022 IndentationError at line 20\n\n Fix: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
e6fc7870ccb1bbdefca5d31e7c6358dd9b6c9578
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import lightbulb from apscheduler.schedulers.asyncio import AsyncIOScheduler from peacebot.core.utils.time import TimeConverter def fetch_scheduler(ctx: lightbulb.Context -> AsyncIOScheduler: return ctx.bot.d.scheduler async def convert_time(ctx: lightbulb.Context, time: str) -> float: seconds = await TimeConverter.convert(TimeConverter, ctx, time) return seconds async def send_remainder(ctx: lightbulb.Context, text: str) -> None: await ctx.respond( f"{ctx.author.mention} Remainder: `{text}`", user_mentions=True, )
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 7 - expected ')' • Invalid syntax at line 7: def fetch_scheduler(ctx: lightbulb.Context -> AsyncIOScheduler: Fix: Add missing ')' bracket at line 7
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 565
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport lightbulb\nfrom apscheduler.schedulers.asyncio import AsyncIOScheduler\n\nfrom peacebot.core.utils.time import TimeConverter\n\n\ndef fetch_scheduler(ctx: lightbulb.Context -> AsyncIOScheduler:\n return ctx.bot.d.scheduler\n\n\nasync def convert_time(ctx: lightbulb.Context, time: str) -> float:\n seconds = await TimeConverter.convert(TimeConverter, ctx, time)\n\n return seconds\n\n\nasync def send_remainder(ctx: lightbulb.Context, text: str) -> None:\n await ctx.respond(\n f\"{ctx.author.mention} Remainder: `{text}`\",\n user_mentions=True,\n )"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 7 - expected ')'\n \u2022 Invalid syntax at line 7: def fetch_scheduler(ctx: lightbulb.Context -> AsyncIOScheduler:\n\n\n Fix: Add missing ')' bracket at line 7"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e6fc89e2fb95df50b778c64242f30654175e9df4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import unittest from appium import webdriver class MSiteDefaultBrowserAndroidUITests(unittest.TestCase): def setUp(self): # Default browser does not exist for android >= 6.0 desired_caps = { 'platformName': 'Android', 'deviceName': 'Android Emulator', 'appPackage': 'com.android.browser', 'appActivity': 'com.android.browser.BrowserActivity', 'avd': 'samsung_galaxy_s6_6.0' self.driver = webdriver.Remote('http://127.0.0.1:4723/wd/hub', desired_caps) def test_open_url(self): self.driver.get('http://targeturl.com') def tearDown(self): self.driver.quit() if __name__ == '__main__': suite = unittest.TestLoader().loadTestsFromTestCase(MSiteDefaultBrowserAndroidUITests) unittest.TextTestRunner(verbosity=2).run(suite)
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Unclosed '{' at line 11 - expected '}' • Block at line 6 has no indented body • Block at line 8 has no indented body Fix: Fix indentation to match Python syntax rules
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 848
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport unittest\n\nfrom appium import webdriver\n\n\nclass MSiteDefaultBrowserAndroidUITests(unittest.TestCase):\n\n def setUp(self):\n\n # Default browser does not exist for android >= 6.0\n desired_caps = {\n 'platformName': 'Android',\n 'deviceName': 'Android Emulator',\n 'appPackage': 'com.android.browser',\n 'appActivity': 'com.android.browser.BrowserActivity',\n 'avd': 'samsung_galaxy_s6_6.0'\n\n self.driver = webdriver.Remote('http://127.0.0.1:4723/wd/hub', desired_caps)\n\n def test_open_url(self):\n self.driver.get('http://targeturl.com')\n\n def tearDown(self):\n self.driver.quit()\n\nif __name__ == '__main__':\n suite = unittest.TestLoader().loadTestsFromTestCase(MSiteDefaultBrowserAndroidUITests)\n unittest.TextTestRunner(verbosity=2).run(suite)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Unclosed '{' at line 11 - expected '}'\n \u2022 Block at line 6 has no indented body\n \u2022 Block at line 8 has no indented body\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e6fe319ea41fa303d91576c379f5911e22bf4307
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Created on 17-June-2020 @author Jibesh Patra The types extracted during runtime usually look something like --> <class 'numpy.ndarray'> or <class 'seaborn.palettes._ColorPalette'> change them to --> ndarray, ColorPalette """ import re remove_chars = re.compile(r'>|\'|<|(class )|_|(type)') def process_types(tp: str) -> str: cleaned_type = remove_chars.sub('', tp) cleaned_type = cleaned_type.split('.')[-1].strip() return cleaned_type
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 18 💡 Suggestions: Add closing quote at line 1
|
intermediate
|
oop
|
debugging
|
Pythoncode:Python
| 1
| 0
| 458
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\n\nCreated on 17-June-2020\n@author Jibesh Patra\n\nThe types extracted during runtime usually look something like --> <class 'numpy.ndarray'> or\n<class 'seaborn.palettes._ColorPalette'> change them to --> ndarray, ColorPalette\n\"\"\"\n\nimport re\n\nremove_chars = re.compile(r'>|\\'|<|(class )|_|(type)')\n\n\ndef process_types(tp: str) -> str:\n cleaned_type = remove_chars.sub('', tp)\n cleaned_type = cleaned_type.split('.')[-1].strip()\n return cleaned_type"}, {"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 17\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
e6fe636ebee73df95de2568536aed7f6f3927fad
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from PyQt5.QtGui import * from PyQt5.QtCore import * from PyQt5.QtWidgets import * from matplotlib import pyplot as plt from matplotlib.figure import Figure from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas import matplotlib.ticker as ticker import numpy as np import random, matplotlib.pyplot as plt class PlotCanvas(FigureCanvas): def __init__(self, parent=None, width=5, height=4, dpi=100): fig = Figure(figsize=(width, height), dpi=dpi) self.axes = fig.add_subplot(111) FigureCanvas.__init__(self, fig) self.setParent(parent) FigureCanvas.setSizePolicy(self, QSizePolicy.Expanding, QSizePolicy.Expanding) FigureCanvas.updateGeometry(self) self.plot() def plot(self): data = [random.random() for i in range(25)] ax = self.figure.add_subplot(111) ax.plot(data, 'r-') ax.set_title('PyQt Matplotlib Example') class ImageCanvas(FigureCanvas): def __init__(self, parent = None, width = 5, height = 4, dpi=100): fig = Figure(figsize = (width, height), dpi = dpi, frameon = False) fig.subplots_adjust(bottom=0, top=1, left=0, right=1) FigureCanvas.__init__(self, fig) self.setParent(parent) self.axes = fig.add_subplot(111) FigureCanvas.setSizePolicy(self, QSizePolicy.Expanding, QSizePolicy.Expanding) FigureCanvas.updateGeometry(self) def plot(self, image): self.axes.axis('off') display = image.image display[display == 1] = 255 if image.color: self.axes.imshow(image.image) else : self.axes.imshow(display, cmap = "gray") self.show() class HistogramCanvas(FigureCanvas): ''' This class is used to plt the histogram of the two objects in the main module. the values are computed in one of the descriptors. ''' def __init__(self, parent = None, is_polar = True, width = 8, height = 5, dpi = 100): self.fig = Figure(figsize=(width, height), dpi=dpi) FigureCanvas.__init__(self, self.fig) self.is_polar = is_polar self.setParent(parent) if self.is_polar: self.axes = self.fig.add_subplot(111, projection='polar') else : self.axes = self.fig.add_subplot(111) self.axes.grid(True) #TODO : Add the names of the objects (fname - extention ?) FigureCanvas.updateGeometry(self) ... [3 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 61 Block at line 35 has no indented body Invalid syntax at line 80: ... [3 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 23 💡 Suggestions: Complete the expression on the last line Add closing quote at line 61 Review syntax near the error location
|
advanced
|
ui
|
debugging
|
Pythoncode:Python
| 5
| 3
| 2,556
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom PyQt5.QtGui import *\nfrom PyQt5.QtCore import *\nfrom PyQt5.QtWidgets import *\n\nfrom matplotlib import pyplot as plt\nfrom matplotlib.figure import Figure\nfrom matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas\nimport matplotlib.ticker as ticker\n\nimport numpy as np\n\nimport random, matplotlib.pyplot as plt\n\n\nclass PlotCanvas(FigureCanvas):\n \n def __init__(self, parent=None, width=5, height=4, dpi=100):\n fig = Figure(figsize=(width, height), dpi=dpi)\n self.axes = fig.add_subplot(111)\n \n FigureCanvas.__init__(self, fig)\n self.setParent(parent)\n \n FigureCanvas.setSizePolicy(self, QSizePolicy.Expanding, QSizePolicy.Expanding)\n FigureCanvas.updateGeometry(self)\n self.plot()\n \n \n def plot(self):\n data = [random.random() for i in range(25)]\n ax = self.figure.add_subplot(111)\n ax.plot(data, 'r-')\n ax.set_title('PyQt Matplotlib Example')\n\nclass ImageCanvas(FigureCanvas):\n\n def __init__(self, parent = None, width = 5, height = 4, dpi=100):\n fig = Figure(figsize = (width, height), dpi = dpi, frameon = False)\n fig.subplots_adjust(bottom=0, top=1, left=0, right=1)\n FigureCanvas.__init__(self, fig)\n \n self.setParent(parent)\n\n self.axes = fig.add_subplot(111)\n \n FigureCanvas.setSizePolicy(self, QSizePolicy.Expanding, QSizePolicy.Expanding)\n FigureCanvas.updateGeometry(self)\n \n def plot(self, image):\n self.axes.axis('off')\n display = image.image\n display[display == 1] = 255\n if image.color:\n self.axes.imshow(image.image)\n else :\n self.axes.imshow(display, cmap = \"gray\")\n self.show()\n\n\nclass HistogramCanvas(FigureCanvas):\n '''\n This class is used to plt the histogram of the two objects in the main module.\n the values are computed in one of the descriptors.\n '''\n def __init__(self, parent = None, is_polar = True, width = 8, height = 5, dpi = 100):\n self.fig = Figure(figsize=(width, height), dpi=dpi)\n FigureCanvas.__init__(self, self.fig)\n self.is_polar = is_polar\n self.setParent(parent)\n if self.is_polar:\n self.axes = self.fig.add_subplot(111, projection='polar')\n else :\n self.axes = self.fig.add_subplot(111)\n \n self.axes.grid(True)\n #TODO : Add the names of the objects (fname - extention ?)\n \n FigureCanvas.updateGeometry(self)\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 61\n Block at line 35 has no indented body\n Invalid syntax at line 80: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 61\n Review syntax near the error location"}]
| false
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e6fee516b4253e139cd1d42c7d2077b96248a564
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TheStack--python--000.parquet
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