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Fill in the in this Pythoncode:Python code: #! /usr/bin/env python3 """ constants.py - Contains all constants used by the device manager Author: - Pablo Caruana (pablo dot caruana at gmail dot com) Date: 12/3/2016 """ # Complete this line number_of_rows = 3 # total number rows of Index Servers number_of_links = 5 # number of links to be sent to Crawler number_of_chunks = 5 # number of chunks to be sent to Index Builder number_of_comps = 10 # number of components managed by each watchdog
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The missing line is:
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intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 495
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#! /usr/bin/env python3\n\"\"\"\n constants.py - Contains all constants used by the device manager\n Author:\n - Pablo Caruana (pablo dot caruana at gmail dot com)\n Date: 12/3/2016\n\"\"\"\n # Complete this line\nnumber_of_rows = 3 # total number rows of Index Servers\nnumber_of_links = 5 # number of links to be sent to Crawler\nnumber_of_chunks = 5 # number of chunks to be sent to Index Builder\nnumber_of_comps = 10 # number of components managed by each watchdog"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
0abf69ab54ec15326e13cf19d070cb3b005d83d2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import cv2 import numpy as np def DoG(image, size, sigma, k=1.6, gamma=1.): g1 = cv2.GaussianBlur(image, (size, size), sigma) g2 = cv2.GaussianBlur(image, (size, size), sigma*k) return g1 - gamma * g2 def XDoG(image, size, sigma, eps, phi, k=1.6, gamma=1.): eps /= 255 d = DoG(image, size, sigma, k, gamma) d /= d.max() e = 1 + np.tanh(phi * (d - eps)) e[e >= 1] = 1 return e * 255 # This config is found by the author # modify if not the desired output XDoG_config = dict( size=0, sigma=0.6, eps=-15, phi=10e8, k=2.5, gamma=0.97 ) def gen_xdog_image(src, dst): gray = cv2.imread(src, cv2.IMREAD_GRAYSCALE) # I wanted the gamma between [0.97, 0.98] # but it depends on the image so I made it move randomly # comment out if this is not needed XDoG_config['gamma'] += 0.01 * np.random.rand(1) dogged = XDoG(gray, **XDoG_config) cv2.imwrite(dst, dogged) if __name__ == "__main__": gen_xdog_image('sample.jpg', 'dog.jpg')
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Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 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 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 ✨ Improvements: Add docstring to function 'XDoG' Add docstring to function 'gen_xdog_image'
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intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 3
| 0
| 1,015
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\nimport cv2\nimport numpy as np\n\ndef DoG(image, size, sigma, k=1.6, gamma=1.):\n g1 = cv2.GaussianBlur(image, (size, size), sigma)\n g2 = cv2.GaussianBlur(image, (size, size), sigma*k)\n return g1 - gamma * g2\n\ndef XDoG(image, size, sigma, eps, phi, k=1.6, gamma=1.):\n eps /= 255\n d = DoG(image, size, sigma, k, gamma)\n d /= d.max()\n e = 1 + np.tanh(phi * (d - eps))\n e[e >= 1] = 1\n return e * 255\n\n# This config is found by the author\n# modify if not the desired output\nXDoG_config = dict(\n size=0,\n sigma=0.6,\n eps=-15,\n phi=10e8,\n k=2.5,\n gamma=0.97\n)\n\ndef gen_xdog_image(src, dst):\n gray = cv2.imread(src, cv2.IMREAD_GRAYSCALE)\n # I wanted the gamma between [0.97, 0.98]\n # but it depends on the image so I made it move randomly\n # comment out if this is not needed\n XDoG_config['gamma'] += 0.01 * np.random.rand(1)\n dogged = XDoG(gray, **XDoG_config)\n cv2.imwrite(dst, dogged)\n\nif __name__ == \"__main__\":\n gen_xdog_image('sample.jpg', 'dog.jpg')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 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 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n\n\u2728 Improvements:\n Add docstring to function 'XDoG'\n Add docstring to function 'gen_xdog_image'"}]
| false
| null | null | null |
0abfe16c350b956230d3407edf8eac65ac07365b
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Original work Copyright 2018 The Google AI Language Team Authors. # Modified work Copyright 2019 Rowan Zellers # # 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 os from lm.modeling import model_fn_builder, GroverConfig import tensorflow as tf from lm.dataloader import input_fn_builder import numpy as np import tempfile import h5py from google.cloud import storage class gcloudwriter(): def __init__(self, gcloud_name): assert gcloud_name.startswith('gs://') # Complete this line bucket_name, blob_name = gcloud_name.split('gs://')[1].split('/', 1) bucket = storage.Client().get_bucket(bucket_name) self.blob = bucket.blob(blob_name) def __enter__(self): self.tempfile = tempfile.NamedTemporaryFile() return self.tempfile def __exit__(self, *args): self.tempfile.flush() print("UPLOADING TO {}".format(self.gcloud_name), flush=True) self.blob.upload_from_filename(self.tempfile.name) self.tempfile.close() def ind_where(array: np.ndarray, target, return_first_match=True, default_value=-1): """ :param array: Single dimension array :param target: target to search for :param return_first_match: If true, return the first index that matches, otherwise, return the last one :param default_value: Index to return if there was no match :return: index of the first match, or -1 if nothing """ assert array.ndim == 1 matching_inds = np.where(array == target)[0] if len(matching_inds) > 0: if return_first_match: return int(matching_inds[0]) else: return int(matching_inds[-1]) return default_value ... [1 more functiondefs truncated] ...
|
The missing line is: self.gcloud_name = gcloud_name
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 1
| 2,247
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Original work Copyright 2018 The Google AI Language Team Authors.\n# Modified work Copyright 2019 Rowan Zellers\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 os\nfrom lm.modeling import model_fn_builder, GroverConfig\nimport tensorflow as tf\nfrom lm.dataloader import input_fn_builder\nimport numpy as np\nimport tempfile\nimport h5py\nfrom google.cloud import storage\n\nclass gcloudwriter():\n def __init__(self, gcloud_name):\n assert gcloud_name.startswith('gs://')\n # Complete this line\n bucket_name, blob_name = gcloud_name.split('gs://')[1].split('/', 1)\n bucket = storage.Client().get_bucket(bucket_name)\n self.blob = bucket.blob(blob_name)\n\n def __enter__(self):\n self.tempfile = tempfile.NamedTemporaryFile()\n return self.tempfile\n\n def __exit__(self, *args):\n self.tempfile.flush()\n print(\"UPLOADING TO {}\".format(self.gcloud_name), flush=True)\n self.blob.upload_from_filename(self.tempfile.name)\n self.tempfile.close()\n\n\ndef ind_where(array: np.ndarray, target, return_first_match=True, default_value=-1):\n \"\"\"\n :param array: Single dimension array\n :param target: target to search for\n :param return_first_match: If true, return the first index that matches, otherwise, return the last one\n :param default_value: Index to return if there was no match\n :return: index of the first match, or -1 if nothing\n \"\"\"\n assert array.ndim == 1\n matching_inds = np.where(array == target)[0]\n if len(matching_inds) > 0:\n if return_first_match:\n return int(matching_inds[0])\n else:\n return int(matching_inds[-1])\n return default_value\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n self.gcloud_name = gcloud_name"}]
| false
| null | null | null |
0ac1668c9f200fa1e8cd7c054395a35fadf64190
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import logging import george import numpy as np from robo.priors.default_priors import DefaultPrior from robo.models.gaussian_process import GaussianProcess from robo.models.gaussian_process_mcmc import GaussianProcessMCMC from robo.maximizers.random_sampling import RandomSampling # Complete this line from robo.maximizers.differential_evolution import DifferentialEvolution from robo.solver.bayesian_optimization import BayesianOptimization from robo.acquisition_functions.information_gain import InformationGain from robo.acquisition_functions.ei import EI from robo.acquisition_functions.marginalization import MarginalizationGPMCMC from robo.initial_design import init_latin_hypercube_sampling ... [1 more functiondefs truncated] ...
|
The missing line is: from robo.maximizers.scipy_optimizer import SciPyOptimizer
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intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 786
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport logging\nimport george\nimport numpy as np\n\nfrom robo.priors.default_priors import DefaultPrior\nfrom robo.models.gaussian_process import GaussianProcess\nfrom robo.models.gaussian_process_mcmc import GaussianProcessMCMC\nfrom robo.maximizers.random_sampling import RandomSampling\n # Complete this line\nfrom robo.maximizers.differential_evolution import DifferentialEvolution\nfrom robo.solver.bayesian_optimization import BayesianOptimization\nfrom robo.acquisition_functions.information_gain import InformationGain\nfrom robo.acquisition_functions.ei import EI\nfrom robo.acquisition_functions.marginalization import MarginalizationGPMCMC\nfrom robo.initial_design import init_latin_hypercube_sampling\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nfrom robo.maximizers.scipy_optimizer import SciPyOptimizer"}]
| false
| null | null | null |
0ac16994f053988d4add08873e022a2c2ce12964
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Generated by Django 3.1.13 on 2021-10-29 11:07 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('app', '0095_bisericapage_utitle'), ] operations = [ migrations.AddField( model_name='bisericapage', name='datare_an', field=models.IntegerField(blank=True, null=True), ), ]
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Code Review: ❌ Critical issues: Block at line 6 has no indented body ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 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 Unexpected indentation at line 18 ✨ Improvements: Add docstring to class 'Migration'
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intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 402
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Generated by Django 3.1.13 on 2021-10-29 11:07\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('app', '0095_bisericapage_utitle'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='bisericapage',\n name='datare_an',\n field=models.IntegerField(blank=True, null=True),\n ),\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 6 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 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 Unexpected indentation at line 18\n\n\u2728 Improvements:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
0ac18453ebf1417fb6591ada4674116fa981b20f
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from app.api.utils.models_mixins import Base from app.extensions import db class MMSSurfaceBulkSampleActivity(Base): __tablename__ = "surface_bulk_sample_activity" __table_args__ = {"schema": "mms_now_submissions"} id = db.Column(db.Integer, primary_key=True) messageid = db.Column(db.Integer, db.ForeignKey('mms_now_submissions.application.messageid')) mms_cid = db.Column(db.Integer) type = db.Column(db.String) disturbedarea = db.Column(db.Numeric(14, 2)) timbervolume = db.Column(db.Numeric(14, 2)) quantity = db.Column(db.Integer) def __repr__(self): ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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advanced
|
api
|
incomplete_code
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Pythoncode:Python
| 1
| 1
| 603
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom app.api.utils.models_mixins import Base\nfrom app.extensions import db\n\n\nclass MMSSurfaceBulkSampleActivity(Base):\n __tablename__ = \"surface_bulk_sample_activity\"\n __table_args__ = {\"schema\": \"mms_now_submissions\"}\n id = db.Column(db.Integer, primary_key=True)\n messageid = db.Column(db.Integer, db.ForeignKey('mms_now_submissions.application.messageid'))\n mms_cid = db.Column(db.Integer)\n type = db.Column(db.String)\n disturbedarea = db.Column(db.Numeric(14, 2))\n timbervolume = db.Column(db.Numeric(14, 2))\n quantity = db.Column(db.Integer)\n \n def __repr__(self):\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
|
0ac20eefa93e74fa6f679df0410321e3088f3827
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from enum import Enum class RemoteControlLock(Enum): OFF = 0 ON = 1 def map_to_state(data: int): return RemoteControlLock(data) class RemoteControlLockCommands(object): _command = "km" def __init__(self, send_command): self._send_command = send_command async def get_state(self): return map_to_state(await self._send_command(self._command, 255)) async def set_state(self, state: RemoteControlLock): return map_to_state(await self._send_command(self._command, state.value)) def on(self): return self.set_state(RemoteControlLock.ON) def off(self): return self.set_state(RemoteControlLock.OFF)
|
Functions: map_to_state, __init__, on, off Classes: RemoteControlLock, RemoteControlLockCommands This code demonstrates Pythoncode:Python programming.
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advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 4
| 2
| 678
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom enum import Enum\n\n\nclass RemoteControlLock(Enum):\n OFF = 0\n ON = 1\n\n\ndef map_to_state(data: int):\n return RemoteControlLock(data)\n\n\nclass RemoteControlLockCommands(object):\n _command = \"km\"\n\n def __init__(self, send_command):\n self._send_command = send_command\n\n async def get_state(self):\n return map_to_state(await self._send_command(self._command, 255))\n\n async def set_state(self, state: RemoteControlLock):\n return map_to_state(await self._send_command(self._command, state.value))\n\n def on(self):\n return self.set_state(RemoteControlLock.ON)\n\n def off(self):\n return self.set_state(RemoteControlLock.OFF)"}, {"role": "assistant", "content": " Functions: map_to_state, __init__, on, off\n Classes: RemoteControlLock, RemoteControlLockCommands\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ac2127dd527328224d7a0dde62602b62da1bdb4
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import sys from com.bridgelabz.utility.Utility import Utility class PowerOf2: def start(self): number=int(sys.argv[1]) print(number) for i in Utility().powerof2(number): print(i return PowerOf2().start()
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 8 - expected ')' • SyntaxError: '(' was never closed at line 8 Fixes: • Add closing ')' bracket • Review code syntax
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intermediate
|
oop
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syntax_repair
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Pythoncode:Python
| 1
| 1
| 252
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport sys\nfrom com.bridgelabz.utility.Utility import Utility\nclass PowerOf2:\n def start(self):\n number=int(sys.argv[1])\n print(number)\n for i in Utility().powerof2(number):\n print(i\n return\n\nPowerOf2().start()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 8 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 8\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ac365363d4be305aa9c1fbf0e6475792a5ae142
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # This program scraps data from job postings on the website workinstartups.com and appends it to an excel worksheet. import os from datetime import datetime, timedelta from selenium import webdriver from app import web_scraper from app import excel job_list, last_date = [], None file_path = os.path.abspath("main.py").rstrip('/app/main.py') + '//Workbooks' + "//Job_Openings.xlsx" print("-" * 75, "-" * 75, "\n\t\t\t\t\t\t\t JOB WEB SCRAPER", "-" * 75, "-" * 75, sep="\n") print("\n") # If the Job_Openings workbook already exists then append the jobs not already in the worksheet # by checking the date of the first job in excel, since the last time the site was scraped. if os.path.isfile(file_path): print("Job_Opening excel file already exists. Loading workbook.", "-" * 75, sep="\n") workbook, worksheet = excel.load_xlsx(file_path) last_scrape_date = excel.get_first_job_date(worksheet) last_scrape_date = datetime.strptime(last_scrape_date, "%d-%b-%Y") # If not, create a new workbook and append all of the jobs posted within the month else: print("Creating new Excel workbook.", "-" * 75, sep="\n") current_date = datetime.today() date_month_ago = current_date - timedelta(weeks=4.348) # Average amount of weeks in a month last_scrape_date = date_month_ago.replace(hour=0, minute=0, second=0, microsecond=0) # default to midnight workbook, worksheet = excel.init_xlsx(worksheet_title="Job Openings") # Open webdriver to workinstartups.com and create soup print("Creating soup and opening Chrome webdriver", "-"*75, sep="\n") URL = "https://workinstartups.com/job-board/jobs-in/london" soup = web_scraper.soup_creator(URL, max_retry=1, sleep_time=0) driver = webdriver.Chrome('./chromedriver') driver.get(URL) driver.find_element_by_link_text('Close').click() # Scrap the jobs from workinstartups.com and update the worksheet with the found jobs print("Scraping jobs from workinstartups.com. Please wait.", "-" * 75, sep="\n") job_list = web_scraper.search_for_jobs(soup, last_scrape_date, driver) print("Scraping finished. Updating and saving Excel workbook.", "-" * 75, sep="\n") driver.close() excel.update_xlsx(worksheet, job_list) excel.save_xlsx(workbook, file_path) print("Finished!", sep="\n")
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Code Review: ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 ✨ Improvements: Remove debug print() at line 11 before production Remove debug print() at line 12 before production Remove debug print() at line 17 before production Remove debug print() at line 23 before production Remove debug print() at line 30 before production Remove debug print() at line 39 before production Remove debug print() at line 42 before production Remove debug print() at line 47 before production
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intermediate
|
api
|
code_review
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Pythoncode:Python
| 0
| 0
| 2,256
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# This program scraps data from job postings on the website workinstartups.com and appends it to an excel worksheet.\n\nimport os\nfrom datetime import datetime, timedelta\nfrom selenium import webdriver\nfrom app import web_scraper\nfrom app import excel\n\njob_list, last_date = [], None\nfile_path = os.path.abspath(\"main.py\").rstrip('/app/main.py') + '//Workbooks' + \"//Job_Openings.xlsx\"\nprint(\"-\" * 75, \"-\" * 75, \"\\n\\t\\t\\t\\t\\t\\t\\t JOB WEB SCRAPER\", \"-\" * 75, \"-\" * 75, sep=\"\\n\")\nprint(\"\\n\")\n\n# If the Job_Openings workbook already exists then append the jobs not already in the worksheet\n# by checking the date of the first job in excel, since the last time the site was scraped.\nif os.path.isfile(file_path):\n print(\"Job_Opening excel file already exists. Loading workbook.\", \"-\" * 75, sep=\"\\n\")\n workbook, worksheet = excel.load_xlsx(file_path)\n last_scrape_date = excel.get_first_job_date(worksheet)\n last_scrape_date = datetime.strptime(last_scrape_date, \"%d-%b-%Y\")\n# If not, create a new workbook and append all of the jobs posted within the month\nelse:\n print(\"Creating new Excel workbook.\", \"-\" * 75, sep=\"\\n\")\n current_date = datetime.today()\n date_month_ago = current_date - timedelta(weeks=4.348) # Average amount of weeks in a month\n last_scrape_date = date_month_ago.replace(hour=0, minute=0, second=0, microsecond=0) # default to midnight\n workbook, worksheet = excel.init_xlsx(worksheet_title=\"Job Openings\")\n\n# Open webdriver to workinstartups.com and create soup\nprint(\"Creating soup and opening Chrome webdriver\", \"-\"*75, sep=\"\\n\")\nURL = \"https://workinstartups.com/job-board/jobs-in/london\"\nsoup = web_scraper.soup_creator(URL, max_retry=1, sleep_time=0)\n\ndriver = webdriver.Chrome('./chromedriver')\ndriver.get(URL)\ndriver.find_element_by_link_text('Close').click()\n\n# Scrap the jobs from workinstartups.com and update the worksheet with the found jobs\nprint(\"Scraping jobs from workinstartups.com. Please wait.\", \"-\" * 75, sep=\"\\n\")\njob_list = web_scraper.search_for_jobs(soup, last_scrape_date, driver)\n\nprint(\"Scraping finished. Updating and saving Excel workbook.\", \"-\" * 75, sep=\"\\n\")\ndriver.close()\nexcel.update_xlsx(worksheet, job_list)\nexcel.save_xlsx(workbook, file_path)\n\nprint(\"Finished!\", sep=\"\\n\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\u2728 Improvements:\n Remove debug print() at line 11 before production\n Remove debug print() at line 12 before production\n Remove debug print() at line 17 before production\n Remove debug print() at line 23 before production\n Remove debug print() at line 30 before production\n Remove debug print() at line 39 before production\n Remove debug print() at line 42 before production\n Remove debug print() at line 47 before production"}]
| false
| null | null | null |
0ac3dcb6f4a277998e57f0001095aaf45bef6fae
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/python2 # # Copyright (c) 2012 The Native Client Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. # """ Some common boilerplates and helper functions for source code generation in files dgen_test_output.py and dgen_decode_output.py. """ HEADER_BOILERPLATE ="""/* * Copyright 2013 The Native Client Authors. All rights reserved. * Use of this source code is governed by a BSD-style license that can * be found in the LICENSE file. */ // DO NOT EDIT: GENERATED CODE """ NOT_TCB_BOILERPLATE="""#ifndef NACL_TRUSTED_BUT_NOT_TCB #error This file is not meant for use in the TCB #endif """ NEWLINE_STR=""" """ COMMENTED_NEWLINE_STR=""" //""" """Adds comment '// ' string after newlines.""" def commented_string(str, indent=''): sep = NEWLINE_STR + indent + '//' str = str.replace(NEWLINE_STR, sep) # This second line is a hack to fix that sometimes newlines are # represented as '\n'. # TODO(karl) Find the cause of this hack, and fix it. return str.replace('\\n', sep) def ifdef_name(filename): """ Generates the ifdef name to use for the given filename""" return filename.replace("/", "_").replace(".", "_").upper() + "_" def GetNumberCodeBlocks(separators): """Gets the number of code blocks to break classes into.""" num_blocks = len(separators) + 1 assert num_blocks >= 2 return num_blocks def FindBlockIndex(filename, format, num_blocks): """Returns true if the filename matches the format with an index in the range [1, num_blocks].""" for block in range(1, num_blocks+1): suffix = format % block if filename.endswith(suffix): return block raise Exception("Can't find block index: %s" % filename) def GetDecodersBlock(n, separators, decoders, name_fcn): """Returns the (sorted) list of decoders to include in block n, assuming decoders are split using the list of separators.""" num_blocks = GetNumberCodeBlocks(separators) assert n > 0 and n <= num_blocks return [decoder for decoder in decoders if ((n == 1 or IsPrefixLeDecoder(separators[n-2], decoder, name_fcn)) and (n == num_blocks or not IsPrefixLeDecoder(separators[n-1], decoder, name_fcn)))] def IsPrefixLeDecoder(prefix, decoder, name_fcn): """Returns true if the prefix is less than or equal to the corresponding prefix length of the decoder name.""" decoder_name = name_fcn(decoder) prefix_len = len(prefix) decoder_len = len(decoder_name) decoder_prefix = (decoder_name[0:prefix_len] if prefix_len < decoder_len else decoder_name) return prefix <= decoder_prefix
|
Functions: commented_string, ifdef_name, GetNumberCodeBlocks, FindBlockIndex, GetDecodersBlock This code demonstrates Pythoncode:Python programming.
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advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 6
| 0
| 2,723
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/python2\n#\n# Copyright (c) 2012 The Native Client 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#\n\n\"\"\"\nSome common boilerplates and helper functions for source code generation\nin files dgen_test_output.py and dgen_decode_output.py.\n\"\"\"\n\nHEADER_BOILERPLATE =\"\"\"/*\n * Copyright 2013 The Native Client Authors. All rights reserved.\n * Use of this source code is governed by a BSD-style license that can\n * be found in the LICENSE file.\n */\n\n// DO NOT EDIT: GENERATED CODE\n\"\"\"\n\nNOT_TCB_BOILERPLATE=\"\"\"#ifndef NACL_TRUSTED_BUT_NOT_TCB\n#error This file is not meant for use in the TCB\n#endif\n\"\"\"\n\nNEWLINE_STR=\"\"\"\n\"\"\"\n\nCOMMENTED_NEWLINE_STR=\"\"\"\n//\"\"\"\n\n\"\"\"Adds comment '// ' string after newlines.\"\"\"\ndef commented_string(str, indent=''):\n sep = NEWLINE_STR + indent + '//'\n str = str.replace(NEWLINE_STR, sep)\n # This second line is a hack to fix that sometimes newlines are\n # represented as '\\n'.\n # TODO(karl) Find the cause of this hack, and fix it.\n return str.replace('\\\\n', sep)\n\ndef ifdef_name(filename):\n \"\"\" Generates the ifdef name to use for the given filename\"\"\"\n return filename.replace(\"/\", \"_\").replace(\".\", \"_\").upper() + \"_\"\n\n\ndef GetNumberCodeBlocks(separators):\n \"\"\"Gets the number of code blocks to break classes into.\"\"\"\n num_blocks = len(separators) + 1\n assert num_blocks >= 2\n return num_blocks\n\n\ndef FindBlockIndex(filename, format, num_blocks):\n \"\"\"Returns true if the filename matches the format with an\n index in the range [1, num_blocks].\"\"\"\n for block in range(1, num_blocks+1):\n suffix = format % block\n if filename.endswith(suffix):\n return block\n raise Exception(\"Can't find block index: %s\" % filename)\n\n\ndef GetDecodersBlock(n, separators, decoders, name_fcn):\n \"\"\"Returns the (sorted) list of decoders to include\n in block n, assuming decoders are split using\n the list of separators.\"\"\"\n num_blocks = GetNumberCodeBlocks(separators)\n assert n > 0 and n <= num_blocks\n return [decoder for decoder in decoders\n if ((n == 1\n or IsPrefixLeDecoder(separators[n-2], decoder, name_fcn)) and\n (n == num_blocks or\n not IsPrefixLeDecoder(separators[n-1], decoder, name_fcn)))]\n\ndef IsPrefixLeDecoder(prefix, decoder, name_fcn):\n \"\"\"Returns true if the prefix is less than or equal to the\n corresponding prefix length of the decoder name.\"\"\"\n decoder_name = name_fcn(decoder)\n prefix_len = len(prefix)\n decoder_len = len(decoder_name)\n decoder_prefix = (decoder_name[0:prefix_len]\n if prefix_len < decoder_len\n else decoder_name)\n return prefix <= decoder_prefix"}, {"role": "assistant", "content": " Functions: commented_string, ifdef_name, GetNumberCodeBlocks, FindBlockIndex, GetDecodersBlock\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ac3e100821a287c22e2857e9d532f5d8e059c8b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ Functions for loading input data. Author: Patrick Henriksen <patrick@henriksen.as> """ import os import numpy as np def load_img(path: str, img_nums: list, shape: tuple) -> np.array: """ Loads a image in the human-readable format. Args: path: The path to the to the folder with mnist images. img_nums: A list with the numbers of the images we want to load. shape: The shape of a single image. Returns: The images as a MxCx28x28 numpy array. """ images = np.zeros((len(img_nums), *shape), dtype=float) for idx, i in enumerate(img_nums): file = os.path.join(path, "image" + str(i)) with open(file, "r") as f: data = [float(pixel) for pixel in f.readlines()[0].split(",")[:-1]] images[idx, :, :] = np.array(data).reshape(*shape) return images def load_mnist_human_readable(path: str, img_nums: list) -> np.array: """ Loads a mnist image from the neurify dataset. Args: path: The path to the to the folder with mnist images. img_nums: A list with the numbers of the images we want to load. Returns: The images as a Mx28x28 numpy array. """ return load_img(path, img_nums, (28, 28)) def load_cifar10_human_readable(path: str, img_nums: list) -> np.array: """
|
Loads the Cifar10 images in human readable format. Args: path: The path to the to the folder with mnist images. img_nums: A list with the numbers of the images we want to load. Returns: The images as a Mx3x32x32 numpy array. """ return load_img(path, img_nums, (3, 32, 32)) def load_images_eran(img_csv: str = "../../resources/images/cifar10_test.csv", num_images: int = 100, image_shape: tuple = (3, 32, 32)) -> tuple: """ Loads the images from the eran csv. Args: The csv path Returns: images, targets """ num_images = 100 images_array = np.zeros((num_images, np.prod(image_shape)), dtype=np.float32) targets_array = np.zeros(num_images, dtype=int) with open(img_csv, "r") as file: for j in range(num_images): line_arr = file.readline().split(",") targets_array[j] = int(line_arr[0]) images_array[j] = [float(pixel) for pixel in line_arr[1:]] return images_array.reshape((num_images, *image_shape)), targets_array
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intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 2,507
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\n\"\"\"\nFunctions for loading input data.\n\nAuthor: Patrick Henriksen <patrick@henriksen.as>\n\"\"\"\n\nimport os\n\nimport numpy as np\n\n\ndef load_img(path: str, img_nums: list, shape: tuple) -> np.array:\n \"\"\"\n Loads a image in the human-readable format.\n\n Args:\n path:\n The path to the to the folder with mnist images.\n img_nums:\n A list with the numbers of the images we want to load.\n shape:\n The shape of a single image.\n\n Returns:\n The images as a MxCx28x28 numpy array.\n \"\"\"\n\n images = np.zeros((len(img_nums), *shape), dtype=float)\n\n for idx, i in enumerate(img_nums):\n file = os.path.join(path, \"image\" + str(i))\n with open(file, \"r\") as f:\n data = [float(pixel) for pixel in f.readlines()[0].split(\",\")[:-1]]\n images[idx, :, :] = np.array(data).reshape(*shape)\n\n return images\n\n\ndef load_mnist_human_readable(path: str, img_nums: list) -> np.array:\n \"\"\"\n Loads a mnist image from the neurify dataset.\n\n Args:\n path:\n The path to the to the folder with mnist images.\n img_nums:\n A list with the numbers of the images we want to load.\n\n Returns:\n The images as a Mx28x28 numpy array.\n \"\"\"\n\n return load_img(path, img_nums, (28, 28))\n\n\ndef load_cifar10_human_readable(path: str, img_nums: list) -> np.array:\n \"\"\""}, {"role": "assistant", "content": "\n Loads the Cifar10 images in human readable format.\n\n Args:\n path:\n The path to the to the folder with mnist images.\n img_nums:\n A list with the numbers of the images we want to load.\n\n Returns:\n The images as a Mx3x32x32 numpy array.\n \"\"\"\n\n return load_img(path, img_nums, (3, 32, 32))\n\n\ndef load_images_eran(img_csv: str = \"../../resources/images/cifar10_test.csv\", num_images: int = 100,\n image_shape: tuple = (3, 32, 32)) -> tuple:\n \"\"\"\n Loads the images from the eran csv.\n\n Args:\n The csv path\n Returns:\n images, targets\n \"\"\"\n\n num_images = 100\n\n images_array = np.zeros((num_images, np.prod(image_shape)), dtype=np.float32)\n targets_array = np.zeros(num_images, dtype=int)\n\n with open(img_csv, \"r\") as file:\n for j in range(num_images):\n line_arr = file.readline().split(\",\")\n targets_array[j] = int(line_arr[0])\n images_array[j] = [float(pixel) for pixel in line_arr[1:]]\n\n return images_array.reshape((num_images, *image_shape)), targets_array"}]
| false
| null | null | null |
0ac3e6f75c6ad2e83d2f026142ba224b4bab8c20
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- ################################################################################ ## Form generated from reading UI file 'splash_screen.ui' ## ## Created by: Qt User Interface Compiler version 5.15.1 ## ## WARNING! All changes made in this file will be lost when recompiling UI file! ################################################################################ from PySide2.QtCore import * from PySide2.QtGui import * from PySide2.QtWidgets import * class Ui_Splash_Screen(object): def setupUi(self, Splash_Screen): if not Splash_Screen.objectName(): Splash_Screen.setObjectName(u"Splash_Screen") Splash_Screen.resize(720, 425) self.centralwidget = QWidget(Splash_Screen) self.centralwidget.setObjectName(u"centralwidget") self.verticalLayout = QVBoxLayout(self.centralwidget) self.verticalLayout.setSpacing(0) self.verticalLayout.setObjectName(u"verticalLayout") self.verticalLayout.setContentsMargins(0, 0, 0, 0) self.frame = QFrame(self.centralwidget) self.frame.setObjectName(u"frame") self.frame.setFrameShape(QFrame.StyledPanel) self.frame.setFrameShadow(QFrame.Raised) self.frame.setLineWidth(0) self.label = QLabel(self.frame) self.label.setObjectName(u"label") self.label.setGeometry(QRect(0, 0, 720, 425)) self.label.setLineWidth(0) self.label.setPixmap(QPixmap(u"img/SS_logo.jpg")) self.label.setIndent(0) self.progressBar = QProgressBar(self.frame) self.progressBar.setObjectName(u"progressBar") self.progressBar.setGeometry(QRect(70, 330, 591, 41)) self.progressBar.setStyleSheet(u"QProgressBar {\n" " background-color:rgb(149, 165, 166);\n" " border-style: none;\n" " border-radius: 10px;\n" " text-align: center;\n" "}\n" "QProgressBar::chunk {\n" " border-radius: 10px;\n" " background-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(210, 157, 255, 255), stop:1 rgba(156, 69, 255, 255));\n" "}") self.progressBar.setValue(24) self.verticalLayout.addWidget(self.frame) Splash_Screen.setCentralWidget(self.centralwidget) self.retranslateUi(Splash_Screen) QMetaObject.connectSlotsByName(Splash_Screen) # setupUi def retranslateUi(self, Splash_Screen): Splash_Screen.setWindowTitle(QCoreApplication.translate("Splash_Screen", u"MainWindow", None)) self.label.setText("") # retranslateUi
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Functions: setupUi, retranslateUi Classes: Ui_Splash_Screen This code demonstrates Pythoncode:Python programming.
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advanced
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database
|
code_explanation
|
Pythoncode:Python
| 2
| 1
| 2,527
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n################################################################################\n## Form generated from reading UI file 'splash_screen.ui'\n##\n## Created by: Qt User Interface Compiler version 5.15.1\n##\n## WARNING! All changes made in this file will be lost when recompiling UI file!\n################################################################################\n\nfrom PySide2.QtCore import *\nfrom PySide2.QtGui import *\nfrom PySide2.QtWidgets import *\n\n\nclass Ui_Splash_Screen(object):\n def setupUi(self, Splash_Screen):\n if not Splash_Screen.objectName():\n Splash_Screen.setObjectName(u\"Splash_Screen\")\n Splash_Screen.resize(720, 425)\n self.centralwidget = QWidget(Splash_Screen)\n self.centralwidget.setObjectName(u\"centralwidget\")\n self.verticalLayout = QVBoxLayout(self.centralwidget)\n self.verticalLayout.setSpacing(0)\n self.verticalLayout.setObjectName(u\"verticalLayout\")\n self.verticalLayout.setContentsMargins(0, 0, 0, 0)\n self.frame = QFrame(self.centralwidget)\n self.frame.setObjectName(u\"frame\")\n self.frame.setFrameShape(QFrame.StyledPanel)\n self.frame.setFrameShadow(QFrame.Raised)\n self.frame.setLineWidth(0)\n self.label = QLabel(self.frame)\n self.label.setObjectName(u\"label\")\n self.label.setGeometry(QRect(0, 0, 720, 425))\n self.label.setLineWidth(0)\n self.label.setPixmap(QPixmap(u\"img/SS_logo.jpg\"))\n self.label.setIndent(0)\n self.progressBar = QProgressBar(self.frame)\n self.progressBar.setObjectName(u\"progressBar\")\n self.progressBar.setGeometry(QRect(70, 330, 591, 41))\n self.progressBar.setStyleSheet(u\"QProgressBar {\\n\"\n\"\tbackground-color:rgb(149, 165, 166);\\n\"\n\"\tborder-style: none;\\n\"\n\"\tborder-radius: 10px;\\n\"\n\"\ttext-align: center;\\n\"\n\"}\\n\"\n\"QProgressBar::chunk {\\n\"\n\"\tborder-radius: 10px;\\n\"\n\"\tbackground-color: qlineargradient(spread:pad, x1:0, y1:0, x2:1, y2:0, stop:0 rgba(210, 157, 255, 255), stop:1 rgba(156, 69, 255, 255));\\n\"\n\"}\")\n self.progressBar.setValue(24)\n\n self.verticalLayout.addWidget(self.frame)\n\n Splash_Screen.setCentralWidget(self.centralwidget)\n\n self.retranslateUi(Splash_Screen)\n\n QMetaObject.connectSlotsByName(Splash_Screen)\n # setupUi\n\n def retranslateUi(self, Splash_Screen):\n Splash_Screen.setWindowTitle(QCoreApplication.translate(\"Splash_Screen\", u\"MainWindow\", None))\n self.label.setText(\"\")\n # retranslateUi"}, {"role": "assistant", "content": " Functions: setupUi, retranslateUi\n Classes: Ui_Splash_Screen\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ac42e49c824529d0aa71dbe888c2a691322545e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code:
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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intermediate
|
oop
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error_detection
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Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:"}, {"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
|
0ac44ba5690cb44ecf9e208ad61f69b8762610fd
|
TheStack--python--000.parquet
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Debug this Pythoncode:Python code: class SQLAlchemyRequired(ImportError): pass class DatabaseError(IOError): pass #------------------------------------------------------------------------------ # Helper functions def _convert_params(sql, params): """convert sql and params args to DBAPI2.0 compliant format""" args = [sql] if params is not None: if hasattr(params, 'keys'): # test if params is a mapping args += [params] else: args += [list(params)] return args def _handle_date_column(col, format=None): if isinstance(format, dict): return to_datetime(col, **format) else: if format in ['D', 's', 'ms', 'us', 'ns']: return to_datetime(col, coerce=True, unit=format) elif issubclass(col.dtype.type, np.floating) or issubclass(col.dtype.type, np.integer): # parse dates as timestamp format = 's' if format is None else format return to_datetime(col, coerce=True, unit=format) else: return to_datetime(col, coerce=True, format=format) def _parse_date_columns(data_frame, parse_dates): """ Force non-datetime columns to be read as such. Supports both string formatted and integer timestamp columns """ # handle non-list entries for parse_dates gracefully if parse_dates is True or parse_dates is None or parse_dates is False: parse_dates = [] if not hasattr(parse_dates, '__iter__'): parse_dates = [parse_dates] for col_name in parse_dates: df_col = data_frame[col_name] try: fmt = parse_dates[col_name] except TypeError: fmt = None data_frame[col_name] = _handle_date_column(df_col, format=fmt) return data_frame def execute(sql, con, cur=None, params=None): """ Execute the given SQL query using the provided connection object. Parameters ---------- sql : string Query to be executed con : SQLAlchemy engine or sqlite3 DBAPI2 connection Using SQLAlchemy makes it possible to use any DB supported by that library. If a DBAPI2 object, only sqlite3 is supported. cur : depreciated, cursor is obtained from connection params : list or tuple, optional List of parameters to pass to execute method. Returns ------- Results Iterable """ if cur is None: pandas_sql = pandasSQL_builder(con) else: pandas_sql = pandasSQL_builder(cur, is_cursor=True) args = _convert_params(sql, params) return pandas_sql.execute(*args) #------------------------------------------------------------------------------ #--- Deprecated tquery and uquery ... [61 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 38 Invalid syntax at line 91: ... [61 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 18 💡 Suggestions: Complete the expression on the last line Add closing quote at line 38 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
| 4
| 2
| 2,747
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nclass SQLAlchemyRequired(ImportError):\n pass\n\n\nclass DatabaseError(IOError):\n pass\n\n\n#------------------------------------------------------------------------------\n# Helper functions\n\ndef _convert_params(sql, params):\n \"\"\"convert sql and params args to DBAPI2.0 compliant format\"\"\"\n args = [sql]\n if params is not None:\n if hasattr(params, 'keys'): # test if params is a mapping\n args += [params]\n else:\n args += [list(params)]\n return args\n\n\ndef _handle_date_column(col, format=None):\n if isinstance(format, dict):\n return to_datetime(col, **format)\n else:\n if format in ['D', 's', 'ms', 'us', 'ns']:\n return to_datetime(col, coerce=True, unit=format)\n elif issubclass(col.dtype.type, np.floating) or issubclass(col.dtype.type, np.integer):\n # parse dates as timestamp\n format = 's' if format is None else format\n return to_datetime(col, coerce=True, unit=format)\n else:\n return to_datetime(col, coerce=True, format=format)\n\n\ndef _parse_date_columns(data_frame, parse_dates):\n \"\"\" Force non-datetime columns to be read as such.\n Supports both string formatted and integer timestamp columns\n \"\"\"\n # handle non-list entries for parse_dates gracefully\n if parse_dates is True or parse_dates is None or parse_dates is False:\n parse_dates = []\n\n if not hasattr(parse_dates, '__iter__'):\n parse_dates = [parse_dates]\n\n for col_name in parse_dates:\n df_col = data_frame[col_name]\n try:\n fmt = parse_dates[col_name]\n except TypeError:\n fmt = None\n data_frame[col_name] = _handle_date_column(df_col, format=fmt)\n\n return data_frame\n\n\ndef execute(sql, con, cur=None, params=None):\n \"\"\"\n Execute the given SQL query using the provided connection object.\n\n Parameters\n ----------\n sql : string\n Query to be executed\n con : SQLAlchemy engine or sqlite3 DBAPI2 connection\n Using SQLAlchemy makes it possible to use any DB supported by that\n library.\n If a DBAPI2 object, only sqlite3 is supported.\n cur : depreciated, cursor is obtained from connection\n params : list or tuple, optional\n List of parameters to pass to execute method.\n\n Returns\n -------\n Results Iterable\n \"\"\"\n if cur is None:\n pandas_sql = pandasSQL_builder(con)\n else:\n pandas_sql = pandasSQL_builder(cur, is_cursor=True)\n args = _convert_params(sql, params)\n return pandas_sql.execute(*args)\n\n\n#------------------------------------------------------------------------------\n#--- Deprecated tquery and uquery\n\n\n ... [61 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 38\n Invalid syntax at line 91: ... [61 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 38\n Review syntax near the error location"}]
| false
| null | null | null |
0ac4b5f3fcc2b83c0b6c655a23b542fa299d00d2
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class Solution: def XXX(self, s): """ :type s: str :rtype: int """ cnt, tail = 0, len(s) - 1 while tail >= 0 and s[tail] == ' ': Error: SyntaxError / EOF
|
Fixed Code: class Solution: def XXX(self, s): """ :type s: str :rtype: int """ cnt, tail = 0, len(s) - 1 while tail >= 0 and s[tail] == ' ': tail -= 1 while tail >= 0 and s[tail] != ' ': cnt += 1 tail -= 1 return cnt Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 181
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n class Solution:\n def XXX(self, s):\n \"\"\"\n :type s: str\n :rtype: int\n \"\"\"\n cnt, tail = 0, len(s) - 1\n while tail >= 0 and s[tail] == ' ':\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n class Solution:\n def XXX(self, s):\n \"\"\"\n :type s: str\n :rtype: int\n \"\"\"\n cnt, tail = 0, len(s) - 1\n while tail >= 0 and s[tail] == ' ':\n tail -= 1\n while tail >= 0 and s[tail] != ' ':\n cnt += 1\n tail -= 1\n return cnt\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ac4d53d399503faaa282a5d9403e61ac65e0976
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class Metaclass(ABCMeta): """A metaclass to customize the behavior of all classes.""" def __new__(self, name: str, bases: tuple[type, ...], attrs: dict[str, Any], **keys: Any) -> type: """The static constructor for the Metaclass. Parameters: name - str The name of the class bases - tuple[type, ...] A tuple of classes to inherit attrs - dict[str, Any] A dictionary of attributes **keys - Any Keyword arguments to pass in """ # Creating a new class cls = super().__new__(self, name, bases, dict(attrs), **keys) cls.__setattr__ = self.setattr # Custom magic methods cls.__namespaces__ = {} cls.__magics__ = {} cls.__attributes__ = {} cls.__publics__ = {} cls.__privates__ = {} ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # Setting objects for name in dir(cls): value = getattr(cls, name)
|
advanced
|
oop
|
incomplete_code
|
Pythoncode:Python
| 2
| 4
| 871
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass Metaclass(ABCMeta):\n \"\"\"A metaclass to customize the behavior of all classes.\"\"\"\n\n def __new__(self, name: str, bases: tuple[type, ...], attrs: dict[str, Any], **keys: Any) -> type:\n \"\"\"The static constructor for the Metaclass.\n\n Parameters:\n name - str The name of the class\n bases - tuple[type, ...] A tuple of classes to inherit\n attrs - dict[str, Any] A dictionary of attributes\n **keys - Any Keyword arguments to pass in\n \"\"\"\n # Creating a new class\n cls = super().__new__(self, name, bases, dict(attrs), **keys)\n cls.__setattr__ = self.setattr\n\n # Custom magic methods\n cls.__namespaces__ = {}\n cls.__magics__ = {}\n cls.__attributes__ = {}\n cls.__publics__ = {}\n cls.__privates__ = {}\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n # Setting objects\n for name in dir(cls):\n value = getattr(cls, name)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ac61484010824f5bc86d5e3f43da1576d3d9bbb
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the Apache 2.0 License. import infra.e2e_args import infra.ccf import infra.jsonrpc import logging from time import gmtime, strftime import csv import random from loguru import logger as LOG Error: SyntaxError / EOF
|
Fixed Code: # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the Apache 2.0 License. import infra.e2e_args import infra.ccf import infra.jsonrpc import logging from time import gmtime, strftime import csv import random from loguru import logger as LOG class AppUser: def __init__(self, network, name, country, curve): self.name = name self.country = country Explanation: Complete the truncated code structure
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 270
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the Apache 2.0 License.\nimport infra.e2e_args\nimport infra.ccf\nimport infra.jsonrpc\n\nimport logging\nfrom time import gmtime, strftime\nimport csv\nimport random\n\nfrom loguru import logger as LOG\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the Apache 2.0 License.\nimport infra.e2e_args\nimport infra.ccf\nimport infra.jsonrpc\n\nimport logging\nfrom time import gmtime, strftime\nimport csv\nimport random\n\nfrom loguru import logger as LOG\n\n\nclass AppUser:\n def __init__(self, network, name, country, curve):\n self.name = name\n self.country = country\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ac6cf77a3b421f63bd83476f536c84c12d3066c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os import re import glob import logging import textwrap import fileinput import numpy as np from finmag.energies import Zeeman from finmag.util.helpers import norm ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 12: ... [2 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 219
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nimport re\nimport glob\nimport logging\nimport textwrap\nimport fileinput\nimport numpy as np\nfrom finmag.energies import Zeeman\nfrom finmag.util.helpers import norm\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 12: ... [2 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 |
0ac72633419a62f181f2995c29a463e6cede8eca
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from PyQt5 import QtCore, QtGui, QtWidgets from PyQt5 import QtGui, QtCore class Ui_MainWindow(object): ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
ui
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 160
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\r\n\r\nfrom PyQt5 import QtCore, QtGui, QtWidgets\r\nfrom PyQt5 import QtGui, QtCore\r\n\r\nclass Ui_MainWindow(object):\r\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ac87693a78b8ba6514e5ac5aa8d9530546bb44b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Generated by Django 3.0.2 on 2020-03-17 08:44 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('myApp', '0016_usergroup_buyer'), ] operations = [ migrations.CreateModel( name='Chat', fields=[ ('id', models.CharField(max_length=31, primary_key=True, serialize=False)), ('chatinfo', models.CharField(max_length=20000)), ('shopid', models.CharField(max_length=30)), ('user1', models.CharField(max_length=50)), ('user2', models.CharField(max_length=50)), ('name1', models.CharField(max_length=50)), ('name2', models.CharField(max_length=50)), ], ), ]
|
Code Review: ❌ Critical issues: Block at line 6 has no indented body ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 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 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 ✨ Improvements: Add docstring to class 'Migration'
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 791
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Generated by Django 3.0.2 on 2020-03-17 08:44\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('myApp', '0016_usergroup_buyer'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Chat',\n fields=[\n ('id', models.CharField(max_length=31, primary_key=True, serialize=False)),\n ('chatinfo', models.CharField(max_length=20000)),\n ('shopid', models.CharField(max_length=30)),\n ('user1', models.CharField(max_length=50)),\n ('user2', models.CharField(max_length=50)),\n ('name1', models.CharField(max_length=50)),\n ('name2', models.CharField(max_length=50)),\n ],\n ),\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 6 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 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 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\n\u2728 Improvements:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
0ac88c66372990e2da39877dd262a4baa72b4bfd
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2012 Google Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS-IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Controllers for miscellaneous services.""" __author__ = 'Tarashish Mishra' import base64 import json from core.controllers import base class FileReadHandler(base.BaseHandler): """Returns a base64-encoded ascii string with uploaded file's content.""" def post(self): raw_file_content = self.request.get('file') encoded_content = base64.b64encode(raw_file_content) self.response.headers['Content-Type'] = 'application/json' response = { 'base64_file_content': encoded_content, } self.response.out.write(json.dumps(response))
|
Functions: post Classes: FileReadHandler This code demonstrates Pythoncode:Python programming.
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advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 1,200
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2012 Google Inc. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS-IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\"\"\"Controllers for miscellaneous services.\"\"\"\n\n__author__ = 'Tarashish Mishra'\n\nimport base64\nimport json\n\nfrom core.controllers import base\n\n\nclass FileReadHandler(base.BaseHandler):\n \"\"\"Returns a base64-encoded ascii string with uploaded file's content.\"\"\"\n\n def post(self):\n raw_file_content = self.request.get('file')\n\n encoded_content = base64.b64encode(raw_file_content)\n\n self.response.headers['Content-Type'] = 'application/json'\n response = {\n 'base64_file_content': encoded_content,\n }\n self.response.out.write(json.dumps(response))"}, {"role": "assistant", "content": " Functions: post\n Classes: FileReadHandler\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ac8bc92bddd721b23be9da9373cb90b73f83f01
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright (c) Microsoft Corporation # # All rights reserved. # # MIT License # # Permission is hereby granted, free of charge, to any person obtaining a # copy of this software and associated documentation files (the "Software"), # to deal in the Software without restriction, including without limitation # the rights to use, copy, modify, merge, publish, distribute, sublicense, # and/or sell copies of the Software, and to permit persons to whom the # Software is furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING # FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER # DEALINGS IN THE SOFTWARE. # compat imports from __future__ import ( def get_ssh_key_prefix(): # type: (None) -> str """Get SSH key prefix :rtype: str :return: ssh key prefix """ return _SSH_KEY_PREFIX def get_remotefs_ssh_key_prefix(): # type: (None) -> str """Get remote fs SSH key prefix :rtype: str :return: ssh key prefix for remote fs """ return _REMOTEFS_SSH_KEY_PREFIX def generate_rdp_password(): # type: (None) -> str """Generate an RDP password :rtype: str :return: rdp passwo """ return base64.b64encode(os.urandom(8)) def generate_ssh_keypair(export_path, prefix=None): # type: (str, str) -> tuple """Generate an ssh keypair for use with user logins :param str export_path: keypair export path :param str prefix: key prefix :rtype: tuple :return: (private key filename, public key filename) """ if util.is_none_or_empty(prefix): prefix = _SSH_KEY_PREFIX privkey = pathlib.Path(export_path, prefix) pubkey = pathlib.Path(export_path, prefix + '.pub') if privkey.exists(): old = pathlib.Path(export_path, prefix + '.old') if old.exists(): old.unlink() privkey.rename(old) if pubkey.exists(): old = pathlib.Path(export_path, prefix + '.pub.old') if old.exists(): old.unlink() pubkey.rename(old) logger.info('generating ssh key pair to path: {}'.format(export_path)) subprocess.check_call( ['ssh-keygen', '-f', str(privkey), '-t', 'rsa', '-N', '''''']) return (privkey, pubkey) ... [13 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 29 • Unclosed '(' at line 26 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 29 • Add closing ')' bracket
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 4
| 0
| 2,771
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright (c) Microsoft Corporation\n#\n# All rights reserved.\n#\n# MIT License\n#\n# Permission is hereby granted, free of charge, to any person obtaining a\n# copy of this software and associated documentation files (the \"Software\"),\n# to deal in the Software without restriction, including without limitation\n# the rights to use, copy, modify, merge, publish, distribute, sublicense,\n# and/or sell copies of the Software, and to permit persons to whom the\n # Software is furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER\n# DEALINGS IN THE SOFTWARE.\n\n# compat imports\nfrom __future__ import (\ndef get_ssh_key_prefix():\n # type: (None) -> str\n \"\"\"Get SSH key prefix\n :rtype: str\n :return: ssh key prefix\n \"\"\"\n return _SSH_KEY_PREFIX\n\n\ndef get_remotefs_ssh_key_prefix():\n # type: (None) -> str\n \"\"\"Get remote fs SSH key prefix\n :rtype: str\n :return: ssh key prefix for remote fs\n \"\"\"\n return _REMOTEFS_SSH_KEY_PREFIX\n\n\ndef generate_rdp_password():\n # type: (None) -> str\n \"\"\"Generate an RDP password\n :rtype: str\n:return: rdp passwo\n \"\"\"\n return base64.b64encode(os.urandom(8))\n\n\ndef generate_ssh_keypair(export_path, prefix=None):\n # type: (str, str) -> tuple\n \"\"\"Generate an ssh keypair for use with user logins\n :param str export_path: keypair export path\n :param str prefix: key prefix\n :rtype: tuple\n :return: (private key filename, public key filename)\n \"\"\"\n if util.is_none_or_empty(prefix):\n prefix = _SSH_KEY_PREFIX\n privkey = pathlib.Path(export_path, prefix)\n pubkey = pathlib.Path(export_path, prefix + '.pub')\n if privkey.exists():\n old = pathlib.Path(export_path, prefix + '.old')\n if old.exists():\n old.unlink()\n privkey.rename(old)\n if pubkey.exists():\n old = pathlib.Path(export_path, prefix + '.pub.old')\n if old.exists():\n old.unlink()\n pubkey.rename(old)\n logger.info('generating ssh key pair to path: {}'.format(export_path))\n subprocess.check_call(\n ['ssh-keygen', '-f', str(privkey), '-t', 'rsa', '-N', ''''''])\n return (privkey, pubkey)\n\n\n\n ... [13 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 29\n \u2022 Unclosed '(' at line 26 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 29\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
0ac98e5cdb6676a542021f48c116aa5fa733e705
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import division, print_function, absolute_import import os import tensorflow as tf
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 122
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import division, print_function, absolute_import\nimport os\nimport tensorflow as tf"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ac9b8651f0cd02d3cb27eefe5c6577d55fc334a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # # Copyright (2020) The Delta Lake Project Authors. # # 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 unittest import delta.exceptions as exceptions from delta.testing.utils import DeltaTestCase class DeltaExceptionTests(DeltaTestCase): def _raise_concurrent_exception(self, exception_type): e = exception_type("") self.spark.sparkContext._jvm.scala.util.Failure(e).get() def test_capture_concurrent_write_exception(self): e = self.spark._jvm.io.delta.exceptions.ConcurrentWriteException self.assertRaises(exceptions.ConcurrentWriteException, lambda: self._raise_concurrent_exception(e)) def test_capture_metadata_changed_exception(self): e = self.spark._jvm.io.delta.exceptions.MetadataChangedException self.assertRaises(exceptions.MetadataChangedException, lambda: self._raise_concurrent_exception(e)) def test_capture_protocol_changed_exception(self): e = self.spark._jvm.io.delta.exceptions.ProtocolChangedException self.assertRaises(exceptions.ProtocolChangedException, lambda: self._raise_concurrent_exception(e)) def test_capture_concurrent_append_exception(self): e = self.spark._jvm.io.delta.exceptions.ConcurrentAppendException self.assertRaises(exceptions.ConcurrentAppendException, lambda: self._raise_concurrent_exception(e)) def test_capture_concurrent_delete_read_exception(self): e = self.spark._jvm.io.delta.exceptions.ConcurrentDeleteReadException self.assertRaises(exceptions.ConcurrentDeleteReadException, lambda: self._raise_concurrent_exception(e)) def test_capture_concurrent_delete_delete_exception(self): e = self.spark._jvm.io.delta.exceptions.ConcurrentDeleteDeleteException self.assertRaises(exceptions.ConcurrentDeleteDeleteException, lambda: self._raise_concurrent_exception(e)) ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 7
| 1
| 2,567
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#\n# Copyright (2020) The Delta Lake Project Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\nimport unittest\n\nimport delta.exceptions as exceptions\n\nfrom delta.testing.utils import DeltaTestCase\n\n\nclass DeltaExceptionTests(DeltaTestCase):\n\n def _raise_concurrent_exception(self, exception_type):\n e = exception_type(\"\")\n self.spark.sparkContext._jvm.scala.util.Failure(e).get()\n\n def test_capture_concurrent_write_exception(self):\n e = self.spark._jvm.io.delta.exceptions.ConcurrentWriteException\n self.assertRaises(exceptions.ConcurrentWriteException,\n lambda: self._raise_concurrent_exception(e))\n\n def test_capture_metadata_changed_exception(self):\n e = self.spark._jvm.io.delta.exceptions.MetadataChangedException\n self.assertRaises(exceptions.MetadataChangedException,\n lambda: self._raise_concurrent_exception(e))\n\n def test_capture_protocol_changed_exception(self):\n e = self.spark._jvm.io.delta.exceptions.ProtocolChangedException\n self.assertRaises(exceptions.ProtocolChangedException,\n lambda: self._raise_concurrent_exception(e))\n\n def test_capture_concurrent_append_exception(self):\n e = self.spark._jvm.io.delta.exceptions.ConcurrentAppendException\n self.assertRaises(exceptions.ConcurrentAppendException,\n lambda: self._raise_concurrent_exception(e))\n\n def test_capture_concurrent_delete_read_exception(self):\n e = self.spark._jvm.io.delta.exceptions.ConcurrentDeleteReadException\n self.assertRaises(exceptions.ConcurrentDeleteReadException,\n lambda: self._raise_concurrent_exception(e))\n\n def test_capture_concurrent_delete_delete_exception(self):\n e = self.spark._jvm.io.delta.exceptions.ConcurrentDeleteDeleteException\n self.assertRaises(exceptions.ConcurrentDeleteDeleteException,\n lambda: self._raise_concurrent_exception(e))\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0acab913205c6b28e2e38031c30bbb139185f389
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def matrix_form(): r = int(input("Enter the no of rows")) c = int(input("Enter the no of columns")) matrix=[] print("Enter the enteries") for c in range(r): a = [] for j in range(c): a.append(int(input())) matrix.append(a) return(matrix) def check_matrix(first_matrix,sec_matrix): if(first_matrix==sec_matrix): print("same") else: print("not same") print("Enter the 1st matrix") first_matrix = matrix_form() print(first_matrix) print("Enter the 2nd matrix") sec_matrix = matrix_form() print(sec_matrix) check_matrix(first_matrix,sec_matrix)
|
Error Analysis: Error Type: VARIABLE_SHADOWING Error: VARIABLE_SHADOWING Fix: Use different variable name in nested scope
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 629
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef matrix_form():\n r = int(input(\"Enter the no of rows\"))\n c = int(input(\"Enter the no of columns\"))\n\n matrix=[]\n print(\"Enter the enteries\")\n\n for c in range(r):\n a = []\n for j in range(c):\n a.append(int(input()))\n matrix.append(a)\n return(matrix)\n\ndef check_matrix(first_matrix,sec_matrix):\n if(first_matrix==sec_matrix):\n print(\"same\")\n else:\n print(\"not same\")\n\n\nprint(\"Enter the 1st matrix\")\nfirst_matrix = matrix_form()\nprint(first_matrix)\nprint(\"Enter the 2nd matrix\")\nsec_matrix = matrix_form()\nprint(sec_matrix)\ncheck_matrix(first_matrix,sec_matrix)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Error: VARIABLE_SHADOWING\n\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
0acabac25e7f182a0cc9d197e74fb9a54f708fdd
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/home/ubuntu/miniconda2/bin/python from __future__ import division import sys import glob, os, gc import uuid import os.path import csv import numpy as np from time import time from subprocess import (call, Popen, PIPE) from itertools import product import shutil import re import pickle from boto3.session import Session import boto3 import h5py import umap import hdbscan from keras.models import load_model from keras.models import Model from keras import backend as K from keras.utils import multi_gpu_model ##Path to Data basepath = "/home/ubuntu/" subject = sys.argv[1] ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: with open("config.txt") as f: config = [line.rstrip() for line in f] print config[0] print config[1]
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 580
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/home/ubuntu/miniconda2/bin/python\n\nfrom __future__ import division\nimport sys\nimport glob, os, gc\nimport uuid\nimport os.path\nimport csv\nimport numpy as np\nfrom time import time\nfrom subprocess import (call, Popen, PIPE)\nfrom itertools import product\nimport shutil\nimport re\nimport pickle\nfrom boto3.session import Session\nimport boto3\nimport h5py\nimport umap\nimport hdbscan\nfrom keras.models import load_model\nfrom keras.models import Model\nfrom keras import backend as K\nfrom keras.utils import multi_gpu_model\n\n##Path to Data\nbasepath = \"/home/ubuntu/\"\n\nsubject = sys.argv[1]\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\nwith open(\"config.txt\") as f:\n config = [line.rstrip() for line in f] \nprint config[0]\nprint config[1]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0acb3e8369864a2998734321cae251dc26fd05fa
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import numpy as np from stumpff import C, S from CelestialBody import BODIES from numerical import newton, laguerre from lagrange import calc_f, calc_fd, calc_g, calc_gd def kepler_chi(chi, alpha, r0, vr0, mu, dt): ''' Kepler's Equation of the universal anomaly, modified for use in numerical solvers. ''' z = alpha*chi**2 return (r0*vr0/np.sqrt(mu))*chi**2*C(z) + \ (1 - alpha*r0)*chi**3*S(z) + \ r0*chi - np.sqrt(mu)*dt def dkepler_dchi(chi, alpha, r0, vr0, mu, dt): ''' Derivative of Kepler's Equation of the universal anomaly, modified for use in numerical solvers. ''' z = alpha*chi**2 return (r0*vr0/np.sqrt(mu))*chi*(1 - alpha*chi**2*S(z)) + \ (1 - alpha*r0)*chi**2*C(z) + r0 def d2kepler_dchi2(chi, alpha, r0, vr0, mu, dt): ''' Second derivative of Kepler's Equation of the universal anomaly, modified for use in numerical solvers. ''' z = alpha*chi**2 S_ = S(z) return (r0*vr0/np.sqrt(mu))*(1 - 3*z*S_ + z*(C(z) - 3*S_)) + \ chi*(1 - z*S_)*(1 - alpha*r0) ... [5 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 10 Invalid syntax at line 35: ... [5 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Complete the expression on the last line Add closing quote at line 10 Review syntax near the error location
|
intermediate
|
general
|
debugging
|
Pythoncode:Python
| 3
| 0
| 1,115
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nfrom stumpff import C, S\nfrom CelestialBody import BODIES\nfrom numerical import newton, laguerre\nfrom lagrange import calc_f, calc_fd, calc_g, calc_gd\n\n\ndef kepler_chi(chi, alpha, r0, vr0, mu, dt):\n ''' Kepler's Equation of the universal anomaly, modified\n for use in numerical solvers. '''\n z = alpha*chi**2\n return (r0*vr0/np.sqrt(mu))*chi**2*C(z) + \\\n (1 - alpha*r0)*chi**3*S(z) + \\\n r0*chi - np.sqrt(mu)*dt\n\n\ndef dkepler_dchi(chi, alpha, r0, vr0, mu, dt):\n ''' Derivative of Kepler's Equation of the universal anomaly,\n modified for use in numerical solvers. '''\n z = alpha*chi**2\n return (r0*vr0/np.sqrt(mu))*chi*(1 - alpha*chi**2*S(z)) + \\\n (1 - alpha*r0)*chi**2*C(z) + r0\n\n\ndef d2kepler_dchi2(chi, alpha, r0, vr0, mu, dt):\n ''' Second derivative of Kepler's Equation of the universal\n anomaly, modified for use in numerical solvers. '''\n z = alpha*chi**2\n S_ = S(z)\n return (r0*vr0/np.sqrt(mu))*(1 - 3*z*S_ + z*(C(z) - 3*S_)) + \\\n chi*(1 - z*S_)*(1 - alpha*r0)\n\n\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 Unterminated string literal at line 10\n Invalid syntax at line 35: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 10\n Review syntax near the error location"}]
| false
| null | null | null |
0accac5244ae00b90c3dcaa313e0ad6674cf5f7f
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: description = 'PGAA setup with XYZOmega sample table' group = 'basic' sysconfig = dict( datasinks = ['mcasink', 'chnsink', 'csvsink', 'livesink'] ) includes = [ 'system', 'reactor', 'nl4b', 'pressure', 'sampletable', 'pilz', 'detector', 'collimation', ] devices = dict( mcasink = device('nicos_mlz.pgaa.devices.MCASink', settypes = {'point'}, detectors = ['_60p', 'LEGe'], ), chnsink = device('nicos_mlz.pgaa.devices.CHNSink', settypes = {'point'}, detectors = ['_60p', 'LEGe'], ), csvsink = device('nicos_mlz.pgaa.devices.CSVDataSink', settypes = {'point'}, ), ) startupcode = """ SetDetectors('_60p', 'LEGe') SetEnvironment(chamber_pressure) printinfo("============================================================") printinfo("Welcome to the NICOS PGAI demo setup.") printinfo("============================================================") """
|
Code Review: ❌ Critical issues: Unterminated string literal at line 34 ⚠️ Code quality: Unexpected indentation at line 6 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 17 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 closing quote at line 34
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 0
| 952
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ndescription = 'PGAA setup with XYZOmega sample table'\n\ngroup = 'basic'\n\nsysconfig = dict(\n datasinks = ['mcasink', 'chnsink', 'csvsink', 'livesink']\n)\n\nincludes = [\n 'system',\n 'reactor',\n 'nl4b',\n 'pressure',\n 'sampletable',\n 'pilz',\n 'detector',\n 'collimation',\n]\n\ndevices = dict(\n mcasink = device('nicos_mlz.pgaa.devices.MCASink',\n settypes = {'point'},\n detectors = ['_60p', 'LEGe'],\n ),\n chnsink = device('nicos_mlz.pgaa.devices.CHNSink',\n settypes = {'point'},\n detectors = ['_60p', 'LEGe'],\n ),\n csvsink = device('nicos_mlz.pgaa.devices.CSVDataSink',\n settypes = {'point'},\n ),\n)\n\nstartupcode = \"\"\"\nSetDetectors('_60p', 'LEGe')\nSetEnvironment(chamber_pressure)\nprintinfo(\"============================================================\")\nprintinfo(\"Welcome to the NICOS PGAI demo setup.\")\nprintinfo(\"============================================================\")\n\"\"\""}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 34\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\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 17\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 closing quote at line 34"}]
| false
| null | null | null |
0acd26a6aeb9fbb21484a68cd667f26b74d856f7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. def test_conv1d_infer_type(): # symbolic in batch dimension n, c, w = tvm.var("n"), 10, 224 x = relay.var("x", relay.ty.TensorType((n, c, w), "float32")) w = relay.var("w") y = relay.nn.conv1d(x, w, kernel_size=3, padding=(1, 1), channels=2) yy = run_infer_type(y) assert yy.checked_type == relay.TensorType( (n, 2, 224), "float32") assert yy.args[1].checked_type == relay.TensorType( (2, 10, 3), "float32") # infer by shape of w, mixed precision n, c, w = tvm.var("n"), 10, 224 x = relay.var("x", relay.TensorType((n, c, w), "int8")) w = relay.var("w", relay.TensorType((2, 10, 3), "int8")) y = relay.nn.conv1d(x, w, out_dtype="int32") # Complete this line yy = run_infer_type(y) assert yy.checked_type == relay.TensorType( (n, 2, 222), "int32") # infer shape in case of different dtypes for input and weight. n, c, w = tvm.var("n"), 10, 224 x = relay.var("x", relay.TensorType((n, c, w), "uint8")) w = relay.var("w", relay.TensorType((2, 10, 3), "int8")) y = relay.nn.conv1d(x, w, out_dtype="int32") assert "out_dtype=\"int32\"" in y.astext() yy = run_infer_type(y) assert yy.checked_type == relay.TensorType( (n, 2, 222), "int32") # Infer with NWC n, c, w = 4, 32, 224 x = relay.var("x", relay.TensorType((n, w, c), "int8")) wt = relay.var("w") y = relay.nn.conv1d(x, wt, kernel_size=3, padding=(1, 1), channels=16, data_layout="NWC", out_dtype="int32") yy = run_infer_type(y) assert yy.checked_type == relay.TensorType( (n, w, 16), "int32") def test_conv1d_run(): ... [49 more functiondefs truncated] ...
|
The missing line is: assert "out_dtype=\"int32\"" in y.astext()
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 2,688
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\ndef test_conv1d_infer_type():\n # symbolic in batch dimension\n n, c, w = tvm.var(\"n\"), 10, 224\n x = relay.var(\"x\", relay.ty.TensorType((n, c, w), \"float32\"))\n w = relay.var(\"w\")\n y = relay.nn.conv1d(x, w,\n kernel_size=3,\n padding=(1, 1),\n channels=2)\n yy = run_infer_type(y)\n assert yy.checked_type == relay.TensorType(\n (n, 2, 224), \"float32\")\n assert yy.args[1].checked_type == relay.TensorType(\n (2, 10, 3), \"float32\")\n\n # infer by shape of w, mixed precision\n n, c, w = tvm.var(\"n\"), 10, 224\n x = relay.var(\"x\", relay.TensorType((n, c, w), \"int8\"))\n w = relay.var(\"w\", relay.TensorType((2, 10, 3), \"int8\"))\n y = relay.nn.conv1d(x, w, out_dtype=\"int32\")\n # Complete this line\n yy = run_infer_type(y)\n assert yy.checked_type == relay.TensorType(\n (n, 2, 222), \"int32\")\n\n # infer shape in case of different dtypes for input and weight.\n n, c, w = tvm.var(\"n\"), 10, 224\n x = relay.var(\"x\", relay.TensorType((n, c, w), \"uint8\"))\n w = relay.var(\"w\", relay.TensorType((2, 10, 3), \"int8\"))\n y = relay.nn.conv1d(x, w, out_dtype=\"int32\")\n assert \"out_dtype=\\\"int32\\\"\" in y.astext()\n yy = run_infer_type(y)\n assert yy.checked_type == relay.TensorType(\n (n, 2, 222), \"int32\")\n\n # Infer with NWC\n n, c, w = 4, 32, 224\n x = relay.var(\"x\", relay.TensorType((n, w, c), \"int8\"))\n wt = relay.var(\"w\")\n y = relay.nn.conv1d(x, wt,\n kernel_size=3,\n padding=(1, 1),\n channels=16,\n data_layout=\"NWC\",\n out_dtype=\"int32\")\n yy = run_infer_type(y)\n assert yy.checked_type == relay.TensorType(\n (n, w, 16), \"int32\")\n\n\ndef test_conv1d_run():\n\n ... [49 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n assert \"out_dtype=\\\"int32\\\"\" in y.astext()"}]
| false
| null | null | null |
0acd83639363e1e8109b480a9d0f9a0898831b8f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright 2021 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class SubtokenizerTest(tf.test.TestCase): def _init_subtokenizer(self, vocab_list): temp_file = tempfile.NamedTemporaryFile(delete=False) with tf.io.gfile.GFile(temp_file.name, "w") as w: for subtoken in vocab_list: w.write("'%s'" % subtoken) w.write("\n") return tokenizer.Subtokenizer(temp_file.name, reserved_tokens=[]) def test_encode(self): vocab_list = ["123_", "test", "ing_"] subtokenizer = self._init_subtokenizer(vocab_list) s = "testing 123" encoded_list = subtokenizer.encode(s) self.assertEqual([1, 2, 0], encoded_list) def test_decode(self): vocab_list = ["123_", "test", "ing_"] subtokenizer = self._init_subtokenizer(vocab_list) encoded_list = [1, 2, 0] # testing 123 decoded_str = subtokenizer.decode(encoded_list) self.assertEqual("testing 123", decoded_str) def test_subtoken_ids_to_tokens(self): vocab_list = ["123_", "test", "ing_"] subtokenizer = self._init_subtokenizer(vocab_list) encoded_list = [1, 2, 0] # testing 123 token_list = subtokenizer._subtoken_ids_to_tokens(encoded_list) self.assertEqual([u"testing", u"123"], token_list) # Complete this line class StringHelperTest(tf.test.TestCase): def test_split_string_to_tokens(self): text = "test? testing 123." tokens = tokenizer._split_string_to_tokens(text, tokenizer._ALPHANUMERIC_CHAR_SET) self.assertEqual(["test", "? ", "testing", "123", "."], tokens) def test_join_tokens_to_string(self): tokens = ["test", "? ", "testing", "123", "."] s = tokenizer._join_tokens_to_string(tokens, tokenizer._ALPHANUMERIC_CHAR_SET) self.assertEqual("test? testing 123.", s) def test_escape_token(self): token = u"abc_\\4" alphabet = set("abc_\\u;") escaped_token = tokenizer._escape_token(token, alphabet) self.assertEqual("abc\\u\\\\\\52;_", escaped_token) def test_unescape_token(self): escaped_token = u"Underline: \\u, Backslash: \\\\, Unicode: \\52;" unescaped_token = tokenizer._unescape_token(escaped_token) self.assertEqual("Underline: _, Backslash: \\, Unicode: 4", unescaped_token) ... [7 more functiondefs truncated] ...
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The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 8
| 2
| 2,937
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright 2021 The TensorFlow Authors. All Rights Reserved.\r\n#\r\n# Licensed under the Apache License, Version 2.0 (the \"License\");\r\n# you may not use this file except in compliance with the License.\r\n# You may obtain a copy of the License at\r\n#\r\n# http://www.apache.org/licenses/LICENSE-2.0\r\n#\r\n# Unless required by applicable law or agreed to in writing, software\r\n# distributed under the License is distributed on an \"AS IS\" BASIS,\r\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\r\n# See the License for the specific language governing permissions and\r\n# limitations under the License.\r\n\r\nclass SubtokenizerTest(tf.test.TestCase):\r\n\r\n def _init_subtokenizer(self, vocab_list):\r\n temp_file = tempfile.NamedTemporaryFile(delete=False)\r\n with tf.io.gfile.GFile(temp_file.name, \"w\") as w:\r\n for subtoken in vocab_list:\r\n w.write(\"'%s'\" % subtoken)\r\n w.write(\"\\n\")\r\n return tokenizer.Subtokenizer(temp_file.name, reserved_tokens=[])\r\n\r\n def test_encode(self):\r\n vocab_list = [\"123_\", \"test\", \"ing_\"]\r\n subtokenizer = self._init_subtokenizer(vocab_list)\r\n s = \"testing 123\"\r\n encoded_list = subtokenizer.encode(s)\r\n self.assertEqual([1, 2, 0], encoded_list)\r\n\r\n def test_decode(self):\r\n vocab_list = [\"123_\", \"test\", \"ing_\"]\r\n subtokenizer = self._init_subtokenizer(vocab_list)\r\n encoded_list = [1, 2, 0] # testing 123\r\n decoded_str = subtokenizer.decode(encoded_list)\r\n self.assertEqual(\"testing 123\", decoded_str)\r\n\r\n def test_subtoken_ids_to_tokens(self):\r\n vocab_list = [\"123_\", \"test\", \"ing_\"]\r\n subtokenizer = self._init_subtokenizer(vocab_list)\r\n encoded_list = [1, 2, 0] # testing 123\r\n token_list = subtokenizer._subtoken_ids_to_tokens(encoded_list)\r\n self.assertEqual([u\"testing\", u\"123\"], token_list)\r\n # Complete this line\n\r\nclass StringHelperTest(tf.test.TestCase):\r\n\r\n def test_split_string_to_tokens(self):\r\n text = \"test? testing 123.\"\r\n\r\n tokens = tokenizer._split_string_to_tokens(text,\r\n tokenizer._ALPHANUMERIC_CHAR_SET)\r\n self.assertEqual([\"test\", \"? \", \"testing\", \"123\", \".\"], tokens)\r\n\r\n def test_join_tokens_to_string(self):\r\n tokens = [\"test\", \"? \", \"testing\", \"123\", \".\"]\r\n\r\n s = tokenizer._join_tokens_to_string(tokens,\r\n tokenizer._ALPHANUMERIC_CHAR_SET)\r\n self.assertEqual(\"test? testing 123.\", s)\r\n\r\n def test_escape_token(self):\r\n token = u\"abc_\\\\4\"\r\n alphabet = set(\"abc_\\\\u;\")\r\n\r\n escaped_token = tokenizer._escape_token(token, alphabet)\r\n self.assertEqual(\"abc\\\\u\\\\\\\\\\\\52;_\", escaped_token)\r\n\r\n def test_unescape_token(self):\r\n escaped_token = u\"Underline: \\\\u, Backslash: \\\\\\\\, Unicode: \\\\52;\"\r\n\r\n unescaped_token = tokenizer._unescape_token(escaped_token)\r\n self.assertEqual(\"Underline: _, Backslash: \\\\, Unicode: 4\", unescaped_token)\r\n\r\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
0ace54f568ea92472966bb73d6fa4f6d624bebbf
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2020 Soil, Inc. from soil.openstack.base import DataBase from soil.openstack.base import SourceBase class SnapshotData(DataBase): """A class for openstack snapshot data""" def __init__(self, data): self.data = data['snapshot'] class Snapshot(SourceBase): """A class for openstack snapshot""" def __init__(self, plugin, source_id): super(Snapshot, self).__init__(plugin, source_id) self._snapshot_obj = None @property def snapshot_obj(self): if self._snapshot_obj is not None: return self._snapshot_obj self._snapshot_obj = SnapshotData(self.show()) return self._snapshot_obj def show(self): return self.plugin.cinder.show_snapshot(self.source_id) def delete(self): self.plugin.cinder.delete_snapshot(self.source_id) def is_created(self): snapshot_info = self.show() status = snapshot_info['snapshot']['status'] if status in ('available', ): return True self._check_failed_status(status) return False def is_delete(self): pass
|
Functions: __init__, __init__, snapshot_obj, show, delete Classes: SnapshotData, Snapshot This code demonstrates Pythoncode:Python programming.
|
advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 7
| 2
| 1,164
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2020 Soil, Inc.\n\nfrom soil.openstack.base import DataBase\nfrom soil.openstack.base import SourceBase\n\n\nclass SnapshotData(DataBase):\n \"\"\"A class for openstack snapshot data\"\"\"\n\n def __init__(self, data):\n self.data = data['snapshot']\n \n\nclass Snapshot(SourceBase):\n \"\"\"A class for openstack snapshot\"\"\"\n\n def __init__(self, plugin, source_id):\n super(Snapshot, self).__init__(plugin, source_id)\n self._snapshot_obj = None\n \n @property\n def snapshot_obj(self):\n if self._snapshot_obj is not None:\n return self._snapshot_obj\n \n self._snapshot_obj = SnapshotData(self.show())\n return self._snapshot_obj\n \n def show(self):\n return self.plugin.cinder.show_snapshot(self.source_id)\n \n def delete(self):\n self.plugin.cinder.delete_snapshot(self.source_id)\n\n def is_created(self):\n snapshot_info = self.show()\n status = snapshot_info['snapshot']['status']\n if status in ('available', ):\n return True\n \n self._check_failed_status(status)\n return False\n \n def is_delete(self):\n pass"}, {"role": "assistant", "content": " Functions: __init__, __init__, snapshot_obj, show, delete\n Classes: SnapshotData, Snapshot\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0acf1290742f590cb6015abc57d74458d907cabb
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # Thanks to @skelsec for his awesome tool Pypykatz # Checks his project here: https://github.com/skelsec/pypykatz import codecs import traceback from lazagne.config.module_info import ModuleInfo from lazagne.config.constant import constant from pypykatz.pypykatz import pypykatz class Pypykatz(ModuleInfo): """ Pypykatz dumps all secrets from the lsass.exe memory It does not work if: - LSASS is running as a protected process - A security product blocks this access """ def __init__(self): ModuleInfo.__init__(self, 'pypykatz', 'windows', system_module=True) def run(self): mimi = None try: mimi = pypykatz.go_live() except Exception: self.debug(traceback.format_exc()) if mimi: results = {} logon_sessions = mimi.to_dict().get('logon_sessions', []) for logon_session in logon_sessions: # Right now kerberos_creds, dpapi_creds results are not used user = logon_sessions[logon_session] # Get cleartext password for i in ['credman_creds', 'ssp_creds', 'livessp_creds', 'tspkg_creds', 'wdigest_creds']: for data in user.get(i, []): if all((data['username'], data['password'])): login = data['username'] if login not in results: results[login] = {} results[login]['Type'] = i results[login]['Domain'] = data.get('domainname', 'N/A') Error: IndentationError / Incomplete Function
|
Fixed Code: # -*- coding: utf-8 -*- # Thanks to @skelsec for his awesome tool Pypykatz # Checks his project here: https://github.com/skelsec/pypykatz import codecs import traceback from lazagne.config.module_info import ModuleInfo from lazagne.config.constant import constant from pypykatz.pypykatz import pypykatz class Pypykatz(ModuleInfo): """ Pypykatz dumps all secrets from the lsass.exe memory It does not work if: - LSASS is running as a protected process - A security product blocks this access """ Explanation: Complete the function 'run' body and add missing return
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,697
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\r\n# Thanks to @skelsec for his awesome tool Pypykatz\r\n# Checks his project here: https://github.com/skelsec/pypykatz\r\n\r\nimport codecs\r\nimport traceback\r\n\r\nfrom lazagne.config.module_info import ModuleInfo\r\nfrom lazagne.config.constant import constant\r\nfrom pypykatz.pypykatz import pypykatz\r\n\r\n\r\nclass Pypykatz(ModuleInfo):\r\n \"\"\"\r\n Pypykatz dumps all secrets from the lsass.exe memory\r\n It does not work if:\r\n - LSASS is running as a protected process\r\n - A security product blocks this access\r\n \"\"\"\r\n\r\n def __init__(self):\r\n ModuleInfo.__init__(self, 'pypykatz', 'windows', system_module=True)\r\n\r\n def run(self):\r\n mimi = None\r\n try:\r\n mimi = pypykatz.go_live()\r\n except Exception:\r\n self.debug(traceback.format_exc())\r\n\r\n if mimi:\r\n results = {}\r\n logon_sessions = mimi.to_dict().get('logon_sessions', [])\r\n for logon_session in logon_sessions:\r\n\r\n # Right now kerberos_creds, dpapi_creds results are not used\r\n user = logon_sessions[logon_session]\r\n\r\n # Get cleartext password\r\n for i in ['credman_creds', 'ssp_creds', 'livessp_creds', 'tspkg_creds', 'wdigest_creds']:\r\n for data in user.get(i, []):\r\n if all((data['username'], data['password'])):\r\n login = data['username']\r\n if login not in results:\r\n results[login] = {}\r\n\r\n results[login]['Type'] = i\r\n results[login]['Domain'] = data.get('domainname', 'N/A')\r\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\r\n\r\n# Thanks to @skelsec for his awesome tool Pypykatz\r\n# Checks his project here: https://github.com/skelsec/pypykatz\r\n\r\nimport codecs\r\nimport traceback\r\n\r\nfrom lazagne.config.module_info import ModuleInfo\r\nfrom lazagne.config.constant import constant\r\nfrom pypykatz.pypykatz import pypykatz\r\n\r\n\r\nclass Pypykatz(ModuleInfo):\r\n \"\"\"\r\n Pypykatz dumps all secrets from the lsass.exe memory\r\n It does not work if:\r\n - LSASS is running as a protected process\r\n - A security product blocks this access\r\n \"\"\"\r\n\n Explanation: Complete the function 'run' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
0acf3366802d8714bb15485c54ab7f3de9aac778
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # This file is part of beets. # Copyright 2016, Adrian Sampson. # # Permission is hereby granted, free of charge, to any person obtaining # a copy of this software and associated documentation files (the # "Software"), to deal in the Software without restriction, including # without limitation the rights to use, copy, modify, merge, publish, # distribute, sublicense, and/or sell copies of the Software, and to # permit persons to whom the Software is furnished to do so, subject to # the following conditions: # # The above copyright notice and this permission notice shall be # included in all copies or substantial portions of the Software. class DGAlbumInfoTest(_common.TestCase): def _make_release(self, tracks=None): """Returns a Bag that mimics a discogs_client.Release. The list of elements on the returned Bag is incomplete, including just those required for the tests on this class.""" data = { 'id': 'ALBUM ID', 'uri': 'ALBUM URI', 'title': 'ALBUM TITLE', 'year': '3001', 'artists': [{ 'name': 'ARTIST NAME', 'id': 'ARTIST ID', 'join': ',' }], 'formats': [{ 'descriptions': ['FORMAT DESC 1', 'FORMAT DESC 2'], 'name': 'FORMAT', 'qty': 1 }], 'styles': [ 'STYLE1', 'STYLE2' ], 'labels': [{ 'name': 'LABEL NAME',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 18 • Unclosed '{' at line 21 - expected '}' • Unclosed '[' at line 39 - expected ']' Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 1,543
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# This file is part of beets.\n# Copyright 2016, Adrian Sampson.\n#\n# Permission is hereby granted, free of charge, to any person obtaining\n# a copy of this software and associated documentation files (the\n# \"Software\"), to deal in the Software without restriction, including\n# without limitation the rights to use, copy, modify, merge, publish,\n# distribute, sublicense, and/or sell copies of the Software, and to\n# permit persons to whom the Software is furnished to do so, subject to\n# the following conditions:\n#\n# The above copyright notice and this permission notice shall be\n# included in all copies or substantial portions of the Software.\n\nclass DGAlbumInfoTest(_common.TestCase):\n def _make_release(self, tracks=None):\n \"\"\"Returns a Bag that mimics a discogs_client.Release. The list\n of elements on the returned Bag is incomplete, including just\n those required for the tests on this class.\"\"\"\n data = {\n 'id': 'ALBUM ID',\n 'uri': 'ALBUM URI',\n 'title': 'ALBUM TITLE',\n 'year': '3001',\n 'artists': [{\n 'name': 'ARTIST NAME',\n 'id': 'ARTIST ID',\n 'join': ','\n }],\n 'formats': [{\n 'descriptions': ['FORMAT DESC 1', 'FORMAT DESC 2'],\n 'name': 'FORMAT',\n 'qty': 1\n }],\n 'styles': [\n 'STYLE1', 'STYLE2'\n ],\n 'labels': [{\n 'name': 'LABEL NAME',"}, {"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 18\n \u2022 Unclosed '{' at line 21 - expected '}'\n \u2022 Unclosed '[' at line 39 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0acf54e8a20fd816eda3589c3b616626bb4f33fb
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """Queue represented by a pseudo stack (represented by a list with pop and append)""" class Queue: def __init__(self): self.stack = [] self.length = 0 def __str__(self): printed = "<" + str(self.stack)[1:-1] + ">" return printed """Enqueues {@code item} @param item item to enqueue""" def put(self, item): self.stack.append(item) self.length = self.length + 1 """Dequeues {@code item} @requirement: |self.length| > 0 @return dequeued item that was dequeued""" def get(self): self.rotate(1) dequeued = self.stack[self.length - 1] self.stack = self.stack[:-1] self.rotate(self.length - 1) self.length = self.length - 1 return dequeued """Rotates the queue {@code rotation} times @param rotation number of times to rotate queue""" def rotate(self, rotation): for i in range(rotation): temp = self.stack[0] self.stack = self.stack[1:] self.put(temp) self.length = self.length - 1 """Reports item at the front of self @return item at front of self.stack""" def front(self): front = self.get() self.put(front) self.rotate(self.length - 1) return front """Returns the length of this.stack""" def size(self): return self.length
|
Code Review: ❌ Critical issues: Unterminated string literal at line 13 ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 19 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 31 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 ✨ Improvements: Add closing quote at line 13 Add docstring to class 'Queue' Add docstring to function 'get' Add docstring to function 'front'
|
advanced
|
ui
|
code_review
|
Pythoncode:Python
| 7
| 1
| 1,417
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"Queue represented by a pseudo stack (represented by a list with pop and append)\"\"\"\n\n\nclass Queue:\n def __init__(self):\n self.stack = []\n self.length = 0\n\n def __str__(self):\n printed = \"<\" + str(self.stack)[1:-1] + \">\"\n return printed\n\n \"\"\"Enqueues {@code item}\n @param item\n item to enqueue\"\"\"\n\n def put(self, item):\n self.stack.append(item)\n self.length = self.length + 1\n\n \"\"\"Dequeues {@code item}\n @requirement: |self.length| > 0\n @return dequeued\n item that was dequeued\"\"\"\n\n def get(self):\n self.rotate(1)\n dequeued = self.stack[self.length - 1]\n self.stack = self.stack[:-1]\n self.rotate(self.length - 1)\n self.length = self.length - 1\n return dequeued\n\n \"\"\"Rotates the queue {@code rotation} times\n @param rotation\n number of times to rotate queue\"\"\"\n\n def rotate(self, rotation):\n for i in range(rotation):\n temp = self.stack[0]\n self.stack = self.stack[1:]\n self.put(temp)\n self.length = self.length - 1\n\n \"\"\"Reports item at the front of self\n @return item at front of self.stack\"\"\"\n\n def front(self):\n front = self.get()\n self.put(front)\n self.rotate(self.length - 1)\n return front\n\n \"\"\"Returns the length of this.stack\"\"\"\n\n def size(self):\n return self.length"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 13\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 19\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 31\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n\n\u2728 Improvements:\n Add closing quote at line 13\n Add docstring to class 'Queue'\n Add docstring to function 'get'\n Add docstring to function 'front'"}]
| false
| null | null | null |
0acf5c8efa495629dab15411d7c1138e6f73ca8f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #! /usr/bin/env python # coding: utf-8 import configparser import numpy as np import re,sys,os from graph import MyGraph from collections import OrderedDict def unique_config_sections(config_file): """Convert all config sections to have unique names. Adds unique suffixes to config sections for compability with configparser. """ from collections import defaultdict import io section_counters = defaultdict(int) output_stream = io.StringIO() with open(config_file) as fin: for line in fin: if line.startswith('['): section = line.strip().strip('[]') _section = section + '_' + str(section_counters[section]) section_counters[section] += 1 line = line.replace(section, _section) output_stream.write(line) output_stream.seek(0) Error: SyntaxError / EOF
|
Fixed Code: #! /usr/bin/env python # coding: utf-8 import configparser import numpy as np import re,sys,os from graph import MyGraph from collections import OrderedDict def unique_config_sections(config_file): """Convert all config sections to have unique names. Adds unique suffixes to config sections for compability with configparser. """ from collections import defaultdict import io section_counters = defaultdict(int) output_stream = io.StringIO() with open(config_file) as fin: for line in fin: Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 860
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#! /usr/bin/env python\n# coding: utf-8\n\nimport configparser\nimport numpy as np\nimport re,sys,os\nfrom graph import MyGraph\nfrom collections import OrderedDict\n\ndef unique_config_sections(config_file):\n \"\"\"Convert all config sections to have unique names.\n\n Adds unique suffixes to config sections for compability with configparser.\n \"\"\"\n from collections import defaultdict\n import io\n section_counters = defaultdict(int)\n output_stream = io.StringIO()\n with open(config_file) as fin:\n for line in fin:\n if line.startswith('['):\n section = line.strip().strip('[]')\n _section = section + '_' + str(section_counters[section])\n section_counters[section] += 1\n line = line.replace(section, _section)\n output_stream.write(line)\n output_stream.seek(0)\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#! /usr/bin/env python\n# coding: utf-8\n\nimport configparser\nimport numpy as np\nimport re,sys,os\nfrom graph import MyGraph\nfrom collections import OrderedDict\n\ndef unique_config_sections(config_file):\n \"\"\"Convert all config sections to have unique names.\n\n Adds unique suffixes to config sections for compability with configparser.\n \"\"\"\n from collections import defaultdict\n import io\n section_counters = defaultdict(int)\n output_stream = io.StringIO()\n with open(config_file) as fin:\n for line in fin:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ad02fbe661ef723ec6b1d7108a2d41a85831a5b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.contrib.auth.models import Permission, User from django.db import models class Album(models.Model): user = models.ForeignKey(User, default=1,on_delete=models.CASCADE) artist = models.CharField(max_length=250) album_title = models.CharField(max_length=500) genre = models.CharField(max_length=100) album_logo = models.FileField(default="avatar.jpg") album_visibility = models.CharField(max_length=100, default="private") is_favorite = models.BooleanField(default=False) def __str__(self): return self.album_title + '-' + self.artist + '-' + self.genre class Song(models.Model): user = models.ForeignKey(User, default=1,on_delete=models.CASCADE) album = models.ForeignKey(Album, on_delete=models.CASCADE, null=True) song_title = models.CharField(max_length=250) audio_file = models.FileField(default='') song_visibility = models.CharField(max_length=100, default="private") is_favorite = models.BooleanField(default=False) def __str__(self): return self.song_title
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 2
| 2
| 1,058
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.contrib.auth.models import Permission, User\nfrom django.db import models\n\nclass Album(models.Model):\n\n user = models.ForeignKey(User, default=1,on_delete=models.CASCADE)\n artist = models.CharField(max_length=250)\n album_title = models.CharField(max_length=500)\n genre = models.CharField(max_length=100)\n album_logo = models.FileField(default=\"avatar.jpg\")\n album_visibility = models.CharField(max_length=100, default=\"private\")\n is_favorite = models.BooleanField(default=False)\n\n def __str__(self):\n return self.album_title + '-' + self.artist + '-' + self.genre\n\n\nclass Song(models.Model):\n\n user = models.ForeignKey(User, default=1,on_delete=models.CASCADE)\n album = models.ForeignKey(Album, on_delete=models.CASCADE, null=True)\n song_title = models.CharField(max_length=250)\n audio_file = models.FileField(default='')\n song_visibility = models.CharField(max_length=100, default=\"private\")\n is_favorite = models.BooleanField(default=False)\n\n def __str__(self):\n return self.song_title"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ad05115e0ac22a4083ac999a331c7da804f1e24
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import datetime import calendar import requests import pandas as pd import json import os.path import time import MySQLdb as M from gdax_history import timestamp_to_utcstr def connect_to_db(): config = json.load(open('dbconn.json'))["mysql"] db = M.connect(host = config["host"], user = config["user"], passwd = config["password"], db = config["database"]) return db def write_to_db(df, db): print "Write %d entries to database." % df.shape[0] cur = db.cursor() try: for row in df.itertuples(): ts = row.Time / 1000 cur.execute( """INSERT INTO finex_history (timestamp, open, close, high, low, volume, utc_datetime) VALUES (%s, %s, %s, %s, %s, %s, %s)""", [ts, row.Open, row.Close, row.High, row.Low, row.Volume, timestamp_to_utcstr(ts)]) db.commit() print "Write successfully!\n" except (M.Error, M.Warning) as e: print e db.rollback() def collect_data(start, end): starttime = datetime.datetime.strptime(start, '%m/%d/%Y') endtime = datetime.datetime.strptime(end, '%m/%d/%Y') start_unixtime = calendar.timegm(starttime.utctimetuple()) end_unixtime = calendar.timegm(endtime.utctimetuple()) track_time = time.time() #because bitstamp only allows 10 requests per minute. Take rest if we are faster than that count = 0 df = pd.DataFrame(data = [], columns = ['Time', 'Open', 'Close', 'High', 'Low', 'Volume']) while (start_unixtime < end_unixtime): cur_end_unixtime = start_unixtime + 60 * 999 #60*60*24*30 #30 days at a time if (cur_end_unixtime > end_unixtime): cur_end_unixtime = end_unixtime #if the time is in future. url = 'https://api.bitfinex.com/v2/candles/trade:1m:tBTCUSD/hist?start={}&end={}&limit=1000'.format(str(start_unixtime) + "000", str(cur_end_unixtime) + "000") #1 hour can be changed to any timeframe response = requests.get(url) data = response.json() df_tmp = pd.DataFrame(data) df_tmp.columns = ['Time', 'Open', 'Close', 'High', 'Low', 'Volume'] #df.set_index('Time') df = pd.concat([df, df_tmp]) start_unixtime = cur_end_unixtime + 60 #to prevent duplicates count = count + 1 if (count == 10): #if 10 requests are made count = 0 #reset it diff = time.time() - track_time if (diff <= 60): print('Sleeping for {} seconds'.format(str(60 - diff))) time.sleep(60 - diff) #sleep track_time = time.time() #bitstamp limits to 10 requests per minute df = df.sort_values(by = ['Time']) return df def main(): db = connect_to_db() df = collect_data(start = '09/24/2018', end = '09/26/2018') write_to_db(df, db) db.close() if __name__ == "_ ... [code truncated] ...
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Functions: connect_to_db, write_to_db, collect_data, main This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 4
| 0
| 3,033
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport datetime\nimport calendar\nimport requests\nimport pandas as pd\nimport json\nimport os.path\nimport time\nimport MySQLdb as M\n\nfrom gdax_history import timestamp_to_utcstr\n\ndef connect_to_db():\n config = json.load(open('dbconn.json'))[\"mysql\"]\n db = M.connect(host = config[\"host\"],\n user = config[\"user\"],\n passwd = config[\"password\"],\n db = config[\"database\"])\n return db\n\ndef write_to_db(df, db):\n print \"Write %d entries to database.\" % df.shape[0]\n cur = db.cursor()\n\n try:\n for row in df.itertuples():\n ts = row.Time / 1000\n cur.execute(\n \"\"\"INSERT INTO finex_history (timestamp, open, close, high, low, volume, utc_datetime)\n VALUES (%s, %s, %s, %s, %s, %s, %s)\"\"\",\n [ts, row.Open, row.Close, row.High, row.Low, row.Volume, timestamp_to_utcstr(ts)])\n db.commit()\n print \"Write successfully!\\n\"\n except (M.Error, M.Warning) as e:\n print e\n db.rollback()\n\n\ndef collect_data(start, end):\n\n starttime = datetime.datetime.strptime(start, '%m/%d/%Y')\n endtime = datetime.datetime.strptime(end, '%m/%d/%Y')\n \n start_unixtime = calendar.timegm(starttime.utctimetuple())\n end_unixtime = calendar.timegm(endtime.utctimetuple())\n\n track_time = time.time() #because bitstamp only allows 10 requests per minute. Take rest if we are faster than that\n count = 0\n\n df = pd.DataFrame(data = [], columns = ['Time', 'Open', 'Close', 'High', 'Low', 'Volume'])\n\n while (start_unixtime < end_unixtime):\n cur_end_unixtime = start_unixtime + 60 * 999 #60*60*24*30 #30 days at a time\n \n if (cur_end_unixtime > end_unixtime):\n cur_end_unixtime = end_unixtime #if the time is in future.\n\n url = 'https://api.bitfinex.com/v2/candles/trade:1m:tBTCUSD/hist?start={}&end={}&limit=1000'.format(str(start_unixtime) + \"000\", str(cur_end_unixtime) + \"000\") #1 hour can be changed to any timeframe\n response = requests.get(url)\n data = response.json()\n\n df_tmp = pd.DataFrame(data)\n \n df_tmp.columns = ['Time', 'Open', 'Close', 'High', 'Low', 'Volume']\n #df.set_index('Time')\n\n df = pd.concat([df, df_tmp])\n \n start_unixtime = cur_end_unixtime + 60 #to prevent duplicates\n count = count + 1\n \n if (count == 10): #if 10 requests are made\n count = 0 #reset it\n \n diff = time.time() - track_time\n \n if (diff <= 60):\n print('Sleeping for {} seconds'.format(str(60 - diff)))\n time.sleep(60 - diff) #sleep\n \n \n track_time = time.time()\n #bitstamp limits to 10 requests per minute\n\n df = df.sort_values(by = ['Time'])\n\n return df\n\n\n\ndef main():\n db = connect_to_db()\n df = collect_data(start = '09/24/2018', end = '09/26/2018')\n write_to_db(df, db)\n\n db.close()\n\n \nif __name__ == \"_\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Functions: connect_to_db, write_to_db, collect_data, main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ad16ca68b13c3255bfd62c00d84e6b8aa940002
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: """Configures a Kafka Connector for Postgres Station data""" import json import logging import requests from settings import Settings logger = logging.getLogger(__name__) KAFKA_CONNECT_URL = f"{Settings.URLs.KAFKA_CONNECT_URL}/connectors" CONNECTOR_NAME = "stations" def configure_connector(): """Starts and configures the Kafka Connect connector""" logging.debug("Creating or updating kafka connect connector...") resp = requests.get(f"{KAFKA_CONNECT_URL}/{CONNECTOR_NAME}") if resp.status_code == 200: logging.debug("Connector already created skipping recreation") return config = { "connector.class": "io.confluent.connect.jdbc.JdbcSourceConnector", "key.converter": "org.apache.kafka.connect.json.JsonConverter", "key.converter.schemas.enable": "false", "value.converter": "org.apache.kafka.connect.json.JsonConverter", "value.converter.schemas.enable": "false", "topic.prefix": "com.connect.transportation.", "connection.url": "jdbc:postgresql://postgres:5432/cta", "connection.user": "cta_admin", "connection.password": "chicago", "batch.max.rows": "500", "table.whitelist": "stations", "poll.interval.ms": "5000", # Poll every 5 seconds "mode": "incrementing", "incrementing.column.name": "stop_id", } # TODO: Complete the Kafka Connect Config below. # Directions: Use the JDBC Source Connector to connect to Postgres. Load the `stations` table # using incrementing mode, with `stop_id` as the incrementing column name. # Make sure to think about what an appropriate topic prefix would be, and how frequently Kafka # Connect should run this connector (hint: not very often!) data = json.dumps({"name": CONNECTOR_NAME, "config": config}) resp = requests.post( KAFKA_CONNECT_URL, headers={"Content-Type": "application/json"}, data=data, ) # Ensure a healthy response was given resp.raise_for_status() logging.info("-------Connector created successfully-------") if __name__ == "__main__": configure_connector()
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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api
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refactoring
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Pythoncode:Python
| 1
| 0
| 2,154
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"Configures a Kafka Connector for Postgres Station data\"\"\"\nimport json\nimport logging\n\nimport requests\nfrom settings import Settings\n\nlogger = logging.getLogger(__name__)\n\n\nKAFKA_CONNECT_URL = f\"{Settings.URLs.KAFKA_CONNECT_URL}/connectors\"\nCONNECTOR_NAME = \"stations\"\n\n\ndef configure_connector():\n \"\"\"Starts and configures the Kafka Connect connector\"\"\"\n logging.debug(\"Creating or updating kafka connect connector...\")\n\n resp = requests.get(f\"{KAFKA_CONNECT_URL}/{CONNECTOR_NAME}\")\n if resp.status_code == 200:\n logging.debug(\"Connector already created skipping recreation\")\n return\n\n config = {\n \"connector.class\": \"io.confluent.connect.jdbc.JdbcSourceConnector\",\n \"key.converter\": \"org.apache.kafka.connect.json.JsonConverter\",\n \"key.converter.schemas.enable\": \"false\",\n \"value.converter\": \"org.apache.kafka.connect.json.JsonConverter\",\n \"value.converter.schemas.enable\": \"false\",\n \"topic.prefix\": \"com.connect.transportation.\",\n \"connection.url\": \"jdbc:postgresql://postgres:5432/cta\",\n \"connection.user\": \"cta_admin\",\n \"connection.password\": \"chicago\",\n \"batch.max.rows\": \"500\",\n \"table.whitelist\": \"stations\",\n \"poll.interval.ms\": \"5000\", # Poll every 5 seconds\n \"mode\": \"incrementing\",\n \"incrementing.column.name\": \"stop_id\",\n }\n # TODO: Complete the Kafka Connect Config below.\n # Directions: Use the JDBC Source Connector to connect to Postgres. Load the `stations` table\n # using incrementing mode, with `stop_id` as the incrementing column name.\n # Make sure to think about what an appropriate topic prefix would be, and how frequently Kafka\n # Connect should run this connector (hint: not very often!)\n\n data = json.dumps({\"name\": CONNECTOR_NAME, \"config\": config})\n\n resp = requests.post(\n KAFKA_CONNECT_URL,\n headers={\"Content-Type\": \"application/json\"},\n data=data,\n )\n\n # Ensure a healthy response was given\n resp.raise_for_status()\n logging.info(\"-------Connector created successfully-------\")\n\n\nif __name__ == \"__main__\":\n configure_connector()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ad19b186920402498e9734534abe48d50e505b7
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: import io import logging import json import numpy import torch import numpy as np from tqdm import tqdm from clie.inputters import constant from clie.objects import Sentence from torch.utils.data import Dataset from torch.utils.data.sampler import Sampler def load_word_embeddings(file): embeddings_index = {} fin = io.open(file, 'r', encoding='utf-8', newline='\n', errors='ignore') n, d = map(int, fin.readl
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 16 - expected ')' • SyntaxError: '(' was never closed at line 16 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
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intermediate
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oop
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 422
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport io\nimport logging\nimport json\nimport numpy\nimport torch\nimport numpy as np\nfrom tqdm import tqdm\nfrom clie.inputters import constant\nfrom clie.objects import Sentence\nfrom torch.utils.data import Dataset\nfrom torch.utils.data.sampler import Sampler\n\ndef load_word_embeddings(file):\n embeddings_index = {}\n fin = io.open(file, 'r', encoding='utf-8', newline='\\n', errors='ignore')\n n, d = map(int, fin.readl"}, {"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 16 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 16\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
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syntax
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MID_STRING
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CRITICAL
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0ad20a796d3e2e784e9676daf81a22cf86a1d3cb
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from distutils.extension import Extension cmdclass = {} try: # with Cython from Cython.Build import build_ext cmdclass["build_ext"] = build_ext module_src = "cgranges/python/cgranges.pyx" except ImportError: # without Cython module_src = "cgranges/python/cgranges.c" def build(setup_kwargs): """ This function is mandatory in order to build the extensions. """ setup_kwargs.update( { "ext_modules": [ Extension( "cgranges", sources=[module_src, "cgranges/cgranges.c"], depends=[ "cgranges/cgranges.h", "cgranges/khash.h", "cgranges/python/cgranges.pyx" ], include_dirs=["cgranges"] ) ], "cmdclass": cmdclass } )
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 16 ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 12 💡 Suggestions: Add closing quote at line 16
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intermediate
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ui
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debugging
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Pythoncode:Python
| 1
| 0
| 914
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom distutils.extension import Extension\n\n\ncmdclass = {}\n\ntry:\n # with Cython\n from Cython.Build import build_ext\n cmdclass[\"build_ext\"] = build_ext\n module_src = \"cgranges/python/cgranges.pyx\"\nexcept ImportError: # without Cython\n module_src = \"cgranges/python/cgranges.c\"\n\n\ndef build(setup_kwargs):\n \"\"\"\n This function is mandatory in order to build the extensions.\n \"\"\"\n setup_kwargs.update(\n {\n \"ext_modules\": [\n Extension(\n \"cgranges\",\n sources=[module_src, \"cgranges/cgranges.c\"],\n depends=[\n \"cgranges/cgranges.h\",\n \"cgranges/khash.h\",\n \"cgranges/python/cgranges.pyx\"\n ],\n include_dirs=[\"cgranges\"]\n )\n ],\n \"cmdclass\": cmdclass\n }\n )"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 16\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 16"}]
| false
| null | null | null |
0ad2503d07ac5b15fee30f7480f83b4ea51f1515
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # pylint: disable=line-too-long,too-many-lines,missing-docstring class Kinetics400(dataset.Dataset): """Load the Kinetics400 action recognition dataset. Refer to :doc:`../build/examples_datasets/kinetics400` for the description of this dataset and how to prepare it. Parameters ---------- root : str, default '~/.mxnet/datasets/kinetics400' Path to the folder stored the dataset. setting : str, required Config file of the prepared dataset. train : bool, default True Whether to load the training or validation set. test_mode : bool, default False Whether to perform evaluation on the test set name_pattern : str, default None The naming pattern of the decoded video frames. For example, img_00012.jpg is_color : bool, default True Whether the loaded image is color or grayscale modality : str, default 'rgb' Input modalities, we support only rgb video frames for now. Will add support for rgb difference image and optical flow image later. num_segments : int, default 1 Number of segments to evenly divide the video into clips. A useful technique to obtain global video-level information. Limin Wang, etal, Temporal Segment Networks: Towards Good Practices for Deep Action Recognition, ECCV 2016 new_length : int, default 1 The length of input video clip. Default is a single image, but it can be multiple video frames. For example, new_length=16 means we will extract a video clip of consecutive 16 frames. new_width : int, default 340 Scale the width of loaded image to 'new_width' for later multiscale cropping and resizing. new_height : int, default 256 Scale the height of loaded image to 'new_height' for later multiscale cropping and resizing. target_width : int, default 224 Scale the width of transformed image to the same 'target_width' for batch forwarding. target_height : Error: SyntaxError: unterminated string literal
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Fixed Code: # pylint: disable=line-too-long,too-many-lines,missing-docstring class Kinetics400(dataset.Dataset): """Load the Kinetics400 action recognition dataset. Refer to :doc:`../build/examples_datasets/kinetics400` for the description of this dataset and how to prepare it. Parameters ---------- root : str, default '~/.mxnet/datasets/kinetics400' Path to the folder stored the dataset. setting : str, required Config file of the prepared dataset. train : bool, default True Whether to load the training or validation set. test_mode : bool, default False Whether to perform evaluation on the test set name_pattern : str, default None The naming pattern of the decoded video frames. For example, img_00012.jpg Explanation: Close the string literal with matching quote
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advanced
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testing
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error_fixing
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Pythoncode:Python
| 0
| 1
| 1,996
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# pylint: disable=line-too-long,too-many-lines,missing-docstring\nclass Kinetics400(dataset.Dataset):\n \"\"\"Load the Kinetics400 action recognition dataset.\n\n Refer to :doc:`../build/examples_datasets/kinetics400` for the description of\n this dataset and how to prepare it.\n\n Parameters\n ----------\n root : str, default '~/.mxnet/datasets/kinetics400'\n Path to the folder stored the dataset.\n setting : str, required\n Config file of the prepared dataset.\n train : bool, default True\n Whether to load the training or validation set.\n test_mode : bool, default False\n Whether to perform evaluation on the test set\n name_pattern : str, default None\n The naming pattern of the decoded video frames.\n For example, img_00012.jpg\n is_color : bool, default True\n Whether the loaded image is color or grayscale\n modality : str, default 'rgb'\n Input modalities, we support only rgb video frames for now.\n Will add support for rgb difference image and optical flow image later.\n num_segments : int, default 1\n Number of segments to evenly divide the video into clips.\n A useful technique to obtain global video-level information.\n Limin Wang, etal, Temporal Segment Networks: Towards Good Practices for Deep Action Recognition, ECCV 2016\n new_length : int, default 1\n The length of input video clip. Default is a single image, but it can be multiple video frames.\n For example, new_length=16 means we will extract a video clip of consecutive 16 frames.\n new_width : int, default 340\n Scale the width of loaded image to 'new_width' for later multiscale cropping and resizing.\n new_height : int, default 256\n Scale the height of loaded image to 'new_height' for later multiscale cropping and resizing.\n target_width : int, default 224\n Scale the width of transformed image to the same 'target_width' for batch forwarding.\n target_height : \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# pylint: disable=line-too-long,too-many-lines,missing-docstring\nclass Kinetics400(dataset.Dataset):\n \"\"\"Load the Kinetics400 action recognition dataset.\n\n Refer to :doc:`../build/examples_datasets/kinetics400` for the description of\n this dataset and how to prepare it.\n\n Parameters\n ----------\n root : str, default '~/.mxnet/datasets/kinetics400'\n Path to the folder stored the dataset.\n setting : str, required\n Config file of the prepared dataset.\n train : bool, default True\n Whether to load the training or validation set.\n test_mode : bool, default False\n Whether to perform evaluation on the test set\n name_pattern : str, default None\n The naming pattern of the decoded video frames.\n For example, img_00012.jpg\n\n Explanation: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
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0ad2916f049d06f5df6ddbf5e08b57510f7c1b78
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Copyright 2016-present CERN – European Organization for Nuclear Research # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from datetime import datetime from qf_lib.common.tickers.tickers import Ticker from qf_lib.containers.dataframe.prices_dataframe import PricesDataFrame class FutureContract(object): """ Class representing a single future contract. The FutureContract is a simple class representing one futures contract. The FutureContract objects are used by the FuturesChain, in order to provide the contracts chaining possibilities. It requires 3 parameters: ticker, which is the symbol of the specific future contract (e.g. BloombergFutureTicker(“CTZ9 Comdty”)), expiration date of the contract and a PricesDataFrame, containing dates with price field values. Parameters ---------- ticker: Ticker symbol of the future contract exp_date: datetime expiration date data: PricesDataFrame data frame containing dates with price fields values """ def __init__(self, ticker: Ticker, exp_date: datetime, data: PricesDataFrame): self.ticker = ticker self.exp_date = exp_date self.data = data def __str__(self): return 'Contract: ticker: {}, expiration date: {}'.format( self.ticker, self.exp_date) def __eq__(self, other): if self is other: return True if not isinstance(other, FutureContract): return False return (self.ticker, self.exp_date, self.data) == (other.ticker, other.exp_date, other.data) def __hash__(self): return hash((self.ticker, self.exp_date, self.data))
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Code Review: ❌ Critical issues: Unterminated string literal at line 21 ⚠️ Code quality: Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 44 ✨ Improvements: Add closing quote at line 21
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advanced
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api
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code_review
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Pythoncode:Python
| 4
| 1
| 2,206
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2016-present CERN \u2013 European Organization for Nuclear Research\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.\nfrom datetime import datetime\n\nfrom qf_lib.common.tickers.tickers import Ticker\nfrom qf_lib.containers.dataframe.prices_dataframe import PricesDataFrame\n\n\nclass FutureContract(object):\n \"\"\" Class representing a single future contract.\n\n The FutureContract is a simple class representing one futures contract. The FutureContract objects are used by the\n FuturesChain, in order to provide the contracts chaining possibilities. It requires 3 parameters: ticker, which is\n the symbol of the specific future contract (e.g. BloombergFutureTicker(\u201cCTZ9 Comdty\u201d)), expiration date of the\n contract and a PricesDataFrame, containing dates with price field values.\n\n Parameters\n ----------\n ticker: Ticker\n symbol of the future contract\n exp_date: datetime\n expiration date\n data: PricesDataFrame\n data frame containing dates with price fields values\n \"\"\"\n def __init__(self, ticker: Ticker, exp_date: datetime, data: PricesDataFrame):\n self.ticker = ticker\n self.exp_date = exp_date\n self.data = data\n\n def __str__(self):\n return 'Contract: ticker: {}, expiration date: {}'.format(\n self.ticker, self.exp_date)\n\n def __eq__(self, other):\n if self is other:\n return True\n\n if not isinstance(other, FutureContract):\n return False\n\n return (self.ticker, self.exp_date, self.data) == (other.ticker, other.exp_date, other.data)\n\n def __hash__(self):\n return hash((self.ticker, self.exp_date, self.data))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 21\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 44\n\n\u2728 Improvements:\n Add closing quote at line 21"}]
| false
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0ad33111935325f80d27dfada02fe97074254f24
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- encoding: utf-8 -*- # Copyright 2013 Red Hat, Inc. # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or # implied. # See the License for the specific language governing permissions and # limitations under the License. def hide_fields_in_newer_versions(obj): """This method hides fields that were added in newer API versions. Certain node fields were introduced at certain API versions. These fields are only made available when the request's API version matches or exceeds the versions when these fields were introduced. """ pass class ActionPlanPatchType(types.JsonPatchType): @staticmethod def _validate_state(patch): serialized_patch = {'path': patch.path, 'op': patch.op} if patch.value is not wtypes.Unset: serialized_patch['value'] = patch.value # todo: use state machines to handle state transitions state_value = patch.value if state_value and not hasattr(ap_objects.State, state_value): msg = _("Invalid state: %(states") raise exception.PatchError( patch=serialized_patch, reason=msg % dict(state=state_value)) @staticmethod def validate(patch): if patch.path == "/state": ActionPlanPatchType._validate_state(patch) return types.JsonPatchType.validate(patch) @staticmethod def internal_attrs(): return types.JsonPatchType.internal_attrs() @staticmethod def mandatory_attrs(): return ["audit_id", "state"] class ActionPlan(base.APIBase): """API representation of a action plan. This class enforces type checking and value constraints, and converts between the internal object model and the API representation of an action plan. """ _audit_uuid = None _strategy_uuid = None _strategy_name = None _efficacy_indicators = None def _get_audit_uuid(self): return self._audit_uuid def _set_audit_uuid(self, value): if value == wtypes.Unset: self._audit_uuid = wtypes.Unset elif value and self._audit_uuid != value: try: audit = objects.Audit.get(pecan.request.context, value) self._audit_uuid = audit.uuid self.audit_id = audit.id except exception.AuditNotFound: self._audit_uuid = None ... [24 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 19 • Unclosed '(' at line 38 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 19 • Add closing ')' bracket
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advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 7
| 2
| 2,821
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- encoding: utf-8 -*-\n# Copyright 2013 Red Hat, Inc.\n# 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\n# implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef hide_fields_in_newer_versions(obj):\n \"\"\"This method hides fields that were added in newer API versions.\n\n Certain node fields were introduced at certain API versions.\n These fields are only made available when the request's API version\n matches or exceeds the versions when these fields were introduced.\n \"\"\"\n pass\n\n\nclass ActionPlanPatchType(types.JsonPatchType):\n\n @staticmethod\n def _validate_state(patch):\n serialized_patch = {'path': patch.path, 'op': patch.op}\n if patch.value is not wtypes.Unset:\n serialized_patch['value'] = patch.value\n # todo: use state machines to handle state transitions\n state_value = patch.value\n if state_value and not hasattr(ap_objects.State, state_value):\n msg = _(\"Invalid state: %(states\")\n raise exception.PatchError(\n patch=serialized_patch, reason=msg % dict(state=state_value))\n\n @staticmethod\n def validate(patch):\n if patch.path == \"/state\":\n ActionPlanPatchType._validate_state(patch)\n return types.JsonPatchType.validate(patch)\n\n @staticmethod\n def internal_attrs():\n return types.JsonPatchType.internal_attrs()\n\n @staticmethod\n def mandatory_attrs():\n return [\"audit_id\", \"state\"]\n\n\nclass ActionPlan(base.APIBase):\n \"\"\"API representation of a action plan.\n\n This class enforces type checking and value constraints, and converts\n between the internal object model and the API representation of an\n action plan.\n \"\"\"\n\n _audit_uuid = None\n _strategy_uuid = None\n _strategy_name = None\n _efficacy_indicators = None\n\n def _get_audit_uuid(self):\n return self._audit_uuid\n\n def _set_audit_uuid(self, value):\n if value == wtypes.Unset:\n self._audit_uuid = wtypes.Unset\n elif value and self._audit_uuid != value:\n try:\n audit = objects.Audit.get(pecan.request.context, value)\n self._audit_uuid = audit.uuid\n self.audit_id = audit.id\n except exception.AuditNotFound:\n self._audit_uuid = None\n\n\n ... [24 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 Unclosed '(' at line 38 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 19\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ad331ec8ece0975704ec9214918b2580008a6a0
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from flask import * albums = Blueprint('albums', __name__, template_folder='templates') @albums.route('/albums/edit') def albums_edit_route(): options = { "edit": True } return render_template("albums.html", **options) @albums.route('/albums') def albums_route(): options = { "edit": False } ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation: return render_template("albums.html", **options)
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intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 304
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom flask import *\n\nalbums = Blueprint('albums', __name__, template_folder='templates')\n\n@albums.route('/albums/edit')\ndef albums_edit_route():\n\toptions = {\n\t\t\"edit\": True\n\t}\n\treturn render_template(\"albums.html\", **options)\n\n\n@albums.route('/albums')\ndef albums_route():\n\toptions = {\n\t\t\"edit\": False\n\t}\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:\n\treturn render_template(\"albums.html\", **options)"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
0ad4a301cbaa49708e90318cda5d0db992bcc1f1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.contrib import messages from django.contrib.auth.mixins import LoginRequiredMixin from django.shortcuts import redirect, render from django.urls import reverse from django.views.generic import DetailView, ListView from django.views.generic.edit import CreateView, UpdateView from dfirtrack_main.forms import DivisionForm from dfirtrack_main.logger.default_logger import debug_logger from dfirtrack_main.models import Division class DivisionList(LoginRequiredMixin, ListView): login_url = '/login' model = Division template_name = 'dfirtrack_main/division/division_list.html' context_object_name = 'division_list' def get_queryset(self): debug_logger(str(self.request.user), " DIVISION_LIST_ENTERED") return Division.objects.order_by('division_name') class DivisionDetail(LoginRequiredMixin, DetailView): login_url = '/login' model = Division template_name = 'dfirtrack_main/division/division_detail.html'
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 5
| 4
| 968
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.contrib import messages\nfrom django.contrib.auth.mixins import LoginRequiredMixin\nfrom django.shortcuts import redirect, render\nfrom django.urls import reverse\nfrom django.views.generic import DetailView, ListView\nfrom django.views.generic.edit import CreateView, UpdateView\nfrom dfirtrack_main.forms import DivisionForm\nfrom dfirtrack_main.logger.default_logger import debug_logger\nfrom dfirtrack_main.models import Division\n\nclass DivisionList(LoginRequiredMixin, ListView):\n login_url = '/login'\n model = Division\n template_name = 'dfirtrack_main/division/division_list.html'\n context_object_name = 'division_list'\n\n def get_queryset(self):\n debug_logger(str(self.request.user), \" DIVISION_LIST_ENTERED\")\n return Division.objects.order_by('division_name')\n\nclass DivisionDetail(LoginRequiredMixin, DetailView):\n login_url = '/login'\n model = Division\n template_name = 'dfirtrack_main/division/division_detail.html'"}, {"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
|
0ad4ca562029351bba499bd795e4d3faca8ffc96
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # coding: UTF-8 import time import torch import numpy as np from train_eval import train, init_network from importlib import import_module import argparse parser = argparse.ArgumentParser(description='Chinese Text Classification') parser.add_argument('--model', type=str, required=True, help='choose a model: TextCNN') parser.add_argument('--embedding', default='pre_trained', type=str, help='random or pre_trained') parser.add_argument('--word', default=False, type=bool, help='True for word, False for char') args = parser.parse_args() if __name__ == '__main__': dataset = 'THUCNews' # 数据集 # 搜狗新闻:embedding_SougouNews.npz, 腾讯:embedding_Tencent.npz, 随机初始化:random # embedding = 'random' model_name = args.model # TextCNN from utils import build_dataset, build_iterator, get_time_dif x = import_module('models.' + model_name) from config import Config config = Config(dataset) np.random.seed(1)
|
torch.manual_seed(1) torch.cuda.manual_seed_all(1) torch.backends.cudnn.deterministic = True # 保证每次结果一样 start_time = time.time() print("Loading data...") vocab, train_data, dev_data, test_data = build_dataset(config, args.word) train_iter = build_iterator(train_data, config) dev_iter = build_iterator(dev_data, config) test_iter = build_iterator(test_data, config) time_dif = get_time_dif(start_time) print("Time usage:", time_dif) # train config.n_vocab = len(vocab) model = x.Model().to(config.device) init_network(model) print(model.parameters) train(config, model, train_iter, dev_iter, test_iter)
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 1,613
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: UTF-8\nimport time\nimport torch\nimport numpy as np\nfrom train_eval import train, init_network\nfrom importlib import import_module\nimport argparse\n\nparser = argparse.ArgumentParser(description='Chinese Text Classification')\nparser.add_argument('--model', type=str, required=True, help='choose a model: TextCNN')\nparser.add_argument('--embedding', default='pre_trained', type=str, help='random or pre_trained')\nparser.add_argument('--word', default=False, type=bool, help='True for word, False for char')\nargs = parser.parse_args()\n\n\nif __name__ == '__main__':\n dataset = 'THUCNews' # \u6570\u636e\u96c6\n\n # \u641c\u72d7\u65b0\u95fb:embedding_SougouNews.npz, \u817e\u8baf:embedding_Tencent.npz, \u968f\u673a\u521d\u59cb\u5316:random\n\n # embedding = 'random'\n model_name = args.model # TextCNN\n\n from utils import build_dataset, build_iterator, get_time_dif\n\n x = import_module('models.' + model_name)\n from config import Config\n config = Config(dataset)\n np.random.seed(1)"}, {"role": "assistant", "content": "\n torch.manual_seed(1)\n torch.cuda.manual_seed_all(1)\n torch.backends.cudnn.deterministic = True # \u4fdd\u8bc1\u6bcf\u6b21\u7ed3\u679c\u4e00\u6837\n\n start_time = time.time()\n print(\"Loading data...\")\n vocab, train_data, dev_data, test_data = build_dataset(config, args.word)\n train_iter = build_iterator(train_data, config)\n dev_iter = build_iterator(dev_data, config)\n test_iter = build_iterator(test_data, config)\n time_dif = get_time_dif(start_time)\n print(\"Time usage:\", time_dif)\n\n # train\n config.n_vocab = len(vocab)\n model = x.Model().to(config.device)\n init_network(model)\n print(model.parameters)\n train(config, model, train_iter, dev_iter, test_iter)"}]
| false
| null | null | null |
0ad57f93e09c3cfa475ee8a3a4f941a9c684524d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pytest from django.conf import settings from django.core import mail as djmail from django.core.files.uploadedfile import SimpleUploadedFile from django.urls import reverse from django_scopes import scope from rest_framework.authtoken.models import Token from pretalx.submission.models import SubmissionStates def test_can_see_submission_list(speaker_client, submission): response = speaker_client.get(submission.event.urls.user_submissions, follow=True) assert response.status_code == 200 assert submission.title in response.content.decode() @pytest.mark.django_db def test_can_see_submission(speaker_client, submission): response = speaker_client.get(submission.urls.user_base, follow=True) assert response.status_code == 200 assert submission.title in response.content.decode() @pytest.mark.django_db def test_cannot_see_other_submission(speaker_client, other_submission): response = speaker_client.get(other_submission.urls.user_base, follow=True) assert response.status_code == 404 @pytest.mark.django_db def test_can_confirm_submission(speaker_client, accepted_submission): response = speaker_client.get(accepted_submission.urls.confirm, follow=True) accepted_submission.refresh_from_db() assert response.status_code == 200 assert accepted_submission.state == SubmissionStates.ACCEPTED response = speaker_client.post(accepted_submission.urls.confirm, follow=True) accepted_submission.refresh_from_db() assert response.status_code == 200
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 6
| 0
| 1,518
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\nfrom django.conf import settings\nfrom django.core import mail as djmail\nfrom django.core.files.uploadedfile import SimpleUploadedFile\nfrom django.urls import reverse\nfrom django_scopes import scope\nfrom rest_framework.authtoken.models import Token\n\nfrom pretalx.submission.models import SubmissionStates\n\n\ndef test_can_see_submission_list(speaker_client, submission):\n response = speaker_client.get(submission.event.urls.user_submissions, follow=True)\n assert response.status_code == 200\n assert submission.title in response.content.decode()\n\n\n@pytest.mark.django_db\ndef test_can_see_submission(speaker_client, submission):\n response = speaker_client.get(submission.urls.user_base, follow=True)\n assert response.status_code == 200\n assert submission.title in response.content.decode()\n\n\n@pytest.mark.django_db\ndef test_cannot_see_other_submission(speaker_client, other_submission):\n response = speaker_client.get(other_submission.urls.user_base, follow=True)\n assert response.status_code == 404\n\n\n@pytest.mark.django_db\ndef test_can_confirm_submission(speaker_client, accepted_submission):\n response = speaker_client.get(accepted_submission.urls.confirm, follow=True)\n accepted_submission.refresh_from_db()\n assert response.status_code == 200\n assert accepted_submission.state == SubmissionStates.ACCEPTED\n response = speaker_client.post(accepted_submission.urls.confirm, follow=True)\n accepted_submission.refresh_from_db()\n assert response.status_code == 200"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ad5ae1fbe9b6f2bb0a59a7bd762d3ef2ea1b7ed
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # MIT License # Copyright (c) 2021 Vasily Denisenko, Sergey Kuznetsov # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # The above copyright notice and this permission notice shall be included in all # copies or substantial portions of the Software. # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. import mb_bsp def incr_err_count(): incr_err_count.count += 1 setattr(incr_err_count, 'count', 0) def wait_mb_master_status(status): mb_bsp.wait_master_status(status) # 'FSM status' or 'PDU status' if mb_bsp.alarm_cb.status_timeout == 1: print('*** Test FAILED: ', status , ' timeout ***') mb_bsp.alarm_cb.status_timeout = 0 incr_err_count() def config_modbus(modbus_role, slave_addr, pdu, config_val): wait_mb_master_status('FSM status') if modbus_role == 'Master': mb_bsp.write_mb_master_cs(CONFIG_REG, config_val) # Set configuration mb_bsp.write_mb_master_cs(SLAVE_ADDR_REG, slave_addr) # Set slave address mb_bsp.write_mb_master_cs(PDU_SIZE_REG, len(pdu)) # Set request PDU size mb_bsp.write_mb_master_pdu(pdu) # Set request PDU else: mb_bsp.write_mb_slave_cs(CONFIG_REG, config_val) # Set configurati ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: mb_bsp.write_mb_slave_cs(SLAVE_ADDR_REG, slave_addr) # Set slave address def generate_0x03_pdu(addr, regnum):
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intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 5
| 0
| 2,037
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# MIT License\r\n\r\n# Copyright (c) 2021 Vasily Denisenko, Sergey Kuznetsov\r\n\r\n# Permission is hereby granted, free of charge, to any person obtaining a copy\r\n# of this software and associated documentation files (the \"Software\"), to deal\r\n# in the Software without restriction, including without limitation the rights\r\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\r\n# copies of the Software, and to permit persons to whom the Software is\r\n# furnished to do so, subject to the following conditions:\r\n\r\n# The above copyright notice and this permission notice shall be included in all\r\n# copies or substantial portions of the Software.\r\n\r\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\r\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\r\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\r\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\r\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\r\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\r\n# SOFTWARE.\r\n\r\n\r\n\r\nimport mb_bsp\r\n\r\n\r\n\r\ndef incr_err_count():\r\n\tincr_err_count.count += 1\r\n\t\r\nsetattr(incr_err_count, 'count', 0)\r\n\r\n\r\n\r\ndef wait_mb_master_status(status):\r\n\tmb_bsp.wait_master_status(status) # 'FSM status' or 'PDU status'\r\n\tif mb_bsp.alarm_cb.status_timeout == 1:\r\n\t\tprint('*** Test FAILED: ', status , ' timeout ***') \r\n\t\tmb_bsp.alarm_cb.status_timeout = 0\r\n\t\tincr_err_count()\r\n\r\n\r\n\t\r\ndef config_modbus(modbus_role, slave_addr, pdu, config_val):\r\n\twait_mb_master_status('FSM status')\r\n\r\n\tif modbus_role == 'Master':\r\n\t\tmb_bsp.write_mb_master_cs(CONFIG_REG, config_val)\t\t# Set configuration\r\n\t\tmb_bsp.write_mb_master_cs(SLAVE_ADDR_REG, slave_addr)\t# Set slave address\r\n\t\tmb_bsp.write_mb_master_cs(PDU_SIZE_REG, len(pdu))\t\t# Set request PDU size\r\n\t\t\t\r\n\t\tmb_bsp.write_mb_master_pdu(pdu)\t\t\t\t\t\t# Set request PDU\r\n\telse:\r\n\t\tmb_bsp.write_mb_slave_cs(CONFIG_REG, config_val)\t\t# Set configurati\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\t\tmb_bsp.write_mb_slave_cs(SLAVE_ADDR_REG, slave_addr)\t# Set slave address\r\n\r\n\r\n\r\ndef generate_0x03_pdu(addr, regnum):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ad630d29820371f228b1287947197de5ede3fb0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import fix_path import json import datetime from google.appengine.ext import ndb # Taken from http://stackoverflow.com/questions/455580/json-datetime-between-python-and-javascript class StackOverflowSnapshot(ndb.Model): """Example Model""" raw_timestamp = ndb.DateTimeProperty(required=True, auto_now_add=True) requested_time = ndb.DateTimeProperty(required=True) num_questions_by_tag = ndb.JsonProperty() num_tagged_questions = ndb.IntegerProperty() num_answered = ndb.IntegerProperty() num_unanswered = ndb.IntegerProperty() total_question_views = ndb.IntegerProperty() status = ndb.StringProperty() status_string = ndb.StringProperty() def as_dict(self): result = {} result['requested_time'] = dthandler(self.requested_time) result['num_tagged_questions'] = self.num_tagged_questions result['num_questions_by_tag'] = self.num_questions_by_tag result['num_answered'] = self.num_answered result['num_unanswered'] = self.num_unanswered result['total_question_views'] = self.total_question Error: SyntaxError / EOF
|
Fixed Code: import fix_path import json import datetime from google.appengine.ext import ndb # Taken from http://stackoverflow.com/questions/455580/json-datetime-between-python-and-javascript class StackOverflowSnapshot(ndb.Model): """Example Model""" raw_timestamp = ndb.DateTimeProperty(required=True, auto_now_add=True) requested_time = ndb.DateTimeProperty(required=True) num_questions_by_tag = ndb.JsonProperty() num_tagged_questions = ndb.IntegerProperty() num_answered = ndb.IntegerProperty() num_unanswered = ndb.IntegerProperty() total_question_views = ndb.IntegerProperty() status = ndb.StringProperty() status_string = ndb.StringProperty() def as_dict(self): Explanation: Complete the truncated code structure
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advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 2
| 1,091
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport fix_path\nimport json\nimport datetime\n\nfrom google.appengine.ext import ndb\n\n# Taken from http://stackoverflow.com/questions/455580/json-datetime-between-python-and-javascript\nclass StackOverflowSnapshot(ndb.Model):\n \"\"\"Example Model\"\"\"\n raw_timestamp = ndb.DateTimeProperty(required=True, auto_now_add=True)\n requested_time = ndb.DateTimeProperty(required=True)\n num_questions_by_tag = ndb.JsonProperty()\n num_tagged_questions = ndb.IntegerProperty()\n num_answered = ndb.IntegerProperty()\n num_unanswered = ndb.IntegerProperty()\n total_question_views = ndb.IntegerProperty()\n status = ndb.StringProperty()\n status_string = ndb.StringProperty()\n\n def as_dict(self):\n result = {}\n result['requested_time'] = dthandler(self.requested_time)\n result['num_tagged_questions'] = self.num_tagged_questions\n result['num_questions_by_tag'] = self.num_questions_by_tag\n result['num_answered'] = self.num_answered\n result['num_unanswered'] = self.num_unanswered\n result['total_question_views'] = self.total_question\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport fix_path\nimport json\nimport datetime\n\nfrom google.appengine.ext import ndb\n\n# Taken from http://stackoverflow.com/questions/455580/json-datetime-between-python-and-javascript\nclass StackOverflowSnapshot(ndb.Model):\n \"\"\"Example Model\"\"\"\n raw_timestamp = ndb.DateTimeProperty(required=True, auto_now_add=True)\n requested_time = ndb.DateTimeProperty(required=True)\n num_questions_by_tag = ndb.JsonProperty()\n num_tagged_questions = ndb.IntegerProperty()\n num_answered = ndb.IntegerProperty()\n num_unanswered = ndb.IntegerProperty()\n total_question_views = ndb.IntegerProperty()\n status = ndb.StringProperty()\n status_string = ndb.StringProperty()\n\n def as_dict(self):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ad6db55250893c680ef209759e33e069cabdd9a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python3 # -*- coding: UTF-8 -*- import time busyTime = 10 i
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 72
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python3\n# -*- coding: UTF-8 -*-\n\nimport time\n\nbusyTime = 10\ni"}, {"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
|
0ad7c645c6d3067f3c0c435d4f3782feef6cf400
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class BaseMap(Resource): """ Base class for NamedMap and AnonymousMap """ def __init__(self, auth_client): """ Initializes a BaseMap instance :param auth_client: Auth client """ super(BaseMap, self).__init__(auth_client) ... [14 more functiondefs truncated] ...
|
Functions: __init__ Classes: BaseMap This code demonstrates Pythoncode:Python programming.
|
intermediate
|
oop
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 326
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass BaseMap(Resource):\n \"\"\"\n Base class for NamedMap and AnonymousMap\n \"\"\"\n def __init__(self, auth_client):\n \"\"\"\n Initializes a BaseMap instance\n :param auth_client: Auth client\n \"\"\"\n super(BaseMap, self).__init__(auth_client)\n\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__\n Classes: BaseMap\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ad85408ba998c356a370a0f1582159d01f77a69
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from kv_client.kv_client import KVClient def main(): kvSlave = KVClient(1, "127.0.0.1", 3456) kvSlave.start() if __name__ == "__main__": main()
|
Functions: main This code demonstrates Pythoncode:Python programming.
|
beginner
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 157
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom kv_client.kv_client import KVClient\n\ndef main():\n kvSlave = KVClient(1, \"127.0.0.1\", 3456)\n kvSlave.start()\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Functions: main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ad87d7268affd7dfe13527d4d842a2d43c681ac
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import operator_benchmark as op_bench import torch import numpy from . import configs """EmbeddingBag Operator Benchmark""" class EmbeddingBagBenchmark(op_bench.TorchBenchmarkBase): def init(self, embeddingbags, dim, mode, input_size, offset, sparse, include_last_offset, device): self.embedding = torch.nn.EmbeddingBag( num_embeddings=embeddingbags, embedding_dim=dim, mode=mode, include_last_offset=include_last_offset, sparse=sparse).to(device=device) numpy.random.seed((1 << 32) - 1) self.input = torch.tensor(numpy.random.randint(0, embeddingbags, input_size), device=device).long() offsets = torch.LongTensor([offset], device=device) self.offset = torch.cat((offsets, torch.tensor([self.input.size(0)], dtype=torch.long)), 0) self.set_module_name('embeddingbag') def forward(self): return self.embedding(self.input, self.offset) op_bench.generate_pt_test(configs.embeddingbag_short_configs, EmbeddingBagBenchmark) op_bench.generate_pt_gradient_test(configs.embeddingbag_short_configs, EmbeddingBagBenchmark) if __name__ == "__main__": op_bench.benchmark_runner.main()
|
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 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 ✨ Improvements: Add docstring to class 'EmbeddingBagBenchmark' Add docstring to function 'init'
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,208
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport operator_benchmark as op_bench\nimport torch\nimport numpy\nfrom . import configs\n\n\"\"\"EmbeddingBag Operator Benchmark\"\"\"\n\nclass EmbeddingBagBenchmark(op_bench.TorchBenchmarkBase):\n def init(self, embeddingbags, dim, mode, input_size, offset, sparse, include_last_offset, device):\n self.embedding = torch.nn.EmbeddingBag(\n num_embeddings=embeddingbags,\n embedding_dim=dim,\n mode=mode,\n include_last_offset=include_last_offset,\n sparse=sparse).to(device=device)\n numpy.random.seed((1 << 32) - 1)\n self.input = torch.tensor(numpy.random.randint(0, embeddingbags, input_size), device=device).long()\n offsets = torch.LongTensor([offset], device=device)\n self.offset = torch.cat((offsets, torch.tensor([self.input.size(0)], dtype=torch.long)), 0)\n self.set_module_name('embeddingbag')\n\n def forward(self):\n return self.embedding(self.input, self.offset)\n\nop_bench.generate_pt_test(configs.embeddingbag_short_configs, EmbeddingBagBenchmark)\nop_bench.generate_pt_gradient_test(configs.embeddingbag_short_configs, EmbeddingBagBenchmark)\n\n\nif __name__ == \"__main__\":\n op_bench.benchmark_runner.main()"}, {"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 Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n\n\u2728 Improvements:\n Add docstring to class 'EmbeddingBagBenchmark'\n Add docstring to function 'init'"}]
| false
| null | null | null |
0ad8ce46348b78515a8db8b2c9bc54898f1ab6f9
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def _farthest_point_sampler(data, batch_size, sample_points, dist, start_idx, result): r"""Farthest Point Sampler Parameters ---------- data : tensor A tensor of shape (N, d) where N is the number of points and d is the dimension. batch_size : int The number of batches in the ``data``. N should be divisible by batch_size. sample_points : int The number of points to sample in each batch. dist : tensor Pre-allocated tensor of shape (N, ) for to-sample distance. start_idx : tensor of int Pre-allocated tensor of shape (batch_size, ) for the starting sample in each batch. result : tensor of int Pre-allocated tensor of shape (sample_points * batch_size, ) for the sampled index. Returns ------- No return value. The input variable ``result`` will be overwriten with sampled indices. """ assert F.shape(data)[0] >= sample_points * batch_size assert F.shape(data)[0] % batch_size == 0 _CAPI_FarthestPointSampler(F.zerocopy_to_dgl_ndarray(data), batch_size, sample_points, F.zerocopy_to_dgl_ndarray(dist), F.zerocopy_to_dgl_ndarray(start_idx), F.zerocopy_to_dgl_ndarray(result)) ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 35: ... [1 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 💡 Suggestions: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,367
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef _farthest_point_sampler(data, batch_size, sample_points, dist, start_idx, result):\n r\"\"\"Farthest Point Sampler\n\n Parameters\n ----------\n data : tensor\n A tensor of shape (N, d) where N is the number of points and d is the dimension.\n batch_size : int\n The number of batches in the ``data``. N should be divisible by batch_size.\n sample_points : int\n The number of points to sample in each batch.\n dist : tensor\n Pre-allocated tensor of shape (N, ) for to-sample distance.\n start_idx : tensor of int\n Pre-allocated tensor of shape (batch_size, ) for the starting sample in each batch.\n result : tensor of int\n Pre-allocated tensor of shape (sample_points * batch_size, ) for the sampled index.\n\n Returns\n -------\n No return value. The input variable ``result`` will be overwriten with sampled indices.\n\n \"\"\"\n assert F.shape(data)[0] >= sample_points * batch_size\n assert F.shape(data)[0] % batch_size == 0\n\n _CAPI_FarthestPointSampler(F.zerocopy_to_dgl_ndarray(data),\n batch_size, sample_points,\n F.zerocopy_to_dgl_ndarray(dist),\n F.zerocopy_to_dgl_ndarray(start_idx),\n F.zerocopy_to_dgl_ndarray(result))\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 2\n Invalid syntax at line 35: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
| false
| null | null | null |
0ad9fee81c50ef01672c1f7b553d66bc07bc9155
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import shutil import hashlib from pathlib import Path from typing import TextIO, BinaryIO, IO, Union from datetime import datetime from os.path import getmtime from .low import ObservableDict class Data: def __init__(self, data_name: str, parent, bucket, protected_parent_methods: Union[None, dict] = None): self.__data_name__ = data_name self.__parent__ = parent self.__bucket__ = bucket self.__protected_parent_methods__ = protected_parent_methods self.__protected_parent_methods__['increase_data_count']() self.init_metadata() self.init_properties() @property def database(self): return self.__bucket__.db @property def db(self): return self.__bucket__.db @property def bucket(self): return self.__bucket__ def init_metadata(self): if self.__data_name__ not in self.__parent__.metadata: self.__parent__.metadata[self.__data_name__] = dict() def init_properties(self): if self.__data_name__ not in self.__parent__.properties: self.__parent__.properties[self.__data_name__] = dict() def set_metadata(self, metadata: Union[None, dict], merge: bool = True): if metadata is None: return if merge: metadata = {**self.metadata, **metadata} self.__parent__.metadata[self.__data_name__] = metadata def set_properties(self, properties: Union[None, dict], merge: bool = True): if properties is None: return if merge: properties = {**self.properties, **properties} self.__parent__.properties[self.__data_name__] = properties @property def parent(self): return self.__parent__ @property def path(self) -> Path: return self.__parent__.path / self.__data_name__ @property Error: SyntaxError / EOF
|
Fixed Code: import shutil import hashlib from pathlib import Path from typing import TextIO, BinaryIO, IO, Union from datetime import datetime from os.path import getmtime from .low import ObservableDict class Data: def __init__(self, data_name: str, parent, bucket, protected_parent_methods: Union[None, dict] = None): self.__data_name__ = data_name self.__parent__ = parent self.__bucket__ = bucket self.__protected_parent_methods__ = protected_parent_methods self.__protected_parent_methods__['increase_data_count']() self.init_metadata() self.init_properties() Explanation: Complete the truncated code structure
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 16
| 1
| 1,884
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport shutil\nimport hashlib\nfrom pathlib import Path\nfrom typing import TextIO, BinaryIO, IO, Union\nfrom datetime import datetime\nfrom os.path import getmtime\nfrom .low import ObservableDict\n\n\nclass Data:\n def __init__(self, data_name: str, parent, bucket,\n protected_parent_methods: Union[None, dict] = None):\n self.__data_name__ = data_name\n self.__parent__ = parent\n self.__bucket__ = bucket\n self.__protected_parent_methods__ = protected_parent_methods\n self.__protected_parent_methods__['increase_data_count']()\n self.init_metadata()\n self.init_properties()\n\n @property\n def database(self):\n return self.__bucket__.db\n\n @property\n def db(self):\n return self.__bucket__.db\n\n @property\n def bucket(self):\n return self.__bucket__\n\n def init_metadata(self):\n if self.__data_name__ not in self.__parent__.metadata:\n self.__parent__.metadata[self.__data_name__] = dict()\n\n def init_properties(self):\n if self.__data_name__ not in self.__parent__.properties:\n self.__parent__.properties[self.__data_name__] = dict()\n\n def set_metadata(self, metadata: Union[None, dict], merge: bool = True):\n if metadata is None:\n return\n if merge:\n metadata = {**self.metadata, **metadata}\n self.__parent__.metadata[self.__data_name__] = metadata\n\n def set_properties(self, properties: Union[None, dict], merge: bool = True):\n if properties is None:\n return\n if merge:\n properties = {**self.properties, **properties}\n self.__parent__.properties[self.__data_name__] = properties\n\n @property\n def parent(self):\n return self.__parent__\n\n @property\n def path(self) -> Path:\n return self.__parent__.path / self.__data_name__\n\n @property\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport shutil\nimport hashlib\nfrom pathlib import Path\nfrom typing import TextIO, BinaryIO, IO, Union\nfrom datetime import datetime\nfrom os.path import getmtime\nfrom .low import ObservableDict\n\n\nclass Data:\n def __init__(self, data_name: str, parent, bucket,\n protected_parent_methods: Union[None, dict] = None):\n self.__data_name__ = data_name\n self.__parent__ = parent\n self.__bucket__ = bucket\n self.__protected_parent_methods__ = protected_parent_methods\n self.__protected_parent_methods__['increase_data_count']()\n self.init_metadata()\n self.init_properties()\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0adab04d82e555974b5ee3aecff08feca7c75415
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2018 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== def _deduplicate_indexed_slices(values, indices): """Sums `values` associated with any non-unique `indices`. Args: values: A `Tensor` with rank >= 1. indices: A one-dimensional integer `Tensor`, indexing into the first dimension of `values` (as in an IndexedSlices object). Returns: A tuple of (`summed_values`, `unique_indices`) where `unique_indices` is a de-duplicated version of `indices` and `summed_values` contains the sum of `values` slices associated with each unique index. """ unique_indices, new_index_positions = array_ops.unique(indices) summed_values = math_ops.unsorted_segment_sum( values, new_index_positions, array_ops.shape(unique_indices)[0]) return (summed_values, unique_indices) @six.add_metaclass(abc.ABCMeta) @keras_export("keras.optimizers.Optimizer") ... [45 more classdefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 17 Invalid syntax at line 39: ... [45 more classdefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 22 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 32 Unexpected indentation at line 33 ✨ Improvements: Complete the expression on the last line Add closing quote at line 17 Review syntax near the error location
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 1
| 0
| 1,570
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2018 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\n\ndef _deduplicate_indexed_slices(values, indices):\n \"\"\"Sums `values` associated with any non-unique `indices`.\n\n Args:\n values: A `Tensor` with rank >= 1.\n indices: A one-dimensional integer `Tensor`, indexing into the first\n dimension of `values` (as in an IndexedSlices object).\n\n Returns:\n A tuple of (`summed_values`, `unique_indices`) where `unique_indices` is a\n de-duplicated version of `indices` and `summed_values` contains the sum of\n `values` slices associated with each unique index.\n \"\"\"\n unique_indices, new_index_positions = array_ops.unique(indices)\n summed_values = math_ops.unsorted_segment_sum(\n values, new_index_positions,\n array_ops.shape(unique_indices)[0])\n return (summed_values, unique_indices)\n\n\n@six.add_metaclass(abc.ABCMeta)\n@keras_export(\"keras.optimizers.Optimizer\")\n\n ... [45 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 17\n Invalid syntax at line 39: ... [45 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\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 32\n Unexpected indentation at line 33\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 17\n Review syntax near the error location"}]
| false
| null | null | null |
0adacd25859bed18399a4d523ba68cd8adb2bc90
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import requests headers = { 'content-type': 'application/json', 'Authorization': 'Token 80ca9f249b80e7226cdc7fcaada8d7297352f0f9' } # Complete this line url_base_cursos = 'http://127.0.0.1:8000/api/v2/cursos' url_base_avaliacoes = 'http://127.0.0.1:8000/api/v2/avaliacoes' resultado = requests.get(url=url_base_cursos, headers=headers) assert resultado.status_code == 200
|
The missing line is:
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 362
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport requests\n\nheaders = {\n 'content-type': 'application/json',\n 'Authorization': 'Token 80ca9f249b80e7226cdc7fcaada8d7297352f0f9'\n}\n # Complete this line\nurl_base_cursos = 'http://127.0.0.1:8000/api/v2/cursos'\nurl_base_avaliacoes = 'http://127.0.0.1:8000/api/v2/avaliacoes'\n\nresultado = requests.get(url=url_base_cursos, headers=headers)\n\nassert resultado.status_code == 200"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
0adb9e87674ba38043bf368fb738d4c5e8ba7c5c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2021 VMware, Inc. import argparse import json import re import logging import os import sys from avi.sdk.avi_api import ApiSession def add_allowlist_rule(waf_policy_obj): #add a allowlist rule to allow request with uri beginning with /ice/ allowlist_rule={ "index": 0, "name": "allowlist-start-with-ice", "description": "WAF will buffer the whole request body first and then release to backend. With VDI, client wants to stream data between client and server for some URLs like /ice/..., we should allow these URLs", "actions": [ "WAF_POLICY_WHITELIST_ACTION_ALLOW" ], "match": { "path": { "match_case": "SENSITIVE", "match_str": [ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: "/ice/" ], "match_criteria": "BEGINS_WITH" } }
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 758
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2021 VMware, Inc.\n\nimport argparse\nimport json\nimport re\nimport logging\nimport os\nimport sys\n\nfrom avi.sdk.avi_api import ApiSession\n\ndef add_allowlist_rule(waf_policy_obj):\n #add a allowlist rule to allow request with uri beginning with /ice/\n allowlist_rule={\n \"index\": 0,\n \"name\": \"allowlist-start-with-ice\",\n \"description\": \"WAF will buffer the whole request body first and then release to backend. With VDI, client wants to stream data between client and server for some URLs like /ice/..., we should allow these URLs\",\n \"actions\": [\n \"WAF_POLICY_WHITELIST_ACTION_ALLOW\"\n ],\n \"match\": {\n \"path\": {\n \"match_case\": \"SENSITIVE\",\n \"match_str\": [\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 \"/ice/\"\n ],\n \"match_criteria\": \"BEGINS_WITH\"\n }\n }"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0adc55ed2f06787ab63a1224266a2dd707ce1b10
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- class TestResourceTypeEnum: @pytest.mark.parametrize( "is_leaf, path, f, v", [ (True, "/category,5/department,3440/department,3443/", "parent_id", 3443), (False, "/category,5/department,3440/department,3443/", "id", 3443), (True, "/category,5/", "category_id", 5), (False, "/category,5/", "category_id", 5), (True, "/department,3440/department,3443/", "parent_id", 3443), (False, "/department,3440/department,3443/", "id", 3443), ], ) def test_get_key_mapping(self, is_leaf, path, f, v): key_mapping = ResourceType.get_key_mapping(ResourceType.DEPARTMENT) path_method = key_mapping["department._bk_iam_path_"] data = {"value": path} if not is_leaf: data["node_type"] = "non-leaf" f, v = path_method(data) assert f == f assert v == v @pytest.mark.parametrize( "dep_chain, expected", [ ( [1000, 1001, 1002], {"_bk_iam_path_": "/category,1/department,1000/department,1001/department,1002/"}, ), ( [1000], {"_bk_iam_path_": "/category,1/department,1000/"}, ), ], ) def test_get_attributes_mapping(self, dep_chain, expected): target_parent = None for d in dep_chain: parent_id = target_parent if not target_parent else target_parent.pk target_parent = make_simple_department(str(d), force_create_params={"id": d}, parent_id=parent_id) attributes_mapping = ResourceType.get_attributes_mapping(target_parent) assert attributes_mapping == expected def test_get_attributes_mapping_other(self): pc = ProfileCategory.objects.get_default() attributes_mapping = ResourceType.get_attributes_mapping(pc) assert attributes_mapping == {} @pytest.mark.parametrize( "dep_chain,expected", [ ( ["a", "b", "c"], [ ("category", "默认目录"), ("department", "a"), ("department", "b"), ("department", "c"), ], ), ( ["a", "b"], [("category", "默认目录"), ("department", "a"), ("department", "b")], ), ], ) ... [2 more functiondefs truncated] ...
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Functions: test_get_key_mapping, test_get_attributes_mapping, test_get_attributes_mapping_other Classes: TestResourceTypeEnum This code demonstrates Pythoncode:Python programming.
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advanced
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testing
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code_explanation
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Pythoncode:Python
| 3
| 1
| 2,496
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass TestResourceTypeEnum:\n @pytest.mark.parametrize(\n \"is_leaf, path, f, v\",\n [\n (True, \"/category,5/department,3440/department,3443/\", \"parent_id\", 3443),\n (False, \"/category,5/department,3440/department,3443/\", \"id\", 3443),\n (True, \"/category,5/\", \"category_id\", 5),\n (False, \"/category,5/\", \"category_id\", 5),\n (True, \"/department,3440/department,3443/\", \"parent_id\", 3443),\n (False, \"/department,3440/department,3443/\", \"id\", 3443),\n ],\n )\n def test_get_key_mapping(self, is_leaf, path, f, v):\n key_mapping = ResourceType.get_key_mapping(ResourceType.DEPARTMENT)\n path_method = key_mapping[\"department._bk_iam_path_\"]\n\n data = {\"value\": path}\n if not is_leaf:\n data[\"node_type\"] = \"non-leaf\"\n\n f, v = path_method(data)\n assert f == f\n assert v == v\n\n @pytest.mark.parametrize(\n \"dep_chain, expected\",\n [\n (\n [1000, 1001, 1002],\n {\"_bk_iam_path_\": \"/category,1/department,1000/department,1001/department,1002/\"},\n ),\n (\n [1000],\n {\"_bk_iam_path_\": \"/category,1/department,1000/\"},\n ),\n ],\n )\n def test_get_attributes_mapping(self, dep_chain, expected):\n target_parent = None\n for d in dep_chain:\n parent_id = target_parent if not target_parent else target_parent.pk\n target_parent = make_simple_department(str(d), force_create_params={\"id\": d}, parent_id=parent_id)\n\n attributes_mapping = ResourceType.get_attributes_mapping(target_parent)\n assert attributes_mapping == expected\n\n def test_get_attributes_mapping_other(self):\n pc = ProfileCategory.objects.get_default()\n attributes_mapping = ResourceType.get_attributes_mapping(pc)\n assert attributes_mapping == {}\n\n @pytest.mark.parametrize(\n \"dep_chain,expected\",\n [\n (\n [\"a\", \"b\", \"c\"],\n [\n (\"category\", \"\u9ed8\u8ba4\u76ee\u5f55\"),\n (\"department\", \"a\"),\n (\"department\", \"b\"),\n (\"department\", \"c\"),\n ],\n ),\n (\n [\"a\", \"b\"],\n [(\"category\", \"\u9ed8\u8ba4\u76ee\u5f55\"), (\"department\", \"a\"), (\"department\", \"b\")],\n ),\n ],\n )\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_get_key_mapping, test_get_attributes_mapping, test_get_attributes_mapping_other\n Classes: TestResourceTypeEnum\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0adcde8b96a5cb82b17bdf29ba072f1b54339883
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # from votesim.benchmarks.benchrunner import ( # run_benchmark, # get_benchmarks, # post_benchmark, # plot_benchmark, # ) from votesim.benchmarks import runtools, simple
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF ✨ Improvements: Complete the expression on the last line
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beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 190
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# from votesim.benchmarks.benchrunner import (\n# run_benchmark,\n# get_benchmarks,\n# post_benchmark,\n# plot_benchmark,\n# )\n\nfrom votesim.benchmarks import runtools, simple"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n\n\u2728 Improvements:\n Complete the expression on the last line"}]
| false
| null | null | null |
0add3254851b32ab4bc7e1c39aca7cbe53d6398b
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import boto3 import src.app as app import csv import psycopg2 as ps import os from dotenv import load_dotenv load_dotenv() dbname = os.environ["db"] host = os.environ["host"] port = os.environ["port"] user = os.environ["user"] password = os.environ["pass"] connection = ps.connect(dbname=dbname, host=host, port=port, user=user, password=password) def handle(event, context): cursor = connection.cursor() cursor.execute("SELECT 1", ()) print(cursor.fetchall()) # Get key and bucket informaition key = event['Records'][0]['s3']['object']['key'] bucket = event['Records'][0]['s3']['bucket']['name'] # use boto3 library to get object from S3 s3 = boto3.client('s3') s3_object = s3.get_object(Bucket = bucket, Key = key) data = s3_object['Body'].read().decode('utf-8') all_lines = [] # read CSV # csv_data = csv.reader(data.splitlines()) # for row in csv_data: # datestr = row[0] #.replace('/', '-') # # print(datestr) # date_obj = datetime.strptime(datestr, '%d/%m/%Y %H:%M') # # print(date_obj) # # time = str(row[0][-5:]) # location = str(row[1]) # order = str(row[3]) # total = str(row[4]) # all_lines.append({'date':date_obj, 'location':location, 'order':order, 'total':total}) # return cached_list # print(all_lines) app.start_app(all_lines, data) print_all_lines = [print(line) for line in all_lines] print_all_lines # Form all the lines of data into a list of lists # all_lines = [line for line in csv_data] # print(data) # print(all_lines) ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation: # print(all_lines)
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intermediate
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testing
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incomplete_code
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Pythoncode:Python
| 1
| 0
| 1,762
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport boto3\nimport src.app as app\nimport csv\nimport psycopg2 as ps\nimport os\nfrom dotenv import load_dotenv\n\n\nload_dotenv()\ndbname = os.environ[\"db\"]\nhost = os.environ[\"host\"]\nport = os.environ[\"port\"]\nuser = os.environ[\"user\"]\npassword = os.environ[\"pass\"]\n\nconnection = ps.connect(dbname=dbname, \n host=host,\n port=port, \n user=user, \n password=password)\n\ndef handle(event, context):\n \n cursor = connection.cursor()\n cursor.execute(\"SELECT 1\", ())\n print(cursor.fetchall())\n # Get key and bucket informaition\n key = event['Records'][0]['s3']['object']['key']\n bucket = event['Records'][0]['s3']['bucket']['name']\n \n # use boto3 library to get object from S3\n s3 = boto3.client('s3')\n s3_object = s3.get_object(Bucket = bucket, Key = key)\n data = s3_object['Body'].read().decode('utf-8')\n all_lines = []\n \n # read CSV\n\n # csv_data = csv.reader(data.splitlines())\n # for row in csv_data:\n # datestr = row[0] #.replace('/', '-')\n # # print(datestr)\n # date_obj = datetime.strptime(datestr, '%d/%m/%Y %H:%M')\n # # print(date_obj)\n # # time = str(row[0][-5:])\n # location = str(row[1])\n # order = str(row[3])\n # total = str(row[4])\n # all_lines.append({'date':date_obj, 'location':location, 'order':order, 'total':total})\n # return cached_list\n # print(all_lines)\n app.start_app(all_lines, data)\n \n print_all_lines = [print(line) for line in all_lines]\n print_all_lines\n \n \n # Form all the lines of data into a list of lists\n # all_lines = [line for line in csv_data]\n # print(data)\n # print(all_lines)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:\n # print(all_lines)"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
0add5b092c6c665d2b618a20a05d4cd299d00402
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- # ----------------------------------------------------------------------------- # (C) British Crown Copyright 2017-2021 Met Office. # All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # * Redistributions of source code must retain the above copyright notice, this # list of conditions and the following disclaimer. # # * Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # # * Neither the name of the copyright holder nor the names of its # contributors may be used to endorse or promote products derived from # this software without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE # ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE # LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR # CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF # SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS # INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN # CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) # ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE # POSSIBILITY OF SUCH DAMAGE. def set_up_test_cube(n_thresholds=1): """Set up a cube testing shower condition conversion""" thresholds = np.arange(n_thresholds) shape = [2, 2] shape = [n_thresholds, *shape] if n_thresholds > 0 else shape data = np.ones(shape, dtype=FLOAT_DTYPE) cube = set_up_probability_cube( data, thresholds, variable_name="texture_of_cloud_area_fraction", threshold_units=1, spatial_grid="equalarea", ) return cube def test_basic(): """Test that with a valid input the cube is transformed into a shower condition cube.""" cube = set_up_test_cube() result = make_shower_condition_cube(cube) threshold_coord = result.coord(var_name="threshold") assert result.name() == "probability_of_shower_condition_above_threshold" assert result.dtype == FLOAT_DTYPE assert (result.data == cube.data).all() assert threshold_coord.name() == "shower_condition" assert threshold_coord.units == 1 ... [2 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
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refactoring
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Pythoncode:Python
| 2
| 0
| 2,696
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# -----------------------------------------------------------------------------\n# (C) British Crown Copyright 2017-2021 Met Office.\n# All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are met:\n#\n# * Redistributions of source code must retain the above copyright notice, this\n# list of conditions and the following disclaimer.\n#\n# * Redistributions in binary form must reproduce the above copyright notice,\n# this list of conditions and the following disclaimer in the documentation\n# and/or other materials provided with the distribution.\n#\n# * Neither the name of the copyright holder nor the names of its\n# contributors may be used to endorse or promote products derived from\n# this software without specific prior written permission.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE\n# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE\n# POSSIBILITY OF SUCH DAMAGE.\ndef set_up_test_cube(n_thresholds=1):\n \"\"\"Set up a cube testing shower condition conversion\"\"\"\n thresholds = np.arange(n_thresholds)\n shape = [2, 2]\n shape = [n_thresholds, *shape] if n_thresholds > 0 else shape\n data = np.ones(shape, dtype=FLOAT_DTYPE)\n cube = set_up_probability_cube(\n data,\n thresholds,\n variable_name=\"texture_of_cloud_area_fraction\",\n threshold_units=1,\n spatial_grid=\"equalarea\",\n )\n return cube\n\n\ndef test_basic():\n \"\"\"Test that with a valid input the cube is transformed into a shower\n condition cube.\"\"\"\n\n cube = set_up_test_cube()\n result = make_shower_condition_cube(cube)\n threshold_coord = result.coord(var_name=\"threshold\")\n\n assert result.name() == \"probability_of_shower_condition_above_threshold\"\n assert result.dtype == FLOAT_DTYPE\n assert (result.data == cube.data).all()\n assert threshold_coord.name() == \"shower_condition\"\n assert threshold_coord.units == 1\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0adf4b5bea842a306db59cff9711a1e6a19b7ae0
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from .db_conn import ModelSetup class ItemsModel(ModelSetup): '''Handles the data logic of the items section''' def __init__( self, name=None, price=None, quantity=None, category_id=None, reorder_point=None, auth=None): '''Initializes the variables for the items class''' self.name = name self.price = price self.quantity = quantity self.category_id = category_id self.reorder_point = reorder_point self.auth = auth def add_item( self, name, price, quantity, image, category_id, reorder_point, auth): '''Adds item given the above arguements. Then returns the created item''' model = ModelSetup() self.conn = model.conn self.cur = model.cur query = """INSERT INTO items(name, price, quantity, image, category, reorder_point, created_by)\ VALUES(%s,%s,%s,%s,%s,%s,%s);""" self.cur.execute( query, (name, price, quantity, image, category_id, reorder_point, auth)) self.conn.commit() query_confirm = """SELECT * FROM items WHERE name = %s AND price = %s;""" self.cur.execute(query_confirm, (name, price)) self.item = self.cur.fetchone() return self.item def get_all(self): '''gets all records of items in the databas and returns them''' model = ModelSetup() self.conn = model.conn ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.cur = model.cur query = """SELECT * FROM items;""" self.cur.execute(query) self.items = self.cur.fetchall()
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advanced
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database
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incomplete_code
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Pythoncode:Python
| 5
| 1
| 1,665
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom .db_conn import ModelSetup\n\n\nclass ItemsModel(ModelSetup):\n '''Handles the data logic of the items section'''\n def __init__(\n self,\n name=None,\n price=None,\n quantity=None,\n category_id=None,\n reorder_point=None,\n auth=None):\n '''Initializes the variables for the items class'''\n self.name = name\n self.price = price\n self.quantity = quantity\n self.category_id = category_id\n self.reorder_point = reorder_point\n self.auth = auth\n\n def add_item(\n self,\n name,\n price,\n quantity,\n image,\n category_id,\n reorder_point,\n auth):\n '''Adds item given the above arguements. Then returns the created item'''\n model = ModelSetup()\n self.conn = model.conn\n self.cur = model.cur\n query = \"\"\"INSERT INTO items(name, price, quantity, image, category, reorder_point, created_by)\\\n VALUES(%s,%s,%s,%s,%s,%s,%s);\"\"\"\n\n self.cur.execute(\n query,\n (name,\n price,\n quantity,\n image,\n category_id,\n reorder_point,\n auth))\n self.conn.commit()\n\n query_confirm = \"\"\"SELECT * FROM items WHERE name = %s AND price = %s;\"\"\"\n self.cur.execute(query_confirm, (name, price))\n self.item = self.cur.fetchone()\n\n return self.item\n\n def get_all(self):\n '''gets all records of items in the databas and returns them'''\n model = ModelSetup()\n self.conn = model.conn\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.cur = model.cur\n query = \"\"\"SELECT * FROM items;\"\"\"\n self.cur.execute(query)\n self.items = self.cur.fetchall()"}]
| true
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syntax
|
HARD_CUT
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CRITICAL
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0ae04a483b4283bc6fdc84bd651d77ab70b6120c
|
TheStack--python--000.parquet
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Review this Pythoncode:Python code: from docutils.parsers.rst.roles import register_canonical_role, set_classes from docutils.parsers.rst import directives from docutils import nodes from sphinx.writers.html import HTMLTranslator from sphinx.errors import ExtensionError import os import re def api_role(role, rawtext, text, lineno, inliner, options={}, content=[]): return api_role_internal(False, role, rawtext, text, lineno, inliner, options, content) def apiplural_role(role, rawtext, text, lineno, inliner, options={}, content=[]): return api_role_internal(True, role, rawtext, text, lineno, inliner, options, content) def api_role_internal(plural, role, rawtext, text, lineno, inliner, options, content): set_classes(options) classes = ['code', 'api-reference'] if 'classes' in options: classes.extend(options['classes']) node = nodes.literal(rawtext, text, classes=classes, api_reference=True, is_plural=plural) return [node], [] ... [2 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 32: ... [2 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 28 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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intermediate
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api
|
code_review
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Pythoncode:Python
| 3
| 0
| 996
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom docutils.parsers.rst.roles import register_canonical_role, set_classes\nfrom docutils.parsers.rst import directives\nfrom docutils import nodes\nfrom sphinx.writers.html import HTMLTranslator\nfrom sphinx.errors import ExtensionError\n\nimport os\nimport re\n\n\ndef api_role(role, rawtext, text, lineno, inliner, options={}, content=[]):\n return api_role_internal(False, role, rawtext, text, lineno, inliner, options, content)\n\n\ndef apiplural_role(role, rawtext, text, lineno, inliner, options={}, content=[]):\n return api_role_internal(True, role, rawtext, text, lineno, inliner, options, content)\n\n\ndef api_role_internal(plural, role, rawtext, text, lineno, inliner, options, content):\n set_classes(options)\n\n classes = ['code', 'api-reference']\n\n if 'classes' in options:\n classes.extend(options['classes'])\n\n node = nodes.literal(rawtext, text, classes=classes, api_reference=True, is_plural=plural)\n return [node], []\n\n\n\n ... [2 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 32: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 28\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
0ae122f08d00736fbd1d09356f366ff9dcd6baf8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2014 varnishapi authors. All rights reserved. # Use of this source code is governed by a BSD-style # license that can be found in the LICENSE file. import time from feaas import storage class Base(object): def __init__(self, manager, interval, *locks): self.manager = manager sel
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 10 has no indented body Fix: Complete the truncated code structure
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advanced
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api
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error_detection
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Pythoncode:Python
| 4
| 1
| 316
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2014 varnishapi authors. All rights reserved.\n# Use of this source code is governed by a BSD-style\n# license that can be found in the LICENSE file.\n\nimport time\n\nfrom feaas import storage\n\n\nclass Base(object):\n\n def __init__(self, manager, interval, *locks):\n self.manager = manager\n sel"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 10 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
|
CRITICAL
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0ae19706ac78f27bbbf84e3668bc38423a4a2fcd
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2014 Open Source Robotics Foundation, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import logging import os from .common import PlatformPackageDescriptor from .http_cache import fetch_and_cache_gzip def get_debian_repo_index(debian_repository_baseurl, target, cache_dir): url = os.path.join( debian_repository_baseurl, 'dists', target.os_code_name, 'main') if target.arch == 'source': url = os.path.join(url, 'source', 'Sources.gz') else: url = os.path.join(url, 'binary-%s' % target.arch, 'Packages.gz') cache_filename = fetch_and_cache_gzip(url, cache_dir) logging.debug('Reading file: %s' % cache_filename) # split package blocks with open(cache_filename, 'rb' as f: blocks = f.read().decode('utf8').split('\n\n') blocks = [b.splitlines() for b in blocks if b] # extract version number of every package package_versions = {} for lines in blocks: prefix = 'Package: ' assert lines[0].startswith(prefix) debian_pkg_name = lines[0][len(prefix):] prefix = 'Version: ' versions = [l[len(prefix):] for l in lines if l.startswith(prefix)] version = versions[0] if len(versions) == 1 else None prefix = 'Source: ' source_names = [l[len(prefix):] for l in lines if l.startswith(prefix)] source_name = source_names[0] if len(source_names) == 1 else None package_versions[debian_pkg_name] = PlatformPackageDescriptor(version, source_name) return package_versions
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 34 - expected ')' • Invalid syntax at line 34: with open(cache_filename, 'rb' as f: Fixes: • Add closing ')' bracket • Review syntax near the error location
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intermediate
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testing
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 2,044
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2014 Open Source Robotics Foundation, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport logging\nimport os\n\nfrom .common import PlatformPackageDescriptor\nfrom .http_cache import fetch_and_cache_gzip\n\n\ndef get_debian_repo_index(debian_repository_baseurl, target, cache_dir):\n url = os.path.join(\n debian_repository_baseurl, 'dists', target.os_code_name, 'main')\n if target.arch == 'source':\n url = os.path.join(url, 'source', 'Sources.gz')\n else:\n url = os.path.join(url, 'binary-%s' % target.arch, 'Packages.gz')\n\n cache_filename = fetch_and_cache_gzip(url, cache_dir)\n\n logging.debug('Reading file: %s' % cache_filename)\n # split package blocks\n with open(cache_filename, 'rb' as f:\n blocks = f.read().decode('utf8').split('\\n\\n')\n blocks = [b.splitlines() for b in blocks if b]\n\n # extract version number of every package\n package_versions = {}\n for lines in blocks:\n prefix = 'Package: '\n assert lines[0].startswith(prefix)\n debian_pkg_name = lines[0][len(prefix):]\n\n prefix = 'Version: '\n versions = [l[len(prefix):] for l in lines if l.startswith(prefix)]\n version = versions[0] if len(versions) == 1 else None\n\n prefix = 'Source: '\n source_names = [l[len(prefix):] for l in lines if l.startswith(prefix)]\n source_name = source_names[0] if len(source_names) == 1 else None\n\n package_versions[debian_pkg_name] = PlatformPackageDescriptor(version, source_name)\n\n return package_versions"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 34 - expected ')'\n \u2022 Invalid syntax at line 34: with open(cache_filename, 'rb' as f:\n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ae22c03054218a911ddc84125341497677c75ac
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright 2022 ConvolutedDog (https://github.com/ConvolutedDog/) # # 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. #!/usr/bin/python3 import torch import torch.nn as nn import torch.nn.functional as F from graphviz import Digraph, render from torch.autograd import Variable def cross_entropy_loss(y_predict, y_true): print('\n=========================== Layer:'+' {0:18}'.format('cross_entropy_loss')+' Start ===========================') print('# y_predict.shape: ', list(y_predict.shape)) print('# y_true.shape: ', list(y_true.shape)) y_shift = torch.sub(y_predict, torch.max(y_predict, dim=1, keepdim=True).values) y_exp = torch.exp(y_shift) y_probability = torch.div(y_exp, torch.sum(y_exp, dim=1, keepdim=True)) ypred_loss = torch.mean(-torch.sum(torch.mul(y_true, torch.log(y_probability)), dim=1, keepdim=True)) dLoss_dypred = y_probability - y_true print('# dLoss_dypred.shape: ', list(dLoss_dypred.shape)) print('# Self calculated loss: ', ypred_loss.item()) print('=========================== Layer:'+' {0:18}'.format('cross_entropy_loss')+' End =============================') return ypred_loss, dLoss_dypred @torch.no_grad() def fc_backward(dLoss_dnextz, z, w): print('# next_dz.shape: ', list(dLoss_dnextz.shape)) print('# z.shape: ', list(z.shape)) print('# weight.shape: ', list(w.shape)) print('# bias.shape: ', '['+str(dLoss_dnextz.shape[1])+']') N = z.shape[0] if len(z.shape) == 4: z = z.view(z.size(0), -1) dLoss_dz = torch.matmul(dLoss_dnextz, w) #delta dLoss_dfcW = torch.matmul(dLoss_dnextz.t(), z) dLoss_dfcB = torch.sum(dLoss_dnextz, dim=0) print('# dz.shape: ', list(dLoss_dz.shape)) print('# dweight.shape: ', list(dLoss_dfcW.shape)) print('# dbias.shape: ', list(dLoss_dfcB.shape)) return dLoss_dz, dLoss_dfcW/N, dLoss_dfcB/N @torch.no_grad() ... [31 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 2,412
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2022 ConvolutedDog (https://github.com/ConvolutedDog/)\r\n#\r\n# Licensed under the Apache License, Version 2.0 (the \"License\");\r\n# you may not use this file except in compliance with the License.\r\n# You may obtain a copy of the License at\r\n#\r\n# http://www.apache.org/licenses/LICENSE-2.0\r\n#\r\n# Unless required by applicable law or agreed to in writing, software\r\n# distributed under the License is distributed on an \"AS IS\" BASIS,\r\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\r\n# See the License for the specific language governing permissions and\r\n# limitations under the License.\r\n\r\n#!/usr/bin/python3\r\nimport torch\r\nimport torch.nn as nn\r\nimport torch.nn.functional as F\r\nfrom graphviz import Digraph, render\r\nfrom torch.autograd import Variable\r\n\r\ndef cross_entropy_loss(y_predict, y_true):\r\n\tprint('\\n=========================== Layer:'+' {0:18}'.format('cross_entropy_loss')+' Start ===========================')\r\n\tprint('# y_predict.shape: ', list(y_predict.shape))\r\n\tprint('# y_true.shape: ', list(y_true.shape))\r\n\ty_shift = torch.sub(y_predict, torch.max(y_predict, dim=1, keepdim=True).values)\r\n\ty_exp = torch.exp(y_shift)\r\n\ty_probability = torch.div(y_exp, torch.sum(y_exp, dim=1, keepdim=True))\r\n\typred_loss = torch.mean(-torch.sum(torch.mul(y_true, torch.log(y_probability)), dim=1, keepdim=True))\r\n\tdLoss_dypred = y_probability - y_true\r\n\tprint('# dLoss_dypred.shape: ', list(dLoss_dypred.shape))\r\n\tprint('# Self calculated loss: ', ypred_loss.item())\r\n\tprint('=========================== Layer:'+' {0:18}'.format('cross_entropy_loss')+' End =============================')\r\n\treturn ypred_loss, dLoss_dypred\r\n\r\n@torch.no_grad()\r\ndef fc_backward(dLoss_dnextz, z, w):\r\n\tprint('# next_dz.shape: ', list(dLoss_dnextz.shape))\r\n\tprint('# z.shape: ', list(z.shape))\r\n\tprint('# weight.shape: ', list(w.shape))\r\n\tprint('# bias.shape: ', '['+str(dLoss_dnextz.shape[1])+']')\r\n\tN = z.shape[0]\r\n\tif len(z.shape) == 4: \r\n\t\tz = z.view(z.size(0), -1)\r\n\tdLoss_dz = torch.matmul(dLoss_dnextz, w) #delta\r\n\tdLoss_dfcW = torch.matmul(dLoss_dnextz.t(), z)\r\n\tdLoss_dfcB = torch.sum(dLoss_dnextz, dim=0)\r\n\tprint('# dz.shape: ', list(dLoss_dz.shape))\r\n\tprint('# dweight.shape: ', list(dLoss_dfcW.shape))\r\n\tprint('# dbias.shape: ', list(dLoss_dfcB.shape))\r\n\treturn dLoss_dz, dLoss_dfcW/N, dLoss_dfcB/N\r\n\r\n@torch.no_grad()\r\n\n ... [31 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ae2b8b9a2e89b056cf58f74862944546c4ef4a9
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import torch class FGM(object): """ 基于FGM算法的攻击机制 Args: module (:obj:`torch.nn.Module`): 模型 Examples:: >>> # 初始化 >>> fgm = FGM(module) >>> for batch_input, batch_label in data: >>> # 正常训练 >>> loss = module(batch_input, batch_label) >>> loss.backward() # 反向传播，得到正常的grad >>> # 对抗训练 >>> fgm.attack() # 在embedding上添加对抗扰动 >>> loss_adv = module(batch_input, batch_label) >>> loss_adv.backward() # 反向传播，并在正常的grad基础上，累加对抗训练的梯度 >>> fgm.restore() # 恢复embedding参数 >>> # 梯度下降，更新参数 >>> optimizer.step() >>> optimizer.zero_grad() Reference: [1] https://zhuanlan.zhihu.com/p/91269728 """ def __init__(self, module): self.module = module self.backup = {} def attack( self, epsilon=1., emb_name='word_embeddings' ): for name, param in self.module.named_parameters(): if param.requires_grad and emb_name in name: self.backup[name] = param.data.clone() norm = torch.norm(param.grad) if norm != 0 and not torch.isnan(norm): r_at = epsilon * param.grad / norm param.data.add_(r_at) def restore( self, emb_name='word_embeddings' ): for name, param in self.module.named_parameters(): if param.requires_grad and emb_name in name: assert name in self.backup param.data = self.backup[name] self.backup = {} class PGD(object): """ 基于PGD算法的攻击机制 Args: module (:ob Error: SyntaxError: unterminated string literal
|
Fixed Code: import torch class FGM(object): """ 基于FGM算法的攻击机制 Args: module (:obj:`torch.nn.Module`): 模型 Examples:: >>> # 初始化 >>> fgm = FGM(module) >>> for batch_input, batch_label in data: >>> # 正常训练 >>> loss = module(batch_input, batch_label) >>> loss.backward() # 反向传播，得到正常的grad >>> # 对抗训练 >>> fgm.attack() # 在embedding上添加对抗扰动 Explanation: Close the string literal with matching quote
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 2
| 1,705
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport torch\n\n\nclass FGM(object):\n \"\"\"\n \u57fa\u4e8eFGM\u7b97\u6cd5\u7684\u653b\u51fb\u673a\u5236\n\n Args:\n module (:obj:`torch.nn.Module`): \u6a21\u578b\n\n Examples::\n\n >>> # \u521d\u59cb\u5316\n >>> fgm = FGM(module)\n >>> for batch_input, batch_label in data:\n >>> # \u6b63\u5e38\u8bad\u7ec3\n >>> loss = module(batch_input, batch_label)\n >>> loss.backward() # \u53cd\u5411\u4f20\u64ad\uff0c\u5f97\u5230\u6b63\u5e38\u7684grad\n >>> # \u5bf9\u6297\u8bad\u7ec3\n >>> fgm.attack() # \u5728embedding\u4e0a\u6dfb\u52a0\u5bf9\u6297\u6270\u52a8\n >>> loss_adv = module(batch_input, batch_label)\n >>> loss_adv.backward() # \u53cd\u5411\u4f20\u64ad\uff0c\u5e76\u5728\u6b63\u5e38\u7684grad\u57fa\u7840\u4e0a\uff0c\u7d2f\u52a0\u5bf9\u6297\u8bad\u7ec3\u7684\u68af\u5ea6\n >>> fgm.restore() # \u6062\u590dembedding\u53c2\u6570\n >>> # \u68af\u5ea6\u4e0b\u964d\uff0c\u66f4\u65b0\u53c2\u6570\n >>> optimizer.step()\n >>> optimizer.zero_grad()\n\n Reference:\n [1] https://zhuanlan.zhihu.com/p/91269728\n \"\"\"\n def __init__(self, module):\n self.module = module\n self.backup = {}\n\n def attack(\n self,\n epsilon=1.,\n emb_name='word_embeddings'\n ):\n for name, param in self.module.named_parameters():\n if param.requires_grad and emb_name in name:\n self.backup[name] = param.data.clone()\n norm = torch.norm(param.grad)\n if norm != 0 and not torch.isnan(norm):\n r_at = epsilon * param.grad / norm\n param.data.add_(r_at)\n\n def restore(\n self,\n emb_name='word_embeddings'\n ):\n for name, param in self.module.named_parameters():\n if param.requires_grad and emb_name in name:\n assert name in self.backup\n param.data = self.backup[name]\n self.backup = {}\n\n\nclass PGD(object):\n \"\"\"\n \u57fa\u4e8ePGD\u7b97\u6cd5\u7684\u653b\u51fb\u673a\u5236\n\n Args:\n module (:ob\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport torch\n\n\nclass FGM(object):\n \"\"\"\n \u57fa\u4e8eFGM\u7b97\u6cd5\u7684\u653b\u51fb\u673a\u5236\n\n Args:\n module (:obj:`torch.nn.Module`): \u6a21\u578b\n\n Examples::\n\n >>> # \u521d\u59cb\u5316\n >>> fgm = FGM(module)\n >>> for batch_input, batch_label in data:\n >>> # \u6b63\u5e38\u8bad\u7ec3\n >>> loss = module(batch_input, batch_label)\n >>> loss.backward() # \u53cd\u5411\u4f20\u64ad\uff0c\u5f97\u5230\u6b63\u5e38\u7684grad\n >>> # \u5bf9\u6297\u8bad\u7ec3\n >>> fgm.attack() # \u5728embedding\u4e0a\u6dfb\u52a0\u5bf9\u6297\u6270\u52a8\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0ae2d03accd91cc3db5f01917f5d31fdecbb74e5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import cv2 import torch import yaml import imageio import throttle import numpy as np import matplotlib.pyplot as plt from argparse import ArgumentParser from skimage.transform import resize from scipy.spatial import ConvexHull from modules.generator import OcclusionAwareGenerator from modules.keypoint_detector import KPDetector from sync_batchnorm import DataParallelWithCallback #from animate import normalize_kp # command = [ffmpeg, # '-y', # '-f', 'rawvideo', # '-vcodec','rawvideo', # '-pix_fmt', 'bgr24', # '-s', dimension, # '-i', '-', # '-c:v', 'libx264', # '-pix_fmt', 'yuv420p', # '-preset', 'ultrafast', # '-f', 'flv', # 'rtmp://10.10.10.80/live/mystream'] def normalize_kp(kp_source, kp_driving, kp_driving_initial, adapt_movement_scale=False, use_relative_movement=False, use_relative_jacobian=False): if adapt_movement_scale: source_area = ConvexHull(kp_source['value'][0].data.cpu().numpy()).volume driving_area = ConvexHull(kp_driving_initial['value'][0].data.cpu().numpy()).volume adapt_movement_scale = np.sqrt(source_area) / np.sqrt(driving_area) else: adapt_movement_scale = 1 kp_new = {k: v for k, v in kp_driving.items()} if use_relative_movement: kp_value_diff = (kp_driving['value'] - kp_driving_initial['value']) kp_value_diff *= adapt_movement_scale kp_new['value'] = kp_value_diff + kp_source['value'] if use_relative_jacobian: jacobian_diff = torch.matmul(kp_driving['jacobian'], torch.inv
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 47 - expected ')' • SyntaxError: '(' was never closed at line 47 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,578
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport cv2\nimport torch\nimport yaml\nimport imageio\nimport throttle\nimport numpy as np\nimport matplotlib.pyplot as plt\n\nfrom argparse import ArgumentParser\nfrom skimage.transform import resize\nfrom scipy.spatial import ConvexHull\nfrom modules.generator import OcclusionAwareGenerator\nfrom modules.keypoint_detector import KPDetector\nfrom sync_batchnorm import DataParallelWithCallback\n\n#from animate import normalize_kp\n# command = [ffmpeg,\n# '-y',\n# '-f', 'rawvideo',\n# '-vcodec','rawvideo',\n# '-pix_fmt', 'bgr24',\n# '-s', dimension,\n# '-i', '-',\n# '-c:v', 'libx264',\n# '-pix_fmt', 'yuv420p',\n# '-preset', 'ultrafast',\n# '-f', 'flv',\n# 'rtmp://10.10.10.80/live/mystream']\n\ndef normalize_kp(kp_source, kp_driving, kp_driving_initial, adapt_movement_scale=False,\n use_relative_movement=False, use_relative_jacobian=False):\n if adapt_movement_scale:\n source_area = ConvexHull(kp_source['value'][0].data.cpu().numpy()).volume\n driving_area = ConvexHull(kp_driving_initial['value'][0].data.cpu().numpy()).volume\n adapt_movement_scale = np.sqrt(source_area) / np.sqrt(driving_area)\n else:\n adapt_movement_scale = 1\n\n kp_new = {k: v for k, v in kp_driving.items()}\n\n if use_relative_movement:\n kp_value_diff = (kp_driving['value'] - kp_driving_initial['value'])\n kp_value_diff *= adapt_movement_scale\n kp_new['value'] = kp_value_diff + kp_source['value']\n\n if use_relative_jacobian:\n jacobian_diff = torch.matmul(kp_driving['jacobian'], torch.inv"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 47 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 47\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ae341f931ab8799a80b73c9036820e58b4d7de6
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import absolute_import, division, print_function from .controlPDEProblem import ControlPDEProblem from .controlPDEProblemMultiPDE import ControlPDEProblemMultiPDE from .costFunctionalConstant import CostFunctionalConstant from .costFunctionalConstantMultiPDE import CostFunctionalConstantMultiPDE from .costFunctionalLinear import CostFunctionalLinear from .costFunctionalLinearMultiPDE import CostFunctionalLinearMultiPDE from .costFunctionalQuadratic import CostFunctionalQuadratic from .costFunctionalQuadraticMultiPDE import CostFunctionalQuadraticMultiPDE # from .chanceConstraintQuadratic import ChanceConstraintQuadratic # from .chanceConstraintLinear import ChanceConstraintLinear # from .chanceConstraintConstant import ChanceConstraintConstant # to do list # 0. implement zero, Hessian term # 1. implement linear # 2. implement quadratic # 3. impelement SAA # to do list # 1. SAA does not run well in ccgo1, multiprocessor does not work, ### not clear bug, simplifing adjoint solver works # 2. quadratic approximation does not converge well, even without variance, does not converge ### record eigenvector after m_tr[i].zero() Error: SyntaxError / EOF
|
Fixed Code: from __future__ import absolute_import, division, print_function from .controlPDEProblem import ControlPDEProblem from .controlPDEProblemMultiPDE import ControlPDEProblemMultiPDE from .costFunctionalConstant import CostFunctionalConstant from .costFunctionalConstantMultiPDE import CostFunctionalConstantMultiPDE from .costFunctionalLinear import CostFunctionalLinear from .costFunctionalLinearMultiPDE import CostFunctionalLinearMultiPDE from .costFunctionalQuadratic import CostFunctionalQuadratic from .costFunctionalQuadraticMultiPDE import CostFunctionalQuadraticMultiPDE # from .chanceConstraintQuadratic import ChanceConstraintQuadratic # from .chanceConstraintLinear import ChanceConstraintLinear # from .chanceConstraintConstant import ChanceConstraintConstant # to do list # 0. implement zero, Hessian term # 1. implement linear # 2. implement quadratic # 3. impelement SAA Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,155
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import absolute_import, division, print_function\n\nfrom .controlPDEProblem import ControlPDEProblem\nfrom .controlPDEProblemMultiPDE import ControlPDEProblemMultiPDE\nfrom .costFunctionalConstant import CostFunctionalConstant\nfrom .costFunctionalConstantMultiPDE import CostFunctionalConstantMultiPDE\nfrom .costFunctionalLinear import CostFunctionalLinear\nfrom .costFunctionalLinearMultiPDE import CostFunctionalLinearMultiPDE\nfrom .costFunctionalQuadratic import CostFunctionalQuadratic\nfrom .costFunctionalQuadraticMultiPDE import CostFunctionalQuadraticMultiPDE\n# from .chanceConstraintQuadratic import ChanceConstraintQuadratic\n# from .chanceConstraintLinear import ChanceConstraintLinear\n# from .chanceConstraintConstant import ChanceConstraintConstant\n\n# to do list\n# 0. implement zero, Hessian term\n# 1. implement linear\n# 2. implement quadratic\n# 3. impelement SAA\n\n# to do list\n# 1. SAA does not run well in ccgo1, multiprocessor does not work,\n### not clear bug, simplifing adjoint solver works\n# 2. quadratic approximation does not converge well, even without variance, does not converge\n### record eigenvector after m_tr[i].zero()\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import absolute_import, division, print_function\n\nfrom .controlPDEProblem import ControlPDEProblem\nfrom .controlPDEProblemMultiPDE import ControlPDEProblemMultiPDE\nfrom .costFunctionalConstant import CostFunctionalConstant\nfrom .costFunctionalConstantMultiPDE import CostFunctionalConstantMultiPDE\nfrom .costFunctionalLinear import CostFunctionalLinear\nfrom .costFunctionalLinearMultiPDE import CostFunctionalLinearMultiPDE\nfrom .costFunctionalQuadratic import CostFunctionalQuadratic\nfrom .costFunctionalQuadraticMultiPDE import CostFunctionalQuadraticMultiPDE\n# from .chanceConstraintQuadratic import ChanceConstraintQuadratic\n# from .chanceConstraintLinear import ChanceConstraintLinear\n# from .chanceConstraintConstant import ChanceConstraintConstant\n\n# to do list\n# 0. implement zero, Hessian term\n# 1. implement linear\n# 2. implement quadratic\n# 3. impelement SAA\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ae3d125da916faaaf9490284cbbfda3ebc0f150
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy as np from albumentations import (Compose, HorizontalFlip, VerticalFlip, Rotate, RandomRotate90, ShiftScaleRotate, ElasticTransform, GridDistortion, RandomSizedCrop, RandomCrop, CenterCrop, RandomBrightnessContrast, HueSaturationValue, IAASharpen, RandomGamma, RandomBrightness, RandomBrightnessContrast, GaussianBlur,CLAHE, Cutout, CoarseDropout, GaussNoise, ChannelShuffle, ToGray, OpticalDistortion, Normalize, OneOf, NoOp) from albumentations.pytorch import ToTensorV2 as ToTensor from get_config import get_config config = get_config() MEAN = np.array([0.485, 0.456, 0.406]) STD = np.array([0.229, 0.224, 0.225]) def get_transforms_train(): transform_train = Compose([ #Basic RandomRotate90(p=1), HorizontalFlip(p=0.5), #Morphology ShiftScaleRotate(shift_limit=0, scale_limit=(-0.2,0.2), rotate_limit=(-30,30), interpolation=1, border_mode=0, value=(0,0,0), p=0.5), GaussNoise(var_limit=(0,50.0), mean=0, p=0.5), GaussianBlur(blur_limit=(3,7), p=0.5), #Color RandomBrightnessContrast(brightness_limit=0.35, contrast_limit=0.5, brightness_by_max=True,p=0.5), HueSaturationValue(hue_shift_limit=30, sat_shift_limit=30, val_shift_limit=0, p=0.5), CoarseDropout(max_holes=2,
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 18 - expected ')' • Unclosed '[' at line 18 - expected ']' • Unclosed '(' at line 35 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,596
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\nfrom albumentations import (Compose, HorizontalFlip, VerticalFlip, Rotate, RandomRotate90,\n ShiftScaleRotate, ElasticTransform,\n GridDistortion, RandomSizedCrop, RandomCrop, CenterCrop,\n RandomBrightnessContrast, HueSaturationValue, IAASharpen,\n RandomGamma, RandomBrightness, RandomBrightnessContrast,\n GaussianBlur,CLAHE,\n Cutout, CoarseDropout, GaussNoise, ChannelShuffle, ToGray, OpticalDistortion,\n Normalize, OneOf, NoOp)\nfrom albumentations.pytorch import ToTensorV2 as ToTensor\nfrom get_config import get_config\nconfig = get_config()\n\nMEAN = np.array([0.485, 0.456, 0.406])\nSTD = np.array([0.229, 0.224, 0.225])\n\ndef get_transforms_train():\n transform_train = Compose([\n #Basic\n RandomRotate90(p=1),\n HorizontalFlip(p=0.5),\n \n #Morphology\n ShiftScaleRotate(shift_limit=0, scale_limit=(-0.2,0.2), rotate_limit=(-30,30), \n interpolation=1, border_mode=0, value=(0,0,0), p=0.5),\n GaussNoise(var_limit=(0,50.0), mean=0, p=0.5),\n GaussianBlur(blur_limit=(3,7), p=0.5),\n \n #Color\n RandomBrightnessContrast(brightness_limit=0.35, contrast_limit=0.5, \n brightness_by_max=True,p=0.5),\n HueSaturationValue(hue_shift_limit=30, sat_shift_limit=30, \n val_shift_limit=0, p=0.5),\n \n CoarseDropout(max_holes=2,"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 18 - expected ')'\n \u2022 Unclosed '[' at line 18 - expected ']'\n \u2022 Unclosed '(' at line 35 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ae6683abfd956b5c3952439b03a59e007c9300a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- from math import sqrt class Point(object): __slots__ = ('x', 'y', 'z') def __init__(self, x, y, z): self.x = x self.y = y self.z = z def __eq__(self, other): return (self.x == other.x and self.y == other.y and self.z == other.z) def __repr__(self): return "P({}, {}, {})".format(self.x, self.y, self.z) def distance(self, point): """Calculate distance to another point""" return sqrt((self.x - point.x)**2 + (self.y - point.y)**2 + ( self.z - point.z)**2) def distance_squared(self, point): return (self.x - point.x)**2 + (self.y - point.y)**2 + ( self.z - point.z)**2 class Segment(object): __slots__ = ('start', 'end') def __init__(self, start, end): """Arguments: start (Point): Segment start point end (Point): Segment end point """ assert(isinstance(start, Point) and isinstance(end, Point)) self.start = start self.end = end def __eq__(self, other): if not isinstance(other, self.__class__): # Complete this line return self.start == other.start and self.end == other.end def __repr__(self): return "S({}, {})".format(self.start, self.end) @property def length_squared(self): """Faster than length and useful for some comparisons""" return self.start.distance_squared(self.end) @property def length(self): return self.start.distance(self.end) @property def top(self): return max(self.start.y, self.end.y) @property def bottom(self): return min(self.start.y, self.end.y) @property def right(self): return max(self.start.x, self.end.x) @property def left(self): return min(self.start.x, self.end.x) @property def ineye(self): return max(self.start.z, self.end.z) @property def outeye(self): return min(self.start.z, self.end.z) class HSegment(Segment): """Horizontal Segment""" def __init__(self, start, length): """Create an Horizontal segment given its left most end point and its length. Arguments: - start (Point): Starting Point - length (number): segment length """ assert(isinstance(start, Point) and not isinstance(length, Point)) super(HSegment, self).__init__( start, Point(start.x + length, start.y, start.z)) @property def length(self): return self.end.x - self.start.x class VSegment(Segment): """Vertical Segment""" ... [32 more functiondefs truncated] ...
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The missing line is: None
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advanced
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testing
|
fill_in_the_blank
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Pythoncode:Python
| 18
| 4
| 2,690
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom math import sqrt\n\n\nclass Point(object):\n\n __slots__ = ('x', 'y', 'z')\n\n def __init__(self, x, y, z):\n self.x = x\n self.y = y\n self.z = z\n\n def __eq__(self, other):\n return (self.x == other.x and self.y == other.y and self.z == other.z)\n\n def __repr__(self):\n return \"P({}, {}, {})\".format(self.x, self.y, self.z)\n\n def distance(self, point):\n \"\"\"Calculate distance to another point\"\"\"\n return sqrt((self.x - point.x)**2 + (self.y - point.y)**2 + (\n self.z - point.z)**2)\n\n def distance_squared(self, point):\n return (self.x - point.x)**2 + (self.y - point.y)**2 + (\n self.z - point.z)**2\n\n\nclass Segment(object):\n\n __slots__ = ('start', 'end')\n\n def __init__(self, start, end):\n \"\"\"Arguments:\n\n start (Point): Segment start point\n end (Point): Segment end point\n \"\"\"\n assert(isinstance(start, Point) and isinstance(end, Point))\n self.start = start\n self.end = end\n\n def __eq__(self, other):\n if not isinstance(other, self.__class__):\n # Complete this line\n return self.start == other.start and self.end == other.end\n\n def __repr__(self):\n return \"S({}, {})\".format(self.start, self.end)\n\n @property\n def length_squared(self):\n \"\"\"Faster than length and useful for some comparisons\"\"\"\n return self.start.distance_squared(self.end)\n\n @property\n def length(self):\n return self.start.distance(self.end)\n\n @property\n def top(self):\n return max(self.start.y, self.end.y)\n\n @property\n def bottom(self):\n return min(self.start.y, self.end.y)\n\n @property\n def right(self):\n return max(self.start.x, self.end.x)\n\n @property\n def left(self):\n return min(self.start.x, self.end.x)\n\n @property\n def ineye(self):\n return max(self.start.z, self.end.z)\n\n @property\n def outeye(self):\n return min(self.start.z, self.end.z)\n\n\nclass HSegment(Segment):\n \"\"\"Horizontal Segment\"\"\"\n\n def __init__(self, start, length):\n \"\"\"Create an Horizontal segment given its left most end point and its length.\n\n Arguments:\n - start (Point): Starting Point\n - length (number): segment length\n \"\"\"\n assert(isinstance(start, Point) and not isinstance(length, Point))\n super(HSegment, self).__init__(\n start, Point(start.x + length, start.y, start.z))\n\n @property\n def length(self):\n return self.end.x - self.start.x\n\n\nclass VSegment(Segment):\n \"\"\"Vertical Segment\"\"\"\n\n\n ... [32 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n None"}]
| false
| null | null | null |
0ae709052ebf9505470ee0404f1013ba86cb8e0e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.contrib.auth import get_user_model from django.test import TestCase from django.urls import reverse from rest_framework import status from rest_framework.test import APIClient # use that for making our API requests from core.models import Recipe, Tag, Ingredient from ..serializers import RecipeSerializer, RecipeDetailSerializer import tempfile # allows you to call a function which will then create a temp file # somewhere in the system and then you can remove that file after # you've used it import os # this allows us to perform things like # creating path names and also checking if files exist on the system from PIL import Image # pillow, this will import our image class which will let us then # create test images which we can then upload to our API def image_upload_url(recipe_id): """Return URL for recipe image upload""" return reverse('recipe:recipe-upload-image', args=[recipe_id]) # generate our upload image url # you're going to need the existing recipe ID in order to upload an image def detail_url(recipe_id): """Return recipe detail URL""" return reverse('recipe:recipe-detail', args=[recipe_id]) # name of the end point that the default router will create # for our viewset because we're going to have a detail action # this is how you specify arguments with the reverse function # you just pass in args and then you pass in a list of the # arguments you want to add # here we have single item def sample_tag(user, name='Main course'): """Create and return a sample tag""" return Tag.objects.create(user=user, name=name def sample_ingredient(user, name='Cinnamon'): """Create and return a sample ingredient""" return Ingredient.objects.create(user=user, name=name) def sample_recipe(user, **params): """Create and return a sample recipe""" defaults = { 'title': 'Sample recipe', 'time_minutes': 10, 'price': 5.00, } defaults.update(params) return Recipe.objects.create(user=user, **defaults) # convert the dictionary into the argument # when you use the two asterisks when calling a # function it has the reverse effect. class PublicRecipeApiTests(TestCase): """Test unauthenticated recipe API access""" def setUp(self): self.client = APIClient() def test_required_auth(self): """Test the authenticaiton is required""" res = self.client.get(RECIPES_URL) self.assertEqual(res.status_code, status.HTTP_401_UNAUTHORIZED) class PrivateRecipeApiTests(TestCase): """Test authenticated recipe API access""" def setUp(self): self.client = APIClient() self.user = get_user_model().objects.create_user( 'test@londonappdev.com', 'testpass' ) self.client.force_authenticate(self.user) ... [15 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 16 • Unclosed '(' at line 46 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 16 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 8
| 2
| 2,864
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.contrib.auth import get_user_model\nfrom django.test import TestCase\nfrom django.urls import reverse\n\nfrom rest_framework import status\nfrom rest_framework.test import APIClient\n# use that for making our API requests\n\nfrom core.models import Recipe, Tag, Ingredient\n\nfrom ..serializers import RecipeSerializer, RecipeDetailSerializer\n\nimport tempfile\n# allows you to call a function which will then create a temp file\n# somewhere in the system and then you can remove that file after\n# you've used it\nimport os\n# this allows us to perform things like\n# creating path names and also checking if files exist on the system\nfrom PIL import Image\n# pillow, this will import our image class which will let us then\n# create test images which we can then upload to our API\n\n\ndef image_upload_url(recipe_id):\n \"\"\"Return URL for recipe image upload\"\"\"\n return reverse('recipe:recipe-upload-image', args=[recipe_id])\n# generate our upload image url\n# you're going to need the existing recipe ID in order to upload an image\n\n\ndef detail_url(recipe_id):\n \"\"\"Return recipe detail URL\"\"\"\n return reverse('recipe:recipe-detail', args=[recipe_id])\n# name of the end point that the default router will create\n# for our viewset because we're going to have a detail action\n\n# this is how you specify arguments with the reverse function\n# you just pass in args and then you pass in a list of the\n# arguments you want to add\n# here we have single item\n\n\ndef sample_tag(user, name='Main course'):\n \"\"\"Create and return a sample tag\"\"\"\n return Tag.objects.create(user=user, name=name\n\n\ndef sample_ingredient(user, name='Cinnamon'):\n \"\"\"Create and return a sample ingredient\"\"\"\n return Ingredient.objects.create(user=user, name=name)\n\n\ndef sample_recipe(user, **params):\n \"\"\"Create and return a sample recipe\"\"\"\n defaults = {\n 'title': 'Sample recipe',\n 'time_minutes': 10,\n 'price': 5.00,\n }\n defaults.update(params)\n\n return Recipe.objects.create(user=user, **defaults)\n# convert the dictionary into the argument\n# when you use the two asterisks when calling a\n# function it has the reverse effect.\n\n\nclass PublicRecipeApiTests(TestCase):\n \"\"\"Test unauthenticated recipe API access\"\"\"\n\n def setUp(self):\n self.client = APIClient()\n\n def test_required_auth(self):\n \"\"\"Test the authenticaiton is required\"\"\"\n res = self.client.get(RECIPES_URL)\n\n self.assertEqual(res.status_code, status.HTTP_401_UNAUTHORIZED)\n\n\nclass PrivateRecipeApiTests(TestCase):\n \"\"\"Test authenticated recipe API access\"\"\"\n\n def setUp(self):\n self.client = APIClient()\n self.user = get_user_model().objects.create_user(\n 'test@londonappdev.com',\n 'testpass'\n )\n self.client.force_authenticate(self.user)\n\n\n ... [15 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 16\n \u2022 Unclosed '(' at line 46 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 16\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ae84e0cfa142229ba7d5efbff2238d28b93f418
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Assignment 1 Day 8 # write a decorator function for taking input for you # any kind of function you want to build def getInput(calculate_arg_fuc): def wrap_function(): print("Enter two numbers ") a=int(input("Enter first number = ")) b=int(input("Enter second number = ")) calculate_arg_fuc(a,b) return wrap_function @getInput def addition(num1,num2): print("Addition = ",num1+num2) @getInput def subtraction(num1,num2): print("Subtraction = ",num1-num2) @getInput def multiplication(num1,num2): print("Multiplication = ",num1*num2) @getInput def division(num1,num2): print("Division = ",num1/num2) addition() subtraction() multiplication() division() # Assignment 2 day 8 # you need to develop a python program to open a file in read only mode and # try writing something to it and handlethe subsequent errorusing Exception Handling try: f=open("abc.txt","r"); f.write("Heyy, i am prajval"); f.close(); except: print("File is in read only mode...")
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 5 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Add docstring to function 'wrap_function' Remove debug print() at line 8 before production Remove debug print() at line 17 before production
|
advanced
|
ui
|
debugging
|
Pythoncode:Python
| 6
| 0
| 1,089
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Assignment 1 Day 8\r\n\r\n# write a decorator function for taking input for you \r\n# any kind of function you want to build\r\n\r\ndef getInput(calculate_arg_fuc):\r\n def wrap_function():\r\n print(\"Enter two numbers \")\r\n a=int(input(\"Enter first number = \"))\r\n b=int(input(\"Enter second number = \"))\r\n calculate_arg_fuc(a,b)\r\n\r\n return wrap_function\r\n\r\n@getInput\r\ndef addition(num1,num2):\r\n print(\"Addition = \",num1+num2)\r\n\r\n@getInput\r\ndef subtraction(num1,num2):\r\n print(\"Subtraction = \",num1-num2)\r\n\r\n@getInput\r\ndef multiplication(num1,num2):\r\n print(\"Multiplication = \",num1*num2)\r\n\r\n@getInput\r\ndef division(num1,num2):\r\n print(\"Division = \",num1/num2)\r\n\r\naddition()\r\nsubtraction()\r\nmultiplication()\r\ndivision()\r\n\r\n\r\n# Assignment 2 day 8\r\n\r\n# you need to develop a python program to open a file in read only mode and \r\n# try writing something to it and handlethe subsequent errorusing Exception Handling\r\n\r\ntry:\r\n f=open(\"abc.txt\",\"r\");\r\n f.write(\"Heyy, i am prajval\");\r\n f.close();\r\n\r\nexcept:\r\n print(\"File is in read only mode...\")"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 5\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'wrap_function'\n Remove debug print() at line 8 before production\n Remove debug print() at line 17 before production"}]
| false
| null | null | null |
0ae880533e14de2255d5554b8a0bb6b7cbc5e1bb
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Licensed under a 3-clause BSD style license - see LICENSE.rst class CoordinateFrame(object): """ Base class for CoordinateFrames. Parameters ---------- naxes : int Number of axes. axes_type : str One of ["SPATIAL", "SPECTRAL", "TIME"] axes_order : tuple of int A dimension in the input data that corresponds to this axis. reference_frame : astropy.coordinates.builtin_frames Reference frame (usually used with output_frame to convert to world coordinate objects). reference_position : str Reference position - one of `STANDARD_REFERENCE_POSITION` unit : list of astropy.units.Unit Unit for each axis. axes_names : list Names of the axes in this frame. name : str Name of this frame. ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ def __init__(self, naxes, axes_type, axes_order, reference_frame=None, reference_position=None, unit=None, axes_names=None, name=None):
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 798
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Licensed under a 3-clause BSD style license - see LICENSE.rst\nclass CoordinateFrame(object):\n\n \"\"\"\n Base class for CoordinateFrames.\n\n Parameters\n ----------\n naxes : int\n Number of axes.\n axes_type : str\n One of [\"SPATIAL\", \"SPECTRAL\", \"TIME\"]\n axes_order : tuple of int\n A dimension in the input data that corresponds to this axis.\n reference_frame : astropy.coordinates.builtin_frames\n Reference frame (usually used with output_frame to convert to world coordinate objects).\n reference_position : str\n Reference position - one of `STANDARD_REFERENCE_POSITION`\n unit : list of astropy.units.Unit\n Unit for each axis.\n axes_names : list\n Names of the axes in this frame.\n name : str\n Name of this frame.\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\n def __init__(self, naxes, axes_type, axes_order, reference_frame=None,\n reference_position=None, unit=None, axes_names=None,\n name=None):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ae8c65cafc822a3267fba35c6ed220e7f320711
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import lx import modo import select import item from run import run class ChannelModifierUtils(object): @classmethod def attachModifierToItem(cls, modifierModoItem, hostModoItem): """ Allows for attaching modifier to locator type item. Attached item will show up under the locator item in item list (you can unfold it with a little plus icons next to item name in item list). Attached modifiers are getting deleted together with locator they are attached to. Parameters ---------- modifierModoItem : modo.Item Modifier item that you want to attach. hostModoItem : modo.Item Locator type item you want to attach modifier to. """ item.ItemUtils.addForwardGraphConnections(modifierModoItem, hostModoItem, 'chanMods') class TransformConstraintOperation(object): POSITION = 'pos' ROTATION = 'rot' SCALE = 'scl' class CMTransformConstraint(object): """ This class represents Transform Constraint channel modifier. Parameters ---------- modoItem : modo.Item The constraint modo item. """ Operation = TransformConstraintOperation @classmethod def new(cls, assemblyItem, hostItem, name='TransformConstraint'): """ Adds new transform constraint to the scene. Parameters ---------- assemblyItem : modo.Item This is assembly item to which the constraint will be added. Passing this item is mandatory. However, if you don't want to add constraints to any assembly pass an item that is not a group. This doesn't throw an error and it doesn't add constraint to any groups either. hostItem : modo.Item Constraint can be attached to an item such that it'll be under this item in item list. It'll also get deleted when the host item is deleted. name : str Name for new constraint item. Returns ------- CMTransformConstraint """ itemSelection = select.ItemSelection() itemSelection.clear() run('modifier.create "cmTransformConstraint:rot" item:{%s} insert:false' % assemblyItem.id) cnsItem = itemSelection.getOfTypeModo("cmTransformConstraint")[0] cnsItem.name = name ChannelModifierUtils.attachModifierToItem(cnsItem, hostItem) return CMTransformConstraint(cnsItem) @property def operation(self): """ Gets the type of the constraint.
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 15 • Block at line 11 has no indented body • SyntaxError: unterminated triple-quoted string literal (detected at line 88) at line 85 Fixes: • Add closing quote at line 15 • Review code syntax
|
advanced
|
database
|
syntax_repair
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Pythoncode:Python
| 4
| 3
| 2,603
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\n\nimport lx\nimport modo\n\nimport select\nimport item\nfrom run import run\n\n\nclass ChannelModifierUtils(object):\n\n @classmethod\n def attachModifierToItem(cls, modifierModoItem, hostModoItem):\n \"\"\"\n Allows for attaching modifier to locator type item.\n\n Attached item will show up under the locator item in item list\n (you can unfold it with a little plus icons next to item name in item list).\n Attached modifiers are getting deleted together with locator they are attached to.\n\n Parameters\n ----------\n modifierModoItem : modo.Item\n Modifier item that you want to attach.\n\n hostModoItem : modo.Item\n Locator type item you want to attach modifier to.\n \"\"\"\n item.ItemUtils.addForwardGraphConnections(modifierModoItem, hostModoItem, 'chanMods')\n\n\nclass TransformConstraintOperation(object):\n POSITION = 'pos'\n ROTATION = 'rot'\n SCALE = 'scl'\n\n\nclass CMTransformConstraint(object):\n \"\"\"\n This class represents Transform Constraint channel modifier.\n\n Parameters\n ----------\n modoItem : modo.Item\n The constraint modo item.\n \"\"\"\n Operation = TransformConstraintOperation\n\n @classmethod\n def new(cls, assemblyItem, hostItem, name='TransformConstraint'):\n \"\"\"\n Adds new transform constraint to the scene.\n \n Parameters\n ----------\n assemblyItem : modo.Item\n This is assembly item to which the constraint will be added.\n Passing this item is mandatory. However, if you don't want to add constraints\n to any assembly pass an item that is not a group.\n This doesn't throw an error and it doesn't add constraint to any groups either.\n \n hostItem : modo.Item\n Constraint can be attached to an item such that it'll be under this item\n in item list. It'll also get deleted when the host item is deleted.\n\n name : str\n Name for new constraint item.\n \n Returns\n -------\n CMTransformConstraint\n \"\"\"\n itemSelection = select.ItemSelection()\n itemSelection.clear()\n\n run('modifier.create \"cmTransformConstraint:rot\" item:{%s} insert:false' % assemblyItem.id)\n cnsItem = itemSelection.getOfTypeModo(\"cmTransformConstraint\")[0]\n cnsItem.name = name\n ChannelModifierUtils.attachModifierToItem(cnsItem, hostItem)\n return CMTransformConstraint(cnsItem)\n\n @property\n def operation(self):\n \"\"\"\n Gets the type of the constraint."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 15\n \u2022 Block at line 11 has no indented body\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 88) at line 85\n\n Fixes:\n \u2022 Add closing quote at line 15\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0aea8c17200ee38f7b989cd3fe4ee1c7be72a125
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from brownie import FundMe from scripts.helpful_scripts import get_account def fund(): fund_me = FundMe[-1] account = get_account( entrance_fee = fund_me.getEntranceFee() print(f"entrance is {entrance_fee}") print("funding..") fund_me.fund({"from": account, "value": entrance_fee}) def withdraw(): fund_me = FundMe[-1] account = get_account() fund_me.withdraw({"from": account}) def main(): fund() withdraw() if __name__ == "__main__": main()
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 7 - expected ')' • SyntaxError: '(' was never closed at line 7 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 499
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom brownie import FundMe\nfrom scripts.helpful_scripts import get_account\n\n\ndef fund():\n fund_me = FundMe[-1]\n account = get_account(\n entrance_fee = fund_me.getEntranceFee()\n print(f\"entrance is {entrance_fee}\")\n print(\"funding..\")\n fund_me.fund({\"from\": account, \"value\": entrance_fee})\n\n\ndef withdraw():\n fund_me = FundMe[-1]\n account = get_account()\n fund_me.withdraw({\"from\": account})\n\n\ndef main():\n fund()\n withdraw()\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 7 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 7\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0aeade2b44478bdc750fc6e4297d377345ef5136
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Um professor quer sortear um dos seus quatro alunos para apagar o quadro. Faça um programa que ajude ele, lendo o nome dos alunos e escrevendo na tela o nome do escolhido. from random import choice nome1 = input('Digite um nome: ') nome2 = input('Digite outro nome: ') nome3 = input('Digite mais um nome: ') nome4 = input('Digite o último nome: ') nome = [nome1, nome2, nome3, nome4]
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 388
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Um professor quer sortear um dos seus quatro alunos para apagar o quadro. Fa\u00e7a um programa que ajude ele, lendo o nome dos alunos e escrevendo na tela o nome do escolhido.\n\nfrom random import choice\n\nnome1 = input('Digite um nome: ')\nnome2 = input('Digite outro nome: ')\nnome3 = input('Digite mais um nome: ')\nnome4 = input('Digite o \u00faltimo nome: ')\nnome = [nome1, nome2, nome3, nome4]"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
0aeb5c0e9a64382d41d3447557ec9fb64a32a973
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.contrib import admin from .models import Categoria, Contact class ContactAdmin(admin.ModelAdmin): list_display = ('id', 'name', 'last_name', 'phone', 'email', 'creation_date', 'categoria', 'show') list_display_links = ('id', 'name', 'last_name') list_filter = ('categoria',) list_per_page = 10 search_fields = ('name', 'last_name', 'phone') list_editable = ('phone', 'show') admin.site.register(Categoria) admin.site.register(Contact, ContactAdmin)
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Code Review: ⚠️ Code quality: 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 ✨ Improvements: Add docstring to class 'ContactAdmin'
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intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 489
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom .models import Categoria, Contact\n\n\nclass ContactAdmin(admin.ModelAdmin):\n list_display = ('id', 'name', 'last_name', 'phone', 'email', 'creation_date', 'categoria', 'show')\n list_display_links = ('id', 'name', 'last_name')\n list_filter = ('categoria',)\n list_per_page = 10\n search_fields = ('name', 'last_name', 'phone')\n list_editable = ('phone', 'show')\n\n\nadmin.site.register(Categoria)\nadmin.site.register(Contact, ContactAdmin)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\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\n\u2728 Improvements:\n Add docstring to class 'ContactAdmin'"}]
| false
| null | null | null |
0aeb7979679122962a3fff866f48391b6b9c9278
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import datetime import os import shutil import tempfile from joblib import Parallel, delayed from fastpic_upload import upload_file_to_fastpic _n_jobs_for_upload = 20 _root_folders_set = ( '/path/to/folder', ) _spoiler_for_each_file = True def process_one_pic(result_key, pic_path, tmp_dir): pic_url, pic_link = upload_file_to_fastpic(pic_path, tmp_dir) print(pic_url) return result_key, (pic_url, pic_link) def upload_from_folder(folder_path): pics_to_upload = {} for root, dirs, files in os.walk(folder_path): for file in files: if file.split('.')[-1] not in ('jpg', 'jpeg', 'bmp', 'png'): continue file_path = os.path.join(root, file) pics_to_upload[file] = file_path print(pics_to_upload) print('Need upload {} photo'.format(len(pics_to_upload))) result = {} tmp_dir = tempfile.mkdtemp() try: sub_results = Parallel(n_jobs=_n_jobs_for_upload, backend='threading')( delayed(process_one_pic)(key, pics_to_upload[key], tmp_dir) for key in sorted(pics_to_upload)) for sub_result in sub_results: result[sub_result[0]] = sub_result[1] finally: shutil.rmtree(tmp_dir) return result def print_result_to_file(result, result_file_path): with open(result_file_path, 'w', encoding='utf8', newline='') as codes_file: codes_file.write('[spoiler="Скриншоты"]') codes_file.write(os.linesep) codes_file.write(os.linesep) for result_key in sorted(result): if _spoiler_for_each_file: codes_file.write('[spoiler="{}"]'.format(result_key)) codes_file.write(os.linesep) url, link = result[result_key] codes_file.write('[url={}][img]{}[/img][/url]'.format(link, url)) if _spoiler_for_each_file: codes_file.write(os.linesep) codes_file.write('[/spoiler]') codes_file.write(os.linesep) codes_file.write(os.linesep) codes_file.write('[/spoiler]') def main(): for root_folder in _root_folders_set: result = upload_from_folder(root_folder) print_result_to_file(result, os.path.join(root_folder, 'result_codes.txt')) if __name__ == '__main__': started = datetime.datetime.now() print(started, 'started') main() finished = datetime.datetime.now() print(finished, 'all done in', finished - started)
|
Functions: process_one_pic, upload_from_folder, print_result_to_file, main This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 4
| 0
| 2,472
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport datetime\nimport os\nimport shutil\nimport tempfile\n\nfrom joblib import Parallel, delayed\nfrom fastpic_upload import upload_file_to_fastpic\n\n\n_n_jobs_for_upload = 20\n\n_root_folders_set = (\n '/path/to/folder',\n)\n_spoiler_for_each_file = True\n\n\ndef process_one_pic(result_key, pic_path, tmp_dir):\n pic_url, pic_link = upload_file_to_fastpic(pic_path, tmp_dir)\n print(pic_url)\n return result_key, (pic_url, pic_link)\n\n\ndef upload_from_folder(folder_path):\n pics_to_upload = {}\n\n for root, dirs, files in os.walk(folder_path):\n for file in files:\n if file.split('.')[-1] not in ('jpg', 'jpeg', 'bmp', 'png'):\n continue\n file_path = os.path.join(root, file)\n pics_to_upload[file] = file_path\n\n print(pics_to_upload)\n print('Need upload {} photo'.format(len(pics_to_upload)))\n\n result = {}\n tmp_dir = tempfile.mkdtemp()\n try:\n sub_results = Parallel(n_jobs=_n_jobs_for_upload, backend='threading')(\n delayed(process_one_pic)(key, pics_to_upload[key], tmp_dir) for key in sorted(pics_to_upload))\n\n for sub_result in sub_results:\n result[sub_result[0]] = sub_result[1]\n finally:\n shutil.rmtree(tmp_dir)\n return result\n\n\ndef print_result_to_file(result, result_file_path):\n with open(result_file_path, 'w', encoding='utf8', newline='') as codes_file:\n codes_file.write('[spoiler=\"\u0421\u043a\u0440\u0438\u043d\u0448\u043e\u0442\u044b\"]')\n codes_file.write(os.linesep)\n codes_file.write(os.linesep)\n for result_key in sorted(result):\n if _spoiler_for_each_file:\n codes_file.write('[spoiler=\"{}\"]'.format(result_key))\n codes_file.write(os.linesep)\n url, link = result[result_key]\n codes_file.write('[url={}][img]{}[/img][/url]'.format(link, url))\n if _spoiler_for_each_file:\n codes_file.write(os.linesep)\n codes_file.write('[/spoiler]')\n codes_file.write(os.linesep)\n codes_file.write(os.linesep)\n codes_file.write('[/spoiler]')\n\n\ndef main():\n for root_folder in _root_folders_set:\n result = upload_from_folder(root_folder)\n print_result_to_file(result, os.path.join(root_folder, 'result_codes.txt'))\n\n\nif __name__ == '__main__':\n started = datetime.datetime.now()\n print(started, 'started')\n main()\n finished = datetime.datetime.now()\n print(finished, 'all done in', finished - started)"}, {"role": "assistant", "content": " Functions: process_one_pic, upload_from_folder, print_result_to_file, main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0aec7fad0f474867079a857e5fa0aa0966e20a00
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ Copyright (c) 2018-2022 Intel Corporation Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ import numpy as np from .postprocessor import PostprocessorWithSpecificTargets from ..representation import BrainTumorSegmentationAnnotation, BrainTumorSegmentationPrediction from ..config import NumberField, ConfigError class ClipSegmentationMask(PostprocessorWithSpecificTargets): __provider__ = 'clip_segmentation_mask' annotation_types = (BrainTumorSegmentationAnnotation, ) prediction_types = (BrainTumorSegmentationPrediction, ) @classmethod def parameters(cls): parameters = super().parameters()
|
parameters.update({ 'min_value': NumberField(value_type=int, min_value=0, optional=True, default=0, description="Min value"), 'max_value': NumberField(value_type=int, description="Max value") }) return parameters def configure(self): self.min_value = self.get_value_from_config('min_value') self.max_value = self.get_value_from_config('max_value') if self.max_value < self.min_value: raise ConfigError('max_value should be greater than min_value') def process_image(self, annotation, prediction): for target in annotation: target.mask = np.clip(target.mask, a_min=self.min_value, a_max=self.max_value) for target in prediction: target.mask = np.clip(target.mask, a_min=self.min_value, a_max=self.max_value) return annotation, prediction
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 1,994
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\nCopyright (c) 2018-2022 Intel Corporation\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n\"\"\"\n\nimport numpy as np\nfrom .postprocessor import PostprocessorWithSpecificTargets\nfrom ..representation import BrainTumorSegmentationAnnotation, BrainTumorSegmentationPrediction\nfrom ..config import NumberField, ConfigError\n\n\nclass ClipSegmentationMask(PostprocessorWithSpecificTargets):\n __provider__ = 'clip_segmentation_mask'\n\n annotation_types = (BrainTumorSegmentationAnnotation, )\n prediction_types = (BrainTumorSegmentationPrediction, )\n\n @classmethod\n def parameters(cls):\n parameters = super().parameters()"}, {"role": "assistant", "content": "\n parameters.update({\n 'min_value': NumberField(value_type=int, min_value=0, optional=True, default=0, description=\"Min value\"),\n 'max_value': NumberField(value_type=int, description=\"Max value\")\n })\n return parameters\n\n def configure(self):\n self.min_value = self.get_value_from_config('min_value')\n self.max_value = self.get_value_from_config('max_value')\n if self.max_value < self.min_value:\n raise ConfigError('max_value should be greater than min_value')\n\n def process_image(self, annotation, prediction):\n for target in annotation:\n target.mask = np.clip(target.mask, a_min=self.min_value, a_max=self.max_value)\n\n for target in prediction:\n target.mask = np.clip(target.mask, a_min=self.min_value, a_max=self.max_value)\n\n return annotation, prediction"}]
| false
| null | null | null |
0aecc3617c0fed4d5c58d568836e4b90d9b9886f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2013 Donald Stufft and individual contributors # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import pytest import nacl.secret import nacl.utils def test_random_bytes_produces(): assert len(nacl.utils.random(16)) == 16 def test_random_bytes_produces_different_bytes(): assert nacl.utils.random(16) != nacl.utils.random(16) def test_string_fixer(): assert str(nacl.secret.SecretBox(b"\x00" * 32)) == str(b"\x00" * 32) def test_deterministic_random_bytes(): expected = ( b"0d8e6cc68715648926732e7ea73250cfaf2d58422083904c841a8ba"
|
b"33b986111f346ba50723a68ae283524a6bded09f83be6b80595856f" b"72e25b86918e8b114bafb94bc8abedd73daab454576b7c5833eb0bf" b"982a1bb4587a5c970ff0810ca3b791d7e12" ) seed = ( b"\x00\x01\x02\x03\x04\x05\x06\x07\x08\x09\x0a\x0b\x0c\x0d" b"\x0e\x0f\x10\x11\x12\x13\x14\x15\x16\x17\x18\x19\x1a\x1b" b"\x1c\x1d\x1e\x1f" ) assert ( nacl.utils.randombytes_deterministic( 100, seed, encoder=nacl.utils.encoding.HexEncoder ) == expected ) def test_deterministic_random_bytes_invalid_seed_length(): expected = "Deterministic random bytes must be generated from 32 bytes" seed = b"\x00\x01\x02\x03\x04\x05\x06\x07\x08\x09\x0a" with pytest.raises(TypeError) as e: nacl.utils.randombytes_deterministic(100, seed) assert expected in str(e.value)
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 1,925
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2013 Donald Stufft and individual contributors\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\nimport pytest\n\nimport nacl.secret\nimport nacl.utils\n\n\ndef test_random_bytes_produces():\n assert len(nacl.utils.random(16)) == 16\n\n\ndef test_random_bytes_produces_different_bytes():\n assert nacl.utils.random(16) != nacl.utils.random(16)\n\n\ndef test_string_fixer():\n assert str(nacl.secret.SecretBox(b\"\\x00\" * 32)) == str(b\"\\x00\" * 32)\n\n\ndef test_deterministic_random_bytes():\n expected = (\n b\"0d8e6cc68715648926732e7ea73250cfaf2d58422083904c841a8ba\""}, {"role": "assistant", "content": "\n b\"33b986111f346ba50723a68ae283524a6bded09f83be6b80595856f\"\n b\"72e25b86918e8b114bafb94bc8abedd73daab454576b7c5833eb0bf\"\n b\"982a1bb4587a5c970ff0810ca3b791d7e12\"\n )\n seed = (\n b\"\\x00\\x01\\x02\\x03\\x04\\x05\\x06\\x07\\x08\\x09\\x0a\\x0b\\x0c\\x0d\"\n b\"\\x0e\\x0f\\x10\\x11\\x12\\x13\\x14\\x15\\x16\\x17\\x18\\x19\\x1a\\x1b\"\n b\"\\x1c\\x1d\\x1e\\x1f\"\n )\n assert (\n nacl.utils.randombytes_deterministic(\n 100, seed, encoder=nacl.utils.encoding.HexEncoder\n )\n == expected\n )\n\n\ndef test_deterministic_random_bytes_invalid_seed_length():\n expected = \"Deterministic random bytes must be generated from 32 bytes\"\n seed = b\"\\x00\\x01\\x02\\x03\\x04\\x05\\x06\\x07\\x08\\x09\\x0a\"\n with pytest.raises(TypeError) as e:\n nacl.utils.randombytes_deterministic(100, seed)\n assert expected in str(e.value)"}]
| false
| null | null | null |
0aee1a078e80effb05eed8b8321db099a4b35623
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def unlock(m): return m.lower().translate( str.maketrans( 'abcdefghijklmnopqrstuvwxyz', '22233344455566677778889999' )
|
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 6
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 265
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef unlock(m):\n return m.lower().translate(\n str.maketrans(\n 'abcdefghijklmnopqrstuvwxyz',\n '22233344455566677778889999'\n \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 2 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 2\n\n Fix: Add missing ')' bracket at line 6"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0aeeb3bf4f5c7990a2f6ef4aa31bdb4e54d18d30
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #! /home/cha0snation/anaconda3/bin/python import random def setup(): words = ["banana", "apple", "orange", "peach", "grape", "watermelon"] output = [] word = words[random.randint(0, len(words) - 1)] playing = True tries = 5 return [words, output, word, tries, playing] def check_finished(output, tries): if tries == 0: print("You ran out of tries") print() return True count = 0 for letter in output: if letter != "_": count += 1 if count == len(output): print_output(output) print() print() return True return False def check_letter(letter, word, tries): correct = False for index, letter in enumerate(word): if letter == guess: output[index] = guess correct = True if index == len(word) - 1: if not correct: print("Incorrect guess") print() return tries - 1 else: return tries def check_same(guess, output): same = False for i in output: if i == guess: same = True if same: print("You already found that letter") print() print_output(output) print() print() while True: guess = str(input("Guess: ")) if len(guess) == 1: break return guess else: return guess def print_output(output): for i in output: print("{0} ".format(i), end="") if __name__ == "__main__": words, output, word, tries, playing = setup() while playing: print("Try to guess the word:") if tries == 1: print("You have {0} try left.".format(tries)) else: print("You have {0} tries left.".format(tries)) # print("DEBUG: word is {0}".format(word)) if output == []: for i in word: output.append("_") for i in range(len(output)): print("_ ", end="") else: print_output(output) print() print() try: while True: guess = str(input("Guess: ")) if len(guess) == 1: break except (EOFError, KeyboardInterrupt): print() break except ValueError: print("Invalid guess") break print() guess = check_same(guess, output) tries = check_letter(guess, word, tries) if check_finished(output, tries): choice = input("Do you want to play again ? (y or n): ") print() if choice.lower().startswith("y"): words, output, word, tries, playing = setup() else: playing = False
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 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 34 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 49 Unexpected indentation at line 52 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 60 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 74 Unexpected indentation at line 76 Unexpected indentation at line 78 Unexpected indentation at line 80 Unexpected indentation at line 85 Unexpected indentation at line 87 Unexpected indentation at line 91 Unexpected indentation at line 96 Unexpected indentation at line 98 Unexpected indentation at line 100 Unexpected indentation at line 101 Unexpected indentation at line 103 Unexpected indentation at line 108 Unexpected indentation at line 112 Unexpected indentation at line 113 Unexpected indentation at line 115 ✨ Improvements: Add docstring to function 'setup' Add docstring to function 'check_finished' Remove debug print() at line 17 before production Remove debug print() at line 18 before production Remove debug print() at line 26 before production Remove debug print() at line 27 before production Remove debug print() at line 40 before production Remove debug print() at line 41 before production Remove debug print() at line 53 before production Remove debug print() at line 54 before production Remove debug print() at line 56 before production Remove debug print() at line 57 before production Remove debug print() at line 69 before production Remove debug print() at line 75 before production Remove debug print() at line 77 before production Remove debug print() at line 79 before production Remove debug print() at line 86 before production Remove debug print() at line 90 before production Remove debug print() at line 91 before production Remove debug print() at line 99 before production Remove debug print() at line 102 before production Remove debug print() at line 105 before production Remove debug print() at line 112 before production
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intermediate
|
database
|
code_review
|
Pythoncode:Python
| 5
| 0
| 2,893
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#! /home/cha0snation/anaconda3/bin/python\n\nimport random\n\n\ndef setup():\n words = [\"banana\", \"apple\", \"orange\", \"peach\", \"grape\", \"watermelon\"]\n output = []\n word = words[random.randint(0, len(words) - 1)]\n playing = True\n tries = 5\n return [words, output, word, tries, playing]\n\n\ndef check_finished(output, tries):\n if tries == 0:\n print(\"You ran out of tries\")\n print()\n return True\n count = 0\n for letter in output:\n if letter != \"_\":\n count += 1\n if count == len(output):\n print_output(output)\n print()\n print()\n return True\n return False\n\n\ndef check_letter(letter, word, tries):\n correct = False\n for index, letter in enumerate(word):\n if letter == guess:\n output[index] = guess\n correct = True\n if index == len(word) - 1:\n if not correct:\n print(\"Incorrect guess\")\n print()\n return tries - 1\n else:\n return tries\n\n\ndef check_same(guess, output):\n same = False\n for i in output:\n if i == guess:\n same = True\n if same:\n print(\"You already found that letter\")\n print()\n print_output(output)\n print()\n print()\n while True:\n guess = str(input(\"Guess: \"))\n if len(guess) == 1:\n break\n return guess\n else:\n return guess\n\n\ndef print_output(output):\n for i in output:\n print(\"{0} \".format(i), end=\"\")\n\n\nif __name__ == \"__main__\":\n words, output, word, tries, playing = setup()\n while playing:\n print(\"Try to guess the word:\")\n if tries == 1:\n print(\"You have {0} try left.\".format(tries))\n else:\n print(\"You have {0} tries left.\".format(tries))\n # print(\"DEBUG: word is {0}\".format(word))\n\n if output == []:\n for i in word:\n output.append(\"_\")\n for i in range(len(output)):\n print(\"_ \", end=\"\")\n else:\n print_output(output)\n\n print()\n print()\n\n try:\n while True:\n guess = str(input(\"Guess: \"))\n if len(guess) == 1:\n break\n except (EOFError, KeyboardInterrupt):\n print()\n break\n except ValueError:\n print(\"Invalid guess\")\n break\n\n print()\n\n guess = check_same(guess, output)\n tries = check_letter(guess, word, tries)\n\n if check_finished(output, tries):\n choice = input(\"Do you want to play again ? (y or n): \")\n print()\n if choice.lower().startswith(\"y\"):\n words, output, word, tries, playing = setup()\n else:\n playing = False"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\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 34\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 49\n Unexpected indentation at line 52\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 60\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 74\n Unexpected indentation at line 76\n Unexpected indentation at line 78\n Unexpected indentation at line 80\n Unexpected indentation at line 85\n Unexpected indentation at line 87\n Unexpected indentation at line 91\n Unexpected indentation at line 96\n Unexpected indentation at line 98\n Unexpected indentation at line 100\n Unexpected indentation at line 101\n Unexpected indentation at line 103\n Unexpected indentation at line 108\n Unexpected indentation at line 112\n Unexpected indentation at line 113\n Unexpected indentation at line 115\n\n\u2728 Improvements:\n Add docstring to function 'setup'\n Add docstring to function 'check_finished'\n Remove debug print() at line 17 before production\n Remove debug print() at line 18 before production\n Remove debug print() at line 26 before production\n Remove debug print() at line 27 before production\n Remove debug print() at line 40 before production\n Remove debug print() at line 41 before production\n Remove debug print() at line 53 before production\n Remove debug print() at line 54 before production\n Remove debug print() at line 56 before production\n Remove debug print() at line 57 before production\n Remove debug print() at line 69 before production\n Remove debug print() at line 75 before production\n Remove debug print() at line 77 before production\n Remove debug print() at line 79 before production\n Remove debug print() at line 86 before production\n Remove debug print() at line 90 before production\n Remove debug print() at line 91 before production\n Remove debug print() at line 99 before production\n Remove debug print() at line 102 before production\n Remove debug print() at line 105 before production\n Remove debug print() at line 112 before production"}]
| false
| null | null | null |
0aefad001e36b9eae9b3eb392972175239563b8d
|
TheStack--python--000.parquet
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Debug this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- ''' Created on Dec 8, 2019 .. codeauthor: svitlana vakulenko <svitlana.vakulenko@gmail.com> Index docs into ES https://qbox.io/blog/building-an-elasticsearch-index-with-python ''' from settings import * import glob import re # n first characters for the doc preview LIMIT_START = 100 txts_path = '%s/artdatis/tagging/OCRed/typed/' % DATA_PATH text_corpus = [] def corpus_iterator(): # filter out and collect text files for file_path in glob.glob(txts_path+'*_text.txt'): with open(file_path, encoding="utf-8") as file: text = file.read() # filter duplicates if text not in text_corpus: text_corpus.append(text) text = re.sub(' +', ' ', text) start_text = text.lstrip()[:LIMIT_START] with open(file_path.split('_text.txt')[0]+'_path.txt') as path_file: path = path_file.read().strip().replace(DATA_PATH, '/images') yield { "_index": INDEX_NAME, "_type": TYPE_NAME, "_source": {"file_path": path, "text": text, "start_text": start_text}, } print("Loaded %d documents"%len(text_corpus)) from elasticsearch import Elasticsearch from elasticsearch.helpers import bulk # create ES client, create index es = Elasticsearch(hosts = [ES_HOST]) if es.indices.exists(INDEX_NAME): print("deleting '%s' index..." % (INDEX_NAME)) res = es.indices.delete(index = INDEX_NAME) print(" response: '%s'" % (res)) request_body = { "settings" : { "number_of_shards": 1, "number_of_replicas": 0 } } print("creating '%s' index..." % (INDEX_NAME)) res = es.indices.create(index = INDEX_NAME, body = request_body) print(" response: '%s'" % (res)) # bulk index the data print("bulk indexing...") bulk(es, corpus_iterator()) # sanity check res = es.search(index = INDEX_NAME, size=2, body={"query": {"match_all": {}}}) print("results:") for hit in res['hits']['hits']: print(hit["_source"])
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 4 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 24 Unexpected indentation at line 27 Unexpected indentation at line 28 💡 Suggestions: Add closing quote at line 4 Remove debug print() at line 39 before production Remove debug print() at line 48 before production
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intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 2,131
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n'''\nCreated on Dec 8, 2019\n.. codeauthor: svitlana vakulenko\n <svitlana.vakulenko@gmail.com>\n\nIndex docs into ES\nhttps://qbox.io/blog/building-an-elasticsearch-index-with-python\n'''\nfrom settings import *\nimport glob\nimport re\n\n# n first characters for the doc preview\nLIMIT_START = 100\n\ntxts_path = '%s/artdatis/tagging/OCRed/typed/' % DATA_PATH\ntext_corpus = []\n\ndef corpus_iterator():\n # filter out and collect text files\n for file_path in glob.glob(txts_path+'*_text.txt'):\n with open(file_path, encoding=\"utf-8\") as file:\n text = file.read()\n # filter duplicates\n if text not in text_corpus:\n text_corpus.append(text)\n text = re.sub(' +', ' ', text)\n start_text = text.lstrip()[:LIMIT_START]\n with open(file_path.split('_text.txt')[0]+'_path.txt') as path_file:\n path = path_file.read().strip().replace(DATA_PATH, '/images')\n yield {\n \"_index\": INDEX_NAME,\n \"_type\": TYPE_NAME,\n \"_source\": {\"file_path\": path, \"text\": text, \"start_text\": start_text},\n }\n print(\"Loaded %d documents\"%len(text_corpus))\n\n\nfrom elasticsearch import Elasticsearch\nfrom elasticsearch.helpers import bulk\n\n# create ES client, create index\nes = Elasticsearch(hosts = [ES_HOST])\nif es.indices.exists(INDEX_NAME):\n print(\"deleting '%s' index...\" % (INDEX_NAME))\n res = es.indices.delete(index = INDEX_NAME)\n print(\" response: '%s'\" % (res))\n\nrequest_body = {\n \"settings\" : {\n \"number_of_shards\": 1,\n \"number_of_replicas\": 0\n }\n}\nprint(\"creating '%s' index...\" % (INDEX_NAME))\nres = es.indices.create(index = INDEX_NAME, body = request_body)\nprint(\" response: '%s'\" % (res))\n\n# bulk index the data\nprint(\"bulk indexing...\")\nbulk(es, corpus_iterator())\n\n# sanity check\nres = es.search(index = INDEX_NAME, size=2, body={\"query\": {\"match_all\": {}}})\nprint(\"results:\")\nfor hit in res['hits']['hits']:\n print(hit[\"_source\"])"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 4\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 4\n Remove debug print() at line 39 before production\n Remove debug print() at line 48 before production"}]
| false
| null | null | null |
0af0f43e75ad092a7a05698be61aa6dca9c4178e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ A Token is a button or other object on the table that represents a position, a game state, layer state, or some other piece of info """ class Token(object): def __init__(self, name, table): self.table = table self.name = name self.seat = None
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Add closing quote at line 1 Add docstring to class 'Token' Line 2 too long (131 chars) - break into multiple lines
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intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 1
| 1
| 277
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nA Token is a button or other object on the table that represents a position, a game state, layer state, or some other piece of info\n\"\"\"\n\n\nclass Token(object):\n def __init__(self, name, table):\n self.table = table\n self.name = name\n self.seat = None"}, {"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 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Add docstring to class 'Token'\n Line 2 too long (131 chars) - break into multiple lines"}]
| false
| null | null | null |
0af106828dec53475f13db7b60f12e654896ac46
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: def nearest_mid(input_list, lower_bound_index, upper_bound_index, search_value): return lower_bound_index + ( (upper_bound_index - lower_bound_index) // (input_list[upper_bound_index] - input_list[lower_bound_index]) ) * (search_value - input_list[lower_bound_index]) def interpolation_search(ordered_list, term): size_of_list = len(ordered_list) - 1 index_of_first_element = 0 index_of_last_element = size_of_list while index_of_first_element <= index_of_last_element: mid_point = nearest_mid( ordered_list, index_of_first_element, index_of_last_element, term ) if mid_point > index_of_last_element or mid_point < index_of_first_element: return None if ordered_list[mid_point] == term: return mid_point if term > ordered_list[mid_point]: index_of_first_element = mid_point + 1 else: index_of_last_element = mid_point - 1 store = [2, 4, 5, 12, 43, 54, 60, 77] a = interpolation_search(store, 2) print("Index position of value 2 is ", a)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 1,089
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ndef nearest_mid(input_list, lower_bound_index, upper_bound_index, search_value):\n return lower_bound_index + (\n (upper_bound_index - lower_bound_index)\n // (input_list[upper_bound_index] - input_list[lower_bound_index])\n ) * (search_value - input_list[lower_bound_index])\n\n\ndef interpolation_search(ordered_list, term):\n size_of_list = len(ordered_list) - 1\n index_of_first_element = 0\n index_of_last_element = size_of_list\n while index_of_first_element <= index_of_last_element:\n mid_point = nearest_mid(\n ordered_list, index_of_first_element, index_of_last_element, term\n )\n if mid_point > index_of_last_element or mid_point < index_of_first_element:\n return None\n if ordered_list[mid_point] == term:\n return mid_point\n if term > ordered_list[mid_point]:\n index_of_first_element = mid_point + 1\n else:\n index_of_last_element = mid_point - 1\n\n\nstore = [2, 4, 5, 12, 43, 54, 60, 77]\na = interpolation_search(store, 2)\nprint(\"Index position of value 2 is \", a)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0af1366c588c694d1d5fccc2c589b64a4b89883f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.db import models from django.db.models import Q from django.contrib.auth.models import User from django.urls import reverse class ProjectQuerySet(models.QuerySet): def projects_per_user(self, user): return self.filter( Q(project_owner=user.username) ) class Projects(models.Model): project_name = models.CharField(max_length=60)
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project_owner = models.CharField(default=User, max_length=60) project_created = models.DateTimeField(auto_now_add=True) project_description = models.CharField(max_length=255) project_level = models.IntegerField(default=0) objects = ProjectQuerySet.as_manager() def __str__(self): return str(self.pk)
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advanced
|
database
|
code_completion
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Pythoncode:Python
| 2
| 2
| 715
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.db import models\nfrom django.db.models import Q\nfrom django.contrib.auth.models import User\nfrom django.urls import reverse\n\n\nclass ProjectQuerySet(models.QuerySet):\n def projects_per_user(self, user):\n return self.filter(\n Q(project_owner=user.username)\n )\n\n\nclass Projects(models.Model):\n project_name = models.CharField(max_length=60)"}, {"role": "assistant", "content": "\n project_owner = models.CharField(default=User, max_length=60)\n project_created = models.DateTimeField(auto_now_add=True)\n project_description = models.CharField(max_length=255)\n project_level = models.IntegerField(default=0)\n\n objects = ProjectQuerySet.as_manager()\n\n def __str__(self):\n return str(self.pk)"}]
| false
| null | null | null |
0af19b677c50c3526ce7825f2f9c6b76ac47738c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os import unittest from checkov.serverless.checks.function.aws.AdminPolicyDocument import check from checkov.serverless.runner import Runner from checkov.runner_filter import RunnerFilter class TestAdminPolicyDocument(unittest.TestCase): def test_summary(self): runner = Runner() current_dir = os.path.dirname(os.path.realpath(__file__)) # Used in os.environ["sneaky_var"] = "*" test_files_dir = current_dir + "/example_AdminPolicyDocument" report = runner.run(root_folder=test_files_dir, runner_filter=RunnerFilter(checks=[check.id])) summary = report.get_summary() self.assertEqual(summary['passed'], 2, f"Passed checks: {[fc.file_path for fc in report.passed_checks]}") self.assertEqual(summary['failed'], 6, f"Failed checks: {[fc.file_path for fc in report.failed_checks]}") self.assertEqual(summary['skipped'], 0, f"Skipped checks: {[fc.file_path for fc in report.skipped_checks]}") self.assertEqual(summary['parsing_errors'], 0) if __name__ == '__main__': unittest.main()
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Code Review: ❌ Critical issues: Block at line 8 has no indented body ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 18 Unexpected indentation at line 19 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 ✨ Improvements: Add docstring to class 'TestAdminPolicyDocument' Add docstring to function 'test_summary'
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advanced
|
testing
|
code_review
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Pythoncode:Python
| 1
| 1
| 1,164
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\nimport unittest\n\nfrom checkov.serverless.checks.function.aws.AdminPolicyDocument import check\nfrom checkov.serverless.runner import Runner\nfrom checkov.runner_filter import RunnerFilter\n\nclass TestAdminPolicyDocument(unittest.TestCase):\n\n def test_summary(self):\n runner = Runner()\n current_dir = os.path.dirname(os.path.realpath(__file__))\n\n # Used in\n os.environ[\"sneaky_var\"] = \"*\"\n\n test_files_dir = current_dir + \"/example_AdminPolicyDocument\"\n report = runner.run(root_folder=test_files_dir, runner_filter=RunnerFilter(checks=[check.id]))\n summary = report.get_summary()\n\n self.assertEqual(summary['passed'], 2,\n f\"Passed checks: {[fc.file_path for fc in report.passed_checks]}\")\n self.assertEqual(summary['failed'], 6,\n f\"Failed checks: {[fc.file_path for fc in report.failed_checks]}\")\n self.assertEqual(summary['skipped'], 0,\n f\"Skipped checks: {[fc.file_path for fc in report.skipped_checks]}\")\n self.assertEqual(summary['parsing_errors'], 0)\n\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 8 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 18\n Unexpected indentation at line 19\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\n\u2728 Improvements:\n Add docstring to class 'TestAdminPolicyDocument'\n Add docstring to function 'test_summary'"}]
| false
| null | null | null |
0af1a3c68967c05606abe6a22eb2bbc2a17f6f6f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python3 # encoding: utf-8 import os import sys import getopt import logging import shutil import psutil from modules.com_run import ComGenerator from modules.w
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 11: from modules.w Fix: Complete the truncated code structure
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intermediate
|
ui
|
error_detection
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Pythoncode:Python
| 0
| 0
| 171
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python3\n# encoding: utf-8\n\nimport os\nimport sys\nimport getopt\nimport logging\nimport shutil\nimport psutil\nfrom modules.com_run import ComGenerator\nfrom modules.w"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 11: from modules.w\n\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
|
HARD_CUT
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CRITICAL
|
0af230c3ec87bec2b40fe4cc74ba6765304b22f0
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os MODELS_PATH = os.path.join(os.path.dirname(__file__), "models") YOLO_SIZE = 288
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YOLO_TARGET = 9 CORRECTOR_SIZE = 50
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beginner
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machine_learning
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code_completion
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Pythoncode:Python
| 0
| 0
| 137
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\r\n\r\nMODELS_PATH = os.path.join(os.path.dirname(__file__), \"models\")\r\n\r\nYOLO_SIZE = 288"}, {"role": "assistant", "content": "\nYOLO_TARGET = 9\r\n\r\nCORRECTOR_SIZE = 50"}]
| false
| null | null | null |
0af2fa6e42815eb039756485d8f3d3cde750d905
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Load json bulk files into elasticsearch import json import os import time import traceback import elasticsearch from etl.common.store import list_entity_files from etl.common.utils import get_folder_path, get_file_path, create_logger, first, replace_template class ElasticSearchException(Exception): pass # Init Elasticsearch and test connection def init_es_client(url, logger): es_client = elasticsearch.Elasticsearch([url]) try: info = es_client.info() logger.debug('Connected to node "{}" of cluster "{}" on "{}"'.format(info['name'], info['cluster_name'], url)) except elasticsearch.exceptions.ConnectionError as e: logger.error('Connection error: Elasticsearch unavailable on "{}".\nPlease check your configuration'.format(url)) raise e return es_client def check_error(response): if response.get('errors'): raise ElasticSearchException(response) def create_index(es_client, index_name, logger): logger.debug('Creating index "{}"...'.format(index_name)) # Complete this line def delete_index(es_client, index_name, logger): logger.debug('Deleting index "{}"...'.format(index_name)) check_error(es_client.indices.delete(index_name)) def create_template(es_client, es_config, document_type, base_index_name, logger): template_name = 'template_elixir_' + base_index_name template_pattern = base_index_name + '-d*' mapping = es_config['document-mappings'].get(document_type+"_mapping") if not mapping: return logger.debug('Creating template "{}" on pattern "{}"...'.format(template_name, template_pattern)) template_body = {'template': template_pattern, 'mappings': mapping} if 'index-settings' in es_config: template_body['settings'] = es_config['index-settings'] check_error(es_client.indices.put_template(name=template_name, body=template_body)) def bulk_index(es_client, index_name, file_path, logger): file_name = os.path.basename(file_path) logger.debug('Bulk indexing file "{}" in index "{}"...'.format(file_name, index_name)) with open(file_path, 'r') as file: check_error(es_client.bulk(index=index_name, body=file.read(), timeout='2000ms')) def create_alias(es_client, alias_name, base_index_name, logger): logger.debug('Creating alias "{}" for index "{}"'.format(alias_name, base_index_name)) check_error(es_client.indices.put_alias(alias_name, base_index_name)) def get_indices(es_client, base_index_name): indices = es_client.cat.indices(base_index_name + '-d*', params={'h': 'index'}) index_names = list(map(lambda i: i['index'], indices)) index_names.sort(reverse=True) return index_names ... [2 more functiondefs truncated] ...
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The missing line is: check_error(es_client.indices.create(index_name))
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advanced
|
testing
|
fill_in_the_blank
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Pythoncode:Python
| 8
| 1
| 2,781
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Load json bulk files into elasticsearch\nimport json\nimport os\nimport time\nimport traceback\n\nimport elasticsearch\n\nfrom etl.common.store import list_entity_files\nfrom etl.common.utils import get_folder_path, get_file_path, create_logger, first, replace_template\n\n\nclass ElasticSearchException(Exception):\n pass\n\n\n# Init Elasticsearch and test connection\ndef init_es_client(url, logger):\n es_client = elasticsearch.Elasticsearch([url])\n try:\n info = es_client.info()\n logger.debug('Connected to node \"{}\" of cluster \"{}\" on \"{}\"'.format(info['name'], info['cluster_name'], url))\n except elasticsearch.exceptions.ConnectionError as e:\n logger.error('Connection error: Elasticsearch unavailable on \"{}\".\\nPlease check your configuration'.format(url))\n raise e\n return es_client\n\n\ndef check_error(response):\n if response.get('errors'):\n raise ElasticSearchException(response)\n\n\ndef create_index(es_client, index_name, logger):\n logger.debug('Creating index \"{}\"...'.format(index_name))\n # Complete this line\n\n\ndef delete_index(es_client, index_name, logger):\n logger.debug('Deleting index \"{}\"...'.format(index_name))\n check_error(es_client.indices.delete(index_name))\n\n\ndef create_template(es_client, es_config, document_type, base_index_name, logger):\n template_name = 'template_elixir_' + base_index_name\n template_pattern = base_index_name + '-d*'\n\n mapping = es_config['document-mappings'].get(document_type+\"_mapping\")\n if not mapping:\n return\n logger.debug('Creating template \"{}\" on pattern \"{}\"...'.format(template_name, template_pattern))\n\n template_body = {'template': template_pattern, 'mappings': mapping}\n\n if 'index-settings' in es_config:\n template_body['settings'] = es_config['index-settings']\n\n check_error(es_client.indices.put_template(name=template_name, body=template_body))\n\n\ndef bulk_index(es_client, index_name, file_path, logger):\n file_name = os.path.basename(file_path)\n logger.debug('Bulk indexing file \"{}\" in index \"{}\"...'.format(file_name, index_name))\n with open(file_path, 'r') as file:\n check_error(es_client.bulk(index=index_name, body=file.read(), timeout='2000ms'))\n\n\ndef create_alias(es_client, alias_name, base_index_name, logger):\n logger.debug('Creating alias \"{}\" for index \"{}\"'.format(alias_name, base_index_name))\n check_error(es_client.indices.put_alias(alias_name, base_index_name))\n\n\ndef get_indices(es_client, base_index_name):\n indices = es_client.cat.indices(base_index_name + '-d*', params={'h': 'index'})\n index_names = list(map(lambda i: i['index'], indices))\n index_names.sort(reverse=True)\n return index_names\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n check_error(es_client.indices.create(index_name))"}]
| false
| null | null | null |
0af340336c716992b681bade66c39e840439919b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class Base: # TODO: RotatedPole """ Generate instances of ``cartopy.crs``.*name* where *name* matches the instance's class name. Parameters ---------- `load` : Return a Cartopy CRS initialized with defaults from the `centerings` dictionary, overridden by initialization parameters. `_as_mpl_axes` : Return the result of calling cartopy's ``_as_mpl_axes`` for `self.load` called with empty `df` and `centerings`. """ def __init__(self, **kwargs): """Save parameters that initialize Cartopy CRSs.""" self.args = kwargs def load(self, df, centerings): """ A meta-method which abstracts the internals of individual projections' load procedures. Parameters ---------- df : GeoDataFrame The GeoDataFrame which has been passed as input to the plotter at the top level. This data is needed to calculate reasonable centering variables in cases in which the user does not already provide them; which is, incidentally, the reason behind all of this funny twice-instantiation loading in the first place. centerings: dict A dictionary containing names and centering methods. Certain projections have certain centering parameters whilst others lack them. For example, the geospatial projection contains both ``central_longitude`` and ``central_latitude`` instance parameter, which together control the center of the plot, while the North Pole Stereo projection has only a ``central_longitude`` instance parameter, implying that latitude is fixed (as indeed it is, as this projection is centered on the North Pole!). A top-level centerings method is provided in each of the ``geoplot`` top-level plot functions; each of the projection wrapper classes defined here in turn selects the functions from this list relevent to this particular instance and passes them to the ``_generic_load`` method here. We then in turn execute these functions to get defaults for our ``df`` and pass them off to our output ``cartopy.crs`` instance. Returns ------- crs : ``cartopy.crs`` object instance Returns a ``cartopy.crs`` object instance whose appropriate instance variables have been set to reasonable defaults wherever not already provided by the user. """ return getattr(ccrs, self.__class__.__name__)(**{**centerings, **self.args}) ... [5 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 3 Invalid syntax at line 54: ... [5 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 16 Unexpected indentation at line 20 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 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 43 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 ✨ Improvements: Complete the expression on the last line Add closing quote at line 3 Review syntax near the error location
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 2
| 1
| 2,631
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass Base:\n # TODO: RotatedPole\n \"\"\"\n Generate instances of ``cartopy.crs``.*name* where *name* matches the instance's class name.\n\n Parameters\n ----------\n `load` : Return a Cartopy CRS initialized with defaults from the `centerings` dictionary,\n overridden by initialization parameters.\n\n `_as_mpl_axes` : Return the result of calling cartopy's ``_as_mpl_axes`` for `self.load`\n called with empty `df` and `centerings`.\n \"\"\"\n def __init__(self, **kwargs):\n \"\"\"Save parameters that initialize Cartopy CRSs.\"\"\"\n self.args = kwargs\n\n def load(self, df, centerings):\n \"\"\"\n A meta-method which abstracts the internals of individual projections' load procedures.\n\n Parameters\n ----------\n df : GeoDataFrame\n The GeoDataFrame which has been passed as input to the plotter at the top level.\n This data is needed to calculate reasonable centering variables in cases in which the\n user does not already provide them; which is, incidentally, the reason behind all of\n this funny twice-instantiation loading in the first place.\n centerings: dict\n A dictionary containing names and centering methods. Certain projections have certain\n centering parameters whilst others lack them. For example, the geospatial projection\n contains both ``central_longitude`` and ``central_latitude`` instance parameter, which\n together control the center of the plot, while the North Pole Stereo projection has\n only a ``central_longitude`` instance parameter, implying that latitude is fixed (as\n indeed it is, as this projection is centered on the North Pole!).\n\n A top-level centerings method is provided in each of the ``geoplot`` top-level plot\n functions; each of the projection wrapper classes defined here in turn selects the\n functions from this list relevent to this particular instance and passes them to\n the ``_generic_load`` method here.\n\n We then in turn execute these functions to get defaults for our ``df`` and pass them\n off to our output ``cartopy.crs`` instance.\n\n Returns\n -------\n crs : ``cartopy.crs`` object instance\n Returns a ``cartopy.crs`` object instance whose appropriate instance variables have\n been set to reasonable defaults wherever not already provided by the user.\n \"\"\"\n return getattr(ccrs, self.__class__.__name__)(**{**centerings, **self.args})\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 Unterminated string literal at line 3\n Invalid syntax at line 54: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n Unexpected indentation at line 20\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 Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 43\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\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 3\n Review syntax near the error location"}]
| false
| null | null | null |
0af3b89835e63f3225a17831847f039cebf091f8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from .default_handler import StoresHandler class ATTStoresHandler(StoresHandler): def handle_request(self, **kwargs): kwargs.update({'provider': 'att'}) return super(ATTStoresHandler, self).handle_request(**kwargs) def get_url(self, **kwargs):
|
lat = float(kwargs.get('lat')) lon = float(kwargs.get('lon')) sw_corner = "{0},{1}".format(lat - 1, lon - 1) ne_corner = "{0},{1}".format(lat + 1, lon + 1) return self.config[kwargs['provider']]['url'].format(lat=lat, lon=lon, sw_corner=sw_corner, ne_corner=ne_corner)
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 581
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom .default_handler import StoresHandler\n\n\nclass ATTStoresHandler(StoresHandler):\n def handle_request(self, **kwargs):\n kwargs.update({'provider': 'att'})\n return super(ATTStoresHandler, self).handle_request(**kwargs)\n\n def get_url(self, **kwargs):"}, {"role": "assistant", "content": "\n lat = float(kwargs.get('lat'))\n lon = float(kwargs.get('lon'))\n\n sw_corner = \"{0},{1}\".format(lat - 1, lon - 1)\n ne_corner = \"{0},{1}\".format(lat + 1, lon + 1)\n return self.config[kwargs['provider']]['url'].format(lat=lat, lon=lon, sw_corner=sw_corner, ne_corner=ne_corner)"}]
| false
| null | null | null |
0af3c3569db12057875193547cf2329c8c03ae92
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #Leia o ano de nascimento de 7 pessoas e mostre quantas ja atingiram a maioridade e quantas ainda não for c in range(1,8): p=int(input('Qual o ano de seu nascimento? ')) a=2021-p if a>= 18: print('A pessoa numero {} já é maior de idade'.format(c)) else: print('A pessoa numero {} não é maior de idade!'.format(c))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 349
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#Leia o ano de nascimento de 7 pessoas e mostre quantas ja atingiram a maioridade e quantas ainda n\u00e3o\n\n\n\nfor c in range(1,8):\n p=int(input('Qual o ano de seu nascimento? '))\n a=2021-p\n if a>= 18:\n print('A pessoa numero {} j\u00e1 \u00e9 maior de idade'.format(c))\n else:\n print('A pessoa numero {} n\u00e3o \u00e9 maior de idade!'.format(c))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0af3eac5180ad01027c97600a407eb3106203f56
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Provide function to calculate SDE distance @auth: Jungang Zou @date: 2021/05/05 """ def SDE(front, values1, values2): shifted_dict = { for i in front: shifted_dict[i] = [(values1[i], values2[i])] shifted_list = [] for j in front: if i == j: continue else: shifted_list.append((min(values1[i], values1[j]), min(values2[i], values2[j]))) shifted_dict[i].append(shifted_list) return shifted_dict
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 3 • Unclosed '{' at line 11 - expected '}' • SyntaxError: '{' was never closed at line 11 Fixes: • Add closing quote at line 3 • Add closing '}' bracket • Review code syntax
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 558
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\nProvide function to calculate SDE distance\n\n@auth: Jungang Zou\n@date: 2021/05/05\n\"\"\"\n\ndef SDE(front, values1, values2):\n shifted_dict = {\n for i in front:\n shifted_dict[i] = [(values1[i], values2[i])]\n shifted_list = []\n for j in front:\n if i == j:\n continue\n else:\n shifted_list.append((min(values1[i], values1[j]), min(values2[i], values2[j])))\n shifted_dict[i].append(shifted_list)\n return shifted_dict"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '{' at line 11 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 11\n\n Fixes:\n \u2022 Add closing quote at line 3\n \u2022 Add closing '}' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0af473baeece942d5629ff430bbc40a3d23df7c3
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- encoding=utf8 -*- __author__ = "pscly" from airtest.core.api import * from airtest.cli.parser import cli_setup # from douyin import * if not cli_setup(): auto_setup(__file__, logdir=True, devices=[ "android://127.0.0.1:5037/decc8da3?cap_method=MINICAP_STREAM&&ori_method=MINICAPORI&&touch_method=MINITOUCH", ]) # script content print("start...") print("冲冲冲!") print("-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=") print("-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=") print("-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=") wake() # 启动手机 start_app("com.ss.android.ugc.aweme.lite") hua = 0 滑动方向 = 0 while 1: hua += 1 滑动方向 += 1 if hua == 10: touch(Template(r"tpl1607564875731.png", record_pos=(-0.404, -0.67), resolution=(1079, 2340))) sleep(5) swipe((484, 1711),(531,709)) print("-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=") print("-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=") print("-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=") # generate html report # from airtest.report.report import simple_report # simple_report(__file__, logpath=True)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 39 Avoid 'import *' at line 4 - import specific names ✨ Improvements: Line 10 too long (121 chars) - break into multiple lines Remove debug print() at line 16 before production Remove debug print() at line 17 before production Remove debug print() at line 18 before production Remove debug print() at line 19 before production Remove debug print() at line 20 before production Remove debug print() at line 49 before production Remove debug print() at line 50 before production Remove debug print() at line 51 before production
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 0
| 0
| 1,361
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- encoding=utf8 -*-\n__author__ = \"pscly\"\n\nfrom airtest.core.api import *\nfrom airtest.cli.parser import cli_setup\n# from douyin import *\n\nif not cli_setup():\n auto_setup(__file__, logdir=True, devices=[\n \"android://127.0.0.1:5037/decc8da3?cap_method=MINICAP_STREAM&&ori_method=MINICAPORI&&touch_method=MINITOUCH\",\n ])\n\n\n\n# script content\nprint(\"start...\")\nprint(\"\u51b2\u51b2\u51b2!\")\nprint(\"-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=\")\nprint(\"-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=\")\nprint(\"-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=\")\n\n\n\n\n\nwake() # \u542f\u52a8\u624b\u673a\nstart_app(\"com.ss.android.ugc.aweme.lite\")\n\nhua = 0\n\u6ed1\u52a8\u65b9\u5411 = 0 \nwhile 1:\n hua += 1\n \u6ed1\u52a8\u65b9\u5411 += 1\n \n if hua == 10:\n touch(Template(r\"tpl1607564875731.png\", record_pos=(-0.404, -0.67), resolution=(1079, 2340)))\n\n sleep(5)\n swipe((484, 1711),(531,709))\n\n \n\n\n\n\n\n\n\nprint(\"-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=\")\nprint(\"-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=\")\nprint(\"-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=--=-=-=-=-=-=-=-=-=\")\n\n# generate html report\n# from airtest.report.report import simple_report\n# simple_report(__file__, logpath=True)"}, {"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 33\n Unexpected indentation at line 34\n Unexpected indentation at line 39\n Avoid 'import *' at line 4 - import specific names\n\n\u2728 Improvements:\n Line 10 too long (121 chars) - break into multiple lines\n Remove debug print() at line 16 before production\n Remove debug print() at line 17 before production\n Remove debug print() at line 18 before production\n Remove debug print() at line 19 before production\n Remove debug print() at line 20 before production\n Remove debug print() at line 49 before production\n Remove debug print() at line 50 before production\n Remove debug print() at line 51 before production"}]
| false
| null | null | null |
0af494f1b9f9c81499c5786b2c2ea3e48e90635b
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from common_fixtures import * # NOQA import websocket as ws import pytest def get_logs(client): hosts = client.list_host(kind='docker', removed_null=True) assert len(hosts) > 0 in_log = random_str() cmd = '/bin/bash -c "echo {}; sleep 2"'.format(in_log) c = client.create_container(image=TEST_IMAGE_UUID, command=cmd) c = client.wait_success(c) logs = c.logs() return logs, in_log, c def test_logs_token(client): logs, in_log, c = get_logs(client) conn = ws.create_connection(logs.url + '?token='+logs.token) result = conn.recv() assert result is not None assert in_log in result # Complete this line def test_logs_no_token(client): logs, _, c = get_logs(client) with pytest.raises(Exception) as excinfo: ws.create_connection(logs.url) assert 'Handshake status 401' in str(excinfo.value) delete_all(client, [c]) def test_host_api_garbage_token(client): logs, _, c = get_logs(client) with pytest.raises(Exception) as excinfo: ws.create_connection(logs.url+'?token=random.garbage.token') assert 'Handshake status 401' in str(excinfo.value) delete_all(client, [c])
|
The missing line is: delete_all(client, [c])
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 0
| 1,183
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom common_fixtures import * # NOQA\nimport websocket as ws\nimport pytest\n\n\ndef get_logs(client):\n hosts = client.list_host(kind='docker', removed_null=True)\n assert len(hosts) > 0\n in_log = random_str()\n cmd = '/bin/bash -c \"echo {}; sleep 2\"'.format(in_log)\n c = client.create_container(image=TEST_IMAGE_UUID, command=cmd)\n c = client.wait_success(c)\n logs = c.logs()\n return logs, in_log, c\n\n\ndef test_logs_token(client):\n logs, in_log, c = get_logs(client)\n conn = ws.create_connection(logs.url + '?token='+logs.token)\n result = conn.recv()\n assert result is not None\n assert in_log in result\n\n # Complete this line\n\n\ndef test_logs_no_token(client):\n logs, _, c = get_logs(client)\n with pytest.raises(Exception) as excinfo:\n ws.create_connection(logs.url)\n assert 'Handshake status 401' in str(excinfo.value)\n delete_all(client, [c])\n\n\ndef test_host_api_garbage_token(client):\n logs, _, c = get_logs(client)\n with pytest.raises(Exception) as excinfo:\n ws.create_connection(logs.url+'?token=random.garbage.token')\n assert 'Handshake status 401' in str(excinfo.value)\n delete_all(client, [c])"}, {"role": "assistant", "content": "The missing line is:\n delete_all(client, [c])"}]
| false
| null | null | null |
0af54c84e47849c156e92dd294fed072b3ed4861
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def conv1x1(in_planes, out_planes, stride=1, input_signed=True, predictive_forward=True, writer_prefix=""): "1x1 convolution with no padding" predictive_forward = PREDICTIVE_FORWARD and predictive_forward return PredictiveSeedConv2d( in_planes, out_planes, kernel_size=1, stride=stride, padding=0, bias=False, num_bits=NUM_BITS, num_bits_weight=NUM_BITS_WEIGHT, num_bits_grad=NUM_BITS_GRAD, biprecision=BIPRECISION, input_signed=input_signed, predictive_forward=predictive_forward, predictive_backward=PREDICTIVE_BACKWARD, msb_bits=MSB_BITS, msb_bits_weight=MSB_BITS_WEIGHT, msb_bits_grad=MSB_BITS_GRAD, threshold=THRESHOLD, sparsify=SPARSIFY, sign=SIGN, writer=WRITER, writer_prefix=writer_prefix) def conv3x3(in_planes, out_planes, stride=1, input_signed=False, predictive_forward=True, writer_prefix=""): "3x3 convolution with padding" predictive_forward = PREDICTIVE_FORWARD and predictive_forward return Pre
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 2
| 994
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef conv1x1(in_planes, out_planes, stride=1, input_signed=True, predictive_forward=True, writer_prefix=\"\"):\n \"1x1 convolution with no padding\"\n predictive_forward = PREDICTIVE_FORWARD and predictive_forward\n return PredictiveSeedConv2d(\n in_planes, out_planes, kernel_size=1, stride=stride, padding=0, bias=False,\n num_bits=NUM_BITS, num_bits_weight=NUM_BITS_WEIGHT, num_bits_grad=NUM_BITS_GRAD,\n biprecision=BIPRECISION, input_signed=input_signed,\n predictive_forward=predictive_forward, predictive_backward=PREDICTIVE_BACKWARD,\n msb_bits=MSB_BITS, msb_bits_weight=MSB_BITS_WEIGHT, msb_bits_grad=MSB_BITS_GRAD,\n threshold=THRESHOLD, sparsify=SPARSIFY, sign=SIGN,\n writer=WRITER, writer_prefix=writer_prefix)\n\n\ndef conv3x3(in_planes, out_planes, stride=1, input_signed=False, predictive_forward=True, writer_prefix=\"\"):\n \"3x3 convolution with padding\"\n predictive_forward = PREDICTIVE_FORWARD and predictive_forward\n return Pre"}, {"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
|
0af5f234889bb24214fc2ee681419b82d7cdaceb
|
TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: from pyspark.sql import Row from snorkel.labeling.lf import labeling_function from snorkel.labeling.lf.nlp_spark import spark_nlp_labeling_function from snorkel.preprocess import preprocessor from drybell_lfs import load_celebrity_knowledge_base ABSTAIN = -1 NEGATIVE = 0 POSITIVE = 1 @preprocessor() def combine_text(x): return Row(title=x.title, body=x.body, article=f"{x.title} {x.body}") @spark_nlp_labeling_function(text_field="article", pre=[combine_text]) def article_mentions_person(x): for ent in x.doc.ents: if ent.label_ = "PERSON": return ABSTAIN return NEGATIVE @spark_nlp_labeling_function( text_field="article", pre=[combine_text], resources=dict(celebrity_knowledge_base=load_celebrity_knowledge_base()), ) def person_in_db(x, celebrity_knowledge_base): for ent in x.doc.ents: if ent.label_ == "PERSON" and ent.text.lower() in celebrity_knowledge_base: return POSITIVE return ABSTAIN @labeling_function() def body_contains_fortune(x): return POSITIVE if "fortune" in x.body else ABSTAIN
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Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • SyntaxError: cannot assign to attribute here. Maybe you meant '==' instead of '='? at line 21 Fix: Change operator back to correct one
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intermediate
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database
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error_detection
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Pythoncode:Python
| 4
| 0
| 1,089
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom pyspark.sql import Row\nfrom snorkel.labeling.lf import labeling_function\nfrom snorkel.labeling.lf.nlp_spark import spark_nlp_labeling_function\nfrom snorkel.preprocess import preprocessor\n\nfrom drybell_lfs import load_celebrity_knowledge_base\n\nABSTAIN = -1\nNEGATIVE = 0\nPOSITIVE = 1\n\n\n@preprocessor()\ndef combine_text(x):\n return Row(title=x.title, body=x.body, article=f\"{x.title} {x.body}\")\n\n\n@spark_nlp_labeling_function(text_field=\"article\", pre=[combine_text])\ndef article_mentions_person(x):\n for ent in x.doc.ents:\n if ent.label_ = \"PERSON\":\n return ABSTAIN\n return NEGATIVE\n\n\n@spark_nlp_labeling_function(\n text_field=\"article\",\n pre=[combine_text],\n resources=dict(celebrity_knowledge_base=load_celebrity_knowledge_base()),\n)\ndef person_in_db(x, celebrity_knowledge_base):\n for ent in x.doc.ents:\n if ent.label_ == \"PERSON\" and ent.text.lower() in celebrity_knowledge_base:\n return POSITIVE\n return ABSTAIN\n\n\n@labeling_function()\ndef body_contains_fortune(x):\n return POSITIVE if \"fortune\" in x.body else ABSTAIN"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 SyntaxError: cannot assign to attribute here. Maybe you meant '==' instead of '='? at line 21\n\n Fix: Change operator back to correct one"}]
| true
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logical
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WRONG_OPERATOR
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CRITICAL
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0af634a53b2ebcc4683b0c1863c9043af5a4905d
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TheStack--python--000.parquet
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