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Fix this broken Pythoncode:Python code: # Generated by Django 3.1.7 on 2021-03-27 18:22 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('HackBitApp', '0002_company_photo'), ] operations = [ migrations.CreateModel( name='Roadmap', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('company_name', models.CharField(db_index=True, max_leng Error: SyntaxError / EOF
|
Fixed Code: # Generated by Django 3.1.7 on 2021-03-27 18:22 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('HackBitApp', '0002_company_photo'), ] operations = [ migrations.CreateModel( name='Roadmap', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('company_name', models.CharField(db_index=True, max_length=200, unique=True)), ('photo1', models.ImageField(upload_to='photos/company/roadmap')), ('photo2', models.ImageField(blank=True, upload_to='photos/company/roadmap')), ('photo3', models.ImageField(blank=True, upload_to='photos/company/roadmap')), Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 494
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Generated by Django 3.1.7 on 2021-03-27 18:22\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('HackBitApp', '0002_company_photo'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Roadmap',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('company_name', models.CharField(db_index=True, max_leng\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Generated by Django 3.1.7 on 2021-03-27 18:22\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('HackBitApp', '0002_company_photo'),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Roadmap',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('company_name', models.CharField(db_index=True, max_length=200, unique=True)),\n ('photo1', models.ImageField(upload_to='photos/company/roadmap')),\n ('photo2', models.ImageField(blank=True, upload_to='photos/company/roadmap')),\n ('photo3', models.ImageField(blank=True, upload_to='photos/company/roadmap')),\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e05606e62a7f260ca58d2f3413562fa3ee898b64
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Wed Jul 22 14:36:48 2020 @author: matth """ import autograd.numpy as np #%% Kernel operations # Returns the norm of the pairwise difference def norm_matrix(matrix_1, matrix_2): norm_square_1 = np.sum(np.square(matrix_1), axis = 1)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: โข Unterminated string literal at line 2 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 276
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Wed Jul 22 14:36:48 2020\n\n@author: matth\n\"\"\"\n\nimport autograd.numpy as np\n#%% Kernel operations\n\n# Returns the norm of the pairwise difference\ndef norm_matrix(matrix_1, matrix_2):\n norm_square_1 = np.sum(np.square(matrix_1), axis = 1)"}, {"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 2\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e0573523b4d451bef7e8afb67ef1d49c8d3db2d3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import json from wptserve.utils import isomorphic_decode def main(request, response): origin = request.GET.first(b"origin", request.headers.get(b'origin') or b'none') if b"check" in request.GET: token = request.GET.first(b"token") value = request.server.stash.take(token) if value is not None: if request.GET.first(b"check", None) == b"keep": request.server.stash.put(token, value) body = u"1" else: body = u"0" return [(b"Content-Type", b"text/plain")], body if origin != b'none': response.headers.set(b"Access-Control-Allow-Origin", origin) if b'origin2' in request.GET: response.headers.append(b"Access-Control-Allow-Origin", request.GET.first(b'origin2')) #Preflight if b'headers' in request.GET: response.headers.set(b"Access-Control-Allow-Headers", request.GET.first(b'headers')) if b'credentials' in request.GET: response.headers.set(b"Access-Control-Allow-Credentials", request.GET.first(b'credentials'))
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,070
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport json\n\nfrom wptserve.utils import isomorphic_decode\n\ndef main(request, response):\n origin = request.GET.first(b\"origin\", request.headers.get(b'origin') or b'none')\n\n if b\"check\" in request.GET:\n token = request.GET.first(b\"token\")\n value = request.server.stash.take(token)\n if value is not None:\n if request.GET.first(b\"check\", None) == b\"keep\":\n request.server.stash.put(token, value)\n body = u\"1\"\n else:\n body = u\"0\"\n return [(b\"Content-Type\", b\"text/plain\")], body\n\n\n if origin != b'none':\n response.headers.set(b\"Access-Control-Allow-Origin\", origin)\n if b'origin2' in request.GET:\n response.headers.append(b\"Access-Control-Allow-Origin\", request.GET.first(b'origin2'))\n\n #Preflight\n if b'headers' in request.GET:\n response.headers.set(b\"Access-Control-Allow-Headers\", request.GET.first(b'headers'))\n if b'credentials' in request.GET:\n response.headers.set(b\"Access-Control-Allow-Credentials\", request.GET.first(b'credentials'))"}, {"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
|
e0576a003dfb918c45d8ae2afa80c98a64287387
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 from pythonosc import osc_bundle_builder from pythonosc import osc_message_builder from pythonosc import udp_client from .device import DeviceObj # OSC Grid Object class OSCGrid(DeviceObj): def __init__(self, name, width, height, ip, port, bri=1): DeviceObj.__init__(self, name, "osc_grid", width, height) self.buffer = [] self.brightness = bri self.osc = udp_client.SimpleUDPClient(ip, port) def set(self, r, g, b, x=0, y=0): DeviceObj.set(self, r, g, b, x, y) # Set Pixel builder = osc_message_builder.OscMessageBuilder(address="/light/{0}/{1}/color".format(x, y)) builder.add_arg(r) builder.add_arg(g) builder.add_arg(b) self.buffer.append(builder.build()) def show(self): DeviceObj.show(self) # Update Display bundle = osc_bundle_builder.OscBundleBuilder(0) for m in self.buffer: bundle.add_content(m) self.osc.send(bundle.build()) self.buffer.clear()
|
Code Review: โ ๏ธ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 23 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 35 โจ Improvements: Add docstring to class 'OSCGrid' Add docstring to function '__init__' Add docstring to function 'set' Add docstring to function 'show'
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 3
| 1
| 1,053
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nfrom pythonosc import osc_bundle_builder\nfrom pythonosc import osc_message_builder\nfrom pythonosc import udp_client\n\nfrom .device import DeviceObj\n\n# OSC Grid Object\nclass OSCGrid(DeviceObj):\n def __init__(self, name, width, height, ip, port, bri=1):\n DeviceObj.__init__(self, name, \"osc_grid\", width, height)\n\n self.buffer = []\n self.brightness = bri\n\n self.osc = udp_client.SimpleUDPClient(ip, port)\n\n def set(self, r, g, b, x=0, y=0):\n DeviceObj.set(self, r, g, b, x, y)\n\n # Set Pixel\n builder = osc_message_builder.OscMessageBuilder(address=\"/light/{0}/{1}/color\".format(x, y))\n\n builder.add_arg(r)\n builder.add_arg(g)\n builder.add_arg(b)\n\n self.buffer.append(builder.build())\n\n def show(self):\n DeviceObj.show(self)\n\n # Update Display\n bundle = osc_bundle_builder.OscBundleBuilder(0)\n\n for m in self.buffer:\n bundle.add_content(m)\n\n self.osc.send(bundle.build())\n\n self.buffer.clear()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 23\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 35\n\n\u2728 Improvements:\n Add docstring to class 'OSCGrid'\n Add docstring to function '__init__'\n Add docstring to function 'set'\n Add docstring to function 'show'"}]
| false
| null | null | null |
e057de6d96dbc248f4a0c02caf3e3c52ad4ff136
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from .app import db class Project(db.Model): __tablename__ = 'projects' id = db.Column(db.Integer,primary_key=True,autoincrement=True) project_name = db.Column(db.String(64),unique=True,index=True) def to_dict(self): mydict = { 'id': self.id, 'project_name': self.project_name } return mydict def __repr__(self): return '<Project %r>' % self.__name__ class Item(db.Model): __tablename__ = 'Items' id = db.Column(db.Integer, primary_key=True,autoincrement=True) project_id = db.Column(db.Integer) key = db.Column(db.String(64),nullable=False) value = db.Column(db.String(64),nullable=False) def to_dict(self): mydict = { 'id': self.id, 'project_id': self.project_id, 'key': self.key, 'value': self.value } return mydict def __repr__(self): return '<Item %r>' % self.__name__
|
Functions: to_dict, __repr__, to_dict, __repr__ Classes: Project, Item This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 4
| 2
| 965
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom .app import db\nclass Project(db.Model):\n __tablename__ = 'projects'\n id = db.Column(db.Integer,primary_key=True,autoincrement=True)\n project_name = db.Column(db.String(64),unique=True,index=True)\n\n def to_dict(self):\n mydict = {\n 'id': self.id,\n 'project_name': self.project_name\n\n }\n return mydict\n\n def __repr__(self):\n return '<Project %r>' % self.__name__\n\nclass Item(db.Model):\n __tablename__ = 'Items'\n id = db.Column(db.Integer, primary_key=True,autoincrement=True)\n project_id = db.Column(db.Integer)\n key = db.Column(db.String(64),nullable=False)\n value = db.Column(db.String(64),nullable=False)\n\n def to_dict(self):\n mydict = {\n 'id': self.id,\n 'project_id': self.project_id,\n 'key': self.key,\n 'value': self.value\n }\n return mydict\n def __repr__(self):\n return '<Item %r>' % self.__name__"}, {"role": "assistant", "content": " Functions: to_dict, __repr__, to_dict, __repr__\n Classes: Project, Item\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e0581bc2242266c4f411267aa587a7bfd0afc840
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from iron_cache import * import unittest import requests class TestIronCache(unittest.TestCase): def setUp(self): self.cache = IronCache("test_cache") def test_get(self): self.cache.put("test_item", "testing") item = self.cache.get("test_item") self.assertEqual(item.value, "testing") def test_delete(self): self.cache.put("test_item", "will be deleted") self.cache.delete("test_item") self.assertRaisesrequests.exceptions.HTTPError, self.cache.get, "test_item") def test_increment(self): self.cache.put("test_item", 2) self.cache.increment("test_item") item = self.cache.get("test_item") self.assertEqual(item.value, 3) self.cache.increment("test_item", amount=42) item = self.cache.get("test_item") self.assertEqual(item.value, 45) def test_decrement(self): self.cache.put("test_item", 100) self.cache.decrement("test_item") item = self.cache.get("test_item") self.assertEqual(item.value, 99) self.cache.decrement("test_item", amount=98) item = self.cache.get("test_item") self.assertEqual(item.value, 1) if __name__ == '__main__': unittest.main()
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: โข Unmatched closing bracket ')' at line 19 โข Block at line 5 has no indented body โข IndentationError at line 19 Fix: Add missing '(' bracket at line 18
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,273
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom iron_cache import *\nimport unittest\nimport requests\n\nclass TestIronCache(unittest.TestCase):\n\n def setUp(self):\n self.cache = IronCache(\"test_cache\")\n\n def test_get(self):\n self.cache.put(\"test_item\", \"testing\")\n item = self.cache.get(\"test_item\")\n self.assertEqual(item.value, \"testing\")\n \n def test_delete(self):\n self.cache.put(\"test_item\", \"will be deleted\")\n self.cache.delete(\"test_item\")\n self.assertRaisesrequests.exceptions.HTTPError,\n self.cache.get, \"test_item\")\n\n def test_increment(self):\n self.cache.put(\"test_item\", 2)\n self.cache.increment(\"test_item\")\n item = self.cache.get(\"test_item\")\n self.assertEqual(item.value, 3)\n self.cache.increment(\"test_item\", amount=42)\n item = self.cache.get(\"test_item\")\n self.assertEqual(item.value, 45)\n\n def test_decrement(self):\n self.cache.put(\"test_item\", 100)\n self.cache.decrement(\"test_item\")\n item = self.cache.get(\"test_item\")\n self.assertEqual(item.value, 99)\n self.cache.decrement(\"test_item\", amount=98)\n item = self.cache.get(\"test_item\")\n self.assertEqual(item.value, 1)\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unmatched closing bracket ')' at line 19\n \u2022 Block at line 5 has no indented body\n \u2022 IndentationError at line 19\n\n Fix: Add missing '(' bracket at line 18"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e05894d94e1647d1250203e64a76b21248195718
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # __BEGIN_LICENSE__ # Copyright (c) 2009-2013, United States Government as represented by the # Administrator of the National Aeronautics and Space Administration. All # rights reserved. # # The NGT platform is 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. # __END_LICENSE__ """ Basic functions for working with images on disk. """ import sys, os, re, subprocess, string, time, errno import asp_string_utils def stripRgbImageAlphaChannel(inputPath, outputPath): """Makes an RGB copy of an RBGA image""" cmd = 'gdal_translate ' + inputPath + ' ' + outputPath + ' -b 1 -b 2 -b 3 -co "COMPRESS=LZW" -co "TILED=YES" -co "BLOCKXSIZE=256" -co "BLOCKYSIZE=256"' print cmd os.system(cmd) def getImageSize(imagePath): """Returns the size [samples, lines] in an image""" # Make sure the input file exists if not os.path.exists(imagePath): raise Exception('Image file ' + imagePath + ' not found!') # Use subprocess to suppress the command output ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: โข Complete the truncated code structure Example continuation: cmd = ['gdalinfo', imagePath] p = subprocess.Popen(cmd, stdout=subprocess.PIPE) textOutput, err = p.communicate() # Extract the size from the text
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 1,540
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n# __BEGIN_LICENSE__\n# Copyright (c) 2009-2013, United States Government as represented by the\n# Administrator of the National Aeronautics and Space Administration. All\n# rights reserved.\n#\n# The NGT platform is licensed under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance with the\n# License. You may obtain a copy of the License at\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# __END_LICENSE__\n\n\"\"\"\nBasic functions for working with images on disk.\n\"\"\"\n\nimport sys, os, re, subprocess, string, time, errno\n\nimport asp_string_utils\n\n\ndef stripRgbImageAlphaChannel(inputPath, outputPath):\n \"\"\"Makes an RGB copy of an RBGA image\"\"\"\n cmd = 'gdal_translate ' + inputPath + ' ' + outputPath + ' -b 1 -b 2 -b 3 -co \"COMPRESS=LZW\" -co \"TILED=YES\" -co \"BLOCKXSIZE=256\" -co \"BLOCKYSIZE=256\"'\n print cmd\n os.system(cmd)\n\n\n\ndef getImageSize(imagePath):\n \"\"\"Returns the size [samples, lines] in an image\"\"\"\n\n # Make sure the input file exists\n if not os.path.exists(imagePath):\n raise Exception('Image file ' + imagePath + ' not found!')\n \n # Use subprocess to suppress the command output\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 cmd = ['gdalinfo', imagePath]\n p = subprocess.Popen(cmd, stdout=subprocess.PIPE)\n textOutput, err = p.communicate()\n\n # Extract the size from the text"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e059b01690fb071d4b03811c7664f63e0007961b
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python import argparse DELIMITER = "\t" def merge(genotypes_filename, gq_filename, merged_filename): with open(genotypes_filename, "r") as genotypes, open(gq_filename, "r") as gq, open(merged_filename, "w") as merged: # Integrity check: do the files have same columns? genotypes_header = genotypes.readline().rstrip().split(DELIMITER) gq_header = gq.readline().rstrip().split(DELIMITER) if not genotypes_header == gq_header: raise ValueError("The files do not have same number/order of columns") n_cols = len(gq_header) for genotypes_line, gq_line in zip(genotypes, gq): x = genotypes_line.rstrip().split(DELIMITER) y = gq_line.rstrip( ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: โข Complete the truncated code structure Example continuation: # Check if lines in the files are in the correct order. if not x[0:4] == y[0:4]: raise ValueError(f"The lines in the files are not in the same order; " f"expected the following lines to match.\n{x[0:4]}\n{y[0:4]}")
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 745
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport argparse\n\n\nDELIMITER = \"\\t\"\n\n\ndef merge(genotypes_filename, gq_filename, merged_filename):\n with open(genotypes_filename, \"r\") as genotypes, open(gq_filename, \"r\") as gq, open(merged_filename, \"w\") as merged:\n\n # Integrity check: do the files have same columns?\n genotypes_header = genotypes.readline().rstrip().split(DELIMITER)\n gq_header = gq.readline().rstrip().split(DELIMITER)\n if not genotypes_header == gq_header:\n raise ValueError(\"The files do not have same number/order of columns\")\n\n n_cols = len(gq_header)\n for genotypes_line, gq_line in zip(genotypes, gq):\n x = genotypes_line.rstrip().split(DELIMITER)\n y = gq_line.rstrip(\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 # Check if lines in the files are in the correct order.\n if not x[0:4] == y[0:4]:\n raise ValueError(f\"The lines in the files are not in the same order; \"\n f\"expected the following lines to match.\\n{x[0:4]}\\n{y[0:4]}\")"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e05b4851d3707561c8c65e7a4b20ce903889be85
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import tweepy import traceback import time import pymongo from tweepy import OAuthHandler from pymongo import MongoClient from pymongo.cursor import CursorType def crawllTwit(snsname, findtag): account = snsname tweets = api.user_timeline(screen_name=account, count=100, include_rts=False, exclude_replies=True, tweet_mode='extended') snsList = [] snsTime = [] url = [] pic = [] i = 0 for tweet in tweets: flag = tweet.full_text.find(findtag) if flag >= 0: ttp = tweet.full_text.split("https://") gong = "" count = 0 for slist in ttp: if count == (len(ttp) - 1): break gong = gong + slist count += 1 snsList.append(gong) snsTime.append(tweet.created_at) tmp = f"https://twitter.com/{tweet.user.screen_name}/status/{tweet.id}" url.append(tmp) i += 1 media = tweet.entities.get('media', []) if (len(media) > 0): pic.append(media[0]['media_url']) else: pic.append("") # Complete this line j = 0 while j < len(snsList): if j == 10: break snsList[j] = snsList[j].replace('<', '<') snsList[j] = snsList[j].replace('>', '>') snsList[j] = snsList[j].replace('โถ๏ธ', ' โ ') j += 1 mydb = my_client['TwoRolless'] mycol = mydb['sns'] for k in range(0, len(snsList)): if k == 15: break x = mycol.insert_one( { "tag": findtag, "time": snsTime[k], "text": snsList[k], "img": pic[k], "url": url[k] } ) conn_str = "" my_client = pymongo.MongoClient(conn_str) if __name__ == '__main__': while True: print("cycles start") mydb = my_client['TwoRolless'] mycol = mydb['sns'] mycol.remove({}) crawllTwit("@m_thelastman", "๋๋ผ์คํธ๋งจ") crawllTwit("@Musical_NarGold", "๋๋ฅด์น์ค์_๊ณจ๋๋ฌธํธ") crawllTwit("@rndworks", "๋๋ฐ๋น") crawllTwit("@ninestory9", "์๋ฆฌํํธ์ก") crawllTwit("@companyrang", "์ฟ ๋ก์ด์ ํ์๋๊ฐ์ด๊ณ ์์๊น") crawllTwit("@companyrang", "๋์์ด๋ค") crawllTwit("@page1company", "๊ณคํฌ๋ชจ๋ก์ฐ") crawllTwit("@HONGcompany", "๋๋ชจ๋จผํธ") crawllTwit("@orchardmusical", "์น ์น ") crawllTwit("@livecorp2011", "ํฌ๋ ํฐ") crawllTwit("@shownote", "์ ํ๋งจ์ค๊ฐ์ด๋") crawllTwit("@od_musical", "์งํฌ์คํ์ด๋") crawllTwit("@kontentz", "์๋ฉ๋
ธํธ") crawllTwit("@i_seensee", "๋น๋ฆฌ") crawllTwit("@doublek_ent", "์ํ์ฒ ๋์") crawllTwit("@Insight_Since96", "๋ฑํ์ด์ด์๋") print("cycle end") print("sleep 30 seconds") time.sleep(30) print("sleep end")
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The missing line is:
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intermediate
|
api
|
fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 2,824
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport tweepy\nimport traceback\nimport time\nimport pymongo\nfrom tweepy import OAuthHandler\nfrom pymongo import MongoClient\nfrom pymongo.cursor import CursorType\n\ndef crawllTwit(snsname, findtag):\n account = snsname\n tweets = api.user_timeline(screen_name=account, count=100, include_rts=False, exclude_replies=True, tweet_mode='extended')\n\n snsList = []\n snsTime = []\n url = []\n pic = []\n\n i = 0\n for tweet in tweets:\n flag = tweet.full_text.find(findtag)\n if flag >= 0:\n ttp = tweet.full_text.split(\"https://\")\n gong = \"\"\n count = 0\n for slist in ttp:\n if count == (len(ttp) - 1):\n break\n gong = gong + slist\n count += 1\n snsList.append(gong)\n snsTime.append(tweet.created_at)\n tmp = f\"https://twitter.com/{tweet.user.screen_name}/status/{tweet.id}\"\n url.append(tmp)\n i += 1\n media = tweet.entities.get('media', [])\n if (len(media) > 0):\n pic.append(media[0]['media_url'])\n else:\n pic.append(\"\")\n # Complete this line\n j = 0\n while j < len(snsList):\n if j == 10:\n break\n snsList[j] = snsList[j].replace('<', '<')\n snsList[j] = snsList[j].replace('>', '>')\n snsList[j] = snsList[j].replace('\u25b6\ufe0f', ' \u21d2 ')\n j += 1\n\n mydb = my_client['TwoRolless']\n mycol = mydb['sns']\n\n for k in range(0, len(snsList)):\n if k == 15:\n break\n x = mycol.insert_one(\n {\n \"tag\": findtag,\n \"time\": snsTime[k],\n \"text\": snsList[k],\n \"img\": pic[k],\n \"url\": url[k]\n }\n )\n\n\nconn_str = \"\"\nmy_client = pymongo.MongoClient(conn_str)\n\nif __name__ == '__main__':\n while True:\n print(\"cycles start\")\n mydb = my_client['TwoRolless']\n mycol = mydb['sns']\n mycol.remove({})\n crawllTwit(\"@m_thelastman\", \"\ub354\ub77c\uc2a4\ud2b8\ub9e8\")\n crawllTwit(\"@Musical_NarGold\", \"\ub098\ub974\uce58\uc2a4\uc640_\uace8\ub4dc\ubb38\ud2b8\")\n crawllTwit(\"@rndworks\", \"\ub354\ub370\ube4c\")\n crawllTwit(\"@ninestory9\", \"\uc5d8\ub9ac\ud380\ud2b8\uc1a1\")\n crawllTwit(\"@companyrang\", \"\ucfe0\ub85c\uc774\uc800\ud0dd\uc5d4\ub204\uac00\uc0b4\uace0\uc788\uc744\uae4c\")\n crawllTwit(\"@companyrang\", \"\ub09c\uc7c1\uc774\ub4e4\")\n crawllTwit(\"@page1company\", \"\uace4\ud22c\ubaa8\ub85c\uc6b0\")\n crawllTwit(\"@HONGcompany\", \"\ub354\ubaa8\uba3c\ud2b8\")\n crawllTwit(\"@orchardmusical\", \"\uce60\uce60\")\n crawllTwit(\"@livecorp2011\", \"\ud32c\ub808\ud130\")\n crawllTwit(\"@shownote\", \"\uc820\ud2c0\ub9e8\uc2a4\uac00\uc774\ub4dc\")\n crawllTwit(\"@od_musical\", \"\uc9c0\ud0ac\uc564\ud558\uc774\ub4dc\")\n crawllTwit(\"@kontentz\", \"\uc5d4\ub529\ub178\ud2b8\")\n crawllTwit(\"@i_seensee\", \"\ube4c\ub9ac\")\n crawllTwit(\"@doublek_ent\", \"\uc740\ud558\ucca0\ub3c4\uc758\")\n crawllTwit(\"@Insight_Since96\", \"\ubc40\ud30c\uc774\uc5b4\uc544\ub354\")\n print(\"cycle end\")\n print(\"sleep 30 seconds\")\n time.sleep(30)\n print(\"sleep end\")"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
e05cac875b2516b4ba7c777d72d8ac768173cf38
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/env python """Handles Earth Engine service account configuration.""" import ee # The service account email address authorized by your Google contact. # Set up a service account as described in the README. EE_ACCOUNT = 'your-service-account-id@developer.gserviceaccount.com' # The private key associated with your service account in Privacy Enhanced
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# Email format (.pem suffix). To convert a private key from the RSA format # (.p12 suffix) to .pem, run the openssl command like this: # openssl pkcs12 -in downloaded-privatekey.p12 -nodes -nocerts > privatekey.pem EE_PRIVATE_KEY_FILE = 'privatekey.pem' EE_CREDENTIALS = ee.ServiceAccountCredentials(EE_ACCOUNT, EE_PRIVATE_KEY_FILE)
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intermediate
|
database
|
code_completion
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Pythoncode:Python
| 0
| 0
| 698
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\"Handles Earth Engine service account configuration.\"\"\"\n\nimport ee\n\n# The service account email address authorized by your Google contact.\n# Set up a service account as described in the README.\nEE_ACCOUNT = 'your-service-account-id@developer.gserviceaccount.com'\n\n# The private key associated with your service account in Privacy Enhanced"}, {"role": "assistant", "content": "\n# Email format (.pem suffix). To convert a private key from the RSA format\n# (.p12 suffix) to .pem, run the openssl command like this:\n# openssl pkcs12 -in downloaded-privatekey.p12 -nodes -nocerts > privatekey.pem\nEE_PRIVATE_KEY_FILE = 'privatekey.pem'\n\nEE_CREDENTIALS = ee.ServiceAccountCredentials(EE_ACCOUNT, EE_PRIVATE_KEY_FILE)"}]
| false
| null | null | null |
e05cbd467aaeb3118a784785e85a274a27c23842
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ Demonstration of numbers in Python """ # Python has an integer type called int print("int") print("---") print(0) print(1) print(-3) print(70383028364830) print("") # Python has a real number type called float print("float") print("-----") print(0.0) print(7.35) print(-43.2) print("") # Limited precision print("Precision") print("---------") print(4.56372883832331773) print(1.23456789012345678) print("") # Scientific/exponential notation print("Scientific notation") print("-------------------") print(5e32) print(999999999999999999999999999999999999999.9) print("") # Infinity print("Infinity") print("--------") print(1e500) print(-1e500) print("") # Conversions print("Conversions between numeric types") print("---------------------------------") print(float(3)) print(float(99999999999999999999999999999999999999)) print(int(3.0)) print(int(3.7)) print(int(-3.7)) """ Demonstration of simple arithmetic expressions in Python """ # Unary + and - print("Unary operators") print(+3) print(-5) print(+7.86) print(-3348.63) print("") # Simple arithmetic print("Addition and Subtraction") print(1 + 2) print(48 - 89) print(3.45 + 2.7) print(87.3384 - 12.35) print(3 + 6.7) print(9.8 - 4) print("") print("Multiplication") print(3 * 2) print(7.8 * 27.54) print(7 * 8.2) print("") print("Division") print(8 / 2) print(3 / 2) print(7.538 / 14.3) print(8 // 2) print(3 // 2) print(7.538 // 14.3) print("") print("Exponentiation") print(3 ** 2) print(5 ** 4) print(32.6 ** 7) print(9 ** 0.5) """ Demonstration of compound arithmetic expressions in Python """ # Expressions can include multiple operations print("Compound expressions") print(3 + 5 + 7 + 27) #Operator with same precedence are evaluated from left to right print(18 - 6 + 4) print("") # Operator precedence defines how expressions are evaluated print("Operator precedence") print(7 + 3 * 5) print(5.5 * 6 // 2 + 8) print(-3 ** 2) print("") # Use parentheses to change evaluation order print("Grouping with parentheses") print((7 + 3) * 5) print(5.5 * ((6 // 2) + 8)) print((-3) ** 2) """ Demonstration of the use of variables and how to assign values to them. """ # The = operator can be used to assign values to variables bakers_dozen = 12 + 1 temperature = 93 # Variables can be used as values and in expressions print(temperature, bakers_dozen) print("celsius:", (temperature - 32) * 5 / 9) print("fahrenheit:", float(temperature)) # You can assign a different value to an existing variable temperature = 26 print("new value:", temperature) # Multiple variables can be used in arbitrary expressions offset = 32 multiplier = 5.0 / 9.0 celsius = (temperature - offset) * multiplier print("celsius value:", celsius)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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general
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refactoring
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Pythoncode:Python
| 0
| 0
| 2,716
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nDemonstration of numbers in Python\n\"\"\"\n\n# Python has an integer type called int\nprint(\"int\")\nprint(\"---\")\nprint(0)\nprint(1)\nprint(-3)\nprint(70383028364830)\n\nprint(\"\")\n\n# Python has a real number type called float\nprint(\"float\")\nprint(\"-----\")\nprint(0.0)\nprint(7.35)\nprint(-43.2)\n\nprint(\"\")\n\n# Limited precision\nprint(\"Precision\")\nprint(\"---------\")\nprint(4.56372883832331773)\nprint(1.23456789012345678)\n\nprint(\"\")\n\n# Scientific/exponential notation\nprint(\"Scientific notation\")\nprint(\"-------------------\")\nprint(5e32)\nprint(999999999999999999999999999999999999999.9)\n\nprint(\"\")\n\n# Infinity\nprint(\"Infinity\")\nprint(\"--------\")\nprint(1e500)\nprint(-1e500)\n\nprint(\"\")\n\n# Conversions\nprint(\"Conversions between numeric types\")\nprint(\"---------------------------------\")\nprint(float(3))\nprint(float(99999999999999999999999999999999999999))\nprint(int(3.0))\nprint(int(3.7))\nprint(int(-3.7))\n\n\"\"\"\nDemonstration of simple arithmetic expressions in Python\n\"\"\"\n\n# Unary + and -\nprint(\"Unary operators\")\nprint(+3)\nprint(-5)\nprint(+7.86)\nprint(-3348.63)\n\nprint(\"\")\n\n# Simple arithmetic\nprint(\"Addition and Subtraction\")\nprint(1 + 2)\nprint(48 - 89)\nprint(3.45 + 2.7)\nprint(87.3384 - 12.35)\nprint(3 + 6.7)\nprint(9.8 - 4)\n\nprint(\"\")\n\nprint(\"Multiplication\")\nprint(3 * 2)\nprint(7.8 * 27.54)\nprint(7 * 8.2)\n\nprint(\"\")\n\nprint(\"Division\")\nprint(8 / 2)\nprint(3 / 2)\nprint(7.538 / 14.3)\nprint(8 // 2)\nprint(3 // 2)\nprint(7.538 // 14.3)\n\nprint(\"\")\n\nprint(\"Exponentiation\")\nprint(3 ** 2)\nprint(5 ** 4)\nprint(32.6 ** 7)\nprint(9 ** 0.5)\n\n\"\"\"\nDemonstration of compound arithmetic expressions in Python\n\"\"\"\n\n# Expressions can include multiple operations\nprint(\"Compound expressions\")\nprint(3 + 5 + 7 + 27)\n#Operator with same precedence are evaluated from left to right\nprint(18 - 6 + 4)\n\nprint(\"\")\n\n# Operator precedence defines how expressions are evaluated\nprint(\"Operator precedence\")\nprint(7 + 3 * 5)\nprint(5.5 * 6 // 2 + 8)\nprint(-3 ** 2)\n\nprint(\"\")\n\n# Use parentheses to change evaluation order\nprint(\"Grouping with parentheses\")\nprint((7 + 3) * 5)\nprint(5.5 * ((6 // 2) + 8))\nprint((-3) ** 2)\n\n\"\"\"\nDemonstration of the use of variables and how to assign values to\nthem.\n\"\"\"\n\n# The = operator can be used to assign values to variables\nbakers_dozen = 12 + 1\ntemperature = 93\n\n# Variables can be used as values and in expressions\nprint(temperature, bakers_dozen)\nprint(\"celsius:\", (temperature - 32) * 5 / 9)\nprint(\"fahrenheit:\", float(temperature))\n\n# You can assign a different value to an existing variable\ntemperature = 26\nprint(\"new value:\", temperature)\n\n# Multiple variables can be used in arbitrary expressions\noffset = 32\nmultiplier = 5.0 / 9.0\ncelsius = (temperature - offset) * multiplier\nprint(\"celsius value:\", celsius)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e05d022e20ec708234ba466419ce63a57d30ac77
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TheStack--python--000.parquet
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Find the logical error in this Pythoncode:Python code: from source.solving_strategies.strategies.solver import Solver class LinearSolver(Solver): def __init__(self, array_time, time_integration_scheme, dt, comp_model, initial_conditions, force, structure_model): super().__init__(array_time, time_integration_scheme, dt, comp_model, initial_conditions, force, structure_model) def _print_solver_info(self): print("Linear Solver") def solve(self): # time loop for i in range(0, len(self.array_time)): self.step = i current_time = self.array_time[i + 1] #print("time: {0:.2f}".format(current_time)) self.scheme.solve_single_step(self.force[:, i]) # appending results to the list self.displacement[:, i] = self.scheme.get_displacement() self.velocity[:, i] = self.scheme.get_velocity() self.acceleration[:, i] = self.scheme.get_acceleration() # TODO: only calculate reaction when user wants it # if self.structure_model is not None: # self.dynamic_reaction[:, i] = self._compute_reaction() # reaction computed in dynamic analysis # TODO: only calculate reaction when user wants it # moved reaction computation to dynamic analysis level # AK . this doesnt considers the support reaction check #if self.structure_model is not None: # self.dynamic_reaction[:, i] = self._compute_reaction() # update results self.scheme.update()
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Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 21 Buggy code: current_time = self.array_time[i + 1] Should be: current_time = self.array_time[i] Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
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advanced
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database
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logical_errors
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Pythoncode:Python
| 3
| 1
| 1,680
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom source.solving_strategies.strategies.solver import Solver\n\n\nclass LinearSolver(Solver):\n def __init__(self,\n array_time, time_integration_scheme, dt,\n comp_model,\n initial_conditions,\n force,\n structure_model):\n super().__init__(array_time, time_integration_scheme, dt,\n comp_model, initial_conditions, force, structure_model)\n\n def _print_solver_info(self):\n print(\"Linear Solver\")\n\n def solve(self):\n # time loop\n for i in range(0, len(self.array_time)):\n self.step = i\n current_time = self.array_time[i + 1]\n #print(\"time: {0:.2f}\".format(current_time))\n self.scheme.solve_single_step(self.force[:, i])\n\n # appending results to the list\n self.displacement[:, i] = self.scheme.get_displacement()\n self.velocity[:, i] = self.scheme.get_velocity()\n self.acceleration[:, i] = self.scheme.get_acceleration()\n \n # TODO: only calculate reaction when user wants it\n # if self.structure_model is not None:\n # self.dynamic_reaction[:, i] = self._compute_reaction()\n # reaction computed in dynamic analysis \n\n # TODO: only calculate reaction when user wants it \n # moved reaction computation to dynamic analysis level \n # AK . this doesnt considers the support reaction check \n #if self.structure_model is not None:\n # self.dynamic_reaction[:, i] = self._compute_reaction()\n\n # update results\n self.scheme.update()"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 21\n\n Buggy code:\n current_time = self.array_time[i + 1]\n\n Should be:\n current_time = self.array_time[i]\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
e05e6c4440c357c867a4c38e37f726c4d615e768
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.11.7 on 2017-11-24 16:22 from __future__ import unicode_literals import datetime from django.db import migrations, models from django.utils.timezone import utc class Migration(migrations.Migration): dependencies = [ ('payment', '0001_initial'), ] operations = [ migrations.AlterField( model_name='history_order', name='dead_date', field=models.DateTimeField(default=datetime.datetime(2017, 11, 24, 16, 22, 1, 719840, tzinfo=utc), verbose_name='daed_date'), ), migrations.AlterField( model_name='history_order', name='order_date', field=models.DateTimeField(default=datetime.datetime(2017, 11, 24, 16, 22, 1, 719662, tzinfo=utc), verbose_name='order date'), ), migrations.AlterField( model_name='history_order', name='valid_date', field=models.DateTimeField(default=datetime.datetime(2017, 11, 24, 16, 22, 1, 719758, tzinfo=utc), verbose_name='valid_date'), ), ]
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Code Review: โ Critical issues: Block at line 10 has no indented body โ ๏ธ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 โจ Improvements: Add docstring to class 'Migration' Line 20 too long (137 chars) - break into multiple lines Line 25 too long (138 chars) - break into multiple lines Line 30 too long (138 chars) - break into multiple lines
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advanced
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machine_learning
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code_review
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Pythoncode:Python
| 0
| 1
| 1,095
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.7 on 2017-11-24 16:22\nfrom __future__ import unicode_literals\n\nimport datetime\nfrom django.db import migrations, models\nfrom django.utils.timezone import utc\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('payment', '0001_initial'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='history_order',\n name='dead_date',\n field=models.DateTimeField(default=datetime.datetime(2017, 11, 24, 16, 22, 1, 719840, tzinfo=utc), verbose_name='daed_date'),\n ),\n migrations.AlterField(\n model_name='history_order',\n name='order_date',\n field=models.DateTimeField(default=datetime.datetime(2017, 11, 24, 16, 22, 1, 719662, tzinfo=utc), verbose_name='order date'),\n ),\n migrations.AlterField(\n model_name='history_order',\n name='valid_date',\n field=models.DateTimeField(default=datetime.datetime(2017, 11, 24, 16, 22, 1, 719758, tzinfo=utc), verbose_name='valid_date'),\n ),\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 10 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n\n\u2728 Improvements:\n Add docstring to class 'Migration'\n Line 20 too long (137 chars) - break into multiple lines\n Line 25 too long (138 chars) - break into multiple lines\n Line 30 too long (138 chars) - break into multiple lines"}]
| false
| null | null | null |
e05ea195ece947573587efca60ad05b204af43f6
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: """Implementation of Rule L024.""" from sqlfluff.core.rules.doc_decorators import document_fix_compatible from sqlfluff.rules.L023 import Rule_L023 @document_fix_compatible class Rule_L024(Rule_L023): """Single whitespace expected after USING in JOIN clause. | **Anti-pattern** .. code-block:: sql SELECT b FROM foo LEFT JOIN zoo USING(a) | **Best practice** | The โข character represents a space. | Add a space after USING, to avoid confusing it | for a function.
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.. code-block:: sql :force: SELECT b FROM foo LEFT JOIN zoo USINGโข(a) """ expected_mother_segment_type = "join_clause" pre_segment_identifier = ("name", "using") post_segment_identifier = ("type", "bracketed") expand_children = None allow_newline = True
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advanced
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database
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code_completion
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Pythoncode:Python
| 0
| 1
| 841
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"Implementation of Rule L024.\"\"\"\n\n\nfrom sqlfluff.core.rules.doc_decorators import document_fix_compatible\nfrom sqlfluff.rules.L023 import Rule_L023\n\n\n@document_fix_compatible\nclass Rule_L024(Rule_L023):\n \"\"\"Single whitespace expected after USING in JOIN clause.\n\n | **Anti-pattern**\n\n .. code-block:: sql\n\n SELECT b\n FROM foo\n LEFT JOIN zoo USING(a)\n\n | **Best practice**\n | The \u2022 character represents a space.\n | Add a space after USING, to avoid confusing it\n | for a function."}, {"role": "assistant", "content": "\n\n .. code-block:: sql\n :force:\n\n SELECT b\n FROM foo\n LEFT JOIN zoo USING\u2022(a)\n\n \"\"\"\n\n expected_mother_segment_type = \"join_clause\"\n pre_segment_identifier = (\"name\", \"using\")\n post_segment_identifier = (\"type\", \"bracketed\")\n expand_children = None\n allow_newline = True"}]
| false
| null | null | null |
e05fe1dabdb8d88cb6b7077a77b9ecb4a63a39fd
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """ Plot CMDs for each component. """ import numpy as np from astropy.table import Table import matplotlib.pyplot as plt import matplotlib.cm as cm plt.ion() # Pretty plots from fig_settings import * ############################################ # Some things are the same for all the plotting scripts and we put # this into a single library to avoid confusion. import scocenlib as lib data_filename = lib.data_filename comps_filename = lib.comps_filename compnames = lib.compnames colors = lib.colors ############################################ # Minimal probability required for membership pmin_membership = 0.5 ############################################ # how to split subplots grid = [5, 5] # CMD limits xlim = [-1, 5] ylim = [17, -3] ############################################ # Read data try: tab = tab0 comps = comps0 except: tab0 = Table.read(data_filename) Gmag = tab0['phot_g_mean_mag'] - 5 * np.log10(1.0 / (tab0['parallax'] * 1e-3) / 10) # tab['parallax'] in micro arcsec tab0['Gmag'] = Gmag comps0 = Table.read(comps_filename) tab = tab0 comps = comps0 # Main sequence parametrization # fitpar for pmag, rpmag fitpar = [0.17954163, -2.48748376, 12.9279348, -31.35434182, 38.31330583, -12.25864507] poly = np.poly1d(fitpar) x = np.linspace(1, 4, 100) y = poly(x) m = y > 4 yms = y[m] xms = x[m] def plot_MS_parametrisation_and_spectral_types(ax, xlim, ylim): ax.plot(xms, yms, c='brown', label='Median main sequence', linewidth=1) ax.plot(xms, yms - 1, c='brown', label='1 mag above the median', linewidth=1, linestyle='--') ax.plot(xms, yms - 1.5, c='brown', label='1.5 mag above the median', linewidth=1, linestyle='--') ax.axvline(x=0.369, linewidth=0.5, color='k') # F ax.axvline(x=0.767, linewidth=0.5, color='k') # G ax.axvline(x=0.979, linewidth=0.5, color='k') # K ax.axvline(x=1.848, linewidth=0.5, color='k') # M ax.set_xlim(xlim[0], xlim[1]) ax.set_ylim(ylim[0], ylim[1]) return ax print('Plotting %d components.'%len(comps)) fig=plt.figure() for i, c in enumerate(comps): ax = fig.add_subplot(grid[0], grid[1], i+1) # TODO: adjust this if needed comp_ID = c['comp_ID'] col=tab['membership%s'%comp_ID] mask = col > pmin_membership t=tab[mask] if len(t)>100: alpha=0.5 else: alpha=1 t.sort('membership%s'%comp_ID) #~ t.reverse() #~ ax.scatter(t['bp_rp'], t['Gmag'], s=1, c='k', alpha=alpha) ax.scatter(t['b
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Syntax Analysis: Syntax Errors Found: โข Unterminated string literal at line 1 โข Unclosed '(' at line 95 - expected ')' โข Unclosed '[' at line 95 - expected ']' Fixes: โข Add closing quote at line 1 โข Add closing ')' bracket โข Add closing ']' bracket
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intermediate
|
ui
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 2,518
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"\nPlot CMDs for each component.\n\"\"\"\n\nimport numpy as np\nfrom astropy.table import Table\nimport matplotlib.pyplot as plt\nimport matplotlib.cm as cm\nplt.ion()\n\n# Pretty plots\nfrom fig_settings import *\n\n############################################\n# Some things are the same for all the plotting scripts and we put\n# this into a single library to avoid confusion.\nimport scocenlib as lib\ndata_filename = lib.data_filename\ncomps_filename = lib.comps_filename\ncompnames = lib.compnames\ncolors = lib.colors\n############################################\n\n# Minimal probability required for membership\npmin_membership = 0.5\n############################################\n# how to split subplots\ngrid = [5, 5] \n\n# CMD limits\nxlim = [-1, 5]\nylim = [17, -3]\n############################################\n\n# Read data\ntry:\n tab = tab0\n comps = comps0\nexcept:\n tab0 = Table.read(data_filename)\n \n Gmag = tab0['phot_g_mean_mag'] - 5 * np.log10(1.0 / (tab0['parallax'] * 1e-3) / 10) # tab['parallax'] in micro arcsec\n tab0['Gmag'] = Gmag\n \n comps0 = Table.read(comps_filename)\n\n tab = tab0\n comps = comps0\n\n\n# Main sequence parametrization\n# fitpar for pmag, rpmag\nfitpar = [0.17954163, -2.48748376, 12.9279348, -31.35434182, 38.31330583, -12.25864507]\npoly = np.poly1d(fitpar)\nx = np.linspace(1, 4, 100)\ny = poly(x)\nm = y > 4\nyms = y[m]\nxms = x[m]\n\ndef plot_MS_parametrisation_and_spectral_types(ax, xlim, ylim):\n ax.plot(xms, yms, c='brown', label='Median main sequence', linewidth=1)\n ax.plot(xms, yms - 1, c='brown', label='1 mag above the median', linewidth=1, linestyle='--')\n ax.plot(xms, yms - 1.5, c='brown', label='1.5 mag above the median', linewidth=1, linestyle='--')\n\n ax.axvline(x=0.369, linewidth=0.5, color='k') # F\n ax.axvline(x=0.767, linewidth=0.5, color='k') # G\n ax.axvline(x=0.979, linewidth=0.5, color='k') # K\n ax.axvline(x=1.848, linewidth=0.5, color='k') # M\n\n ax.set_xlim(xlim[0], xlim[1])\n ax.set_ylim(ylim[0], ylim[1])\n \n return ax\n\nprint('Plotting %d components.'%len(comps))\n\nfig=plt.figure()\nfor i, c in enumerate(comps):\n ax = fig.add_subplot(grid[0], grid[1], i+1) # TODO: adjust this if needed\n \n comp_ID = c['comp_ID']\n col=tab['membership%s'%comp_ID]\n mask = col > pmin_membership\n t=tab[mask]\n\n if len(t)>100:\n alpha=0.5\n else:\n alpha=1\n\n t.sort('membership%s'%comp_ID)\n #~ t.reverse() \n #~ ax.scatter(t['bp_rp'], t['Gmag'], s=1, c='k', alpha=alpha)\n ax.scatter(t['b"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 Unclosed '(' at line 95 - expected ')'\n \u2022 Unclosed '[' at line 95 - expected ']'\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Add closing ')' bracket\n \u2022 Add closing ']' bracket"}]
| true
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syntax
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MID_STRING
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CRITICAL
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e061aa108e5ec8060888f9dff1215ff5763d024a
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (c) 2012-2018 Snowflake Computing Inc. All right reserved. # import pytest from snowflake.connector.errors import (ProgrammingError) def test_binding_security(conn_cnx, db_parameters): """ SQL Injection Tests """ try: with conn_cnx() as cnx: cnx.cursor().execute( "CREATE OR REPLACE TABLE {name} " "(aa INT, bb STRING)".format( name=db_parameters['name'])) cnx.cursor().execute( "INSERT INTO {name} VALUES(%s, %s)".format( name=db_parameters['name']), (1, 'test1')) cnx.cursor().execute( "INSERT INTO {name} VALUES(%(aa)s, %(bb)s)".format( name=db_parameters['name']), {'aa': 2, 'bb': 'test2'}) for rec in cnx.cursor().execute( "SELECT * FROM {name} ORDER BY 1 DESC".format( name=db_parameters['name'])): break assert rec[0] == 2, 'First column' assert rec[1] == 'test2', 'Second column' for rec in cnx.cursor().execute( "SELECT * FROM {name} WHERE aa=%s".format( name=db_parameters['name']), (1,)): break assert rec[0] == 1, 'First column' assert rec[1] == 'test1', 'Second column' # SQL injection safe test # Good Example with pytest.raises(ProgrammingError): cnx.cursor().execute( "SELECT * FROM {name} WHERE aa=%s".format( name=db_parameters['name']), ("1 or aa>0",)) with pytest.raises(ProgrammingError): cnx.cursor().execute( "SELECT * FROM {name} WHERE aa=%(aa)s".format( name=db_parameters['name']), {"aa": "1 or aa>0"}) # Bad Example in application. DON'T DO THIS c = cnx.cursor() c.execute("SELECT * FROM {name} WHERE aa=%s".format( name=db_parameters['name']) % ("1 or aa>0",)) rec = c.fetchall() assert len(rec) == 2, "not raising error unlike the previous one." finally: with conn_cnx() as cnx: cnx.cursor().execute( "drop table if exists {name}".format( name=db_parameters['name'])) ... [2 more functiondefs truncated] ...
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Code Review: โ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 12 Invalid syntax at line 70: ... [2 more functiondefs truncated] ... โ ๏ธ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 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 43 Unexpected indentation at line 44 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 65 Unexpected indentation at line 66 โจ Improvements: Complete the expression on the last line Add closing quote at line 12 Review syntax near the error location
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intermediate
|
testing
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code_review
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Pythoncode:Python
| 1
| 0
| 2,564
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n#\n# Copyright (c) 2012-2018 Snowflake Computing Inc. All right reserved.\n#\n\nimport pytest\nfrom snowflake.connector.errors import (ProgrammingError)\n\n\ndef test_binding_security(conn_cnx, db_parameters):\n \"\"\"\n SQL Injection Tests\n \"\"\"\n try:\n with conn_cnx() as cnx:\n cnx.cursor().execute(\n \"CREATE OR REPLACE TABLE {name} \"\n \"(aa INT, bb STRING)\".format(\n name=db_parameters['name']))\n cnx.cursor().execute(\n \"INSERT INTO {name} VALUES(%s, %s)\".format(\n name=db_parameters['name']),\n (1, 'test1'))\n cnx.cursor().execute(\n \"INSERT INTO {name} VALUES(%(aa)s, %(bb)s)\".format(\n name=db_parameters['name']),\n {'aa': 2, 'bb': 'test2'})\n for rec in cnx.cursor().execute(\n \"SELECT * FROM {name} ORDER BY 1 DESC\".format(\n name=db_parameters['name'])):\n break\n assert rec[0] == 2, 'First column'\n assert rec[1] == 'test2', 'Second column'\n for rec in cnx.cursor().execute(\n \"SELECT * FROM {name} WHERE aa=%s\".format(\n name=db_parameters['name']), (1,)):\n break\n assert rec[0] == 1, 'First column'\n assert rec[1] == 'test1', 'Second column'\n\n # SQL injection safe test\n # Good Example\n with pytest.raises(ProgrammingError):\n cnx.cursor().execute(\n \"SELECT * FROM {name} WHERE aa=%s\".format(\n name=db_parameters['name']),\n (\"1 or aa>0\",))\n\n with pytest.raises(ProgrammingError):\n cnx.cursor().execute(\n \"SELECT * FROM {name} WHERE aa=%(aa)s\".format(\n name=db_parameters['name']),\n {\"aa\": \"1 or aa>0\"})\n\n # Bad Example in application. DON'T DO THIS\n c = cnx.cursor()\n c.execute(\"SELECT * FROM {name} WHERE aa=%s\".format(\n name=db_parameters['name']) % (\"1 or aa>0\",))\n rec = c.fetchall()\n assert len(rec) == 2, \"not raising error unlike the previous one.\"\n finally:\n with conn_cnx() as cnx:\n cnx.cursor().execute(\n \"drop table if exists {name}\".format(\n name=db_parameters['name']))\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 Unterminated string literal at line 12\n Invalid syntax at line 70: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n 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 43\n Unexpected indentation at line 44\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 12\n Review syntax near the error location"}]
| false
| null | null | null |
e061c15bed338723a46d4f04e8c849cc852fe7c0
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Natural Language Toolkit: Language Models # # Copyright (C) 2001-2008 University of Pennsylvania # Author: Steven Bird <sb@csse.unimelb.edu.au> # URL: <http://nltk.sf.net> # For license information, see LICENSE.TXT class ModelI(object): """ A processing interface for assigning a probability to the next word. """ def __init__(self): '''Create a new language model.''' raise NotImplementedError() def train(self, text): '''Train the model on the text.''' raise NotImplementedError() def probability(self, word, context): '''Evaluate the probability of this word in this context.''' raise NotImplementedError() def choose_random_word(self, context): '''Randomly select a word that is likely to appear in this context.''' raise NotImplementedError() def entropy(self, text): '''Evaluate the total entropy of a message with respect to the model. This is the sum of the log probability of each word in the message.''' raise NotImplementedError()
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Code analysis results: ๐ด Errors found: Unterminated string literal at line 9 โ ๏ธ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 19 ๐ก Suggestions: Add closing quote at line 9
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advanced
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api
|
debugging
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Pythoncode:Python
| 5
| 1
| 1,071
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Natural Language Toolkit: Language Models\n#\n# Copyright (C) 2001-2008 University of Pennsylvania\n# Author: Steven Bird <sb@csse.unimelb.edu.au>\n# URL: <http://nltk.sf.net>\n# For license information, see LICENSE.TXT\n\nclass ModelI(object):\n \"\"\"\n A processing interface for assigning a probability to the next word.\n \"\"\"\n\n def __init__(self):\n '''Create a new language model.'''\n raise NotImplementedError()\n\n def train(self, text):\n '''Train the model on the text.'''\n raise NotImplementedError()\n\n def probability(self, word, context):\n '''Evaluate the probability of this word in this context.'''\n raise NotImplementedError()\n\n def choose_random_word(self, context):\n '''Randomly select a word that is likely to appear in this context.'''\n raise NotImplementedError()\n\n def entropy(self, text):\n '''Evaluate the total entropy of a message with respect to the model.\n This is the sum of the log probability of each word in the message.'''\n raise NotImplementedError()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 9\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 9"}]
| false
| null | null | null |
e061da410580634f463731e3265faeb51909f55c
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import os from graphene_sqlalchemy import SQLAlchemyObjectType from sqlalchemy import Column, Integer, String, create_engine from sqlalchemy.orm import scoped_session, sessionmaker from sqlalchemy.ext.declarative import declarative_base POSTGRES_CONNECTION_STRING = ( os.environ.get("POSTGRES_CONNECTION_STRING") or "postgres://postgres:password@localhost:6432/postgres" ) engine = create_engine(POSTGRES_CONNECTION_STRING, convert_unicode=True) db_session = scoped_session( sessionmaker(autocommit=False, autoflush=False, bind=engine) ) Base = declarative_base() Base.query = db_session.query_property() class UserModel(Base): __tablename__ = "users" id = Column(Integer, primary_key=True) name = Column(String) balance = Column(Integer) class MinAmountModel(Base): __tablename__ = "min_amount" amount = Column(Integer, primary_key=True) class User(SQLAlchemyObjectType): class Meta: model = UserModel class MinAmount(SQLAlchemyObjectType): class Meta: model = MinAmountModel
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Classes: UserModel, MinAmountModel, User This code demonstrates Pythoncode:Python programming.
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advanced
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database
|
code_explanation
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Pythoncode:Python
| 0
| 6
| 1,047
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nfrom graphene_sqlalchemy import SQLAlchemyObjectType\nfrom sqlalchemy import Column, Integer, String, create_engine\nfrom sqlalchemy.orm import scoped_session, sessionmaker\nfrom sqlalchemy.ext.declarative import declarative_base\n\nPOSTGRES_CONNECTION_STRING = (\n os.environ.get(\"POSTGRES_CONNECTION_STRING\")\n or \"postgres://postgres:password@localhost:6432/postgres\"\n)\n\nengine = create_engine(POSTGRES_CONNECTION_STRING, convert_unicode=True)\ndb_session = scoped_session(\n sessionmaker(autocommit=False, autoflush=False, bind=engine)\n)\nBase = declarative_base()\nBase.query = db_session.query_property()\n\n\nclass UserModel(Base):\n __tablename__ = \"users\"\n id = Column(Integer, primary_key=True)\n name = Column(String)\n balance = Column(Integer)\n\n\nclass MinAmountModel(Base):\n __tablename__ = \"min_amount\"\n amount = Column(Integer, primary_key=True)\n\n\nclass User(SQLAlchemyObjectType):\n class Meta:\n model = UserModel\n\n\nclass MinAmount(SQLAlchemyObjectType):\n class Meta:\n model = MinAmountModel"}, {"role": "assistant", "content": " Classes: UserModel, MinAmountModel, User\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e06275178027bd16b4be36faab1b32af531b42cb
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # microsig class CurlypivMicrosigCollection(object): def __init__(self, testSetup, synCol, use_gui=False, use_internal_setting=False, setting_file=None, use_internal_data=False, data_files=None, to_internal_sequence=False, destination_folder=None, output_dtype='np.uint16'): if not isinstance(testSetup, object): raise ValueError("{} must be a CurlypivTestSetup class object".format(testSetup)) if not isinstance(synCol, object): raise ValueError("{} must be a CurlypivSyntheticCollection class object".format(synCol)) valid_output_dtype = ['np.uint16', 'np.uint8'] if output_dtype not in valid_output_dtype: raise ValueError("{} must be one of {}".format(output_dtype, valid_output_dtype)) self.testSetup = testSetup self.synCol = synCol self.use_gui = use_gui self.output_dtype = output_dtype if self.use_gui: run() else: if use_internal_setting: self.setting_file = self.synCol.microsigSetup else: if not isinstance(setting_file, str): raise ValueError("{} must be a filepath to microsig settings text file".format(setting_file)) self.setting_file = os.path.abspath(setting_file) if use_internal_data: raise ValueError("script to use internal data still in development") else: if not isinstance(data_files, str): raise ValueError("{} must be a filepath to particle location text files".format(data_files)) all_files = glob.glob(data_files + '/*.txt') save_files = [] for ff in [f for f in all_files if f.endswith('.txt')]: save_files.append(ff) save_files.sort() self.data_files = save_files if to_internal_sequence: raise ValueError("script to use internal data still in development") else: if not isinstance(destination_folder, str): raise ValueError("{} must be a filepath to write output images".format(destination_folder)) self.destination_folder = os.path.abspath(destination_folder) self.generate() ... [8 more functiondefs truncated] ...
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Code analysis results: ๐ด Errors found: Code truncated in middle of expression - unexpected EOF Block at line 3 has no indented body Block at line 9 has no indented body Invalid syntax at line 59: ... [8 more functiondefs truncated] ... โ ๏ธ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 ๐ก Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
|
debugging
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Pythoncode:Python
| 1
| 1
| 2,440
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# microsig\n\nclass CurlypivMicrosigCollection(object):\n\n def __init__(self, testSetup, synCol, use_gui=False,\n use_internal_setting=False, setting_file=None,\n use_internal_data=False, data_files=None,\n to_internal_sequence=False, destination_folder=None,\n output_dtype='np.uint16'):\n\n if not isinstance(testSetup, object):\n raise ValueError(\"{} must be a CurlypivTestSetup class object\".format(testSetup))\n\n if not isinstance(synCol, object):\n raise ValueError(\"{} must be a CurlypivSyntheticCollection class object\".format(synCol))\n\n valid_output_dtype = ['np.uint16', 'np.uint8']\n if output_dtype not in valid_output_dtype:\n raise ValueError(\"{} must be one of {}\".format(output_dtype, valid_output_dtype))\n\n self.testSetup = testSetup\n self.synCol = synCol\n self.use_gui = use_gui\n self.output_dtype = output_dtype\n\n if self.use_gui:\n run()\n else:\n if use_internal_setting:\n self.setting_file = self.synCol.microsigSetup\n else:\n if not isinstance(setting_file, str):\n raise ValueError(\"{} must be a filepath to microsig settings text file\".format(setting_file))\n self.setting_file = os.path.abspath(setting_file)\n\n if use_internal_data:\n raise ValueError(\"script to use internal data still in development\")\n else:\n if not isinstance(data_files, str):\n raise ValueError(\"{} must be a filepath to particle location text files\".format(data_files))\n\n all_files = glob.glob(data_files + '/*.txt')\n save_files = []\n for ff in [f for f in all_files if f.endswith('.txt')]:\n save_files.append(ff)\n save_files.sort()\n self.data_files = save_files\n\n if to_internal_sequence:\n raise ValueError(\"script to use internal data still in development\")\n else:\n if not isinstance(destination_folder, str):\n raise ValueError(\"{} must be a filepath to write output images\".format(destination_folder))\n self.destination_folder = os.path.abspath(destination_folder)\n\n self.generate()\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 3 has no indented body\n Block at line 9 has no indented body\n Invalid syntax at line 59: ... [8 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e06418cb46f2f01ccc35fc22e565190b30c821ed
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright 2020 Tier IV, 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. # !/usr/bin/env python # -*- coding: utf-8 -*- # TODO(kosuke murakami): write ros2 visualizer # import rospy # from autoware_planning_msgs.msg import Trajectory # from autoware_planning_msgs.msg import TrajectoryPoint # import matplotlib.pyplot as plt # import numpy as np # import tf # from geometry_msgs.msg import Vector3 # def quaternion_to_euler(quaternion): # """Convert Quaternion to Euler Angles # quaternion: geometry_msgs/Quaternion # euler: geometry_msgs/Vector3 # """ # e = tf.transformations.euler_from_quaternion( # (quaternion.x, quaternion.y, quaternion.z, quaternion.w)) # return Vector3(x=e[0], y=e[1], z=e[2]) # class TrajectoryVisualizer(): # def __init__(self): # self.in_trajectory = Trajectory() # self.debug_trajectory = Trajectory() # self.debug_fixed_trajectory = Trajectory() # self.plot_done1 = True # self.plot_done2 = True # self.plot_done3 = True # self.length = 50 # self.substatus1 = rospy.Subscriber( # "/planning/scenario_planning/lane_driving/motion_planning/obstacle_avoidance_planner/trajectory", # Trajectory, self.CallBackTraj, queue_size=1, tcp_nodelay=True) # rospy.Timer(rospy.Duration(0.3), self.timerCallback) # def CallBackTraj(self, cmd): # if (self.plot_done1): # self.in_trajectory = cmd # self.plot_done1 = False # def CallBackDebugTraj(self, cmd): # if (self.plot_done2): # self.debug_trajectory = cmd # self.plot_done2 = False # def CallBackDebugFixedTraj(self, cmd): # if (self.plot_done3): # self.debug_fixed_trajectory = cmd # self.plot_done3 = False # def timerCallback(self, event): # self.plotTrajectory() # self.plot_done1 = True # self.plot_done2 = True # self.plot_done3 = True # def CalcArcLength(self, traj): # s_arr = [] # Complete this line # s_sum = 0.0 # if len(traj.points) > 0: # s_arr.append(s_sum) # for i in range(1, len(traj.points)): # p0 = traj.points[i-1] # p1 = traj.points[i] # dx = p1.pose.position.x - p0.pose.position.x # dy = p1.pose.position.y - p0.pose.position.y # ds = np.sqrt(dx**2 + dy**2) # s_sum += ds # if(s_sum > self.length): # break # s_arr.append(s_sum) # return s_arr # def CalcX(self, traj): # v_list = [] # for p in traj.points: # v_list.append(p.pose.position.x) # return v_list # def CalcY(self, traj): # v_list = [] # for p in traj.points: # v_list.append(p.pose.position.y) # return v_list # def CalcYaw(self, traj, s_arr): # v_list = [] # for p in traj.points: # v_list.append(quaternion_to_euler(p.pose.orientation).z) # return v_list[0: len(s_arr)] # def plotTrajectory(self): # plt.clf() # ax3 = plt.subplot(1, 1, 1) # x = self.CalcArcLength(self.in_trajectory) # y = self.CalcYaw(self.in_trajectory, x) # if len(x) == len(y): # ax3.plot(x, y, label="final", marker="*") # ax3.set_xlabel("arclength [m]") # ax3.set_ylabel("yaw") # plt.pause(0.01) # def main(): # rospy.init_node("trajectory_visualizer") # TrajectoryVisualizer() # rospy.spin() # if __name__ == "__main__": # main()
|
The missing line is: # ds = 0.0
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 4,146
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright 2020 Tier IV, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# !/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n# TODO(kosuke murakami): write ros2 visualizer\n# import rospy\n# from autoware_planning_msgs.msg import Trajectory\n# from autoware_planning_msgs.msg import TrajectoryPoint\n# import matplotlib.pyplot as plt\n# import numpy as np\n# import tf\n# from geometry_msgs.msg import Vector3\n\n\n# def quaternion_to_euler(quaternion):\n# \"\"\"Convert Quaternion to Euler Angles\n\n# quaternion: geometry_msgs/Quaternion\n# euler: geometry_msgs/Vector3\n# \"\"\"\n# e = tf.transformations.euler_from_quaternion(\n# (quaternion.x, quaternion.y, quaternion.z, quaternion.w))\n# return Vector3(x=e[0], y=e[1], z=e[2])\n\n\n# class TrajectoryVisualizer():\n\n# def __init__(self):\n# self.in_trajectory = Trajectory()\n# self.debug_trajectory = Trajectory()\n# self.debug_fixed_trajectory = Trajectory()\n\n# self.plot_done1 = True\n# self.plot_done2 = True\n# self.plot_done3 = True\n\n# self.length = 50\n\n# self.substatus1 = rospy.Subscriber(\n# \"/planning/scenario_planning/lane_driving/motion_planning/obstacle_avoidance_planner/trajectory\",\n# Trajectory, self.CallBackTraj, queue_size=1, tcp_nodelay=True)\n# rospy.Timer(rospy.Duration(0.3), self.timerCallback)\n\n# def CallBackTraj(self, cmd):\n# if (self.plot_done1):\n# self.in_trajectory = cmd\n# self.plot_done1 = False\n\n# def CallBackDebugTraj(self, cmd):\n# if (self.plot_done2):\n# self.debug_trajectory = cmd\n# self.plot_done2 = False\n\n# def CallBackDebugFixedTraj(self, cmd):\n# if (self.plot_done3):\n# self.debug_fixed_trajectory = cmd\n# self.plot_done3 = False\n\n# def timerCallback(self, event):\n# self.plotTrajectory()\n# self.plot_done1 = True\n# self.plot_done2 = True\n# self.plot_done3 = True\n\n# def CalcArcLength(self, traj):\n# s_arr = []\n # Complete this line\n# s_sum = 0.0\n\n# if len(traj.points) > 0:\n# s_arr.append(s_sum)\n\n# for i in range(1, len(traj.points)):\n# p0 = traj.points[i-1]\n# p1 = traj.points[i]\n# dx = p1.pose.position.x - p0.pose.position.x\n# dy = p1.pose.position.y - p0.pose.position.y\n# ds = np.sqrt(dx**2 + dy**2)\n# s_sum += ds\n# if(s_sum > self.length):\n# break\n# s_arr.append(s_sum)\n# return s_arr\n\n# def CalcX(self, traj):\n# v_list = []\n# for p in traj.points:\n# v_list.append(p.pose.position.x)\n# return v_list\n\n# def CalcY(self, traj):\n# v_list = []\n# for p in traj.points:\n# v_list.append(p.pose.position.y)\n# return v_list\n\n# def CalcYaw(self, traj, s_arr):\n# v_list = []\n# for p in traj.points:\n# v_list.append(quaternion_to_euler(p.pose.orientation).z)\n# return v_list[0: len(s_arr)]\n\n# def plotTrajectory(self):\n# plt.clf()\n# ax3 = plt.subplot(1, 1, 1)\n# x = self.CalcArcLength(self.in_trajectory)\n# y = self.CalcYaw(self.in_trajectory, x)\n# if len(x) == len(y):\n# ax3.plot(x, y, label=\"final\", marker=\"*\")\n# ax3.set_xlabel(\"arclength [m]\")\n# ax3.set_ylabel(\"yaw\")\n# plt.pause(0.01)\n\n\n# def main():\n# rospy.init_node(\"trajectory_visualizer\")\n# TrajectoryVisualizer()\n# rospy.spin()\n\n\n# if __name__ == \"__main__\":\n# main()"}, {"role": "assistant", "content": "The missing line is:\n# ds = 0.0"}]
| false
| null | null | null |
e0651470e7323b974d75e2d23e40d53bc5af99ea
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from django.contrib.auth.forms import AuthenticationForm, UserCreationForm from django.contrib.auth.models import User from django import forms class UploadFileForm(forms.Form): title = forms.CharField(max_length=50) file = forms.FileField() # If you don't do this you cannot use Bootstrap CSS class LoginForm(AuthenticationForm): username = forms.CharField(label="Username", max_length=16, widget=forms.TextInput(attrs={'class': 'form-control', 'name': 'username'})) password = forms.CharField(label="Password", max_length=16, widget=forms.PasswordInput(attrs={'class': 'form-control', 'name': 'password'})) class SignUpForm(UserCreationForm): full_name = forms.CharField(label="Full Name", max_length=50, widget=forms.TextInput(attrs={'class': 'form-control', 'name': 'full_name'})) email = forms.EmailField(label = "Email", max_length =50, widget=forms.EmailInput(attrs={'class': 'form-control', 'name': 'email'})) class Meta: model = User fields = ("email", "full_name", "username", "password1", "password2") def save(self, commit=True): user = super(SignUpForm, self).save(commit=False) user.full_name = self.cleaned_data["full_name"] user.email = self.cleaned_data["email"] if commit: user.save() return user class EmailSignupForm(UserCreationForm): full_name = forms.CharField(label="Full Name", max_length=50, widget=forms.TextInput(attrs={'class': 'form-control', 'name': 'full_name'})) class Meta: model = User fields = ("full_name", "username", "password1", "password2") def save(self, commit=True): user = super(EmailSignupForm, self).save(commit=False) user.full_name = self.cleaned_data["full_name"] Error: IndentationError / Incomplete Function
|
Fixed Code: from django.contrib.auth.forms import AuthenticationForm, UserCreationForm from django.contrib.auth.models import User from django import forms class UploadFileForm(forms.Form): title = forms.CharField(max_length=50) file = forms.FileField() # If you don't do this you cannot use Bootstrap CSS class LoginForm(AuthenticationForm): username = forms.CharField(label="Username", max_length=16, widget=forms.TextInput(attrs={'class': 'form-control', 'name': 'username'})) password = forms.CharField(label="Password", max_length=16, widget=forms.PasswordInput(attrs={'class': 'form-control', 'name': 'password'})) class SignUpForm(UserCreationForm): full_name = forms.CharField(label="Full Name", max_length=50, Explanation: Complete the function 'save' body and add missing return
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 8
| 1,898
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.contrib.auth.forms import AuthenticationForm, UserCreationForm\nfrom django.contrib.auth.models import User\nfrom django import forms\n\n\nclass UploadFileForm(forms.Form):\n title = forms.CharField(max_length=50)\n file = forms.FileField()\n\n\n# If you don't do this you cannot use Bootstrap CSS\nclass LoginForm(AuthenticationForm):\n username = forms.CharField(label=\"Username\", max_length=16,\n widget=forms.TextInput(attrs={'class': 'form-control', 'name': 'username'}))\n password = forms.CharField(label=\"Password\", max_length=16,\n widget=forms.PasswordInput(attrs={'class': 'form-control', 'name': 'password'}))\n\n\nclass SignUpForm(UserCreationForm):\n full_name = forms.CharField(label=\"Full Name\", max_length=50,\n widget=forms.TextInput(attrs={'class': 'form-control', 'name': 'full_name'}))\n\n email = forms.EmailField(label = \"Email\", max_length =50, widget=forms.EmailInput(attrs={'class': 'form-control', 'name': 'email'}))\n\n class Meta:\n model = User\n fields = (\"email\", \"full_name\", \"username\", \"password1\", \"password2\")\n\n def save(self, commit=True):\n user = super(SignUpForm, self).save(commit=False)\n user.full_name = self.cleaned_data[\"full_name\"]\n user.email = self.cleaned_data[\"email\"]\n if commit:\n user.save()\n return user\n\n\nclass EmailSignupForm(UserCreationForm):\n full_name = forms.CharField(label=\"Full Name\", max_length=50,\n widget=forms.TextInput(attrs={'class': 'form-control', 'name': 'full_name'}))\n\n class Meta:\n model = User\n fields = (\"full_name\", \"username\", \"password1\", \"password2\")\n\n def save(self, commit=True):\n user = super(EmailSignupForm, self).save(commit=False)\n user.full_name = self.cleaned_data[\"full_name\"]\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.contrib.auth.forms import AuthenticationForm, UserCreationForm\nfrom django.contrib.auth.models import User\nfrom django import forms\n\n\nclass UploadFileForm(forms.Form):\n title = forms.CharField(max_length=50)\n file = forms.FileField()\n\n\n# If you don't do this you cannot use Bootstrap CSS\nclass LoginForm(AuthenticationForm):\n username = forms.CharField(label=\"Username\", max_length=16,\n widget=forms.TextInput(attrs={'class': 'form-control', 'name': 'username'}))\n password = forms.CharField(label=\"Password\", max_length=16,\n widget=forms.PasswordInput(attrs={'class': 'form-control', 'name': 'password'}))\n\n\nclass SignUpForm(UserCreationForm):\n full_name = forms.CharField(label=\"Full Name\", max_length=50,\n\n Explanation: Complete the function 'save' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
e067ec51a3742d007fe87145e158ef565747647f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import pandas as pd from pandas import DataFrame
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
data_processing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 49
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport pandas as pd\nfrom pandas import DataFrame"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
e068d2bbe0be95225acd32e5324a05a51bc85276
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import cv2 import numpy as np import threading def test(): while 1: img1=cv2.imread('captured car1.jpg') print("{}".format(img1.shape)) print("{}".format(img1)) cv2.imshow('asd',img1) cv2.waitKey(1) t1 = threading.Thread(target=test) t1.start()
|
Syntax Analysis: Syntax Errors Found: โข IndentationError at line 8 Fixes: โข Fix indentation to match Python syntax rules
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 296
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport cv2\nimport numpy as np\nimport threading\n\ndef test():\n while 1:\n img1=cv2.imread('captured car1.jpg')\n print(\"{}\".format(img1.shape))\n print(\"{}\".format(img1))\n cv2.imshow('asd',img1)\n cv2.waitKey(1)\n\nt1 = threading.Thread(target=test)\nt1.start()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 8\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
e06b5b33923a9795875422db89edadd2030423bd
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # Copyright 2013 Cloudbase Solutions Srl # # Author: Claudiu Belu <cbelu@cloudbasesolutions.com> # Alessandro Pilotti <apilotti@cloudbasesolutions.com> # # 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 HyperVException(inspector.InspectorException): pass class UtilsV2(object): _VIRTUAL_SYSTEM_TYPE_REALIZED = 'Microsoft:Hyper-V:System:Realized' _PROC_SETTING = 'Msvm_ProcessorSettingData' _SYNTH_ETH_PORT = 'Msvm_SyntheticEthernetPortSettingData' _ETH_PORT_ALLOC = 'Msvm_EthernetPortAllocationSettingData' _PORT_ACL_SET_DATA = 'Msvm_EthernetSwitchPortAclSettingData' _STORAGE_ALLOC = 'Msvm_StorageAllocationSettingData' _VS_SETTING_DATA = 'Msvm_VirtualSystemSettingData' _METRICS_ME = 'Msvm_MetricForME' _BASE_METRICS_VALUE = 'Msvm_BaseMetricValue' _CPU_METRIC_NAME = 'Aggregated Average CPU Utilization' _NET_IN_METRIC_NAME = 'Filtered Incoming Network Traffic' _NET_OUT_METRIC_NAME = 'Filtered Outgoing Network Traffic' # Disk metrics are supported from Hyper-V 2012 R2 _DISK_RD_METRIC_NAME = 'Disk Data Read' _DISK_WR_METRIC_NAME = 'Disk Data Written' def __init__(self, host='.'): if sys.platform = 'win32': self._init_hyperv_wmi_conn(host) self._init_cimv2_wmi_conn(host) self._host_cpu_info = None def _init_hyperv_wmi_conn(self, host): self._conn = wmi.WMI(moniker='//%s/root/virtualization/v2' % host) def _init_cimv2_wmi_conn(self, host): self._conn_cimv2 = wmi.WMI(moniker='//%s/root/cimv2' % host) def get_host_cpu_info(self): if not self._host_cpu_info: host_cpus = self._conn_cimv2.Win32_Processor() self._host_cpu_info = (host_cpus[0].MaxClockSpeed, len(host_cpus)) return self._host_cpu_info def get_all_vms(self): vms = [(v.ElementName, v.Name) for v in self._conn.Msvm_ComputerSystem(['ElementName', 'Name'], Caption="Virtual Machine")] return vms ... [13 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Assignment instead of comparison Severity: CRITICAL Location: Line 42 Buggy code: if sys.platform = 'win32': Should be: if sys.platform == 'win32': Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 5
| 2
| 2,592
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# Copyright 2013 Cloudbase Solutions Srl\n#\n# Author: Claudiu Belu <cbelu@cloudbasesolutions.com>\n# Alessandro Pilotti <apilotti@cloudbasesolutions.com>\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\nclass HyperVException(inspector.InspectorException):\n pass\n\n\nclass UtilsV2(object):\n\n _VIRTUAL_SYSTEM_TYPE_REALIZED = 'Microsoft:Hyper-V:System:Realized'\n\n _PROC_SETTING = 'Msvm_ProcessorSettingData'\n _SYNTH_ETH_PORT = 'Msvm_SyntheticEthernetPortSettingData'\n _ETH_PORT_ALLOC = 'Msvm_EthernetPortAllocationSettingData'\n _PORT_ACL_SET_DATA = 'Msvm_EthernetSwitchPortAclSettingData'\n _STORAGE_ALLOC = 'Msvm_StorageAllocationSettingData'\n _VS_SETTING_DATA = 'Msvm_VirtualSystemSettingData'\n _METRICS_ME = 'Msvm_MetricForME'\n _BASE_METRICS_VALUE = 'Msvm_BaseMetricValue'\n\n _CPU_METRIC_NAME = 'Aggregated Average CPU Utilization'\n _NET_IN_METRIC_NAME = 'Filtered Incoming Network Traffic'\n _NET_OUT_METRIC_NAME = 'Filtered Outgoing Network Traffic'\n # Disk metrics are supported from Hyper-V 2012 R2\n _DISK_RD_METRIC_NAME = 'Disk Data Read'\n _DISK_WR_METRIC_NAME = 'Disk Data Written'\n\n def __init__(self, host='.'):\n if sys.platform = 'win32':\n self._init_hyperv_wmi_conn(host)\n self._init_cimv2_wmi_conn(host)\n self._host_cpu_info = None\n\n def _init_hyperv_wmi_conn(self, host):\n self._conn = wmi.WMI(moniker='//%s/root/virtualization/v2' % host)\n\n def _init_cimv2_wmi_conn(self, host):\n self._conn_cimv2 = wmi.WMI(moniker='//%s/root/cimv2' % host)\n\n def get_host_cpu_info(self):\n if not self._host_cpu_info:\n host_cpus = self._conn_cimv2.Win32_Processor()\n self._host_cpu_info = (host_cpus[0].MaxClockSpeed, len(host_cpus))\n return self._host_cpu_info\n\n def get_all_vms(self):\n vms = [(v.ElementName, v.Name) for v in\n self._conn.Msvm_ComputerSystem(['ElementName', 'Name'],\n Caption=\"Virtual Machine\")]\n return vms\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Assignment instead of comparison\n Severity: CRITICAL\n\n Location: Line 42\n\n Buggy code:\n if sys.platform = 'win32':\n\n Should be:\n if sys.platform == 'win32':\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
e06beb7e97ea00b98e3ff8423b4c33335a68172e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # system from io import IOBase, StringIO import os # 3rd party import click # internal from days import DayFactory # import logging # logger = logging.getLogger(__name__) # logger.setLevel(logging.DEBUG) # ch = logging.StreamHandler() # logger.addHandler(ch) @click.group(invoke_without_command=True) @click.option('-d', '--day', required=True, type=click.IntRange(1, 31), metavar="<1..31>", help="Day you want to select.") @click.option('-p', '--puzzle', required=True, type=click.IntRange(1, 2), metavar="<1|2>", help="Puzzle you want to run.") @click.option('-i', '--input', required=True, type=click.Path(exists=True), help="Path to puzzle data.") def cli(day: int, puzzle: int, input: str): filename = os.path.join(input, f"{day:02}_puzzle_{puzzle}.txt") if os.path.exists(filename): input_stream = open(filename, "r") else: input_stream = StringIO('') avocd = DayFactory(day, input_stream) try: print(avocd.run(puzzle)) except NotImplementedError: print(f"Puzzle {puzzle} for day {day} not implemented.") if __name__ == "__main__": # pylint: disable=no-value-for-parameter cli()
|
Code analysis results: โ ๏ธ Warnings: Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 33 ๐ก Suggestions: Add docstring to function 'cli' Line 20 too long (122 chars) - break into multiple lines Line 21 too long (122 chars) - break into multiple lines
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 1
| 0
| 1,126
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# system\nfrom io import IOBase, StringIO\nimport os\n\n\n# 3rd party\nimport click\n\n# internal\nfrom days import DayFactory\n\n# import logging\n# logger = logging.getLogger(__name__)\n# logger.setLevel(logging.DEBUG)\n# ch = logging.StreamHandler()\n# logger.addHandler(ch)\n\n\n@click.group(invoke_without_command=True)\n@click.option('-d', '--day', required=True, type=click.IntRange(1, 31), metavar=\"<1..31>\", help=\"Day you want to select.\")\n@click.option('-p', '--puzzle', required=True, type=click.IntRange(1, 2), metavar=\"<1|2>\", help=\"Puzzle you want to run.\")\n@click.option('-i', '--input', required=True, type=click.Path(exists=True), help=\"Path to puzzle data.\")\ndef cli(day: int, puzzle: int, input: str):\n filename = os.path.join(input, f\"{day:02}_puzzle_{puzzle}.txt\")\n if os.path.exists(filename):\n input_stream = open(filename, \"r\")\n else:\n input_stream = StringIO('')\n avocd = DayFactory(day, input_stream)\n\n try:\n print(avocd.run(puzzle))\n except NotImplementedError:\n print(f\"Puzzle {puzzle} for day {day} not implemented.\")\n\n\nif __name__ == \"__main__\":\n # pylint: disable=no-value-for-parameter\n cli()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 33\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'cli'\n Line 20 too long (122 chars) - break into multiple lines\n Line 21 too long (122 chars) - break into multiple lines"}]
| false
| null | null | null |
e06fed7cfa54e3e815b314104d5c76b1f273336e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from matplotlib.colors import LinearSegmentedColormap Error: SyntaxError / EOF
|
Fixed Code: from matplotlib.colors import LinearSegmentedColormap from numpy import nan, inf # Used to reconstruct the colormap in viscm Explanation: Complete the truncated code structure
|
beginner
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 54
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\nfrom matplotlib.colors import LinearSegmentedColormap\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\nfrom matplotlib.colors import LinearSegmentedColormap\nfrom numpy import nan, inf\n\n# Used to reconstruct the colormap in viscm\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e0702674ad6cf140cbb31a3b885b600b8569c9c4
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import matplotlib.pyplot as plt import numpy as np import math from algorithm.planner.utils.car_utils import Car_C class Arrow: def __init__(self, x, y, theta, L, c): angle = np.deg2rad(30) d = 0.3 * L w = 2 x_start = x y_start = y x_end = x + L * np.cos(theta) y_end = y + L * np.sin(theta) theta_hat_L = theta + PI - angle theta_hat_R = theta + PI + angle x_hat_start = x_end x_hat_end_L = x_hat_start + d * np.cos(theta_hat_L) x_hat_end_R = x_hat_start + d * np.cos(theta_hat_R) y_hat_start = y_end y_hat_end_L = y_hat_start + d * np.sin(theta_hat_L) y_hat_end_R = y_hat_start + d * np.sin(theta_hat_R) plt.plot([x_start, x_end], [y_start, y_end], color=c, linewidth=w) plt.plot([x_hat_start, x_hat_end_L], [y_hat_start, y_hat_end_L], color=c, linewidth=w) plt.plot([x_hat_start, x_hat_end_R], [y_hat_start, y_hat_end_R], color=c, linewidth=w) class Car: def __init__(self, x, y, yaw, w, L): theta_B = PI + yaw xB = x + L / 4 * np.cos(theta_B) yB = y + L / 4 * np.sin(theta_B) theta_BL = theta_B + PI / 2 theta_BR = theta_B - PI / 2 x_BL = xB + w / 2 * np.cos(theta_BL) # Bottom-Left vertex y_BL = yB + w / 2 * np.sin(theta_BL) x_BR = xB + w / 2 * np.cos(theta_BR) # Bottom-Right vertex y_BR = yB + w / 2 * np.sin(theta_BR) x_FL = x_BL + L * np.cos(yaw) # Front-Left vertex y_FL = y_BL + L * np.sin(yaw) x_FR = x_BR + L * np.cos(yaw) # Front-Right vertex y_FR = y_BR + L * np.sin(yaw) plt.plot([x_BL, x_BR, x_FR, x_FL, x_BL], [y_BL, y_BR, y_FR, y_FL, y_BL], linewidth=1, color='black') Arrow(x, y, yaw, L / 2, 'black') ... [1 more functiondefs truncated] ...
|
Code analysis results: ๐ด Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 63: ... [1 more functiondefs truncated] ... โ ๏ธ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 ๐ก Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
oop
|
debugging
|
Pythoncode:Python
| 2
| 2
| 1,967
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport math\nfrom algorithm.planner.utils.car_utils import Car_C\n\nclass Arrow:\n def __init__(self, x, y, theta, L, c):\n angle = np.deg2rad(30)\n d = 0.3 * L\n w = 2\n\n x_start = x\n y_start = y\n x_end = x + L * np.cos(theta)\n y_end = y + L * np.sin(theta)\n\n theta_hat_L = theta + PI - angle\n theta_hat_R = theta + PI + angle\n\n x_hat_start = x_end\n x_hat_end_L = x_hat_start + d * np.cos(theta_hat_L)\n x_hat_end_R = x_hat_start + d * np.cos(theta_hat_R)\n\n y_hat_start = y_end\n y_hat_end_L = y_hat_start + d * np.sin(theta_hat_L)\n y_hat_end_R = y_hat_start + d * np.sin(theta_hat_R)\n\n plt.plot([x_start, x_end], [y_start, y_end], color=c, linewidth=w)\n plt.plot([x_hat_start, x_hat_end_L],\n [y_hat_start, y_hat_end_L], color=c, linewidth=w)\n plt.plot([x_hat_start, x_hat_end_R],\n [y_hat_start, y_hat_end_R], color=c, linewidth=w)\n\n\nclass Car:\n def __init__(self, x, y, yaw, w, L):\n theta_B = PI + yaw\n\n xB = x + L / 4 * np.cos(theta_B)\n yB = y + L / 4 * np.sin(theta_B)\n\n theta_BL = theta_B + PI / 2\n theta_BR = theta_B - PI / 2\n\n x_BL = xB + w / 2 * np.cos(theta_BL) # Bottom-Left vertex\n y_BL = yB + w / 2 * np.sin(theta_BL)\n x_BR = xB + w / 2 * np.cos(theta_BR) # Bottom-Right vertex\n y_BR = yB + w / 2 * np.sin(theta_BR)\n\n x_FL = x_BL + L * np.cos(yaw) # Front-Left vertex\n y_FL = y_BL + L * np.sin(yaw)\n x_FR = x_BR + L * np.cos(yaw) # Front-Right vertex\n y_FR = y_BR + L * np.sin(yaw)\n\n plt.plot([x_BL, x_BR, x_FR, x_FL, x_BL],\n [y_BL, y_BR, y_FR, y_FL, y_BL],\n linewidth=1, color='black')\n\n Arrow(x, y, yaw, L / 2, 'black')\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 Invalid syntax at line 63: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
e0709fa966341538c2d49529de984d39878ed846
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from sqlalchemy import Integer, Text, DateTime, func, Boolean, text from models.database_models import Base, Column class Comment(Base): __tablename__ = "comment" id = Column(Integer, primary_key=True, ) user_id = Column(Integer, nullable=False, comment="่ฏ่ฎบ็จๆท็ ID") post_id = Column(Integer, nullable=False, comment="Post ๆ็ซ ็ ID") content = Column(Text, nullable=False, comment="็จๆท็่ฏ่ฎบ") create_time = Column(DateTime, server_default=func.now(), comment="ๅๅปบๆถ้ด") update_time = Column(DateTime, server_default=func.now(), onupdate=func.now(), comment="ๆดๆฐๆถ้ด") deleted = Column(Boolean, default=False, server_default=text('0'), nullable=False, comment="่ฏฅ้กน็ฎๆฏๅฆ่ขซๅ ้ค")
|
Code Review: โ ๏ธ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 โจ Improvements: Add docstring to class 'Comment'
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 0
| 1
| 696
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom sqlalchemy import Integer, Text, DateTime, func, Boolean, text\n\nfrom models.database_models import Base, Column\n\n\nclass Comment(Base):\n __tablename__ = \"comment\"\n\n id = Column(Integer, primary_key=True, )\n user_id = Column(Integer, nullable=False, comment=\"\u8bc4\u8bba\u7528\u6237\u7684 ID\")\n post_id = Column(Integer, nullable=False, comment=\"Post \u6587\u7ae0\u7684 ID\")\n content = Column(Text, nullable=False, comment=\"\u7528\u6237\u7684\u8bc4\u8bba\")\n\n create_time = Column(DateTime, server_default=func.now(), comment=\"\u521b\u5efa\u65f6\u95f4\")\n update_time = Column(DateTime, server_default=func.now(), onupdate=func.now(), comment=\"\u66f4\u65b0\u65f6\u95f4\")\n deleted = Column(Boolean, default=False, server_default=text('0'), nullable=False, comment=\"\u8be5\u9879\u76ee\u662f\u5426\u88ab\u5220\u9664\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\u2728 Improvements:\n Add docstring to class 'Comment'"}]
| false
| null | null | null |
e0712713ade0b6560e6616c234015a83c6ef39c9
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import json import re from datetime import datetime from json.decoder import JSONDecodeError import click from boto3.session import Session from boto3_type_annotations.ecs import Client from botocore.exceptions import ClientError, NoCredentialsError from dateutil.tz.tz import tzlocal from dictdiffer import diff def read_env_file(container_name, file): env_vars = [] try: with open(file) as f: for line in f: if line.startswith('#') or not line.strip() or '=' not in line: continue key, value = line.strip().split('=', 1) env_vars.append((container_name, key, value)) except Exception as e: raise EcsTaskDefinitionCommandError(str(e)) return tuple(env_vars) class EcsClient(object): def __init__(self, aws_access_key_id=None, aws_secret_access_key=None, aws_session_token=None, region_name=None, profile_name=None): session = Session( aws_access_key_id=aws_access_key_id, aws_secret_access_key=aws_secret_access_key, aws_session_token=aws_session_token, ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: โข Complete the truncated code structure Example continuation: profile_name=profile_name ) self.boto: Client = session.client('ecs') self.events = session.client('events')
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 8
| 1
| 1,143
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport json\nimport re\nfrom datetime import datetime\nfrom json.decoder import JSONDecodeError\n\nimport click\nfrom boto3.session import Session\nfrom boto3_type_annotations.ecs import Client\nfrom botocore.exceptions import ClientError, NoCredentialsError\nfrom dateutil.tz.tz import tzlocal\nfrom dictdiffer import diff\n\ndef read_env_file(container_name, file):\n env_vars = []\n try:\n with open(file) as f:\n for line in f:\n if line.startswith('#') or not line.strip() or '=' not in line:\n continue\n key, value = line.strip().split('=', 1)\n env_vars.append((container_name, key, value))\n except Exception as e:\n raise EcsTaskDefinitionCommandError(str(e))\n return tuple(env_vars)\n\n\nclass EcsClient(object):\n def __init__(self, aws_access_key_id=None, aws_secret_access_key=None, aws_session_token=None, region_name=None,\n profile_name=None):\n session = Session(\n aws_access_key_id=aws_access_key_id,\n aws_secret_access_key=aws_secret_access_key,\n aws_session_token=aws_session_token,\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 profile_name=profile_name\n )\n\n self.boto: Client = session.client('ecs')\n self.events = session.client('events')"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e072653c74adbd64f985b81e9b674ad50e5a700a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import networkx as nx from scipy.special import comb import attr class Count(object): """Count class with monochromatic and bichromatic counts""" n = attr.ib() monochromatic = attr.ib(default=0) bichromatic = attr.ib(default=0) def count_edge(self, u, v): if (u < self.n / 2) != (v < self.n / 2): self.bichromatic += 1 else: self.monochromatic += 1 class SBM(): """SBM class with predicted numbers of wedges and local bridges and actual counts""" def __init__(self, n, p, q, seed=0): self.n = n self.p = p self.q = q self.g = nx.generators.community.stochastic_block_model( [int(self.n / 2), int(self.n / 2)], [[p, q], [q, p]], seed=seed) def is_bichromatic(self, u, v): return (u < self.n / 2) != (v < self.n / 2) def get_bichromatic_fraction(self): bichromatic = 0 for (x, y) in self.g.edges(): if self.is_bichromatic(x, y): bichromatic += 1 return bichromatic / len(self.g.edges()) def is_local_bridge(self, u, v): return not set(self.g.neighbors(u)).intersection(set(self.g.neighbors(v))) def count_local_bridges(self): monochromatic, bichromatic = 0, 0 for (u, v) in self.g.edges(): if self.is_local_bridge(u, v): if self.is_bichromatic(u, v): bichromatic += 1 else: monochromatic += 1 return monochromatic, bichromatic def _count_possible_edges(self, local_bridge): count = Count(self.n) for u in range(self.n): for v in range(u+1, self.n): if not self.g.has_edge(u, v) and \ (self.is_local_bridge(u, v) == local_bridge): count.count_edge(u, v) return count def count_possible_local_bridges(self): return self._count_possible_edges(local_bridge=True) def count_possible_closures(self): return self._count_possible_edges(local_bridge=False) def count_wedges(self): count = Count(self.n) for v in self.g.nodes(): sorted_neighbors = sorted(self.g.neighbors(v)) for i in range(len(sorted_neighbors)): for j in range(i + 1, len(sorted_neighbors)): if not self.g.has_edge(sorted_neighbors[i], sorted_neighbors[j]): count.count_edge(sorted_neighbors[i], sorted_neighbors[j]) return count def predicted_wedges(self): return Count( self.n, monochromatic=3 * 2 * comb(self.n/2, 3 * self.p**2 * (1-self.p) \ + self.n * comb(self.n/2, 2) * self.q**2 * (1-self.p), bichromatic=2 * self.n * comb(self.n/2, 2) * self.p * self.q * (1-self.q) ) ... [3 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: โข Code truncated in middle of expression - unexpected EOF โข Unclosed '(' at line 79 - expected ')' โข SyntaxError: '(' was never closed at line 79 Fix: Add missing ')' bracket at line 81
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 11
| 2
| 2,933
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport networkx as nx\nfrom scipy.special import comb\nimport attr\n\n\nclass Count(object):\n \"\"\"Count class with monochromatic and bichromatic counts\"\"\"\n n = attr.ib()\n monochromatic = attr.ib(default=0)\n bichromatic = attr.ib(default=0)\n\n def count_edge(self, u, v):\n if (u < self.n / 2) != (v < self.n / 2):\n self.bichromatic += 1\n else:\n self.monochromatic += 1\n\n\nclass SBM():\n \"\"\"SBM class with predicted numbers of wedges and local bridges and actual counts\"\"\"\n def __init__(self, n, p, q, seed=0):\n self.n = n\n self.p = p\n self.q = q\n self.g = nx.generators.community.stochastic_block_model(\n [int(self.n / 2), int(self.n / 2)],\n [[p, q], [q, p]],\n seed=seed)\n\n def is_bichromatic(self, u, v):\n return (u < self.n / 2) != (v < self.n / 2)\n\n def get_bichromatic_fraction(self):\n bichromatic = 0\n for (x, y) in self.g.edges():\n if self.is_bichromatic(x, y):\n bichromatic += 1\n return bichromatic / len(self.g.edges())\n\n def is_local_bridge(self, u, v):\n return not set(self.g.neighbors(u)).intersection(set(self.g.neighbors(v)))\n\n def count_local_bridges(self):\n monochromatic, bichromatic = 0, 0\n for (u, v) in self.g.edges():\n if self.is_local_bridge(u, v):\n if self.is_bichromatic(u, v):\n bichromatic += 1\n else:\n monochromatic += 1\n return monochromatic, bichromatic\n \n def _count_possible_edges(self, local_bridge):\n count = Count(self.n)\n for u in range(self.n):\n for v in range(u+1, self.n):\n if not self.g.has_edge(u, v) and \\\n (self.is_local_bridge(u, v) == local_bridge):\n count.count_edge(u, v)\n return count\n\n def count_possible_local_bridges(self):\n return self._count_possible_edges(local_bridge=True)\n \n def count_possible_closures(self):\n return self._count_possible_edges(local_bridge=False)\n\n def count_wedges(self):\n count = Count(self.n)\n for v in self.g.nodes():\n sorted_neighbors = sorted(self.g.neighbors(v))\n for i in range(len(sorted_neighbors)):\n for j in range(i + 1, len(sorted_neighbors)):\n if not self.g.has_edge(sorted_neighbors[i], sorted_neighbors[j]):\n count.count_edge(sorted_neighbors[i], sorted_neighbors[j])\n return count\n\n def predicted_wedges(self):\n return Count(\n self.n,\n monochromatic=3 * 2 * comb(self.n/2, 3 * self.p**2 * (1-self.p) \\\n + self.n * comb(self.n/2, 2) * self.q**2 * (1-self.p),\n bichromatic=2 * self.n * comb(self.n/2, 2) * self.p * self.q * (1-self.q)\n )\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 79 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 79\n\n Fix: Add missing ')' bracket at line 81"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e07447362c2cd948e8959b2a92a8309441af1ece
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from typing import Callable, Collection, Iterable, List, Union from data.anagram import anagram_iter from data.graph import _op_mixin, bloom_mask, bloom_node, bloom_node_reducer def merge_fn( host: 'bloom_node.BloomNode', sources: List['bloom_node.BloomNode'], extra: list, whitelist: Collection = None, blacklist: Collection = None, **kwargs) -> None: del kwargs assert len(sources) == 1 exit_node = sources[0] assert len(extra) == 1 state = _normalize_state(exit_node, extra[0]) children = list(state) # TODO: Need a cleaner way to inject and rerun these nodes. if len(children) == 1: host.op = _op_mixin.Op(_op_mixin.OP_IDENTITY, children) else:
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: โข IndentationError at line 23 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 701
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom typing import Callable, Collection, Iterable, List, Union\n\nfrom data.anagram import anagram_iter\nfrom data.graph import _op_mixin, bloom_mask, bloom_node, bloom_node_reducer\n\ndef merge_fn(\n host: 'bloom_node.BloomNode',\n sources: List['bloom_node.BloomNode'],\n extra: list,\n whitelist: Collection = None,\n blacklist: Collection = None,\n **kwargs) -> None:\n del kwargs\n assert len(sources) == 1\n exit_node = sources[0]\n assert len(extra) == 1\n state = _normalize_state(exit_node, extra[0])\n children = list(state)\n # TODO: Need a cleaner way to inject and rerun these nodes.\n if len(children) == 1:\n host.op = _op_mixin.Op(_op_mixin.OP_IDENTITY, children)\n else:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 IndentationError at line 23\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e0745cd9bd4ca77f2c09e9dd6bb425b9d75991b3
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import json import re import logging import html.parser import zlib import requests from gogapi import urls from gogapi.base import NotAuthorizedError, logger from gogapi.product import Product, Series from gogapi.search import SearchResult def find_scripts(site): parser = ScriptParser() parser.feed(site) return parser.scripts class ScriptParser(html.parser.HTMLParser): def __init__(self): super().__init__() self.last_tag = None self.scripts = [] def handle_starttag(self, tag, attrs): self.last_tag = tag def handle_data(self, data): if self.last_tag == "script": self.scripts.append(data) class GogApi: def __init__(self, token=None): self.token = token self.locale = (None, None, None # TODO: replace tuple self.session = requests.Session() self.session.headers["User-Agent"] = USER_AGENT self.force_authorize = False # Helpers def request(self, method, url, authorized=True, allow_redirects=False, **kwargs): """ Wrapper around requests.request that also handles authorization, retries and logging """ if authorized or self.force_authorize: if self.token is None: raise NotAuthorizedError() if self.token.expired(): self.token.refresh() self.session.headers["Authorization"] = \ "Bearer " + self.token.access_token else: self.session.headers.pop("Authorization", None) # Retries retries = REQUEST_RETRIES while retries > 0: resp = self.session.request( method, url, allow_redirects=allow_redirects, **kwargs) if resp.status_code < 400: return resp elif 400 <= resp.status_code < 500: break else: retries -= 1 resp.raise_for_status() def get(self, *args, **kwargs): """ Wrapper around requests.get """ return self.request("GET", *args, **kwargs) def post(self, *args, **kwargs): """ Wrapper around requests.post """ return self.request("POST", *args, **kwargs) ... [72 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: โข Code truncated in middle of expression - unexpected EOF โข Unterminated string literal at line 46 โข Unclosed '(' at line 37 - expected ')' Fixes: โข Complete the expression on the last line โข Add closing quote at line 46 โข Add closing ')' bracket
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 8
| 2
| 2,337
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport json\nimport re\nimport logging\nimport html.parser\nimport zlib\n\nimport requests\n\nfrom gogapi import urls\nfrom gogapi.base import NotAuthorizedError, logger\nfrom gogapi.product import Product, Series\nfrom gogapi.search import SearchResult\n\ndef find_scripts(site):\n parser = ScriptParser()\n parser.feed(site)\n return parser.scripts\n\nclass ScriptParser(html.parser.HTMLParser):\n def __init__(self):\n super().__init__()\n self.last_tag = None\n self.scripts = []\n\n def handle_starttag(self, tag, attrs):\n self.last_tag = tag\n\n def handle_data(self, data):\n if self.last_tag == \"script\":\n self.scripts.append(data)\n\n\n\nclass GogApi:\n def __init__(self, token=None):\n self.token = token\n self.locale = (None, None, None # TODO: replace tuple\n self.session = requests.Session()\n self.session.headers[\"User-Agent\"] = USER_AGENT\n self.force_authorize = False\n\n # Helpers\n\n def request(self, method, url, authorized=True, allow_redirects=False,\n **kwargs):\n \"\"\"\n Wrapper around requests.request that also handles authorization,\n retries and logging\n \"\"\"\n\n if authorized or self.force_authorize:\n if self.token is None:\n raise NotAuthorizedError()\n if self.token.expired():\n self.token.refresh()\n self.session.headers[\"Authorization\"] = \\\n \"Bearer \" + self.token.access_token\n else:\n self.session.headers.pop(\"Authorization\", None)\n\n # Retries\n retries = REQUEST_RETRIES\n while retries > 0:\n resp = self.session.request(\n method, url, allow_redirects=allow_redirects, **kwargs)\n if resp.status_code < 400:\n return resp\n elif 400 <= resp.status_code < 500:\n break\n else:\n retries -= 1\n\n resp.raise_for_status()\n\n def get(self, *args, **kwargs):\n \"\"\"\n Wrapper around requests.get\n \"\"\"\n return self.request(\"GET\", *args, **kwargs)\n\n def post(self, *args, **kwargs):\n \"\"\"\n Wrapper around requests.post\n \"\"\"\n return self.request(\"POST\", *args, **kwargs)\n\n\n ... [72 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 46\n \u2022 Unclosed '(' at line 37 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 46\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
e074a8e70a88cdf3e39529ffdda1dc94abc0febf
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pathlib import os from setuptools import setup # The directory containing this file HERE = pathlib.Path(__file__).parent # The text of the README file README = (HERE / "README.md").read_text() # specify requirements of your package here
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 246
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pathlib\nimport os\nfrom setuptools import setup\n\n# The directory containing this file\nHERE = pathlib.Path(__file__).parent\n\n# The text of the README file\nREADME = (HERE / \"README.md\").read_text()\n\n# specify requirements of your package here"}, {"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
|
e0756c223fe0a2644bdda0e4b367139a612e5089
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #! /usr/bin/env python import os import sys args = sys.argv[1:] os.system('python -O -m spanningtree.csv_experiment_statistics ' + ' '.join(args))
|
Code Review: โ ๏ธ Code quality: Unexpected indentation at line 7
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 156
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#! /usr/bin/env python\nimport os\nimport sys\n\nargs = sys.argv[1:]\nos.system('python -O -m spanningtree.csv_experiment_statistics ' +\n ' '.join(args))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7"}]
| false
| null | null | null |
e076824b715f780b36bdb8e03020e256a3cf8b8d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch import torch.optim as optim from torch.optim.lr_scheduler import LambdaLR from allenact.algorithms.onpolicy_sync.losses import PPO from allenact.algorithms.onpolicy_sync.losses.imitation import Imitation from allenact.algorithms.onpolicy_sync.losses.ppo import PPOConfig from allenact.utils.experiment_utils import ( Builder, PipelineStage, TrainingPipeline, LinearDecay, ) from projects.tutorials.object_nav_ithor_ppo_one_object import ( ObjectNavThorPPOExperimentConfig, ) class ObjectNavThorDaggerThenPPOExperimentConfig(ObjectNavThorPPOExperimentConfig): """A simple object navigation experiment in THOR. Training with DAgger and then PPO. """ @classmethod def tag(cls): return "ObjectNavThorDaggerThenPPO" @classmethod def training_pipeline(cls, **kwargs): dagger_steos = int(1e4) ppo_steps = int(1e6) lr = 2.5e-4 num_mini_batch = 2 if not torch.cuda.is_available() else 6 update_repeats = 4 num_steps = 128 metric_accumulate_interval = cls.MAX_STEPS * 10 # Log every 10 max length tasks save_interval = 10000 gamma = 0.99 use_gae = True gae_lambda = 1.0 max_grad_norm = 0.5 return TrainingPipeline( save_interval=save_interval, metric_accumulate_interval=metric_accumulate_interval, optimizer_builder=Builder(optim.Adam, dict(lr=lr)), num_mini_batch=num_mini_batch, update_repeats=update_repeats, max_grad_norm=max_grad_norm, num_steps=num_steps, named_losses={ "ppo_loss": PPO(clip_decay
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: โข Unterminated string literal at line 20 โข Unclosed '(' at line 44 - expected ')' โข Unclosed '{' at line 52 - expected '}' Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,687
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\nimport torch.optim as optim\nfrom torch.optim.lr_scheduler import LambdaLR\n\nfrom allenact.algorithms.onpolicy_sync.losses import PPO\nfrom allenact.algorithms.onpolicy_sync.losses.imitation import Imitation\nfrom allenact.algorithms.onpolicy_sync.losses.ppo import PPOConfig\nfrom allenact.utils.experiment_utils import (\n Builder,\n PipelineStage,\n TrainingPipeline,\n LinearDecay,\n)\nfrom projects.tutorials.object_nav_ithor_ppo_one_object import (\n ObjectNavThorPPOExperimentConfig,\n)\n\n\nclass ObjectNavThorDaggerThenPPOExperimentConfig(ObjectNavThorPPOExperimentConfig):\n \"\"\"A simple object navigation experiment in THOR.\n\n Training with DAgger and then PPO.\n \"\"\"\n\n @classmethod\n def tag(cls):\n return \"ObjectNavThorDaggerThenPPO\"\n\n @classmethod\n def training_pipeline(cls, **kwargs):\n dagger_steos = int(1e4)\n ppo_steps = int(1e6)\n lr = 2.5e-4\n num_mini_batch = 2 if not torch.cuda.is_available() else 6\n update_repeats = 4\n num_steps = 128\n metric_accumulate_interval = cls.MAX_STEPS * 10 # Log every 10 max length tasks\n save_interval = 10000\n gamma = 0.99\n use_gae = True\n gae_lambda = 1.0\n max_grad_norm = 0.5\n\n return TrainingPipeline(\n save_interval=save_interval,\n metric_accumulate_interval=metric_accumulate_interval,\n optimizer_builder=Builder(optim.Adam, dict(lr=lr)),\n num_mini_batch=num_mini_batch,\n update_repeats=update_repeats,\n max_grad_norm=max_grad_norm,\n num_steps=num_steps,\n named_losses={\n \"ppo_loss\": PPO(clip_decay"}, {"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 20\n \u2022 Unclosed '(' at line 44 - expected ')'\n \u2022 Unclosed '{' at line 52 - expected '}'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e0774173b092651de83171acaf096405634f72ae
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from numpy import array from pickle import load from pandas import read_csv import os from BioCAT.src.Combinatorics import multi_thread_shuffling, multi_thread_calculating_scores, make_combine, get_score, get_max_aminochain, skipper # Importing random forest model def make_shuffle_matrix(matrix, cpu, iterat): """ The functuion generate massive of shuffled matrix. Parameters ---------- matrix : pandas DataFrame PSSM profile. cpu : int Number of tred used. iterat : int Number of iterations of shuffling. Returns ------- module_shuffling_matrix : list List of matrix, shuffled by module. substrate_shuffling_matrix : list List of matrix, shuffled by substrate. """ module_shuffling_matrix = multi_thread_shuffling(matrix, ShufflingType='module', iterations=iterat, threads=cpu) substrate_shuffling_matrix = multi_thread_shuffling(matrix, ShufflingType='substrate', iterations=iterat, threads=cpu) return module_shuffling_matrix, substrate_shuffling_matrix # The fujnction finds suquence with maximum possible value, results from alignment def get_MaxSeq(matrix, variant_seq): """ The functuion parallel calculation of scores for shuffled matrix. Parameters ---------- matrix : pandas DataFrame PSSM profile. variant_seq : list Variant of core peptide chain. Returns ------- shuffled_scores : list List of scores for shuffled matrix. """ MaxSeq = [] subs = matrix.keys()[1: ] # Find sequence, wich have maximum alignment score for idx in matrix.index: MAX_value = max(list(matrix.iloc[idx][1:])) for key in subs: if matrix[key][idx] == MAX_value: MaxSeq.append(key) # If two smonomer have same value break # Making two variants of MaxSeq MaxSeq_full = MaxSeq.copy() MaxSeq_nan = MaxSeq.copy() for max_sub_idx in range(len(MaxSeq)): if variant_seq[max_sub_idx] == 'nan': MaxSeq_nan[max_sub_idx] = 'nan' # Adding nan to MaxSeq return MaxSeq_full, MaxSeq_nan # The function gives an information about clusters ... [3 more functiondefs truncated] ...
|
Code analysis results: ๐ด Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 10 Block at line 51 has no indented body Block at line 56 has no indented body Block at line 65 has no indented body โ ๏ธ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 ๐ก Suggestions: Complete the expression on the last line Add closing quote at line 10 Review syntax near the error location
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 2,251
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom numpy import array\nfrom pickle import load\nfrom pandas import read_csv\nimport os\nfrom BioCAT.src.Combinatorics import multi_thread_shuffling, multi_thread_calculating_scores, make_combine, get_score, get_max_aminochain, skipper\n\n# Importing random forest model\n\ndef make_shuffle_matrix(matrix, cpu, iterat):\n \"\"\"\n The functuion generate massive of shuffled matrix.\n\n Parameters\n ----------\n matrix : pandas DataFrame\n PSSM profile.\n cpu : int\n Number of tred used.\n iterat : int\n Number of iterations of shuffling.\n Returns\n -------\n module_shuffling_matrix : list\n List of matrix, shuffled by module.\n substrate_shuffling_matrix : list\n List of matrix, shuffled by substrate.\n \"\"\"\n module_shuffling_matrix = multi_thread_shuffling(matrix, ShufflingType='module', iterations=iterat, threads=cpu)\n substrate_shuffling_matrix = multi_thread_shuffling(matrix, ShufflingType='substrate', iterations=iterat, threads=cpu)\n return module_shuffling_matrix, substrate_shuffling_matrix\n\n# The fujnction finds suquence with maximum possible value, results from alignment\ndef get_MaxSeq(matrix, variant_seq):\n \"\"\"\n The functuion parallel calculation of scores for shuffled matrix.\n\n Parameters\n ----------\n matrix : pandas DataFrame\n PSSM profile.\n variant_seq : list\n Variant of core peptide chain.\n Returns\n -------\n shuffled_scores : list\n List of scores for shuffled matrix.\n \"\"\"\n MaxSeq = []\n subs = matrix.keys()[1: ]\n # Find sequence, wich have maximum alignment score \n for idx in matrix.index:\n\n MAX_value = max(list(matrix.iloc[idx][1:]))\n\n for key in subs:\n if matrix[key][idx] == MAX_value:\n\n MaxSeq.append(key) # If two smonomer have same value\n break\n # Making two variants of MaxSeq\n MaxSeq_full = MaxSeq.copy()\n MaxSeq_nan = MaxSeq.copy()\n \n for max_sub_idx in range(len(MaxSeq)):\n if variant_seq[max_sub_idx] == 'nan':\n\n MaxSeq_nan[max_sub_idx] = 'nan' # Adding nan to MaxSeq\n\n return MaxSeq_full, MaxSeq_nan\n# The function gives an information about clusters\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 10\n Block at line 51 has no indented body\n Block at line 56 has no indented body\n Block at line 65 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\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 |
e077592087a48a19c044b7ca66417c720c7d2548
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # built-in from typing import Optional # app from .common import TOKENS, Extractor, Token, traverse from .value import UNKNOWN, get_value get_returns = Extractor() inner_extractor = Extractor() def has_returns(body: list) -> bool: for expr in traverse(body=body): if isinstance(expr, TOKENS.RETURN + TOKENS.YIELD):
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: โข Block at line 15 has no body - expected indented block โข IndentationError at line 15 Fix: Add body to For block or use 'pass' statement
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 331
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# built-in\nfrom typing import Optional\n\n# app\nfrom .common import TOKENS, Extractor, Token, traverse\nfrom .value import UNKNOWN, get_value\n\n\nget_returns = Extractor()\ninner_extractor = Extractor()\n\n\ndef has_returns(body: list) -> bool:\n for expr in traverse(body=body):\n if isinstance(expr, TOKENS.RETURN + TOKENS.YIELD):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Block at line 15 has no body - expected indented block\n \u2022 IndentationError at line 15\n\n Fix: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
e0776cc9711477b5d215a8a600b08e98b5af4d8a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: def aaa(): # trick sphinx to build link in doc pass # retired ibmqx2_c_to_tars =\ { 0: [1, 2], 1: [2], 2: [], 3: [2, 4], 4: [2] } # 6 edges # retired ibmqx4_c_to_tars =\ { 0: [], 1: [0], 2: [0, 1, 4], 3: [2, 4], 4: [] } # 6 edges # retired ibmq16Rus_c_to_tars = \ { 0: [], 1: [0, 2], 2: [3], 3: [4, 14], 4: [], 5: [4], 6: [5, 7, 11], 7: [10], 8: [7], 9: [8, 10], 10: [], 11: [10], 12: [5, 11, 13], 13: [4, 14], 14: [], 15: [0, 2, 14] } # 22 edges ibm20AustinTokyo_c_to_tars = \ { # Complete this line 1: [0, 2, 6, 7], 2: [1, 3, 6, 7], 3: [2, 4, 8, 9], 4: [3, 8, 9], 5: [0, 6, 10, 11], 6: [1, 2, 5, 7, 10, 11], 7: [1, 2, 6, 8, 12, 13], 8: [3, 4, 7, 9, 12, 13], 9: [3, 4, 8, 14], 10: [5, 6, 11, 15], 11: [5, 6, 10, 12, 16, 17], 12: [7, 8, 11, 13, 16, 17], 13: [7, 8, 12, 14, 18, 19], 14: [9, 13, 18, 19], 15: [10, 16], 16: [11, 12, 15, 17], 17: [11, 12, 16, 18], 18: [13, 14, 17, 19], 19: [13, 14, 18] } # 86 edges ibmq5YorktownTenerife_c_to_tars = \ { 0: [1, 2], 1: [0, 2], 2: [0, 1, 3, 4], 3: [2, 4], 4: [2, 3] } # 12 edges ibmq14Melb_c_to_tars = \ { 0: [1], 1: [0, 2, 13], 2: [1, 3, 12], 3: [2, 4, 11], 4: [3, 5, 10], 5: [4, 6, 9], 6: [5, 8], 7: [8], 8: [6, 7, 9], 9: [5, 8, 10], 10: [4, 9, 11], 11: [3, 10, 12], 12: [2, 11, 13], 13: [1, 12] } # 36 edges
|
The missing line is: 0: [1, 5],
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 1,526
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef aaa():\n # trick sphinx to build link in doc\n pass\n\n# retired\nibmqx2_c_to_tars =\\\n{\n 0: [1, 2],\n 1: [2],\n 2: [],\n 3: [2, 4],\n 4: [2]\n} # 6 edges\n\n# retired\nibmqx4_c_to_tars =\\\n{\n 0: [],\n 1: [0],\n 2: [0, 1, 4],\n 3: [2, 4],\n 4: []\n} # 6 edges\n\n# retired\nibmq16Rus_c_to_tars = \\\n{\n 0: [],\n 1: [0, 2],\n 2: [3],\n 3: [4, 14],\n 4: [],\n 5: [4],\n 6: [5, 7, 11],\n 7: [10],\n 8: [7],\n 9: [8, 10],\n 10: [],\n 11: [10],\n 12: [5, 11, 13],\n 13: [4, 14],\n 14: [],\n 15: [0, 2, 14]\n} # 22 edges\n\nibm20AustinTokyo_c_to_tars = \\\n{\n # Complete this line\n 1: [0, 2, 6, 7],\n 2: [1, 3, 6, 7],\n 3: [2, 4, 8, 9],\n 4: [3, 8, 9],\n 5: [0, 6, 10, 11],\n 6: [1, 2, 5, 7, 10, 11],\n 7: [1, 2, 6, 8, 12, 13],\n 8: [3, 4, 7, 9, 12, 13],\n 9: [3, 4, 8, 14],\n 10: [5, 6, 11, 15],\n 11: [5, 6, 10, 12, 16, 17],\n 12: [7, 8, 11, 13, 16, 17],\n 13: [7, 8, 12, 14, 18, 19],\n 14: [9, 13, 18, 19],\n 15: [10, 16],\n 16: [11, 12, 15, 17],\n 17: [11, 12, 16, 18],\n 18: [13, 14, 17, 19],\n 19: [13, 14, 18]\n} # 86 edges\n\nibmq5YorktownTenerife_c_to_tars = \\\n{\n 0: [1, 2],\n 1: [0, 2],\n 2: [0, 1, 3, 4],\n 3: [2, 4],\n 4: [2, 3]\n} # 12 edges\n\nibmq14Melb_c_to_tars = \\\n{\n 0: [1],\n 1: [0, 2, 13],\n 2: [1, 3, 12],\n 3: [2, 4, 11],\n 4: [3, 5, 10],\n 5: [4, 6, 9],\n 6: [5, 8],\n 7: [8],\n 8: [6, 7, 9],\n 9: [5, 8, 10],\n 10: [4, 9, 11],\n 11: [3, 10, 12],\n 12: [2, 11, 13],\n 13: [1, 12]\n} # 36 edges"}, {"role": "assistant", "content": "The missing line is:\n 0: [1, 5],"}]
| false
| null | null | null |
e077be2cbaa5c0711f376c7e5a696aa0b37ee960
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import signal import requests import time from math import floor class ApiException(Exception): pass class Book(object): def __init__(self, sym, json): global NaN self.sym = sym self.json = json # could be cached self.bids = self.json['bids'] self.asks = self.json['asks'] self.ask_price = 1 self.asks_quantity_left = 0 self.bid_price = 1 self.bids_quantity_left = 0 if self.bids: self.bid_price = self.bids[0]['price'] if self.asks: self.ask_price = self.asks[0]['price'] def bids_room(self): if self.bids: quantity = sum([b['quantity'] for b in self.bids if b['price'] == self.bid_price]) filled = sum([b['quantity_filled'] for b in self.bids if b['price'] == self.bid_price]) return quantity - filled else: return 0 def asks_room(self): if self.asks: quantity = sum([b['quantity'] for b in self.asks if b['price'] == self.ask_price]) filled = sum([b['quantity_filled'] for b in self.asks if b['price'] == self.ask_price]) return quantity - filled else: return 0 class Limits(dict): def __init__(self, json): self.update(json) self.gross_limit = int(json['gross_limit']) self.net_limit = int(json['net_limit']) self.gross = int(json['gross']) self.net = int(json['net']) class OHLC(dict): def __init__(self, sym, json): self.sym = sym self.update(json) self.tick = json['tick'] self.open = json['open'] self.high = json['high'] self.low = json['low'] self.close = json['close'] class Shock(dict): def __init__(self, news, currtick): self.ticker = news['ticker'] self.elapsed = currtick - news['tick'] headline = news['headline'] try: self.amount = float(headline[-6:].replace('$', '')) except: self.amount = 0 class Session(object): def __init__(self, url, key): self.url = url self.key = key self.tick = -1 def __enter__(self): self.session = requests.Session() self.session.headers.update({'X-API-Key': self.key}) return self def __exit__(self, type, value, traceback): self.session.close() ... [23 more functiondefs truncated] ...
|
Functions: __init__, bids_room, asks_room, __init__, __init__ Classes: ApiException, Book, Limits This code demonstrates Pythoncode:Python programming.
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advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 9
| 6
| 2,663
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport signal\r\nimport requests\r\nimport time\r\nfrom math import floor\r\n\r\nclass ApiException(Exception):\r\n pass\r\n\r\n\r\nclass Book(object):\r\n def __init__(self, sym, json):\r\n global NaN\r\n self.sym = sym\r\n self.json = json\r\n # could be cached\r\n self.bids = self.json['bids']\r\n self.asks = self.json['asks']\r\n self.ask_price = 1\r\n self.asks_quantity_left = 0\r\n self.bid_price = 1\r\n self.bids_quantity_left = 0\r\n if self.bids:\r\n self.bid_price = self.bids[0]['price']\r\n if self.asks:\r\n self.ask_price = self.asks[0]['price']\r\n\r\n def bids_room(self):\r\n if self.bids:\r\n quantity = sum([b['quantity']\r\n for b in self.bids if b['price'] == self.bid_price])\r\n filled = sum([b['quantity_filled']\r\n for b in self.bids if b['price'] == self.bid_price])\r\n return quantity - filled\r\n else:\r\n return 0\r\n\r\n def asks_room(self):\r\n if self.asks:\r\n quantity = sum([b['quantity']\r\n for b in self.asks if b['price'] == self.ask_price])\r\n filled = sum([b['quantity_filled']\r\n for b in self.asks if b['price'] == self.ask_price])\r\n return quantity - filled\r\n else:\r\n return 0\r\n\r\n\r\nclass Limits(dict):\r\n def __init__(self, json):\r\n self.update(json)\r\n self.gross_limit = int(json['gross_limit'])\r\n self.net_limit = int(json['net_limit'])\r\n self.gross = int(json['gross'])\r\n self.net = int(json['net'])\r\n\r\n\r\nclass OHLC(dict):\r\n def __init__(self, sym, json):\r\n self.sym = sym\r\n self.update(json)\r\n self.tick = json['tick']\r\n self.open = json['open']\r\n self.high = json['high']\r\n self.low = json['low']\r\n self.close = json['close']\r\n\r\n\r\nclass Shock(dict):\r\n def __init__(self, news, currtick):\r\n self.ticker = news['ticker']\r\n self.elapsed = currtick - news['tick']\r\n headline = news['headline']\r\n try:\r\n self.amount = float(headline[-6:].replace('$', ''))\r\n except:\r\n self.amount = 0\r\n\r\n\r\nclass Session(object):\r\n def __init__(self, url, key):\r\n self.url = url\r\n self.key = key\r\n self.tick = -1\r\n\r\n def __enter__(self):\r\n self.session = requests.Session()\r\n self.session.headers.update({'X-API-Key': self.key})\r\n return self\r\n\r\n def __exit__(self, type, value, traceback):\r\n self.session.close()\r\n\r\n\n ... [23 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, bids_room, asks_room, __init__, __init__\n Classes: ApiException, Book, Limits\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
e07835355388fff9c6902a335662f753bb73c86c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ ========================================== Genrating feedthrough from single instance ========================================== This example demostrates how to generate a feedthrough wire connection for a given scalar or vector wires. **Initial Design** .. hdl-diagram:: ../../../examples/basic/_initial_design.v :type: netlistsvg :align: center :module: top **Output1** ``wire0`` feedthough from ``inst_2_1`` .. hdl-diagram:: ../../../examples/basic/_output_wire.v :type: netlistsvg :align: center :module: top **Output2** ``bus_in`` feedthrough from ``inst_1_0`` .. hdl-diagram:: ../../../examples/basic/_output_bus.v :type: netlistsvg :align: center :module: top """ from os import path import spydrnet as sdn import spydrnet_physical as sdnphy netlist = sdnphy.load_netlist_by_name('basic_hierarchy') top = netlist.top_instance.reference cable0 = next(top.get_cables("wire0")) inst2 = next(top.get_instances("inst_2_0")) sdn.compose(netlist, '_initial_design.v', skip_constraints=True) top.create_feedthrough(inst2, cable0) top.create_unconn_wires() sdn.compose(netlist, '_output_wire.v', skip_constraints=True) netlist = sdnphy.load_netlist_by_name('basic_hierarchy') top = netlist.top_instance.reference bus_in = next(top.get_cables("bus_in")) inst1 = next(top.get_instances("inst_1_0")) cables = top.create_feedthrough(inst1, bus_in) top.create_unconn_wires() sdn.compose(netlist, '_output_bus.v', skip_constraints=True)
|
Code analysis results: ๐ด Errors found: Unterminated string literal at line 1 โ ๏ธ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 20 ๐ก Suggestions: Add closing quote at line 1
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,479
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\n==========================================\nGenrating feedthrough from single instance\n==========================================\n\nThis example demostrates how to generate a feedthrough wire connection for\na given scalar or vector wires.\n\n**Initial Design**\n\n.. hdl-diagram:: ../../../examples/basic/_initial_design.v\n :type: netlistsvg\n :align: center\n :module: top\n\n\n**Output1** ``wire0`` feedthough from ``inst_2_1``\n\n.. hdl-diagram:: ../../../examples/basic/_output_wire.v\n :type: netlistsvg\n :align: center\n :module: top\n\n**Output2** ``bus_in`` feedthrough from ``inst_1_0``\n\n.. hdl-diagram:: ../../../examples/basic/_output_bus.v\n :type: netlistsvg\n :align: center\n :module: top\n\n\"\"\"\n\nfrom os import path\nimport spydrnet as sdn\nimport spydrnet_physical as sdnphy\n\nnetlist = sdnphy.load_netlist_by_name('basic_hierarchy')\n\ntop = netlist.top_instance.reference\ncable0 = next(top.get_cables(\"wire0\"))\ninst2 = next(top.get_instances(\"inst_2_0\"))\n\nsdn.compose(netlist, '_initial_design.v', skip_constraints=True)\n\n\ntop.create_feedthrough(inst2, cable0)\ntop.create_unconn_wires()\nsdn.compose(netlist, '_output_wire.v', skip_constraints=True)\n\n\nnetlist = sdnphy.load_netlist_by_name('basic_hierarchy')\n\ntop = netlist.top_instance.reference\nbus_in = next(top.get_cables(\"bus_in\"))\ninst1 = next(top.get_instances(\"inst_1_0\"))\n\ncables = top.create_feedthrough(inst1, bus_in)\ntop.create_unconn_wires()\nsdn.compose(netlist, '_output_bus.v', skip_constraints=True)"}, {"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 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
e078ffec67d1b2046e248c3ee5d65b353731cbf4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from __future__ import annotations from typing import Optional, Union from tools import tools from exceptions import workflow_exceptions class Workflow: """A class to represent a workflow. Workflow class provides set of methods to manage state of the workflow. It allows for tool insertions, removals and modifications. When workflow is run data flow is built and each tool linked to the workflow instance is executed in determined order. Tool outputs are then consolidated in a JSON format. """ TOOL_CHOICES = { "generic": tools.GenericTool, "large_generic": tools.LargeGenericTool, "input": tools.InputTool, } def __init__(self) -> None: """Initializes Workflow class with root tool. Workflow class is initialized with root tool with tool ID `0`. `_root` points to root tool directly. """ self._root = tools.RootTool(id=0) self._tools = {0: self._root} self._used_ids = {0} def insert_tool( self, tool_choice: str, input_ids: Optional[Union[list[int], int]] = None, output_ids: Optional[Union[list[int], int]] = None, coordinates: Optional[tuple[int, int]] = None, ) -> tools.Tool: """Inserts a new tool to the current workflow. Args: tool_choice (str): determines what tool is created (based on the # Complete this line input_ids (list[int], int]): starting input or inputs for the tool identified by their IDs. Defaults to None. output_ids (list[int], int): starting output or outputs for the tool identified by their IDs. Defaults to None. coordinates (tuple[int, int]): coordinates for the tool on canvas. Defaults to None. Raises: workflow_exceptions.ToolNotAvailable: indicates that provided string does not refer to an available tool from the Workflow class. Returns: tools.Tool: instance of a Tool's class. """ try: tool_class = self.TOOL_CHOICES[tool_choice] except KeyError: raise workflow_exceptions.ToolNotAvailable next_id = self._get_next_tool_id() tool = tool_class(id=next_id) self._tools[next_id] = tool self._add_tool_id(next_id) if input_ids is not None: self.add_tool_input(tool_id=tool.id, input_ids=input_ids) if output_ids is not None: output_ids = self._clean_tool_ids(output_ids) for output_id in output_ids: self.add_tool_input(tool_id=output_id, input_ids=tool.id) if coordinates is not None: self.set_tool_coordinates(tool_id=tool.id, coordinates=coordinates) return tool ... [12 more functiondefs truncated] ...
|
The missing line is: available choices defined within the Workflow class).
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 2,930
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom __future__ import annotations\nfrom typing import Optional, Union\n\nfrom tools import tools\nfrom exceptions import workflow_exceptions\n\n\nclass Workflow:\n \"\"\"A class to represent a workflow.\n\n Workflow class provides set of methods to manage state of the workflow.\n It allows for tool insertions, removals and modifications.\n\n When workflow is run data flow is built and each tool linked to the workflow\n instance is executed in determined order. Tool outputs are then consolidated\n in a JSON format.\n \"\"\"\n\n TOOL_CHOICES = {\n \"generic\": tools.GenericTool,\n \"large_generic\": tools.LargeGenericTool,\n \"input\": tools.InputTool,\n }\n\n def __init__(self) -> None:\n \"\"\"Initializes Workflow class with root tool.\n\n Workflow class is initialized with root tool with tool ID `0`. `_root`\n points to root tool directly.\n \"\"\"\n self._root = tools.RootTool(id=0)\n self._tools = {0: self._root}\n self._used_ids = {0}\n\n def insert_tool(\n self,\n tool_choice: str,\n input_ids: Optional[Union[list[int], int]] = None,\n output_ids: Optional[Union[list[int], int]] = None,\n coordinates: Optional[tuple[int, int]] = None,\n ) -> tools.Tool:\n \"\"\"Inserts a new tool to the current workflow.\n\n Args:\n tool_choice (str): determines what tool is created (based on the\n # Complete this line\n input_ids (list[int], int]): starting input or inputs for the tool\n identified by their IDs. Defaults to None.\n output_ids (list[int], int): starting output or outputs for the tool\n identified by their IDs. Defaults to None.\n coordinates (tuple[int, int]): coordinates for the tool on canvas.\n Defaults to None.\n\n Raises:\n workflow_exceptions.ToolNotAvailable: indicates that provided string\n does not refer to an available tool from the Workflow class.\n\n Returns:\n tools.Tool: instance of a Tool's class.\n \"\"\"\n try:\n tool_class = self.TOOL_CHOICES[tool_choice]\n except KeyError:\n raise workflow_exceptions.ToolNotAvailable\n\n next_id = self._get_next_tool_id()\n tool = tool_class(id=next_id)\n\n self._tools[next_id] = tool\n self._add_tool_id(next_id)\n\n if input_ids is not None:\n self.add_tool_input(tool_id=tool.id, input_ids=input_ids)\n\n if output_ids is not None:\n output_ids = self._clean_tool_ids(output_ids)\n for output_id in output_ids:\n self.add_tool_input(tool_id=output_id, input_ids=tool.id)\n\n if coordinates is not None:\n self.set_tool_coordinates(tool_id=tool.id, coordinates=coordinates)\n\n return tool\n\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n available choices defined within the Workflow class)."}]
| false
| null | null | null |
e079004173a435849592703f1baaf8e8d87ed079
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class Donation_text: # Shown as a message across the top of the page on return from a donation # used in views.py:new_donation() thank_you = ( "Thank you for your donation. " "You may need to refresh this page to see the donation." ) confirmation_email_subject = ( 'Thank you for donating to the Triple Crown for Heart! ' ) # Start of the email sent confirming the paypal payment has gone through # used in paypal.py:process_paypal() confirmation_email_opening = ( 'Thank you for your donation of ' ) # Closing of the email sent confirming the paypal payment has gone through # used in paypal.py:process_paypal() confirmation_email_closing = ( '.\n\nFor all donations over $20, you will receive a tax receipt for ' 'the 2019 tax year.' '\nYour PayPal receipt should arrive in a separate email.\n' ) notification_email_subject = ( "You got a donation!" ) notification_email_opening = ( "Great news! You've just received a donation of " ) notification_email_closing = ( "\n\nAwesome work! They would probably appreciate " "a quick thank you email.\n\n" "-- Triple Crown for Heart\n" ) class Fundraiser_text: # Subject of the email sent on signup signup_email_subject = ( "Welcome to fundraising for the Triple Crown for Heart!" )
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: โข Unterminated string literal at line 34 โข Block at line 2 has no indented body โข Block at line 44 has no indented body Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 2
| 1,435
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\nclass Donation_text:\n\n # Shown as a message across the top of the page on return from a donation\n # used in views.py:new_donation()\n thank_you = (\n \"Thank you for your donation. \"\n \"You may need to refresh this page to see the donation.\"\n )\n\n confirmation_email_subject = (\n 'Thank you for donating to the Triple Crown for Heart! '\n )\n\n # Start of the email sent confirming the paypal payment has gone through\n # used in paypal.py:process_paypal()\n confirmation_email_opening = (\n 'Thank you for your donation of '\n )\n\n # Closing of the email sent confirming the paypal payment has gone through\n # used in paypal.py:process_paypal()\n confirmation_email_closing = (\n '.\\n\\nFor all donations over $20, you will receive a tax receipt for '\n 'the 2019 tax year.'\n '\\nYour PayPal receipt should arrive in a separate email.\\n'\n )\n\n notification_email_subject = (\n \"You got a donation!\"\n )\n\n notification_email_opening = (\n \"Great news! You've just received a donation of \"\n )\n\n notification_email_closing = (\n \"\\n\\nAwesome work! They would probably appreciate \"\n \"a quick thank you email.\\n\\n\"\n \"-- Triple Crown for Heart\\n\"\n )\n\n\nclass Fundraiser_text:\n\n # Subject of the email sent on signup\n signup_email_subject = (\n \"Welcome to fundraising for the Triple Crown for Heart!\"\n )"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 34\n \u2022 Block at line 2 has no indented body\n \u2022 Block at line 44 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
e07a13e1121d2676a50044d556f0800f60bfd2f7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from django.apps import apps from django.test import override_settings from wagtail_live.signals import live_page_update def test_live_page_update_signal_receivers(): assert len(live_page_update.receivers) == 0 @override_settings( # Complete this line ) def test_live_page_update_signal_receivers_websocket(): app_config = apps.get_app_config("wagtail_live") app_config.ready() try: # Receiver should be connected, no IndexError receiver = live_page_update.receivers[0] finally: live_page_update.disconnect(receiver)
|
The missing line is: WAGTAIL_LIVE_PUBLISHER="tests.testapp.publishers.DummyWebsocketPublisher"
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 624
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.apps import apps\nfrom django.test import override_settings\n\nfrom wagtail_live.signals import live_page_update\n\n\ndef test_live_page_update_signal_receivers():\n assert len(live_page_update.receivers) == 0\n\n\n@override_settings(\n # Complete this line\n)\ndef test_live_page_update_signal_receivers_websocket():\n app_config = apps.get_app_config(\"wagtail_live\")\n app_config.ready()\n\n try:\n # Receiver should be connected, no IndexError\n receiver = live_page_update.receivers[0]\n finally:\n live_page_update.disconnect(receiver)"}, {"role": "assistant", "content": "The missing line is:\n WAGTAIL_LIVE_PUBLISHER=\"tests.testapp.publishers.DummyWebsocketPublisher\""}]
| false
| null | null | null |
0eb2577f85f04e68e802521ef8915750223e0174
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*-
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error Detected Errors: โข Code truncated in middle of expression - unexpected EOF
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 23
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNKNOWN\n Error: Unknown error\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF"}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
0eb2fde0bae97bffa51893b405703a8d74ef6c29
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from selenium import webdriver from selenium.webdriver.chrome.options import Options import sys import time import urllib.request import os sys.stdin = open('idpwd.txt') site = input() id = input() pwd = input() # selenium์์ ์ฌ์ฉํ ์น ๋๋ผ์ด๋ฒ ์ ๋ ๊ฒฝ๋ก ์ ๋ณด chromedriver = 'C:\Webdriver\chromedriver.exe' # selenum์ webdriver์ ์์ ์ค์นํ chromedirver๋ฅผ ์ฐ๋ํ๋ค. driver = webdriver.Chrome(chromedriver) # driver๋ก ํน์ ํ์ด์ง๋ฅผ ํฌ๋กค๋งํ๋ค. driver.get(site) driver.find_element_by_name('userId').send_keys(id) driver.find_element_by_name('userPwd').send_keys(pwd) driver.find_element_by_class_name('form-btn').click() driver.set_window_size(1600, 800) driver.find_element_by_xpath("//a[@href='/edu/lectureroom/openlearning/openLearningList.do']/span").click() # driver.find_element_by_id('searchContNm').send_keys('aps') # # driver.find_element_by_xpath("//button[@onclick='fnSearch();']").click() driver.find_elements_by_xpath("//*[contains(text(), '5๊ธฐ_B๋ฐ_Java(1)')]")[0].click() driver.find_element_by_xpath("//span[@class='file-name']").click() driver.switch_to.window(driver.window_handles[1]) print(driver.find_elements_by_xpath("//button[@title='๋ค์ ํ์ด์ง']")[0].get_attribute('disabled')) # driver.find_elements_by_xpath("//button[@title='๋ง์ง๋ง ํ์ด์ง']")[0].click() # print(driver.find_elements_by_xpath("//button[@title='๋ค์ ํ์ด์ง']")[0].get_attribute('disabled')) # url ๊ฐ์ ธ์ค๊ธฐ + find ํจ์ ์ฐ์ต # pre = driver.current_url # find = pre.find('/index.html') # url = pre[:find] # src = driver.find_element_by_class_name("background").get_attribute('src') # print(src) ## ๋ค์ํ์ด์ง ๋๊ธฐ๊ธฐ # for i in driver.find_elements_by_xpath("//button[@title='๋ค์ ํ์ด์ง']"): # print(i) cnt = 1 # url = driver.find_elements_by_class_name("background")[-1].get_attribute('src') # print(url) # urllib.request.urlretrieve(url, '123.jpg') # os.system("curl " + url + " > test.jpg") time.sleep(2) driver.get_screenshot_as_file("hi.png") # for i in driver.find_elements_by_class_name("background"): # time.sleep(2) # print(i.get_attribute('style')) # i.screenshot(str(cnt)+'.png') # cnt += 1 while 1: time.sleep(0.4) driver.save_screenshot('APS/C/'+str(cnt)+'.png') # print(driver.find_element_by_class_name("background").get_attribute('src')) # driver.find_element_by_class_name("background").screenshot(str(cnt)+'.png') driver.find_elements_by_xpath("//button[@title='๋ค์ ํ์ด์ง']")[0].click() cnt += 1 if driver.find_elements_by_xpath("//button[@title='๋ค์ ํ์ด์ง']")[0].get_attribute('disabled') == 'disabled': break
|
Code analysis results: ๐ด Errors found: Block at line 52 has no indented body Block at line 63 has no indented body โ ๏ธ Warnings: Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 ๐ก Suggestions: Remove debug print() at line 39 before production
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 2,509
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom selenium import webdriver\nfrom selenium.webdriver.chrome.options import Options\nimport sys\nimport time\nimport urllib.request\nimport os\nsys.stdin = open('idpwd.txt')\n\nsite = input()\nid = input()\npwd = input()\n# selenium\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc6f9 \ub4dc\ub77c\uc774\ubc84 \uc808\ub300 \uacbd\ub85c \uc815\ubcf4\nchromedriver = 'C:\\Webdriver\\chromedriver.exe'\n# selenum\uc758 webdriver\uc5d0 \uc55e\uc11c \uc124\uce58\ud55c chromedirver\ub97c \uc5f0\ub3d9\ud55c\ub2e4.\ndriver = webdriver.Chrome(chromedriver)\n\n# driver\ub85c \ud2b9\uc815 \ud398\uc774\uc9c0\ub97c \ud06c\ub864\ub9c1\ud55c\ub2e4.\ndriver.get(site)\n\ndriver.find_element_by_name('userId').send_keys(id)\ndriver.find_element_by_name('userPwd').send_keys(pwd)\ndriver.find_element_by_class_name('form-btn').click()\n\n\ndriver.set_window_size(1600, 800)\n\ndriver.find_element_by_xpath(\"//a[@href='/edu/lectureroom/openlearning/openLearningList.do']/span\").click()\n\n# driver.find_element_by_id('searchContNm').send_keys('aps')\n#\n# driver.find_element_by_xpath(\"//button[@onclick='fnSearch();']\").click()\n\ndriver.find_elements_by_xpath(\"//*[contains(text(), '5\uae30_B\ubc18_Java(1)')]\")[0].click()\n\ndriver.find_element_by_xpath(\"//span[@class='file-name']\").click()\n\ndriver.switch_to.window(driver.window_handles[1])\n\nprint(driver.find_elements_by_xpath(\"//button[@title='\ub2e4\uc74c \ud398\uc774\uc9c0']\")[0].get_attribute('disabled'))\n\n# driver.find_elements_by_xpath(\"//button[@title='\ub9c8\uc9c0\ub9c9 \ud398\uc774\uc9c0']\")[0].click()\n# print(driver.find_elements_by_xpath(\"//button[@title='\ub2e4\uc74c \ud398\uc774\uc9c0']\")[0].get_attribute('disabled'))\n\n# url \uac00\uc838\uc624\uae30 + find \ud568\uc218 \uc5f0\uc2b5\n# pre = driver.current_url\n# find = pre.find('/index.html')\n# url = pre[:find]\n\n# src = driver.find_element_by_class_name(\"background\").get_attribute('src')\n# print(src)\n## \ub2e4\uc74c\ud398\uc774\uc9c0 \ub118\uae30\uae30\n# for i in driver.find_elements_by_xpath(\"//button[@title='\ub2e4\uc74c \ud398\uc774\uc9c0']\"):\n# print(i)\n\ncnt = 1\n# url = driver.find_elements_by_class_name(\"background\")[-1].get_attribute('src')\n# print(url)\n# urllib.request.urlretrieve(url, '123.jpg')\n# os.system(\"curl \" + url + \" > test.jpg\")\n\ntime.sleep(2)\ndriver.get_screenshot_as_file(\"hi.png\")\n# for i in driver.find_elements_by_class_name(\"background\"):\n# time.sleep(2)\n# print(i.get_attribute('style'))\n# i.screenshot(str(cnt)+'.png')\n# cnt += 1\n\nwhile 1:\n time.sleep(0.4)\n driver.save_screenshot('APS/C/'+str(cnt)+'.png')\n # print(driver.find_element_by_class_name(\"background\").get_attribute('src'))\n # driver.find_element_by_class_name(\"background\").screenshot(str(cnt)+'.png')\n driver.find_elements_by_xpath(\"//button[@title='\ub2e4\uc74c \ud398\uc774\uc9c0']\")[0].click()\n cnt += 1\n if driver.find_elements_by_xpath(\"//button[@title='\ub2e4\uc74c \ud398\uc774\uc9c0']\")[0].get_attribute('disabled') == 'disabled':\n break"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 52 has no indented body\n Block at line 63 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 39 before production"}]
| false
| null | null | null |
0eb3ad476194898d48e135372f34d1ee69bc79d8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from io import StringIO # ๅฎไนไธไธช StringIO ๅฏน่ฑก๏ผๅๅ
ฅๅนถ่ฏปๅๅ
ถๅจๅ
ๅญไธญ็ๅ
ๅฎน f = StringIO() f.write('Python-100') str = f.getvalue() # ่ฏปๅๅๅ
ฅ็ๅ
ๅฎน print('ๅๅ
ฅๅ
ๅญไธญ็ๅญ็ฌฆไธฒไธบ:%s' %str) f.write('\n') # ่ฟฝๅ ๅ
ๅฎน f.write('ๅๆ100ๅคฉ') f.close() # ๅ
ณ้ญ f1 = StringIO('Python-100' + '\n' + 'ๅๆ100ๅคฉ') # ่ฏปๅๅ
ๅฎน print(f1.read()) f1.close() # ๅ่ฎพ็็ฌ่ซๆฐๆฎ่พๅบๅฝๆฐ outputData() def outputData(): dataOne = 'ๆๆฏ 1 ๅท็ฌ่ซๆฐๆฎ\n' dataTwo = 'ๆๆฏ 2 ๅท็ฌ่ซๆฐๆฎ\n' dataThree = 'ๆๆฏ 3 ๅท็ฌ่ซๆฐๆฎ' data = dataOne + dataTwo + dataThree return data # dataStr ไธบ็ฌ่ซๆฐๆฎๅญ็ฌฆไธฒ dataStr = outputData() # 1. ๅฐ outputData() ๅฝๆฐ่ฟๅ็ๅ
ๅฎนๅๅ
ฅๅ
ๅญไธญ dataIO = StringIO(dataStr) # ๅ่ฎพ็็ฌ่ซๆฐๆฎ่พๅบๅฝๆฐ outputData() def outputData(): dataOne = 'ๆๆฏ 1 ๅท็ฌ่ซๆฐๆฎ\n' dataTwo = 'ๆๆฏ 2 ๅท็ฌ่ซๆฐๆฎ\n' dataThree = 'ๆๆฏ 3 ๅท็ฌ่ซๆฐๆฎ' data = dataOne + dataTwo + dataThree return data
|
# dataStr ไธบ็ฌ่ซๆฐๆฎๅญ็ฌฆไธฒ dataStr = outputData() # 1. ๅฐ outputData() ๅฝๆฐ่ฟๅ็ๅ
ๅฎนๅๅ
ฅๅ
ๅญไธญ dataIO = StringIO(dataStr) # 1.1 ่พๅบ StringIO ๅจๅ
ๅญไธญๅๅ
ฅ็ๆฐๆฎ print('1.1ๅ
ๅญไธญๅๅ
ฅ็ๆฐๆฎไธบ:\n%s' %dataIO.getvalue()) # 1.2 ๆ่ก่พๅบๅๅ
ฅ็ๆฐๆฎๆนๅผไธ print('1.2ๆ่ก่พๅบๅๅ
ฅ็ๆฐๆฎๆนๅผไธ:') for data in dataIO.readlines(): print(data.strip('\n')) # ๅปๆๆฏ่กๆฐๆฎๆซๅฐพ็ๆข่ก็ฌฆ # 1.2 ๆ่ก่พๅบๅๅ
ฅ็ๆฐๆฎๆนๅผไธ print('1.2ๆ่ก่พๅบๅๅ
ฅ็ๆฐๆฎๆนๅผไธ:') for data in dataIO.readlines(): print(data.strip('\n')) # ๅปๆๆฏ่กๆฐๆฎๆซๅฐพ็ๆข่ก็ฌฆ # 1.3 ๆ่ก่พๅบๅๅ
ฅ็ๆฐๆฎๆนๅผไบ # ็ฑไบไธไธๆญฅ็ๆไฝ๏ผๆญคๆถๆไปถๆ้ๆๅๆฐๆฎๆซๅฐพ(32)๏ผๆไปฌ้่ฆๅฐๆ้ๆๅ่ตทๅงไฝ็ฝฎ print('็ฑไบไธไธๆญฅๆไฝ็่พๅบ๏ผๆญคๆถๆไปถๆ้ไฝ็ฝฎไธบ:%d' %dataIO.tell()) # ๅฐๆไปถๆ้ๆๅ่ตทๅงไฝ็ฝฎ๏ผๆนไพฟไธ้ข็ๆผ็คบ dataIO.seek(0) print('1.3ๆ่ก่พๅบๅๅ
ฅ็ๆฐๆฎๆนๅผไบ:') for data in dataIO: print(data.strip('\n'))
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 1,433
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\nfrom io import StringIO\n\n# \u5b9a\u4e49\u4e00\u4e2a StringIO \u5bf9\u8c61\uff0c\u5199\u5165\u5e76\u8bfb\u53d6\u5176\u5728\u5185\u5b58\u4e2d\u7684\u5185\u5bb9\nf = StringIO()\n\nf.write('Python-100')\nstr = f.getvalue() # \u8bfb\u53d6\u5199\u5165\u7684\u5185\u5bb9\nprint('\u5199\u5165\u5185\u5b58\u4e2d\u7684\u5b57\u7b26\u4e32\u4e3a:%s' %str)\n\nf.write('\\n') # \u8ffd\u52a0\u5185\u5bb9\n\nf.write('\u575a\u6301100\u5929')\n\nf.close() # \u5173\u95ed\n\n\nf1 = StringIO('Python-100' + '\\n' + '\u575a\u6301100\u5929')\n# \u8bfb\u53d6\u5185\u5bb9\nprint(f1.read())\n\nf1.close()\n\n\n\n# \u5047\u8bbe\u7684\u722c\u866b\u6570\u636e\u8f93\u51fa\u51fd\u6570 outputData()\ndef outputData():\n dataOne = '\u6211\u662f 1 \u53f7\u722c\u866b\u6570\u636e\\n'\n dataTwo = '\u6211\u662f 2 \u53f7\u722c\u866b\u6570\u636e\\n'\n dataThree = '\u6211\u662f 3 \u53f7\u722c\u866b\u6570\u636e'\n data = dataOne + dataTwo + dataThree\n return data\n\n# dataStr \u4e3a\u722c\u866b\u6570\u636e\u5b57\u7b26\u4e32\ndataStr = outputData()\n\n# 1. \u5c06 outputData() \u51fd\u6570\u8fd4\u56de\u7684\u5185\u5bb9\u5199\u5165\u5185\u5b58\u4e2d\ndataIO = StringIO(dataStr)\n\n# \u5047\u8bbe\u7684\u722c\u866b\u6570\u636e\u8f93\u51fa\u51fd\u6570 outputData()\ndef outputData():\n dataOne = '\u6211\u662f 1 \u53f7\u722c\u866b\u6570\u636e\\n'\n dataTwo = '\u6211\u662f 2 \u53f7\u722c\u866b\u6570\u636e\\n'\n dataThree = '\u6211\u662f 3 \u53f7\u722c\u866b\u6570\u636e'\n data = dataOne + dataTwo + dataThree\n return data"}, {"role": "assistant", "content": "\n\n# dataStr \u4e3a\u722c\u866b\u6570\u636e\u5b57\u7b26\u4e32\ndataStr = outputData()\n\n# 1. \u5c06 outputData() \u51fd\u6570\u8fd4\u56de\u7684\u5185\u5bb9\u5199\u5165\u5185\u5b58\u4e2d\ndataIO = StringIO(dataStr)\n\n# 1.1 \u8f93\u51fa StringIO \u5728\u5185\u5b58\u4e2d\u5199\u5165\u7684\u6570\u636e\nprint('1.1\u5185\u5b58\u4e2d\u5199\u5165\u7684\u6570\u636e\u4e3a:\\n%s' %dataIO.getvalue())\n\n# 1.2 \u6309\u884c\u8f93\u51fa\u5199\u5165\u7684\u6570\u636e\u65b9\u5f0f\u4e00\nprint('1.2\u6309\u884c\u8f93\u51fa\u5199\u5165\u7684\u6570\u636e\u65b9\u5f0f\u4e00:')\nfor data in dataIO.readlines():\n print(data.strip('\\n')) # \u53bb\u6389\u6bcf\u884c\u6570\u636e\u672b\u5c3e\u7684\u6362\u884c\u7b26\n\n\n# 1.2 \u6309\u884c\u8f93\u51fa\u5199\u5165\u7684\u6570\u636e\u65b9\u5f0f\u4e00\nprint('1.2\u6309\u884c\u8f93\u51fa\u5199\u5165\u7684\u6570\u636e\u65b9\u5f0f\u4e00:')\nfor data in dataIO.readlines():\n print(data.strip('\\n')) # \u53bb\u6389\u6bcf\u884c\u6570\u636e\u672b\u5c3e\u7684\u6362\u884c\u7b26\n\n\n# 1.3 \u6309\u884c\u8f93\u51fa\u5199\u5165\u7684\u6570\u636e\u65b9\u5f0f\u4e8c\n# \u7531\u4e8e\u4e0a\u4e00\u6b65\u7684\u64cd\u4f5c\uff0c\u6b64\u65f6\u6587\u4ef6\u6307\u9488\u6307\u5411\u6570\u636e\u672b\u5c3e(32)\uff0c\u6211\u4eec\u9700\u8981\u5c06\u6307\u9488\u6307\u5411\u8d77\u59cb\u4f4d\u7f6e\nprint('\u7531\u4e8e\u4e0a\u4e00\u6b65\u64cd\u4f5c\u7684\u8f93\u51fa\uff0c\u6b64\u65f6\u6587\u4ef6\u6307\u9488\u4f4d\u7f6e\u4e3a:%d' %dataIO.tell())\n\n# \u5c06\u6587\u4ef6\u6307\u9488\u6307\u5411\u8d77\u59cb\u4f4d\u7f6e\uff0c\u65b9\u4fbf\u4e0b\u9762\u7684\u6f14\u793a\ndataIO.seek(0)\nprint('1.3\u6309\u884c\u8f93\u51fa\u5199\u5165\u7684\u6570\u636e\u65b9\u5f0f\u4e8c:')\nfor data in dataIO:\n print(data.strip('\\n'))"}]
| false
| null | null | null |
0eb4432b0091105498b6cde85c1c9de8fc2676cc
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import biothings.hub.dataload.uploader as uploader class DrugCentralUploader(uploader.DummySourceUploader): name = "drugcentral" __metadata__ = { "src_meta" : { "url" : "http://drugcentral.org/", "license_url" : "http://drugcentral.org/privacy", "license_url_short" : "https://goo.gl/QDNyNe", "license" : "CC BY-SA 4.0", } } @classmethod ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 504
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport biothings.hub.dataload.uploader as uploader\n\nclass DrugCentralUploader(uploader.DummySourceUploader):\n\n name = \"drugcentral\"\n __metadata__ = {\n \"src_meta\" : {\n \"url\" : \"http://drugcentral.org/\",\n \"license_url\" : \"http://drugcentral.org/privacy\",\n \"license_url_short\" : \"https://goo.gl/QDNyNe\",\n \"license\" : \"CC BY-SA 4.0\",\n }\n }\n\n @classmethod\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 |
0eb4945ca1e15b4e7d0b451aa87077b0cebf76c6
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """Contains tests for finpack/core/cli.py """ __copyright__ = "Copyright (C) 2021 Matt Ferreira" import os import unittest from importlib import metadata from docopt import docopt from finpack.core import cli class TestCli(unittest.TestCase): @classmethod def setUpClass(cls): cls.DATA_DIR = "temp" os.mkdir(cls.DATA_DIR) @classmethod def tearDownClass(cls): os.rmdir(cls.DATA_DIR) def test_version_option(self): argv = ["--version"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["--version"]) def test_init_no_options(self): argv = ["init"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["init"]) def test_init_with_filepath_option(self): argv = ["init", "--filepath=temp/data.csv"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["init"]) self.assertEqual(args["--filepath"], "temp/data.csv") def test_init_with_sample_dataset_option(self): argv = ["init", "--sample-dataset"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["init"]) self.assertTrue(args["--sample-dataset"]) def test_init_with_overwrite_option(self): argv = ["init", "--overwrite"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["init"]) self.assertTrue(args["--overwrite"]) def test_balsheet_no_option(self): argv = ["balsheet"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["balsheet"]) def test_balsheet_with_filepath_option(self): argv = ["balsheet", "--filepath=temp/data2.csv"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["balsheet"]) self.assertEqual(args["--filepath"], "temp/data2.csv") def test_balsheet_with_levels_default(self): argv = ["balsheet"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["balsheet"]) self.assertEqual(args["--levels"], "3") def test_balsheet_with_levels_option(self): argv = ["balsheet", "--levels=2"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["balsheet"]) self.assertEqual(args["--levels"], "2") def test_balsheet_with_date_default(self): argv = ["balsheet"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["balsheet"]) self.assertEqual(args["--date"], "today") def test_balsheet_with_date_option(self): argv = ["balsheet", "--date=2021-12-01"] args = docopt(cli.__doc__, argv=argv) self.assertTrue(args["balsheet"]) self.assertEqual(args["--date"], "2021-12-01")
|
Functions: setUpClass, tearDownClass, test_version_option, test_init_no_options, test_init_with_filepath_option Classes: TestCli This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 13
| 1
| 2,751
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"Contains tests for finpack/core/cli.py\n\"\"\"\n__copyright__ = \"Copyright (C) 2021 Matt Ferreira\"\n\nimport os\nimport unittest\nfrom importlib import metadata\n\nfrom docopt import docopt\n\nfrom finpack.core import cli\n\n\nclass TestCli(unittest.TestCase):\n @classmethod\n def setUpClass(cls):\n cls.DATA_DIR = \"temp\"\n\n os.mkdir(cls.DATA_DIR)\n\n @classmethod\n def tearDownClass(cls):\n os.rmdir(cls.DATA_DIR)\n\n def test_version_option(self):\n argv = [\"--version\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"--version\"])\n\n def test_init_no_options(self):\n argv = [\"init\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"init\"])\n\n def test_init_with_filepath_option(self):\n argv = [\"init\", \"--filepath=temp/data.csv\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"init\"])\n self.assertEqual(args[\"--filepath\"], \"temp/data.csv\")\n\n def test_init_with_sample_dataset_option(self):\n argv = [\"init\", \"--sample-dataset\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"init\"])\n self.assertTrue(args[\"--sample-dataset\"])\n\n def test_init_with_overwrite_option(self):\n argv = [\"init\", \"--overwrite\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"init\"])\n self.assertTrue(args[\"--overwrite\"])\n\n def test_balsheet_no_option(self):\n argv = [\"balsheet\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"balsheet\"])\n\n def test_balsheet_with_filepath_option(self):\n argv = [\"balsheet\", \"--filepath=temp/data2.csv\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"balsheet\"])\n self.assertEqual(args[\"--filepath\"], \"temp/data2.csv\")\n\n def test_balsheet_with_levels_default(self):\n argv = [\"balsheet\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"balsheet\"])\n self.assertEqual(args[\"--levels\"], \"3\")\n\n def test_balsheet_with_levels_option(self):\n argv = [\"balsheet\", \"--levels=2\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"balsheet\"])\n self.assertEqual(args[\"--levels\"], \"2\")\n\n def test_balsheet_with_date_default(self):\n argv = [\"balsheet\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"balsheet\"])\n self.assertEqual(args[\"--date\"], \"today\")\n\n def test_balsheet_with_date_option(self):\n argv = [\"balsheet\", \"--date=2021-12-01\"]\n\n args = docopt(cli.__doc__, argv=argv)\n\n self.assertTrue(args[\"balsheet\"])\n self.assertEqual(args[\"--date\"], \"2021-12-01\")"}, {"role": "assistant", "content": " Functions: setUpClass, tearDownClass, test_version_option, test_init_no_options, test_init_with_filepath_option\n Classes: TestCli\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0eb4f1bf9aa917694ffc04ea836799d3bd9b4710
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class Yaratik(object): def move_left(self): print('Moving left...') def move_right(self): print('Moving left...') class Ejderha(Yaratik): def Ates_puskurtme(self): print('ates puskurtum!') ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: โข Complete the truncated code structure Example continuation: class Zombie(Yaratik): def Isirmak(self): print('Isirdim simdi!')
|
advanced
|
oop
|
incomplete_code
|
Pythoncode:Python
| 4
| 3
| 231
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass Yaratik(object):\n\n def move_left(self):\n print('Moving left...')\n\n def move_right(self):\n print('Moving left...')\n\n\nclass Ejderha(Yaratik):\n\n def Ates_puskurtme(self):\n print('ates puskurtum!')\n\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\nclass Zombie(Yaratik):\n\n def Isirmak(self):\n print('Isirdim simdi!')"}]
| true
|
syntax
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HARD_CUT
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CRITICAL
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0eb6190157c1946b37b5fd1be18f551d0e559832
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ Author: Peratham Wiriyathammabhum """ import numpy as np import pandas as pd from sklearn.neighbors import NearestNeighbors def affinity_graph(X): ''' This function returns a numpy array. ''' ni, nd = X.shape A = np.zeros((ni, ni)) for i in range(ni): for j in range(i+1, ni): dist = ((X[i] - X[j])**2).sum() # compute L2 distance A[i][j] = dist A[j][i] = dist # by symmetry return A def knn_graph(X, knn=4): ''' This function returns a numpy array. ''' ni, nd = X.shape nbrs = NearestNeighbors(n_neighbors=(knn+1), algorithm='ball_tree').fit(X) distances, indices = nbrs.kneighbors(X) A = np.zeros((ni, ni)) for dist, ind in zip(distances, indices): i0 = ind[0] for i in range(1,knn+1): d = dist[i] A[i0, i] = d A[i, i0] = d # by symmetry return A def sparse_affinity_graph(X): ''' # Complete this line ''' ni, nd = X.shape A = np.zeros((ni, ni)) for i in range(ni): for j in range(i+1, ni): dist = ((X[i] - X[j])**2).sum() # compute L2 distance A[i][j] = dist A[j][i] = dist # by symmetry return A def laplacian_graph(X, mode='affinity', knn=3, eta=0.01, sigma=2.5): ''' The unnormalized graph Laplacian, L = D โ W. ''' if mode == 'affinity': W = affinity_graph(X) W[abs(W) > eta] = 0 elif mode == 'nearestneighbor': W = knn_graph(X, knn=knn) elif mode == 'gaussian': W = affinity_graph(X) bandwidth = 2.0*(sigma**2) W = np.exp(W) / bandwidth else: pass D = np.diag(W.sum(axis=1)) L = D - W return L
|
The missing line is: TODO: This function returns a numpy sparse matrix.
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intermediate
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database
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fill_in_the_blank
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Pythoncode:Python
| 4
| 0
| 1,527
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\nAuthor: Peratham Wiriyathammabhum\n\n\n\"\"\"\nimport numpy as np \nimport pandas as pd \nfrom sklearn.neighbors import NearestNeighbors\n\ndef affinity_graph(X):\n\t'''\n\tThis function returns a numpy array.\n\t'''\n\tni, nd = X.shape\n\tA = np.zeros((ni, ni))\n\tfor i in range(ni):\n\t\tfor j in range(i+1, ni):\n\t\t\tdist = ((X[i] - X[j])**2).sum() # compute L2 distance\n\t\t\tA[i][j] = dist\n\t\t\tA[j][i] = dist # by symmetry\n\treturn A\n\ndef knn_graph(X, knn=4):\n\t'''\n\tThis function returns a numpy array.\n\t'''\n\tni, nd = X.shape\n\tnbrs = NearestNeighbors(n_neighbors=(knn+1), algorithm='ball_tree').fit(X)\n\tdistances, indices = nbrs.kneighbors(X)\n\tA = np.zeros((ni, ni))\n\tfor dist, ind in zip(distances, indices):\n\t\ti0 = ind[0]\n\t\tfor i in range(1,knn+1):\n\t\t\td = dist[i]\n\t\t\tA[i0, i] = d\n\t\t\tA[i, i0] = d # by symmetry\n\treturn A\n\ndef sparse_affinity_graph(X):\n\t'''\n # Complete this line\n\t'''\n\tni, nd = X.shape\n\tA = np.zeros((ni, ni))\n\tfor i in range(ni):\n\t\tfor j in range(i+1, ni):\n\t\t\tdist = ((X[i] - X[j])**2).sum() # compute L2 distance\n\t\t\tA[i][j] = dist\n\t\t\tA[j][i] = dist # by symmetry\n\treturn A\n\ndef laplacian_graph(X, mode='affinity', knn=3, eta=0.01, sigma=2.5):\n\t'''\n\tThe unnormalized graph Laplacian, L = D \u2212 W.\n\t'''\n\tif mode == 'affinity':\n\t\tW = affinity_graph(X)\n\t\tW[abs(W) > eta] = 0\n\telif mode == 'nearestneighbor':\n\t\tW = knn_graph(X, knn=knn)\n\telif mode == 'gaussian':\n\t\tW = affinity_graph(X)\n\t\tbandwidth = 2.0*(sigma**2)\n\t\tW = np.exp(W) / bandwidth\n\telse:\n\t\tpass\n\tD = np.diag(W.sum(axis=1))\n\tL = D - W\n\treturn L"}, {"role": "assistant", "content": "The missing line is:\n\tTODO: This function returns a numpy sparse matrix."}]
| false
| null | null | null |
0eb71b68b065b14b8eebff52fa3bbffc15201b7a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2019 The LUCI Authors. All rights reserved. # Use of this source code is governed under the Apache License, Version 2.0 # that can be found in the LICENSE file. def _patch_our_attrs(): self = sys.modules[__name__] self.__all__ = [mod.__name__[len(__name__)+1:] for mod in _COMMANDS] for modname, mod in zip(self.__all__, _COMMANDS): setattr(self, modname, mod) _patch_our_attrs() def _check_recipes_cfg_consistency(recipe_deps): """Checks all recipe.cfg files for the loaded recipe_deps and logs inconsistent dependencies. Args: recipe_deps (RecipeDeps) - The loaded+fetched recipe deps for the current run. """ actual = recipe_deps.main_repo.simple_cfg.deps # For every repo we loaded for repo_name in actual: required_deps = recipe_deps.repos[repo_name].simple_cfg.deps for req_repo_name, req_spec in required_deps.iteritems(): # If this depends on something we didn't load, log an error. if req_repo_name not in actual: LOG.error( '%r depends on %r, but your recipes.cfg is missing an ' 'entry for this.', repo_name, req_repo_name) continue actual_spec = actual[req_repo_name] if req_spec.revision == actual_spec.revision: # They match, it's all good. continue LOG.warn( 'recipes.cfg depends on %r @ %s, but %r depends on version %s.', req_repo_name, actual_spec.revision, repo_name, req_spec.revision) def _cleanup_pyc(recipe_deps): """Removes any .pyc files from the recipes/recipe_module directories. Args: * recipe_deps (RecipeDeps) - The loaded recipe dependencies. """ for repo in recipe_deps.repos.itervalues(): for to_walk in (repo.recipes_dir, repo.modules_dir): for root, _dirs, files in OS_WALK(to_walk): for fname in files: if not fname.endswith('.pyc'): continue try: to_clean = os.path.join(root, fname) LOG.info('cleaning %r', to_clean) os.unlink(to_clean) except OSError as ex: # If multiple things are cleaning pyc's at the same time this can # race. Fortunately we only care that SOMETHING deleted the pyc :) if ex.errno != errno.ENOENT: raise ... [7 more functiondefs truncated] ...
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Code Review: โ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 14 Unmatched closing bracket ')' at line 62 Invalid syntax at line 68: ... [7 more functiondefs truncated] ... โ ๏ธ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 15 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 25 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 62 Unexpected indentation at line 63 โจ Improvements: Complete the expression on the last line Add closing quote at line 14 Review syntax near the error location
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intermediate
|
ui
|
code_review
|
Pythoncode:Python
| 3
| 0
| 2,334
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2019 The LUCI Authors. All rights reserved.\n# Use of this source code is governed under the Apache License, Version 2.0\n# that can be found in the LICENSE file.\n\ndef _patch_our_attrs():\n self = sys.modules[__name__]\n self.__all__ = [mod.__name__[len(__name__)+1:] for mod in _COMMANDS]\n for modname, mod in zip(self.__all__, _COMMANDS):\n setattr(self, modname, mod)\n_patch_our_attrs()\n\n\ndef _check_recipes_cfg_consistency(recipe_deps):\n \"\"\"Checks all recipe.cfg files for the loaded recipe_deps and logs\n inconsistent dependencies.\n\n Args:\n recipe_deps (RecipeDeps) - The loaded+fetched recipe deps\n for the current run.\n \"\"\"\n actual = recipe_deps.main_repo.simple_cfg.deps\n # For every repo we loaded\n for repo_name in actual:\n required_deps = recipe_deps.repos[repo_name].simple_cfg.deps\n for req_repo_name, req_spec in required_deps.iteritems():\n # If this depends on something we didn't load, log an error.\n if req_repo_name not in actual:\n LOG.error(\n '%r depends on %r, but your recipes.cfg is missing an '\n 'entry for this.', repo_name, req_repo_name)\n continue\n\n actual_spec = actual[req_repo_name]\n if req_spec.revision == actual_spec.revision:\n # They match, it's all good.\n continue\n\n LOG.warn(\n 'recipes.cfg depends on %r @ %s, but %r depends on version %s.',\n req_repo_name, actual_spec.revision, repo_name, req_spec.revision)\n\n\ndef _cleanup_pyc(recipe_deps):\n \"\"\"Removes any .pyc files from the recipes/recipe_module directories.\n\n Args:\n * recipe_deps (RecipeDeps) - The loaded recipe dependencies.\n \"\"\"\n for repo in recipe_deps.repos.itervalues():\n for to_walk in (repo.recipes_dir, repo.modules_dir):\n for root, _dirs, files in OS_WALK(to_walk):\n for fname in files:\n if not fname.endswith('.pyc'):\n continue\n\n try:\n to_clean = os.path.join(root, fname)\n LOG.info('cleaning %r', to_clean)\n os.unlink(to_clean)\n except OSError as ex:\n # If multiple things are cleaning pyc's at the same time this can\n # race. Fortunately we only care that SOMETHING deleted the pyc :)\n if ex.errno != errno.ENOENT:\n raise\n\n\n\n ... [7 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 14\n Unmatched closing bracket ')' at line 62\n Invalid syntax at line 68: ... [7 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 15\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 25\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 34\n Unexpected indentation at line 36\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 14\n Review syntax near the error location"}]
| false
| null | null | null |
0eb8ddc2c0219670903c4425de4ca4b63a33f316
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright (C) 2020-2021 Intel Corporation # SPDX-License-Identifier: Apache-2.0 class SparsityTransformer(Transformer): """A transformer class to sparsify input data.""" def __init__(self, p=0.01): """Initialize. Args: p (float): sparsity ratio (Default=0.01) """ self.lossy = True self.p = p def forward(self, data, **kwargs): """Sparsify data and pass over only non-sparsified elements by reducing the array size. Args: data: an numpy array from the model tensor_dict Returns: condensed_data: an numpy array being sparsified. metadata: dictionary to store a list of meta information. """ metadata = {'int_list': list(data.shape)} # sparsification data = data.astype(np.float32) flatten_data = data.flatten() n_elements = flatten_data.shape[0] k_op = int(np.ceil(n_elements * self.p)) topk, topk_indices = self._topk_func(flatten_data, k_op) # condensed_data = topk sparse_data = np.zeros(flatten_data.shape) sparse_data[topk_indices] = topk nonzero_element_bool_indices = sparse_data != 0.0 metadata['bool_list'] = list(nonzero_element_bool_indices) return condensed_data, metadata # return sparse_data, metadata def backward(self, data, metadata, **kwargs): # Complete this line Args: data: an numpy array with non-zero values. metadata: dictionary to contain information for recovering back to original data array. Returns: recovered_data: an numpy array with original shape. """ data = data.astype(np.float32) data_shape = metadata['int_list'] nonzero_element_bool_indices = list(metadata['bool_list']) recovered_data = np.zeros(data_shape).reshape(-1).astype(np.float32) recovered_data[nonzero_element_bool_indices] = data recovered_data = recovered_data.reshape(data_shape) return recovered_data @staticmethod def _topk_func(x, k): """Select top k values. Args: x: an numpy array to be sorted out for top-k components. k: k most maximum values. Returns: topk_mag: components with top-k values. indices: indices of the top-k components. """ # quick sort as default on magnitude idx = np.argsort(np.abs(x)) # sorted order, the right most is the largest magnitude length = x.shape[0] start_idx = length - k # get the top k magnitude topk_mag = np.asarray(x[idx[start_idx:]]) indices = np.asarray(idx[start_idx:]) if min(topk_mag) - 0 < 10e-8: # avoid zeros topk_mag = topk_mag + 10e-8 return topk_mag, indices ... [11 more classdefs truncated] ...
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The missing line is: """Recover data array with the right shape and numerical type.
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advanced
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database
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fill_in_the_blank
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Pythoncode:Python
| 4
| 1
| 2,978
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright (C) 2020-2021 Intel Corporation\n# SPDX-License-Identifier: Apache-2.0\n\nclass SparsityTransformer(Transformer):\n \"\"\"A transformer class to sparsify input data.\"\"\"\n\n def __init__(self, p=0.01):\n \"\"\"Initialize.\n\n Args:\n p (float): sparsity ratio (Default=0.01)\n \"\"\"\n self.lossy = True\n self.p = p\n\n def forward(self, data, **kwargs):\n \"\"\"Sparsify data and pass over only non-sparsified elements by reducing the array size.\n\n Args:\n data: an numpy array from the model tensor_dict\n\n Returns:\n condensed_data: an numpy array being sparsified.\n metadata: dictionary to store a list of meta information.\n \"\"\"\n metadata = {'int_list': list(data.shape)}\n # sparsification\n data = data.astype(np.float32)\n flatten_data = data.flatten()\n n_elements = flatten_data.shape[0]\n k_op = int(np.ceil(n_elements * self.p))\n topk, topk_indices = self._topk_func(flatten_data, k_op)\n #\n condensed_data = topk\n sparse_data = np.zeros(flatten_data.shape)\n sparse_data[topk_indices] = topk\n nonzero_element_bool_indices = sparse_data != 0.0\n metadata['bool_list'] = list(nonzero_element_bool_indices)\n return condensed_data, metadata\n # return sparse_data, metadata\n\n def backward(self, data, metadata, **kwargs):\n # Complete this line\n\n Args:\n data: an numpy array with non-zero values.\n metadata: dictionary to contain information for recovering back to original data array.\n\n Returns:\n recovered_data: an numpy array with original shape.\n \"\"\"\n data = data.astype(np.float32)\n data_shape = metadata['int_list']\n nonzero_element_bool_indices = list(metadata['bool_list'])\n recovered_data = np.zeros(data_shape).reshape(-1).astype(np.float32)\n recovered_data[nonzero_element_bool_indices] = data\n recovered_data = recovered_data.reshape(data_shape)\n return recovered_data\n\n @staticmethod\n def _topk_func(x, k):\n \"\"\"Select top k values.\n\n Args:\n x: an numpy array to be sorted out for top-k components.\n k: k most maximum values.\n\n Returns:\n topk_mag: components with top-k values.\n indices: indices of the top-k components.\n \"\"\"\n # quick sort as default on magnitude\n idx = np.argsort(np.abs(x))\n # sorted order, the right most is the largest magnitude\n length = x.shape[0]\n start_idx = length - k\n # get the top k magnitude\n topk_mag = np.asarray(x[idx[start_idx:]])\n indices = np.asarray(idx[start_idx:])\n if min(topk_mag) - 0 < 10e-8: # avoid zeros\n topk_mag = topk_mag + 10e-8\n return topk_mag, indices\n\n\n\n ... [11 more classdefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n \"\"\"Recover data array with the right shape and numerical type."}]
| false
| null | null | null |
0eb8efd29824103fb230c6103a6e3a8b1b30a534
|
TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding:utf-8 -*- # ------------------------------------------------------------ # File: __init__.py.py # Created Date: 2020/6/24 # Created Time: 0:12 # Author: Hypdncy # Author Mail: hypdncy@outlook.com # Copyright (c) 2020 Hypdncy # ------------------------------------------------------------ # .::::. # .::::::::. # ::::::::::: # ..:::::::::::' # '::::::::::::' # .:::::::::: # '::::::::::::::..
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# ..::::::::::::. # ``:::::::::::::::: # ::::``:::::::::' .:::. # ::::' ':::::' .::::::::. # .::::' :::: .:::::::'::::. # .:::' ::::: .:::::::::' ':::::. # .::' :::::.:::::::::' ':::::. # .::' ::::::::::::::' ``::::. # ...::: ::::::::::::' ``::. # ````':. ':::::::::' ::::.. # '.:::::' ':'````.. # ------------------------------------------------------------
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intermediate
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machine_learning
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code_completion
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Pythoncode:Python
| 0
| 0
| 1,150
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding:utf-8 -*-\n# ------------------------------------------------------------\n# File: __init__.py.py\n# Created Date: 2020/6/24\n# Created Time: 0:12\n# Author: Hypdncy\n# Author Mail: hypdncy@outlook.com\n# Copyright (c) 2020 Hypdncy\n# ------------------------------------------------------------\n# .::::.\n# .::::::::.\n# :::::::::::\n# ..:::::::::::'\n# '::::::::::::'\n# .::::::::::\n# '::::::::::::::.."}, {"role": "assistant", "content": "\n# ..::::::::::::.\n# ``::::::::::::::::\n# ::::``:::::::::' .:::.\n# ::::' ':::::' .::::::::.\n# .::::' :::: .:::::::'::::.\n# .:::' ::::: .:::::::::' ':::::.\n# .::' :::::.:::::::::' ':::::.\n# .::' ::::::::::::::' ``::::.\n# ...::: ::::::::::::' ``::.\n# ````':. ':::::::::' ::::..\n# '.:::::' ':'````..\n# ------------------------------------------------------------"}]
| false
| null | null | null |
0eb9c920aa1f94bcf5b75523167a5791a71d6de8
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import numpy as np import pytest from pytest import approx from pymt.component.grid import GridMixIn class Port: def __init__(self, name, uses=None, provides=None): self._name = name self._uses = uses or [] self._provides = provides or [] def get_component_name(self): return self._name def get_input_item_count(self): return len(self._uses) def get_input_item_list(self): return self._uses def get_output_item_count(self): return len(self._provides) def get_output_item_list(self): return self._provides def test_exchange_items(): class Component(GridMixIn): def __init__(self): self._port = Port("test", uses=["invar"], provides=["outvar"]) super().__init__() c = Component() assert c.input_items == ["invar"] assert c.output_items == ["outvar"] def test_no_exchange_items(): class Component(GridMixIn): def __init__(self): self._port = Port("test") super().__init__() c = Component() assert c.input_items == [] assert c.output_items == [] def test_raster_1d(): class RasterPort(Port): def get_grid_shape(self, grid_id): return (3,) def get_grid_spacing(self, grid_id): return (2.0,) def get_grid_origin(self, grid_id): return (3.0,) class Component(GridMixIn): def __init__(self): self._port = RasterPort("test", uses=["invar"]) super().__init__() c = Component() assert c.get_x("invar") == approx(np.array([3.0, 5.0, 7.0])) def test_raster_2d(): class RasterPort(Port): def get_grid_shape(self, grid_id): return (2, 3) def get_grid_spacing(self, grid_id): return (2.0, 1.0) def get_grid_origin(self, grid_id): return (0.0, 0.0) class Component(GridMixIn): def __init__(self): self._port = RasterPort("test-2d", uses=["invar"], provides=["outvar"]) super().__init__() c = Component() assert c.name == "test-2d" assert c.get_grid_type(0) == "RASTER" assert c.get_x(0) == approx(np.array([[0.0, 1.0, 2.0], [0.0, 1.0, 2.0]])) assert c.get_y(0) == approx(np.array([[0.0, 0.0, 0.0], [2.0, 2.0, 2.0]])) assert np.all(c.get_connectivity(0) == np.array([0, 1, 4, 3, 1, 2, 5, 4])) assert np.all(c.get_offset(0) == np.array([4, 8])) def test_raster_3d(): class RasterPort(Port): def get_grid_shape(self, grid_id): return (2, 2, 3) def get_grid_spacing(self, grid_id): return (1.0, 2.0, 1.0) def get_grid_origin(self, grid_id): return (0.0, 0.0, 0.0) class Component(GridMixIn): ... [43 more functiondefs truncated] ...
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Code analysis results: ๐ด Errors found: Code truncated in middle of expression - unexpected EOF Block at line 108 has no indented body IndentationError at line 110 โ ๏ธ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 34 Unexpected indentation at line 37 ๐ก Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
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advanced
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testing
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debugging
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Pythoncode:Python
| 24
| 9
| 2,838
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nimport pytest\nfrom pytest import approx\n\nfrom pymt.component.grid import GridMixIn\n\n\nclass Port:\n def __init__(self, name, uses=None, provides=None):\n self._name = name\n self._uses = uses or []\n self._provides = provides or []\n\n def get_component_name(self):\n return self._name\n\n def get_input_item_count(self):\n return len(self._uses)\n\n def get_input_item_list(self):\n return self._uses\n\n def get_output_item_count(self):\n return len(self._provides)\n\n def get_output_item_list(self):\n return self._provides\n\n\ndef test_exchange_items():\n class Component(GridMixIn):\n def __init__(self):\n self._port = Port(\"test\", uses=[\"invar\"], provides=[\"outvar\"])\n super().__init__()\n\n c = Component()\n assert c.input_items == [\"invar\"]\n assert c.output_items == [\"outvar\"]\n\n\ndef test_no_exchange_items():\n class Component(GridMixIn):\n def __init__(self):\n self._port = Port(\"test\")\n super().__init__()\n\n c = Component()\n assert c.input_items == []\n assert c.output_items == []\n\n\ndef test_raster_1d():\n class RasterPort(Port):\n def get_grid_shape(self, grid_id):\n return (3,)\n\n def get_grid_spacing(self, grid_id):\n return (2.0,)\n\n def get_grid_origin(self, grid_id):\n return (3.0,)\n\n class Component(GridMixIn):\n def __init__(self):\n self._port = RasterPort(\"test\", uses=[\"invar\"])\n super().__init__()\n\n c = Component()\n assert c.get_x(\"invar\") == approx(np.array([3.0, 5.0, 7.0]))\n\n\ndef test_raster_2d():\n class RasterPort(Port):\n def get_grid_shape(self, grid_id):\n return (2, 3)\n\n def get_grid_spacing(self, grid_id):\n return (2.0, 1.0)\n\n def get_grid_origin(self, grid_id):\n return (0.0, 0.0)\n\n class Component(GridMixIn):\n def __init__(self):\n self._port = RasterPort(\"test-2d\", uses=[\"invar\"], provides=[\"outvar\"])\n super().__init__()\n\n c = Component()\n assert c.name == \"test-2d\"\n assert c.get_grid_type(0) == \"RASTER\"\n assert c.get_x(0) == approx(np.array([[0.0, 1.0, 2.0], [0.0, 1.0, 2.0]]))\n assert c.get_y(0) == approx(np.array([[0.0, 0.0, 0.0], [2.0, 2.0, 2.0]]))\n assert np.all(c.get_connectivity(0) == np.array([0, 1, 4, 3, 1, 2, 5, 4]))\n assert np.all(c.get_offset(0) == np.array([4, 8]))\n\n\ndef test_raster_3d():\n class RasterPort(Port):\n def get_grid_shape(self, grid_id):\n return (2, 2, 3)\n\n def get_grid_spacing(self, grid_id):\n return (1.0, 2.0, 1.0)\n\n def get_grid_origin(self, grid_id):\n return (0.0, 0.0, 0.0)\n\n class Component(GridMixIn):\n\n ... [43 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 108 has no indented body\n IndentationError at line 110\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 34\n Unexpected indentation at line 37\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
0ebc4327dea5e082563be3e589c1e4f6b395a97a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import sys def load_log_sp(filename): data = [] with open(filename) as f: for line in f.readlines(): tokens = line.split(" ") spidx = line.find("SP:") endidx = line.find(' ', spidx) data.append((line[0:4], line[spidx+3:endidx])) return data if __name__ == "__main__": mylog = sys.argv[1 + 1] correctlog = sys.argv[2] mylog_sp = load_log_sp(mylog) correctlog_sp = load_log_sp(correctlog) for (i, ((nb1, sp1), (nb2, sp2))) in enumerate(zip(mylog_sp, correctlog_sp)): print('{} {} - {} vs {}'.format( nb1, nb2, sp1, sp2)) if sp1.lower() != sp2.lower() or int(nb1.lower(),16) != int(nb2.lower(), 16): break
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: โข Block at line 3 has no indented body Fix: Check loop bounds and array indices carefully
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 734
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport sys\n\ndef load_log_sp(filename):\n\n data = []\n with open(filename) as f:\n for line in f.readlines():\n tokens = line.split(\" \")\n spidx = line.find(\"SP:\")\n endidx = line.find(' ', spidx)\n data.append((line[0:4], line[spidx+3:endidx]))\n return data\n\nif __name__ == \"__main__\":\n mylog = sys.argv[1 + 1]\n correctlog = sys.argv[2]\n mylog_sp = load_log_sp(mylog)\n correctlog_sp = load_log_sp(correctlog)\n for (i, ((nb1, sp1), (nb2, sp2))) in enumerate(zip(mylog_sp, correctlog_sp)):\n print('{} {} - {} vs {}'.format(\n nb1, nb2, sp1, sp2))\n if sp1.lower() != sp2.lower() or int(nb1.lower(),16) != int(nb2.lower(), 16):\n break"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Block at line 3 has no indented body\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
0ebe32fa6550f0c6be308f3edf45681f0583afc5
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def read_args(): parser = argparse.ArgumentParser( description='Training a MLP on the petfinder dataset') # Here you have some examples of classifier parameters. You can add # more arguments or change these if you need to. parser.add_argument('--experiment_name', type=str, default='Base model', help='Name of the experiment, used in mlflow.') parser.add_argument('--dataset_dir', default='../petfinder_dataset', type=str, help='Directory with the training and test files.') parser.add_argument('--hidden_layer_sizes', nargs='+', default=[100], type=int, help='Number of hidden units of each hidden layer.') parser.add_argument('--epochs', default=50, type=int, help='Number of epochs to train.') parser.add_argument('--dropout', nargs='+', default=[0.5], type=float, help='Dropout ratio for every layer.') parser.add_argument('--batch_size', type=int, default=32, help='Number of instances in each batch.') parser.add_argument('--learning_rate', default=1e-3, type=float, help='Learning rate.') args = parser.parse_args() assert len(args.hidden_layer_sizes) == len(args.dropout) return args def print_args(args): print('-------------------------------------------') print('PARAMS ------------------------------------') print('-------------------------------------------') print('--experiment_name ', args.experiment_name) print('--dataset_dir ', args.dataset_dir) print('--epochs ', args.epochs) print('--hidden_layer_sizes', args.hidden_layer_sizes) print('--dropout ', args.dropout) print('--batch_size ', args.batch_size) print('--learning_rate ', args.learning_rate) print('-------------------------------------------') ... [1 more functiondefs truncated] ...
|
Code analysis results: ๐ด Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 40: ... [1 more functiondefs truncated] ... โ ๏ธ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 ๐ก Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,988
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef read_args():\n parser = argparse.ArgumentParser(\n description='Training a MLP on the petfinder dataset')\n # Here you have some examples of classifier parameters. You can add\n # more arguments or change these if you need to.\n parser.add_argument('--experiment_name', type=str, default='Base model',\n help='Name of the experiment, used in mlflow.')\n parser.add_argument('--dataset_dir', default='../petfinder_dataset', type=str,\n help='Directory with the training and test files.')\n parser.add_argument('--hidden_layer_sizes', nargs='+', default=[100], type=int,\n help='Number of hidden units of each hidden layer.')\n parser.add_argument('--epochs', default=50, type=int,\n help='Number of epochs to train.')\n parser.add_argument('--dropout', nargs='+', default=[0.5], type=float,\n help='Dropout ratio for every layer.')\n parser.add_argument('--batch_size', type=int, default=32,\n help='Number of instances in each batch.')\n parser.add_argument('--learning_rate', default=1e-3, type=float,\n help='Learning rate.')\n args = parser.parse_args()\n\n assert len(args.hidden_layer_sizes) == len(args.dropout)\n return args\n\ndef print_args(args):\n print('-------------------------------------------')\n print('PARAMS ------------------------------------')\n print('-------------------------------------------')\n print('--experiment_name ', args.experiment_name)\n print('--dataset_dir ', args.dataset_dir)\n print('--epochs ', args.epochs)\n print('--hidden_layer_sizes', args.hidden_layer_sizes)\n print('--dropout ', args.dropout)\n print('--batch_size ', args.batch_size)\n print('--learning_rate ', args.learning_rate)\n print('-------------------------------------------')\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 Invalid syntax at line 40: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
0ebf6e6f4a1667f2d0b5238c117fa44dfca6f7c4
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import absolute_import from pkg_resources import parse_version from warnings import warn from copy import deepcopy import networkx as nx from networkx.readwrite import json_graph from catpy.applications.base import CatmaidClientApplication def convert_nodelink_data(jso): """NetworkX serialises graphs differently in v1.x and v2.x. This converts v1-style data (as emitted by CATMAID) to v2-style data. See issue #26 https://github.com/catmaid/catpy/issues/26 Parameters ---------- jso : dict Returns ------- dict """ if NX_VERSION_INFO < (2, 0): warn( "You are converting networkx v1-style JSON (emitted by CATMAID) to v2-style JSON," " but you are using networkx v1" ) out = deepcopy(jso) for edge in out["links"]: for label in ["source", "target"]: try: edge[label] = out["nodes"][edge[label]]["id"] except (KeyError, IndexError): raise RuntimeError(err_msg) return out class ExportWidget(CatmaidClientApplication): def get_swc(self, skeleton_id, linearize_ids=False): """ Get a single skeleton in SWC format. Parameters ---------- skeleton_id : int or str linearize_ids : bool Returns ------- str """ return self.get( (self.project_id, "skeleton", skeleton_id, "swc"), {"linearize_ids": "true" if linearize_ids else "false"}, ) def get_connector_archive(self, *args, **kwargs): """Not implemented: requires an async job""" raise NotImplementedError("Requires an async job") def get_treenode_archive(self, *args, **kwargs): """Not implemented: requires an async job""" raise NotImplementedError("Requires an async job") def get_networkx_dict(self, *skeleton_ids): """ Get the data for a networkx graph of the given skeletons in node-link format. In networkx 1.x, as used by CATMAID and therefore returned by this method, "source" and "target" in the dicts in "links" refer to nodes by their indices in the "nodes" array. See ``convert_nodelink_data`` function to convert into networkx 2.x-compatible format. https://networkx.readthedocs.io/en/networkx-1.11/reference/generated/networkx.readwrite.json_graph.node_link_data.html Parameters ---------- skeleton_ids : array-like of (int or str) Returns ------- dict """ return self.post( (self.project_id, "graphexport", "json", data={"skeleton_list": list(skeleton_ids)}, ) ... [3 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: โข Code truncated in middle of expression - unexpected EOF โข Unterminated string literal at line 15 โข Unclosed '(' at line 91 - expected ')' Fixes: โข Complete the expression on the last line โข Add closing quote at line 15 โข Add closing ')' bracket
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 5
| 1
| 2,805
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import absolute_import\n\nfrom pkg_resources import parse_version\nfrom warnings import warn\nfrom copy import deepcopy\n\nimport networkx as nx\nfrom networkx.readwrite import json_graph\n\nfrom catpy.applications.base import CatmaidClientApplication\n\n\ndef convert_nodelink_data(jso):\n \"\"\"NetworkX serialises graphs differently in v1.x and v2.x.\n\n This converts v1-style data (as emitted by CATMAID) to v2-style data.\n\n See issue #26 https://github.com/catmaid/catpy/issues/26\n\n Parameters\n ----------\n jso : dict\n\n Returns\n -------\n dict\n \"\"\"\n if NX_VERSION_INFO < (2, 0):\n warn(\n \"You are converting networkx v1-style JSON (emitted by CATMAID) to v2-style JSON,\"\n \" but you are using networkx v1\"\n )\n\n out = deepcopy(jso)\n for edge in out[\"links\"]:\n for label in [\"source\", \"target\"]:\n try:\n edge[label] = out[\"nodes\"][edge[label]][\"id\"]\n except (KeyError, IndexError):\n raise RuntimeError(err_msg)\n return out\n\n\nclass ExportWidget(CatmaidClientApplication):\n def get_swc(self, skeleton_id, linearize_ids=False):\n \"\"\"\n Get a single skeleton in SWC format.\n\n Parameters\n ----------\n skeleton_id : int or str\n linearize_ids : bool\n\n Returns\n -------\n str\n \"\"\"\n return self.get(\n (self.project_id, \"skeleton\", skeleton_id, \"swc\"),\n {\"linearize_ids\": \"true\" if linearize_ids else \"false\"},\n )\n\n def get_connector_archive(self, *args, **kwargs):\n \"\"\"Not implemented: requires an async job\"\"\"\n raise NotImplementedError(\"Requires an async job\")\n\n def get_treenode_archive(self, *args, **kwargs):\n \"\"\"Not implemented: requires an async job\"\"\"\n raise NotImplementedError(\"Requires an async job\")\n\n def get_networkx_dict(self, *skeleton_ids):\n \"\"\"\n Get the data for a networkx graph of the given skeletons in node-link format.\n\n In networkx 1.x, as used by CATMAID and therefore returned by this method,\n \"source\" and \"target\" in the dicts in \"links\" refer to nodes by their indices in the \"nodes\" array.\n\n See ``convert_nodelink_data`` function to convert into networkx 2.x-compatible format.\n\n https://networkx.readthedocs.io/en/networkx-1.11/reference/generated/networkx.readwrite.json_graph.node_link_data.html\n\n Parameters\n ----------\n skeleton_ids : array-like of (int or str)\n\n Returns\n -------\n dict\n \"\"\"\n return self.post(\n (self.project_id, \"graphexport\", \"json\",\n data={\"skeleton_list\": list(skeleton_ids)},\n )\n\n\n ... [3 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 15\n \u2022 Unclosed '(' at line 91 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 15\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ebfda6d11cf85e7a67d60d7c46e294592497198
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from typing import Optional from watchmen_auth import PrincipalService from watchmen_data_kernel.cache import CacheService from watchmen_data_kernel.common import DataKernelException from watchmen_data_kernel.external_writer import find_external_writer_create, register_external_writer_creator from watchmen_meta.common import ask_meta_storage, ask_snowflake_generator from watchmen_meta.system import ExternalWriterService as ExternalWriterStorageService from watchmen_model.common import ExternalWriterId from watchmen_model.system import ExternalWriter def register_external_writer(external_writer: ExternalWriter) -> None: create = find_external_writer_create(external_writer.type) if create is None: raise DataKernelException(f'Creator not found for external writer[{external_writer.dict()}].') register_external_writer_creator(external_writer.writerCode, create()) class ExternalWriterService: def __init__(self, principal_service: PrincipalService): self.principalService = principal_service def find_by_id(self, writer_id: ExternalWriterId) -> Optional[ExternalWriter]: external_writer = CacheService.external_writer().get(writer_id) if external_writer is not None: if external_writer.tenantId != self.principalService.get_tenant_id(): raise DataKernelException(
|
f'External writer[id={writer_id}] not belongs to ' f'current tenant[id={self.principalService.get_tenant_id()}].') register_external_writer(external_writer) return external_writer storage_service = ExternalWriterStorageService( ask_meta_storage(), ask_snowflake_generator(), self.principalService) storage_service.begin_transaction() try: # noinspection PyTypeChecker external_writer: ExternalWriter = storage_service.find_by_id(writer_id) if external_writer is None: return None CacheService.external_writer().put(external_writer) register_external_writer(external_writer) return external_writer finally: storage_service.close_transaction()
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 1,993
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom typing import Optional\n\nfrom watchmen_auth import PrincipalService\nfrom watchmen_data_kernel.cache import CacheService\nfrom watchmen_data_kernel.common import DataKernelException\nfrom watchmen_data_kernel.external_writer import find_external_writer_create, register_external_writer_creator\nfrom watchmen_meta.common import ask_meta_storage, ask_snowflake_generator\nfrom watchmen_meta.system import ExternalWriterService as ExternalWriterStorageService\nfrom watchmen_model.common import ExternalWriterId\nfrom watchmen_model.system import ExternalWriter\n\n\ndef register_external_writer(external_writer: ExternalWriter) -> None:\n\tcreate = find_external_writer_create(external_writer.type)\n\tif create is None:\n\t\traise DataKernelException(f'Creator not found for external writer[{external_writer.dict()}].')\n\tregister_external_writer_creator(external_writer.writerCode, create())\n\n\nclass ExternalWriterService:\n\tdef __init__(self, principal_service: PrincipalService):\n\t\tself.principalService = principal_service\n\n\tdef find_by_id(self, writer_id: ExternalWriterId) -> Optional[ExternalWriter]:\n\t\texternal_writer = CacheService.external_writer().get(writer_id)\n\t\tif external_writer is not None:\n\t\t\tif external_writer.tenantId != self.principalService.get_tenant_id():\n\t\t\t\traise DataKernelException("}, {"role": "assistant", "content": "\n\t\t\t\t\tf'External writer[id={writer_id}] not belongs to '\n\t\t\t\t\tf'current tenant[id={self.principalService.get_tenant_id()}].')\n\t\t\tregister_external_writer(external_writer)\n\t\t\treturn external_writer\n\n\t\tstorage_service = ExternalWriterStorageService(\n\t\t\task_meta_storage(), ask_snowflake_generator(), self.principalService)\n\t\tstorage_service.begin_transaction()\n\t\ttry:\n\t\t\t# noinspection PyTypeChecker\n\t\t\texternal_writer: ExternalWriter = storage_service.find_by_id(writer_id)\n\t\t\tif external_writer is None:\n\t\t\t\treturn None\n\n\t\t\tCacheService.external_writer().put(external_writer)\n\t\t\tregister_external_writer(external_writer)\n\t\t\treturn external_writer\n\t\tfinally:\n\t\t\tstorage_service.close_transaction()"}]
| false
| null | null | null |
0ec1afd2facbda8f3febe8ca1dc7c71fb6558f04
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: nota1 = float(input('Digite a nota da primeira nota ')) peso1 = float(input('Digite o peso da primeira nota ')) nota2 = float(input('Digite a nota da seugundo nota ')) peso2 = float(input('Digite o peso da segundo nota ')) media = (nota1/peso1+nota2/peso2)/2 print('A mรฉdia das duas notas รฉ:', media)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 304
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nnota1 = float(input('Digite a nota da primeira nota '))\npeso1 = float(input('Digite o peso da primeira nota '))\nnota2 = float(input('Digite a nota da seugundo nota '))\npeso2 = float(input('Digite o peso da segundo nota '))\n\n\n\nmedia = (nota1/peso1+nota2/peso2)/2\nprint('A m\u00e9dia das duas notas \u00e9:', media)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ec2342f96bb22e61801a222fde8647beb3203c5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from importlib import import_module from typing import Any def import_string(path: str) -> Any: """Imports a dotted path name and returns the class/attribute. Parameters ---------- path: str Dotted module path to retrieve. Returns ------- Class/attribute at the given import path. Raises ------ ImportError If the path does not exist. """ try: module_path, class_name = path.rsplit('.', 1)
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: โข Unterminated string literal at line 6 โข SyntaxError: expected 'except' or 'finally' block at line 23 Fix: Add body to Try block or use 'pass' statement
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 466
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom importlib import import_module\nfrom typing import Any\n\n\ndef import_string(path: str) -> Any:\n \"\"\"Imports a dotted path name and returns the class/attribute.\n\n Parameters\n ----------\n path: str\n Dotted module path to retrieve.\n\n Returns\n -------\n Class/attribute at the given import path.\n\n Raises\n ------\n ImportError\n If the path does not exist.\n \"\"\"\n try:\n module_path, class_name = path.rsplit('.', 1)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 6\n \u2022 SyntaxError: expected 'except' or 'finally' block at line 23\n\n Fix: Add body to Try block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
0ec2983c9be55e068e1ac3a8da9a2e78b097ece9
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python import json import os import re from enum import Enum from os.path import join from le_utils.constants import content_kinds from le_utils.constants import exercises from le_utils.constants import file_formats from le_utils.constants import licenses from ricecooker.chefs import SushiChef from ricecooker.classes import files from ricecooker.classes import nodes from ricecooker.classes import questions from ricecooker.classes.licenses import get_license ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: โข Complete the truncated code structure Example continuation: from ricecooker.exceptions import InvalidFormatException from ricecooker.exceptions import raise_for_invalid_channel from ricecooker.exceptions import UnknownContentKindError from ricecooker.exceptions import UnknownFileTypeError from ricecooker.exceptions import UnknownQuestionTypeError
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 478
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\nimport json\nimport os\nimport re\nfrom enum import Enum\nfrom os.path import join\n\nfrom le_utils.constants import content_kinds\nfrom le_utils.constants import exercises\nfrom le_utils.constants import file_formats\nfrom le_utils.constants import licenses\n\nfrom ricecooker.chefs import SushiChef\nfrom ricecooker.classes import files\nfrom ricecooker.classes import nodes\nfrom ricecooker.classes import questions\nfrom ricecooker.classes.licenses import get_license\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:\nfrom ricecooker.exceptions import InvalidFormatException\nfrom ricecooker.exceptions import raise_for_invalid_channel\nfrom ricecooker.exceptions import UnknownContentKindError\nfrom ricecooker.exceptions import UnknownFileTypeError\nfrom ricecooker.exceptions import UnknownQuestionTypeError"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ec3610585ba69b4e61119ece94d8d89e44e43cc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # ##### BEGIN GPL LICENSE BLOCK ##### # # This program is free software; you can redistribute it and/or # modify it under the terms of the GNU General Public License # as published by the Free Software Foundation; either version 2 # of the License, or (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program; if not, write to the Free Software Foundation, # Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. #
|
# ##### END GPL LICENSE BLOCK ##### # <pep8 compliant> import enchant import os import pickle import re ... [5 more classdefs truncated] ...
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 910
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# ##### BEGIN GPL LICENSE BLOCK #####\n#\n# This program is free software; you can redistribute it and/or\n# modify it under the terms of the GNU General Public License\n# as published by the Free Software Foundation; either version 2\n# of the License, or (at your option) any later version.\n#\n# This program is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with this program; if not, write to the Free Software Foundation,\n# Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.\n#"}, {"role": "assistant", "content": "\n# ##### END GPL LICENSE BLOCK #####\n\n# <pep8 compliant>\n\nimport enchant\nimport os\nimport pickle\nimport re\n\n\n\n ... [5 more classdefs truncated] ..."}]
| false
| null | null | null |
0ec3a322173dd7c7c650f060b94c615e6cceb769
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np import os import json import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.utils.data import DataLoader, TensorDataset from naslib.utils.utils import AverageMeterGroup from naslib.predictors.utils.encodings import encode from naslib.predictors import Predictor # NOTE: faster on CPU def accuracy_mse(prediction, target, scale=100.0): prediction = prediction.detach() * scale target = (target) * scale return F.mse_loss(prediction, target) class FeedforwardNet(nn.Module): def __init__( self, input_dims: int = 5, num_layers: int = 3, layer_width: list = [10, 10, 10], output_dims: int = 1, activation="relu", ): super(FeedforwardNet, self).__init__() assert ( len(layer_width) == num_layers ), "number of widths should be \ equal to the number of layers" self.activation = eval("F." + activation) all_units = [input_dims] + layer_width self.layers = nn.ModuleList( [nn.Linear(all_units[i], all_units[i + 1]) for i in range(num_layers)] ) self.out = nn.Linear(all_units[-1], 1) # make the init similar to the tf.keras version for l in self.layers: torch.nn.init.xavier_uniform_(l.weight) torch.nn.init.zeros_(l.bias) torch.nn.init.xavier_uniform_(self.out.weight) torch.nn.init.zeros_(self.out.bias) def forward(self, x): for layer in self.layers: x = self.activation(layer(x)) return self.out(x) def basis_funcs(self, x): for layer in self.layers: ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: โข Complete the truncated code structure Example continuation: return x class MLPPredictor(Predictor): def __init__(
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 6
| 2
| 1,704
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\nimport os\nimport json\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nimport torch.optim as optim\nfrom torch.utils.data import DataLoader, TensorDataset\n\nfrom naslib.utils.utils import AverageMeterGroup\nfrom naslib.predictors.utils.encodings import encode\nfrom naslib.predictors import Predictor\n\n# NOTE: faster on CPU\ndef accuracy_mse(prediction, target, scale=100.0):\n prediction = prediction.detach() * scale\n target = (target) * scale\n return F.mse_loss(prediction, target)\n\n\nclass FeedforwardNet(nn.Module):\n def __init__(\n self,\n input_dims: int = 5,\n num_layers: int = 3,\n layer_width: list = [10, 10, 10],\n output_dims: int = 1,\n activation=\"relu\",\n ):\n super(FeedforwardNet, self).__init__()\n assert (\n len(layer_width) == num_layers\n ), \"number of widths should be \\\n equal to the number of layers\"\n\n self.activation = eval(\"F.\" + activation)\n\n all_units = [input_dims] + layer_width\n self.layers = nn.ModuleList(\n [nn.Linear(all_units[i], all_units[i + 1]) for i in range(num_layers)]\n )\n\n self.out = nn.Linear(all_units[-1], 1)\n\n # make the init similar to the tf.keras version\n for l in self.layers:\n torch.nn.init.xavier_uniform_(l.weight)\n torch.nn.init.zeros_(l.bias)\n torch.nn.init.xavier_uniform_(self.out.weight)\n torch.nn.init.zeros_(self.out.bias)\n\n def forward(self, x):\n for layer in self.layers:\n x = self.activation(layer(x))\n return self.out(x)\n\n def basis_funcs(self, x):\n for layer in self.layers:\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 return x\n\n\nclass MLPPredictor(Predictor):\n def __init__("}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ec3b7be918911b5b776d40be78266905df319e1
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from pythonforandroid.toolchain import Recipe, shprint, current_directory, ArchARM from os.path import exists, join, realpath from os import uname import glob import sh class LibX264Recipe(Recipe): version = 'x264-snapshot-20170608-2245-stable' # using mirror url since can't use ftp url = 'http://mirror.yandex.ru/mirrors/ftp.videolan.org/x264/snapshots/{version}.tar.bz2' md5sum = 'adf3b87f759b5cc9f100f8cf99276f77' def should_build(self, arch): build_dir = self.get_build_dir(arch.arch) return not exists(join(build_dir, 'lib', 'libx264.a')) # Complete this line with current_directory(self.get_build_dir(arch.arch)): env = self.get_recipe_env(arch) configure = sh.Command('./configure') shprint(configure, '--cross-prefix=arm-linux-androideabi-', '--host=arm-linux', '--disable-asm', '--disable-cli', '--enable-pic', '--disable-shared', '--enable-static', '--prefix={}'.format(realpath('.')), _env=env) shprint(sh.make, '-j4', _env=env) shprint(sh.make, 'install', _env=env) recipe = LibX264Recipe()
|
The missing line is: def build_arch(self, arch):
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 1,301
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom pythonforandroid.toolchain import Recipe, shprint, current_directory, ArchARM\nfrom os.path import exists, join, realpath\nfrom os import uname\nimport glob\nimport sh\n\n\nclass LibX264Recipe(Recipe):\n version = 'x264-snapshot-20170608-2245-stable' # using mirror url since can't use ftp\n url = 'http://mirror.yandex.ru/mirrors/ftp.videolan.org/x264/snapshots/{version}.tar.bz2'\n md5sum = 'adf3b87f759b5cc9f100f8cf99276f77'\n\n def should_build(self, arch):\n build_dir = self.get_build_dir(arch.arch)\n return not exists(join(build_dir, 'lib', 'libx264.a'))\n\n # Complete this line\n with current_directory(self.get_build_dir(arch.arch)):\n env = self.get_recipe_env(arch)\n configure = sh.Command('./configure')\n shprint(configure,\n '--cross-prefix=arm-linux-androideabi-',\n '--host=arm-linux',\n '--disable-asm',\n '--disable-cli',\n '--enable-pic',\n '--disable-shared',\n '--enable-static',\n '--prefix={}'.format(realpath('.')),\n _env=env)\n shprint(sh.make, '-j4', _env=env)\n shprint(sh.make, 'install', _env=env)\n\nrecipe = LibX264Recipe()"}, {"role": "assistant", "content": "The missing line is:\n def build_arch(self, arch):"}]
| false
| null | null | null |
0ec3f2a1fe20def9bc91ffbd4b3742d74abb33b3
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #coding=utf-8 try: if __name__.startswith('qgb.Win'): from .. import py else: import py except Exception as ei: raise ei raise EnvironmentError(__name__) if py.is2(): import _winreg as winreg from _winreg import * else: import winreg from winreg import * def get(skey,name,root=HKEY_CURRENT_USER,returnType=True): ''' from qgb.Win import reg reg.get(r'Software\Microsoft\Windows\CurrentVersion\Internet Settings','ProxyEnable') reg.get(r'HKLM\SYSTEM\CurrentControlSet\Services\LanmanServer\Parameters\Size' ) There are seven predefined root keys, traditionally named according to their constant handles defined in the Win32 API skeyไธ่ฝๅ
ๅซ name๏ผๅฆๅ FileNotFoundError: [WinError 2] ็ณป็ปๆพไธๅฐๆๅฎ็ๆไปถใ ''' r = OpenKey(root,skey) r = QueryValueEx(r,name) if returnType:return r[0],'{} : {}'.format(REG_TYPE[r[1]],r[1]) else :return r[0] # Complete this line r = OpenKey(root,skey,0,KEY_SET_VALUE) if not py.isint(type): if py.isint(value):type=4 if py.istr(value):type=1 if py.isbyte(value):type=3 #TODO test,and add more rule SetValueEx(r,'ProxyEnable',0,type,value) if get(skey,name,root=root,returnType=False)==value: return 'reg.set [{}] {}={} sucess!'.format(skey[-55:],name,value) else: return 'reg.set [{}] {}={} Failed !'.format(skey,name,value) REG_TYPE={ 0 : 'REG_NONE', 1 : 'REG_SZ', 2 : 'REG_EXPAND_SZ', 3 : 'REG_BINARY', 4 : 'REG_DWORD', 5 : 'REG_DWORD_BIG_ENDIAN', 6 : 'REG_LINK', 7 : 'REG_MULTI_SZ', 8 : 'REG_RESOURCE_LIST', 9 : 'REG_FULL_RESOURCE_DESCRIPTOR', 10: 'REG_RESOURCE_REQUIREMENTS_LIST', 11: 'REG_QWORD'}
|
The missing line is: def set(skey,name,value,root=HKEY_CURRENT_USER,type='auto,or REG_TYPE int',returnType=True):
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 1,704
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#coding=utf-8\ntry:\n\tif __name__.startswith('qgb.Win'):\n\t\tfrom .. import py\n\telse:\n\t\timport py\nexcept Exception as ei:\n\traise ei\n\traise EnvironmentError(__name__)\n\t\nif py.is2():\n\timport _winreg as winreg\n\tfrom _winreg import *\nelse:\n\timport winreg\n\tfrom winreg import *\n\ndef get(skey,name,root=HKEY_CURRENT_USER,returnType=True):\n\t'''\tfrom qgb.Win import reg\n\t\treg.get(r'Software\\Microsoft\\Windows\\CurrentVersion\\Internet Settings','ProxyEnable')\n\treg.get(r'HKLM\\SYSTEM\\CurrentControlSet\\Services\\LanmanServer\\Parameters\\Size' \t)\n\tThere are seven predefined root keys, traditionally named according to their constant handles defined in the Win32 API\n\tskey\u4e0d\u80fd\u5305\u542b name\uff0c\u5426\u5219 FileNotFoundError: [WinError 2] \u7cfb\u7edf\u627e\u4e0d\u5230\u6307\u5b9a\u7684\u6587\u4ef6\u3002\n\t'''\n\t\n\t\n\tr = OpenKey(root,skey)\n\tr = QueryValueEx(r,name)\n\tif returnType:return r[0],'{} : {}'.format(REG_TYPE[r[1]],r[1])\n\telse :return r[0] \n\t\n # Complete this line\n\tr = OpenKey(root,skey,0,KEY_SET_VALUE)\n\tif not py.isint(type):\n\t\tif py.isint(value):type=4\n\t\tif py.istr(value):type=1\n\t\tif py.isbyte(value):type=3 #TODO test,and add more rule\n\t\t\n\tSetValueEx(r,'ProxyEnable',0,type,value)\n\tif get(skey,name,root=root,returnType=False)==value:\n\t\treturn 'reg.set [{}] {}={} sucess!'.format(skey[-55:],name,value)\n\telse:\n\t\treturn 'reg.set [{}] {}={} Failed !'.format(skey,name,value)\n\t\t\nREG_TYPE={\t0 : 'REG_NONE',\n\t\t\t1 : 'REG_SZ',\n\t\t\t2 : 'REG_EXPAND_SZ', \n\t\t\t3 : 'REG_BINARY', \n\t\t\t4 : 'REG_DWORD', \n\t\t\t5 : 'REG_DWORD_BIG_ENDIAN', \n\t\t\t6 : 'REG_LINK', \n\t\t\t7 : 'REG_MULTI_SZ', \n\t\t\t8 : 'REG_RESOURCE_LIST', \n\t\t\t9 : 'REG_FULL_RESOURCE_DESCRIPTOR', \n\t\t\t10: 'REG_RESOURCE_REQUIREMENTS_LIST', \n\t\t\t11: 'REG_QWORD'}"}, {"role": "assistant", "content": "The missing line is:\ndef set(skey,name,value,root=HKEY_CURRENT_USER,type='auto,or REG_TYPE int',returnType=True):"}]
| false
| null | null | null |
0ec3f460313d8f825c0daad58ff5e76ef71c5401
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import unittest import paramiko from tornado.httputil import HTTPServerRequest from tests.utils import read_file, make_tests_data_path from webssh.handler import MixinHandler, IndexHandler, InvalidValueError class TestMixinHandler(unittest.TestCase): def test_get_real_client_addr(self): handler = MixinHandler() handler.request = HTTPServerRequest(uri='/') self.assertIsNone(handler.get_real_client_addr()) ip = '127.0.0.1' handler.request.headers.add('X-Real-Ip', ip) self.assertEqual(handler.get_real_client_addr(), False) handler.request.headers.add('X-Real-Port', '12345x') self.assertEqual(handler.get_real_client_addr(), False) handler.request.headers.update({'X-Real-Port': '12345'}) self.assertEqual(handler.get_real_client_addr(), (ip, 12345)) handler.request.headers.update({'X-Real-ip': None}) self.assertEqual(handler.get_real_client_addr(), False) handler.request.headers.update({'X-Real-Port': '12345x'}) self.assertEqual(handler.get_real_client_addr(), False) class TestIndexHandler(unittest.TestCase): def test_get_specific_pkey_with_plain_key(self): fname = 'test_rsa.key' cls = paramiko.RSAKey key = read_file(make_tests_data_path(fname)) pkey = IndexHandler.get_specific_pkey(cls, key, None) self.assertIsInstance(pkey, cls) pkey = IndexHandler.get_specific_pkey(cls, key, 'iginored') self.assertIsInstance(pkey, cls pkey = IndexHandler.get_specific_pkey(cls, 'x'+key, None) self.assertIsNone(pkey) def test_get_specific_pkey_with_encrypted_key(self): fname = 'test_rsa_password.key' cls = paramiko.RSAKey password = 'television' key = read_file(make_tests_data_path(fname)) pkey = IndexHandler.get_specific_pkey(cls, key, password) self.assertIsInstance(pkey, cls) pkey = IndexHandler.get_specific_pkey(cls, 'x'+key, None) self.assertIsNone(pkey) with self.assertRaises(paramiko.PasswordRequiredException): pkey = IndexHandler.get_specific_pkey(cls, key, None) def test_get_pkey_obj_with_plain_key(self): fname = 'test_ed25519.key' cls = paramiko.Ed25519Key key = read_file(make_tests_data_path(fname)) pkey = IndexHandler.get_pkey_obj(key, None, fname) self.assertIsInstance(pkey, cls) pkey = IndexHandler.get_pkey_obj(key, 'iginored', fname) self.assertIsInstance(pkey, cls) with self.assertRaises(InvalidValueError) as exc: pkey = IndexHandler.get_pkey_obj('x'+key, None, fname) self.assertIn('Invalid private key', str(exc)) ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: โข Code truncated in middle of expression - unexpected EOF โข Unclosed '(' at line 43 - expected ')' โข Block at line 9 has no indented body Fixes: โข Complete the expression on the last line โข Add closing ')' bracket โข Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 2
| 2,787
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport unittest\nimport paramiko\n\nfrom tornado.httputil import HTTPServerRequest\nfrom tests.utils import read_file, make_tests_data_path\nfrom webssh.handler import MixinHandler, IndexHandler, InvalidValueError\n\n\nclass TestMixinHandler(unittest.TestCase):\n\n def test_get_real_client_addr(self):\n handler = MixinHandler()\n handler.request = HTTPServerRequest(uri='/')\n self.assertIsNone(handler.get_real_client_addr())\n\n ip = '127.0.0.1'\n handler.request.headers.add('X-Real-Ip', ip)\n self.assertEqual(handler.get_real_client_addr(), False)\n\n handler.request.headers.add('X-Real-Port', '12345x')\n self.assertEqual(handler.get_real_client_addr(), False)\n\n handler.request.headers.update({'X-Real-Port': '12345'})\n self.assertEqual(handler.get_real_client_addr(), (ip, 12345))\n\n handler.request.headers.update({'X-Real-ip': None})\n self.assertEqual(handler.get_real_client_addr(), False)\n\n handler.request.headers.update({'X-Real-Port': '12345x'})\n self.assertEqual(handler.get_real_client_addr(), False)\n\n\nclass TestIndexHandler(unittest.TestCase):\n\n def test_get_specific_pkey_with_plain_key(self):\n\n fname = 'test_rsa.key'\n cls = paramiko.RSAKey\n key = read_file(make_tests_data_path(fname))\n pkey = IndexHandler.get_specific_pkey(cls, key, None)\n self.assertIsInstance(pkey, cls)\n pkey = IndexHandler.get_specific_pkey(cls, key, 'iginored')\n self.assertIsInstance(pkey, cls\n pkey = IndexHandler.get_specific_pkey(cls, 'x'+key, None)\n self.assertIsNone(pkey)\n\n def test_get_specific_pkey_with_encrypted_key(self):\n fname = 'test_rsa_password.key'\n cls = paramiko.RSAKey\n password = 'television'\n\n key = read_file(make_tests_data_path(fname))\n pkey = IndexHandler.get_specific_pkey(cls, key, password)\n self.assertIsInstance(pkey, cls)\n pkey = IndexHandler.get_specific_pkey(cls, 'x'+key, None)\n self.assertIsNone(pkey)\n\n with self.assertRaises(paramiko.PasswordRequiredException):\n pkey = IndexHandler.get_specific_pkey(cls, key, None)\n\n def test_get_pkey_obj_with_plain_key(self):\n fname = 'test_ed25519.key'\n cls = paramiko.Ed25519Key\n key = read_file(make_tests_data_path(fname))\n pkey = IndexHandler.get_pkey_obj(key, None, fname)\n self.assertIsInstance(pkey, cls)\n pkey = IndexHandler.get_pkey_obj(key, 'iginored', fname)\n self.assertIsInstance(pkey, cls)\n with self.assertRaises(InvalidValueError) as exc:\n pkey = IndexHandler.get_pkey_obj('x'+key, None, fname)\n self.assertIn('Invalid private key', str(exc))\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 43 - expected ')'\n \u2022 Block at line 9 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ec42be3581d1c9d5c9ab4c954473cd6061146b5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import logging from unittest import mock from unittest.mock import call from django.conf import settings from django.contrib.auth import get_user_model from django.core.signing import Signer from django.urls import reverse from django.http import Http404 from django.test import RequestFactory from braces.views import LoginRequiredMixin from django.test import override_settings from model_mommy import mommy from apps.notifications.models import Log, StatusUpdate, MemberUpdate, ReadLog, \ class LogListViewTest(TestCase): def setUp(self): self.view = LogListView() self.url_path = reverse('notification_partial_list') self.request = RequestFactory().get(self.url_path) self.user = {} self.request.user = self.user self.view_instance = self.setup_view( view=self.view, request=self.request ) member_add_log = mommy.make( _model=Log, id=8, action=settings.NOTIFICATIONS_ADD_MEMBER ) self.change_log = mommy.make( _model=Log, id=42, action=settings.NOTIFICATIONS_CHANGE_STATUS ) mommy.make(_model=StatusUpdate, log=self.change_log) mommy.make(_model=MemberUpdate, log=member_add_log) def get_view_with_get_querystring(self, param): request = RequestFactory().get( '{url}?{param}'.format(url=self.url_path, param=param) request.user = self.user return self.setup_view(view=self.view, request=request) def test_force_login(self): self.assertIsInstance(self.view_instance, LoginRequiredMixin) def test_queryset_method(self): self.assertEqual( self.view_instance.queryset_method, 'user_log_list' ) def test_queryset_method_pending(self): self.assertEqual( self.get_view_with_get_querystring('is_pending').queryset_method, 'user_pending_list' ) def test_get_paginate_by(self): self.assertEqual( self.view_instance.get_paginate_by(None), settings.NOTIFICATIONS_LIST_PAGINATE_BY ) def test_get_paginate_by_teaser(self): self.assertEqual( self.get_view_with_get_querystring('is_teaser').get_paginate_by(None), settings.NOTIFICATIONS_TEASER_PAGINATE_BY ) @mock.patch('apps.notifications.views.Log.actions.user_log_list') def test_get_queryset(self, mock_actions): self.view_instance.get_queryset() mock_actions.assert_called_once_with(user={}) @mock.patch('apps.notifications.views.Log.actions.user_pending_list') def test_get_queryset_pending(self, mock_actions): self.get_view_with_get_querystring('is_pending').get_queryset() mock_actions.assert_called_once_with(user={}) @mock.patch.object(LogListView, 'add_user_aware_data') ... [50 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: โข Code truncated in middle of expression - unexpected EOF โข Unclosed '(' at line 41 - expected ')' โข Block at line 16 has no indented body Fix: Add missing ')' bracket at line 43
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 9
| 1
| 2,962
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging\nfrom unittest import mock\nfrom unittest.mock import call\n\nfrom django.conf import settings\nfrom django.contrib.auth import get_user_model\nfrom django.core.signing import Signer\nfrom django.urls import reverse\nfrom django.http import Http404\nfrom django.test import RequestFactory\n\nfrom braces.views import LoginRequiredMixin\nfrom django.test import override_settings\nfrom model_mommy import mommy\nfrom apps.notifications.models import Log, StatusUpdate, MemberUpdate, ReadLog, \\\nclass LogListViewTest(TestCase):\n\n def setUp(self):\n self.view = LogListView()\n self.url_path = reverse('notification_partial_list')\n self.request = RequestFactory().get(self.url_path)\n self.user = {}\n self.request.user = self.user\n self.view_instance = self.setup_view(\n view=self.view, request=self.request\n )\n member_add_log = mommy.make(\n _model=Log,\n id=8,\n action=settings.NOTIFICATIONS_ADD_MEMBER\n )\n self.change_log = mommy.make(\n _model=Log,\n id=42,\n action=settings.NOTIFICATIONS_CHANGE_STATUS\n )\n mommy.make(_model=StatusUpdate, log=self.change_log)\n mommy.make(_model=MemberUpdate, log=member_add_log)\n\n def get_view_with_get_querystring(self, param):\n request = RequestFactory().get(\n '{url}?{param}'.format(url=self.url_path, param=param)\n \n request.user = self.user\n return self.setup_view(view=self.view, request=request)\n\n def test_force_login(self):\n self.assertIsInstance(self.view_instance, LoginRequiredMixin)\n\n def test_queryset_method(self):\n self.assertEqual(\n self.view_instance.queryset_method,\n 'user_log_list'\n )\n\n def test_queryset_method_pending(self):\n self.assertEqual(\n self.get_view_with_get_querystring('is_pending').queryset_method,\n 'user_pending_list'\n )\n\n def test_get_paginate_by(self):\n self.assertEqual(\n self.view_instance.get_paginate_by(None),\n settings.NOTIFICATIONS_LIST_PAGINATE_BY\n )\n\n def test_get_paginate_by_teaser(self):\n self.assertEqual(\n self.get_view_with_get_querystring('is_teaser').get_paginate_by(None),\n settings.NOTIFICATIONS_TEASER_PAGINATE_BY\n )\n\n @mock.patch('apps.notifications.views.Log.actions.user_log_list')\n def test_get_queryset(self, mock_actions):\n self.view_instance.get_queryset()\n mock_actions.assert_called_once_with(user={})\n\n @mock.patch('apps.notifications.views.Log.actions.user_pending_list')\n def test_get_queryset_pending(self, mock_actions):\n self.get_view_with_get_querystring('is_pending').get_queryset()\n mock_actions.assert_called_once_with(user={})\n\n @mock.patch.object(LogListView, 'add_user_aware_data')\n\n ... [50 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 41 - expected ')'\n \u2022 Block at line 16 has no indented body\n\n Fix: Add missing ')' bracket at line 43"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ec517fad6215e10cf8fdc40288d6f1a4376050d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- from __future__ import print_function import sys import os sys.path.insert(0, os.path.abspath('..')) from clint import resources resources.init('kennethreitz', 'clint') lorem = 'Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.' print('%s created.' % resources.user.path) resources.user.write('lorem.txt', lorem) print('lorem.txt created') assert resources.user.read('lorem.txt' == lorem print('lorem.txt has correct contents') resources.user.delete('lorem.txt') print('lorem.txt deleted') assert resources.user.read('lorem.txt') == None print('lorem.txt deletion confirmed')
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: โข Unclosed '(' at line 23 - expected ')' โข SyntaxError: '(' was never closed at line 23 Fix: Add missing ')' bracket at line 23
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,031
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nfrom __future__ import print_function\n\nimport sys\nimport os\n\nsys.path.insert(0, os.path.abspath('..'))\n\nfrom clint import resources\n\nresources.init('kennethreitz', 'clint')\n\nlorem = 'Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.'\n\n\nprint('%s created.' % resources.user.path)\n\nresources.user.write('lorem.txt', lorem)\nprint('lorem.txt created')\n\nassert resources.user.read('lorem.txt' == lorem\nprint('lorem.txt has correct contents')\n\nresources.user.delete('lorem.txt')\nprint('lorem.txt deleted')\n\nassert resources.user.read('lorem.txt') == None\nprint('lorem.txt deletion confirmed')"}, {"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 23 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 23\n\n Fix: Add missing ')' bracket at line 23"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ec65d0e2393fe675648f46032adc3e480a8ef52
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from django.conf.urls import url from django.conf import settings from django.conf.urls.static import static from . import views urlpatterns = [ url(r'^$', views.index, name='index'), url(r'^image/$', views.add_image, name='upload_image'), url(r'^profile/$', views.profile_info, name='profile'), url(r'^update/$', views.profile_update, name='update'), url(r'^comment/(?P<image_id>\d+)', views.comment, name='comment'), url(r'^search/', views.search_results, name = 'search_results'), Error: SyntaxError / EOF
|
Fixed Code: from django.conf.urls import url from django.conf import settings from django.conf.urls.static import static from . import views urlpatterns = [ url(r'^$', views.index, name='index'), url(r'^image/$', views.add_image, name='upload_image'), url(r'^profile/$', views.profile_info, name='profile'), url(r'^update/$', views.profile_update, name='update'), url(r'^comment/(?P<image_id>\d+)', views.comment, name='comment'), url(r'^search/', views.search_results, name = 'search_results'), url(r'^follow/(?P<user_id>\d+)', views.follow, name = 'follow'), url(r'^unfollow/(?P<user_id>\d+)', views.unfollow, name='unfollow'), url(r'^likes/(\d+)/$', views.like_images,name='likes') ] if settings.DEBUG: Explanation: Complete the truncated code structure
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 509
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.conf.urls import url\nfrom django.conf import settings\nfrom django.conf.urls.static import static\nfrom . import views\n\nurlpatterns = [\n url(r'^$', views.index, name='index'),\n url(r'^image/$', views.add_image, name='upload_image'),\n url(r'^profile/$', views.profile_info, name='profile'),\n url(r'^update/$', views.profile_update, name='update'),\n url(r'^comment/(?P<image_id>\\d+)', views.comment, name='comment'),\n url(r'^search/', views.search_results, name = 'search_results'),\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.conf.urls import url\nfrom django.conf import settings\nfrom django.conf.urls.static import static\nfrom . import views\n\nurlpatterns = [\n url(r'^$', views.index, name='index'),\n url(r'^image/$', views.add_image, name='upload_image'),\n url(r'^profile/$', views.profile_info, name='profile'),\n url(r'^update/$', views.profile_update, name='update'),\n url(r'^comment/(?P<image_id>\\d+)', views.comment, name='comment'),\n url(r'^search/', views.search_results, name = 'search_results'),\n url(r'^follow/(?P<user_id>\\d+)', views.follow, name = 'follow'),\n url(r'^unfollow/(?P<user_id>\\d+)', views.unfollow, name='unfollow'),\n url(r'^likes/(\\d+)/$', views.like_images,name='likes')\n]\nif settings.DEBUG:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ec667f34cc8524a0bd9453e82114220e88aef5a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import random import math from fractions import Fraction from datetime import datetime from jinja2 import Template # empty class for passing to template engine class Recipe: def __init__(self): return # returns flour percent using flour type def get_special_flour_percent(flourType: str, breadFlourPercent:int) -> int: if flourType == 'Hard Red Whole Wheat' or flourType == 'Hard White Wheat': percentages = [0,25,30,35,40,45,50] percentages = list(filter(lambda x: 100-breadFlourPercent >= x, percentages)) return random.choice(percentages) elif flourType == 'Rye' and breadFlourPercent >= 75: percentages = [0,10,15,20] percentages = list(filter(lambda x: 100-breadFlourPercent >= x, percentages)) return random.choice(percentages) else: percentages = [0,10,15,20,25.30] percentages = list(filter(lambda x: 100-breadFlourPercent
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: โข Code truncated in middle of expression - unexpected EOF โข Unclosed '(' at line 24 - expected ')' โข Unclosed '(' at line 24 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 856
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport random\nimport math\nfrom fractions import Fraction\nfrom datetime import datetime\nfrom jinja2 import Template\n\n# empty class for passing to template engine \nclass Recipe:\n\tdef __init__(self):\n\t\treturn\n\n# returns flour percent using flour type\ndef get_special_flour_percent(flourType: str, breadFlourPercent:int) -> int:\n\tif flourType == 'Hard Red Whole Wheat' or flourType == 'Hard White Wheat':\n\t\tpercentages = [0,25,30,35,40,45,50]\n\t\tpercentages = list(filter(lambda x: 100-breadFlourPercent >= x, percentages))\n\t\treturn random.choice(percentages)\n\telif flourType == 'Rye' and breadFlourPercent >= 75:\n\t\tpercentages = [0,10,15,20]\n\t\tpercentages = list(filter(lambda x: 100-breadFlourPercent >= x, percentages))\n\t\treturn random.choice(percentages)\n\telse:\n\t\tpercentages = [0,10,15,20,25.30]\n\t\tpercentages = list(filter(lambda x: 100-breadFlourPercent"}, {"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 24 - expected ')'\n \u2022 Unclosed '(' at line 24 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ec7068e816bc6b2d31f51831d9d75f6ffc1151c
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import datetime from unittest.mock import patch import dns.resolver import dns.rrset import pytest import pytz from django.utils import timezone from freezegun import freeze_time from rest_framework import status from posthog.models import Organization, OrganizationDomain, OrganizationMembership, Team from posthog.test.base import APIBaseTest, BaseTest class FakeAnswer(object): def __init__(self, answer): self.answer = answer class FakeDNSResponse(object): def __init__(self, answer): self.response = FakeAnswer(answer) class TestOrganizationDomains(BaseTest): def test_continuous_verification_task(self): """ Tests the task that re-verifies domains to ensure ownership is maintained. """ pass class TestOrganizationDomainsAPI(APIBaseTest): domain: OrganizationDomain = None # type: ignore another_domain: OrganizationDomain = None # type: ignore another_org: Organization = None # type: ignore @classmethod def setUpTestData(cls): super().setUpTestData() cls.domain = OrganizationDomain.objects.create(organization=cls.organization, domain="myposthog.com") cls.another_org = Organization.objects.create(name="Another Org") Team.objects.create(organization=cls.another_org) cls.another_domain = OrganizationDomain.objects.create(organization=cls.another_org, domain="org.posthog.net") # List & retrieve domains def test_can_list_and_retrieve_domains(self): response = self.client.get("/api/organizations/@current/domains") self.assertEqual(response.status_code, status.HTTP_200_OK response_data = response.json() self.assertEqual(response_data["count"], 1) item = response_data["results"][0] self.assertEqual(item["domain"], "myposthog.com") self.assertEqual(item["verified_at"], None) self.assertEqual(item["is_verified"], False) self.assertEqual(item["jit_provisioning_enabled"], False) self.assertEqual(item["sso_enforcement"], "") self.assertRegex(item["verification_challenge"], r"[0-9A-Za-z_-]{32}") retrieve_response = self.client.get(f"/api/organizations/{self.organization.id}/domains/{self.domain.id}") self.assertEqual(retrieve_response.status_code, status.HTTP_200_OK) self.assertEqual(retrieve_response.json(), response_data["results"][0]) ... [19 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: import datetime from unittest.mock import patch import dns.resolver import dns.rrset import pytest import pytz from django.utils import timezone from freezegun import freeze_time from rest_framework import status from posthog.models import Organization, OrganizationDomain, OrganizationMembership, Team from posthog.test.base import APIBaseTest, BaseTest class FakeAnswer(object): def __init__(self, answer): self.answer = answer Explanation: Add missing ')' bracket at line 53
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 4
| 2,466
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport datetime\nfrom unittest.mock import patch\n\nimport dns.resolver\nimport dns.rrset\nimport pytest\nimport pytz\nfrom django.utils import timezone\nfrom freezegun import freeze_time\nfrom rest_framework import status\n\nfrom posthog.models import Organization, OrganizationDomain, OrganizationMembership, Team\nfrom posthog.test.base import APIBaseTest, BaseTest\n\n\nclass FakeAnswer(object):\n def __init__(self, answer):\n self.answer = answer\n\n\nclass FakeDNSResponse(object):\n def __init__(self, answer):\n self.response = FakeAnswer(answer)\n\n\nclass TestOrganizationDomains(BaseTest):\n def test_continuous_verification_task(self):\n \"\"\"\n Tests the task that re-verifies domains to ensure ownership is maintained.\n \"\"\"\n pass\n\n\nclass TestOrganizationDomainsAPI(APIBaseTest):\n domain: OrganizationDomain = None # type: ignore\n another_domain: OrganizationDomain = None # type: ignore\n another_org: Organization = None # type: ignore\n\n @classmethod\n def setUpTestData(cls):\n super().setUpTestData()\n\n cls.domain = OrganizationDomain.objects.create(organization=cls.organization, domain=\"myposthog.com\")\n\n cls.another_org = Organization.objects.create(name=\"Another Org\")\n Team.objects.create(organization=cls.another_org)\n cls.another_domain = OrganizationDomain.objects.create(organization=cls.another_org, domain=\"org.posthog.net\")\n\n # List & retrieve domains\n\n def test_can_list_and_retrieve_domains(self):\n response = self.client.get(\"/api/organizations/@current/domains\")\n self.assertEqual(response.status_code, status.HTTP_200_OK\n response_data = response.json()\n self.assertEqual(response_data[\"count\"], 1)\n item = response_data[\"results\"][0]\n\n self.assertEqual(item[\"domain\"], \"myposthog.com\")\n self.assertEqual(item[\"verified_at\"], None)\n self.assertEqual(item[\"is_verified\"], False)\n self.assertEqual(item[\"jit_provisioning_enabled\"], False)\n self.assertEqual(item[\"sso_enforcement\"], \"\")\n self.assertRegex(item[\"verification_challenge\"], r\"[0-9A-Za-z_-]{32}\")\n\n retrieve_response = self.client.get(f\"/api/organizations/{self.organization.id}/domains/{self.domain.id}\")\n self.assertEqual(retrieve_response.status_code, status.HTTP_200_OK)\n self.assertEqual(retrieve_response.json(), response_data[\"results\"][0])\n\n\n ... [19 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport datetime\nfrom unittest.mock import patch\n\nimport dns.resolver\nimport dns.rrset\nimport pytest\nimport pytz\nfrom django.utils import timezone\nfrom freezegun import freeze_time\nfrom rest_framework import status\n\nfrom posthog.models import Organization, OrganizationDomain, OrganizationMembership, Team\nfrom posthog.test.base import APIBaseTest, BaseTest\n\n\nclass FakeAnswer(object):\n def __init__(self, answer):\n self.answer = answer\n\n\n\n Explanation: Add missing ')' bracket at line 53"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
0ec7b7a0dee386c8044a5e357cb59fce0132a0cf
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import numpy as np import tensorflow as tf from tensorflow import keras import matplotlib.pyplot as plt from os import listdir from tensorflow.keras.callbacks import ModelCheckpoint dataDir = "./data/trainSmallFA/" files = listdir(dataDir) files.sort() totalLength = len(files) inputs = np.empty((len(files), 3, 64, 64)) targets = np.empty((len(files), 3, 64, 64)) for i, file in enumerate(files): npfile = np.load(dataDir + file) d = npfile['a'] inputs[i] = d[0:3] # inx, iny, mask targets[i] = d[3:6] # p, velx, vely # print("inputs shape = ", inputs.shape) print(np.shape(targets[:, 1, :, :].flatten())) maxvel = np.amax(np.sqrt(targets[:, 1, :, :]* targets[:, 1, :, :] + targets[:, 2, :, :]* targets[:, 2, :, :])) print(maxvel) targets[:, 1:3, :, :] /= maxvel targets[:, 0, :, :] /= np.amax(targets[:, 0, :, :]) for input in inputs: plt.figure(num=None, figsize=(20, 10), dpi=80, facecolor='w', edgecolor='k') # predicted data plt.subplot(331) plt.title('x vel') plt.imshow(input[0, :, :], cmap='jet') # vmin=-100,vmax=100, cmap='jet') plt.colorbar() plt.subplot(332) plt.title('y vel') plt.imshow(input[1, :, :], cmap='jet') plt.colorbar() plt.show()
|
Code analysis results: ๐ด Errors found: Unmatched closing bracket ')' at line 34 โ ๏ธ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 24 ๐ก Suggestions: Remove debug print() at line 22 before production Remove debug print() at line 25 before production
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,248
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nimport tensorflow as tf\nfrom tensorflow import keras\nimport matplotlib.pyplot as plt\nfrom os import listdir\nfrom tensorflow.keras.callbacks import ModelCheckpoint\n\ndataDir = \"./data/trainSmallFA/\"\nfiles = listdir(dataDir)\nfiles.sort()\ntotalLength = len(files)\ninputs = np.empty((len(files), 3, 64, 64))\ntargets = np.empty((len(files), 3, 64, 64))\n\nfor i, file in enumerate(files):\n npfile = np.load(dataDir + file)\n d = npfile['a']\n inputs[i] = d[0:3] # inx, iny, mask\n targets[i] = d[3:6] # p, velx, vely\n\n# print(\"inputs shape = \", inputs.shape)\nprint(np.shape(targets[:, 1, :, :].flatten()))\nmaxvel = np.amax(np.sqrt(targets[:, 1, :, :]* targets[:, 1, :, :]\n + targets[:, 2, :, :]* targets[:, 2, :, :]))\nprint(maxvel)\ntargets[:, 1:3, :, :] /= maxvel\ntargets[:, 0, :, :] /= np.amax(targets[:, 0, :, :])\nfor input in inputs:\n plt.figure(num=None, figsize=(20, 10), dpi=80, facecolor='w', edgecolor='k')\n\n # predicted data\n plt.subplot(331)\n plt.title('x vel')\n plt.imshow(input[0, :, :], cmap='jet') # vmin=-100,vmax=100, cmap='jet')\n plt.colorbar()\n plt.subplot(332)\n plt.title('y vel')\n plt.imshow(input[1, :, :], cmap='jet')\n plt.colorbar()\n\n plt.show()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unmatched closing bracket ')' at line 34\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 24\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 22 before production\n Remove debug print() at line 25 before production"}]
| false
| null | null | null |
0ec7d9e291a15b37ad7f7b106420f6f50a25a3a0
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from pepper.framework import * from pepper import logger from pepper.language import Utterance from pepper.language.generation.thoughts_phrasing import phrase_thoughts from pepper.language.generation.reply import reply_to_question from .responder import Responder, ResponderType from pepper.language import UtteranceType from pepper.knowledge import sentences, animations from random import choice import re from typing import Optional, Union, Tuple, Callable class BrainResponder(Responder): def __init__(self): self._log = logger.getChild(self.__class__.__name__) @property def type(self): return ResponderType.Brain @property def requirements(self): return [TextToSpeechComponent, BrainComponent] def respond(self, utterance, app): # type: (Utterance, Union[TextToSpeechComponent, BrainComponent]) -> Optional[Tuple[float, Callable]] try: utterance.analyze() self._log.debug("TRIPLE: {}".format(utterance.triple)) if utterance.triple is not None: brain_response_statement = [] brain_response_question = [] if utterance.type == UtteranceType.QUESTION: brain_response_question = app.brain.query_brain(utterance) reply = reply_to_question(brain_response_question) self._log.info("REPLY to question: {}".format(reply)) else: brain_response_statement = app.brain.update(utterance, reason_types=True) # Searches for types in dbpedia reply = phrase_thoughts(brain_response_statement, True, True, True) self._log.info("REPLY to statement: {}".format(reply)) if (isinstance(reply, str) or isinstance(reply, unicode)) and reply != "": # Return Score and Response # Make sure to not execute the response here, but just to return the response function return 1.0, lambda: app.say(re.sub(r"[\s+_]", " ", reply)) elif brain_response_statement: # Thank Human for the Data! return 1.0, lambda: app.say("{} {}".format(choice([choice(sentences.THANK), choice(sentences.HAPPY)]), choice(sentences.PARSED_KNOWLEDGE)), animations.HAPPY) elif brain_response_question: # Apologize to human for not knowing return 1.0, lambda: app.say("{} {}".format(choice(sentences.SORRY), choice(sentences.NO_ANSWER)), animations.ASHAMED) except Exception as e: self._log.error(e)
|
Code analysis results: โ ๏ธ Warnings: Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 41 Unexpected indentation at line 45 ๐ก Suggestions: Add docstring to class 'BrainResponder' Line 48 too long (126 chars) - break into multiple lines Line 58 too long (122 chars) - break into multiple lines
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 4
| 1
| 2,781
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom pepper.framework import *\nfrom pepper import logger\n\nfrom pepper.language import Utterance\nfrom pepper.language.generation.thoughts_phrasing import phrase_thoughts\nfrom pepper.language.generation.reply import reply_to_question\n\nfrom .responder import Responder, ResponderType\nfrom pepper.language import UtteranceType\n\nfrom pepper.knowledge import sentences, animations\nfrom random import choice\n\nimport re\n\nfrom typing import Optional, Union, Tuple, Callable\n\n\nclass BrainResponder(Responder):\n def __init__(self):\n self._log = logger.getChild(self.__class__.__name__)\n\n @property\n def type(self):\n return ResponderType.Brain\n\n @property\n def requirements(self):\n return [TextToSpeechComponent, BrainComponent]\n\n def respond(self, utterance, app):\n # type: (Utterance, Union[TextToSpeechComponent, BrainComponent]) -> Optional[Tuple[float, Callable]]\n\n try:\n utterance.analyze()\n\n self._log.debug(\"TRIPLE: {}\".format(utterance.triple))\n\n if utterance.triple is not None:\n brain_response_statement = []\n brain_response_question = []\n\n if utterance.type == UtteranceType.QUESTION:\n brain_response_question = app.brain.query_brain(utterance)\n reply = reply_to_question(brain_response_question)\n self._log.info(\"REPLY to question: {}\".format(reply))\n else:\n brain_response_statement = app.brain.update(utterance, reason_types=True) # Searches for types in dbpedia\n reply = phrase_thoughts(brain_response_statement, True, True, True)\n self._log.info(\"REPLY to statement: {}\".format(reply))\n\n if (isinstance(reply, str) or isinstance(reply, unicode)) and reply != \"\":\n # Return Score and Response\n # Make sure to not execute the response here, but just to return the response function\n return 1.0, lambda: app.say(re.sub(r\"[\\s+_]\", \" \", reply))\n elif brain_response_statement:\n # Thank Human for the Data!\n return 1.0, lambda: app.say(\"{} {}\".format(choice([choice(sentences.THANK), choice(sentences.HAPPY)]),\n choice(sentences.PARSED_KNOWLEDGE)), animations.HAPPY)\n elif brain_response_question:\n # Apologize to human for not knowing\n return 1.0, lambda: app.say(\"{} {}\".format(choice(sentences.SORRY),\n choice(sentences.NO_ANSWER)), animations.ASHAMED)\n\n except Exception as e:\n self._log.error(e)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n Unexpected indentation at line 41\n Unexpected indentation at line 45\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'BrainResponder'\n Line 48 too long (126 chars) - break into multiple lines\n Line 58 too long (122 chars) - break into multiple lines"}]
| false
| null | null | null |
0ec8d0b22163c94b04ce1660f7662d06d776efe5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- import re from unicodedata import normalize from flask import Blueprint, render_template, current_app from flask import redirect, url_for, g, abort from sqlalchemy import desc from fedora_college.core.database import db from fedora_college.modules.content.forms import * # noqa from fedora_college.core.models import * # noqa from fedora_college.fedmsgshim import publish from flask_fas_openid import fas_login_required bundle = Blueprint('content', __name__, template_folder='templates') from fedora_college.modules.content.media import * # noqa _punct_re = re.compile(r'[\t !"#$%&\'()*\-/<=>?@\[\\\]^_`{|},.]+') # Verify if user is authenticated def authenticated(): return hasattr(g, 'fas_user') and g.fas_user # generate url slug def slugify(text, delim=u'-'): """Generates an slightly worse ASCII-only slug.""" result = [] for word in _punct_re.split(text.lower()): word = normalize('NFKD', word).encode('ascii', 'ignore') if word: result.append(word) return unicode(delim.join(result)) # attach tags to a content entry
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: โข Unterminated string literal at line 18 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
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Pythoncode:Python
| 5
| 0
| 1,112
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport re\nfrom unicodedata import normalize\nfrom flask import Blueprint, render_template, current_app\nfrom flask import redirect, url_for, g, abort\nfrom sqlalchemy import desc\nfrom fedora_college.core.database import db\nfrom fedora_college.modules.content.forms import * # noqa\nfrom fedora_college.core.models import * # noqa\nfrom fedora_college.fedmsgshim import publish\nfrom flask_fas_openid import fas_login_required\n\nbundle = Blueprint('content', __name__, template_folder='templates')\n\nfrom fedora_college.modules.content.media import * # noqa\n\n\n_punct_re = re.compile(r'[\\t !\"#$%&\\'()*\\-/<=>?@\\[\\\\\\]^_`{|},.]+')\n\n# Verify if user is authenticated\n\n\ndef authenticated():\n return hasattr(g, 'fas_user') and g.fas_user\n\n# generate url slug\n\n\ndef slugify(text, delim=u'-'):\n \"\"\"Generates an slightly worse ASCII-only slug.\"\"\"\n result = []\n for word in _punct_re.split(text.lower()):\n word = normalize('NFKD', word).encode('ascii', 'ignore')\n if word:\n result.append(word)\n return unicode(delim.join(result))\n\n# attach tags to a content entry"}, {"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\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ec932467a0e10a4a3b540d34642f573915937be
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code:
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error
|
beginner
|
general
|
error_detection
|
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: UNKNOWN\n Error: Unknown error"}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
0ecb2c7a8dccded4280171cf1a9314223cfca421
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # ------------------------------------------------------------------------------ # Copyright (c) NKU # Licensed under the MIT License. # Written by Xuanyi Li (xuanyili.edu@gmail.com) # ------------------------------------------------------------------------------ import os import torch import torch.nn.functional as F #import cv2 as cv import numpy as np def GERF_loss(GT, pred, args): # mask = (GT < args.maxdisp) & (GT >= 0) mask = GT > 0 mask.detach_() # print(mask.size(), GT.size(), pred.size()) count = len(torch.nonzero(mask)) # print(count) if count == 0: count = 1 return torch.sum(torch.sqrt(torch.pow(GT[mask] - pred[mask], 2) + 4) /2 - 1) / count def smooth_L1_loss(GT, pred, args): mask = GT < args.maxdisp mask.detach_() # loss = F.smooth_l1_loss(pred[mask], GT[mask], size_average=True) loss = (pred[mask] - GT[mask]).abs().mean() return loss if __name__ == '__main__': pass # import matplotlib.pyplot as plt # image = cv.imread('/media/lxy/sdd1/ActiveStereoNet/StereoNet_pytorch/results/forvideo/iter-122.jpg') #im_gray = cv.imread('/media/lxy/sdd1/ActiveStereoNet/StereoNet_pytorch/results/forvideo/iter-133.jpg', cv.IMREAD_GRAYSCALE) # print(im_gray.shape) #im_color = cv.applyColorMap(im_gray*2, cv.COLORMAP_JET) # cv.imshow('test', im_color) # cv.waitKey(0) #cv.imwrite('test.png',im_color) # print(image.shape) # plt.figure('Image') # sc =plt.imshow(image) # sc.set_cmap('hsv') # plt.colorbar() # plt.axis('off') # plt.show() # print('end') # image[:,:,0].save('/media/lxy/sdd1/ActiveStereoNet/StereoNet_pytorch/results/pretrained_StereoNet_single/it1er-151.jpg')
|
Code analysis results: ๐ด Errors found: Block at line 22 has no indented body Block at line 32 has no indented body โ ๏ธ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 ๐ก Suggestions: Add docstring to function 'GERF_loss' Add docstring to function 'smooth_L1_loss' Line 38 too long (128 chars) - break into multiple lines
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intermediate
|
testing
|
debugging
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Pythoncode:Python
| 2
| 0
| 1,726
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# ------------------------------------------------------------------------------\n# Copyright (c) NKU\n# Licensed under the MIT License.\n# Written by Xuanyi Li (xuanyili.edu@gmail.com)\n# ------------------------------------------------------------------------------\nimport os\nimport torch\nimport torch.nn.functional as F\n#import cv2 as cv\nimport numpy as np\ndef GERF_loss(GT, pred, args):\n # mask = (GT < args.maxdisp) & (GT >= 0)\n mask = GT > 0 \n mask.detach_()\n # print(mask.size(), GT.size(), pred.size())\n count = len(torch.nonzero(mask))\n # print(count)\n if count == 0:\n count = 1\n return torch.sum(torch.sqrt(torch.pow(GT[mask] - pred[mask], 2) + 4) /2 - 1) / count\n\ndef smooth_L1_loss(GT, pred, args):\n\n mask = GT < args.maxdisp\n mask.detach_()\n # loss = F.smooth_l1_loss(pred[mask], GT[mask], size_average=True)\n loss = (pred[mask] - GT[mask]).abs().mean()\n return loss\n\n\n\nif __name__ == '__main__':\n\n pass\n # import matplotlib.pyplot as plt\n # image = cv.imread('/media/lxy/sdd1/ActiveStereoNet/StereoNet_pytorch/results/forvideo/iter-122.jpg')\n\n #im_gray = cv.imread('/media/lxy/sdd1/ActiveStereoNet/StereoNet_pytorch/results/forvideo/iter-133.jpg', cv.IMREAD_GRAYSCALE)\n # print(im_gray.shape)\n #im_color = cv.applyColorMap(im_gray*2, cv.COLORMAP_JET)\n # cv.imshow('test', im_color)\n # cv.waitKey(0)\n #cv.imwrite('test.png',im_color)\n # print(image.shape)\n # plt.figure('Image')\n # sc =plt.imshow(image)\n # sc.set_cmap('hsv')\n # plt.colorbar()\n # plt.axis('off')\n # plt.show()\n # print('end')\n # image[:,:,0].save('/media/lxy/sdd1/ActiveStereoNet/StereoNet_pytorch/results/pretrained_StereoNet_single/it1er-151.jpg')"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 22 has no indented body\n Block at line 32 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'GERF_loss'\n Add docstring to function 'smooth_L1_loss'\n Line 38 too long (128 chars) - break into multiple lines"}]
| false
| null | null | null |
0ecb9ff079e3fe67fcf620b3218ea8892b9b9c1c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from aiohttp import web import base64 import io import face_recognition async def encode(request): request_data = await request.json() # Read base64 encoded image url = request_data['image'].split(',')[1] image = io.BytesIO(base64.b64decode(url)) # Load image data np_array = face_recognition.load_image_file(image) # Find face locations locations = face_recognition.face_locations(np_array) # Create face encodings encodings = face_recognition.face_encodings(np_array, locations) results = [] for i in range(len(locations)): top, right, bottom, left = locations[i] result = { 'x': left, 'y': top, 'width': right - left, 'height': bottom - top, 'encodings': encodings[i].tolist() } results.append(result) return web.json_response(results) def main(): app = web.Application() app.router.add_post('/encode', encode) web.run_app(app, host='0.0.0.0', port='3000') main()
|
Code analysis results: โ ๏ธ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 17
|
intermediate
|
api
|
debugging
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Pythoncode:Python
| 1
| 0
| 1,036
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom aiohttp import web\nimport base64\nimport io\nimport face_recognition\n\nasync def encode(request):\n request_data = await request.json()\n\n # Read base64 encoded image\n url = request_data['image'].split(',')[1]\n image = io.BytesIO(base64.b64decode(url))\n\n # Load image data\n np_array = face_recognition.load_image_file(image)\n\n # Find face locations\n locations = face_recognition.face_locations(np_array)\n\n # Create face encodings\n encodings = face_recognition.face_encodings(np_array, locations)\n\n results = []\n\n for i in range(len(locations)):\n top, right, bottom, left = locations[i]\n\n result = {\n 'x': left,\n 'y': top,\n 'width': right - left,\n 'height': bottom - top,\n 'encodings': encodings[i].tolist()\n }\n\n results.append(result)\n\n return web.json_response(results)\n\ndef main():\n app = web.Application()\n app.router.add_post('/encode', encode)\n\n web.run_app(app, host='0.0.0.0', port='3000')\n\nmain()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 17"}]
| false
| null | null | null |
0ecc375d6cf3b58f62ba3d07d23244af90a9b759
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # ~~~ # This file is part of the paper: # # " An Online Efficient Two-Scale Reduced Basis Approach # for the Localized Orthogonal Decomposition " # # https://github.com/TiKeil/Two-scale-RBLOD.git # # Copyright 2019-2021 all developers. All rights reserved. # License: Licensed as BSD 2-Clause License (http://opensource.org/licenses/BSD-2-Clause) # Authors: # Stephan Rave # Tim Keil # ~~~ from setuptools import setup setup(name='rblod', version='2021.1', description='Pymor support for RBLOD', author='Tim Keil', author_email='tim.keil@wwu.de', license='MIT', packages=['rblod'])
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 657
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# ~~~\n# This file is part of the paper:\n#\n# \" An Online Efficient Two-Scale Reduced Basis Approach\n# for the Localized Orthogonal Decomposition \"\n#\n# https://github.com/TiKeil/Two-scale-RBLOD.git\n#\n# Copyright 2019-2021 all developers. All rights reserved.\n# License: Licensed as BSD 2-Clause License (http://opensource.org/licenses/BSD-2-Clause)\n# Authors:\n# Stephan Rave \n# Tim Keil \n# ~~~\n\nfrom setuptools import setup\n\nsetup(name='rblod',\n version='2021.1',\n description='Pymor support for RBLOD',\n author='Tim Keil',\n author_email='tim.keil@wwu.de',\n license='MIT',\n packages=['rblod'])"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ecd026a7b7cddee19fb7d65983aadf807f4917d
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import shutil import numpy as np import pandas as pd import seaborn as sns import cosmicfish as cf import matplotlib.pyplot as plt import dill # Instruct pyplot to use seaborn
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 664
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os \nimport shutil \nimport numpy as np \nimport pandas as pd \nimport seaborn as sns \nimport cosmicfish as cf \nimport matplotlib.pyplot as plt \nimport dill \n\n# Instruct pyplot to use seaborn"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ecdf401d5b3926e749aa892bfa6a87de7f72b30
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os if __name__ == "__main__": dims = ["32", "64", "128", "256", "512", "1024", "2048"] for dim in dims: os.system( f"perf stat -e r11 -x, -r 10 ../matmul.out ../data/mat-A-{dim}.txt ../data/mat-B-{dim}.txt ./out/out-{dim}.txt 2>>res_arm.csv" ) print(f"Finished {dim}") print("Finished.")
|
Code Review: โ ๏ธ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 โจ Improvements: Line 8 too long (138 chars) - break into multiple lines Remove debug print() at line 11 before production Remove debug print() at line 13 before production
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intermediate
|
machine_learning
|
code_review
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Pythoncode:Python
| 0
| 0
| 346
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\n\nif __name__ == \"__main__\":\n dims = [\"32\", \"64\", \"128\", \"256\", \"512\", \"1024\", \"2048\"]\n\n for dim in dims:\n os.system(\n f\"perf stat -e r11 -x, -r 10 ../matmul.out ../data/mat-A-{dim}.txt ../data/mat-B-{dim}.txt ./out/out-{dim}.txt 2>>res_arm.csv\"\n )\n\n print(f\"Finished {dim}\")\n\n print(\"Finished.\")"}, {"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\n\u2728 Improvements:\n Line 8 too long (138 chars) - break into multiple lines\n Remove debug print() at line 11 before production\n Remove debug print() at line 13 before production"}]
| false
| null | null | null |
0ece61d6db781e687c9a0cc4ff7c881e2a9a0b06
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # coding: utf-8 # Copyright (c) 2016, 2021, Oracle and/or its affiliates. All rights reserved. # This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license. from oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401 from oci.decorators import init_model_state_from_kwargs class QueryResultRowTypeSummary(object): """ A summary of the datatype, unit and related metadata of an individual row element of a query result row that is returned. """ def __init__(self, **kwargs): """ Initializes a new QueryResultRowTypeSummary object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class): :param data_type: The value to assign to the data_type property of this QueryResultRowTypeSummary. :type data_type: str :param unit: The value to assign to the unit property of this QueryResultRowTypeSummary. :type unit: str :param display_name: The value to assign to the display_name property of this QueryResultRowTypeSummary. :type display_name: str :param expression: The value to assign to the expression property of this QueryResultRowTypeSummary. :type expression: str :param query_result_row_type_summaries: The value to assign to the query_result_row_type_summaries property of this QueryResultRowTypeSummary. :type query_result_row_type_summaries: list[oci.apm_traces.models.QueryResultRowTypeSummary] """ self.swagger_types = { 'data_type': 'str', 'unit': 'str', 'display_name': 'str', 'expression': 'str', 'query_result_row_type_summaries': 'list[QueryResultRowTypeSummary]' } self.attribute_map = { 'data_type': 'dataType', 'unit': 'unit', 'display_name': 'displayName', 'expression': 'expression', 'query_result_row_type_summaries': 'queryResultRowTypeSummaries' } self._data_type = None self._unit = None self._display_name = None self._expression = None self._query_result_row_type_summaries = None @property def data_type(self): """ Gets the data_type of this QueryResultRowTypeSummary. Datatype of the query result row element. :return: The data_type of this QueryResultRowTypeSummary. :rtype: str """ return self._data_type @data_type.setter ... [12 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
api
|
refactoring
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Pythoncode:Python
| 2
| 1
| 2,872
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) 2016, 2021, Oracle and/or its affiliates. All rights reserved.\n# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.\n\n\nfrom oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401\nfrom oci.decorators import init_model_state_from_kwargs\n\n\nclass QueryResultRowTypeSummary(object):\n \"\"\"\n A summary of the datatype, unit and related metadata of an individual row element of a query result row that is returned.\n \"\"\"\n\n def __init__(self, **kwargs):\n \"\"\"\n Initializes a new QueryResultRowTypeSummary object with values from keyword arguments.\n The following keyword arguments are supported (corresponding to the getters/setters of this class):\n\n :param data_type:\n The value to assign to the data_type property of this QueryResultRowTypeSummary.\n :type data_type: str\n\n :param unit:\n The value to assign to the unit property of this QueryResultRowTypeSummary.\n :type unit: str\n\n :param display_name:\n The value to assign to the display_name property of this QueryResultRowTypeSummary.\n :type display_name: str\n\n :param expression:\n The value to assign to the expression property of this QueryResultRowTypeSummary.\n :type expression: str\n\n :param query_result_row_type_summaries:\n The value to assign to the query_result_row_type_summaries property of this QueryResultRowTypeSummary.\n :type query_result_row_type_summaries: list[oci.apm_traces.models.QueryResultRowTypeSummary]\n\n \"\"\"\n self.swagger_types = {\n 'data_type': 'str',\n 'unit': 'str',\n 'display_name': 'str',\n 'expression': 'str',\n 'query_result_row_type_summaries': 'list[QueryResultRowTypeSummary]'\n }\n\n self.attribute_map = {\n 'data_type': 'dataType',\n 'unit': 'unit',\n 'display_name': 'displayName',\n 'expression': 'expression',\n 'query_result_row_type_summaries': 'queryResultRowTypeSummaries'\n }\n\n self._data_type = None\n self._unit = None\n self._display_name = None\n self._expression = None\n self._query_result_row_type_summaries = None\n\n @property\n def data_type(self):\n \"\"\"\n Gets the data_type of this QueryResultRowTypeSummary.\n Datatype of the query result row element.\n\n\n :return: The data_type of this QueryResultRowTypeSummary.\n :rtype: str\n \"\"\"\n return self._data_type\n\n @data_type.setter\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ecedb23d891d612188b09f34a36b454a3d85a93
|
TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Copyright (c) 2022, salesforce.com, inc. # All rights reserved. # SPDX-License-Identifier: BSD-3-Clause # For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause import os import re import time import random import argparse import torch from transformers import GPT2TokenizerFast from jaxformer.hf.codegen.modeling_codegen import CodeGenForCausalLM ######################################################################## # util class print_time: def __init__(self, desc): self.desc = desc def __enter__(self): print(self.desc) self.t = time.time() def __exit__(self, type, value, traceback): print(f'{self.desc} took {time.time()-self.t:.02f}s') def set_env(): os.environ['TOKENIZERS_PARALLELISM'] = 'false' def set_seed(seed, deterministic=True): random.seed(seed) os.environ['PYTHONHASHSEED'] = str(seed) torch.manual_seed(seed) if torch.cuda.is_available(): torch.cuda.manual_seed(seed) torch.backends.cudnn.deterministic = deterministic torch.backends.cudnn.benchmark = not deterministic # torch.use_deterministic_algorithms(deterministic) def cast(model, fp16=True): if fp16: model.half() return model ######################################################################## # model def create_model(ckpt, fp16=True): if fp16: return CodeGenForCausalLM.from_pretrained(ckpt, revision='float16', torch_dtype=torch.float16, low_cpu_mem_usage=True) else: return CodeGenForCausalLM.from_pretrained(ckpt) def create_tokenizer(): t = GPT2TokenizerFast.from_pretrained('gpt2') t.max_model_input_sizes['gpt2'] = 1e20 return t def include_whitespace(t, n_min=2, n_max=20, as_special_tokens=False): t.add_tokens([' ' * n for n in reversed(range(n_min, n_max))], special_tokens=as_special_tokens) return t def include_tabs(t, n_min=2, n_max=20, as_special_tokens=False): t.add_tokens(['\t' * n for n in reversed(range(n_min, n_max))], special_tokens=as_special_tokens) return t def create_custom_gpt2_tokenizer(): t = create_tokenizer() t = include_whitespace(t=t, n_min=2, n_max=32, as_special_tokens=False) t = include_tabs(t=t, n_min=2, n_max=10, as_special_tokens=False) return t ######################################################################## # sample ... [5 more functiondefs truncated] ...
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Code analysis results: ๐ด Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 95: ... [5 more functiondefs truncated] ... โ ๏ธ Warnings: Unexpected indentation at line 29 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 ๐ก Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
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api
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debugging
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Pythoncode:Python
| 11
| 1
| 2,475
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2022, salesforce.com, inc.\n# All rights reserved.\n# SPDX-License-Identifier: BSD-3-Clause\n# For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause\n\nimport os\nimport re\nimport time\nimport random\nimport argparse\n\nimport torch\n\nfrom transformers import GPT2TokenizerFast\nfrom jaxformer.hf.codegen.modeling_codegen import CodeGenForCausalLM\n\n\n\n########################################################################\n# util\n\n\nclass print_time:\n def __init__(self, desc):\n self.desc = desc\n\n def __enter__(self):\n print(self.desc)\n self.t = time.time()\n\n def __exit__(self, type, value, traceback):\n print(f'{self.desc} took {time.time()-self.t:.02f}s')\n\n\ndef set_env():\n os.environ['TOKENIZERS_PARALLELISM'] = 'false'\n\n\ndef set_seed(seed, deterministic=True):\n random.seed(seed)\n os.environ['PYTHONHASHSEED'] = str(seed)\n torch.manual_seed(seed)\n if torch.cuda.is_available():\n torch.cuda.manual_seed(seed)\n torch.backends.cudnn.deterministic = deterministic\n torch.backends.cudnn.benchmark = not deterministic\n # torch.use_deterministic_algorithms(deterministic)\n\n\ndef cast(model, fp16=True):\n if fp16:\n model.half()\n return model\n\n\n\n########################################################################\n# model\n\n\ndef create_model(ckpt, fp16=True):\n if fp16:\n return CodeGenForCausalLM.from_pretrained(ckpt, revision='float16', torch_dtype=torch.float16, low_cpu_mem_usage=True)\n else:\n return CodeGenForCausalLM.from_pretrained(ckpt)\n\n\ndef create_tokenizer():\n t = GPT2TokenizerFast.from_pretrained('gpt2')\n t.max_model_input_sizes['gpt2'] = 1e20\n return t\n\n\ndef include_whitespace(t, n_min=2, n_max=20, as_special_tokens=False):\n t.add_tokens([' ' * n for n in reversed(range(n_min, n_max))], special_tokens=as_special_tokens)\n return t\n\n\ndef include_tabs(t, n_min=2, n_max=20, as_special_tokens=False):\n t.add_tokens(['\\t' * n for n in reversed(range(n_min, n_max))], special_tokens=as_special_tokens)\n return t\n\n\ndef create_custom_gpt2_tokenizer():\n t = create_tokenizer()\n t = include_whitespace(t=t, n_min=2, n_max=32, as_special_tokens=False)\n t = include_tabs(t=t, n_min=2, n_max=10, as_special_tokens=False)\n return t\n\n\n########################################################################\n# sample\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 Invalid syntax at line 95: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 29\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
0ecf9572bf4b2d6c4df42c5a6542407de0db8c29
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: import unittest from services import RoverRunnerService from tests.test_environment.marses import small_mars_with_one_rover_empty_commands from tests.test_environment import mocks as m from data_objects import Rover class TestRoverRunnerService(unittest.TestCase): def test_rover_runner_moves_rover_forward(self): grid = small_mars_with_one_rover_empty_commands.grid rover = small_mars_with_one_rover_empty_commands.rover_setups[0].rover tss = m.get_mocked_turn_command_selector_turn_left_from_north_command_only() mss = m.get_mocked_move_command_selector_north_command_only() rrs = RoverRunnerService(grid, rover, mss, tss) final_pos = rrs.run(['M']) self.assertEqual(Rover(0, 1, 'N'), final_pos) def test_rover_runner_turns_rover_left(self): grid = small_mars_with_one_rover_empty_commands.grid rover = small_mars_with_one_rover_empty_commands.rover_setups[0].rover tss = m.get_mocked_turn_command_selector_turn_left_from_north_command_only() mss = m.get_mocked_move_command_selector_north_command_only() rrs = RoverRunnerService(grid, rover, mss, tss) final_pos = rrs.run(['L']) self.assertEqual(Rover(0, 0, 'W'), final_pos) def test_rover_runner_turns_rover_right(self): grid = small_mars_with_one_rover_empty_commands.grid rover = small_mars_with_one_rover_empty_commands.rover_setups[0.rover tss = m.get_mocked_turn_command_selector_turn_right_from_north_command_only() mss = m.get_mocked_move_command_selector_north_command_only() rrs = RoverRunnerService(grid, rover, mss, tss) final_pos = rrs.run(['R']) self.assertEqual(Rover(0, 0, 'E'), final_pos) def test_rover_runner_goes_off_gird_east(self): grid = small_mars_with_one_rover_empty_commands.grid rover = Rover(1, 1, "E") tss = m.get_mocked_turn_command_selector_turn_right_from_north_command_only() mss = m.get_mocked_move_command_selector_east_command_only() rrs = RoverRunnerService(grid, rover, mss, tss) self.assertRaises(ValueError, rrs.run, ['M']) def test_rover_runner_goes_off_gird_north(self): grid = small_mars_with_one_rover_empty_commands.grid rover = Rover(1, 1, "N") tss = m.get_mocked_turn_command_selector_turn_right_from_north_command_only() mss = m.get_mocked_move_command_selector_north_command_only() rrs = RoverRunnerService(grid, rover, mss, tss) self.assertRaises(ValueError, rrs.run, ['M']) ... [4 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
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Fixed Code: import unittest from services import RoverRunnerService from tests.test_environment.marses import small_mars_with_one_rover_empty_commands from tests.test_environment import mocks as m from data_objects import Rover class TestRoverRunnerService(unittest.TestCase): def test_rover_runner_moves_rover_forward(self): grid = small_mars_with_one_rover_empty_commands.grid rover = small_mars_with_one_rover_empty_commands.rover_setups[0].rover tss = m.get_mocked_turn_command_selector_turn_left_from_north_command_only() mss = m.get_mocked_move_command_selector_north_command_only() rrs = RoverRunnerService(grid, rover, mss, tss) final_pos = rrs.run(['M']) self.assertEqual(Rover(0, 1, 'N'), final_pos) def test_rover_runner_turns_rover_left(self): grid = small_mars_with_one_rover_empty_commands.grid Explanation: Add missing ']' bracket at line 30
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advanced
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testing
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error_fixing
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Pythoncode:Python
| 5
| 1
| 2,618
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport unittest\nfrom services import RoverRunnerService\nfrom tests.test_environment.marses import small_mars_with_one_rover_empty_commands\nfrom tests.test_environment import mocks as m\nfrom data_objects import Rover\n\n\nclass TestRoverRunnerService(unittest.TestCase):\n\n def test_rover_runner_moves_rover_forward(self):\n grid = small_mars_with_one_rover_empty_commands.grid\n rover = small_mars_with_one_rover_empty_commands.rover_setups[0].rover\n tss = m.get_mocked_turn_command_selector_turn_left_from_north_command_only()\n mss = m.get_mocked_move_command_selector_north_command_only()\n rrs = RoverRunnerService(grid, rover, mss, tss)\n final_pos = rrs.run(['M'])\n self.assertEqual(Rover(0, 1, 'N'), final_pos)\n\n def test_rover_runner_turns_rover_left(self):\n grid = small_mars_with_one_rover_empty_commands.grid\n rover = small_mars_with_one_rover_empty_commands.rover_setups[0].rover\n tss = m.get_mocked_turn_command_selector_turn_left_from_north_command_only()\n mss = m.get_mocked_move_command_selector_north_command_only()\n rrs = RoverRunnerService(grid, rover, mss, tss)\n final_pos = rrs.run(['L'])\n self.assertEqual(Rover(0, 0, 'W'), final_pos)\n\n def test_rover_runner_turns_rover_right(self):\n grid = small_mars_with_one_rover_empty_commands.grid\n rover = small_mars_with_one_rover_empty_commands.rover_setups[0.rover\n tss = m.get_mocked_turn_command_selector_turn_right_from_north_command_only()\n mss = m.get_mocked_move_command_selector_north_command_only()\n rrs = RoverRunnerService(grid, rover, mss, tss)\n final_pos = rrs.run(['R'])\n self.assertEqual(Rover(0, 0, 'E'), final_pos)\n\n def test_rover_runner_goes_off_gird_east(self):\n grid = small_mars_with_one_rover_empty_commands.grid\n rover = Rover(1, 1, \"E\")\n tss = m.get_mocked_turn_command_selector_turn_right_from_north_command_only()\n mss = m.get_mocked_move_command_selector_east_command_only()\n rrs = RoverRunnerService(grid, rover, mss, tss)\n self.assertRaises(ValueError, rrs.run, ['M'])\n\n def test_rover_runner_goes_off_gird_north(self):\n grid = small_mars_with_one_rover_empty_commands.grid\n rover = Rover(1, 1, \"N\")\n tss = m.get_mocked_turn_command_selector_turn_right_from_north_command_only()\n mss = m.get_mocked_move_command_selector_north_command_only()\n rrs = RoverRunnerService(grid, rover, mss, tss)\n self.assertRaises(ValueError, rrs.run, ['M'])\n\n\n ... [4 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport unittest\nfrom services import RoverRunnerService\nfrom tests.test_environment.marses import small_mars_with_one_rover_empty_commands\nfrom tests.test_environment import mocks as m\nfrom data_objects import Rover\n\n\nclass TestRoverRunnerService(unittest.TestCase):\n\n def test_rover_runner_moves_rover_forward(self):\n grid = small_mars_with_one_rover_empty_commands.grid\n rover = small_mars_with_one_rover_empty_commands.rover_setups[0].rover\n tss = m.get_mocked_turn_command_selector_turn_left_from_north_command_only()\n mss = m.get_mocked_move_command_selector_north_command_only()\n rrs = RoverRunnerService(grid, rover, mss, tss)\n final_pos = rrs.run(['M'])\n self.assertEqual(Rover(0, 1, 'N'), final_pos)\n\n def test_rover_runner_turns_rover_left(self):\n grid = small_mars_with_one_rover_empty_commands.grid\n\n Explanation: Add missing ']' bracket at line 30"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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0ecfc00a422b2dc3bba9eb71d7782113b804c267
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import argparse import warnings def RotationDataLoader(image_dir, is_validation=False, batch_size=256, crop_size=224, num_workers=4,shuffle=True): normalize = tfs.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]) transforms = tfs.Compose([ tfs.RandomResizedCrop(crop_size), tfs.RandomGrayscale(p=0.2), tfs.ColorJitter(0.4, 0.4, 0.4, 0.4), tfs.RandomHorizontalFlip(), tfs.Lambda(lambda img: torch.stack([normalize(tfs.ToTensor()( tfs.functional.rotate(img, angle))) for angle in [0, 90, 180, 270]] )) ]) if is_validation:
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: โข Block at line 4 has no indented body โข IndentationError at line 17 Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 2
| 1
| 833
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport argparse\nimport warnings\ndef RotationDataLoader(image_dir, is_validation=False,\n batch_size=256, crop_size=224, num_workers=4,shuffle=True):\n\n normalize = tfs.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])\n transforms = tfs.Compose([\n tfs.RandomResizedCrop(crop_size),\n tfs.RandomGrayscale(p=0.2),\n tfs.ColorJitter(0.4, 0.4, 0.4, 0.4),\n tfs.RandomHorizontalFlip(),\n tfs.Lambda(lambda img: torch.stack([normalize(tfs.ToTensor()(\n tfs.functional.rotate(img, angle))) for angle in [0, 90, 180, 270]]\n ))\n ])\n if is_validation:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 4 has no indented body\n \u2022 IndentationError at line 17\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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0ed02b6b55177c4481e9ea0e870de71a75e2629f
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- from tests import HangulizeTestCase from hangulize.langs.vie import Vietnamese class VietnameseTestCase(HangulizeTestCase): """ http://korean.go.kr/09_new/dic/rule/rule_foreign_0218.jsp """ lang = Vietnamese() def test_1st(self): """์ 1ํญ nh๋ ์ด์ด์ง๋ ๋ชจ์๊ณผ ํฉ์ณ์ ํ ์์ ๋ก ์ ๋๋ค. ์ด๋ง์ด๋ ์์ ์์์๋ ๋ฐ์นจ โใด' ์ผ๋ก ์ ๋, ๊ทธ ์์ ๋ชจ์์ด a์ธ ๊ฒฝ์ฐ์๋ a์ ํฉ์ณ โ์์ธ'์ผ๋ก ์ ๋๋ค. """ self.assert_examples({ # u'Nha Trang': u'๋์งฑ', # u'Hรด Chi Minh': u'ํธ์ฐ๋ฏผ', # u'Thanh Hoa': u'ํ์ธํธ์', # u'ฤรดng Khanh': u'๋์นด์ธ', }) def test_2nd(self): """์ 2ํญ qu๋ ์ด์ด์ง๋ ๋ชจ์์ด a์ผ ๊ฒฝ์ฐ์๋ ํฉ์ณ์ โ๊ฝ'๋ก ์ ๋๋ค. """ self.assert_examples({ 'Quang': '๊ฝ', # u'hat quan ho': u'ํซ๊ฝํธ', 'Quรดc': '๊พธ์ฅ', 'Quyรชn': '๊พธ์', }) def test_3rd(self): """์ 3ํญ y๋ ๋ค๋ฐ๋ฅด๋ ๋ชจ์๊ณผ ํฉ์ณ์ ํ ์์ ๋ก ์ ๋๋ค. """ self.assert_examples({ 'yรชn': '์', 'Nguyรชn': '์์ฐ์', }) def test_4th(self): """์ 4ํญ ์ด์ค์ l์ด ๋ชจ์ ์์ ์ฌ ๋์๋ โในใน'๋ก ์ ๋๋ค. ๋ค๋ง, ์ธ๋ช
์ ์ฑ๊ณผ ์ด๋ฆ์ ๋ณ๊ฐ์ ๋จ์ด๋ก ๋ณด์ ์ด ๊ท์น์ ์ ์ฉํ์ง ์๋๋ค. """ self.assert_examples({ # u'klรดng put': u'๋๋กฑ์ซ', 'Pleiku': '์ ๋์ด๊พธ', # u'Ha Long': u'ํ ๋กฑ', # u'My Lay': u'๋ฐ๋ผ์ด', })
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
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refactoring
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Pythoncode:Python
| 4
| 1
| 1,341
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom tests import HangulizeTestCase\nfrom hangulize.langs.vie import Vietnamese\n\n\nclass VietnameseTestCase(HangulizeTestCase):\n \"\"\" http://korean.go.kr/09_new/dic/rule/rule_foreign_0218.jsp \"\"\"\n\n lang = Vietnamese()\n\n def test_1st(self):\n \"\"\"\uc81c1\ud56d\n nh\ub294 \uc774\uc5b4\uc9c0\ub294 \ubaa8\uc74c\uacfc \ud569\uccd0\uc11c \ud55c \uc74c\uc808\ub85c \uc801\ub294\ub2e4. \uc5b4\ub9d0\uc774\ub098 \uc790\uc74c \uc55e\uc5d0\uc11c\ub294\n \ubc1b\uce68 \u2018\u3134' \uc73c\ub85c \uc801\ub418, \uadf8 \uc55e\uc758 \ubaa8\uc74c\uc774 a\uc778 \uacbd\uc6b0\uc5d0\ub294 a\uc640 \ud569\uccd0 \u2018\uc544\uc778'\uc73c\ub85c\n \uc801\ub294\ub2e4.\n \"\"\"\n self.assert_examples({\n # u'Nha Trang': u'\ub0d0\uc9f1',\n # u'H\u00f4 Chi Minh': u'\ud638\ucc0c\ubbfc',\n # u'Thanh Hoa': u'\ud0c0\uc778\ud638\uc544',\n # u'\u0110\u00f4ng Khanh': u'\ub3d9\uce74\uc778',\n })\n\n def test_2nd(self):\n \"\"\"\uc81c2\ud56d\n qu\ub294 \uc774\uc5b4\uc9c0\ub294 \ubaa8\uc74c\uc774 a\uc77c \uacbd\uc6b0\uc5d0\ub294 \ud569\uccd0\uc11c \u2018\uaf48'\ub85c \uc801\ub294\ub2e4.\n \"\"\"\n self.assert_examples({\n 'Quang': '\uaf5d',\n # u'hat quan ho': u'\ud56b\uaf4c\ud638',\n 'Qu\u00f4c': '\uafb8\uc625',\n 'Quy\u00ean': '\uafb8\uc60c',\n })\n\n def test_3rd(self):\n \"\"\"\uc81c3\ud56d\n y\ub294 \ub4a4\ub530\ub974\ub294 \ubaa8\uc74c\uacfc \ud569\uccd0\uc11c \ud55c \uc74c\uc808\ub85c \uc801\ub294\ub2e4.\n \"\"\"\n self.assert_examples({\n 'y\u00ean': '\uc60c',\n 'Nguy\u00ean': '\uc751\uc6b0\uc60c',\n })\n\n def test_4th(self):\n \"\"\"\uc81c4\ud56d\n \uc5b4\uc911\uc758 l\uc774 \ubaa8\uc74c \uc55e\uc5d0 \uc62c \ub54c\uc5d0\ub294 \u2018\u3139\u3139'\ub85c \uc801\ub294\ub2e4.\n \ub2e4\ub9cc, \uc778\uba85\uc758 \uc131\uacfc \uc774\ub984\uc740 \ubcc4\uac1c\uc758 \ub2e8\uc5b4\ub85c \ubcf4\uc544 \uc774 \uaddc\uce59\uc744 \uc801\uc6a9\ud558\uc9c0 \uc54a\ub294\ub2e4.\n \"\"\"\n self.assert_examples({\n # u'kl\u00f4ng put': u'\ub04c\ub871\uc06b',\n 'Pleiku': '\uc060\ub798\uc774\uafb8',\n # u'Ha Long': u'\ud560\ub871',\n # u'My Lay': u'\ubc00\ub77c\uc774',\n })"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0ed057bb216be080ba95c6d1f2a7ce1ab1dfd4f5
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from mathlibpy.functions import * import unittest class SinTester(unittest.TestCase): def setUp(self): self.sin = Sin() def test_call(self): self.assertEqual(self.sin(0), 0) def test_eq(self): self.assertEqual(self.sin, Sin()) def test_get_derivative_call(self): self.assertEqual(self.sin.get_derivative()(0), 1) class CosTester(unittest.TestCase): def setUp(self): self.cos = Cos() def test_call(self): self.assertEqual(self.cos(0), 1) def test_eq(self): self.assertEqual(self.cos, Cos()) def test_get_derivative_call(self): self.assertEqual(self.cos.get_derivative()(math.pi/2), -1) class TanTester(unittest.TestCase): def setUp(self): self.tan = Tan() def test_call(self): self.assertEqual(self.tan(0), 0) def test_eq(self): self.assertEqual(self.tan, Tan()) def test_get_derivative(self): self.assertEqual(self.tan.get_derivative()(0), 1) if __name__ == "__main__": unittest.main()
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Syntax Analysis: Syntax Errors Found: โข Block at line 5 has no indented body โข Block at line 20 has no indented body โข Block at line 35 has no indented body Fixes: โข Fix indentation to match Python syntax rules
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advanced
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testing
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syntax_repair
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Pythoncode:Python
| 12
| 3
| 1,050
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom mathlibpy.functions import *\nimport unittest\n\n\nclass SinTester(unittest.TestCase):\n\n def setUp(self):\n self.sin = Sin()\n\n def test_call(self):\n self.assertEqual(self.sin(0), 0)\n\n def test_eq(self):\n self.assertEqual(self.sin, Sin())\n\n def test_get_derivative_call(self):\n self.assertEqual(self.sin.get_derivative()(0), 1)\n\n\nclass CosTester(unittest.TestCase):\n\n def setUp(self):\n self.cos = Cos()\n\n def test_call(self):\n self.assertEqual(self.cos(0), 1)\n\n def test_eq(self):\n self.assertEqual(self.cos, Cos())\n\n def test_get_derivative_call(self):\n self.assertEqual(self.cos.get_derivative()(math.pi/2), -1)\n\n\nclass TanTester(unittest.TestCase):\n\n def setUp(self):\n self.tan = Tan()\n\ndef test_call(self):\n self.assertEqual(self.tan(0), 0)\n\n def test_eq(self):\n self.assertEqual(self.tan, Tan())\n\n def test_get_derivative(self):\n self.assertEqual(self.tan.get_derivative()(0), 1)\n\n\nif __name__ == \"__main__\":\n unittest.main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 5 has no indented body\n \u2022 Block at line 20 has no indented body\n \u2022 Block at line 35 has no indented body\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
0ed0e5f6ef98dbca0fc996f3f87ca29e7cb4b7a2
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class Solution: def nextGreatestLetter(self, letters: list, target: str) -> str: if target < letters[0] or target >= letters[-1]: return letters[0] left, right = 0, len(letters) - 1 while left < right: mid = left + (right - left) // 2 if letters[mid] > target: right = mid else: left = mid + 1 return letters[right]
|
if __name__ == '__main__': letters = ["c", "f", "j"] target = "a" print(f"Input: letters = {letters}, target = {target}") print(f"Output: {Solution().nextGreatestLetter(letters, target)}")
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 639
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass Solution:\n def nextGreatestLetter(self, letters: list, target: str) -> str:\n if target < letters[0] or target >= letters[-1]:\n return letters[0]\n left, right = 0, len(letters) - 1\n while left < right:\n mid = left + (right - left) // 2\n if letters[mid] > target:\n right = mid\n else:\n left = mid + 1\n return letters[right]"}, {"role": "assistant", "content": "\n\n\nif __name__ == '__main__':\n letters = [\"c\", \"f\", \"j\"]\n target = \"a\"\n print(f\"Input: letters = {letters}, target = {target}\")\n print(f\"Output: {Solution().nextGreatestLetter(letters, target)}\")"}]
| false
| null | null | null |
0ed195167a4ca32696adae9b1a096d1817a006fd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import nonebot from nonebot import on_command from nonebot.rule import to_me from nonebot.typing import T_State from nonebot.adapters import Bot, Event from nonebot.log import logger from .config import global_config from .schedule import anti_cpdaily_check_routine cpdaily = on_command('cpdaily') scheduler = nonebot.require("nonebot_plugin_apscheduler").scheduler async def one_shot_routine(): scheduler.remove_job('anti_cpdaily_oneshot') await anti_cpdaily_check_routine() @cpdaily.handle() async def handle_command(bot: Bot, event: Event, state: T_State): """ Manually activate the routine in 1 min """ if event.get_user_id() in bot.config.superusers: logger.debug('manually activate the cpdaily routine')
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: โข Unterminated string literal at line 23 Fix: Add body to If block or use 'pass' statement
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 744
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport nonebot\nfrom nonebot import on_command\nfrom nonebot.rule import to_me\nfrom nonebot.typing import T_State\nfrom nonebot.adapters import Bot, Event\nfrom nonebot.log import logger\n\nfrom .config import global_config\nfrom .schedule import anti_cpdaily_check_routine\n\n\ncpdaily = on_command('cpdaily')\nscheduler = nonebot.require(\"nonebot_plugin_apscheduler\").scheduler\n\n\nasync def one_shot_routine():\n scheduler.remove_job('anti_cpdaily_oneshot')\n await anti_cpdaily_check_routine()\n\n\n@cpdaily.handle()\nasync def handle_command(bot: Bot, event: Event, state: T_State):\n \"\"\" Manually activate the routine in 1 min\n \"\"\"\n if event.get_user_id() in bot.config.superusers:\n logger.debug('manually activate the cpdaily routine')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 23\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
0ed3370d325b05dcd0ff4ac3d8d74980237e624c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ ============ Dollar Ticks ============ Use a `~.ticker.FormatStrFormatter` to prepend dollar signs on y axis labels. """ import numpy as np import matplotlib.pyplot as plt import matplotlib.ticker as ticker # Fixing random state for reproducibility np.random.seed(19680801) fig, ax = plt.subplots() ax.plot(100*np.random.rand(20)) formatter = ticker.FormatStrFormatter('$%1.2f') ax.yaxis.set_major_formatter(formatter) for tick in ax.yaxis.get_major_ticks(): tick.label1.set_visible(False) tick.label2.set_visible(True) tick.label2.set_color('green') plt.show() ############################################################################# # # ------------ # # References # """""""""" # # The use of the following functions, methods, classes and modules is shown # in this example: import matplotlib matplotlib.ticker matplotlib.ticker.FormatStrFormatter matplotlib.axis.Axis.set_major_formatter matplotlib.axis.Axis.get_major_ticks matplotlib.axis.Tick
|
Code Review: โ Critical issues: Unterminated string literal at line 1 Block at line 36 has no indented body โ ๏ธ Code quality: Unexpected indentation at line 23 Unexpected indentation at line 24 โจ Improvements: Add closing quote at line 1
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intermediate
|
database
|
code_review
|
Pythoncode:Python
| 0
| 0
| 978
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\n============\nDollar Ticks\n============\n\nUse a `~.ticker.FormatStrFormatter` to prepend dollar signs on y axis labels.\n\"\"\"\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport matplotlib.ticker as ticker\n\n# Fixing random state for reproducibility\nnp.random.seed(19680801)\n\nfig, ax = plt.subplots()\nax.plot(100*np.random.rand(20))\n\nformatter = ticker.FormatStrFormatter('$%1.2f')\nax.yaxis.set_major_formatter(formatter)\n\nfor tick in ax.yaxis.get_major_ticks():\n tick.label1.set_visible(False)\n tick.label2.set_visible(True)\n tick.label2.set_color('green')\n\nplt.show()\n\n#############################################################################\n#\n# ------------\n#\n# References\n# \"\"\"\"\"\"\"\"\"\"\n#\n# The use of the following functions, methods, classes and modules is shown\n# in this example:\n\nimport matplotlib\nmatplotlib.ticker\nmatplotlib.ticker.FormatStrFormatter\nmatplotlib.axis.Axis.set_major_formatter\nmatplotlib.axis.Axis.get_major_ticks\nmatplotlib.axis.Tick"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Block at line 36 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
0ed367645577a295c7ca8d2261bca85d6a1facb8
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import json import re from flask import request, abort, jsonify from Chibrary import config from Chibrary.config import logger from Chibrary.exceptions import * from functools import wraps from urllib import parse from Chibrary.server import db def parse_url_query(url: str) -> dict: if not url.lower().startswith('http://') \ and not url.lower().startswith('https://'): return {} query = url[url.rindex('/') + 1:] if '?' not in query: return {} query = query[query.index('?') + 1:] lines = query.split('&') result = {} for line in lines: if line.count('=') != 1: continue key, val = line.split('=') # ๆณจๆ่ฟ้็็ฑปๅ่ฝฌๅๅค็ if val == 'undefined': val = None else: try: val = int(val) except ValueError: try: val = float(val) except ValueError: pass if val is not None: if type(val) is str: result[key] = parse.unquote(val) else: result[key] = val return result def form_url_query(url: str, data: dict): # if not url.lower().startswith('http://') \ # and not url.lower().startswith('https://'): # logger.warning('Provided wrong url %s !' % url) # return url # if len(data) == 0: # return url # query = '?' # for key in data: # # ็นไบ็นๅ๏ผ๏ผ๏ผ # if type(data[key]) is str and '/' in data[key]: # query = query + parse.urlencode({key: data[key]}) + '&' # else: # query = query + key + '=' + parse.quote(str(data[key])) + '&' # query = query[:-1] # return url + query # ่ฟ้ๆฏ+ๅ%20็ๅ return url + '?' + parse.urlencode(data).replace('+', '%20') def remove_ids_dfs(data: dict): if '_id' in data: del data['_id'] for key in data: if type(data[key]) is dict: data[key] = remove_ids_dfs(data[key]) return data """ ่ฟๅๅผๆ ผๅผ๏ผ { code: ..., message: ..., data: ..., } """ def make_result(code: int, message=None, data=None): result = { 'code': code, } # ๆ นๆฎcode้message if message is None: try: result['message'] = config.code[str(code)] except ValueError: logger.warning('Error code %s not found!' % code) result['message'] = config.code['0'] else: result['message'] = message if data is not None: # ไธๅฎ่ฆๅ ้คๆๆ_idๅ
็ด data = remove_ids_dfs(data) result['data'] = data return result def make_error_result(error): return make_result(1, message=str(error)) def dump(data): return json.dumps(data) def check_args(args: dict, requirements: list): for r in requirements: if r not in args: return False return True ... [8 more functiondefs truncated] ...
|
Functions: parse_url_query, form_url_query, remove_ids_dfs, make_result, make_error_result This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 7
| 0
| 2,959
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport json\nimport re\nfrom flask import request, abort, jsonify\nfrom Chibrary import config\nfrom Chibrary.config import logger\nfrom Chibrary.exceptions import *\nfrom functools import wraps\nfrom urllib import parse\nfrom Chibrary.server import db\n\n\ndef parse_url_query(url: str) -> dict:\n if not url.lower().startswith('http://') \\\n and not url.lower().startswith('https://'):\n return {}\n query = url[url.rindex('/') + 1:]\n if '?' not in query:\n return {}\n query = query[query.index('?') + 1:]\n lines = query.split('&')\n result = {}\n for line in lines:\n if line.count('=') != 1:\n continue\n key, val = line.split('=')\n # \u6ce8\u610f\u8fd9\u91cc\u7684\u7c7b\u578b\u8f6c\u5316\u5904\u7406\n if val == 'undefined':\n val = None\n else:\n try:\n val = int(val)\n except ValueError:\n try:\n val = float(val)\n except ValueError:\n pass\n if val is not None:\n if type(val) is str:\n result[key] = parse.unquote(val)\n else:\n result[key] = val\n return result\n\n\ndef form_url_query(url: str, data: dict):\n # if not url.lower().startswith('http://') \\\n # and not url.lower().startswith('https://'):\n # logger.warning('Provided wrong url %s !' % url)\n # return url\n # if len(data) == 0:\n # return url\n # query = '?'\n # for key in data:\n # # \u7279\u4e8b\u7279\u529e\uff08\uff1f\uff09\n # if type(data[key]) is str and '/' in data[key]:\n # query = query + parse.urlencode({key: data[key]}) + '&'\n # else:\n # query = query + key + '=' + parse.quote(str(data[key])) + '&'\n # query = query[:-1]\n # return url + query\n\n # \u8fd9\u91cc\u662f+\u548c%20\u7684\u5751\n return url + '?' + parse.urlencode(data).replace('+', '%20')\n\n\ndef remove_ids_dfs(data: dict):\n if '_id' in data:\n del data['_id']\n for key in data:\n if type(data[key]) is dict:\n data[key] = remove_ids_dfs(data[key])\n return data\n\n\n\"\"\"\n\u8fd4\u56de\u503c\u683c\u5f0f\uff1a\n{\n code: ...,\n message: ...,\n data: ...,\n}\n\"\"\"\n\n\ndef make_result(code: int, message=None, data=None):\n result = {\n 'code': code,\n }\n # \u6839\u636ecode\u9009message\n if message is None:\n try:\n result['message'] = config.code[str(code)]\n except ValueError:\n logger.warning('Error code %s not found!' % code)\n result['message'] = config.code['0']\n else:\n result['message'] = message\n if data is not None:\n # \u4e00\u5b9a\u8981\u5220\u9664\u6240\u6709_id\u5143\u7d20\n data = remove_ids_dfs(data)\n result['data'] = data\n return result\n\n\ndef make_error_result(error):\n return make_result(1, message=str(error))\n\n\ndef dump(data):\n return json.dumps(data)\n\n\ndef check_args(args: dict, requirements: list):\n for r in requirements:\n if r not in args:\n return False\n return True\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: parse_url_query, form_url_query, remove_ids_dfs, make_result, make_error_result\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ed3c5718d5548ba82fc7cde7bd8e347ef468e10
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy as np from something import Top i = 0 while i < 10: a = np.ndarray((10,4)) b = np.ones((10, Top)) i += 1 del Top # show_store()
|
Code Review: โ ๏ธ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 155
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nfrom something import Top\n\ni = 0\nwhile i < 10:\n a = np.ndarray((10,4))\n b = np.ones((10, Top))\n i += 1\n\ndel Top\n# show_store()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8"}]
| false
| null | null | null |
0ed495b3d64a671dbd7202470a06b2b18d6c7be4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from aiohttp_admin2.mappers import Mapper from aiohttp_admin2.mappers import fields class FloatMapper(Mapper): field = fields.FloatField() def test_correct_float_type(): """ In this test we check success convert to float type. """ mapper = FloatMapper({"field": 1}) mapper.is_valid() assert mapper.data["field"] == 1.0 mapper = FloatMapper({"field": 2}) mapper.is_valid() Error: IndentationError / Incomplete Function
|
Fixed Code: from aiohttp_admin2.mappers import Mapper from aiohttp_admin2.mappers import fields class FloatMapper(Mapper): field = fields.FloatField() def test_correct_float_type(): """ In this test we check success convert to float type. """ mapper = FloatMapper({"field": 1}) mapper.is_valid() assert mapper.data["field"] == 1.0 mapper = FloatMapper({"field": 2}) mapper.is_valid() Explanation: Complete the function 'test_correct_float_type' body and add missing return
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 413
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom aiohttp_admin2.mappers import Mapper\nfrom aiohttp_admin2.mappers import fields\n\n\nclass FloatMapper(Mapper):\n field = fields.FloatField()\n\n\ndef test_correct_float_type():\n \"\"\"\n In this test we check success convert to float type.\n \"\"\"\n mapper = FloatMapper({\"field\": 1})\n mapper.is_valid()\n\n assert mapper.data[\"field\"] == 1.0\n\n mapper = FloatMapper({\"field\": 2})\n mapper.is_valid()\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom aiohttp_admin2.mappers import Mapper\nfrom aiohttp_admin2.mappers import fields\n\n\nclass FloatMapper(Mapper):\n field = fields.FloatField()\n\n\ndef test_correct_float_type():\n \"\"\"\n In this test we check success convert to float type.\n \"\"\"\n mapper = FloatMapper({\"field\": 1})\n mapper.is_valid()\n\n assert mapper.data[\"field\"] == 1.0\n\n mapper = FloatMapper({\"field\": 2})\n mapper.is_valid()\n\n\n Explanation: Complete the function 'test_correct_float_type' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
0ed4e33e928545ea0125662f34b75db4ebefd622
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """ Try to load all of the MODFLOW-USG examples in ../examples/data/mfusg_test. These are the examples that are distributed with MODFLOW-USG. """ import os import flopy # make the working directory tpth = os.path.join("temp", "t038") if not os.path.isdir(tpth): os.makedirs(tpth) # build list of name files to try and load usgpth = os.path.join("..", "examples", "data", "mfusg_test") usg_files = [] for path, subdirs, files in os.walk(usgpth): for name in files: if name.endswith(".nam"): usg_files.append(os.path.join(path, name)) # def test_load_usg(): for fusg in usg_files: d, f = os.path.split(fusg) yield load_model, f, d # function to load a MODFLOW-USG model and then write it back out def load_model(namfile, model_ws): m = flopy.modflow.Modflow.load( namfile, model_ws=model_ws, version="mfusg", verbose=True, check=False ) assert m, f"Could not load namefile {namfile}" assert m.load_fail is False m.change_model_ws(tpth) m.write_input() return if __name__ == "__main__": for fusg in usg_files: d, f = os.path.split(fusg) load_model(f, d)
|
Functions: test_load_usg, load_model This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,163
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"\nTry to load all of the MODFLOW-USG examples in ../examples/data/mfusg_test.\nThese are the examples that are distributed with MODFLOW-USG.\n\"\"\"\n\nimport os\nimport flopy\n\n# make the working directory\ntpth = os.path.join(\"temp\", \"t038\")\nif not os.path.isdir(tpth):\n os.makedirs(tpth)\n\n# build list of name files to try and load\nusgpth = os.path.join(\"..\", \"examples\", \"data\", \"mfusg_test\")\nusg_files = []\nfor path, subdirs, files in os.walk(usgpth):\n for name in files:\n if name.endswith(\".nam\"):\n usg_files.append(os.path.join(path, name))\n\n#\ndef test_load_usg():\n for fusg in usg_files:\n d, f = os.path.split(fusg)\n yield load_model, f, d\n\n\n# function to load a MODFLOW-USG model and then write it back out\ndef load_model(namfile, model_ws):\n m = flopy.modflow.Modflow.load(\n namfile, model_ws=model_ws, version=\"mfusg\", verbose=True, check=False\n )\n assert m, f\"Could not load namefile {namfile}\"\n assert m.load_fail is False\n m.change_model_ws(tpth)\n m.write_input()\n return\n\n\nif __name__ == \"__main__\":\n for fusg in usg_files:\n d, f = os.path.split(fusg)\n load_model(f, d)"}, {"role": "assistant", "content": " Functions: test_load_usg, load_model\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0ed5587a827c8b8f54d7f90abf4042432f650675
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 import os from argparse import ArgumentParser, ArgumentTypeError, FileType, Namespace from typing import Any def DirType(string: str) -> str: if os.path.isdir(string): return string raise ArgumentTypeError( 'Directory does not exist: "{}"'.format(os.path.abspath(string))) class Cli(ArgumentParser): def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwargs) def arg(self, *args: Any, **kwargs: Any) -> None: self.add_argument(*args, **kwargs) def arg_bool(self, *args: Any, **kwargs: Any) -> None: self.add_argument(*args, **kwargs, action='store_true') def arg_dir(self, *args: Any, **kwargs: Any) -> None: self.add_argument(*args, **kwargs, type=DirType) def arg_file(self, *args: Any, mode: str = 'r', **kwargs: Any) -> None: self.add_argument(*args, **kwargs, type=FileType(mode)) def parse(self) -> Namespace: return self.parse_args()
|
Code analysis results: โ ๏ธ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 ๐ก Suggestions: Add docstring to class 'Cli'
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 7
| 1
| 999
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\nimport os\nfrom argparse import ArgumentParser, ArgumentTypeError, FileType, Namespace\nfrom typing import Any\n\n\ndef DirType(string: str) -> str:\n if os.path.isdir(string):\n return string\n raise ArgumentTypeError(\n 'Directory does not exist: \"{}\"'.format(os.path.abspath(string)))\n\n\nclass Cli(ArgumentParser):\n def __init__(self, *args: Any, **kwargs: Any) -> None:\n super().__init__(*args, **kwargs)\n\n def arg(self, *args: Any, **kwargs: Any) -> None:\n self.add_argument(*args, **kwargs)\n\n def arg_bool(self, *args: Any, **kwargs: Any) -> None:\n self.add_argument(*args, **kwargs, action='store_true')\n\n def arg_dir(self, *args: Any, **kwargs: Any) -> None:\n self.add_argument(*args, **kwargs, type=DirType)\n\n def arg_file(self, *args: Any, mode: str = 'r', **kwargs: Any) -> None:\n self.add_argument(*args, **kwargs, type=FileType(mode))\n\n def parse(self) -> Namespace:\n return self.parse_args()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Cli'"}]
| false
| null | null | null |
0ed56ff83d82e72563699b9ea8ce0b02dcd84908
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from typing import Optional from asn1crypto import core, x509, cms class TargetCert(core.Sequence): _fields = [ ('target_certificate', cms.IssuerSerial), ('target_name', x509.GeneralName, {'optional': True}), ('cert_digest_info', cms.ObjectDigestInfo, {'optional': True}) ] class Target(core.Choice): _alternatives = [ ('target_name', x509.GeneralName, {'explicit': 0}), ('target_group', x509.GeneralName, {'explicit': 1}), ('target_cert', TargetCert, {'explicit': 2}) ] class Targets(core.SequenceOf): _child_spec = Target # Blame X.509... class SequenceOfTargets(core.SequenceOf): _child_spec = Targets class AttrSpec(core.SequenceOf): _child_spec = cms.AttCertAttributeType class AAControls(core.Sequence): _fields = [ ('path_len_constraint', core.Integer, {'optional': True}), ('permitted_attrs', AttrSpec, {'optional': True, 'implicit': 0}), ('excluded_attrs', AttrSpec, {'optional': True, 'implicit': 1}), ('permit_unspecified', core.Boolean, {'default': True}) ] def accept(self, attr_id: cms.AttCertAttributeType) -> bool: attr_id_str = attr_id.native excluded = self['excluded_attrs'].native if excluded is not None: excluded = frozenset(excluded) if excluded is not None and attr_id_str in excluded: return False
|
permitted = self['permitted_attrs'].native if permitted is not None: permitted = frozenset(permitted) if permitted is not None and attr_id_str in permitted: return True return bool(self['permit_unspecified']) @classmethod def read_extension_value(cls, cert: x509.Certificate) \ -> Optional['AAControls']: # handle AA controls (not natively supported by asn1crypto, so # not available as an attribute). try: return next( ext['extn_value'].parsed for ext in cert['tbs_certificate']['extensions'] if ext['extn_id'].native == 'aa_controls' ) except StopIteration: return None def _make_tag_explicit(field_decl): tag_dict = field_decl[2] if 'explicit' in tag_dict: return tag_dict['explicit'] = tag_dict['implicit'] del tag_dict['implicit'] ... [1 more functiondefs truncated] ...
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 3
| 6
| 2,416
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom typing import Optional\n\nfrom asn1crypto import core, x509, cms\n\nclass TargetCert(core.Sequence):\n _fields = [\n ('target_certificate', cms.IssuerSerial),\n ('target_name', x509.GeneralName, {'optional': True}),\n ('cert_digest_info', cms.ObjectDigestInfo, {'optional': True})\n ]\n\n\nclass Target(core.Choice):\n _alternatives = [\n ('target_name', x509.GeneralName, {'explicit': 0}),\n ('target_group', x509.GeneralName, {'explicit': 1}),\n ('target_cert', TargetCert, {'explicit': 2})\n ]\n\n\nclass Targets(core.SequenceOf):\n _child_spec = Target\n\n\n# Blame X.509...\nclass SequenceOfTargets(core.SequenceOf):\n _child_spec = Targets\n\n\nclass AttrSpec(core.SequenceOf):\n _child_spec = cms.AttCertAttributeType\n\n\nclass AAControls(core.Sequence):\n _fields = [\n ('path_len_constraint', core.Integer, {'optional': True}),\n ('permitted_attrs', AttrSpec, {'optional': True, 'implicit': 0}),\n ('excluded_attrs', AttrSpec, {'optional': True, 'implicit': 1}),\n ('permit_unspecified', core.Boolean, {'default': True})\n ]\n\n def accept(self, attr_id: cms.AttCertAttributeType) -> bool:\n attr_id_str = attr_id.native\n excluded = self['excluded_attrs'].native\n if excluded is not None:\n excluded = frozenset(excluded)\n if excluded is not None and attr_id_str in excluded:\n return False"}, {"role": "assistant", "content": "\n permitted = self['permitted_attrs'].native\n if permitted is not None:\n permitted = frozenset(permitted)\n if permitted is not None and attr_id_str in permitted:\n return True\n return bool(self['permit_unspecified'])\n\n @classmethod\n def read_extension_value(cls, cert: x509.Certificate) \\\n -> Optional['AAControls']:\n # handle AA controls (not natively supported by asn1crypto, so\n # not available as an attribute).\n try:\n return next(\n ext['extn_value'].parsed\n for ext in cert['tbs_certificate']['extensions']\n if ext['extn_id'].native == 'aa_controls'\n )\n except StopIteration:\n return None\n\n\ndef _make_tag_explicit(field_decl):\n tag_dict = field_decl[2]\n if 'explicit' in tag_dict:\n return\n tag_dict['explicit'] = tag_dict['implicit']\n del tag_dict['implicit']\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
0ed9a8ae3cb2f6c51bd79bc87c61d261f1d3fcce
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from model.group import Group import random def test_delete_some_group(app): if len(app.group.get_group_list()) <= 1: app.group.add_new_group(Group(name='test')) old_list = app.group.get_group_list() index = random.randrange(len(old_list) - 1) app.group.delete_group_by_index(index) new_list = app.group.get_group_list() assert len(old_list) - 1 == len(new_list) del old_list[index] assert old_list == new_list
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: โข Code truncated in middle of expression - unexpected EOF Fix: Check loop bounds and array indices carefully
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 452
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom model.group import Group\nimport random\n\n\ndef test_delete_some_group(app):\n if len(app.group.get_group_list()) <= 1:\n app.group.add_new_group(Group(name='test'))\n old_list = app.group.get_group_list()\n index = random.randrange(len(old_list) - 1)\n app.group.delete_group_by_index(index)\n new_list = app.group.get_group_list()\n assert len(old_list) - 1 == len(new_list)\n del old_list[index]\n assert old_list == new_list"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
0ed9b178770e9775a60fa8ee66730cd786425565
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: ''' Autor: Gurkirt Singh Start data: 15th May 2016 purpose: of this file is read frame level predictions and process them to produce a label per video ''' from sklearn.svm import LinearSVC from sklearn.ensemble import RandomForestClassifier import numpy as np import pickle import os import time,json import pylab as plt from eval_detection import ANETdetection import scipy.io as sio #######baseDir = "/mnt/sun-alpha/actnet/"; baseDir = "/data/shared/solar-machines/actnet/"; #baseDir = "/mnt/solar-machines/actnet/"; ########imgDir = "/mnt/sun-alpha/actnet/rgb-images/"; ######## imgDir = "/mnt/DATADISK2/ss-workspace/actnet/rgb-images/"; annotPklFile = "../Evaluation/data/actNet200-V1-3.pkl" def getscore(ground_truth_filename, prediction_filename, tiou_thr=0.5,subset='validation', verbose=True, check_status=True): anet_detection = ANETdetection(ground_truth_filename, prediction_filename, subset=subset, tiou_thr=tiou_thr, verbose=verbose, check_status=True) ap = anet_detection.evaluate() return ap ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: โข Complete the truncated code structure Example continuation: def saveAPs(): K = 5; subset = 'validation';#,'testing']: featType = 'IMS-MBH'
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 1,101
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n'''\nAutor: Gurkirt Singh\nStart data: 15th May 2016\npurpose: of this file is read frame level predictions and process them to produce a label per video\n\n'''\nfrom sklearn.svm import LinearSVC\nfrom sklearn.ensemble import RandomForestClassifier\nimport numpy as np\nimport pickle\nimport os\nimport time,json\nimport pylab as plt\nfrom eval_detection import ANETdetection\nimport scipy.io as sio\n\n#######baseDir = \"/mnt/sun-alpha/actnet/\";\nbaseDir = \"/data/shared/solar-machines/actnet/\";\n#baseDir = \"/mnt/solar-machines/actnet/\";\n########imgDir = \"/mnt/sun-alpha/actnet/rgb-images/\";\n######## imgDir = \"/mnt/DATADISK2/ss-workspace/actnet/rgb-images/\";\nannotPklFile = \"../Evaluation/data/actNet200-V1-3.pkl\"\n\ndef getscore(ground_truth_filename, prediction_filename,\n tiou_thr=0.5,subset='validation', verbose=True, check_status=True):\n anet_detection = ANETdetection(ground_truth_filename, prediction_filename,\n subset=subset, tiou_thr=tiou_thr,\n verbose=verbose, check_status=True)\n ap = anet_detection.evaluate()\n return ap\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 \ndef saveAPs():\n K = 5;\n subset = 'validation';#,'testing']:\n featType = 'IMS-MBH'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0ed9d9ea2d863109661ee50e679a897b97a003a9
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import csv def csv_dict_writer(path, headers, data): with open(path, 'w', newline='') as csvfile: Error: IndentationError / Expected indented block
|
Fixed Code: import csv def csv_dict_writer(path, headers, data): with open(path, 'w', newline='') as csvfile: writer = csv.DictWriter(csvfile, delimiter=',', fieldnames=headers) writer.writeheader() for record in data: writer.writerow(record) Explanation: Add body to With block or use 'pass' statement
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 103
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport csv\n\n\ndef csv_dict_writer(path, headers, data):\n with open(path, 'w', newline='') as csvfile:\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport csv\n\n\ndef csv_dict_writer(path, headers, data):\n with open(path, 'w', newline='') as csvfile:\n writer = csv.DictWriter(csvfile, delimiter=',',\n fieldnames=headers)\n writer.writeheader()\n for record in data:\n writer.writerow(record)\n\n Explanation: Add body to With block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
0eda0495743701a807a727479d2ba40e2e1b5552
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # SPDX-FileCopyrightText: 2017 Fermi Research Alliance, LLC # SPDX-License-Identifier: Apache-2.0 import pytest from decisionengine.framework.modules import Publisher, Source from decisionengine.framework.modules.Module import verify_products from decisionengine.framework.modules.Source import Parameter def test_multiple_consumes_declarations(): with pytest.raises(Exception, match="@consumes has already been called"): @Publisher.consumes(a=int) @Publisher.consumes(b=float) class _(Publisher.Publisher): pass def test_multiple_produces_declarations(): with pytest.raises(Exception, match="@produces has already been called"): @Source.produces(c=str) @Source.produces(d=bool) class _(Source.Source): pass def test_wrong_product_names(): @Source.produces(a=str) class BMaker(Source.Source): def __init__(self, config): super().__init__(config) def acquire(self): return {"b": ""} maker = BMaker({"channel_name": "test"}) expected_err_msg = ( "The following products were not produced:\n" + " - 'a' of type 'str'\n\n" + "The following products were not declared:\n" + " - 'b' of type 'str'" ) with pytest.raises(Exception, match=expected_err_msg): verify_products(maker, maker.acquire()) def test_wrong_product_types(): @Source.produces(a=str, b=int) class AMaker(Source.Source): def __init__(self, config): super().__init__(config) def acquire(self): return {"a": 42, "b": 17} maker = AMaker({"channel_name": "test"}) expected_err_msg = "The following products have the wrong types:\n" + r" - 'a' \(expected 'str', got 'int'\)" with pytest.raises(Exception, match=expected_err_msg): verify_products(maker, maker.acquire()) def test_supports_config(): expected_err_msg = ( "An error occurred while processing the parameter 'conflicting_types':\n" + "The specified type 'int' conflicts with the type of the default value " + r"'hello' \(type 'str'\)" ) with pytest.raises(Exception, match=expected_err_msg): @Source.supports_config(Parameter("conflicting_types", type=int, default="hello")) class _(Source.Source): pass
|
Syntax Analysis: Syntax Errors Found: โข Block at line 12 has no indented body โข Block at line 21 has no indented body โข Block at line 70 has no indented body Fixes: โข Fix indentation to match Python syntax rules
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 9
| 5
| 2,349
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# SPDX-FileCopyrightText: 2017 Fermi Research Alliance, LLC\n# SPDX-License-Identifier: Apache-2.0\n\nimport pytest\n\nfrom decisionengine.framework.modules import Publisher, Source\nfrom decisionengine.framework.modules.Module import verify_products\nfrom decisionengine.framework.modules.Source import Parameter\n\n\ndef test_multiple_consumes_declarations():\n with pytest.raises(Exception, match=\"@consumes has already been called\"):\n\n @Publisher.consumes(a=int)\n @Publisher.consumes(b=float)\n class _(Publisher.Publisher):\n pass\n\n\ndef test_multiple_produces_declarations():\n with pytest.raises(Exception, match=\"@produces has already been called\"):\n\n @Source.produces(c=str)\n @Source.produces(d=bool)\n class _(Source.Source):\n pass\n\n\ndef test_wrong_product_names():\n @Source.produces(a=str)\n class BMaker(Source.Source):\n def __init__(self, config):\n super().__init__(config)\n\n def acquire(self):\n return {\"b\": \"\"}\n\n maker = BMaker({\"channel_name\": \"test\"})\n expected_err_msg = (\n \"The following products were not produced:\\n\"\n + \" - 'a' of type 'str'\\n\\n\"\n + \"The following products were not declared:\\n\"\n + \" - 'b' of type 'str'\"\n )\n with pytest.raises(Exception, match=expected_err_msg):\n verify_products(maker, maker.acquire())\n\n\ndef test_wrong_product_types():\n @Source.produces(a=str, b=int)\n class AMaker(Source.Source):\n def __init__(self, config):\n super().__init__(config)\n\n def acquire(self):\n return {\"a\": 42, \"b\": 17}\n\n maker = AMaker({\"channel_name\": \"test\"})\n expected_err_msg = \"The following products have the wrong types:\\n\" + r\" - 'a' \\(expected 'str', got 'int'\\)\"\n with pytest.raises(Exception, match=expected_err_msg):\n verify_products(maker, maker.acquire())\n\n\ndef test_supports_config():\n expected_err_msg = (\n \"An error occurred while processing the parameter 'conflicting_types':\\n\"\n + \"The specified type 'int' conflicts with the type of the default value \"\n+ r\"'hello' \\(type 'str'\\)\"\n )\n with pytest.raises(Exception, match=expected_err_msg):\n\n @Source.supports_config(Parameter(\"conflicting_types\", type=int, default=\"hello\"))\n class _(Source.Source):\n pass"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 12 has no indented body\n \u2022 Block at line 21 has no indented body\n \u2022 Block at line 70 has no indented body\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
0eda1b4f399b44a556364cedf6c955fb55a3872c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import torch import torch.nn as nn from torch.nn.functional import max_pool1d from utility.model_parameter import Configuration, ModelParameter class CNNLayer(nn.Module): def __init__(self, config: Configuration, vocab_size=30000, use_embeddings=True, embed_dim=-1, **kwargs): super(CNNLayer, self).__init__() # set parameters self.max_seq_length = config.get_int(ModelParameter.MAX_LENGTH) self.use_gpu = torch.cuda.is_available() if embed_dim == -1: self.embedding_dim = config.get_int(ModelParameter.EMBEDDING_SIZE) else: self.embedding_dim = embed_dim self.max_length = config.get_int(ModelParameter.MAX_LENGTH) self.use_embeddings = use_embeddings self.conv_out_channels = config.get_int(ModelParameter.CHANNELS) self.filter_sizes = [2] # create and initialize layers self.embedding = nn.Embedding(vocab_size, self.embedding_dim) self.relu = nn.ReLU() self.convolutions = nn.ModuleList( [nn.Conv2d(1, self.conv_out_channels, (K, self.embedding_dim)) for K in self.filter_sizes]) self.dropout = nn.Dropout(0.3) def get_output_length(self): return len(self.filter_sizes) * self.conv_out_channels def forward(self, samples, **kwargs): encoded_samples = self.encode(samples) return encoded_samples def encode(self, samples): x = self.embedding(samples) x = x.unsqueeze(1) x = [self.relu(conv(x)).squeeze(3) for conv in self.convolutions] x = [max_pool1d(i, i.size(2)).squeeze(2) for i in x] x = self.dropout(torch.cat(x, 1)) return x
|
Code analysis results: โ ๏ธ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 ๐ก Suggestions: Add docstring to class 'CNNLayer' Add docstring to function '__init__' Add docstring to function 'encode'
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 4
| 1
| 1,687
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nfrom torch.nn.functional import max_pool1d\n\nfrom utility.model_parameter import Configuration, ModelParameter\n\n\nclass CNNLayer(nn.Module):\n def __init__(self, config: Configuration, vocab_size=30000, use_embeddings=True, embed_dim=-1, **kwargs):\n super(CNNLayer, self).__init__()\n\n # set parameters\n self.max_seq_length = config.get_int(ModelParameter.MAX_LENGTH)\n self.use_gpu = torch.cuda.is_available()\n if embed_dim == -1:\n self.embedding_dim = config.get_int(ModelParameter.EMBEDDING_SIZE)\n else:\n self.embedding_dim = embed_dim\n self.max_length = config.get_int(ModelParameter.MAX_LENGTH)\n self.use_embeddings = use_embeddings\n self.conv_out_channels = config.get_int(ModelParameter.CHANNELS)\n self.filter_sizes = [2]\n\n # create and initialize layers\n self.embedding = nn.Embedding(vocab_size, self.embedding_dim)\n self.relu = nn.ReLU()\n self.convolutions = nn.ModuleList(\n [nn.Conv2d(1, self.conv_out_channels, (K, self.embedding_dim)) for K in self.filter_sizes])\n self.dropout = nn.Dropout(0.3)\n\n def get_output_length(self):\n return len(self.filter_sizes) * self.conv_out_channels\n\n def forward(self, samples, **kwargs):\n encoded_samples = self.encode(samples)\n return encoded_samples\n\n def encode(self, samples):\n x = self.embedding(samples)\n x = x.unsqueeze(1)\n x = [self.relu(conv(x)).squeeze(3) for conv in self.convolutions]\n x = [max_pool1d(i, i.size(2)).squeeze(2) for i in x]\n x = self.dropout(torch.cat(x, 1))\n return x"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'CNNLayer'\n Add docstring to function '__init__'\n Add docstring to function 'encode'"}]
| false
| null | null | null |
0edaae48c98ecfaf21b42f1bc713fce970f11754
|
TheStack--python--000.parquet
|
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