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Find all errors in this Pythoncode:Python code: import random print("Title : Eat, Drink, And Be Sick") noun = [] for i in range(4): n = input("Enter noun : ")
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Fix: Add body to For block or use 'pass' statement
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 114
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport random\nprint(\"Title : Eat, Drink, And Be Sick\")\nnoun = []\nfor i in range(4):\n n = input(\"Enter noun : \")"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Fix: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
07b68a248a019f47e10cdf7898c67384df56c25f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy g = open('/home/srallaba/mgc/transposed/arctic_a0404.mgc','w') x = numpy.loadtxt('/home/srallaba/mgc_spaces/
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • Unclosed '(' at line 3 - expected ')' Fix: Close the string literal with matching quote
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 123
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy \ng = open('/home/srallaba/mgc/transposed/arctic_a0404.mgc','w')\nx = numpy.loadtxt('/home/srallaba/mgc_spaces/"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '(' at line 3 - expected ')'\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
07b69c4f080b6ae079038a0250ba13b6035a0cda
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from zone_api.core.zone_manager import ZoneManager from zone_api import platform_encapsulator as pe from zone_api.core.zone import Zone from zone_api.core.zone_event import ZoneEvent from zone_api.core.devices.dimmer import Dimmer from zone_api.core.devices.switch import Fan, Light, Switch from zone_api.core.devices.illuminance_sensor import IlluminanceSensor from zone_api.core.devices.motion_sensor import MotionSensor from zone_api.core.actions.turn_on_switch import TurnOnSwitch from zone_api_test.core.device_test import DeviceTest class ZoneManagerTest(DeviceTest): """ Unit tests for zone_manager.py. """ def setUp(self): items = [pe.create_switch_item('TestLightName'), pe.create_switch_item('TestMotionSensorName'), pe.create_number_item('IlluminanceSensorName'), pe.create_string_item('AstroSensorName'), pe.create_dimmer_item('TestDimmerName'), pe.create_switch_item('TestFanName'), ] self.set_items(items) super(ZoneManagerTest, self).setUp() [self.lightItem, self.motionSensorItem, self.illuminanceSensorItem, self.astroSensorItem, self.dimmerItem, self.fanItem] = items self.illuminanceSensor = IlluminanceSensor(self.illuminanceSensorItem) self.light = Light(self.lightItem, 2, ILLUMINANCE_THRESHOLD_IN_LUX) self.motionSensor = MotionSensor(self.motionSensorItem) self.dimmer = Dimmer(self.dimmerItem, 2, 100, "0-23:59") self.fan = Fan(self.fanItem, 2) self.zm = ZoneManager() def tearDown(self): self.zm.stop_auto_report_watch_dog() self.fan._cancel_timer() self.dimmer._cancel_timer() self.light._cancel_timer() super(ZoneManagerTest, self).tearDown() def testAddZone_validZone_zoneAdded(self): zone1 = Zone('ff') self.zm.add_zone(zone1) self.assertEqual(1, len(self.zm.get_zones())) zone2 = Zone('2f') self.zm.add_zone(zone2) self.assertEqual(2, len(self.zm.get_zones())) def testGetZoneById_validZoneId_returnValidZone(self): zone1 = Zone('ff') self.zm.add_zone(zone1) zone2 = Zone('2f') self.zm.add_zone(zone2) self.assertEqual(zone1.get_name(), self.zm.get_zone_by_id(zone1.get_id()).get_name()) self.assertEqual(zone2.get_name(), self.zm.get_zone_by_id(zone2.get_id()).get_name()) def testGetZoneById_invalidZoneId_returnNone(self): self.assertTrue(self.zm.get_zone_by_id('invalid zone id') is None) ... [13 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 75: ... [13 more functiondefs truncated] ... ⚠️ Code quality: 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 27 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 61 Unexpected indentation at line 64 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 5
| 1
| 2,734
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom zone_api.core.zone_manager import ZoneManager\nfrom zone_api import platform_encapsulator as pe\n\nfrom zone_api.core.zone import Zone\nfrom zone_api.core.zone_event import ZoneEvent\nfrom zone_api.core.devices.dimmer import Dimmer\nfrom zone_api.core.devices.switch import Fan, Light, Switch\nfrom zone_api.core.devices.illuminance_sensor import IlluminanceSensor\nfrom zone_api.core.devices.motion_sensor import MotionSensor\nfrom zone_api.core.actions.turn_on_switch import TurnOnSwitch\n\nfrom zone_api_test.core.device_test import DeviceTest\n\nclass ZoneManagerTest(DeviceTest):\n \"\"\" Unit tests for zone_manager.py. \"\"\"\n\n def setUp(self):\n items = [pe.create_switch_item('TestLightName'),\n pe.create_switch_item('TestMotionSensorName'),\n pe.create_number_item('IlluminanceSensorName'),\n pe.create_string_item('AstroSensorName'),\n pe.create_dimmer_item('TestDimmerName'),\n pe.create_switch_item('TestFanName'),\n ]\n\n self.set_items(items)\n super(ZoneManagerTest, self).setUp()\n\n [self.lightItem, self.motionSensorItem,\n self.illuminanceSensorItem, self.astroSensorItem, self.dimmerItem,\n self.fanItem] = items\n\n self.illuminanceSensor = IlluminanceSensor(self.illuminanceSensorItem)\n self.light = Light(self.lightItem, 2,\n ILLUMINANCE_THRESHOLD_IN_LUX)\n self.motionSensor = MotionSensor(self.motionSensorItem)\n self.dimmer = Dimmer(self.dimmerItem, 2, 100, \"0-23:59\")\n self.fan = Fan(self.fanItem, 2)\n\n self.zm = ZoneManager()\n\n def tearDown(self):\n self.zm.stop_auto_report_watch_dog()\n self.fan._cancel_timer()\n self.dimmer._cancel_timer()\n self.light._cancel_timer()\n\n super(ZoneManagerTest, self).tearDown()\n\n def testAddZone_validZone_zoneAdded(self):\n zone1 = Zone('ff')\n self.zm.add_zone(zone1)\n self.assertEqual(1, len(self.zm.get_zones()))\n\n zone2 = Zone('2f')\n self.zm.add_zone(zone2)\n self.assertEqual(2, len(self.zm.get_zones()))\n\n def testGetZoneById_validZoneId_returnValidZone(self):\n zone1 = Zone('ff')\n self.zm.add_zone(zone1)\n\n zone2 = Zone('2f')\n self.zm.add_zone(zone2)\n\n self.assertEqual(zone1.get_name(),\n self.zm.get_zone_by_id(zone1.get_id()).get_name())\n self.assertEqual(zone2.get_name(),\n self.zm.get_zone_by_id(zone2.get_id()).get_name())\n\n def testGetZoneById_invalidZoneId_returnNone(self):\n self.assertTrue(self.zm.get_zone_by_id('invalid zone id') is None)\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 75: ... [13 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\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 27\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 61\n Unexpected indentation at line 64\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
07b6a4b93bbebd4e00153c0e368d7d75f4691489
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from rest_framework.response import Response from rest_framework.views import APIView from django_redis import get_redis_connection from goods.models import SKU from decimal import Decimal from rest_framework.generics import CreateAPIView,ListAPIView from rest_framework.mixins import ListModelMixin from orders.serializers import OrderShowSerializer, OrderSaveSerializer, OrderListSerializer, CommentSerializers, \ CommentSaveSerializers, CommentShowSerializers from users.models import User from orders.models import OrderInfo,OrderGoods from orders.utils import PageNum from rest_framework.filters import OrderingFilter # 展示订单信息 class OrdersShowView(APIView): def get(self, request): # 获取用户对象 user = request.user # 建立redis连接 conn = get_redis_connection('cart') # 获取hash数据sku_id ,count sku_id_count = conn.hgetall('cart_%s' %user.id) # {10:1} # 将byte类型数据转为整形 cart = {} for sku_id, count in sku_id_count.items(): cart[int(sku_id)] = int(count) # 获取集合数据 sku_ids = conn.smembers('cart_selected_%s' %user.id) # 查询所有选中状态的数据对象 skus = SKU.objects.filter(id__in=sku_ids) # 商品对象添加count属性(sku表中没有count字段,要手动添加属性) for sku in skus: skus.append(sku) # BUG: mutating while iterating sku.count = cart[sku.id] # 生成运费 freight = Decimal(10.00) # 序列化返回商品对象 ser = OrderShowSerializer({'freight': freight, 'skus': skus}) return Response(ser.data) # 保存订单信息 class OrderSaveView(ListModelMixin, CreateAPIView): serializer_class = OrderSaveSerializer # 订单列表数据获取 class OrderListView(ListAPIView): pagination_class = PageNum serializer_class = OrderListSerializer def get_queryset(self): user = self.request.user order = OrderInfo.objects.filter(user = user) return order # 评论-获取商品信息 class OrderComment(ListAPIView): serializer_class = CommentSerializers def get_queryset(self): order_id = self.kwargs['order_id'] skus = OrderGoods.objects.filter(order_id = order_id, is_commented=False) return skus # 保存评论 class SaveSkuComment(CreateAPIView): serializer_class = CommentSaveSerializers # 商品详情中的评论展示 class ShowComment(ListAPIView): serializer_class = CommentShowSerializers def get_queryset(self): # 从kwargs中获取sku_id sku_id = self.kwargs['sku_id'] # 获取商品信息 orders = OrderGoods.objects.filter(sku_id=sku_id, is_commented = True) for sku in orders: skuinfo = OrderInfo.objects.get(order_id=sku.order_id) user = User.objects.get(id = skuinfo.user_id) # 获取用户名，判断是否匿名 sku.username = user.username if sku.is_anonymous == True: sku.username = '****' return orders
|
Error Analysis: Error Type: MUTATION_WHILE_ITERATE Error: MUTATION_WHILE_ITERATE Detected Errors: • Block at line 16 has no indented body Fix: Create a copy or use list comprehension instead
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 4
| 6
| 2,858
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom rest_framework.response import Response\nfrom rest_framework.views import APIView\nfrom django_redis import get_redis_connection\nfrom goods.models import SKU\nfrom decimal import Decimal\nfrom rest_framework.generics import CreateAPIView,ListAPIView\nfrom rest_framework.mixins import ListModelMixin\nfrom orders.serializers import OrderShowSerializer, OrderSaveSerializer, OrderListSerializer, CommentSerializers, \\\n CommentSaveSerializers, CommentShowSerializers\nfrom users.models import User\nfrom orders.models import OrderInfo,OrderGoods\nfrom orders.utils import PageNum\nfrom rest_framework.filters import OrderingFilter\n\n# \u5c55\u793a\u8ba2\u5355\u4fe1\u606f\nclass OrdersShowView(APIView):\n\n def get(self, request):\n # \u83b7\u53d6\u7528\u6237\u5bf9\u8c61\n user = request.user\n # \u5efa\u7acbredis\u8fde\u63a5\n conn = get_redis_connection('cart')\n # \u83b7\u53d6hash\u6570\u636esku_id ,count\n sku_id_count = conn.hgetall('cart_%s' %user.id) # {10:1}\n # \u5c06byte\u7c7b\u578b\u6570\u636e\u8f6c\u4e3a\u6574\u5f62\n cart = {}\n for sku_id, count in sku_id_count.items():\n cart[int(sku_id)] = int(count)\n # \u83b7\u53d6\u96c6\u5408\u6570\u636e\n sku_ids = conn.smembers('cart_selected_%s' %user.id)\n # \u67e5\u8be2\u6240\u6709\u9009\u4e2d\u72b6\u6001\u7684\u6570\u636e\u5bf9\u8c61\n skus = SKU.objects.filter(id__in=sku_ids)\n # \u5546\u54c1\u5bf9\u8c61\u6dfb\u52a0count\u5c5e\u6027(sku\u8868\u4e2d\u6ca1\u6709count\u5b57\u6bb5,\u8981\u624b\u52a8\u6dfb\u52a0\u5c5e\u6027)\n for sku in skus:\n skus.append(sku) # BUG: mutating while iterating\n sku.count = cart[sku.id]\n # \u751f\u6210\u8fd0\u8d39\n freight = Decimal(10.00)\n # \u5e8f\u5217\u5316\u8fd4\u56de\u5546\u54c1\u5bf9\u8c61\n ser = OrderShowSerializer({'freight': freight, 'skus': skus})\n return Response(ser.data)\n\n\n# \u4fdd\u5b58\u8ba2\u5355\u4fe1\u606f\nclass OrderSaveView(ListModelMixin, CreateAPIView):\n serializer_class = OrderSaveSerializer\n\n# \u8ba2\u5355\u5217\u8868\u6570\u636e\u83b7\u53d6\nclass OrderListView(ListAPIView):\n pagination_class = PageNum\n\n serializer_class = OrderListSerializer\n\n def get_queryset(self):\n user = self.request.user\n order = OrderInfo.objects.filter(user = user)\n return order\n\n\n# \u8bc4\u8bba-\u83b7\u53d6\u5546\u54c1\u4fe1\u606f\nclass OrderComment(ListAPIView):\n serializer_class = CommentSerializers\n def get_queryset(self):\n order_id = self.kwargs['order_id']\n skus = OrderGoods.objects.filter(order_id = order_id, is_commented=False)\n return skus\n\n# \u4fdd\u5b58\u8bc4\u8bba\nclass SaveSkuComment(CreateAPIView):\n serializer_class = CommentSaveSerializers\n\n# \u5546\u54c1\u8be6\u60c5\u4e2d\u7684\u8bc4\u8bba\u5c55\u793a\nclass ShowComment(ListAPIView):\n serializer_class = CommentShowSerializers\n def get_queryset(self):\n # \u4ecekwargs\u4e2d\u83b7\u53d6sku_id\n sku_id = self.kwargs['sku_id']\n # \u83b7\u53d6\u5546\u54c1\u4fe1\u606f\n orders = OrderGoods.objects.filter(sku_id=sku_id, is_commented = True)\n for sku in orders:\n skuinfo = OrderInfo.objects.get(order_id=sku.order_id)\n user = User.objects.get(id = skuinfo.user_id)\n # \u83b7\u53d6\u7528\u6237\u540d\uff0c\u5224\u65ad\u662f\u5426\u533f\u540d\n sku.username = user.username\n if sku.is_anonymous == True:\n sku.username = '****'\n return orders"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MUTATION_WHILE_ITERATE\n Error: MUTATION_WHILE_ITERATE\n\n Detected Errors:\n \u2022 Block at line 16 has no indented body\n\n Fix: Create a copy or use list comprehension instead"}]
| true
|
logical
|
MUTATION_WHILE_ITERATE
|
HIGH
|
07b77a97c35aea2ef5b761b745880bae3410a131
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import argparse import errno import logging import os import platform import signal import sys from collections import OrderedDict from contextlib import closing from distutils.version import StrictVersion from functools import partial from gettext import gettext from itertools import chain from pathlib import Path from time import sleep from typing import List import requests from socks import __version__ as socks_version from websocket import __version__ as websocket_version import streamlink.logger as logger from streamlink import NoPluginError, PluginError, StreamError, Streamlink, __version__ as streamlink_version from streamlink.cache import Cache from streamlink.exceptions import FatalPluginError from streamlink.plugin import Plugin, PluginOptions from streamlink.stream import StreamIO, StreamProcess from streamlink.utils.named_pipe import NamedPipe from streamlink_cli.argparser import build_parser from streamlink_cli.compat import DeprecatedPath, is_win32, stdout from streamlink_cli.console import ConsoleOutput, C
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,039
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport argparse\nimport errno\nimport logging\nimport os\nimport platform\nimport signal\nimport sys\nfrom collections import OrderedDict\nfrom contextlib import closing\nfrom distutils.version import StrictVersion\nfrom functools import partial\nfrom gettext import gettext\nfrom itertools import chain\nfrom pathlib import Path\nfrom time import sleep\nfrom typing import List\n\nimport requests\nfrom socks import __version__ as socks_version\nfrom websocket import __version__ as websocket_version\n\nimport streamlink.logger as logger\nfrom streamlink import NoPluginError, PluginError, StreamError, Streamlink, __version__ as streamlink_version\nfrom streamlink.cache import Cache\nfrom streamlink.exceptions import FatalPluginError\nfrom streamlink.plugin import Plugin, PluginOptions\nfrom streamlink.stream import StreamIO, StreamProcess\nfrom streamlink.utils.named_pipe import NamedPipe\nfrom streamlink_cli.argparser import build_parser\nfrom streamlink_cli.compat import DeprecatedPath, is_win32, stdout\nfrom streamlink_cli.console import ConsoleOutput, C"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07b88bc36babff3a11858ef34a69a78ca7bd4caf
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from io import BytesIO from io import StringIO import json from bson.dbref import DBRef import datetime from bson import json_util import logging import base64 def sortingReq(item): new_thrash_date = datetime.datetime.strptime(item["scan_date"], '%d-%m-%Y').date() return new_thrash_date def checkIfAutoThrashed(jsonData,tags): if(len(tags) < 3): return False a = mydb.userInfo.find_one({"name":jsonData["name"]}) newDbref = DBRef("mydb.userInfo",a["_id"]) foundMails = mydb.mltable.find({"otherdbref":newDbref,"status":"trash"}) foundMailsList = list(mydb.mltable.find({"otherdbref":newDbref,"status":"trash"})) if(len(foundMailsList) < 10): return False tagcount = 0 thrashcount = 0 for item in foundMails: for tag in tags: if(tag in item["tags"]): tagcount+=1 if(tagcount >= 3): thrashcount+=1 if(thrashcount >=10): return True return False def generateqrcode(jsonData,filenameJPG,tags,fromMFP): logger.debug("Received data for generating color code = ") logger.debug(jsonData) ilocation=1 today = datetime.datetime.now() date = str(today.day) time = str(today.hour) + ":" + str(today.minute) + ":" + str(today.second)+":"+str(today.microsecond) dateTimeNow = date+':'+time logger.debug("Current Datetime - "+dateTimeNow) dateTimeNow = str(today.day)+str(today.hour)+str(today.minute)+str(today.second)+(str(today.microsecond)[:2]) logger.debug("Unique Code - "+dateTimeNow) if(int(jsonData["cubicle"])>25 and int(jsonData["cubicle"])<=50): ilocation=2 elif(int(jsonData["cubicle"])>50 and int(jsonData["cubicle"])<=75): ilocation=3 else: ilocation=4 logger.debug(jsonData["building"]) colorCode=jsonCode["building"][jsonData["building"]]["id"]+':'+jsonCode["building"][jsonData["building"]]["divisi
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 50 • Unclosed '[' at line 50 - expected ']' Fix: Complete the truncated code structure
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,919
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom io import BytesIO\nfrom io import StringIO\nimport json\nfrom bson.dbref import DBRef\nimport datetime\nfrom bson import json_util\nimport logging \nimport base64\ndef sortingReq(item):\n new_thrash_date = datetime.datetime.strptime(item[\"scan_date\"], '%d-%m-%Y').date()\n return new_thrash_date\ndef checkIfAutoThrashed(jsonData,tags):\n if(len(tags) < 3):\n return False\n a = mydb.userInfo.find_one({\"name\":jsonData[\"name\"]})\n newDbref = DBRef(\"mydb.userInfo\",a[\"_id\"])\n foundMails = mydb.mltable.find({\"otherdbref\":newDbref,\"status\":\"trash\"})\n foundMailsList = list(mydb.mltable.find({\"otherdbref\":newDbref,\"status\":\"trash\"}))\n if(len(foundMailsList) < 10):\n return False\n tagcount = 0\n thrashcount = 0\n for item in foundMails:\n for tag in tags:\n if(tag in item[\"tags\"]):\n tagcount+=1\n if(tagcount >= 3):\n thrashcount+=1\n if(thrashcount >=10):\n return True\n return False\ndef generateqrcode(jsonData,filenameJPG,tags,fromMFP):\n logger.debug(\"Received data for generating color code = \")\n logger.debug(jsonData)\n ilocation=1\n today = datetime.datetime.now()\n date = str(today.day)\n time = str(today.hour) + \":\" + str(today.minute) + \":\" + str(today.second)+\":\"+str(today.microsecond)\n dateTimeNow = date+':'+time\n logger.debug(\"Current Datetime - \"+dateTimeNow)\n dateTimeNow = str(today.day)+str(today.hour)+str(today.minute)+str(today.second)+(str(today.microsecond)[:2])\n logger.debug(\"Unique Code - \"+dateTimeNow)\n if(int(jsonData[\"cubicle\"])>25 and int(jsonData[\"cubicle\"])<=50):\n ilocation=2\n elif(int(jsonData[\"cubicle\"])>50 and int(jsonData[\"cubicle\"])<=75):\n ilocation=3\n else:\n ilocation=4\n logger.debug(jsonData[\"building\"])\n colorCode=jsonCode[\"building\"][jsonData[\"building\"]][\"id\"]+':'+jsonCode[\"building\"][jsonData[\"building\"]][\"divisi"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 50\n \u2022 Unclosed '[' at line 50 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07b8d02790ae07e8540167a649afc0cab32e02e9
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # python3 # coding=utf-8 # Copyright 2020 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class BQToCMDAGTest(unittest.TestCase): def setUp(self): super(BQToCMDAGTest, self).setUp() self.addCleanup(mock.patch.stopall) self.build_impersonated_client_mock = mock.patch.object( cloud_auth, 'build_impersonated_client', autospec=True) self.build_impersonated_client_mock.return_value = mock.Mock() self.build_impersonated_client_mock.start() self.mock_variable = mock.patch.object( variable, 'Variable', autospec=True).start() # `side_effect` is assigned to `lambda` to dynamically return values # each time when self.mock_variable is called. self.mock_variable.get.side_effect = ( lambda key, value: AIRFLOW_VARIABLES[key]) self.original_bigquery_hook_init = bigquery_hook.BigQueryHook.__init__ bigquery_hook.BigQueryHook.__init__ = mock.MagicMock() self.original_monitoring_hook = monitoring_hook.MonitoringHook monitoring_hook.MonitoringHook = mock.MagicMock() def tearDown(self): super().tearDown() bigquery_hook.BigQueryHook.__init__ = self.original_bigquery_hook_init monitoring_hook.MonitoringHook = self.original_monitoring_hook def test_create_dag(self): """Tests that returned DAG contains correct DAG and tasks.""" expected_task_ids = ['bq_to_cm_retry_task', 'bq_to_cm_task'] test_dag = bq_to_cm_dag.BigQueryToCMDag( AIRFLOW_VARIABLES['dag_name']).create_dag() self.assertIsInstance(test_dag, dag.DAG) self.assertEqual(len(test_dag.tasks), len(expected_task_ids)) for expected_task_ids in test_dag.tasks: self.assertIsInstance(task, baseoperator.BaseOperator) actual_task_ids = [t.task_id for t in test_dag.tasks] self.assertListEqual(actual_task_ids, expected_task_ids) if __name__ == '__main__': unittest.main()
|
Error Analysis: Error Type: VARIABLE_SHADOWING Error: VARIABLE_SHADOWING Detected Errors: • Block at line 17 has no indented body Fix: Use different variable name in nested scope
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 2,383
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# python3\n# coding=utf-8\n# Copyright 2020 Google LLC.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass BQToCMDAGTest(unittest.TestCase):\n\n def setUp(self):\n super(BQToCMDAGTest, self).setUp()\n self.addCleanup(mock.patch.stopall)\n self.build_impersonated_client_mock = mock.patch.object(\n cloud_auth, 'build_impersonated_client', autospec=True)\n self.build_impersonated_client_mock.return_value = mock.Mock()\n self.build_impersonated_client_mock.start()\n self.mock_variable = mock.patch.object(\n variable, 'Variable', autospec=True).start()\n # `side_effect` is assigned to `lambda` to dynamically return values\n # each time when self.mock_variable is called.\n self.mock_variable.get.side_effect = (\n lambda key, value: AIRFLOW_VARIABLES[key])\n\n self.original_bigquery_hook_init = bigquery_hook.BigQueryHook.__init__\n bigquery_hook.BigQueryHook.__init__ = mock.MagicMock()\n\n self.original_monitoring_hook = monitoring_hook.MonitoringHook\n monitoring_hook.MonitoringHook = mock.MagicMock()\n\n def tearDown(self):\n super().tearDown()\n bigquery_hook.BigQueryHook.__init__ = self.original_bigquery_hook_init\n monitoring_hook.MonitoringHook = self.original_monitoring_hook\n\n def test_create_dag(self):\n \"\"\"Tests that returned DAG contains correct DAG and tasks.\"\"\"\n expected_task_ids = ['bq_to_cm_retry_task', 'bq_to_cm_task']\n\n test_dag = bq_to_cm_dag.BigQueryToCMDag(\n AIRFLOW_VARIABLES['dag_name']).create_dag()\n\n self.assertIsInstance(test_dag, dag.DAG)\n self.assertEqual(len(test_dag.tasks), len(expected_task_ids))\n for expected_task_ids in test_dag.tasks:\n self.assertIsInstance(task, baseoperator.BaseOperator)\n actual_task_ids = [t.task_id for t in test_dag.tasks]\n self.assertListEqual(actual_task_ids, expected_task_ids)\n\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Error: VARIABLE_SHADOWING\n\n Detected Errors:\n \u2022 Block at line 17 has no indented body\n\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
07b8f248ebba127a7ba553594c485e647090e69f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.core.management.base import BaseCommand import logging import re from talentmap_api.common.xml_helpers import XMLloader, strip_extra_spaces, parse_boolean, parse_date, get_nested_tag from talentmap_api.language.models import Language, Proficiency from talentmap_api.position.models import Grade, Skill, Position, CapsuleDescription, SkillCone from talentmap_api.organization.models import Organization, Post, TourOfDuty, Location, Country class Command(BaseCommand): help = 'Loads an XML into a supported file' logger = logging.getLogger(__name__) def __init__(self, *args, **kwargs): super(Command, self).__init__(*args, **kwargs) self.modes = { 'languages': mode_languages, 'proficiencies': mode_proficiencies, 'grades': mode_grades, 'skills': mode_skills, 'organizations': mode_organizations, 'positions': mode_positions, 'tours_of_duty': mode_tour_of_duty, 'posts': mode_post, 'countries': mode_country, 'locations': mode_location, 'capsule_descriptions': mode_capsule_description, 'skill_cone': mode_skill_cone } def add_arguments(self, parser): parser.add_argument('file', nargs=1, type=str, help="The XML file to load") parser.add_argument('type', nargs=1, type=str, choices=self.modes.keys(),
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 36 - expected ')' • SyntaxError: '(' was never closed at line 36 Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 1,419
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.core.management.base import BaseCommand\n\nimport logging\nimport re\n\nfrom talentmap_api.common.xml_helpers import XMLloader, strip_extra_spaces, parse_boolean, parse_date, get_nested_tag\nfrom talentmap_api.language.models import Language, Proficiency\nfrom talentmap_api.position.models import Grade, Skill, Position, CapsuleDescription, SkillCone\nfrom talentmap_api.organization.models import Organization, Post, TourOfDuty, Location, Country\n\n\nclass Command(BaseCommand):\n help = 'Loads an XML into a supported file'\n logger = logging.getLogger(__name__)\n\n def __init__(self, *args, **kwargs):\n super(Command, self).__init__(*args, **kwargs)\n\n self.modes = {\n 'languages': mode_languages,\n 'proficiencies': mode_proficiencies,\n 'grades': mode_grades,\n 'skills': mode_skills,\n 'organizations': mode_organizations,\n 'positions': mode_positions,\n 'tours_of_duty': mode_tour_of_duty,\n 'posts': mode_post,\n 'countries': mode_country,\n 'locations': mode_location,\n 'capsule_descriptions': mode_capsule_description,\n 'skill_cone': mode_skill_cone\n }\n\n def add_arguments(self, parser):\n parser.add_argument('file', nargs=1, type=str, help=\"The XML file to load\")\n parser.add_argument('type', nargs=1, type=str, choices=self.modes.keys(),"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 36 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 36\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
07b971c0c6fde3e7ed6901642724f170bca1dffb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- """ Unit tests for gluon.recfile """ import unittest import os import shutil import uuid from .fix_path import fix_sys_path fix_sys_path(__file__) from gluon import recfile class TestRecfile(unittest.TestCase): def setUp(self): os.mkdir('tests') def tearDown(self): shutil.rmtree('tests') def test_generation(self): for k in range(10): teststring = 'test%s' % k filename = os.path.join('tests', str(uuid.uuid4()) + '.test') with recfile.open(filename, "w") as g: g.write(teststring) self.assertEqual(recfile.open(filename, "r").read(), teststring) is_there = recfile.exists(filename) self.assertTrue(is_there) recfile.remove(filename) is_there = recfile.exists(filename) self.assertFalse(is_there) for k in range(10): teststring = 'test%s' % k filename = str(uuid.uuid4()) + '.test' with recfile.open(filename, "w", path='tests') as g: g.write(teststring) self.assertEqual(recfile.open(filename, "r", path='tests').read(), teststring) is_there = recfile.exists(filename, path='tests') self.assertTrue(is_there) recfile.remove(filename, path='tests') is_there = recfile.exists(filename, path='tests') self.assertFalse(is_there) for k in range(10): teststring = 'test%s' % k filename = os.path.join('tests', str(uuid.uuid4()), str(uuid.uuid4()) + '.test') with recfile.open(filename, "w") as g: g.write(teststring) self.assertEqual(recfile.open(filename, "r").read(), teststring) is_there = recfile.exists(filename) self.assertTrue(is_there) recfile.remove(filename) is_there = recfile.exists(filename) self.assertFalse(is_there) def test_existing(self): filename = os.path.join('tests', str(uuid.uuid4()) + '.test') with open(filename, 'w') as g: g.write('this file exists') self.assertTrue(recfile.exists(filename)) self.assertTrue(hasattr(recfile.open(filename, "r"), 'read')) recfile.remove(filename, path='tests') self.assertFalse(recfile.exists(filename)) self.assertRaises(IOError, recfile.remove, filename) self.assertRaises(IOError, recfile.open, filename, "r") if __name__ == '__main__': unittest.main()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 4 Block at line 18 has no indented body ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 32 💡 Suggestions: Add closing quote at line 4 Add docstring to class 'TestRecfile' Add docstring to function 'test_existing'
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 1
| 2,581
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n\"\"\"\n Unit tests for gluon.recfile\n\"\"\"\nimport unittest\nimport os\nimport shutil\nimport uuid\nfrom .fix_path import fix_sys_path\n\nfix_sys_path(__file__)\n\nfrom gluon import recfile\n\n\nclass TestRecfile(unittest.TestCase):\n\n def setUp(self):\n os.mkdir('tests')\n\n def tearDown(self):\n shutil.rmtree('tests')\n\n def test_generation(self):\n for k in range(10):\n teststring = 'test%s' % k\n filename = os.path.join('tests', str(uuid.uuid4()) + '.test')\n with recfile.open(filename, \"w\") as g:\n g.write(teststring)\n self.assertEqual(recfile.open(filename, \"r\").read(), teststring)\n is_there = recfile.exists(filename)\n self.assertTrue(is_there)\n recfile.remove(filename)\n is_there = recfile.exists(filename)\n self.assertFalse(is_there)\n for k in range(10):\n teststring = 'test%s' % k\n filename = str(uuid.uuid4()) + '.test'\n with recfile.open(filename, \"w\", path='tests') as g:\n g.write(teststring)\n self.assertEqual(recfile.open(filename, \"r\", path='tests').read(), teststring)\n is_there = recfile.exists(filename, path='tests')\n self.assertTrue(is_there)\n recfile.remove(filename, path='tests')\n is_there = recfile.exists(filename, path='tests')\n self.assertFalse(is_there)\n for k in range(10):\n teststring = 'test%s' % k\n filename = os.path.join('tests', str(uuid.uuid4()), str(uuid.uuid4()) + '.test')\n with recfile.open(filename, \"w\") as g:\n g.write(teststring)\n self.assertEqual(recfile.open(filename, \"r\").read(), teststring)\n is_there = recfile.exists(filename)\n self.assertTrue(is_there)\n recfile.remove(filename)\n is_there = recfile.exists(filename)\n self.assertFalse(is_there)\n\n def test_existing(self):\n filename = os.path.join('tests', str(uuid.uuid4()) + '.test')\n with open(filename, 'w') as g:\n g.write('this file exists')\n self.assertTrue(recfile.exists(filename))\n self.assertTrue(hasattr(recfile.open(filename, \"r\"), 'read'))\n recfile.remove(filename, path='tests')\n self.assertFalse(recfile.exists(filename))\n self.assertRaises(IOError, recfile.remove, filename)\n self.assertRaises(IOError, recfile.open, filename, \"r\")\n\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 4\n Block at line 18 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 4\n Add docstring to class 'TestRecfile'\n Add docstring to function 'test_existing'"}]
| false
| null | null | null |
07b9b8864e1cb2b18a6326e38faad88d4012991a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import json import os import subprocess from dotenv import load_dotenv from subprocess import check_output, Popen, PIPE load_dotenv() # Accessing variables. CLIENT_ID = os.environ.get('CLIENT_ID') CLIENT_SECRET = os.environ.get('CLIENT_SECRET') USERNAME = os.environ.get('USERNAME') BUCKET_NAME = os.environ.get('BUCKET_NAME') def get_lambda_functions(): function_dict = {} res = subprocess.Popen( ["aws", "lambda", "list-functions"], stdout=subprocess.PIPE ) output = res.communicate() function_dict.update(json.loads(output[0])) lambda_functions = get_lambda_functions() for lambda_function in lambda_functions: function_name = lambda_function['FunctionName'] subprocess.run([ "aws", "lambda", "update-function-configuration", "--function-name", f"{function_name}", "--environment", f"Variables={{CLIENT_ID={CLIENT_ID},CLIENT_SECRET={CLIENT_SECRET},USERNAME={USERNAME},BUCKET_NAME={BUCKET_NAME}}}" ]) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
intermediate
|
data_processing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 984
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport json\nimport os\nimport subprocess\n\nfrom dotenv import load_dotenv\nfrom subprocess import check_output, Popen, PIPE\n\nload_dotenv()\n\n# Accessing variables.\nCLIENT_ID = os.environ.get('CLIENT_ID')\nCLIENT_SECRET = os.environ.get('CLIENT_SECRET')\nUSERNAME = os.environ.get('USERNAME')\nBUCKET_NAME = os.environ.get('BUCKET_NAME')\n\n\ndef get_lambda_functions():\n function_dict = {}\n res = subprocess.Popen(\n [\"aws\", \"lambda\", \"list-functions\"],\n stdout=subprocess.PIPE\n )\n output = res.communicate()\n function_dict.update(json.loads(output[0]))\n\n\n\nlambda_functions = get_lambda_functions()\nfor lambda_function in lambda_functions:\n function_name = lambda_function['FunctionName']\n\n subprocess.run([\n \"aws\", \"lambda\", \"update-function-configuration\",\n \"--function-name\", f\"{function_name}\", \"--environment\",\n f\"Variables={{CLIENT_ID={CLIENT_ID},CLIENT_SECRET={CLIENT_SECRET},USERNAME={USERNAME},BUCKET_NAME={BUCKET_NAME}}}\"\n ])\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
07ba0eee7b3f5dcbd7cf03e65b5f80e0ede665d0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- ########################################################################### ## Python code generated with wxFormBuilder (version Aug 8 2018) ## http://www.wxformbuilder.org/ ## ## PLEASE DO *NOT* EDIT THIS FILE! ########################################################################### import wx import wx.xrc ########################################################################### ## Class MyFrame1 ########################################################################### class MyFrame1 ( wx.Frame ): ... [31 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF IndentationError at line 20 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 0
| 1
| 594
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*- \n\n###########################################################################\n## Python code generated with wxFormBuilder (version Aug 8 2018)\n## http://www.wxformbuilder.org/\n##\n## PLEASE DO *NOT* EDIT THIS FILE!\n###########################################################################\n\nimport wx\nimport wx.xrc\n\n###########################################################################\n## Class MyFrame1\n###########################################################################\n\nclass MyFrame1 ( wx.Frame ):\n \n\n ... [31 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n IndentationError at line 20\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
07baaefdacf7ace2738a920e7e9c1d5671078a05
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ dependencies.contrib.celery --------------------------- This module implements injectable Celery task. :copyright: (c) 2016-2020 by dry-python team. :license: BSD, see LICENSE for more details. """ from _dependencies.contrib.celery import shared_task from _dependencies.contrib.celery import task __all__ = ["shared_task", "task"]
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ✨ Improvements: Add closing quote at line 1
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 0
| 339
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\ndependencies.contrib.celery\n---------------------------\n\nThis module implements injectable Celery task.\n\n:copyright: (c) 2016-2020 by dry-python team.\n:license: BSD, see LICENSE for more details.\n\"\"\"\nfrom _dependencies.contrib.celery import shared_task\nfrom _dependencies.contrib.celery import task\n\n\n__all__ = [\"shared_task\", \"task\"]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
07babdb06c676058838f65ac7fea336d215d962b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def compose(*funcs): """Compose arbitrarily many functions, evaluated left to right. Reference: https://mathieularose.com/function-composition-in-python/ """ # return lambda x: reduce(lambda v, f: f(v), funcs, x) if funcs: return reduce(lambda f, g: lambda *a, **kw: g(f(*a, **kw)), funcs) else: raise ValueError('Composition of empty sequence not supported.') def letterbox_image(image, size): '''resize image with unchanged aspect ratio using padding''' iw, ih = image.size w, h = size scale = min(w/iw, h/ih) nw = int(iw*scale) nh = int(ih*scale) image = image.resize((nw,nh), Image.BICUBIC) new_image = Image.new('RGB', size, (128,128,128)) new_image.paste(image, ((w-nw)//2, (h-nh)//2)) return new_image def rand(a=0, b=1): return np.random.rand()*(b-a) + a ... [3 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 29: ... [3 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 9 💡 Suggestions: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 3
| 0
| 899
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef compose(*funcs):\n \"\"\"Compose arbitrarily many functions, evaluated left to right.\n\n Reference: https://mathieularose.com/function-composition-in-python/\n \"\"\"\n # return lambda x: reduce(lambda v, f: f(v), funcs, x)\n if funcs:\n return reduce(lambda f, g: lambda *a, **kw: g(f(*a, **kw)), funcs)\n else:\n raise ValueError('Composition of empty sequence not supported.')\n\ndef letterbox_image(image, size):\n '''resize image with unchanged aspect ratio using padding'''\n iw, ih = image.size\n w, h = size\n scale = min(w/iw, h/ih)\n nw = int(iw*scale)\n nh = int(ih*scale)\n\n image = image.resize((nw,nh), Image.BICUBIC)\n new_image = Image.new('RGB', size, (128,128,128))\n new_image.paste(image, ((w-nw)//2, (h-nh)//2))\n return new_image\n\ndef rand(a=0, b=1):\n return np.random.rand()*(b-a) + a\n\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 2\n Invalid syntax at line 29: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 9\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
| false
| null | null | null |
07bb317b5c0941f28a4da7f31413b20f4a8bda28
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import logging import pathlib logging.basicConfig(level=logging.INFO # Dirs ROOT_DIR = pathlib.Path(__file__).parent.absolute() DUMP_DIR = ROOT_DIR / 'dumps'
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 4 - expected ')' • SyntaxError: '(' was never closed at line 4 Fix: Add missing ')' bracket at line 4
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 160
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging\nimport pathlib\n\nlogging.basicConfig(level=logging.INFO\n\n# Dirs\nROOT_DIR = pathlib.Path(__file__).parent.absolute()\nDUMP_DIR = ROOT_DIR / 'dumps'"}, {"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 4 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 4\n\n Fix: Add missing ')' bracket at line 4"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
07bd6b46f25dcc6cd80de3063def3b5b81539dae
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import re from pyquery import PyQuery as pq from .. import utils from .constants import RANKINGS_SCHEME, RANKINGS_URL from six.moves.urllib.error import HTTPError class Rankings: """ Get all Associated Press (AP) rankings on a week-by-week basis. Grab a list of the rankings published by the Associated Press to easily query the hierarchy of teams each week. The results expose the current and previous rankings as well as the movement for each team in the list. Parameters ---------- year : string (optional) A string of the requested year to pull rankings from. Defaults to the most recent season. """ result = year + 1 # BUG: using before init def __init__(self, year=None): self._rankings = {} self._find_rankings(year) def _pull_rankings_page(self, year): """ Download the rankings page. Download the rankings page for the requested year and create a PyQuery object. Parameters ---------- year : string A string of the requested year to pull rankings from. Returns ------- PyQuery object Returns a PyQuery object of the rankings HTML page. """ try: return pq(RANKINGS_URL % year) except HTTPError: return None def _get_team(self, team): """ Retrieve team's name and abbreviation. The team's name and abbreviation are embedded within the 'school_name' tag and, in the case of the abbreviation, require special parsing as it is located in the middle of a URI. The name and abbreviation are returned for the requested school. Parameters ---------- team : PyQuery object A PyQuery object representing a single row in a table on the rankings page. Returns ------- tuple (string, string) Returns a tuple of two strings where the first string is the team's abbreviation, such as 'PURDUE' and the second string is the team's name, such as 'Purdue'. """ name_tag = team('td[data-stat="school_name"]') abbreviation = re.sub(r'.*/cfb/schools/', '', str(name_tag('a'))) abbreviation = re.sub(r'/.*', '', abbreviation) name = team('td[data-stat="school_name"] a').text() return abbreviation, name ... [4 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "year" before initialization Severity: CRITICAL Location: Line 22 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
|
advanced
|
api
|
logical_errors
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Pythoncode:Python
| 3
| 1
| 2,491
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport re\nfrom pyquery import PyQuery as pq\nfrom .. import utils\nfrom .constants import RANKINGS_SCHEME, RANKINGS_URL\nfrom six.moves.urllib.error import HTTPError\n\n\nclass Rankings:\n \"\"\"\n Get all Associated Press (AP) rankings on a week-by-week basis.\n\n Grab a list of the rankings published by the Associated Press to easily\n query the hierarchy of teams each week. The results expose the current and\n previous rankings as well as the movement for each team in the list.\n\n Parameters\n ----------\n year : string (optional)\n A string of the requested year to pull rankings from. Defaults to the\n most recent season.\n \"\"\"\n result = year + 1 # BUG: using before init\n def __init__(self, year=None):\n self._rankings = {}\n\n self._find_rankings(year)\n\n def _pull_rankings_page(self, year):\n \"\"\"\n Download the rankings page.\n\n Download the rankings page for the requested year and create a PyQuery\n object.\n\n Parameters\n ----------\n year : string\n A string of the requested year to pull rankings from.\n\n Returns\n -------\n PyQuery object\n Returns a PyQuery object of the rankings HTML page.\n \"\"\"\n try:\n return pq(RANKINGS_URL % year)\n except HTTPError:\n return None\n\n def _get_team(self, team):\n \"\"\"\n Retrieve team's name and abbreviation.\n\n The team's name and abbreviation are embedded within the 'school_name'\n tag and, in the case of the abbreviation, require special parsing as it\n is located in the middle of a URI. The name and abbreviation are\n returned for the requested school.\n\n Parameters\n ----------\n team : PyQuery object\n A PyQuery object representing a single row in a table on the\n rankings page.\n\n Returns\n -------\n tuple (string, string)\n Returns a tuple of two strings where the first string is the team's\n abbreviation, such as 'PURDUE' and the second string is the team's\n name, such as 'Purdue'.\n \"\"\"\n name_tag = team('td[data-stat=\"school_name\"]')\n abbreviation = re.sub(r'.*/cfb/schools/', '', str(name_tag('a')))\n abbreviation = re.sub(r'/.*', '', abbreviation)\n name = team('td[data-stat=\"school_name\"] a').text()\n return abbreviation, name\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"year\" before initialization\n Severity: CRITICAL\n\n Location: Line 22\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
07bd8ff47d8f5245f9a21b92c33b949fce1127a8
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import importlib from ditk import logging from collections import OrderedDict from functools import wraps import ding def register_runtime_fn(fn_name, runtime_name, shape): fn_name_mapping = { 'gae': ['hpc_rll.rl_utils.gae', 'GAE'], 'dist_nstep_td_error': ['hpc_rll.rl_utils.td', 'DistNStepTD'], 'LSTM': ['hpc_rll.torch_utils.network.rnn', 'LSTM'], 'ppo_error': ['hpc_rll.rl_utils.ppo', 'PPO'], 'q_nstep_td_error': ['hpc_rll.rl_utils.td', 'QNStepTD'], 'q_nstep_td_error_with_rescale': ['hpc_rll.rl_utils.td', 'QNStepTDRescale'], 'ScatterConnection': ['hpc_rll.torch_utils.network.scatter_connection', 'ScatterConnection'], 'td_lambda_error': ['hpc_rll.rl_utils.td', 'TDLambda'], 'upgo_loss': ['hpc_rll.rl_utils.upgo', 'UPGO'], 'vtrace_error': ['hpc_rll.rl_utils.vtrace', 'VTrace'], } fn_str = fn_name_mapping[fn_name] # Complete this line hpc_fn = cls(*shape).cuda() if fn_name not in hpc_fns: hpc_fns[fn_name] = OrderedDict() hpc_fns[fn_name][runtime_name] = hpc_fn while len(hpc_fns[fn_name]) > per_fn_limit: hpc_fns[fn_name].popitem(last=False) # print(hpc_fns) return hpc_fn def hpc_wrapper(shape_fn=None, namedtuple_data=False, include_args=[], include_kwargs=[], is_cls_method=False): def decorate(fn): @wraps(fn) ... [1 more functiondefs truncated] ...
|
The missing line is: cls = getattr(importlib.import_module(fn_str[0]), fn_str[1])
|
intermediate
|
data_processing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 1,459
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport importlib\nfrom ditk import logging\nfrom collections import OrderedDict\nfrom functools import wraps\nimport ding\ndef register_runtime_fn(fn_name, runtime_name, shape):\n fn_name_mapping = {\n 'gae': ['hpc_rll.rl_utils.gae', 'GAE'],\n 'dist_nstep_td_error': ['hpc_rll.rl_utils.td', 'DistNStepTD'],\n 'LSTM': ['hpc_rll.torch_utils.network.rnn', 'LSTM'],\n 'ppo_error': ['hpc_rll.rl_utils.ppo', 'PPO'],\n 'q_nstep_td_error': ['hpc_rll.rl_utils.td', 'QNStepTD'],\n 'q_nstep_td_error_with_rescale': ['hpc_rll.rl_utils.td', 'QNStepTDRescale'],\n 'ScatterConnection': ['hpc_rll.torch_utils.network.scatter_connection', 'ScatterConnection'],\n 'td_lambda_error': ['hpc_rll.rl_utils.td', 'TDLambda'],\n 'upgo_loss': ['hpc_rll.rl_utils.upgo', 'UPGO'],\n 'vtrace_error': ['hpc_rll.rl_utils.vtrace', 'VTrace'],\n }\n fn_str = fn_name_mapping[fn_name]\n # Complete this line\n hpc_fn = cls(*shape).cuda()\n if fn_name not in hpc_fns:\n hpc_fns[fn_name] = OrderedDict()\n hpc_fns[fn_name][runtime_name] = hpc_fn\n while len(hpc_fns[fn_name]) > per_fn_limit:\n hpc_fns[fn_name].popitem(last=False)\n # print(hpc_fns)\n return hpc_fn\n\n\ndef hpc_wrapper(shape_fn=None, namedtuple_data=False, include_args=[], include_kwargs=[], is_cls_method=False):\n\n def decorate(fn):\n\n @wraps(fn)\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n cls = getattr(importlib.import_module(fn_str[0]), fn_str[1])"}]
| false
| null | null | null |
07bd958d061b56e11538171ee991b3269000d33d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #Return the count of int(s) in passed array. def number_of_occur Error: SyntaxError / EOF
|
Fixed Code: #Return the count of int(s) in passed array. def number_of_occurrences(s, xs): return xs.count(s) Explanation: Complete the truncated code structure
|
beginner
|
general
|
error_fixing
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Pythoncode:Python
| 1
| 0
| 65
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#Return the count of int(s) in passed array. \ndef number_of_occur\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#Return the count of int(s) in passed array. \ndef number_of_occurrences(s, xs):\n return xs.count(s)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07be5334fc353ee2aa3b8e027797471255271069
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import re from zlib import crc32 from ..utils import snake_to_camel_case class TLObject: def __init__(self, fullname, object_id, args, result, is_function, layer): """ Initializes a new TLObject, given its properties. :param fullname: The fullname of the TL object (namespace.name) The namespace can be omitted. :param object_id: The hexadecimal string representing the object ID :param args: The arguments, if any, of the TL object :param result: The result type of the TL object :param is_function: Is the object a function or a type? :param layer: The layer this TLObject belongs to. """ # The name can or not have a namespace self.fullname = fullname if '.' in fullname: self.namespace, self.name = fullname.split('.', maxsplit=1) else: self.namespace, self.name = None, fullname self.args = args self.result = result
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 8 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 998
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport re\nfrom zlib import crc32\n\nfrom ..utils import snake_to_camel_case\n\nclass TLObject:\n def __init__(self, fullname, object_id, args, result, is_function, layer):\n \"\"\"\n Initializes a new TLObject, given its properties.\n\n :param fullname: The fullname of the TL object (namespace.name)\n The namespace can be omitted.\n :param object_id: The hexadecimal string representing the object ID\n :param args: The arguments, if any, of the TL object\n :param result: The result type of the TL object\n :param is_function: Is the object a function or a type?\n :param layer: The layer this TLObject belongs to.\n \"\"\"\n # The name can or not have a namespace\n self.fullname = fullname\n if '.' in fullname:\n self.namespace, self.name = fullname.split('.', maxsplit=1)\n else:\n self.namespace, self.name = None, fullname\n\n self.args = args\n self.result = result"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 8\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07bf6145f03382a8bd2f1aee40dd398c31e7d6c2
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: "Actions for compiling resx files" load( "@io_bazel_rules_dotnet//dotnet/private:providers.bzl", "DotnetResourceInfo", ) def _make_runner_arglist(dotnet, source, output, resgen): args = dotnet.actions.args() if type(source) == "Target": args.add_all(source.files) ... code continues ...
|
Completion: Missing: Function '_make_runner_arglist' is incomplete - body truncated To complete: • Complete the function '_make_runner_arglist' body and add missing return Example continuation: else: args.add(source) args.add(output) return args
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 290
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"Actions for compiling resx files\"\n\nload(\n \"@io_bazel_rules_dotnet//dotnet/private:providers.bzl\",\n \"DotnetResourceInfo\",\n)\n\ndef _make_runner_arglist(dotnet, source, output, resgen):\n args = dotnet.actions.args()\n\n if type(source) == \"Target\":\n args.add_all(source.files)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function '_make_runner_arglist' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function '_make_runner_arglist' body and add missing return\n\n Example continuation:\n else:\n args.add(source)\n args.add(output)\n\n return args"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
07c02ac3abe7a10db3f40c2457c57bca98b41742
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Owner(s): ["oncall: jit"] import torch import os import sys from torch.testing._internal.jit_utils import JitTestCase # Make the helper files in test/ importable pytorch_test_dir = os.path.dirname(os.path.dirname(os.path.realpath(__file__))) sys.path.append(pytorch_test_dir) if __name__ == '__main__': raise RuntimeError("This test file is not meant to be run directly, use:\n\n" "\tpython test/test_jit.py TESTNAME\n\n" "inste Error: SyntaxError: unterminated string literal
|
Fixed Code: # Owner(s): ["oncall: jit"] import torch import os import sys from torch.testing._internal.jit_utils import JitTestCase # Make the helper files in test/ importable pytorch_test_dir = os.path.dirname(os.path.dirname(os.path.realpath(__file__))) sys.path.append(pytorch_test_dir) if __name__ == '__main__': raise RuntimeError("This test file is not meant to be run directly, use:\n\n" "\tpython test/test_jit.py TESTNAME\n\n" "instead.") class TestModules(JitTestCase): def test_script_module_with_constants_list(self): """ Test that a module that has __constants__ set to something Explanation: Close the string literal with matching quote
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 2
| 483
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Owner(s): [\"oncall: jit\"]\n\nimport torch\nimport os\nimport sys\nfrom torch.testing._internal.jit_utils import JitTestCase\n\n# Make the helper files in test/ importable\npytorch_test_dir = os.path.dirname(os.path.dirname(os.path.realpath(__file__)))\nsys.path.append(pytorch_test_dir)\n\nif __name__ == '__main__':\n raise RuntimeError(\"This test file is not meant to be run directly, use:\\n\\n\"\n \"\\tpython test/test_jit.py TESTNAME\\n\\n\"\n \"inste\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Owner(s): [\"oncall: jit\"]\n\nimport torch\nimport os\nimport sys\nfrom torch.testing._internal.jit_utils import JitTestCase\n\n# Make the helper files in test/ importable\npytorch_test_dir = os.path.dirname(os.path.dirname(os.path.realpath(__file__)))\nsys.path.append(pytorch_test_dir)\n\nif __name__ == '__main__':\n raise RuntimeError(\"This test file is not meant to be run directly, use:\\n\\n\"\n \"\\tpython test/test_jit.py TESTNAME\\n\\n\"\n \"instead.\")\n\nclass TestModules(JitTestCase):\n def test_script_module_with_constants_list(self):\n \"\"\"\n Test that a module that has __constants__ set to something\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
07c0bb5052572bdefa7514e11ef8a10e0bb0427e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import gym import pix_sample_arena import time import pybullet as p import pybullet_data import cv2 if __name__ == "__main__": env = gym.make("pix_sample_arena-v0") x = 0 while True: p.s
|
Syntax Analysis:
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 207
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport gym\nimport pix_sample_arena\nimport time\nimport pybullet as p\nimport pybullet_data\nimport cv2\n\nif __name__ == \"__main__\":\n env = gym.make(\"pix_sample_arena-v0\")\n x = 0\n while True:\n p.s"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
07c0c2bb274ab76681ad18763446d5b0c976c985
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from datetime import time import pytest from i3_battery_block_vgg.timeparser import __parse_time_manually from i3_battery_block_vgg.timeparser import parse_time @pytest.mark.parametrize( "time_input, expected", [ ("12:13", time(hour=12, minute=13)), ("12:13:14", time(hour=12, minute=13, second=14)), ('00:54:00', time(hour=0, minute=54, second=0)) ] ) def test_manually_time_parsing(time_input: str, expected: time): assert __parse_time_manually(time_input) == expected, "manual time parsing has gone wrong"
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 554
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom datetime import time\n\nimport pytest\n\nfrom i3_battery_block_vgg.timeparser import __parse_time_manually\nfrom i3_battery_block_vgg.timeparser import parse_time\n\n\n@pytest.mark.parametrize(\n \"time_input, expected\",\n [\n (\"12:13\", time(hour=12, minute=13)),\n (\"12:13:14\", time(hour=12, minute=13, second=14)),\n ('00:54:00', time(hour=0, minute=54, second=0))\n ]\n)\ndef test_manually_time_parsing(time_input: str, expected: time):\n assert __parse_time_manually(time_input) == expected, \"manual time parsing has gone wrong\""}, {"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
|
07c22498468a49059683c71a90ec92358cf9e563
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # RUN: %PYTHON% %s 2>&1 | FileCheck %s from __future__ import annotations import mlir import pycde from pycde import (Input, Output, Parameter, module, externmodule, generator, def PolynomialCompute(coefficients: Coefficients): class PolynomialCompute: """Module to compute ax^3 + bx^2 + cx + d for design-time coefficients""" # Evaluate polynomial for 'x'. x = Input(types.i32) y = Output(types.int(8 * 4)) unused_parameter = Parameter(True) def __init__(self, name: str): """coefficients is in 'd' -> 'a' order.""" self.instanceName = name @staticmethod def get_module_name(): return "PolyComputeForCoeff_" + '_'.join( [str(x) for x in coefficients.coeff]) @generator def construct(mod): """Implement this module for input 'x'.""" x = mod.x taps = list() for power, coeff in enumerate(coefficients.coeff): coeffVal = hw.ConstantOp.create(types.i32, coeff) if power == 0: newPartialSum = coeffVal.result else: partialSum = taps[-1] if power == 1: currPow = x else: x_power = [x for i in range(power)] currPow = comb.MulOp.create(*x_power) newPartialSum = comb.AddOp.create( partialSum, comb.MulOp.create(coeffVal, currPow)) taps.append(newPartialSum) # Final output return {"y": taps[-1]} return PolynomialCompute @externmodule("supercooldevice") class CoolPolynomialCompute: x = Input(types.i32) y = Output(types.i32) def __init__(self, coefficients): self.coefficients = coefficients class Coefficients: def __init__(self, coeff): self.coeff = coeff class Polynomial(pycde.System): inputs = [] outputs = [('y', types.i32)] ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 6
| 4
| 1,855
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# RUN: %PYTHON% %s 2>&1 | FileCheck %s\n\nfrom __future__ import annotations\n\nimport mlir\n\nimport pycde\nfrom pycde import (Input, Output, Parameter, module, externmodule, generator,\ndef PolynomialCompute(coefficients: Coefficients):\n\n class PolynomialCompute:\n \"\"\"Module to compute ax^3 + bx^2 + cx + d for design-time coefficients\"\"\"\n\n # Evaluate polynomial for 'x'.\n x = Input(types.i32)\n y = Output(types.int(8 * 4))\n\n unused_parameter = Parameter(True)\n\n def __init__(self, name: str):\n \"\"\"coefficients is in 'd' -> 'a' order.\"\"\"\n self.instanceName = name\n\n @staticmethod\n def get_module_name():\n return \"PolyComputeForCoeff_\" + '_'.join(\n [str(x) for x in coefficients.coeff])\n\n @generator\n def construct(mod):\n \"\"\"Implement this module for input 'x'.\"\"\"\n\n x = mod.x\n taps = list()\n for power, coeff in enumerate(coefficients.coeff):\n coeffVal = hw.ConstantOp.create(types.i32, coeff)\n if power == 0:\n newPartialSum = coeffVal.result\n else:\n partialSum = taps[-1]\n if power == 1:\n currPow = x\n else:\n x_power = [x for i in range(power)]\n currPow = comb.MulOp.create(*x_power)\n newPartialSum = comb.AddOp.create(\n partialSum, comb.MulOp.create(coeffVal, currPow))\n\n taps.append(newPartialSum)\n\n # Final output\n return {\"y\": taps[-1]}\n\n return PolynomialCompute\n\n\n@externmodule(\"supercooldevice\")\nclass CoolPolynomialCompute:\n x = Input(types.i32)\n y = Output(types.i32)\n\n def __init__(self, coefficients):\n self.coefficients = coefficients\n\n\nclass Coefficients:\n\n def __init__(self, coeff):\n self.coeff = coeff\n\n\nclass Polynomial(pycde.System):\n inputs = []\n outputs = [('y', types.i32)]\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
07c22c6dbb3092192d2a4fddcabee0db528c9e22
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #! /usr/bin/env python import arc import sys import os def retrieve(uc, endpoints): # The ComputingServiceRetriever needs the UserConfig to know which credentials # to use in case of HTTPS connections retriever = arc.ComputingServiceRetriever(uc, endpoints) # the constructor of the ComputingServiceRetriever returns immediately sys.stdout.write('\n') sys.stdout.write("ComputingServiceRetriever created with the following endpoints:\n") for
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 13: for Fix: Complete the truncated code structure
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intermediate
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api
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error_detection
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Pythoncode:Python
| 1
| 0
| 470
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#! /usr/bin/env python\nimport arc\nimport sys\nimport os\n\ndef retrieve(uc, endpoints):\n # The ComputingServiceRetriever needs the UserConfig to know which credentials\n # to use in case of HTTPS connections\n retriever = arc.ComputingServiceRetriever(uc, endpoints)\n # the constructor of the ComputingServiceRetriever returns immediately\n sys.stdout.write('\\n')\n sys.stdout.write(\"ComputingServiceRetriever created with the following endpoints:\\n\")\n for"}, {"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 Invalid syntax at line 13: for\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07c24587d23b16e92b579d57a83d8cb4e84073ef
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # coding: utf-8 # # Copyright 2014 The Oppia Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS-IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class ActivityRights(object): """Domain object for the rights/publication status of an activity (an exploration or a collection). """ def __init__( self, exploration_id, owner_ids, editor_ids, translator_ids, viewer_ids, community_owned=False, cloned_from=None, status=ACTIVITY_STATUS_PRIVATE, viewable_if_private=False, first_published_msec=None): self.id = exploration_id self.owner_ids = owner_ids self.editor_ids = editor_ids self.translator_ids = translator_ids self.viewer_ids = viewer_ids self.community_owned = community_owned self.cloned_from = cloned_from self.status = status self.viewable_if_private = viewable_if_private self.first_published_msec = first_published_msec ... [48 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 1
| 1
| 1,500
| false
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# coding: utf-8\n#\n# Copyright 2014 The Oppia Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS-IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass ActivityRights(object):\n \"\"\"Domain object for the rights/publication status of an activity (an\n exploration or a collection).\n \"\"\"\n\n def __init__(\n self, exploration_id, owner_ids, editor_ids, translator_ids,\n viewer_ids, community_owned=False, cloned_from=None,\n status=ACTIVITY_STATUS_PRIVATE, viewable_if_private=False,\n first_published_msec=None):\n self.id = exploration_id\n self.owner_ids = owner_ids\n self.editor_ids = editor_ids\n self.translator_ids = translator_ids\n self.viewer_ids = viewer_ids\n self.community_owned = community_owned\n self.cloned_from = cloned_from\n self.status = status\n self.viewable_if_private = viewable_if_private\n self.first_published_msec = first_published_msec\n\n\n ... [48 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
07c2fc0684398b705e83193b8a4ddd1551624694
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """For neatly implementing static typing in packaging. `mypy` - the static type analysis tool we use - uses the `typing` module, which provides core functionality fundamental to mypy's functioning. Generally, `typing` would be imported at runtime and used in that fashion - it acts as a no-op at runtime and does not have any run-time overhead by design. As it turns out, `typing` is not vendorable - it uses separate sources for Python 2/Python 3. Thus, this codebase can not expect it to be present. To work around this, mypy allows the typing import to be behind a False-y optional to prevent it from running at runtime and type-comments can be used to remove the need for the types to be accessible directly during runtime. This module provides the False-y guard in a nicely named fashion so that a curious maintainer can reach here to read this. In packaging, all static-typing related imports should be guarded as follows: from packaging._typing import TYPE_CHECKING if TYPE_CHECKING: from typing import ... Ref: https://github.com/python/mypy/issues/3216 """ __all__ = ["TYPE_CHECKING", "cast"] # The TYPE_CHECKING constant defined by the typing module is False at runtime # but True while type checking. TYPE_CHECKING = False # pragma: no cover # typing's cast syntax requires calling typing.cast at runtime, but we don't # want to import typing at runtime. Here, we inform the type checkers that # we're importing `typing.cast` as `cast` and re-implement typing.cast's # runtime beha Error: SyntaxError: unterminated string literal
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Fixed Code: """For neatly implementing static typing in packaging. `mypy` - the static type analysis tool we use - uses the `typing` module, which provides core functionality fundamental to mypy's functioning. Generally, `typing` would be imported at runtime and used in that fashion - it acts as a no-op at runtime and does not have any run-time overhead by design. As it turns out, `typing` is not vendorable - it uses separate sources for Python 2/Python 3. Thus, this codebase can not expect it to be present. To work around this, mypy allows the typing import to be behind a False-y optional to prevent it from running at runtime and type-comments can be used to remove the need for the types to be accessible directly during runtime. This module provides the False-y guard in a nicely named fashion so that a curious maintainer can reach here to read this. In packaging, all static-typing related imports should be guarded as follows: Explanation: Close the string literal with matching quote
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intermediate
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api
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error_fixing
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Pythoncode:Python
| 1
| 0
| 1,520
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"For neatly implementing static typing in packaging.\n\n`mypy` - the static type analysis tool we use - uses the `typing` module, which\nprovides core functionality fundamental to mypy's functioning.\n\nGenerally, `typing` would be imported at runtime and used in that fashion -\nit acts as a no-op at runtime and does not have any run-time overhead by\ndesign.\n\nAs it turns out, `typing` is not vendorable - it uses separate sources for\nPython 2/Python 3. Thus, this codebase can not expect it to be present.\nTo work around this, mypy allows the typing import to be behind a False-y\noptional to prevent it from running at runtime and type-comments can be used\nto remove the need for the types to be accessible directly during runtime.\n\nThis module provides the False-y guard in a nicely named fashion so that a\ncurious maintainer can reach here to read this.\n\nIn packaging, all static-typing related imports should be guarded as follows:\n\n from packaging._typing import TYPE_CHECKING\n\n if TYPE_CHECKING:\n from typing import ...\n\nRef: https://github.com/python/mypy/issues/3216\n\"\"\"\n\n\n__all__ = [\"TYPE_CHECKING\", \"cast\"]\n\n# The TYPE_CHECKING constant defined by the typing module is False at runtime\n# but True while type checking.\nTYPE_CHECKING = False # pragma: no cover\n\n# typing's cast syntax requires calling typing.cast at runtime, but we don't\n# want to import typing at runtime. Here, we inform the type checkers that\n# we're importing `typing.cast` as `cast` and re-implement typing.cast's\n# runtime beha\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"For neatly implementing static typing in packaging.\n\n`mypy` - the static type analysis tool we use - uses the `typing` module, which\nprovides core functionality fundamental to mypy's functioning.\n\nGenerally, `typing` would be imported at runtime and used in that fashion -\nit acts as a no-op at runtime and does not have any run-time overhead by\ndesign.\n\nAs it turns out, `typing` is not vendorable - it uses separate sources for\nPython 2/Python 3. Thus, this codebase can not expect it to be present.\nTo work around this, mypy allows the typing import to be behind a False-y\noptional to prevent it from running at runtime and type-comments can be used\nto remove the need for the types to be accessible directly during runtime.\n\nThis module provides the False-y guard in a nicely named fashion so that a\ncurious maintainer can reach here to read this.\n\nIn packaging, all static-typing related imports should be guarded as follows:\n\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
07c453afd778414ad9fee5c8bcdaf13018eeb9f5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from cereal import car from common.numpy_fast import clip, interp from selfdrive.car import apply_toyota_steer_torque_limits, create_gas_interceptor_command, make_can_msg from selfdrive.car.toyota.toyotacan import create_steer_command, create_ui_command, \ class CarController(): def __init__(self, dbc_name, CP, VM): self.last_steer = 0 self.alert_active = False self.last_standstill = False self.standstill_req = False self.steer_rate_limited = False self.standstill_hack = opParams().get('standstill_hack') self.packer = CANPacker(dbc_name) self.gas = 0 self.accel = 0 ... [1 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 5: from selfdrive.car.toyota.toyotacan import create_steer_command, create_ui_command, \ class CarController(): ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
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ui
|
code_review
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Pythoncode:Python
| 1
| 1
| 659
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom cereal import car\nfrom common.numpy_fast import clip, interp\nfrom selfdrive.car import apply_toyota_steer_torque_limits, create_gas_interceptor_command, make_can_msg\nfrom selfdrive.car.toyota.toyotacan import create_steer_command, create_ui_command, \\\nclass CarController():\n def __init__(self, dbc_name, CP, VM):\n self.last_steer = 0\n self.alert_active = False\n self.last_standstill = False\n self.standstill_req = False\n self.steer_rate_limited = False\n self.standstill_hack = opParams().get('standstill_hack')\n\n self.packer = CANPacker(dbc_name)\n self.gas = 0\n self.accel = 0\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 5: from selfdrive.car.toyota.toyotacan import create_steer_command, create_ui_command, \\\nclass CarController():\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
07c4707b6186eda818ca02fcf8c20fba9ffa25c7
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from flask_wtf import FlaskForm from wtforms import StringField, SubmitField, SelectField from wtforms.validators import DataRequired class QRGenerator(FlaskForm): code_content = StringField('Content', validators=[DataRequired()]) code_size = SelectField('Size', choices=[('15', 'Size'), ('5', '5'), ('10', '10'), ('15', '15'), ('20', '20'), ('25', '25'), ('30', '30')]) code_color = SelectField('Colour', choices=[('white', 'Colour'), ("white", "White"), ('yellow', "Yellow"), ('lime', "Green"), ("#ffa500", "Orange")]) code_correction = SelectField('Error Correction', choices=[("H", "Error Correction"), ("H", "H"), ("L", "L"), ("M", "M"), ("Q", "Q")]) code_image = StringField('Image URL') generate_code = SubmitField('Generate QR Code')
|
Classes: QRGenerator This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 0
| 1
| 1,482
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom flask_wtf import FlaskForm\nfrom wtforms import StringField, SubmitField, SelectField\nfrom wtforms.validators import DataRequired\n\n\nclass QRGenerator(FlaskForm):\n code_content = StringField('Content', validators=[DataRequired()])\n code_size = SelectField('Size', choices=[('15', 'Size'),\n ('5', '5'),\n ('10', '10'),\n ('15', '15'),\n ('20', '20'),\n ('25', '25'),\n ('30', '30')])\n code_color = SelectField('Colour', choices=[('white', 'Colour'),\n (\"white\", \"White\"),\n ('yellow', \"Yellow\"),\n ('lime', \"Green\"),\n (\"#ffa500\", \"Orange\")])\n code_correction = SelectField('Error Correction', choices=[(\"H\", \"Error Correction\"),\n (\"H\", \"H\"),\n (\"L\", \"L\"),\n (\"M\", \"M\"),\n (\"Q\", \"Q\")])\n code_image = StringField('Image URL')\n generate_code = SubmitField('Generate QR Code')"}, {"role": "assistant", "content": " Classes: QRGenerator\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
07c638a7630e99e901331aada0e29b538ff7310d
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import pandas as pd import numpy as np def estimate_volatility(prices, l): """Create an exponential moving average model of the volatility of a stock price, and return the most recent (last) volatility estimate. Parameters ---------- prices : pandas.Series A series of adjusted closing prices for a stock. l : float The 'lambda' parameter of the exponential moving average model. Making this value smaller will cause the model to weight older terms less relative to more recent terms. Returns ------- last_vol : float The last element of your exponential moving averge volatility model series. """ # TODO: Implement the exponential moving average volatility model and return the last value. return prices.ewm(alpha=(1-l)).mean()[-1] def test_run(filename='data.csv'): """Test run get_most_volatile() with stock prices from a file.""" prices = pd.read_csv(filename, parse_dates=[ 'date'], index_col='date', squeeze=True) print("Most recent volatility estimate: {:.6f}".format(estimate_volatility(prices, 0.7))) # print(estimate_volatility(prices, 0.7)) if __name__ == '__main__': test_run()
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 6 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 10 Unexpected indentation at line 11 💡 Suggestions: Add closing quote at line 6 Unresolved TODO/FIXME at line 25 Remove debug print() at line 34 before production
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intermediate
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testing
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debugging
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Pythoncode:Python
| 2
| 0
| 1,259
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport pandas as pd\nimport numpy as np\n\n\ndef estimate_volatility(prices, l):\n \"\"\"Create an exponential moving average model of the volatility of a stock\n price, and return the most recent (last) volatility estimate.\n \n Parameters\n ----------\n prices : pandas.Series\n A series of adjusted closing prices for a stock.\n \n l : float\n The 'lambda' parameter of the exponential moving average model. Making\n this value smaller will cause the model to weight older terms less \n relative to more recent terms.\n \n Returns\n -------\n last_vol : float\n The last element of your exponential moving averge volatility model series.\n \n \"\"\"\n # TODO: Implement the exponential moving average volatility model and return the last value.\n\n return prices.ewm(alpha=(1-l)).mean()[-1]\n\n\ndef test_run(filename='data.csv'):\n \"\"\"Test run get_most_volatile() with stock prices from a file.\"\"\"\n prices = pd.read_csv(filename, parse_dates=[\n 'date'], index_col='date', squeeze=True)\n print(\"Most recent volatility estimate: {:.6f}\".format(estimate_volatility(prices, 0.7)))\n # print(estimate_volatility(prices, 0.7))\n\n\nif __name__ == '__main__':\n test_run()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 6\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 6\n Unresolved TODO/FIXME at line 25\n Remove debug print() at line 34 before production"}]
| false
| null | null | null |
07c6a477f6bfebee04a539e1d02b2df95226ab91
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import sys n, q = map(int, sys.stdin.readline().split()) s = '$' + sys.stdin.readline().rstrip() lr = zip(*[map(int, sys.stdin.read().split())] * 2) def main(): res = [None] * (n + 1); res[0] = 0 prev = '$' for i in range(1, n+1): res[i] = res[i-1] res[i] += (prev == 'A' and s[i] == 'C') & 1 prev = s[i] for l, r in lr: yield res[r] - res[l] if __name__ == '__main__': ans = main() print(*ans, sep='\n')
|
Syntax Analysis: Fixes: • Add docstring to function 'main' • Remove debug print() at line 20 before production
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intermediate
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machine_learning
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 483
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport sys\r\n\r\nn, q = map(int, sys.stdin.readline().split())\r\ns = '$' + sys.stdin.readline().rstrip()\nlr = zip(*[map(int, sys.stdin.read().split())] * 2)\r\n\r\ndef main():\r\n res = [None] * (n + 1); res[0] = 0\r\n prev = '$'\r\n for i in range(1, n+1):\r\n res[i] = res[i-1]\r\n res[i] += (prev == 'A' and s[i] == 'C') & 1\r\n prev = s[i]\r\n\r\n for l, r in lr:\r\n yield res[r] - res[l]\r\n\r\nif __name__ == '__main__':\r\n ans = main()\r\n print(*ans, sep='\\n')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to function 'main'\n \u2022 Remove debug print() at line 20 before production"}]
| true
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syntax
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BROKEN_INDENTATION
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MEDIUM
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07c6e4237d951b4abd908ba105b7d327ebecef98
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import torch import torch.nn as nn from DecoderLayer import DecoderLayer import math class Decoder(nn.Module): def __init__(self, output_dim, embed_dim, num_layers, num_heads, expand_dim, dropout, device, max_length = 30): super().__init__() self.tok_embedding = nn.Embedding(output_dim, embed_dim) #self.pos_embedding = nn.Embedding(max_length, embed_dim) self.pos_embedding = nn.Embedding.from_pretrained(self.get_positional_encoding(max_length, embed_dim)) self.layers = nn.ModuleList([DecoderLayer(embed_dim, num_heads, expand_dim, dropout) for _ in range(num_layers)]) self.fc_out = nn.Linear(embed_dim, output_dim) self.dropout = nn.Dropout(dropout) self.scale = torch.sqrt(torch.FloatTensor([embed_dim])).to(device) self.device = device def forward(self, trg, enc_src, trg_mask, src_mask): #trg = [batch size, trg len] #enc_src = [batch size, src len, embed dim] #trg_mask = [batch size, 1, trg len, trg len] #src_mask = [batch size, 1, 1, src len] batch_size = trg.shape[0] trg_len = trg.shape[1] pos = torch.arange(0, trg_len).unsqueeze(0).repeat(batch_size, 1).to(self.device) #pos = [batch size, trg len] trg = self.dropout((self.tok_embedding(trg) * self.scale) + self.pos_embedding(pos)) #trg = [batch size, trg len, embed dim] for layer in self.layers: trg = layer(trg, enc_src, trg_mask, src_mask) #trg = [batch size, trg len, embed dim] output = self.fc_out(trg) #output = [batch size, trg len, output dim] return output def get_positional_encoding(self, max_seq_len, embed_dim): pos_enc = torch.zeros(max_seq_len, embed_dim) position = torch.arange(0, max_seq_len).unsqueeze(1) div_term = torch.exp(torch.arange(0, embed_dim, 2) * (-math.log(10000.0) / embed_dim)) pos_enc[:, 0::2] = torch.sin(position * div_term) pos_enc[:, 1::2] = torch.cos(position * div_term) return pos_enc
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Functions: __init__, forward, get_positional_encoding Classes: Decoder This code demonstrates Pythoncode:Python programming.
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advanced
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machine_learning
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code_explanation
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Pythoncode:Python
| 3
| 1
| 2,262
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport torch\r\nimport torch.nn as nn\r\nfrom DecoderLayer import DecoderLayer\r\nimport math\r\n\r\nclass Decoder(nn.Module):\r\n def __init__(self, output_dim, embed_dim, num_layers, num_heads, expand_dim, dropout, device, max_length = 30):\r\n super().__init__()\r\n self.tok_embedding = nn.Embedding(output_dim, embed_dim)\r\n #self.pos_embedding = nn.Embedding(max_length, embed_dim)\r\n self.pos_embedding = nn.Embedding.from_pretrained(self.get_positional_encoding(max_length, embed_dim))\r\n self.layers = nn.ModuleList([DecoderLayer(embed_dim, num_heads, expand_dim, dropout) for _ in range(num_layers)])\r\n self.fc_out = nn.Linear(embed_dim, output_dim)\r\n self.dropout = nn.Dropout(dropout)\r\n self.scale = torch.sqrt(torch.FloatTensor([embed_dim])).to(device)\r\n self.device = device\r\n \r\n def forward(self, trg, enc_src, trg_mask, src_mask):\r\n #trg = [batch size, trg len]\r\n #enc_src = [batch size, src len, embed dim]\r\n #trg_mask = [batch size, 1, trg len, trg len]\r\n #src_mask = [batch size, 1, 1, src len]\r\n \r\n batch_size = trg.shape[0]\r\n trg_len = trg.shape[1]\r\n \r\n pos = torch.arange(0, trg_len).unsqueeze(0).repeat(batch_size, 1).to(self.device)\r\n \r\n #pos = [batch size, trg len]\r\n \r\n trg = self.dropout((self.tok_embedding(trg) * self.scale) + self.pos_embedding(pos))\r\n \r\n #trg = [batch size, trg len, embed dim]\r\n \r\n for layer in self.layers:\r\n trg = layer(trg, enc_src, trg_mask, src_mask)\r\n \r\n #trg = [batch size, trg len, embed dim]\r\n \r\n output = self.fc_out(trg)\r\n \r\n #output = [batch size, trg len, output dim]\r\n \r\n return output\r\n \r\n def get_positional_encoding(self, max_seq_len, embed_dim):\r\n pos_enc = torch.zeros(max_seq_len, embed_dim)\r\n position = torch.arange(0, max_seq_len).unsqueeze(1)\r\n div_term = torch.exp(torch.arange(0, embed_dim, 2) * (-math.log(10000.0) / embed_dim))\r\n\r\n pos_enc[:, 0::2] = torch.sin(position * div_term)\r\n pos_enc[:, 1::2] = torch.cos(position * div_term)\r\n return pos_enc"}, {"role": "assistant", "content": " Functions: __init__, forward, get_positional_encoding\n Classes: Decoder\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
07c71ca4f5171ffec7ba2da60f8676b83050c69c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """ Grains for Cisco NX-OS minions .. versionadded:: 2016.11.0 For documentation on setting up the nxos proxy minion look in the documentation for :mod:`salt.proxy.nxos<salt.proxy.nxos>`. """ import logging import salt.utils.nxos import salt.utils.platform from salt.exceptions import NxosClientError log = logging.getLogger(__name__) __proxyenabled__ = ["nxos"] __virtualname__ = "nxos" def __virtual__(): try: salt.utils.nxos.version_info() except NxosClientError as err: return False, err return __virtualname__ def system_information(proxy=None): if salt.utils.platform.is_proxy(): if proxy is None: return {} if proxy["nxos.initialized"]() is False: return {} return {"nxos": proxy["nxos.grains"]()} else: data = salt.utils.nxos.version_info() return salt.utils.nxos.system_info(data)
|
Functions: __virtual__, system_information This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 901
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"\nGrains for Cisco NX-OS minions\n\n.. versionadded:: 2016.11.0\n\nFor documentation on setting up the nxos proxy minion look in the documentation\nfor :mod:`salt.proxy.nxos<salt.proxy.nxos>`.\n\"\"\"\n\nimport logging\n\nimport salt.utils.nxos\nimport salt.utils.platform\nfrom salt.exceptions import NxosClientError\n\nlog = logging.getLogger(__name__)\n\n__proxyenabled__ = [\"nxos\"]\n__virtualname__ = \"nxos\"\n\n\ndef __virtual__():\n try:\n salt.utils.nxos.version_info()\n except NxosClientError as err:\n return False, err\n\n return __virtualname__\n\n\ndef system_information(proxy=None):\n if salt.utils.platform.is_proxy():\n if proxy is None:\n return {}\n if proxy[\"nxos.initialized\"]() is False:\n return {}\n return {\"nxos\": proxy[\"nxos.grains\"]()}\n else:\n data = salt.utils.nxos.version_info()\n return salt.utils.nxos.system_info(data)"}, {"role": "assistant", "content": " Functions: __virtual__, system_information\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
07c821ec1109c1e7667cac57580d2ee557fe694c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from typing import List, Optional, Tuple from tmsproviderapisdk.tms_extended_model import TmsExtendedModel class TmsDevice(TmsExtendedModel): _path_url = "/devices/" def __init__(self, unique_id: str, account: int, device_id: int = None, ipaddr: str = None, mac: str = None, remote_custom_field: str = None, comment: str = None, last_online: str = None, last_fw_ver: str = None, first_online: str = None, use_nat: bool = False, operation_system: str = None, udpxy_addr: str = None, device_type: int = None, provider: int = None): self.unique_id = unique_id self.account = account self.id = device_id self.ipaddr = ipaddr self.mac = mac self.remote_custom_field = remote_custom_field self.comment = comment self.last_online = last_online self.last_fw_ver = last_fw_ver self.first_online = first_online self.use_nat = use_nat self.operation_system = operation_system self.udpxy_addr = udpxy_addr self.device_type = device_type ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.provider = provider @staticmethod def _dict_to_object(device_dict: dict) -> object: device = TmsDevice(
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 1,099
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom typing import List, Optional, Tuple\nfrom tmsproviderapisdk.tms_extended_model import TmsExtendedModel\n\n\nclass TmsDevice(TmsExtendedModel):\n _path_url = \"/devices/\"\n\n def __init__(self, unique_id: str, account: int, device_id: int = None, ipaddr: str = None, mac: str = None,\n remote_custom_field: str = None, comment: str = None, last_online: str = None, last_fw_ver: str = None,\n first_online: str = None, use_nat: bool = False, operation_system: str = None, udpxy_addr: str = None,\n device_type: int = None, provider: int = None):\n\n self.unique_id = unique_id\n self.account = account\n self.id = device_id\n self.ipaddr = ipaddr\n self.mac = mac\n self.remote_custom_field = remote_custom_field\n self.comment = comment\n self.last_online = last_online\n self.last_fw_ver = last_fw_ver\n self.first_online = first_online\n self.use_nat = use_nat\n self.operation_system = operation_system\n self.udpxy_addr = udpxy_addr\n self.device_type = device_type\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.provider = provider\n\n @staticmethod\n def _dict_to_object(device_dict: dict) -> object:\n device = TmsDevice("}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07c8e1478041c57a7ff67d2397fd305a48517875
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class Space(object): def __init__(self, L, dim): self.L = L self.dim = dim @property def L_half(self): return self.L / 2.0 @property def A(self): return self.L ** self.dim def iterate(self, *args, **kwargs): pass def __repr__(self): fs = [('L', self.L), ('dim', self.dim)] return make_repr_str(self, fs) class Field(Space): def __init__(self, L, dim, dx): Space.__init__(self, L, dim) self.M = int(round(self.L / dx)) @property def dx(self): return self.L / self.M @property def A_i(self): return self.M ** self.dim @property def dA(self): return self.dx ** self.dim def density_field(self, r): return density(r, self.L, self.dx) def r_to_i(self, r): return lattice.r_to_i(r, self.L, self.dx) def i_to_r(self, i): return lattice.i_to_r(i, self.L, self.dx) def __repr__(self): fs = [('L', self.L), ('dim', self.dim), ('dx', self.dx)] return make_repr_str(self, fs) class Scalar(Field): def __init__(self, L, dim, dx, a_0=0.0): Field.__init__(self, L, dim, dx) self.a = np.ones(self.dim * (self.M,), dtype=np.float) * a_0 def grad(self): return _grad(self.a, self.dx) def grad_i(self, r): return _grad_i(self.a, self.r_to_i(r), self.dx) def laplacian(self): return _laplace(self.a, self.dx) def __repr__(self): fs = [('L', self.L), ('dim', self.dim), ('dx', self.dx), ('a_0', self.a_0)] return make_repr_str(self, fs) class Diffusing(Scalar): def __init__(self, L, dim, dx, D, dt, a_0=0.0): Scalar.__init__(self, L, dim, dx, a_0=a_0) self.D = D self.dt = dt if self.D > self.dx ** 2 / (2.0 * self.dim * self.dt): raise Exception('Unstable diffusion constant') def iterate(self): self.a += self.D * self.laplacian() * self.dt def __repr__(self): fs = [('L', self.L), ('dim', self.dim), ('dx', self.dx), ('D', self.D), ('dt', self.dt), ('a_0', self.a_0)] return make_repr_str(self, fs) class WalledScalar(Scalar): def __init__(self, L, dim, dx, walls, a_0=0.0): Scalar.__init__(self, L, dim, dx, a_0=a_0) self.walls = walls # Make field zero-valued where obstructed self.a *= np.logical_not(self.walls) def grad(self): return _walled_grad(self.a, self.dx, self.walls) def grad_i(self, r): return _walled_grad_i(self.a, self.r_to_i(r), self.dx, self.walls) def laplacian(self): return _walled_laplace(self.a, self.dx, self.walls) ... [12 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 1 has no indented body Block at line 23 has no indented body Block at line 55 has no indented body Block at line 76 has no indented body Block at line 95 has no indented body Invalid syntax at line 114: ... [12 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 8 Unexpected indentation at line 12 Unexpected indentation at line 20 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 34 Unexpected indentation at line 38 Unexpected indentation at line 52 Unexpected indentation at line 59 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 91 Unexpected indentation at line 92 Unexpected indentation at line 99 Unexpected indentation at line 100 Unexpected indentation at line 101 Unexpected indentation at line 108 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 25
| 5
| 2,802
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass Space(object):\n\n def __init__(self, L, dim):\n self.L = L\n self.dim = dim\n\n @property\n def L_half(self):\n return self.L / 2.0\n\n @property\n def A(self):\n return self.L ** self.dim\n\n def iterate(self, *args, **kwargs):\n pass\n\n def __repr__(self):\n fs = [('L', self.L), ('dim', self.dim)]\n return make_repr_str(self, fs)\n\n\nclass Field(Space):\n\n def __init__(self, L, dim, dx):\n Space.__init__(self, L, dim)\n self.M = int(round(self.L / dx))\n\n @property\n def dx(self):\n return self.L / self.M\n\n @property\n def A_i(self):\n return self.M ** self.dim\n\n @property\n def dA(self):\n return self.dx ** self.dim\n\n def density_field(self, r):\n return density(r, self.L, self.dx)\n\n def r_to_i(self, r):\n return lattice.r_to_i(r, self.L, self.dx)\n\n def i_to_r(self, i):\n return lattice.i_to_r(i, self.L, self.dx)\n\n def __repr__(self):\n fs = [('L', self.L), ('dim', self.dim), ('dx', self.dx)]\n return make_repr_str(self, fs)\n\n\nclass Scalar(Field):\n\n def __init__(self, L, dim, dx, a_0=0.0):\n Field.__init__(self, L, dim, dx)\n self.a = np.ones(self.dim * (self.M,), dtype=np.float) * a_0\n\n def grad(self):\n return _grad(self.a, self.dx)\n\n def grad_i(self, r):\n return _grad_i(self.a, self.r_to_i(r), self.dx)\n\n def laplacian(self):\n return _laplace(self.a, self.dx)\n\n def __repr__(self):\n fs = [('L', self.L), ('dim', self.dim), ('dx', self.dx),\n ('a_0', self.a_0)]\n return make_repr_str(self, fs)\n\n\nclass Diffusing(Scalar):\n\n def __init__(self, L, dim, dx, D, dt, a_0=0.0):\n Scalar.__init__(self, L, dim, dx, a_0=a_0)\n self.D = D\n self.dt = dt\n\n if self.D > self.dx ** 2 / (2.0 * self.dim * self.dt):\n raise Exception('Unstable diffusion constant')\n\n def iterate(self):\n self.a += self.D * self.laplacian() * self.dt\n\n def __repr__(self):\n fs = [('L', self.L), ('dim', self.dim), ('dx', self.dx),\n ('D', self.D), ('dt', self.dt), ('a_0', self.a_0)]\n return make_repr_str(self, fs)\n\n\nclass WalledScalar(Scalar):\n\n def __init__(self, L, dim, dx, walls, a_0=0.0):\n Scalar.__init__(self, L, dim, dx, a_0=a_0)\n self.walls = walls\n # Make field zero-valued where obstructed\n self.a *= np.logical_not(self.walls)\n\n def grad(self):\n return _walled_grad(self.a, self.dx, self.walls)\n\n def grad_i(self, r):\n return _walled_grad_i(self.a, self.r_to_i(r), self.dx,\n self.walls)\n\n def laplacian(self):\n return _walled_laplace(self.a, self.dx, self.walls)\n\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 1 has no indented body\n Block at line 23 has no indented body\n Block at line 55 has no indented body\n Block at line 76 has no indented body\n Block at line 95 has no indented body\n Invalid syntax at line 114: ... [12 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 8\n Unexpected indentation at line 12\n Unexpected indentation at line 20\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 34\n Unexpected indentation at line 38\n Unexpected indentation at line 52\n Unexpected indentation at line 59\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 91\n Unexpected indentation at line 92\n Unexpected indentation at line 99\n Unexpected indentation at line 100\n Unexpected indentation at line 101\n Unexpected indentation at line 108\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
07ca1045f3d1ae1412959e210adfbad3cf54eff0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ ASGI config for example_django project. It exposes the ASGI callable as a module-level variable named ``application``. For more information on this file, see https://docs.djangoproject.com/en/3.2/ho
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 1 • SyntaxError: unterminated triple-quoted string literal (detected at line 7) at line 1 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 204
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nASGI config for example_django project.\n\nIt exposes the ASGI callable as a module-level variable named ``application``.\n\nFor more information on this file, see\nhttps://docs.djangoproject.com/en/3.2/ho"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 1\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 7) at line 1\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07cb2143ea47874c58c2e1ce2165dfb24f78e2e2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def get_bivariate_distribution(params, crit_func, grid_delta, grid_beta): """Compute value of criterion function. Args: params (pd.DataFrame): DataFrame containing model parameters. crit_func (dict): Dictionary containing model options. grid_delta (np.array): Values of discount factor. grid_beta (np.array): Values of present-bias parameter. Returns: pd.DataFrame """ results = [] for beta, delta in tqdm(itertools.product(grid_beta, grid_delta)): params_ = params.copy() params_.loc[("beta", "beta"), "value"] = beta params_.loc[("delta", "delta"), "value"] = delta val = crit_func(params_ result = {"beta": beta, "delta": delta, "val": val} results.append(result) return pd.DataFrame.from_dict(results) if __name__ == "__main__": # load params params = pd.read_csv( ppj("IN_MODEL_SPECS", "params_hyp.csv"), sep=";", index_col=["category", "name"], ) params["value"] = params["value"].astype(float) # load options with open(ppj("IN_MODEL_SPECS", "options_hyp.yaml")) as options: options = yaml.safe_load(options) # get empirical moments empirical_moments = _load_pickle(ppj("OUT_ANALYSIS", "msm_estimation", "moments_hyp.pickle")) # get weighting matrix weighting_matrix = _load_pickle( ppj("OUT_ANALYSIS", "msm_estimation", "weighting_matrix_hyp.pickle") ) calc_moments = { "Choice Probabilities Very Restricted": calc_very_restricted_choice_probabilities, "Choice Probabilities Restricted": calc_restricted_choice_probabilities, "Choice Probabilities Unrestricted": calc_unrestricted_choice_probabilities, "Wage Distribution Very Restricted": calc_very_restricted_wage_distribution, "Wage Distribution Restricted": calc_restricted_wage_distribution, "Wage Distribution Unrestricted": calc_unrestricted_wage_distribution, } with _temporary_working_directory(snippet="heatmap"): # get criterion function weighted_sum_squared_errors = rp.get_moment_errors_func( params=params, options=options, calc_moments=calc_moments, replace_nans=_replace_nans, empirical_moments=empirical_moments, weighting_matrix=weighting_matrix, ) # get bivariate distribution results results = get_bivariate_distribution( crit_func=weighted_sum_squared_errors, params=params, grid_delta=np.arange(0.945, 0.9625, 0.0025), grid_beta=np.arange(0.75, 1.05, 0.01), ) results.to_csv(ppj("OUT_ANALYSIS", "heatmap.csv"))
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unterminated string literal at line 2 • Unclosed '(' at line 20 - expected ')' • Block at line 27 has no indented body Fix: Add missing ')' bracket at line 20
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 2,742
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef get_bivariate_distribution(params, crit_func, grid_delta, grid_beta):\n \"\"\"Compute value of criterion function.\n\n Args:\n params (pd.DataFrame): DataFrame containing model parameters.\n crit_func (dict): Dictionary containing model options.\n grid_delta (np.array): Values of discount factor.\n grid_beta (np.array): Values of present-bias parameter.\n\n Returns:\n pd.DataFrame\n\n \"\"\"\n results = []\n\n for beta, delta in tqdm(itertools.product(grid_beta, grid_delta)):\n params_ = params.copy()\n params_.loc[(\"beta\", \"beta\"), \"value\"] = beta\n params_.loc[(\"delta\", \"delta\"), \"value\"] = delta\n val = crit_func(params_\n result = {\"beta\": beta, \"delta\": delta, \"val\": val}\n results.append(result)\n\n return pd.DataFrame.from_dict(results)\n\n\nif __name__ == \"__main__\":\n\n # load params\n params = pd.read_csv(\n ppj(\"IN_MODEL_SPECS\", \"params_hyp.csv\"),\n sep=\";\",\n index_col=[\"category\", \"name\"],\n )\n params[\"value\"] = params[\"value\"].astype(float)\n\n # load options\n with open(ppj(\"IN_MODEL_SPECS\", \"options_hyp.yaml\")) as options:\n options = yaml.safe_load(options)\n\n # get empirical moments\n empirical_moments = _load_pickle(ppj(\"OUT_ANALYSIS\", \"msm_estimation\", \"moments_hyp.pickle\"))\n\n # get weighting matrix\n weighting_matrix = _load_pickle(\n ppj(\"OUT_ANALYSIS\", \"msm_estimation\", \"weighting_matrix_hyp.pickle\")\n )\n\n calc_moments = {\n \"Choice Probabilities Very Restricted\": calc_very_restricted_choice_probabilities,\n \"Choice Probabilities Restricted\": calc_restricted_choice_probabilities,\n \"Choice Probabilities Unrestricted\": calc_unrestricted_choice_probabilities,\n \"Wage Distribution Very Restricted\": calc_very_restricted_wage_distribution,\n \"Wage Distribution Restricted\": calc_restricted_wage_distribution,\n \"Wage Distribution Unrestricted\": calc_unrestricted_wage_distribution,\n }\n\n with _temporary_working_directory(snippet=\"heatmap\"):\n\n # get criterion function\n weighted_sum_squared_errors = rp.get_moment_errors_func(\n params=params,\n options=options,\n calc_moments=calc_moments,\n replace_nans=_replace_nans,\n empirical_moments=empirical_moments,\n weighting_matrix=weighting_matrix,\n )\n\n # get bivariate distribution results\n results = get_bivariate_distribution(\n crit_func=weighted_sum_squared_errors,\n params=params,\n grid_delta=np.arange(0.945, 0.9625, 0.0025),\n grid_beta=np.arange(0.75, 1.05, 0.01),\n )\n\n results.to_csv(ppj(\"OUT_ANALYSIS\", \"heatmap.csv\"))"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unterminated string literal at line 2\n \u2022 Unclosed '(' at line 20 - expected ')'\n \u2022 Block at line 27 has no indented body\n\n Fix: Add missing ')' bracket at line 20"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
07cc54388c8061e52f8dc1aa33c14d904afe5143
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from dataclasses import dataclass from space_game.domain_names import KeyId from space_game.events.Event import Event @dataclass class KeyPressedEvent(Event): key_id: KeyId
|
Code Review: ✨ Improvements: Add docstring to class 'KeyPressedEvent' Code looks good! Consider edge cases Add comprehensive tests
|
beginner
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 180
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom dataclasses import dataclass\n\nfrom space_game.domain_names import KeyId\nfrom space_game.events.Event import Event\n\n\n@dataclass\nclass KeyPressedEvent(Event):\n key_id: KeyId"}, {"role": "assistant", "content": " Code Review:\n\n\n\u2728 Improvements:\n Add docstring to class 'KeyPressedEvent'\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
07cdddcbeb3cb4de7a49a05fd2f00ba890200e08
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import pymsteams import logging from oncall.constants import TEAMS_SUPPORT class teams_messenger(object): supports = frozenset([TEAMS_SUPPORT]) def __init__(self, config): self.webhook = config['webhook'] def send(self, message): heading = message.get("subject") final_message = "User: " + message.get("user") + " Message: " + message.get("body") try: myTeamsMessage = pymsteams.connectorcard(self.webhook) myTeamsMessage.title(str(heading)) myTeamsMessage.text(str(final_message)) myTeamsMessage.send() except: logging.info("An issue occured while sending message to teams messenger")
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Code Review: ⚠️ Code quality: Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Bare 'except:' catches all exceptions - be specific ✨ Improvements: Add docstring to class 'teams_messenger'
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advanced
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oop
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code_review
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Pythoncode:Python
| 2
| 1
| 703
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pymsteams\nimport logging\nfrom oncall.constants import TEAMS_SUPPORT\n\n\nclass teams_messenger(object):\n supports = frozenset([TEAMS_SUPPORT])\n\n def __init__(self, config):\n self.webhook = config['webhook']\n\n def send(self, message):\n heading = message.get(\"subject\")\n final_message = \"User: \" + message.get(\"user\") + \" Message: \" + message.get(\"body\")\n\n try:\n myTeamsMessage = pymsteams.connectorcard(self.webhook)\n myTeamsMessage.title(str(heading))\n myTeamsMessage.text(str(final_message))\n myTeamsMessage.send()\n except:\n logging.info(\"An issue occured while sending message to teams messenger\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 14\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 Bare 'except:' catches all exceptions - be specific\n\n\u2728 Improvements:\n Add docstring to class 'teams_messenger'"}]
| false
| null | null | null |
07cebbfa2f7886d8fbfa5e82f77ae6da2ef52744
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # + # # Copyright 2016 The BigDL Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable l
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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advanced
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api
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error_detection
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Pythoncode:Python
| 0
| 1
| 305
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# +\n#\n# Copyright 2016 The BigDL Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable l"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\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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07cf43823d8f9a2b976bcf3456b4ba03ebef67d9
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import math import numpy as np import scipy as sp import scipy.linalg import torch import torch.nn as nn import torch.nn.init as init import torch.nn.functional as F from nf.utils import unconstrained_RQS # supported non-linearities: note that the function must be invertible class Planar(nn.Module): """ Planar flow. z = f(x) = x + u h(wᵀx + b) [Rezende and Mohamed, 2015] """ def __init__(self, dim, nonlinearity=torch.tanh): super().__init__() self.h = nonlinearity self.w = nn.Parameter(torch.Tensor(dim)) self.u = nn.Parameter(torch.Tensor(dim)) self.b = nn.Parameter(torch.Tensor(1)) self.reset_parameters(dim) def reset_parameters(self, dim): init.uniform_(self.w, -math.sqrt(1/dim), math.sqrt(1/dim)) init.uniform_(self.u, -math.sqrt(1/dim), math.sqrt(1/dim)) init.uniform_(self.b, -math.sqrt(1/dim), math.sqrt(1/dim)) def forward(self, x): """ Given x, returns z and the log-determinant log|df/dx|. Returns ------- """ if self.h in (F.elu, F.leaky_relu): u = self.u elif self.h == torch.tanh: scal = torch.log(1+torch.exp(self.w @ self.u)) - self.w @ self.u - 1 u = self.u + scal * self.w / torch.norm(self.w) else: raise NotImplementedError("Non-linearity is not supported.") lin = torch.unsqueeze(x @ self.w, 1) + self.b z = x + u * self.h(lin) phi = functional_derivatives[self.h](lin) * self.w log_det = torch.log(torch.abs(1 + phi @ u) + 1e-4) return z, log_det def backward(self, z): raise NotImplementedError("Planar flow has no algebraic inverse.")
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class Radial(nn.Module): """ Radial flow. z = f(x) = = x + β h(α, r)(z − z0) [Rezende and Mohamed 2015] """ def __init__(self, dim): super().__init__() self.x0 = nn.Parameter(torch.Tensor(dim)) self.log_alpha = nn.Parameter(torch.Tensor(1)) self.beta = nn.Parameter(torch.Tensor(1)) def reset_parameters(dim): init.uniform_(self.z0, -math.sqrt(1/dim), math.sqrt(1/dim)) init.uniform_(self.log_alpha, -math.sqrt(1/dim), math.sqrt(1/dim)) init.uniform_(self.beta, -math.sqrt(1/dim), math.sqrt(1/dim)) def forward(self, x): """ Given x, returns z and the log-determinant log|df/dx|. """ m, n = x.shape r = torch.norm(x - self.x0) h = 1 / (torch.exp(self.log_alpha) + r) beta = -torch.exp(self.log_alpha) + torch.log(1 + torch.exp(self.beta)) z = x + beta * h * (x - self.x0) log_det = (n - 1) * torch.log(1 + beta * h) + \ torch.log(1 + beta * h - \ beta * r / (torch.exp(self.log_alpha) + r) ** 2) return z, log_det ... [29 more classdefs truncated] ...
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advanced
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database
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code_completion
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Pythoncode:Python
| 7
| 2
| 2,930
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport math\nimport numpy as np\nimport scipy as sp\nimport scipy.linalg\nimport torch\nimport torch.nn as nn\nimport torch.nn.init as init\nimport torch.nn.functional as F\nfrom nf.utils import unconstrained_RQS\n\n# supported non-linearities: note that the function must be invertible\nclass Planar(nn.Module):\n \"\"\"\n Planar flow.\n\n z = f(x) = x + u h(w\u1d40x + b)\n\n [Rezende and Mohamed, 2015]\n \"\"\"\n def __init__(self, dim, nonlinearity=torch.tanh):\n super().__init__()\n self.h = nonlinearity\n self.w = nn.Parameter(torch.Tensor(dim))\n self.u = nn.Parameter(torch.Tensor(dim))\n self.b = nn.Parameter(torch.Tensor(1))\n self.reset_parameters(dim)\n\n def reset_parameters(self, dim):\n init.uniform_(self.w, -math.sqrt(1/dim), math.sqrt(1/dim))\n init.uniform_(self.u, -math.sqrt(1/dim), math.sqrt(1/dim))\n init.uniform_(self.b, -math.sqrt(1/dim), math.sqrt(1/dim))\n\n def forward(self, x):\n \"\"\"\n Given x, returns z and the log-determinant log|df/dx|.\n\n Returns\n -------\n \"\"\"\n if self.h in (F.elu, F.leaky_relu):\n u = self.u\n elif self.h == torch.tanh:\n scal = torch.log(1+torch.exp(self.w @ self.u)) - self.w @ self.u - 1\n u = self.u + scal * self.w / torch.norm(self.w)\n else:\n raise NotImplementedError(\"Non-linearity is not supported.\")\n lin = torch.unsqueeze(x @ self.w, 1) + self.b\n z = x + u * self.h(lin)\n phi = functional_derivatives[self.h](lin) * self.w\n log_det = torch.log(torch.abs(1 + phi @ u) + 1e-4)\n return z, log_det\n\n def backward(self, z):\n raise NotImplementedError(\"Planar flow has no algebraic inverse.\")"}, {"role": "assistant", "content": "\n\nclass Radial(nn.Module):\n \"\"\"\n Radial flow.\n\n z = f(x) = = x + \u03b2 h(\u03b1, r)(z \u2212 z0)\n\n [Rezende and Mohamed 2015]\n \"\"\"\n def __init__(self, dim):\n super().__init__()\n self.x0 = nn.Parameter(torch.Tensor(dim))\n self.log_alpha = nn.Parameter(torch.Tensor(1))\n self.beta = nn.Parameter(torch.Tensor(1))\n\n def reset_parameters(dim):\n init.uniform_(self.z0, -math.sqrt(1/dim), math.sqrt(1/dim))\n init.uniform_(self.log_alpha, -math.sqrt(1/dim), math.sqrt(1/dim))\n init.uniform_(self.beta, -math.sqrt(1/dim), math.sqrt(1/dim))\n\n def forward(self, x):\n \"\"\"\n Given x, returns z and the log-determinant log|df/dx|.\n \"\"\"\n m, n = x.shape\n r = torch.norm(x - self.x0)\n h = 1 / (torch.exp(self.log_alpha) + r)\n beta = -torch.exp(self.log_alpha) + torch.log(1 + torch.exp(self.beta))\n z = x + beta * h * (x - self.x0)\n log_det = (n - 1) * torch.log(1 + beta * h) + \\\n torch.log(1 + beta * h - \\\n beta * r / (torch.exp(self.log_alpha) + r) ** 2)\n return z, log_det\n\n\n\n ... [29 more classdefs truncated] ..."}]
| false
| null | null | null |
07cfa7c073692f7ff81f78defb2e3541ec3803be
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # module pyparsing.py # # Copyright (c) 2003-2019 Paul T. McGuire # # Permission is hereby granted, free of charge, to any person obtaining # a copy of this software and associated documentation files (the # "Software"), to deal in the Software without restriction, including # without limitation the rights to use, copy, modify, merge, publish, # distribute, sublicense, and/or sell copies of the Software, and to # permit persons to whom the Software is furnished to do so, subject to # the following conditions: # # The above copyright notice and this permission notice shall be # included in all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, # EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF # MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. # IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY # CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, # TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE # SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # from pyparsing import ( def push_first(toks): exprStack.append(toks[0) def push_unary_minus(toks): for t in toks: if t == "-": exprStack.append("unary -") else: break ... [3 more functiondefs truncated] ...
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Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unmatched closing bracket ')' at line 26 • Unclosed '(' at line 24 - expected ')' Fix: Add missing ']' bracket at line 26
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intermediate
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ui
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error_detection
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Pythoncode:Python
| 2
| 0
| 1,394
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# module pyparsing.py\n#\n# Copyright (c) 2003-2019 Paul T. McGuire\n#\n# Permission is hereby granted, free of charge, to any person obtaining\n# a copy of this software and associated documentation files (the\n# \"Software\"), to deal in the Software without restriction, including\n# without limitation the rights to use, copy, modify, merge, publish,\n# distribute, sublicense, and/or sell copies of the Software, and to\n# permit persons to whom the Software is furnished to do so, subject to\n# the following conditions:\n#\n# The above copyright notice and this permission notice shall be\n# included in all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND,\n# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF\n# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.\n# IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY\n# CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,\n# TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE\n# SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.\n#\nfrom pyparsing import (\ndef push_first(toks):\n exprStack.append(toks[0)\n\n\ndef push_unary_minus(toks):\n for t in toks:\n if t == \"-\":\n exprStack.append(\"unary -\")\n else:\n break\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 Unmatched closing bracket ')' at line 26\n \u2022 Unclosed '(' at line 24 - expected ')'\n\n Fix: Add missing ']' bracket at line 26"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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07d1d3b232129762c8438710d6931bc551a36122
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # -- coding: utf-8 #!/usr/bin/env python """ pyscanlogger: Port scan detector/logger tool, inspired by scanlogd {http://www.openwall.com/scanlogd} but with added ability to log slow port-scans. Features 1. Detects all stealth (half-open) and full-connect scans. 2. Detects Idle scan and logs it correctly using correlation! 3. Detects SCTP scan. 4. Detects slow port-scans also. Modification History Mar 17 2010 - Cleaned up code to publish to google. Apr 8 2010 - Better detection of TCP full-connect scan without spurious and incorrect logging. Better logging functions. Licensed under GNU GPL v3.0. """ import sys, os import dpkt, pcap import struct import socket import time import threading import optparse import entry import timerlist __author__ = "pythonhacker" __maintainer__ = "pythonhacker" __version__ = '0.5.1' __modified__ = 'Thu Apr 8 19:21:11 IST 2010' # UDP - in progress... SCAN_TIMEOUT = 5 WEIGHT_THRESHOLD = 25 PIDFILE="/var/run/pyscanlogger.pid" # TCP flag constants TH_URG=dpkt.tcp.TH_URG TH_ACK=dpkt.tcp.TH_ACK TH_PSH=dpkt.tcp.TH_PUSH TH_RST=dpkt.tcp.TH_RST TH_SYN=dpkt.tcp.TH_SYN TH_FIN=dpkt.tcp.TH_FIN # Protocols TCP=dpkt.tcp.TCP UDP=dpkt.udp.UDP SCTP=dpkt.sctp.SCTP get_timestamp = lambda : time.strftime('%Y-%m-%d %H:%M:%S', time.localtime()) ip2quad = lambda x: socket.inet_ntoa(struct.pack('I', x)) scan_ip2quad = lambda scan: map(ip2quad, [scan.src, scan.dst]) class ScanLogger(object): """ Port scan detector/logger """ # TCP flags to scan type mapping scan_types = {0: 'TCP null', TH_FIN: 'TCP fin', TH_SYN: 'TCP syn', TH_SYN|TH_RST: 'TCP syn', TH_ACK: 'TCP ack', TH_URG|TH_PSH|TH_FIN: 'TCP x-mas', TH_URG|TH_PSH|TH_FIN|TH_ACK: 'TCP x-mas', TH_SYN|TH_FIN: ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: TH_FIN|TH_ACK: 'TCP fin/ack', TH_SYN|TH_ACK: 'TCP full-connect', TH_URG|TH_PSH|TH_ACK|TH_RST|TH_SYN|TH_FIN: 'TCP all-flags', TH_SYN|TH_ACK|TH_RST: 'TCP full-connect', # Not a scan
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advanced
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api
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incomplete_code
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Pythoncode:Python
| 1
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -- coding: utf-8\r\n#!/usr/bin/env python\r\n\"\"\"\r\npyscanlogger: Port scan detector/logger tool, inspired\r\nby scanlogd {http://www.openwall.com/scanlogd} but with\r\nadded ability to log slow port-scans.\r\n\r\nFeatures\r\n\r\n1. Detects all stealth (half-open) and full-connect scans.\r\n2. Detects Idle scan and logs it correctly using correlation!\r\n3. Detects SCTP scan.\r\n4. Detects slow port-scans also.\r\n\r\nModification History\r\n\r\nMar 17 2010 - Cleaned up code to publish to google.\r\nApr 8 2010 - Better detection of TCP full-connect scan without\r\n spurious and incorrect logging. Better logging\r\n functions.\r\n\r\nLicensed under GNU GPL v3.0.\r\n\r\n\"\"\"\r\n\r\nimport sys, os\r\nimport dpkt, pcap\r\nimport struct\r\nimport socket\r\nimport time\r\nimport threading\r\nimport optparse\r\n\r\nimport entry\r\nimport timerlist\r\n\r\n__author__ = \"pythonhacker\"\r\n__maintainer__ = \"pythonhacker\"\r\n__version__ = '0.5.1'\r\n__modified__ = 'Thu Apr 8 19:21:11 IST 2010'\r\n\r\n# UDP - in progress...\r\n\r\nSCAN_TIMEOUT = 5\r\nWEIGHT_THRESHOLD = 25\r\nPIDFILE=\"/var/run/pyscanlogger.pid\"\r\n\r\n# TCP flag constants\r\nTH_URG=dpkt.tcp.TH_URG\r\nTH_ACK=dpkt.tcp.TH_ACK\r\nTH_PSH=dpkt.tcp.TH_PUSH\r\nTH_RST=dpkt.tcp.TH_RST\r\nTH_SYN=dpkt.tcp.TH_SYN\r\nTH_FIN=dpkt.tcp.TH_FIN\r\n\r\n# Protocols\r\nTCP=dpkt.tcp.TCP\r\nUDP=dpkt.udp.UDP\r\nSCTP=dpkt.sctp.SCTP\r\n\r\nget_timestamp = lambda : time.strftime('%Y-%m-%d %H:%M:%S', time.localtime())\r\nip2quad = lambda x: socket.inet_ntoa(struct.pack('I', x))\r\nscan_ip2quad = lambda scan: map(ip2quad, [scan.src, scan.dst])\r\n\r\n \r\nclass ScanLogger(object):\r\n \"\"\" Port scan detector/logger \"\"\"\r\n \r\n # TCP flags to scan type mapping\r\n scan_types = {0: 'TCP null',\r\n TH_FIN: 'TCP fin',\r\n TH_SYN: 'TCP syn', TH_SYN|TH_RST: 'TCP syn',\r\n TH_ACK: 'TCP ack',\r\n TH_URG|TH_PSH|TH_FIN: 'TCP x-mas',\r\n TH_URG|TH_PSH|TH_FIN|TH_ACK: 'TCP x-mas',\r\n TH_SYN|TH_FIN: \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 TH_FIN|TH_ACK: 'TCP fin/ack',\r\n TH_SYN|TH_ACK: 'TCP full-connect',\r\n TH_URG|TH_PSH|TH_ACK|TH_RST|TH_SYN|TH_FIN: 'TCP all-flags',\r\n TH_SYN|TH_ACK|TH_RST: 'TCP full-connect', \r\n # Not a scan"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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07d274563189ebc57a38c1571e12c09ed638080d
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from itertools import combinations import copy def get_reverse(n): if n == 1: return 0 else: return 1 def get_edge_info(e): v = [0 for i in range(2)] n = [0 for i in range(2)] t = 0 for x in e: v[t], n[t] = x t += 1 return v, n def sort_e_by_domain(val): return val[0][1] def sort_by_strand(val): return val[0][0] def check_edge_in_tuplelist(edge, tpl): for i in tpl: if edge in i: return True return False def compare(a, b): return (a > b) - (a < b) def flip(i): if i == 0: i = 1 elif i == 1: i = 0 return i def get_free_domains(limits, blocks, bound): limits = sorted(limits) interval = limits[1] - limits[0] for i in blocks: if limits[1] > i > limits[0]: tmp = abs(bound - i) if tmp < interval: interval = tmp return interval def get_combinations(oldlen, newlen, cursor, indexlist): combold = list(combinations(indexlist[cursor:oldlen], 2)) combself = [(i, i) for i in range(0, oldlen)] combnew = [] if oldlen != newlen: for i in range(0, oldlen): for j in range(oldlen, newlen): combnew.append((i, j)) return combold + combnew + combself def get_migrate_nodes(edges, indices, startstrand): d = [] for i in indices: vi, ni = get_edge_info(edges[i][0]) if vi[0] == startstrand: d.append(ni[0]) else: d.append(ni[1]) d.sort() return d def check_following_migration(edges, p=0): """ :param edges: :return: """ e = copy.copy(edges) visited = [False for _ in e] miggroup = [] cnt = -1 for i in range(0, len(e)): if visited[i]: continue e[i] = list(e[i]) e[i][p] = list(e[i][p]) t1 = sorted(e[i][p], key=lambda tup: tup[0]) if not visited[i]: visited[i] = True miggroup.append([i]) cnt += 1 for j in range(0, len(e)): if j != i and not visited[j]: e[j] = list(e[j]) e[j][p] = list(e[j][p]) t2 = sorted(e[j][p], key=lambda tup: tup[0]) if (t2[0][0] != t1[0][0]) or (t2[1][0] != t1[1][0]): continue for num in range(0, len(miggroup[cnt])): t1 = sorted(e[miggroup[cnt][num]][p], key=lambda tup: tup[0]) if (t1[0][1] + 1 == t2[0][1] and t1[1][1] - 1 == t2[1][1]) \ or (t1[0][1] - 1 == t2[0][1] and t1[1][1] + 1 == t2[1][1]): visited[j] = True miggroup[cnt].append(j) break return miggroup def get_absdist(domain1, domain2): """ :param domain1: :param domain2: :return: """ return abs(domain1[1] - domain2[1]) ... [5 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 86 Invalid syntax at line 135: ... [5 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 35 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 70 Unexpected indentation at line 75 Unexpected indentation at line 77 Unexpected indentation at line 79 Unexpected indentation at line 81 Unexpected indentation at line 82 Unexpected indentation at line 91 Unexpected indentation at line 92 Unexpected indentation at line 93 Unexpected indentation at line 94 Unexpected indentation at line 95 Unexpected indentation at line 98 Unexpected indentation at line 99 Unexpected indentation at line 100 Unexpected indentation at line 104 Unexpected indentation at line 105 Unexpected indentation at line 110 Unexpected indentation at line 111 Unexpected indentation at line 112 Unexpected indentation at line 114 Unexpected indentation at line 116 Unexpected indentation at line 117 Unexpected indentation at line 119 Unexpected indentation at line 120 Unexpected indentation at line 121 Unexpected indentation at line 131 ✨ Improvements: Complete the expression on the last line Add closing quote at line 86 Review syntax near the error location
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advanced
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machine_learning
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code_review
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Pythoncode:Python
| 12
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| 3,005
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom itertools import combinations\nimport copy\n\n\ndef get_reverse(n):\n if n == 1:\n return 0\n else:\n return 1\n\n\ndef get_edge_info(e):\n v = [0 for i in range(2)]\n n = [0 for i in range(2)]\n t = 0\n\n for x in e:\n v[t], n[t] = x\n t += 1\n return v, n\n\n\ndef sort_e_by_domain(val):\n return val[0][1]\n\n\ndef sort_by_strand(val):\n return val[0][0]\n\n\ndef check_edge_in_tuplelist(edge, tpl):\n for i in tpl:\n if edge in i:\n return True\n return False\n\n\ndef compare(a, b):\n return (a > b) - (a < b)\n\n\ndef flip(i):\n if i == 0:\n i = 1\n elif i == 1:\n i = 0\n return i\n\n\ndef get_free_domains(limits, blocks, bound):\n limits = sorted(limits)\n interval = limits[1] - limits[0]\n for i in blocks:\n if limits[1] > i > limits[0]:\n tmp = abs(bound - i)\n if tmp < interval:\n interval = tmp\n return interval\n\n\ndef get_combinations(oldlen, newlen, cursor, indexlist):\n combold = list(combinations(indexlist[cursor:oldlen], 2))\n combself = [(i, i) for i in range(0, oldlen)]\n combnew = []\n\n if oldlen != newlen:\n for i in range(0, oldlen):\n for j in range(oldlen, newlen):\n combnew.append((i, j))\n return combold + combnew + combself\n\n\ndef get_migrate_nodes(edges, indices, startstrand):\n d = []\n for i in indices:\n vi, ni = get_edge_info(edges[i][0])\n if vi[0] == startstrand:\n d.append(ni[0])\n else:\n d.append(ni[1])\n d.sort()\n return d\n\n\ndef check_following_migration(edges, p=0):\n \"\"\"\n\n :param edges:\n :return:\n \"\"\"\n e = copy.copy(edges)\n visited = [False for _ in e]\n miggroup = []\n cnt = -1\n for i in range(0, len(e)):\n if visited[i]:\n continue\n e[i] = list(e[i])\n e[i][p] = list(e[i][p])\n t1 = sorted(e[i][p], key=lambda tup: tup[0])\n\n if not visited[i]:\n visited[i] = True\n miggroup.append([i])\n cnt += 1\n\n for j in range(0, len(e)):\n if j != i and not visited[j]:\n e[j] = list(e[j])\n e[j][p] = list(e[j][p])\n t2 = sorted(e[j][p], key=lambda tup: tup[0])\n if (t2[0][0] != t1[0][0]) or (t2[1][0] != t1[1][0]):\n continue\n for num in range(0, len(miggroup[cnt])):\n t1 = sorted(e[miggroup[cnt][num]][p], key=lambda tup: tup[0])\n if (t1[0][1] + 1 == t2[0][1] and t1[1][1] - 1 == t2[1][1]) \\\n or (t1[0][1] - 1 == t2[0][1] and t1[1][1] + 1 == t2[1][1]):\n visited[j] = True\n miggroup[cnt].append(j)\n break\n return miggroup\n\n\ndef get_absdist(domain1, domain2):\n \"\"\"\n\n :param domain1:\n :param domain2:\n :return:\n \"\"\"\n return abs(domain1[1] - domain2[1])\n\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 86\n Invalid syntax at line 135: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 35\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 70\n Unexpected indentation at line 75\n Unexpected indentation at line 77\n Unexpected indentation at line 79\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Unexpected indentation at line 91\n Unexpected indentation at line 92\n Unexpected indentation at line 93\n Unexpected indentation at line 94\n Unexpected indentation at line 95\n Unexpected indentation at line 98\n Unexpected indentation at line 99\n Unexpected indentation at line 100\n Unexpected indentation at line 104\n Unexpected indentation at line 105\n Unexpected indentation at line 110\n Unexpected indentation at line 111\n Unexpected indentation at line 112\n Unexpected indentation at line 114\n Unexpected indentation at line 116\n Unexpected indentation at line 117\n Unexpected indentation at line 119\n Unexpected indentation at line 120\n Unexpected indentation at line 121\n Unexpected indentation at line 131\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 86\n Review syntax near the error location"}]
| false
| null | null | null |
07d2a6693b06381833978cbf344d430f2c2b518b
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # coding=utf-8 # Copyright 2020 The HuggingFace Team All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Sparse Fine-tuning the library models for question answering. """ # You can also adapt this script on your own question answering task. Pointers for this are left as comments. from nn_pruning.sparse_trainer import SparseTrainer from .qa_train import QATrainer # SparseTrainer should appear first in the base classes, as its functions must override QATrainer and its base classes (Trainer) class QASparseTrainer(SparseTrainer, QATrainer): def __init__(self, sparse_args, *args, **kwargs): QATrainer.__init__(self, *args, **kwargs) SparseTrainer.__init__(self, sparse_args)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 1
| 1
| 1,218
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2020 The HuggingFace Team All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\"\"\"\nSparse Fine-tuning the library models for question answering.\n\"\"\"\n# You can also adapt this script on your own question answering task. Pointers for this are left as comments.\n\nfrom nn_pruning.sparse_trainer import SparseTrainer\nfrom .qa_train import QATrainer\n\n# SparseTrainer should appear first in the base classes, as its functions must override QATrainer and its base classes (Trainer)\nclass QASparseTrainer(SparseTrainer, QATrainer):\n def __init__(self, sparse_args, *args, **kwargs):\n QATrainer.__init__(self, *args, **kwargs)\n SparseTrainer.__init__(self, sparse_args)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
07d5b427e69bdc09287f1c66c02797e0db0b274b
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # Copyright 2018 Hewlett Packard Enterprise Development LP # # 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 Ilo5RAID(base.RAIDInterface): """Implementation of OOB RAIDInterface for iLO5.""" def get_properties(self): """Return the properties of the interface.""" return ilo_common.REQUIRED_PROPERTIES def _set_clean_failed(self, task, msg, exc): LOG.error("RAID configuration job failed for node %(node)s. " "Message: '%(message)s'.", {'node': task.node.uuid, 'message': msg}) task.node.last_error = msg task.process_event('fail') def _set_driver_internal_true_value(self, task, *keys): driver_internal_info = task.node.driver_internal_info
|
for key in keys: driver_internal_info[key] = True task.node.driver_internal_info = driver_internal_info task.node.save() def _set_driver_internal_false_value(self, task, *keys): driver_internal_info = task.node.driver_internal_info for key in keys: driver_internal_info[key] = False task.node.driver_internal_info = driver_internal_info task.node.save() def _pop_driver_internal_values(self, task, *keys): driver_internal_info = task.node.driver_internal_info for key in keys: driver_internal_info.pop(key, None) task.node.driver_internal_info = driver_internal_info task.node.save() ... [3 more functiondefs truncated] ...
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advanced
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api
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code_completion
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Pythoncode:Python
| 5
| 1
| 2,014
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2018 Hewlett Packard Enterprise Development LP\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nclass Ilo5RAID(base.RAIDInterface):\n \"\"\"Implementation of OOB RAIDInterface for iLO5.\"\"\"\n\n def get_properties(self):\n \"\"\"Return the properties of the interface.\"\"\"\n return ilo_common.REQUIRED_PROPERTIES\n\n def _set_clean_failed(self, task, msg, exc):\n LOG.error(\"RAID configuration job failed for node %(node)s. \"\n \"Message: '%(message)s'.\",\n {'node': task.node.uuid, 'message': msg})\n task.node.last_error = msg\n task.process_event('fail')\n\n def _set_driver_internal_true_value(self, task, *keys):\n driver_internal_info = task.node.driver_internal_info"}, {"role": "assistant", "content": "\n for key in keys:\n driver_internal_info[key] = True\n task.node.driver_internal_info = driver_internal_info\n task.node.save()\n\n def _set_driver_internal_false_value(self, task, *keys):\n driver_internal_info = task.node.driver_internal_info\n for key in keys:\n driver_internal_info[key] = False\n task.node.driver_internal_info = driver_internal_info\n task.node.save()\n\n def _pop_driver_internal_values(self, task, *keys):\n driver_internal_info = task.node.driver_internal_info\n for key in keys:\n driver_internal_info.pop(key, None)\n task.node.driver_internal_info = driver_internal_info\n task.node.save()\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
07d6951331a7c029a2698e9098ae813a023bef49
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ Common Petronia imports for bootstrap parts of an extension. This should be imported along with the `simp` module. """ from ...base.bus import ( EventBus, ListenerRegistrar, ListenerSetup, QueuePriority, ExtensionMetadataStruct, register_event, EVENT_WILDCARD, TARGET_WILDCARD, QUEUE_EVENT_NORMAL, QUEUE_EVENT_HIGH, QUEUE_EVENT_IO, QUEUE_EVENT_TYPES ) from ...base.participant import ( create_singleton_identity, NOT_PARTICIPANT, ) from ...base.events import ( # These are generally just bootstrap events. DisposeCompleteEvent, as_dispose_complete_listener, RequestDisposeEvent, as_request_dispose_listener,
|
SystemStartedEvent, as_system_started_listener, ) from ...base.events.bus import ( EventProtectionModel, GLOBAL_EVENT_PROTECTION, INTERNAL_EVENT_PROTECTION, PRODUCE_EVENT_PROTECTION, CONSUME_EVENT_PROTECTION, REQUEST_EVENT_PROTECTION, RESPONSE_EVENT_PROTECTION, ) from ...core.extensions.api import ANY_VERSION from ...core.shutdown.api import ( SystemShutdownEvent, as_system_shutdown_listener, SystemShutdownFinalizeEvent, as_system_shutdown_finalize_listener, TARGET_ID_SYSTEM_SHUTDOWN, )
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intermediate
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api
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code_completion
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Pythoncode:Python
| 0
| 0
| 1,252
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\n\"\"\"\nCommon Petronia imports for bootstrap parts of an extension.\n\nThis should be imported along with the `simp` module.\n\"\"\"\n\n\nfrom ...base.bus import (\n EventBus,\n\n ListenerRegistrar,\n ListenerSetup,\n QueuePriority,\n ExtensionMetadataStruct,\n\n register_event,\n EVENT_WILDCARD,\n TARGET_WILDCARD,\n\n QUEUE_EVENT_NORMAL,\n QUEUE_EVENT_HIGH,\n QUEUE_EVENT_IO,\n QUEUE_EVENT_TYPES\n)\n\nfrom ...base.participant import (\n create_singleton_identity,\n\n NOT_PARTICIPANT,\n)\n\nfrom ...base.events import (\n # These are generally just bootstrap events.\n DisposeCompleteEvent,\n as_dispose_complete_listener,\n\n RequestDisposeEvent,\n as_request_dispose_listener,"}, {"role": "assistant", "content": "\n\n SystemStartedEvent,\n as_system_started_listener,\n)\nfrom ...base.events.bus import (\n EventProtectionModel,\n GLOBAL_EVENT_PROTECTION,\n INTERNAL_EVENT_PROTECTION,\n PRODUCE_EVENT_PROTECTION,\n CONSUME_EVENT_PROTECTION,\n REQUEST_EVENT_PROTECTION,\n RESPONSE_EVENT_PROTECTION,\n)\n\nfrom ...core.extensions.api import ANY_VERSION\n\nfrom ...core.shutdown.api import (\n SystemShutdownEvent,\n as_system_shutdown_listener,\n\n SystemShutdownFinalizeEvent,\n as_system_shutdown_finalize_listener,\n\n TARGET_ID_SYSTEM_SHUTDOWN,\n)"}]
| false
| null | null | null |
07d7992d7ae8299b452c378aa6d4664a38bab354
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import pyopencl as cl from optparse import OptionParser def print_info(obj, info_cls): for info_name in sorted(dir(info_cls)): if not info_name.startswith("_") and info_name != "to_string": info = getattr(info_cls, info_name) try: info_value = obj.get_info(info) except: info_value = "<error>" if (info_cls == cl.device_info and info_name == "PARTITION_TYPES_EXT" and isinstance(info_value, list)): print("{}: {}".format(info_name, [ cl.device_partition_property_ext.to_string(v, "<unknown device partition property %d>") for v in info_value])) else: try: print(f"{info_name}: {info_value}") except: print("%s: <error>" % info_name) for platform in cl.get_platforms(): print(75*"=") print(platform) print(75*"=") if not options.short: # Complete this line for device in platform.get_devices(): if not options.short: print(75*"-") print(device) if not options.short: print(75*"-") print_info(device, cl.device_info) ctx = cl.Context([device]) for mf in [ cl.mem_flags.READ_ONLY, #cl.mem_flags.READ_WRITE, #cl.mem_flags.WRITE_ONLY ]: for itype in [ cl.mem_object_type.IMAGE2D, cl.mem_object_type.IMAGE3D ]: try: formats = cl.get_supported_image_formats(ctx, mf, itype) except: formats = "<error>" else: ... [1 more functiondefs truncated] ...
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The missing line is: print_info(platform, cl.platform_info)
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intermediate
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database
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fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 1,934
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport pyopencl as cl\nfrom optparse import OptionParser\n\ndef print_info(obj, info_cls):\n for info_name in sorted(dir(info_cls)):\n if not info_name.startswith(\"_\") and info_name != \"to_string\":\n info = getattr(info_cls, info_name)\n try:\n info_value = obj.get_info(info)\n except:\n info_value = \"<error>\"\n\n if (info_cls == cl.device_info and info_name == \"PARTITION_TYPES_EXT\"\n and isinstance(info_value, list)):\n print(\"{}: {}\".format(info_name, [\n cl.device_partition_property_ext.to_string(v,\n \"<unknown device partition property %d>\")\n for v in info_value]))\n else:\n try:\n print(f\"{info_name}: {info_value}\")\n except:\n print(\"%s: <error>\" % info_name)\n\nfor platform in cl.get_platforms():\n print(75*\"=\")\n print(platform)\n print(75*\"=\")\n if not options.short:\n # Complete this line\n\n for device in platform.get_devices():\n if not options.short:\n print(75*\"-\")\n print(device)\n if not options.short:\n print(75*\"-\")\n print_info(device, cl.device_info)\n ctx = cl.Context([device])\n for mf in [\n cl.mem_flags.READ_ONLY,\n #cl.mem_flags.READ_WRITE,\n #cl.mem_flags.WRITE_ONLY\n ]:\n for itype in [\n cl.mem_object_type.IMAGE2D,\n cl.mem_object_type.IMAGE3D\n ]:\n try:\n formats = cl.get_supported_image_formats(ctx, mf, itype)\n except:\n formats = \"<error>\"\n else:\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n print_info(platform, cl.platform_info)"}]
| false
| null | null | null |
07d9159827c315605286d46a4f7de494b7d7489e
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # -*- coding: future_fstrings -*- # # Copyright 2019 Gianluca Frison, Dimitris Kouzoupis, Robin Verschueren, # Andrea Zanelli, Niels van Duijkeren, Jonathan Frey, Tommaso Sartor, # Branimir Novoselnik, Rien Quirynen, Rezart Qelibari, Dang Doan, # Jonas Koenemann, Yutao Chen, Tobias Schöls, Jonas Schlagenhauf, Moritz Diehl # # This file is part of acados. # # The 2-Clause BSD License # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # 1. Redistributions of source code must retain the above copyright notice, # this list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE # ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE # LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR # CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF # SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS # INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN # CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) # ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE # POSSIBILITY OF SUCH DAMAGE.; # import sys, os, json import numpy as np from ctypes import * from casadi import CasadiMeta, Function, SX from copy import deepcopy from .generate_c_code_explicit_ode import generate_c_code_explicit_ode from .generate_c_code_implicit_ode import generate_c_code_implicit_ode from .generate_c_code_gnsf import generate_c_code_gnsf from .generate_c_code_constraint import generate_c_code_constraint from .generate_c_code_nls_cost import generate_c_code_nls_cost from .generate_c_code_external_cost import generate_c_code_external_cost from .acados_ocp import AcadosOcp from .acados_model import acados_model_strip_casadi_symbolics from .utils import is_column, is_empty, casadi_length, render_template, acados_class2dict,\ ... [17 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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database
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refactoring
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Pythoncode:Python
| 0
| 0
| 2,437
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: future_fstrings -*-\n#\n# Copyright 2019 Gianluca Frison, Dimitris Kouzoupis, Robin Verschueren,\n# Andrea Zanelli, Niels van Duijkeren, Jonathan Frey, Tommaso Sartor,\n# Branimir Novoselnik, Rien Quirynen, Rezart Qelibari, Dang Doan,\n# Jonas Koenemann, Yutao Chen, Tobias Sch\u00f6ls, Jonas Schlagenhauf, Moritz Diehl\n#\n# This file is part of acados.\n#\n# The 2-Clause BSD License\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are met:\n#\n# 1. Redistributions of source code must retain the above copyright notice,\n# this list of conditions and the following disclaimer.\n#\n# 2. Redistributions in binary form must reproduce the above copyright notice,\n# this list of conditions and the following disclaimer in the documentation\n# and/or other materials provided with the distribution.\n#\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE\n# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE\n# POSSIBILITY OF SUCH DAMAGE.;\n#\n\nimport sys, os, json\nimport numpy as np\n\nfrom ctypes import *\nfrom casadi import CasadiMeta, Function, SX\n\nfrom copy import deepcopy\n\nfrom .generate_c_code_explicit_ode import generate_c_code_explicit_ode\nfrom .generate_c_code_implicit_ode import generate_c_code_implicit_ode\nfrom .generate_c_code_gnsf import generate_c_code_gnsf\nfrom .generate_c_code_constraint import generate_c_code_constraint\nfrom .generate_c_code_nls_cost import generate_c_code_nls_cost\nfrom .generate_c_code_external_cost import generate_c_code_external_cost\nfrom .acados_ocp import AcadosOcp\nfrom .acados_model import acados_model_strip_casadi_symbolics\nfrom .utils import is_column, is_empty, casadi_length, render_template, acados_class2dict,\\\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
07da573d0a32afbfa2ea160efcad1a4e21eef4c3
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np import cv2 import sys import os import glob def im2patch(im, pch_size, stride=1): ''' Transform image to patches. Input: im: 3 x H x W or 1 X H x W image, numpy format pch_size: (int, int) tuple or integer stride: (int, int) tuple or integer ''' if isinstance(pch_size, tuple): pch_H, pch_W = pch_size elif isinstance(pch_size, int): pch_H = pch_W = pch_size else: sys.exit('The input of pch_size must be a integer or a int tuple!') if isinstance(stride, tuple): stride_H, stride_W = stride elif isinstance(stride, int): stride_H = stride_W = stride else: sys.exit('The input of stride must be a integer or a int tuple!') C, H, W = im.shape num_H = len(range(0, H-pch_H+1, stride_H)) num_W = len(range(0, W-pch_W+1, stride_W)) num_pch = num_H * num_W pch = np.zeros((C, pch_H*pch_W, num_pch), dtype=im.dtype) kk = 0 for ii in range(pch_H): for jj in range(pch_W): temp = im[:, ii:H-pch_H+ii+1:stride_H, jj:W-pch_W+jj+1:stride_W] pch[:, kk, :] = temp.reshape((C, num_pch)) kk += 1 return pch.reshape((C, pch_H, pch_W, num_pch)) def noise_estimate(im, pch_size=8): ''' Implement of noise level estimation of the
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 8 • SyntaxError: unterminated triple-quoted string literal (detected at line 46) at line 45 Fixes: • Add closing quote at line 8 • Review code syntax
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intermediate
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database
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syntax_repair
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Pythoncode:Python
| 2
| 0
| 1,331
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np\nimport cv2\nimport sys\nimport os\nimport glob\n\ndef im2patch(im, pch_size, stride=1):\n '''\n Transform image to patches.\n Input:\n im: 3 x H x W or 1 X H x W image, numpy format\n pch_size: (int, int) tuple or integer\n stride: (int, int) tuple or integer\n '''\n if isinstance(pch_size, tuple):\n pch_H, pch_W = pch_size\n elif isinstance(pch_size, int):\n pch_H = pch_W = pch_size\n else:\n sys.exit('The input of pch_size must be a integer or a int tuple!')\n\n if isinstance(stride, tuple):\n stride_H, stride_W = stride\n elif isinstance(stride, int):\n stride_H = stride_W = stride\n else:\n sys.exit('The input of stride must be a integer or a int tuple!')\n\n\n C, H, W = im.shape\n num_H = len(range(0, H-pch_H+1, stride_H))\n num_W = len(range(0, W-pch_W+1, stride_W))\n num_pch = num_H * num_W\n pch = np.zeros((C, pch_H*pch_W, num_pch), dtype=im.dtype)\n kk = 0\n for ii in range(pch_H):\n for jj in range(pch_W):\n temp = im[:, ii:H-pch_H+ii+1:stride_H, jj:W-pch_W+jj+1:stride_W]\n pch[:, kk, :] = temp.reshape((C, num_pch))\n kk += 1\n\n return pch.reshape((C, pch_H, pch_W, num_pch))\n\ndef noise_estimate(im, pch_size=8):\n '''\n Implement of noise level estimation of the"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 8\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 46) at line 45\n\n Fixes:\n \u2022 Add closing quote at line 8\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
07da9e40651ed6fdc8a2ae109d81653125f5c378
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # This source code is part of the Biotite package and is distributed # under the 3-Clause BSD License. Please see 'LICENSE.rst' for further # information. class AppState(Flag): """ This enum type represents the app states of an application. """ CREATED = auto() RUNNING = auto() FINISHED = auto() JOINED = auto() CANCELLED = auto() def requires_state(app_state): """ A decorator for methods of :class:`Application` subclasses that raises an :class:`AppStateError` in case the method is called, when the :class:`Application` is not in the specified :class:`AppState` `app_state`. Parameters ---------- app_state : AppState The required app state. Examples -------- Raises :class:`AppStateError` when `function` is called, # Complete this line >>> @requires_state(AppState.RUNNING | AppState.FINISHED) ... def function(self): ... pass """ def decorator(func): @wraps(func) def wrapper(*args, **kwargs): # First parameter of method is always 'self' instance = args[0] if not instance._state & app_state: raise AppStateError( f"The application is in {instance.get_app_state()} state, " f"but {app_state} state is required" ) return func(*args, **kwargs) return wrapper return decorator ... [14 more classdefs truncated] ...
|
The missing line is: if :class:`Application` is not in one of the specified states:
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 1,550
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# This source code is part of the Biotite package and is distributed\n# under the 3-Clause BSD License. Please see 'LICENSE.rst' for further\n# information.\n\nclass AppState(Flag):\n \"\"\"\n This enum type represents the app states of an application. \n \"\"\"\n CREATED = auto()\n RUNNING = auto()\n FINISHED = auto()\n JOINED = auto()\n CANCELLED = auto()\n\n\ndef requires_state(app_state):\n \"\"\"\n A decorator for methods of :class:`Application` subclasses that\n raises an :class:`AppStateError` in case the method is called, when\n the :class:`Application` is not in the specified :class:`AppState`\n `app_state`.\n \n Parameters\n ----------\n app_state : AppState\n The required app state.\n \n Examples\n --------\n Raises :class:`AppStateError` when `function` is called,\n # Complete this line\n \n >>> @requires_state(AppState.RUNNING | AppState.FINISHED)\n ... def function(self):\n ... pass\n \"\"\"\n def decorator(func):\n @wraps(func)\n def wrapper(*args, **kwargs):\n # First parameter of method is always 'self'\n instance = args[0]\n if not instance._state & app_state:\n raise AppStateError(\n f\"The application is in {instance.get_app_state()} state, \"\n f\"but {app_state} state is required\"\n )\n return func(*args, **kwargs)\n return wrapper\n return decorator\n\n\n\n ... [14 more classdefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if :class:`Application` is not in one of the specified states:"}]
| false
| null | null | null |
07dab8d1754575bc1f3f83e4e0cadea3c8dcd3af
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import print_function from ..framework import core from ..fluid.layer_helper import LayerHelper from ..fluid.data_feeder import check_variable_and_dtype # TODO: define functions to get tensor attributes from ..fluid.layers import rank # noqa: F401 from ..fluid.layers import shape # noqa: F401 import paddle from paddle import _C_ops from paddle.static import Variable from ..fluid.framework import _in_legacy_dygraph, in_dygraph_mode Error: SyntaxError / EOF
|
Fixed Code: # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import print_function from ..framework import core from ..fluid.layer_helper import LayerHelper from ..fluid.data_feeder import check_variable_and_dtype Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,068
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom __future__ import print_function\n\nfrom ..framework import core\nfrom ..fluid.layer_helper import LayerHelper\nfrom ..fluid.data_feeder import check_variable_and_dtype\n\n# TODO: define functions to get tensor attributes\nfrom ..fluid.layers import rank # noqa: F401\nfrom ..fluid.layers import shape # noqa: F401\nimport paddle\nfrom paddle import _C_ops\nfrom paddle.static import Variable\nfrom ..fluid.framework import _in_legacy_dygraph, in_dygraph_mode\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom __future__ import print_function\n\nfrom ..framework import core\nfrom ..fluid.layer_helper import LayerHelper\nfrom ..fluid.data_feeder import check_variable_and_dtype\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07db7794b6d98e1a7fc4b7e5727cce2c98e1474f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class OCDSMergeError(Exception): """Base class for exceptions from within this package""" class MissingDateKeyError(OCDSMergeError, KeyError): """Raised when a release is missing a 'date' key""" def __init__(self, key, message): self.key = key self.message = message def __str__(self): return str(self.message) class NonObjectReleaseError(OCDSMergeError, TypeError): """Raised when a release is not an object""" class NullDateValueError(OCDSMergeError, TypeError): """Raised when a release has a null 'date' value""" Error: SyntaxError / EOF
|
Fixed Code: class OCDSMergeError(Exception): """Base class for exceptions from within this package""" class MissingDateKeyError(OCDSMergeError, KeyError): """Raised when a release is missing a 'date' key""" def __init__(self, key, message): self.key = key self.message = message def __str__(self): return str(self.message) class NonObjectReleaseError(OCDSMergeError, TypeError): """Raised when a release is not an object""" class NullDateValueError(OCDSMergeError, TypeError): Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 4
| 8
| 573
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass OCDSMergeError(Exception):\n \"\"\"Base class for exceptions from within this package\"\"\"\n\n\nclass MissingDateKeyError(OCDSMergeError, KeyError):\n \"\"\"Raised when a release is missing a 'date' key\"\"\"\n\n def __init__(self, key, message):\n self.key = key\n self.message = message\n\n def __str__(self):\n return str(self.message)\n\n\nclass NonObjectReleaseError(OCDSMergeError, TypeError):\n \"\"\"Raised when a release is not an object\"\"\"\n\n\nclass NullDateValueError(OCDSMergeError, TypeError):\n \"\"\"Raised when a release has a null 'date' value\"\"\"\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass OCDSMergeError(Exception):\n \"\"\"Base class for exceptions from within this package\"\"\"\n\n\nclass MissingDateKeyError(OCDSMergeError, KeyError):\n \"\"\"Raised when a release is missing a 'date' key\"\"\"\n\n def __init__(self, key, message):\n self.key = key\n self.message = message\n\n def __str__(self):\n return str(self.message)\n\n\nclass NonObjectReleaseError(OCDSMergeError, TypeError):\n \"\"\"Raised when a release is not an object\"\"\"\n\n\nclass NullDateValueError(OCDSMergeError, TypeError):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07de8a38f3e34f5218e591e882773caeb8f88eba
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import evdev import time import struct class appcodec(): def __init__(self): self.device = evdev.InputDevice("/dev/input/event2") self.capabilities = self.device.capabilities(verbose=True) self.capaRAW = self.device.capabilities(absinfo=False) self.config = {} self.state = {} def build(self): """build state dictionary for controller""" #build config dictionary by code and name for key, value in self.capabilities.items(): for element in value: if type(element[0]) is tuple: self.config[element[0][1]] = element[0][0] elif type(element[0]) is list: self.config[element[1]] = element[0][0] elif ("SYN" in str(element[0])) or ("FF" in str(element[0])): pass else: self.config[element[1]] = element[0] #build state dictionary from raw codes for code in self.capaRAW[1]: self.state[self.config[code]] = 0 for code in self.capaRAW[3]: self.state[self.config[code]] = 0 print("waiting for event") for event in self.device.read_loop(): if event.type == evdev.ecodes.EV_KEY or event.type == evdev.ecodes.EV_ABS: return(self.update_state(event)) def update_state(self, event): self.state[self.config[event.code]] = event.value buttons1_state = 0 buttons1_state = buttons1_state | self.state["BTN_A"] buttons1_state = buttons1_state | self.state["BTN_B"] << 1 buttons1_state = buttons1_state | self.state["BTN_NORTH"] << 2 buttons1_state = buttons1_state | self.state["BTN_WEST"] << 3 buttons2_state = 0 buttons2_state = buttons2_state | self.state["BTN_START"] buttons2_state = buttons2_state | self.state["BTN_MODE"] << 1 buttons2_state = buttons2_state | self.state["BTN_SELECT"] << 2 buttons2_state = buttons2_state | self.state["BTN_TR"] << 3 buttons2_state = buttons2_state | self.state["BTN_TL"] << 4 packet = struct.pack('6h2c', self.state["ABS_X"], self.state["ABS_Y"], self.state["ABS_RX"], self.state["ABS_RY"], self.state["ABS_HAT0X"], self.state["ABS_HAT0Y"], buttons1_state.to_bytes(1, byteorder="big"), buttons2_state.to_bytes(1, byteorder="big")) return packet def decode(self, packet): buttons = [] state = packet[14:30] state = struct.unpack('6h2B2c', state) buttons1 = state[8] buttons2 = state[9] holder1 = '{0:06b}'.format(int.from_bytes(buttons1, byteorder="big")) holder2 = '{0:05b}'.format(int.from_bytes(buttons2, byteorder="big")) for i in holder1: buttons.append(int(i)) for i in holder2: buttons.append(int(i)) state = list(state[ :7]) + buttons return state
|
Code analysis results: 🔴 Errors found: Block at line 40 has no indented body ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 💡 Suggestions: Add docstring to class 'appcodec' Add docstring to function '__init__' Add docstring to function 'update_state'
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 4
| 1
| 2,990
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport evdev\nimport time\nimport struct\n\nclass appcodec():\n def __init__(self):\n self.device = evdev.InputDevice(\"/dev/input/event2\")\n self.capabilities = self.device.capabilities(verbose=True)\n self.capaRAW = self.device.capabilities(absinfo=False)\n self.config = {}\n self.state = {}\n\n def build(self):\n \"\"\"build state dictionary for controller\"\"\"\n\n #build config dictionary by code and name\n for key, value in self.capabilities.items():\n for element in value:\n if type(element[0]) is tuple:\n self.config[element[0][1]] = element[0][0]\n elif type(element[0]) is list:\n self.config[element[1]] = element[0][0]\n elif (\"SYN\" in str(element[0])) or (\"FF\" in str(element[0])):\n pass\n else:\n self.config[element[1]] = element[0]\n\n #build state dictionary from raw codes\n for code in self.capaRAW[1]:\n self.state[self.config[code]] = 0\n\n for code in self.capaRAW[3]:\n self.state[self.config[code]] = 0\n\n print(\"waiting for event\")\n for event in self.device.read_loop():\n if event.type == evdev.ecodes.EV_KEY or event.type == evdev.ecodes.EV_ABS:\n return(self.update_state(event))\n\n def update_state(self, event):\n\n self.state[self.config[event.code]] = event.value\n buttons1_state = 0\n buttons1_state = buttons1_state | self.state[\"BTN_A\"]\n buttons1_state = buttons1_state | self.state[\"BTN_B\"] << 1\n buttons1_state = buttons1_state | self.state[\"BTN_NORTH\"] << 2\n buttons1_state = buttons1_state | self.state[\"BTN_WEST\"] << 3\n\n buttons2_state = 0\n buttons2_state = buttons2_state | self.state[\"BTN_START\"]\n buttons2_state = buttons2_state | self.state[\"BTN_MODE\"] << 1\n buttons2_state = buttons2_state | self.state[\"BTN_SELECT\"] << 2\n buttons2_state = buttons2_state | self.state[\"BTN_TR\"] << 3\n buttons2_state = buttons2_state | self.state[\"BTN_TL\"] << 4\n\n packet = struct.pack('6h2c', self.state[\"ABS_X\"], self.state[\"ABS_Y\"], self.state[\"ABS_RX\"], self.state[\"ABS_RY\"], self.state[\"ABS_HAT0X\"], self.state[\"ABS_HAT0Y\"], buttons1_state.to_bytes(1, byteorder=\"big\"), buttons2_state.to_bytes(1, byteorder=\"big\"))\n return packet\n\n def decode(self, packet):\n buttons = []\n state = packet[14:30]\n state = struct.unpack('6h2B2c', state)\n\n buttons1 = state[8]\n buttons2 = state[9]\n\n holder1 = '{0:06b}'.format(int.from_bytes(buttons1, byteorder=\"big\"))\n holder2 = '{0:05b}'.format(int.from_bytes(buttons2, byteorder=\"big\"))\n\n\n for i in holder1:\n buttons.append(int(i))\n\n for i in holder2:\n buttons.append(int(i))\n\n state = list(state[ :7]) + buttons\n\n return state"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 40 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'appcodec'\n Add docstring to function '__init__'\n Add docstring to function 'update_state'"}]
| false
| null | null | null |
07dedb4b0df0aef6400f3a4ca8f79f22e2a6cabd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Barcode Example # # This example shows off how easy it is to detect bar codes using the # OpenMV Cam M7. Barcode detection does not work on the M4 Camera. import sensor, image, time, math sensor.reset() sensor.set_pixformat(sensor.GRAYSCALE) sensor.set_framesize(sensor.VGA) # High Res! sensor.set_windowing((640, 80)) # V Res of 80 == less work (40 for 2X the speed). sensor.skip_frames(time = 2000) sensor.set_auto_gain(False) # must turn this off to prevent image washout... sensor.set_auto_whitebal(False) # must turn this off to prevent image washout... clock = time.clock() # Barcode detection can run at the full 640x480 resolution of your OpenMV Cam's # OV7725 camera module. Barcode detection will also work in RGB565 mode but at # a lower resolution. That said, barcode detection requires a higher resolution # to work well so it should always be run at 640x480 in grayscale... def barcode_name(code): if(code.type() == image.EAN2): return "EAN2" if(code.type() == image.EAN5): return "EAN5" if(code.type() == image.EAN8): return "EAN8" if(code.type() == image.UPCE): return "UPCE" if(code.type() == image.ISBN10): return "ISBN10" if(code.type() == image.UPCA): return "UPCA" if(code.type() == image.EAN13): return "EAN13" if(code.type() == image.ISBN13):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 17 • Block at line 37 has no body - expected indented block • IndentationError at line 37 Fix: Complete the function 'barcode_name' body and add missing return
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,361
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Barcode Example\n#\n# This example shows off how easy it is to detect bar codes using the\n# OpenMV Cam M7. Barcode detection does not work on the M4 Camera.\n\nimport sensor, image, time, math\n\nsensor.reset()\nsensor.set_pixformat(sensor.GRAYSCALE)\nsensor.set_framesize(sensor.VGA) # High Res!\nsensor.set_windowing((640, 80)) # V Res of 80 == less work (40 for 2X the speed).\nsensor.skip_frames(time = 2000)\nsensor.set_auto_gain(False) # must turn this off to prevent image washout...\nsensor.set_auto_whitebal(False) # must turn this off to prevent image washout...\nclock = time.clock()\n\n# Barcode detection can run at the full 640x480 resolution of your OpenMV Cam's\n# OV7725 camera module. Barcode detection will also work in RGB565 mode but at\n# a lower resolution. That said, barcode detection requires a higher resolution\n# to work well so it should always be run at 640x480 in grayscale...\n\ndef barcode_name(code):\n if(code.type() == image.EAN2):\n return \"EAN2\"\n if(code.type() == image.EAN5):\n return \"EAN5\"\n if(code.type() == image.EAN8):\n return \"EAN8\"\n if(code.type() == image.UPCE):\n return \"UPCE\"\n if(code.type() == image.ISBN10):\n return \"ISBN10\"\n if(code.type() == image.UPCA):\n return \"UPCA\"\n if(code.type() == image.EAN13):\n return \"EAN13\"\n if(code.type() == image.ISBN13):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 17\n \u2022 Block at line 37 has no body - expected indented block\n \u2022 IndentationError at line 37\n\n Fix: Complete the function 'barcode_name' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
07dee507ce31e115b2b94a29d53cdc5c3d4bd0df
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: n=int(input("Enter number ")) fact=1 for i in range(1,n+1): fact=fact*i print("Factorial is ",fact)
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 102
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nn=int(input(\"Enter number \"))\nfact=1\nfor i in range(1,n+1):\n fact=fact*i\nprint(\"Factorial is \",fact)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
07df8ef3eee337410a8a9059f852b86e3f074f99
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import time # O * é para desempacotar o paramêtro. Permite atribuir inumeros parametros. def maior(* num): contador = maior = 0 print('Analisando os valores passados...') for v in num: contador = contador + 1 print(f'{v} ', end='', flush=True) time.sleep(0.3) if contador == 1: maior = v else: if v > maior: maior = v print(f'Foram informado o total de {len(num)}') print(f'O maior valor informado foi {max(num)}') print(30 * '-') maior(2, 1, 7) maior(5, 4, 7, 9, 2) maior(1, 4, 7, 20, 2) maior(0)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 ✨ Improvements: Add docstring to function 'maior' Remove debug print() at line 5 before production Remove debug print() at line 8 before production Remove debug print() at line 15 before production Remove debug print() at line 16 before production Remove debug print() at line 17 before production
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 1
| 0
| 606
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport time\n# O * \u00e9 para desempacotar o param\u00eatro. Permite atribuir inumeros parametros.\ndef maior(* num):\n contador = maior = 0\n print('Analisando os valores passados...')\n for v in num:\n contador = contador + 1\n print(f'{v} ', end='', flush=True)\n time.sleep(0.3)\n if contador == 1:\n maior = v\n else:\n if v > maior:\n maior = v\n print(f'Foram informado o total de {len(num)}')\n print(f'O maior valor informado foi {max(num)}')\n print(30 * '-')\n\n\nmaior(2, 1, 7)\nmaior(5, 4, 7, 9, 2)\nmaior(1, 4, 7, 20, 2)\nmaior(0)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\u2728 Improvements:\n Add docstring to function 'maior'\n Remove debug print() at line 5 before production\n Remove debug print() at line 8 before production\n Remove debug print() at line 15 before production\n Remove debug print() at line 16 before production\n Remove debug print() at line 17 before production"}]
| false
| null | null | null |
07e01a30113159cdf23415b99ef5107294e27bab
|
TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. # All rights reserved. # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. import unittest import torch from common_testing import TestCaseMixin, get_random_cuda_device from pytorch3d.ops import packed_to_padded, padded_to_packed from pytorch3d.structures.meshes import Meshes class TestPackedToPadded(TestCaseMixin, unittest.TestCase): def setUp(self) -> None: super().setUp() torch.manual_seed(1) @staticmethod def init_meshes( num_meshes: int = 10, num_verts: int = 1000, num_faces: int = 3000, device: str = "cpu", ): device = torch.device(device) verts_list = [] faces_list = [] for _ in range(num_meshes): verts = torch.rand((num_verts, 3), dtype=torch.float32, device=device) faces = torch.randint( ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: num_verts, size=(num_faces, 3), dtype=torch.int64, device=device ) verts_list.append(verts) faces_list.append(faces) meshes = Meshes(verts_list, faces_list)
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 993
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates.\r\n# All rights reserved.\r\n#\r\n# This source code is licensed under the BSD-style license found in the\r\n# LICENSE file in the root directory of this source tree.\r\n\r\nimport unittest\r\n\r\nimport torch\r\nfrom common_testing import TestCaseMixin, get_random_cuda_device\r\nfrom pytorch3d.ops import packed_to_padded, padded_to_packed\r\nfrom pytorch3d.structures.meshes import Meshes\r\n\r\n\r\nclass TestPackedToPadded(TestCaseMixin, unittest.TestCase):\r\n def setUp(self) -> None:\r\n super().setUp()\r\n torch.manual_seed(1)\r\n\r\n @staticmethod\r\n def init_meshes(\r\n num_meshes: int = 10,\r\n num_verts: int = 1000,\r\n num_faces: int = 3000,\r\n device: str = \"cpu\",\r\n ):\r\n device = torch.device(device)\r\n verts_list = []\r\n faces_list = []\r\n for _ in range(num_meshes):\r\n verts = torch.rand((num_verts, 3), dtype=torch.float32, device=device)\r\n faces = torch.randint(\r\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 num_verts, size=(num_faces, 3), dtype=torch.int64, device=device\r\n )\r\n verts_list.append(verts)\r\n faces_list.append(faces)\r\n meshes = Meshes(verts_list, faces_list)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07e0af37e19269400d7c0cf5ac0dc3b1672e18e4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pyproj import pytest import numpy as np from easyric.io import geotiff, shp from skimage.io import imread from skimage.color import rgb2gray import matplotlib.pyplot as plt def test_prase_header_string_width(): out_dict = geotiff._prase_header_string("* 256 image_width (1H) 13503") assert out_dict['width'] = 13503 def test_prase_header_string_length(): out_dict = geotiff._prase_header_string("* 257 image_length (1H) 19866") assert out_dict['length'] == 19866 def test_prase_header_string_scale(): in_str = "* 33550 model_pixel_scale (3d) (0.0029700000000000004, 0.0029700000000000004, 0" out_dict = geotiff._prase_header_string(in_str) assert out_dict['scale'] == (0.0029700000000000004, 0.0029700000000000004) def test_prase_header_string_tie_point(): in_str = "* 33922 model_tie_point (6d) (0.0, 0.0, 0.0, 368090.77975000005, 3956071.13823," out_dict = geotiff._prase_header_string(in_str) assert out_dict['tie_point'] == (368090.77975000005, 3956071.13823) in_str = "* 33922 model_tie_point (6d) (0.0, 0.0, 0.0, 368090.77975000005, 3956071.13823, 0" out_dict = geotiff._prase_header_string(in_str) assert out_dict['tie_point'] == (368090.77975000005, 3956071.13823) def test_prase_header_string_nodata(): out_dict = geotiff._prase_header_string("* 42113 gdal_nodata (7s) b'-10000'") assert out_dict['nodata'] == -10000 def test_prase_header_string_proj_normal(capsys): in_str = "* 34737 geo_ascii_params (30s) b'WGS 84 / UTM zone 54N|WGS 84|'" out_dict = geotiff._prase_header_string(in_str) captured = capsys.readouterr() assert f"[io][geotiff][GeoCorrd] Comprehense [{in_str}]" in captured.out assert out_dict['proj'] == pyproj.CRS.from_epsg(32654) def test_prase_header_string_proj_error(capsys): # should raise error because WGS 84 / UTM ... should be full out_dict = geotiff._prase_header_string("* 34737 geo_ascii_params (30s) b'UTM zone 54N|WGS 84|'") captured = capsys.readouterr() assert '[io][geotiff][GeoCorrd] Generation failed, because [Input is not a CRS: UTM zone 54N]' in captured.out assert out_dict['proj'] == None def test_get_imarray_without_header(capsys): pass def test_get_imarray_with_header(capsys): pass def test_point_query_one_point(): point = (368023.004, 3955500.669) out = geotiff.point_query(r'file/pix4d.diy/hasu_tanashi_20170525_Ins1RGB_30m_dsm.tif', point) np.testing.assert_almost_equal(out, np.float32(97.45558), decimal=3) def test_point_query_numpy_points(): points = np.asarray([[368022.581, 3955501.054], [368024.032, 3955500.465]]) out = geotiff.point_query(r'file/pix4d.diy/hasu_tanashi_20170525_Ins1RGB_30m_dsm.tif', points) expected = np.asarray([97.624344, 97.59617]) np.testing.assert_almost_equal(out, expected, decimal=3) ... [9 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 20 - expected ')' • Unclosed '(' at line 26 - expected ')' Fix: Change operator back to correct one
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 11
| 0
| 2,895
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pyproj\nimport pytest\nimport numpy as np\nfrom easyric.io import geotiff, shp\nfrom skimage.io import imread\nfrom skimage.color import rgb2gray\nimport matplotlib.pyplot as plt\n\ndef test_prase_header_string_width():\n out_dict = geotiff._prase_header_string(\"* 256 image_width (1H) 13503\")\n assert out_dict['width'] = 13503\n\n\ndef test_prase_header_string_length():\n out_dict = geotiff._prase_header_string(\"* 257 image_length (1H) 19866\")\n assert out_dict['length'] == 19866\n\n\ndef test_prase_header_string_scale():\n in_str = \"* 33550 model_pixel_scale (3d) (0.0029700000000000004, 0.0029700000000000004, 0\"\n out_dict = geotiff._prase_header_string(in_str)\n assert out_dict['scale'] == (0.0029700000000000004, 0.0029700000000000004)\n\n\ndef test_prase_header_string_tie_point():\n in_str = \"* 33922 model_tie_point (6d) (0.0, 0.0, 0.0, 368090.77975000005, 3956071.13823,\"\n out_dict = geotiff._prase_header_string(in_str)\n assert out_dict['tie_point'] == (368090.77975000005, 3956071.13823)\n\n in_str = \"* 33922 model_tie_point (6d) (0.0, 0.0, 0.0, 368090.77975000005, 3956071.13823, 0\"\n out_dict = geotiff._prase_header_string(in_str)\n assert out_dict['tie_point'] == (368090.77975000005, 3956071.13823)\n\n\ndef test_prase_header_string_nodata():\n out_dict = geotiff._prase_header_string(\"* 42113 gdal_nodata (7s) b'-10000'\")\n assert out_dict['nodata'] == -10000\n\n\ndef test_prase_header_string_proj_normal(capsys):\n in_str = \"* 34737 geo_ascii_params (30s) b'WGS 84 / UTM zone 54N|WGS 84|'\"\n out_dict = geotiff._prase_header_string(in_str)\n captured = capsys.readouterr()\n\n assert f\"[io][geotiff][GeoCorrd] Comprehense [{in_str}]\" in captured.out\n assert out_dict['proj'] == pyproj.CRS.from_epsg(32654)\n\n\ndef test_prase_header_string_proj_error(capsys):\n # should raise error because WGS 84 / UTM ... should be full\n out_dict = geotiff._prase_header_string(\"* 34737 geo_ascii_params (30s) b'UTM zone 54N|WGS 84|'\")\n captured = capsys.readouterr()\n assert '[io][geotiff][GeoCorrd] Generation failed, because [Input is not a CRS: UTM zone 54N]' in captured.out\n assert out_dict['proj'] == None\n\n\ndef test_get_imarray_without_header(capsys):\n pass\n\n\ndef test_get_imarray_with_header(capsys):\n pass\n\n\ndef test_point_query_one_point():\n point = (368023.004, 3955500.669)\n out = geotiff.point_query(r'file/pix4d.diy/hasu_tanashi_20170525_Ins1RGB_30m_dsm.tif', point)\n np.testing.assert_almost_equal(out, np.float32(97.45558), decimal=3)\n\n\ndef test_point_query_numpy_points():\n points = np.asarray([[368022.581, 3955501.054], [368024.032, 3955500.465]])\n out = geotiff.point_query(r'file/pix4d.diy/hasu_tanashi_20170525_Ins1RGB_30m_dsm.tif', points)\n expected = np.asarray([97.624344, 97.59617])\n\n np.testing.assert_almost_equal(out, expected, decimal=3)\n\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 20 - expected ')'\n \u2022 Unclosed '(' at line 26 - expected ')'\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
07e0ba1b41406f219565825c5f80d1ee0cfaded5
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # coding: utf-8 class ItemLocation(object): """NOTE: This class is auto generated by the swagger code generator program. Do not edit the class manually. """ """ Attributes: swagger_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. """ swagger_types = { 'address_line1': 'str', 'address_line2': 'str', 'city': 'str', 'country': 'str', 'county': 'str', 'postal_code': 'str', 'state_or_province': 'str' } attribute_map = { 'address_line1': 'addressLine1', 'address_line2': 'addressLine2', 'city': 'city', 'country': 'country', 'county': 'county', 'postal_code': 'postalCode', 'state_or_province': 'stateOrProvince' } def __init__(self, address_line1=None, address_line2=None, city=None, country=None, county=None, postal_code=None, state_or_province=None): # noqa: E501 """ItemLocation - a model defined in Swagger""" # noqa: E501 self._address_line1 = None self._address_line2 = None self._city = None self._country = None self._county = None self._postal_code = None self._state_or_province = None self.discriminator = None if address_line1 is not None: self.address_line1 = address_line1 if address_line2 is not None: self.address_line2 = address_line2 if city is not None: self.city = city if country is not None:
|
self.country = country if county is not None: self.county = county if postal_code is not None: self.postal_code = postal_code if state_or_province is not None: self.state_or_province = state_or_province @property def address_line1(self): """Gets the address_line1 of this ItemLocation. # noqa: E501 The first line of the street address. # noqa: E501 :return: The address_line1 of this ItemLocation. # noqa: E501 :rtype: str """ return self._address_line1 @address_line1.setter def address_line1(self, address_line1): """Sets the address_line1 of this ItemLocation. The first line of the street address. # noqa: E501 :param address_line1: The address_line1 of this ItemLocation. # noqa: E501 :type: str """ self._address_line1 = address_line1 @property ... [17 more functiondefs truncated] ...
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 2,698
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: utf-8\n\nclass ItemLocation(object):\n \"\"\"NOTE: This class is auto generated by the swagger code generator program.\n\n Do not edit the class manually.\n \"\"\"\n \"\"\"\n Attributes:\n swagger_types (dict): The key is attribute name\n and the value is attribute type.\n attribute_map (dict): The key is attribute name\n and the value is json key in definition.\n \"\"\"\n swagger_types = {\n 'address_line1': 'str',\n 'address_line2': 'str',\n 'city': 'str',\n 'country': 'str',\n 'county': 'str',\n 'postal_code': 'str',\n 'state_or_province': 'str'\n }\n\n attribute_map = {\n 'address_line1': 'addressLine1',\n 'address_line2': 'addressLine2',\n 'city': 'city',\n 'country': 'country',\n 'county': 'county',\n 'postal_code': 'postalCode',\n 'state_or_province': 'stateOrProvince'\n }\n\n def __init__(self, address_line1=None, address_line2=None, city=None, country=None, county=None, postal_code=None, state_or_province=None): # noqa: E501\n \"\"\"ItemLocation - a model defined in Swagger\"\"\" # noqa: E501\n self._address_line1 = None\n self._address_line2 = None\n self._city = None\n self._country = None\n self._county = None\n self._postal_code = None\n self._state_or_province = None\n self.discriminator = None\n if address_line1 is not None:\n self.address_line1 = address_line1\n if address_line2 is not None:\n self.address_line2 = address_line2\n if city is not None:\n self.city = city\n if country is not None:"}, {"role": "assistant", "content": "\n self.country = country\n if county is not None:\n self.county = county\n if postal_code is not None:\n self.postal_code = postal_code\n if state_or_province is not None:\n self.state_or_province = state_or_province\n\n @property\n def address_line1(self):\n \"\"\"Gets the address_line1 of this ItemLocation. # noqa: E501\n\n The first line of the street address. # noqa: E501\n\n :return: The address_line1 of this ItemLocation. # noqa: E501\n :rtype: str\n \"\"\"\n return self._address_line1\n\n @address_line1.setter\n def address_line1(self, address_line1):\n \"\"\"Sets the address_line1 of this ItemLocation.\n\n The first line of the street address. # noqa: E501\n\n :param address_line1: The address_line1 of this ItemLocation. # noqa: E501\n :type: str\n \"\"\"\n\n self._address_line1 = address_line1\n\n @property\n\n ... [17 more functiondefs truncated] ..."}]
| false
| null | null | null |
07e0cae8b52445fc39f360d69691eeb8e3e8f35e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Fractional Knapsack wt = [40,50,30,10,10,40,30] pro = [30,20,20,25,5,35,15] n = len(wt) data = [ (i,pro[i],wt[i]) for i in range(n) ] bag = 100 data.sort(key=lambda x: x[1]/x[2], reverse=True) profit=0 ans=[] i=0 while i<n: if data[i][2]<=bag: bag-=data[i][2] ans.append(data[i][0]) profit+=data[i][1] i+=1 else: break if i<n: ans.append(data[i][0]) profit += (bag*data[i][1])/data[i][2] print(profit,ans)
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 18 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
data_processing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 506
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Fractional Knapsack\r\n\r\nwt = [40,50,30,10,10,40,30]\r\npro = [30,20,20,25,5,35,15]\r\nn = len(wt)\r\ndata = [ (i,pro[i],wt[i]) for i in range(n) ]\r\n\r\nbag = 100\r\ndata.sort(key=lambda x: x[1]/x[2], reverse=True)\r\n\r\nprofit=0\r\nans=[]\r\n\r\ni=0\r\nwhile i<n:\r\n if data[i][2]<=bag:\r\n bag-=data[i][2]\r\n ans.append(data[i][0])\r\n profit+=data[i][1]\r\n i+=1\r\n else:\r\n break\r\n\r\nif i<n:\r\n ans.append(data[i][0])\r\n profit += (bag*data[i][1])/data[i][2]\r\n \r\nprint(profit,ans)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 18\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
07e1c7308c17fb9509fe646f19b12d537b946ccf
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # -*- python -*- #BEGIN_LEGAL # #Copyright (c) 2019 Intel Corporation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # #END_LEGAL from __future__ import print_function import re import genutil import codegen def _emit_function(fe, isa_sets, name): fo = codegen.function_object_t('xed_classify_{}'.format(name)) fo.add_arg('const xed_decoded_inst_t* d') f Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python # -*- python -*- #BEGIN_LEGAL # #Copyright (c) 2019 Intel Corporation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # #END_LEGAL Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 903
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- python -*-\n#BEGIN_LEGAL\n#\n#Copyright (c) 2019 Intel Corporation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# \n#END_LEGAL\n\n\nfrom __future__ import print_function\nimport re\nimport genutil\nimport codegen\n\n\ndef _emit_function(fe, isa_sets, name):\n fo = codegen.function_object_t('xed_classify_{}'.format(name)) \n fo.add_arg('const xed_decoded_inst_t* d')\n f\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# -*- python -*-\n#BEGIN_LEGAL\n#\n#Copyright (c) 2019 Intel Corporation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# \n#END_LEGAL\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07e2537b3e43653ce0616ed6421ef634050042c8
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import pytest from tenable_io.api.target_groups import TargetListEditRequest from tenable_io.api.models import TargetGroup, TargetGroupList @pytest.mark.vcr() def test_target_groups_create(new_target_group): assert isinstance(new_target_group, TargetGroup), u'The `create` method did not return type `TargetGroup`.' @pytest.mark.vcr() def test_target_groups_details(client, new_target_group): target_group = new_target_group details = client.target_groups_api.details(target_group.id) assert isinstance(details, TargetGroup), u'The `details` method did not return type `TargetGroup`.' assert details.id == target_group.id, u'Expected the `details` response to match the requested target group.' @pytest.mark.vcr() def test_target_groups_list(client): target_groups = client.target_groups_api.list() assert isinstance(target_groups, TargetGroupList), u'The `details` method did not return type `TargetGroup`.' for group in target_groups.target_groups: assert isinstance(group, TargetGroup), u'Expected a list of type `TargetGroup`.' @pytest.mark.vcr() def test_target_groups_delete(client, new_target_group): assert client.target_groups_api.delete(new_target_group.id), u'The target group was not deleted.' @pytest.mark.vcr() def test_target_groups_edit(client, new_target_group): target_group = new_target_group edited_name = 'test_target_group_edit' edited_group = client.target_groups_api.edit(TargetListEditRequest(name=edited_name), target_group.id) assert isinstance(edited_group, TargetGroup), u'The `edit` method did not return type `TargetGroup`.' assert edited_group.id == target_group.id, u'Expected the edited target group to match the requested target group.' assert edited_group.name == edited_name, u'Expected the name to be updated.'
|
Functions: test_target_groups_create, test_target_groups_details, test_target_groups_list, test_target_groups_delete, test_target_groups_edit This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 5
| 0
| 1,828
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport pytest\n\nfrom tenable_io.api.target_groups import TargetListEditRequest\nfrom tenable_io.api.models import TargetGroup, TargetGroupList\n\n\n@pytest.mark.vcr()\ndef test_target_groups_create(new_target_group):\n assert isinstance(new_target_group, TargetGroup), u'The `create` method did not return type `TargetGroup`.'\n\n\n@pytest.mark.vcr()\ndef test_target_groups_details(client, new_target_group):\n target_group = new_target_group\n details = client.target_groups_api.details(target_group.id)\n assert isinstance(details, TargetGroup), u'The `details` method did not return type `TargetGroup`.'\n assert details.id == target_group.id, u'Expected the `details` response to match the requested target group.'\n\n\n@pytest.mark.vcr()\ndef test_target_groups_list(client):\n target_groups = client.target_groups_api.list()\n assert isinstance(target_groups, TargetGroupList), u'The `details` method did not return type `TargetGroup`.'\n for group in target_groups.target_groups:\n assert isinstance(group, TargetGroup), u'Expected a list of type `TargetGroup`.'\n\n\n@pytest.mark.vcr()\ndef test_target_groups_delete(client, new_target_group):\n assert client.target_groups_api.delete(new_target_group.id), u'The target group was not deleted.'\n\n\n@pytest.mark.vcr()\ndef test_target_groups_edit(client, new_target_group):\n target_group = new_target_group\n edited_name = 'test_target_group_edit'\n edited_group = client.target_groups_api.edit(TargetListEditRequest(name=edited_name), target_group.id)\n assert isinstance(edited_group, TargetGroup), u'The `edit` method did not return type `TargetGroup`.'\n assert edited_group.id == target_group.id, u'Expected the edited target group to match the requested target group.'\n assert edited_group.name == edited_name, u'Expected the name to be updated.'"}, {"role": "assistant", "content": " Functions: test_target_groups_create, test_target_groups_details, test_target_groups_list, test_target_groups_delete, test_target_groups_edit\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
07e2d1b8a7c46e378298b64b296fe93ed48acbf5
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import argparse import logging import os import numpy as np import pandas as pd import pytorch_lightning as pl import torch from pytorch_lightning import loggers as pl_loggers from torch.utils.data import DataLoader, Dataset from dataset import KoBARTSummaryDataset from transformers import BartForConditionalGeneration, PreTrainedTokenizerFast from transformers.optimization import AdamW, get_cosine_schedule_with_warmup from kobart import get_pytorch_kobart_model, get_kobart_tokenizer class ArgsBase(): @staticmethod def add_model_specific_args(parent_parser): parser = argparse.ArgumentParser( parents=[parent_parser], add_help=False) parser.add_argument('--train_file', type=str, default='data/train.tsv', help='train file') parser.add_argument('--test_file', type=str, default='data/test.tsv', help='test file') parser.add_argument('--batch_size', type=int, default=28, help='') parser.add_argument('--max_len', type=int, default=512, help='max seq len') return parser class KobartSummaryModule(pl.LightningDataModule): def __init__(self, train_file, test_file, tok, max_len=512, batch_size=8, num_workers=5): super().__init__()
|
self.batch_size = batch_size self.max_len = max_len self.train_file_path = train_file self.test_file_path = test_file if tok is None: self.tok = get_kobart_tokenizer() else: self.tok = tok self.num_workers = num_workers @staticmethod def add_model_specific_args(parent_parser): parser = argparse.ArgumentParser( parents=[parent_parser], add_help=False) parser.add_argument('--num_workers', type=int, default=5, help='num of worker for dataloader') return parser # OPTIONAL, called for every GPU/machine (assigning state is OK) def setup(self, stage): # split dataset self.train = KoBARTSummaryDataset(self.train_file_path, self.tok, self.max_len) self.test = KoBARTSummaryDataset(self.test_file_path, self.tok, self.max_len) ... [13 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 4
| 2
| 2,770
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport argparse\nimport logging\nimport os\nimport numpy as np\nimport pandas as pd\nimport pytorch_lightning as pl\nimport torch\nfrom pytorch_lightning import loggers as pl_loggers\nfrom torch.utils.data import DataLoader, Dataset\nfrom dataset import KoBARTSummaryDataset\nfrom transformers import BartForConditionalGeneration, PreTrainedTokenizerFast\nfrom transformers.optimization import AdamW, get_cosine_schedule_with_warmup\nfrom kobart import get_pytorch_kobart_model, get_kobart_tokenizer\n\nclass ArgsBase():\n @staticmethod\n def add_model_specific_args(parent_parser):\n parser = argparse.ArgumentParser(\n parents=[parent_parser], add_help=False)\n parser.add_argument('--train_file',\n type=str,\n default='data/train.tsv',\n help='train file')\n\n parser.add_argument('--test_file',\n type=str,\n default='data/test.tsv',\n help='test file')\n\n parser.add_argument('--batch_size',\n type=int,\n default=28,\n help='')\n\n parser.add_argument('--max_len',\n type=int,\n default=512,\n help='max seq len')\n return parser\n\nclass KobartSummaryModule(pl.LightningDataModule):\n def __init__(self, train_file,\n test_file, tok,\n max_len=512,\n batch_size=8,\n num_workers=5):\n super().__init__()"}, {"role": "assistant", "content": "\n self.batch_size = batch_size\n self.max_len = max_len\n self.train_file_path = train_file\n self.test_file_path = test_file\n if tok is None:\n self.tok = get_kobart_tokenizer()\n else:\n self.tok = tok\n self.num_workers = num_workers\n\n @staticmethod\n def add_model_specific_args(parent_parser):\n parser = argparse.ArgumentParser(\n parents=[parent_parser], add_help=False)\n parser.add_argument('--num_workers',\n type=int,\n default=5,\n help='num of worker for dataloader')\n return parser\n\n # OPTIONAL, called for every GPU/machine (assigning state is OK)\n def setup(self, stage):\n # split dataset\n self.train = KoBARTSummaryDataset(self.train_file_path,\n self.tok,\n self.max_len)\n self.test = KoBARTSummaryDataset(self.test_file_path,\n self.tok,\n self.max_len)\n\n\n ... [13 more functiondefs truncated] ..."}]
| false
| null | null | null |
07e4a4e5e49ff1a01f2886f954c1382ba8822f86
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class ShellySensor(ShellyBlockAttributeEntity, SensorEntity): """Represent a shelly sensor.""" def __init__( self, wrapper: ShellyDeviceWrapper, block: aioshelly.Block, attribute: str, description: BlockAttributeDescription, ) -> None: """Initialize sensor.""" super().__init__(wrapper, block, attribute, description) self._last_value: float | None = None if description.last_reset == LAST_RESET_NEVER: self._attr_last_reset = dt.utc_from_timestamp(0) elif description.last_reset == LAST_RESET_UPTIME: self._attr_last_reset = ( dt.utcnow() - timedelta(seconds=wrapper.device.status["uptime"]) ).replace(second=0, microsecond=0) @property def state(self) -> StateType: """Return value of sensor.""" if ( self.description.last_reset == LAST_RESET_UPTIME and self.attribute_value is not None ): value = cast(float, self.attribute_value) if self._last_value and self._last_value > value: self._attr_last_reset = dt.utcnow().replace(second=0, microsecond=0) _LOGGER.info("Energy reset detected for entity %s", self.name) self._last_value = value return self.attribute_value @property def state_class(self) -> str | None: """State class of sensor.""" # Complete this line @property def unit_of_measurement(self) -> str | None: """Return unit of sensor.""" return cast(str, self._unit) class ShellyRestSensor(ShellyRestAttributeEntity, SensorEntity): """Represent a shelly REST sensor.""" @property def state(self) -> StateType: """Return value of sensor.""" return self.attribute_value @property def state_class(self) -> str | None: """State class of sensor.""" return self.description.state_class @property def unit_of_measurement(self) -> str | None: """Return unit of sensor.""" return self.description.unit class ShellySleepingSensor(ShellySleepingBlockAttributeEntity, SensorEntity): """Represent a shelly sleeping sensor.""" @property def state(self) -> StateType: """Return value of sensor.""" if self.block is not None: return self.attribute_value return self.last_state @property def state_class(self) -> str | None: """State class of sensor.""" return self.description.state_class @property def unit_of_measurement(self) -> str | None: """Return unit of sensor.""" return cast(str, self._unit)
|
The missing line is: return self.description.state_class
|
advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 10
| 3
| 2,728
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass ShellySensor(ShellyBlockAttributeEntity, SensorEntity):\n \"\"\"Represent a shelly sensor.\"\"\"\n\n def __init__(\n self,\n wrapper: ShellyDeviceWrapper,\n block: aioshelly.Block,\n attribute: str,\n description: BlockAttributeDescription,\n ) -> None:\n \"\"\"Initialize sensor.\"\"\"\n super().__init__(wrapper, block, attribute, description)\n self._last_value: float | None = None\n\n if description.last_reset == LAST_RESET_NEVER:\n self._attr_last_reset = dt.utc_from_timestamp(0)\n elif description.last_reset == LAST_RESET_UPTIME:\n self._attr_last_reset = (\n dt.utcnow() - timedelta(seconds=wrapper.device.status[\"uptime\"])\n ).replace(second=0, microsecond=0)\n\n @property\n def state(self) -> StateType:\n \"\"\"Return value of sensor.\"\"\"\n if (\n self.description.last_reset == LAST_RESET_UPTIME\n and self.attribute_value is not None\n ):\n value = cast(float, self.attribute_value)\n\n if self._last_value and self._last_value > value:\n self._attr_last_reset = dt.utcnow().replace(second=0, microsecond=0)\n _LOGGER.info(\"Energy reset detected for entity %s\", self.name)\n\n self._last_value = value\n\n return self.attribute_value\n\n @property\n def state_class(self) -> str | None:\n \"\"\"State class of sensor.\"\"\"\n # Complete this line\n\n @property\n def unit_of_measurement(self) -> str | None:\n \"\"\"Return unit of sensor.\"\"\"\n return cast(str, self._unit)\n\n\nclass ShellyRestSensor(ShellyRestAttributeEntity, SensorEntity):\n \"\"\"Represent a shelly REST sensor.\"\"\"\n\n @property\n def state(self) -> StateType:\n \"\"\"Return value of sensor.\"\"\"\n return self.attribute_value\n\n @property\n def state_class(self) -> str | None:\n \"\"\"State class of sensor.\"\"\"\n return self.description.state_class\n\n @property\n def unit_of_measurement(self) -> str | None:\n \"\"\"Return unit of sensor.\"\"\"\n return self.description.unit\n\n\nclass ShellySleepingSensor(ShellySleepingBlockAttributeEntity, SensorEntity):\n \"\"\"Represent a shelly sleeping sensor.\"\"\"\n\n @property\n def state(self) -> StateType:\n \"\"\"Return value of sensor.\"\"\"\n if self.block is not None:\n return self.attribute_value\n\n return self.last_state\n\n @property\n def state_class(self) -> str | None:\n \"\"\"State class of sensor.\"\"\"\n return self.description.state_class\n\n @property\n def unit_of_measurement(self) -> str | None:\n \"\"\"Return unit of sensor.\"\"\"\n return cast(str, self._unit)"}, {"role": "assistant", "content": "The missing line is:\n return self.description.state_class"}]
| false
| null | null | null |
07e4f4a4fe370f9d6aeaae97b9bd2ee2d9364898
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """ Web settings to override for testing. """ import os from biothings.web.settings.default import QUERY_KWARGS # ***************************************************************************** # Elasticsearch Variables # ***************************************************************************** ES_INDEX = 'bts_test' ES_DOC_TYPE = 'gene' ES_SCROLL_SIZE = 60 # ***************************************************************************** # User Input Control # ***************************************************************************** # use a smaller size for testing QUERY_KWARGS['GET']['facet_size']['default'] = 3 QUERY_KWARGS['GET']['facet_size']['max'] = 5 QUERY_KWARGS['POST']['q']['jsoninput'] = True # ***************************************************************************** # Elasticsearch Query Builder # ***************************************************************************** ALLOW_RANDOM_QUERY = True ALLOW_NESTED_AGGS = True USERQUERY_DIR = os.path.join(os.path.dirname(__file__), 'userquery') # ***************************************************************************** # Endpoints Specifics # ***************************************************************************** STATUS_CHECK = { 'id': '1017', 'index': 'bts_test', 'doc_type': '_all'
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 • Unclosed '{' at line 33 - expected '}' • SyntaxError: '{' was never closed at line 33 Fixes: • Add closing quote at line 1 • Add closing '}' bracket • Review code syntax
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,300
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"\n Web settings to override for testing.\n\"\"\"\nimport os\n\nfrom biothings.web.settings.default import QUERY_KWARGS\n\n# *****************************************************************************\n# Elasticsearch Variables\n# *****************************************************************************\nES_INDEX = 'bts_test'\nES_DOC_TYPE = 'gene'\nES_SCROLL_SIZE = 60\n\n# *****************************************************************************\n# User Input Control\n# *****************************************************************************\n# use a smaller size for testing\nQUERY_KWARGS['GET']['facet_size']['default'] = 3\nQUERY_KWARGS['GET']['facet_size']['max'] = 5\nQUERY_KWARGS['POST']['q']['jsoninput'] = True\n\n# *****************************************************************************\n# Elasticsearch Query Builder\n# *****************************************************************************\nALLOW_RANDOM_QUERY = True\nALLOW_NESTED_AGGS = True\nUSERQUERY_DIR = os.path.join(os.path.dirname(__file__), 'userquery')\n\n# *****************************************************************************\n# Endpoints Specifics\n# *****************************************************************************\nSTATUS_CHECK = {\n 'id': '1017',\n 'index': 'bts_test',\n 'doc_type': '_all'"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 Unclosed '{' at line 33 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 33\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Add closing '}' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
07e5b14fe954fccf9ada38a8fb44f9dd227c6830
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ Custom management command to rebuild thumbnail images - May be required after importing a new dataset, for example """ import os import logging from PIL import UnidentifiedImageError from django.core.management.base import BaseCommand from django.conf import settings from django.db.utils import OperationalError, ProgrammingError from company.models import Company from part.models import Part logger = logging.getLogger("inventree-thumbnails") class Command(BaseCommand): """ Rebuild all thumbnail images """ def rebuild_thumbnail(self, model): """ Rebuild the thumbnail specified by the "image" field of the provided model """ if not model.image: return img = model.image url = img.thumbnail.name loc = os.path.join(settings.MEDIA_ROOT, url) if not os.path.exists(loc): logger.info(f"Generating thumbnail image for '{img}'") try: model.image.render_variations(replace=False) except FileNotFoundError: logger.error(f"ERROR: Image file '{img}' is missing") except UnidentifiedImageError: logger.error(f"ERROR: Image file '{img}' is not a valid image") def handle(self, *args, **kwargs): logger.setLevel(logging.INFO) logger.info("Rebuilding Part thumbnails") for part in Part.objects.exclude(image=None): try: self.rebuild_thumbnail(part) except (OperationalError, ProgrammingError): logger.error("ERROR: Database read error.") break logger.info("Rebuilding Company thumbnails") for company in Company.objects.exclude(image=None): try: self.rebuild_thumbnail(company) except (OperationalError, ProgrammingError): logger.error("ERROR: abase read error.") break
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 Block at line 50 has no indented body ⚠️ Code quality: Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 68 Unexpected indentation at line 70 ✨ Improvements: Add closing quote at line 1 Add docstring to function 'handle'
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,969
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nCustom management command to rebuild thumbnail images\n\n- May be required after importing a new dataset, for example\n\"\"\"\n\nimport os\nimport logging\n\nfrom PIL import UnidentifiedImageError\n\nfrom django.core.management.base import BaseCommand\nfrom django.conf import settings\nfrom django.db.utils import OperationalError, ProgrammingError\n\nfrom company.models import Company\nfrom part.models import Part\n\n\nlogger = logging.getLogger(\"inventree-thumbnails\")\n\n\nclass Command(BaseCommand):\n \"\"\"\n Rebuild all thumbnail images\n \"\"\"\n\n def rebuild_thumbnail(self, model):\n \"\"\"\n Rebuild the thumbnail specified by the \"image\" field of the provided model\n \"\"\"\n\n if not model.image:\n return\n\n img = model.image\n url = img.thumbnail.name\n loc = os.path.join(settings.MEDIA_ROOT, url)\n \n if not os.path.exists(loc):\n logger.info(f\"Generating thumbnail image for '{img}'\")\n\n try:\n model.image.render_variations(replace=False)\n except FileNotFoundError:\n logger.error(f\"ERROR: Image file '{img}' is missing\")\n except UnidentifiedImageError:\n logger.error(f\"ERROR: Image file '{img}' is not a valid image\")\n\n def handle(self, *args, **kwargs):\n\n logger.setLevel(logging.INFO)\n\n logger.info(\"Rebuilding Part thumbnails\")\n\n for part in Part.objects.exclude(image=None):\n try:\n self.rebuild_thumbnail(part)\n except (OperationalError, ProgrammingError):\n logger.error(\"ERROR: Database read error.\")\n break\n\n logger.info(\"Rebuilding Company thumbnails\")\n\n for company in Company.objects.exclude(image=None):\n try:\n self.rebuild_thumbnail(company)\n except (OperationalError, ProgrammingError):\n logger.error(\"ERROR: abase read error.\")\n break"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Block at line 50 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 59\n Unexpected indentation at line 61\n Unexpected indentation at line 68\n Unexpected indentation at line 70\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to function 'handle'"}]
| false
| null | null | null |
07e700a1cf3d3463190722de4956e44165a923c7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import discord from discord.ext import commands import urllib.parse from .constants import themes, controls, languages, fonts, escales import os from pathlib import Path from typing import Any # from pyppeteer import launch from io import * import requests def encode_url(text: str) -> str: first_encoding = urllib.parse.quote(text, safe="*()") return urllib.parse.quote(first_encoding, safe="*") # Carbonsh encodes text twice def hex_to_rgb(hex: str) -> tuple: """ Args: hex (str): """ return tuple(int(hex.lstrip("#")[i : i + 2], 16) for i in (0, 2, 4)) def parse_bg(background) -> str: if background == "": return "rgba(171, 184, 195, 1)" elif background[0] == "#" or "(" not in background: return f"rgba{hex_to_rgb(background) + (1,)}" return background def int_to_px(number) -> str: return f"{number}px" def int_to_percent(number) -> str: return f"{number}%" def trim_url(text: str) -> str: if len(text) < 2000: return text if "%25" not in text: return text[:2000]
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 20 • Unclosed '(' at line 30 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 8
| 1
| 1,076
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport discord\nfrom discord.ext import commands\nimport urllib.parse\nfrom .constants import themes, controls, languages, fonts, escales\nimport os\nfrom pathlib import Path\nfrom typing import Any\n\n# from pyppeteer import launch\nfrom io import *\nimport requests\n\n\ndef encode_url(text: str) -> str:\n first_encoding = urllib.parse.quote(text, safe=\"*()\")\n return urllib.parse.quote(first_encoding, safe=\"*\") # Carbonsh encodes text twice\n\n\ndef hex_to_rgb(hex: str) -> tuple:\n \"\"\"\n Args:\n hex (str):\n \"\"\"\n return tuple(int(hex.lstrip(\"#\")[i : i + 2], 16) for i in (0, 2, 4))\n\n\ndef parse_bg(background) -> str:\n if background == \"\":\n return \"rgba(171, 184, 195, 1)\"\n elif background[0] == \"#\" or \"(\" not in background:\n return f\"rgba{hex_to_rgb(background) + (1,)}\"\n return background\n\n\ndef int_to_px(number) -> str:\n return f\"{number}px\"\n\n\ndef int_to_percent(number) -> str:\n return f\"{number}%\"\n\n\ndef trim_url(text: str) -> str:\n if len(text) < 2000:\n return text\n\n if \"%25\" not in text:\n return text[:2000]"}, {"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 30 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07e88f36bd18f9a9dc8241de858cfab239c3ca4a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # shows artist info for a URN or URL import spotipy_twisted import sys import pprint if len(sys.argv) > 1: urn = sys.argv[1 + 1] else: urn = 'spotify:artist:3jOstUTkEu2JkjvRdBA5Gu' sp = spotipy_twisted.Spotify() artist = sp.artist(urn) pprint.pprint(artist)
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 271
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# shows artist info for a URN or URL\n\nimport spotipy_twisted\nimport sys\nimport pprint\n\nif len(sys.argv) > 1:\n urn = sys.argv[1 + 1]\nelse:\n urn = 'spotify:artist:3jOstUTkEu2JkjvRdBA5Gu'\n\nsp = spotipy_twisted.Spotify()\n\nartist = sp.artist(urn)\n\npprint.pprint(artist)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
07e994b02286199ddba77a78c4751e4388520310
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import busio import digitalio import board import adafruit_mcp3xxx.mcp3002 as MCP from adafruit_mcp3xxx.analog_in import AnalogIn # create the spi bus spi = busio.SPI(clock=board.SCK, MISO=board.MISO, MOSI=board.MOSI) # create the cs (chip select) cs = digitalio.DigitalInOut(board.D5) # create the mcp object ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: mcp = MCP.MCP3002(spi, cs) # create an analog input channel on pin 0 chan = AnalogIn(mcp, MCP.P0)
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 312
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport busio\nimport digitalio\nimport board\nimport adafruit_mcp3xxx.mcp3002 as MCP\nfrom adafruit_mcp3xxx.analog_in import AnalogIn\n\n# create the spi bus\nspi = busio.SPI(clock=board.SCK, MISO=board.MISO, MOSI=board.MOSI)\n\n# create the cs (chip select)\ncs = digitalio.DigitalInOut(board.D5)\n\n# create the mcp object\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:\nmcp = MCP.MCP3002(spi, cs)\n\n# create an analog input channel on pin 0\nchan = AnalogIn(mcp, MCP.P0)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07ea3ff52f1fa71b79053f13390d47944be9bd66
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from glue.core.data_factories.helpers import has_extension from glue.config import data_factory __all__ = ['tabular_data'] @data_factory(label="ASCII Table", identifier=has_extension('csv txt tsv tbl dat ' 'csv.gz txt.gz tbl.bz ' 'dat.gz'), priority=1) def tabular_data(path, **kwargs): from glue.core.data_factories.astropy_table import astropy_tabular_data from glue.core.data_factories.pandas import pandas_read_table for __all__ in [astropy_tabular_data, pandas_read_table]: try: return fac(path, **kwargs) except Exception: pass else: raise IOError("Could not parse file: %s" % path)
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "__all__" shadows outer scope Severity: LOW Location: Line 16 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
|
intermediate
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 763
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom glue.core.data_factories.helpers import has_extension\nfrom glue.config import data_factory\n\n\n__all__ = ['tabular_data']\n\n\n@data_factory(label=\"ASCII Table\",\n identifier=has_extension('csv txt tsv tbl dat '\n 'csv.gz txt.gz tbl.bz '\n 'dat.gz'),\n priority=1)\ndef tabular_data(path, **kwargs):\n from glue.core.data_factories.astropy_table import astropy_tabular_data\n from glue.core.data_factories.pandas import pandas_read_table\n for __all__ in [astropy_tabular_data, pandas_read_table]:\n try:\n return fac(path, **kwargs)\n except Exception:\n pass\n else:\n raise IOError(\"Could not parse file: %s\" % path)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"__all__\" shadows outer scope\n Severity: LOW\n\n Location: Line 16\n\n Explanation: Variable name reused in nested scope - may cause confusion\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
07eb8c54a1c0d882798ebdd645e52dda754bb70e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.shortcuts import render from django.http import Http404 from django.views.generic.edit import UpdateView from django.views.generic import ListView, View from django.contrib.auth.decorators import login_required from django.contrib.auth.models import User from django.utils.decorators import method_decorator import logging from ..models.projects import Project from ..models.authors import Author from ..forms import AuthorForm from .permission_helpers import PermissionOnObjectViewMixin # logger for this file logger = logging.getLogger(__name__) class AuthorListView(ListView): """A generic view of the authors in a list""" paginate_by = 10 template_name = "code_doc/authors/author_list.html" context_object_name = "authors" model = Author def detail_author(request, author_id): try:
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Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 32 has no body - expected indented block • IndentationError at line 32 Fix: Add body to Try block or use 'pass' statement
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advanced
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api
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error_detection
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Pythoncode:Python
| 4
| 3
| 831
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.shortcuts import render\nfrom django.http import Http404\n\nfrom django.views.generic.edit import UpdateView\nfrom django.views.generic import ListView, View\nfrom django.contrib.auth.decorators import login_required\nfrom django.contrib.auth.models import User\nfrom django.utils.decorators import method_decorator\n\n\nimport logging\n\nfrom ..models.projects import Project\nfrom ..models.authors import Author\nfrom ..forms import AuthorForm\nfrom .permission_helpers import PermissionOnObjectViewMixin\n\n# logger for this file\nlogger = logging.getLogger(__name__)\n\n\nclass AuthorListView(ListView):\n \"\"\"A generic view of the authors in a list\"\"\"\n\n paginate_by = 10\n template_name = \"code_doc/authors/author_list.html\"\n context_object_name = \"authors\"\n model = Author\n\n\ndef detail_author(request, author_id):\n try:"}, {"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 32 has no body - expected indented block\n \u2022 IndentationError at line 32\n\n Fix: Add body to Try block or use 'pass' statement"}]
| true
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syntax
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MID_BLOCK
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HIGH
|
07ebcae81863c1e60bd65e743d7f7961451a23cf
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # External deps import os, sys, json from pathlib import Path from typing import Dict, List # Internal deps os.chdir(sys.path[0]) sys.path.append("..") import df_common as dfc import analyses_common as ac # Generated files directory GEN_FILE_DIR = str(Path(__file__).resolve().parent.parent) + os.sep + "generated_files" # TODO: ugly parent.parent pathing if os.path.exists(GEN_FILE_DIR): sys.path.append(GEN_FILE_DIR) if os.path.exists(os.path.join(GEN_FILE_DIR, "sloc_cnt.py")): from sloc_cnt import DRIVER_NAME_TO_SLOC else: print("Error: no SLOC file! Run \'df_analyze.py\' with \'--linux-src-dir\'") sys.exit(1) if __name__ == "__main__": json_files = ac.argparse_and_get_files("Graph SLOC/SoC data") soc_sloc_by_arch: Dict[str, List[int]] = {} print("Gathering SLOC average by arch...") from graph_dd_sloc_by_arch import get_sloc_avg_and_list_by_arch cmp_by_arch = ac.build_dict_two_lvl_cnt(json_files, dfc.JSON_ARC, dfc.JSON_CMP_STR) avg_sloc_by_arch, sloc_list_by_arch = get_sloc_avg_and_list_by_arch(cmp_by_arch, verbose = False) # Collection print("Iterating DTBs/SoCs...") for dtb_json in json_files: with open(dtb_json) as json_file: data = json.load(json_file) soc_sloc = 0 arch = data[dfc.JSON_ARC] cmp_strs = data[dfc.JSON_CMP_STR] # Total SLOC for this SoC for cmp_str in cmp_strs: driver_sloc = dfc.cmp_str_to_sloc(cmp_str) if not driver_sloc: # Closed-source driver driver_sloc = avg_sloc_by_arch[arch] soc_sloc += driver_sloc #print("{}: {}".format(cmp_str, driver_sloc)) if arch not in soc_sloc_by_arch: soc_sloc_by_arch[arch] = [] else: soc_sloc_by_arch[arch].append(soc_sloc) print("{} ({}): {}".format(dtb_json.split(os.sep)[-1], arch, soc_sloc)) # Final stats ac.print_mean_median_std_dev_for_dict_of_lists(soc_sloc_by_arch, "\nSloc Per Soc, format: [arch : (mean, median, std_dev)]\n")
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This code demonstrates Pythoncode:Python programming.
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intermediate
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database
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code_explanation
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Pythoncode:Python
| 0
| 0
| 2,073
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# External deps\nimport os, sys, json\nfrom pathlib import Path\nfrom typing import Dict, List\n\n# Internal deps\nos.chdir(sys.path[0])\nsys.path.append(\"..\")\nimport df_common as dfc\nimport analyses_common as ac\n\n# Generated files directory\nGEN_FILE_DIR = str(Path(__file__).resolve().parent.parent) + os.sep + \"generated_files\" # TODO: ugly parent.parent pathing\nif os.path.exists(GEN_FILE_DIR):\n sys.path.append(GEN_FILE_DIR)\n if os.path.exists(os.path.join(GEN_FILE_DIR, \"sloc_cnt.py\")):\n from sloc_cnt import DRIVER_NAME_TO_SLOC\nelse:\n print(\"Error: no SLOC file! Run \\'df_analyze.py\\' with \\'--linux-src-dir\\'\")\n sys.exit(1)\n\nif __name__ == \"__main__\":\n\n json_files = ac.argparse_and_get_files(\"Graph SLOC/SoC data\")\n soc_sloc_by_arch: Dict[str, List[int]] = {}\n\n print(\"Gathering SLOC average by arch...\")\n from graph_dd_sloc_by_arch import get_sloc_avg_and_list_by_arch\n cmp_by_arch = ac.build_dict_two_lvl_cnt(json_files, dfc.JSON_ARC, dfc.JSON_CMP_STR)\n avg_sloc_by_arch, sloc_list_by_arch = get_sloc_avg_and_list_by_arch(cmp_by_arch, verbose = False)\n\n # Collection\n print(\"Iterating DTBs/SoCs...\")\n for dtb_json in json_files:\n\n with open(dtb_json) as json_file:\n data = json.load(json_file)\n\n soc_sloc = 0\n arch = data[dfc.JSON_ARC]\n cmp_strs = data[dfc.JSON_CMP_STR]\n\n # Total SLOC for this SoC\n for cmp_str in cmp_strs:\n driver_sloc = dfc.cmp_str_to_sloc(cmp_str)\n if not driver_sloc: # Closed-source driver\n driver_sloc = avg_sloc_by_arch[arch]\n soc_sloc += driver_sloc\n #print(\"{}: {}\".format(cmp_str, driver_sloc))\n\n if arch not in soc_sloc_by_arch:\n soc_sloc_by_arch[arch] = []\n else:\n soc_sloc_by_arch[arch].append(soc_sloc)\n\n print(\"{} ({}): {}\".format(dtb_json.split(os.sep)[-1], arch, soc_sloc))\n\n # Final stats\n ac.print_mean_median_std_dev_for_dict_of_lists(soc_sloc_by_arch,\n \"\\nSloc Per Soc, format: [arch : (mean, median, std_dev)]\\n\")"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
07ee95bf0289bb4f328ba250a0e725c6cb917270
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import math import pytorch_lightning as pl class LearningRateDecayCallback(pl.Callback): def __init__(self, learning_rate, warmup_tokens=375e6, final_tokens=260e9, lr_decay=True): super().__init__() self.learning_rate = learning_rate self.tokens = 0 self.final_tokens = final_tokens self.lr_decay = lr_decay self.warmup_tokens = warmup_tokens def on_train_batch_end(self, trainer, pl_module, batch, batch_idx, dataloader_idx): optimizer = trainer.optimizers[0] _, y = batch if self.lr_decay: self.tokens += (y >= 0).sum() # number of tokens processed this step (i.e. label is not -100) if self.tokens < self.warmup_tokens: # linear warmup lr_mult = float(self.tokens) / float(max(1, self.warmup_tokens)) else: # cosine learning rate decay progress = float(self.tokens - self.warmup_tokens) / float( max(1, self.final_tokens - self.warmup_tokens)) lr_mult = max(0.1, 0.5 * (1.0 + math.cos(math.pi * progress))) lr = self.learning_rate * lr_mult for param_group in optimizer.param_groups: param_group['lr'] = lr
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Functions: __init__, on_train_batch_end Classes: LearningRateDecayCallback This code demonstrates Pythoncode:Python programming.
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advanced
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machine_learning
|
code_explanation
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Pythoncode:Python
| 2
| 1
| 1,271
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport math\nimport pytorch_lightning as pl\n\n\nclass LearningRateDecayCallback(pl.Callback):\n\n def __init__(self, learning_rate, warmup_tokens=375e6, final_tokens=260e9, lr_decay=True):\n super().__init__()\n self.learning_rate = learning_rate\n self.tokens = 0\n self.final_tokens = final_tokens\n self.lr_decay = lr_decay\n self.warmup_tokens = warmup_tokens\n\n def on_train_batch_end(self, trainer, pl_module, batch, batch_idx, dataloader_idx):\n optimizer = trainer.optimizers[0]\n _, y = batch\n\n if self.lr_decay:\n self.tokens += (y >= 0).sum() # number of tokens processed this step (i.e. label is not -100)\n if self.tokens < self.warmup_tokens:\n # linear warmup\n lr_mult = float(self.tokens) / float(max(1, self.warmup_tokens))\n else:\n # cosine learning rate decay\n progress = float(self.tokens - self.warmup_tokens) / float(\n max(1, self.final_tokens - self.warmup_tokens))\n lr_mult = max(0.1, 0.5 * (1.0 + math.cos(math.pi * progress)))\n lr = self.learning_rate * lr_mult\n for param_group in optimizer.param_groups:\n param_group['lr'] = lr"}, {"role": "assistant", "content": " Functions: __init__, on_train_batch_end\n Classes: LearningRateDecayCallback\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
07eea84b8f7990a608b685c1a60f3250095ce8a2
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # # Copyright (C) 2020 Chris Caron <lead2gold@gmail.com> # All rights reserved. # # This code is licensed under the MIT License. # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files(the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and / or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions : # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. import os import re import six import yaml import time from .. import plugins from ..AppriseAsset import AppriseAsset from ..URLBase import URLBase from ..common import ConfigFormat from ..common import CONFIG_FORMATS from ..common import ContentIncludeMode from ..utils import GET_SCHEMA_RE from ..utils import parse_list from ..utils import parse_bool from ..utils import parse_urls from . import SCHEMA_MAP # Test whether token is valid or not class ConfigBase(URLBase): """ This is the base class for all supported configuration sources """ # The Default Encoding to use if not otherwise detected encoding = 'utf-8' # The default expected configuration format unless otherwise # detected by the sub-modules default_config_format = ConfigFormat.TEXT # This is only set if the user overrides the config format on the URL # this should always initialize itself as None config_format = None # Don't read any more of this amount of data into memory as there is no # reason we should be reading in more. This is more of a safe guard then # anything else. 128KB (131072B) max_buffer_size = 131072 # By default all configuration is not includable using the 'include' # line found in configuration files. allow_cross_includes = ContentIncludeMode.NEVER # the config path manages the handling of relative include config_path = os.getcwd() ... [16 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 46 Block at line 13 has no indented body Invalid syntax at line 74: ... [16 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 71 ✨ Improvements: Complete the expression on the last line Add closing quote at line 46 Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 0
| 1
| 2,682
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# Copyright (C) 2020 Chris Caron <lead2gold@gmail.com>\n# All rights reserved.\n#\n# This code is licensed under the MIT License.\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files(the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and / or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions :\n#\n# The above copyright notice and this permission notice shall be included in\n# all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n# THE SOFTWARE.\n\nimport os\nimport re\nimport six\nimport yaml\nimport time\n\nfrom .. import plugins\nfrom ..AppriseAsset import AppriseAsset\nfrom ..URLBase import URLBase\nfrom ..common import ConfigFormat\nfrom ..common import CONFIG_FORMATS\nfrom ..common import ContentIncludeMode\nfrom ..utils import GET_SCHEMA_RE\nfrom ..utils import parse_list\nfrom ..utils import parse_bool\nfrom ..utils import parse_urls\nfrom . import SCHEMA_MAP\n\n# Test whether token is valid or not\nclass ConfigBase(URLBase):\n \"\"\"\n This is the base class for all supported configuration sources\n \"\"\"\n\n # The Default Encoding to use if not otherwise detected\n encoding = 'utf-8'\n\n # The default expected configuration format unless otherwise\n # detected by the sub-modules\n default_config_format = ConfigFormat.TEXT\n\n # This is only set if the user overrides the config format on the URL\n # this should always initialize itself as None\n config_format = None\n\n # Don't read any more of this amount of data into memory as there is no\n # reason we should be reading in more. This is more of a safe guard then\n # anything else. 128KB (131072B)\n max_buffer_size = 131072\n\n # By default all configuration is not includable using the 'include'\n # line found in configuration files.\n allow_cross_includes = ContentIncludeMode.NEVER\n\n # the config path manages the handling of relative include\n config_path = os.getcwd()\n\n\n ... [16 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 46\n Block at line 13 has no indented body\n Invalid syntax at line 74: ... [16 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 71\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 46\n Review syntax near the error location"}]
| false
| null | null | null |
07ef68929a367d76f0cb572e51ac36b254e815b0
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import sys import subprocess from subprocess import Popen, PIPE AV_LOG_QUIET = "quiet" AV_LOG_PANIC = "panic" AV_LOG_FATAL = "fatal" AV_LOG_ERROR = "error" AV_LOG_WARNING = "warning" AV_LOG_INFO = "info" AV_LOG_VERBOSE = "verbose" AV_LOG_DEBUG = "debug" ffmpeg_loglevel = AV_LOG_ERROR IS_WIN32 = 'win32' in str(sys.platform).lower() # Complete this line if IS_WIN32: startupinfo = subprocess.STARTUPINFO() startupinfo.dwFlags = subprocess.CREATE_NEW_CONSOLE | subprocess.STARTF_USESHOWWINDOW startupinfo.wShowWindow = subprocess.SW_HIDE SUBPROCESS_ARGS['startupinfo'] = startupinfo def popen_ffmpeg(inner_args): cmd = [ 'ffmpeg', *inner_args, # logging '-loglevel', ffmpeg_loglevel, '-hide_banner', ] process = Popen(cmd, stdout=PIPE, stderr=PIPE, **SUBPROCESS_ARGS) stdout, stderr = process.communicate() print(stderr.decode(), end='', file=sys.stderr) return stdout, stderr
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The missing line is: SUBPROCESS_ARGS = {}
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intermediate
|
database
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fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 977
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport sys\nimport subprocess\nfrom subprocess import Popen, PIPE\n\nAV_LOG_QUIET = \"quiet\"\nAV_LOG_PANIC = \"panic\"\nAV_LOG_FATAL = \"fatal\"\nAV_LOG_ERROR = \"error\"\nAV_LOG_WARNING = \"warning\"\nAV_LOG_INFO = \"info\"\nAV_LOG_VERBOSE = \"verbose\"\nAV_LOG_DEBUG = \"debug\"\n\nffmpeg_loglevel = AV_LOG_ERROR\n\nIS_WIN32 = 'win32' in str(sys.platform).lower()\n # Complete this line\nif IS_WIN32:\n startupinfo = subprocess.STARTUPINFO()\n startupinfo.dwFlags = subprocess.CREATE_NEW_CONSOLE | subprocess.STARTF_USESHOWWINDOW\n startupinfo.wShowWindow = subprocess.SW_HIDE\n SUBPROCESS_ARGS['startupinfo'] = startupinfo\n\n\ndef popen_ffmpeg(inner_args):\n\n cmd = [\n 'ffmpeg',\n\n *inner_args,\n\n # logging\n '-loglevel', ffmpeg_loglevel,\n '-hide_banner',\n ]\n\n process = Popen(cmd, stdout=PIPE, stderr=PIPE, **SUBPROCESS_ARGS)\n stdout, stderr = process.communicate()\n print(stderr.decode(), end='', file=sys.stderr)\n return stdout, stderr"}, {"role": "assistant", "content": "The missing line is:\nSUBPROCESS_ARGS = {}"}]
| false
| null | null | null |
07f0b2b68417d129704d340d100e569555824ebc
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from setuptools import setup setup( name="nmn-iwp", version="0.1", keywor ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: packages=["vr", "vr.models"] )
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beginner
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machine_learning
|
incomplete_code
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Pythoncode:Python
| 0
| 0
| 86
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom setuptools import setup\n\nsetup(\n name=\"nmn-iwp\",\n version=\"0.1\",\n keywor\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 packages=[\"vr\", \"vr.models\"]\n)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07f0cc1a2096d19875fd8be0522fd82d52ff8b5c
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: class BSP_Grid(object): def __init__(self, node_array, tris, allocate_step=100000): """ Store the triangles with an enumeration so that even when they are subdivided their identity is not lost. """ tri_nums = np.arange(len(tris), dtype= Error: SyntaxError: unterminated string literal
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Fixed Code: class BSP_Grid(object): def __init__(self, node_array, tris, allocate_step=100000): """ Store the triangles with an enumeration so that even when they are subdivided their identity is not lost. """ tri_nums = np.arange(len(tris), dtype=np.int32).reshape((len(tris), 1)) minus_ones = -np.ones((len(tris), 6), dtype=np.int32) self.tris = np.hstack((tris, minus_ones, tri_nums)) self.allocate_step = allocate_step Explanation: Close the string literal with matching quote
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advanced
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ui
|
error_fixing
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Pythoncode:Python
| 4
| 1
| 288
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass BSP_Grid(object):\r\n def __init__(self, node_array, tris, allocate_step=100000):\r\n \"\"\" \r\n Store the triangles with an enumeration so that even when they are subdivided their \r\n identity is not lost.\r\n \"\"\"\r\n tri_nums = np.arange(len(tris), dtype=\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass BSP_Grid(object):\r\n def __init__(self, node_array, tris, allocate_step=100000):\r\n \"\"\" \r\n Store the triangles with an enumeration so that even when they are subdivided their \r\n identity is not lost.\r\n \"\"\"\r\n tri_nums = np.arange(len(tris), dtype=np.int32).reshape((len(tris), 1))\r\n minus_ones = -np.ones((len(tris), 6), dtype=np.int32)\r\n\r\n self.tris = np.hstack((tris, minus_ones, tri_nums))\r\n \r\n self.allocate_step = allocate_step\r\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
07f1195aa55500ccfbdb1eb16ce8a5e553bfeb5d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: ''' >List of functions 1. encrypt(user_input,passphrase) - Encrypt the given string with the given passphrase. Returns cipher text and locked pad. 2. decrypt(cipher_text,locked_pad,passphrase) - Decrypt the cipher text encrypted with SBET. It requires cipher text, locked pad, and passphrase. ''' # CODE ======================================================================== import zlib import random from hashlib import sha1 from silver_bullet.TRNG import trlist from silver_bullet.contain_value import contain ascii_value=256 def ciphering(target_list,pad,decrypt=False): result=[] for counter in range(len(pad)): if decrypt==False: operated=contain(target_list[counter]+pad[counter],ascii_value) else: operated=contain(int(target_list[counter])-pad[counter],ascii_value) result.append(operated) return result def locker(pad,passphrase): cutter=round(len(passphrase)/2) splited=[passphrase[:cutter],passphrase[cutter:]] locker=[0 for counter in range(len(pad))] for element in splited: bloated_seed=sha1(element.encode()).hexdigest() # Complete this line locker=[contain(random.randrange(ascii_value)+element,ascii_value) for element in locker] holder=[] for counter in range(len(pad)): operated=int(pad[counter])^locker[counter] holder.append(operated) return holder def encrypt(user_input,passphrase): compressed=zlib.compress(user_input.encode()) ui_listed=list(compressed) pad=trlist(len(ui_listed),ascii_value) ct=ciphering(ui_listed,pad) lp=locker(pad,passphrase) cipher_text=' '.join(map(str,ct)) locked_pad=' '.join(map(str,lp)) return cipher_text, locked_pad def decrypt(cipher_text,locked_pad,passphrase): ct=cipher_text.split(' ') lp=locked_pad.split(' ') pad=locker(lp,passphrase) pt=ciphering(ct,pad,True) byted=bytes(pt) decompressed=zlib.decompress(byted).decode() return decompressed
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The missing line is: random.seed(bloated_seed)
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intermediate
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ui
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fill_in_the_blank
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Pythoncode:Python
| 4
| 0
| 1,884
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n'''\n>List of functions\n\t1. encrypt(user_input,passphrase)\t-\tEncrypt the given string with the given passphrase. Returns cipher text and locked pad.\n\t2. decrypt(cipher_text,locked_pad,passphrase)\t-\tDecrypt the cipher text encrypted with SBET. It requires cipher text, locked pad, and passphrase.\n'''\n\n\n# CODE ========================================================================\n\nimport zlib\nimport random\nfrom hashlib import sha1\nfrom silver_bullet.TRNG import trlist\nfrom silver_bullet.contain_value import contain\n\n\nascii_value=256\n\n\ndef ciphering(target_list,pad,decrypt=False):\n\tresult=[]\n\n\tfor counter in range(len(pad)):\n\t\tif decrypt==False:\n\t\t\toperated=contain(target_list[counter]+pad[counter],ascii_value)\n\t\telse:\n\t\t\toperated=contain(int(target_list[counter])-pad[counter],ascii_value)\n\n\t\tresult.append(operated)\n\n\treturn result\n\n\ndef locker(pad,passphrase):\n\tcutter=round(len(passphrase)/2)\n\tsplited=[passphrase[:cutter],passphrase[cutter:]]\n\tlocker=[0 for counter in range(len(pad))]\n\n\tfor element in splited:\n\t\tbloated_seed=sha1(element.encode()).hexdigest()\n # Complete this line\n\t\tlocker=[contain(random.randrange(ascii_value)+element,ascii_value) for element in locker]\n\t\n\tholder=[]\n\n\tfor counter in range(len(pad)):\n\t\toperated=int(pad[counter])^locker[counter]\n\t\tholder.append(operated)\n\n\treturn holder\n\n\ndef encrypt(user_input,passphrase):\n\tcompressed=zlib.compress(user_input.encode())\n\tui_listed=list(compressed)\n\tpad=trlist(len(ui_listed),ascii_value)\n\n\tct=ciphering(ui_listed,pad)\n\tlp=locker(pad,passphrase)\n\n\tcipher_text=' '.join(map(str,ct))\n\tlocked_pad=' '.join(map(str,lp))\n\treturn cipher_text, locked_pad\n\n\ndef decrypt(cipher_text,locked_pad,passphrase):\n\tct=cipher_text.split(' ')\n\tlp=locked_pad.split(' ')\n\t\n\tpad=locker(lp,passphrase)\n\tpt=ciphering(ct,pad,True)\n\n\tbyted=bytes(pt)\n\tdecompressed=zlib.decompress(byted).decode()\n\n\treturn decompressed"}, {"role": "assistant", "content": "The missing line is:\n\t\trandom.seed(bloated_seed)"}]
| false
| null | null | null |
07f12eb8f08aef21196193b3111071cb20b8013a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- """ pyfire.errors ~~~~~~~~~~~~~~~~~~~~~~ Holds the global used base errors :copyright: 2011 by the pyfire Team, see AUTHORS for more details. :license: BSD, see LICENSE for more details. """ import xml.etree.ElementTree as ET class XMPPProtocolError(Exception): """Base class for all errors that can be sent via XMPP Protocol to peer """ def __init__(self, error_element, error_namespace, error_name=None): self.error_name = error_name self.element = ET.Element(error_element) self.element.set("xmlns", error_namespace) # per default all errors are recoverable self.unrecoverable = False def __unicode__(self): if self.error_name is not None: self.element.append(ET.Element(self.error_name) return unicode(ET.tostring(self.element)) Error: SyntaxError: unmatched brackets
|
Fixed Code: # -*- coding: utf-8 -*- """ pyfire.errors ~~~~~~~~~~~~~~~~~~~~~~ Holds the global used base errors :copyright: 2011 by the pyfire Team, see AUTHORS for more details. :license: BSD, see LICENSE for more details. """ import xml.etree.ElementTree as ET class XMPPProtocolError(Exception): """Base class for all errors that can be sent via XMPP Protocol to peer """ def __init__(self, error_element, error_namespace, error_name=None): Explanation: Add missing ')' bracket at line 29
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advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 875
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\n pyfire.errors\n ~~~~~~~~~~~~~~~~~~~~~~\n\n Holds the global used base errors\n\n :copyright: 2011 by the pyfire Team, see AUTHORS for more details.\n :license: BSD, see LICENSE for more details.\n\"\"\"\n\nimport xml.etree.ElementTree as ET\n\n\nclass XMPPProtocolError(Exception):\n \"\"\"Base class for all errors that can be\n sent via XMPP Protocol to peer\n \"\"\"\n\n def __init__(self, error_element, error_namespace, error_name=None):\n self.error_name = error_name\n self.element = ET.Element(error_element)\n self.element.set(\"xmlns\", error_namespace)\n # per default all errors are recoverable\n self.unrecoverable = False\n\n def __unicode__(self):\n if self.error_name is not None:\n self.element.append(ET.Element(self.error_name)\n return unicode(ET.tostring(self.element))\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\"\"\"\n pyfire.errors\n ~~~~~~~~~~~~~~~~~~~~~~\n\n Holds the global used base errors\n\n :copyright: 2011 by the pyfire Team, see AUTHORS for more details.\n :license: BSD, see LICENSE for more details.\n\"\"\"\n\nimport xml.etree.ElementTree as ET\n\n\nclass XMPPProtocolError(Exception):\n \"\"\"Base class for all errors that can be\n sent via XMPP Protocol to peer\n \"\"\"\n\n def __init__(self, error_element, error_namespace, error_name=None):\n\n Explanation: Add missing ')' bracket at line 29"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
07f1ea6de606abc50abb899228cdc43831fa522e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import random class Status(object): def getHeadPosition(gamedata): me = gamedata['you'] my_position = me['body'] head = my_position[0] return head def getMyLength(gamedata): me = gamedata['you'] my_position = me['body'] if my_position[0] == my_position[1] == my_position[2]: return 1 elif my_position[1] == my_position[2]: return 2 else: return len(my_position) def getMyDirection(gamedata): me = gamedata['you'] my_position = me['body'] if Status.getMyLength(gamedata) == 1: return 'none' elif my_position[0]['x'] > my_position[1]['x']: return 'right' elif my_position[0]['x'] < my_position[1]['x']: return 'left' ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: elif my_position[0]['x'] == my_position[1]['x'] and my_position[0]['y'] < my_position[1]['y']: return 'up' else: return 'down'
|
advanced
|
oop
|
incomplete_code
|
Pythoncode:Python
| 7
| 2
| 670
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport random\n\nclass Status(object):\n\n\tdef getHeadPosition(gamedata):\n\t\tme = gamedata['you']\t\t\n\t\tmy_position = me['body']\n\t\thead = my_position[0]\n\t\treturn head\n\n\tdef getMyLength(gamedata):\n\t\tme = gamedata['you']\t\t\n\t\tmy_position = me['body']\n\t\tif my_position[0] == my_position[1] == my_position[2]:\n\t\t\treturn 1\n\t\telif my_position[1] == my_position[2]:\n\t\t\treturn 2\n\t\telse: return len(my_position)\n\n\tdef getMyDirection(gamedata):\n\t\tme = gamedata['you']\t\t\n\t\tmy_position = me['body']\n\t\tif Status.getMyLength(gamedata) == 1:\n\t\t\treturn 'none'\n\t\telif my_position[0]['x'] > my_position[1]['x']:\n\t\t\treturn 'right'\n\t\telif my_position[0]['x'] < my_position[1]['x']:\n\t\t\treturn 'left'\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\t\telif my_position[0]['x'] == my_position[1]['x'] and my_position[0]['y'] < my_position[1]['y']:\n\t\t\treturn 'up'\n\t\telse: return 'down'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07f21adedf8ef7aa0ba52361a9cf4372ad43ac9a
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from dataclasses import dataclass import math import chess import chess.engine from model import EngineMove, NextMovePair from chess import Color, Board from chess.pgn import GameNode from chess.engine import SimpleEngine, Score nps = [] def material_count(board: Board, side: Color) -> int: values = { chess.PAWN: 1, chess.KNIGHT: 3, chess.BISHOP: 3, chess.ROOK: 5, chess.QUEEN: 9 } return sum(len(board.pieces(piece_type, side)) * value for piece_type, value in values.items()) def material_diff(board: Board, side: Color) -> int: return material_count(board, side) - material_count(board, not side) def is_up_in_material(board: Board, side: Color) -> bool: return material_diff(board, side) >= 0 def get_next_move_pair(engine: SimpleEngine, node: GameNode, winner: Color, limit: chess.engine.Limit) -> NextMovePair: info = engine.analyse(node.board(), multipv = 2, limit = limit) global nps nps.append(info[0]["nps"]) nps = nps[-20:] # print(info) best = EngineMove(info[0]["pv"][0], info[0]["score"].pov(winner)) second = EngineMove(info[1]["pv"][0], info[1]["score"].pov(winner)) if len(info) > 1 else None return NextMovePair(node, winner, best, second) def avg_knps(): global nps return round(sum(nps) / len(nps) / 1000) if nps else 0 def win_chances(score: Score) -> float: """ winning chances from -1 to 1 https://graphsketch.com/?eqn1_color=1&eqn1_eqn=100+*+%282+%2F+%281+%2B+exp%28-0.004+*+x%29%29+-+1%29&eqn2_color=2&eqn2_eqn=&eqn3_color=3&eqn3_eqn=&eqn4_color=4&eqn4_eqn=&eqn5_color=5&eqn5_eqn=&eqn6_color=6&eqn6_eqn=&x_min=-1000&x_max=1000&y_min=-100&y_max=100&x_tick=100&y_tick=10&x_label_freq=2&y_label_freq=2&do_grid=0&do_grid=1&bold_labeled_lines=0&bold_labeled_lines=1&line_width=4&image_w=850&image_h=525 """ mate = score.mate() if mate is not None: return 1 if mate > 0 else -1 cp = score.score() return 2 / (1 + math.exp(-0.004 * cp)) - 1 if cp is not None else 0 CORRESP_TIME = 999999 def reject_by_time_control(line: str, has_master: bool, master_only: bool, bullet: bool, mates: bool) -> bool: if not line.startswith("[TimeControl "): return False if master_only and not has_master: return True try: seconds, increment = line[1:][:-2].split()[1].replace("\"", "").split("+") total = int(seconds) + int(increment) * 40 if master_only or mates: if bullet: return total < 30 or total >= 160 else: return total < 160 or total >= 480 else: return total < (160 if has_master else 480) except: return True def exclude_rating(line: str, mates: bool) -> bool: if not line.startswith("[WhiteElo ") and not line.startswith("[BlackElo "): return False try: return int(line[11:15]) < (1501 if mates else 1600) except: return True
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong inequality operator Severity: CRITICAL Location: Line 20 Buggy code: return material_diff(board, side) >= 0 Should be: return material_diff(board, side) > 0 Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 8
| 0
| 2,922
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom dataclasses import dataclass\nimport math\nimport chess\nimport chess.engine\nfrom model import EngineMove, NextMovePair\nfrom chess import Color, Board\nfrom chess.pgn import GameNode\nfrom chess.engine import SimpleEngine, Score\n\nnps = []\n\ndef material_count(board: Board, side: Color) -> int:\n values = { chess.PAWN: 1, chess.KNIGHT: 3, chess.BISHOP: 3, chess.ROOK: 5, chess.QUEEN: 9 }\n return sum(len(board.pieces(piece_type, side)) * value for piece_type, value in values.items())\n\ndef material_diff(board: Board, side: Color) -> int:\n return material_count(board, side) - material_count(board, not side)\n\ndef is_up_in_material(board: Board, side: Color) -> bool:\n return material_diff(board, side) >= 0\n\n\ndef get_next_move_pair(engine: SimpleEngine, node: GameNode, winner: Color, limit: chess.engine.Limit) -> NextMovePair:\n info = engine.analyse(node.board(), multipv = 2, limit = limit)\n global nps\n nps.append(info[0][\"nps\"])\n nps = nps[-20:]\n # print(info)\n best = EngineMove(info[0][\"pv\"][0], info[0][\"score\"].pov(winner))\n second = EngineMove(info[1][\"pv\"][0], info[1][\"score\"].pov(winner)) if len(info) > 1 else None\n return NextMovePair(node, winner, best, second)\n\ndef avg_knps():\n global nps\n return round(sum(nps) / len(nps) / 1000) if nps else 0\n\ndef win_chances(score: Score) -> float:\n \"\"\"\n winning chances from -1 to 1 https://graphsketch.com/?eqn1_color=1&eqn1_eqn=100+*+%282+%2F+%281+%2B+exp%28-0.004+*+x%29%29+-+1%29&eqn2_color=2&eqn2_eqn=&eqn3_color=3&eqn3_eqn=&eqn4_color=4&eqn4_eqn=&eqn5_color=5&eqn5_eqn=&eqn6_color=6&eqn6_eqn=&x_min=-1000&x_max=1000&y_min=-100&y_max=100&x_tick=100&y_tick=10&x_label_freq=2&y_label_freq=2&do_grid=0&do_grid=1&bold_labeled_lines=0&bold_labeled_lines=1&line_width=4&image_w=850&image_h=525\n \"\"\"\n mate = score.mate()\n if mate is not None:\n return 1 if mate > 0 else -1\n\n cp = score.score()\n return 2 / (1 + math.exp(-0.004 * cp)) - 1 if cp is not None else 0\n\nCORRESP_TIME = 999999\n\ndef reject_by_time_control(line: str, has_master: bool, master_only: bool, bullet: bool, mates: bool) -> bool:\n if not line.startswith(\"[TimeControl \"):\n return False\n if master_only and not has_master:\n return True\n try:\n seconds, increment = line[1:][:-2].split()[1].replace(\"\\\"\", \"\").split(\"+\")\n total = int(seconds) + int(increment) * 40\n if master_only or mates:\n if bullet:\n return total < 30 or total >= 160\n else:\n return total < 160 or total >= 480\n else:\n return total < (160 if has_master else 480)\n except:\n return True\n\ndef exclude_rating(line: str, mates: bool) -> bool:\n if not line.startswith(\"[WhiteElo \") and not line.startswith(\"[BlackElo \"):\n return False\n try:\n return int(line[11:15]) < (1501 if mates else 1600)\n except:\n return True"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong inequality operator\n Severity: CRITICAL\n\n Location: Line 20\n\n Buggy code:\n return material_diff(board, side) >= 0\n\n Should be:\n return material_diff(board, side) > 0\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
07f27b728b22aae57de29b0aad696e2f245d31dd
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import time, morning from datetime import datetime def main(): while True: a = time.mktime(datetime.now().timetuple()) ... code continues ...
|
Completion: Missing: Function 'main' is incomplete - body truncated To complete: • Complete the function 'main' body and add missing return Example continuation: n = datetime.now() if n.hour == 6 and (n.minute-(n.minute%5)) == 15: return morning.main() time.sleep(300 - (time.mktime(datetime.now().timetuple())-a))
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 128
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport time, morning\r\nfrom datetime import datetime\r\n\r\ndef main():\r\n\twhile True:\r\n\t\ta = time.mktime(datetime.now().timetuple())\r\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'main' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'main' body and add missing return\n\n Example continuation:\n\t\tn = datetime.now()\r\n\t\tif n.hour == 6 and (n.minute-(n.minute%5)) == 15:\r\n\t\t\treturn morning.main()\r\n\t\ttime.sleep(300 - (time.mktime(datetime.now().timetuple())-a))"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
07f699666466b24dd921c96e35a918f2fe5e627b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from unittest import TestCase from mock import patch, Mock from samcli.commands.local.start_lambda.cli import do_cli as start_lambda_cli from samcli.commands.local.cli_common.user_exceptions import UserException from samcli.commands.validate.lib.exceptions import InvalidSamDocumentException from samcli.commands.local.lib.exceptions import OverridesNotWellDefinedError class TestCli(TestCase): def setUp(self): self.template = "template" self.env_vars = "env-vars" self.debug_port = 123 self.debug_args = "args" self.debugger_path = "/test/path" self.docker_volume_basedir = "basedir" self.docker_network = "network" self.log_file = "logfile" self.skip_pull_image = True self.profile = "profile" self.region = "region" self.parameter_overrides = {} self.host = "host" self.port = 123 @patch("samcli.commands.local.start_lambda.cli.InvokeContext") @patch("samcli.commands.local.start_lambda.cli.LocalLambdaService") def test_cli_must_setup_context_and_start_service(self, local_lambda_service_mock, invoke_context_mock): # Mock the __enter__ method to return a object inside a context manager context_mock = Mock() invoke_context_mock.return_value.__enter__.return_value = context_mock service_mock = Mock() local_lambda_service_mock.return_value = service_mock
|
self.call_cli() invoke_context_mock.assert_called_with(template_file=self.template, function_identifier=None, env_vars_file=self.env_vars, docker_volume_basedir=self.docker_volume_basedir, docker_network=self.docker_network, log_file=self.log_file, skip_pull_image=self.skip_pull_image, aws_profile=self.profile, debug_port=self.debug_port, debug_args=self.debug_args, debugger_path=self.debugger_path, aws_region=self.region, parameter_overrides=self.parameter_overrides) local_lambda_service_mock.assert_called_with(lambda_invoke_context=context_mock, port=self.port, host=self.host) service_mock.start.assert_called_with() @patch("samcli.commands.local.start_lambda.cli.InvokeContext") ... [3 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 2,938
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom unittest import TestCase\nfrom mock import patch, Mock\n\nfrom samcli.commands.local.start_lambda.cli import do_cli as start_lambda_cli\nfrom samcli.commands.local.cli_common.user_exceptions import UserException\nfrom samcli.commands.validate.lib.exceptions import InvalidSamDocumentException\nfrom samcli.commands.local.lib.exceptions import OverridesNotWellDefinedError\n\n\nclass TestCli(TestCase):\n\n def setUp(self):\n self.template = \"template\"\n self.env_vars = \"env-vars\"\n self.debug_port = 123\n self.debug_args = \"args\"\n self.debugger_path = \"/test/path\"\n self.docker_volume_basedir = \"basedir\"\n self.docker_network = \"network\"\n self.log_file = \"logfile\"\n self.skip_pull_image = True\n self.profile = \"profile\"\n self.region = \"region\"\n self.parameter_overrides = {}\n\n self.host = \"host\"\n self.port = 123\n\n @patch(\"samcli.commands.local.start_lambda.cli.InvokeContext\")\n @patch(\"samcli.commands.local.start_lambda.cli.LocalLambdaService\")\n def test_cli_must_setup_context_and_start_service(self, local_lambda_service_mock,\n invoke_context_mock):\n # Mock the __enter__ method to return a object inside a context manager\n context_mock = Mock()\n invoke_context_mock.return_value.__enter__.return_value = context_mock\n\n service_mock = Mock()\n local_lambda_service_mock.return_value = service_mock"}, {"role": "assistant", "content": "\n\n self.call_cli()\n\n invoke_context_mock.assert_called_with(template_file=self.template,\n function_identifier=None,\n env_vars_file=self.env_vars,\n docker_volume_basedir=self.docker_volume_basedir,\n docker_network=self.docker_network,\n log_file=self.log_file,\n skip_pull_image=self.skip_pull_image,\n aws_profile=self.profile,\n debug_port=self.debug_port,\n debug_args=self.debug_args,\n debugger_path=self.debugger_path,\n aws_region=self.region,\n parameter_overrides=self.parameter_overrides)\n\n local_lambda_service_mock.assert_called_with(lambda_invoke_context=context_mock,\n port=self.port,\n host=self.host)\n\n service_mock.start.assert_called_with()\n\n @patch(\"samcli.commands.local.start_lambda.cli.InvokeContext\")\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
07f6a33d952a989c19f3efa056df22e95ace1f20
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from django.test import TestCase import pandas as pd from .getters import Getter from .converter import Converter from strategies.models import Company from strategies.models import IndicatorType class GetDataTestCase(TestCase): def setUp(self) -> None: # Dummy company data Company.objects.create(name='abc', ticker='ABC', description='desc') Company.objects.create(name='abcd', ticker='ABCD', description='desc') Company.objects.create(name='abce', ticker='ABCE', description='desc') # Dummy indicator data IndicatorType.objects.create(name='abc', description='desc') IndicatorType.objects.create(name='abcd', description='desc') IndicatorType.objects.create(name='abce', description='desc') self.param_list_company = {"name": "abc", "ticker": 'ABC', "description": 'desc'} self.param_list_indicator_type = {"name": "abc", "description": 'desc'} Error: SyntaxError / EOF
|
Fixed Code: from django.test import TestCase import pandas as pd from .getters import Getter from .converter import Converter from strategies.models import Company from strategies.models import IndicatorType class GetDataTestCase(TestCase): def setUp(self) -> None: # Dummy company data Company.objects.create(name='abc', ticker='ABC', description='desc') Company.objects.create(name='abcd', ticker='ABCD', description='desc') Company.objects.create(name='abce', ticker='ABCE', description='desc') # Dummy indicator data Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 1
| 939
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.test import TestCase\n\nimport pandas as pd\n\nfrom .getters import Getter\nfrom .converter import Converter\n\nfrom strategies.models import Company\nfrom strategies.models import IndicatorType\n\n\nclass GetDataTestCase(TestCase):\n\n def setUp(self) -> None:\n # Dummy company data\n Company.objects.create(name='abc', ticker='ABC', description='desc')\n Company.objects.create(name='abcd', ticker='ABCD', description='desc')\n Company.objects.create(name='abce', ticker='ABCE', description='desc')\n\n # Dummy indicator data\n IndicatorType.objects.create(name='abc', description='desc')\n IndicatorType.objects.create(name='abcd', description='desc')\n IndicatorType.objects.create(name='abce', description='desc')\n\n self.param_list_company = {\"name\": \"abc\", \"ticker\": 'ABC', \"description\": 'desc'}\n self.param_list_indicator_type = {\"name\": \"abc\", \"description\": 'desc'}\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.test import TestCase\n\nimport pandas as pd\n\nfrom .getters import Getter\nfrom .converter import Converter\n\nfrom strategies.models import Company\nfrom strategies.models import IndicatorType\n\n\nclass GetDataTestCase(TestCase):\n\n def setUp(self) -> None:\n # Dummy company data\n Company.objects.create(name='abc', ticker='ABC', description='desc')\n Company.objects.create(name='abcd', ticker='ABCD', description='desc')\n Company.objects.create(name='abce', ticker='ABCE', description='desc')\n\n # Dummy indicator data\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07f8b674abd2c96105f1e6a593d1a4ae299e109a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class MMDetectionTrainer(BaseTrainer): def __init__(self): super(MMDetectionTrainer, self).__init__() def _get_tools_dir(self): return MMDETECTION_TOOLS def _add_extra_args(self, cfg, config_path, update_config): if self.__is_clustering_needed(cfg): update_config = self.__cluster(cfg, config_path, update_config) return update_config @staticmethod def __is_clustering_needed(cfg): if cfg.total_epochs > 0: return False if not hasattr(cfg.model, 'bbox_head') or not cfg.model.bbox_head.type == 'SSDHead': return False if not cfg.model.bbox_head.anchor_generator.type == 'SSDAnchorGeneratorClustered': return False return True @staticmethod def __cluster(cfg, Error: SyntaxError / EOF
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Fixed Code: class MMDetectionTrainer(BaseTrainer): def __init__(self): super(MMDetectionTrainer, self).__init__() def _get_tools_dir(self): return MMDETECTION_TOOLS def _add_extra_args(self, cfg, config_path, update_config): if self.__is_clustering_needed(cfg): update_config = self.__cluster(cfg, config_path, update_config) return update_config @staticmethod def __is_clustering_needed(cfg): if cfg.total_epochs > 0: return False if not hasattr(cfg.model, 'bbox_head') or not cfg.model.bbox_head.type == 'SSDHead': return False if not cfg.model.bbox_head.anchor_generator.type == 'SSDAnchorGeneratorClustered': Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 804
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass MMDetectionTrainer(BaseTrainer):\n def __init__(self):\n super(MMDetectionTrainer, self).__init__()\n\n def _get_tools_dir(self):\n return MMDETECTION_TOOLS\n\n def _add_extra_args(self, cfg, config_path, update_config):\n if self.__is_clustering_needed(cfg):\n update_config = self.__cluster(cfg, config_path, update_config)\n\n return update_config\n\n @staticmethod\n def __is_clustering_needed(cfg):\n if cfg.total_epochs > 0:\n return False\n if not hasattr(cfg.model, 'bbox_head') or not cfg.model.bbox_head.type == 'SSDHead':\n return False\n if not cfg.model.bbox_head.anchor_generator.type == 'SSDAnchorGeneratorClustered':\n return False\n return True\n\n @staticmethod\n def __cluster(cfg, \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass MMDetectionTrainer(BaseTrainer):\n def __init__(self):\n super(MMDetectionTrainer, self).__init__()\n\n def _get_tools_dir(self):\n return MMDETECTION_TOOLS\n\n def _add_extra_args(self, cfg, config_path, update_config):\n if self.__is_clustering_needed(cfg):\n update_config = self.__cluster(cfg, config_path, update_config)\n\n return update_config\n\n @staticmethod\n def __is_clustering_needed(cfg):\n if cfg.total_epochs > 0:\n return False\n if not hasattr(cfg.model, 'bbox_head') or not cfg.model.bbox_head.type == 'SSDHead':\n return False\n if not cfg.model.bbox_head.anchor_generator.type == 'SSDAnchorGeneratorClustered':\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
07f928cd0ad75195469f95ed414958ac002210c7
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import sys import json import subprocess import re import statistics def get_complexity(): # Load the cyclomatic complexity info cyclostats = subprocess.check_output(['./gocyclo', 'repo']).decode("utf-8") results = re.findall('([0-9]+)\s([^\s]+)\s([^\s]+)\s([^:]+):([0-9]+):([0-9]+)', cyclostats) # Setup a dictionary in which to keep track of the complixities # for each file files = {} # Build an array of complexities for each file for result in results: if result[3] in files: files[result[3]].append(int(result[0])) else: files[result[3]] = [int(result[0])] # Pick out the median value (picking the highest of the two # middle entries if needed) for each file for name, values in files.items(: files[name] = statistics.median_high(values) return files def get_duplicate_const_strings(): # Load the const string duplication info cyclostats = subprocess.check_output(['./goconst', './repo/...']).decode("utf-8") results = re.findall('([^:]+).+ other occurrence\(s\) of \"(.+)\" found in: ([^:]+).+\n?', cyclostats) files = {} # Build an array containing the number of potentially duplicated # constants by file for result in results: if result[0] in files: files[result[0]] = files[result[0]]+1 else: files[result[0]] = 1 return files # Main service body if __name__ == "__main__": complexity = get_complexity() duplicate_const_strings = get_duplicate_const_strings() files = set() files.update(complexity.keys()) files.update(duplicate_const_strings.keys()) result = [] for f in files: result.append({ 'filename': f, 'cyclomaticComplexity': complexity[f] if f in complexity else 0, 'duplicateConstStrings': duplicate_const_strings[f] if f in duplicate_const_strings else 0 }) print(json.dumps(result))
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 26 - expected ')' • Block at line 7 has no indented body • Block at line 31 has no indented body Fixes: • Add closing ')' bracket • Review syntax near the error location
|
intermediate
|
ui
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,978
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport sys\nimport json\nimport subprocess\nimport re\nimport statistics\n\ndef get_complexity():\n\n # Load the cyclomatic complexity info\n cyclostats = subprocess.check_output(['./gocyclo', 'repo']).decode(\"utf-8\") \n results = re.findall('([0-9]+)\\s([^\\s]+)\\s([^\\s]+)\\s([^:]+):([0-9]+):([0-9]+)', cyclostats)\n\n # Setup a dictionary in which to keep track of the complixities\n # for each file\n files = {}\n\n # Build an array of complexities for each file\n for result in results:\n if result[3] in files:\n files[result[3]].append(int(result[0]))\n else:\n files[result[3]] = [int(result[0])]\n\n # Pick out the median value (picking the highest of the two\n # middle entries if needed) for each file\n for name, values in files.items(:\n files[name] = statistics.median_high(values)\n\n return files\n\ndef get_duplicate_const_strings():\n\n # Load the const string duplication info\n cyclostats = subprocess.check_output(['./goconst', './repo/...']).decode(\"utf-8\") \n results = re.findall('([^:]+).+ other occurrence\\(s\\) of \\\"(.+)\\\" found in: ([^:]+).+\\n?', cyclostats)\n\n files = {}\n\n # Build an array containing the number of potentially duplicated\n # constants by file\n for result in results:\n if result[0] in files:\n files[result[0]] = files[result[0]]+1\n else:\n files[result[0]] = 1\n\n return files\n\n# Main service body\nif __name__ == \"__main__\": \n\n complexity = get_complexity()\n duplicate_const_strings = get_duplicate_const_strings()\n\n files = set()\n files.update(complexity.keys())\n files.update(duplicate_const_strings.keys())\n\n result = []\n\n for f in files:\n result.append({\n 'filename': f,\n 'cyclomaticComplexity': complexity[f] if f in complexity else 0,\n 'duplicateConstStrings': duplicate_const_strings[f] if f in duplicate_const_strings else 0\n })\n\n print(json.dumps(result))"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 Block at line 7 has no indented body\n \u2022 Block at line 31 has no indented body\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
07fabd24f913f0cde7669692291156d001f2e833
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def _get_error_list(code, version=None): grammar = parso.load_grammar(version=version) tree = grammar.parse(code) return list(grammar.iter_errors(tree)) def assert_comparison(code, error_code, positions): errors = [(error.start_pos, error.code) for error in _get_error_list(code)] assert [(pos, error_code) for pos in positions] == errors @pytest.mark.parametrize('code', FAILING_EXAMPLES) def test_python_exception_matches(code): wanted, line_nr = _get_actual_exception(code) errors = _get_error_list(code) actual = None if errors: error, = errors actual = error.message assert actual in wanted # Somehow in Python3.3 the SyntaxError().lineno is sometimes None assert line_nr is None or line_nr == error.start_pos[0 + 1] def test_non_async_in_async(): """ This example doesn't work with FAILING_EXAMPLES, because the line numbers are not always the same / incorrect in Python 3.8. """ if sys.version_info[:2] < (3, 5): pytest.skip() # Raises multiple errors in previous versions. code = 'async def foo():\n def nofoo():[x async for x in []]' wanted, line_nr = _get_actual_exception(code) errors = _get_error_list(code) if errors: error, = errors actual = error.message assert actual in wanted if sys.version_info[:2] < (3, 8): assert line_nr == error.start_pos[0] else: assert line_nr == 0 # For whatever reason this is zero in Python 3.8+ @pytest.mark.parametrize( ('code', 'positions'), [ ('1 +', [(1, 3)]), ('1 +\n', [(1, 3)]), ('1 +\n2 +', [(1, 3), (2, 3)]), ('x + 2', []), ('[\n', [(2, 0)]), ('[\ndef x(): pass', [(2, 0)]), ('[\nif 1: pass', [(2, 0)]), ('1+?', [(1, 2)]), ('?', [(1, 0)]), ('??', [(1, 0)]), ('? ?', [(1, 0)]), ('?\n?', [(1, 0), (2, 0)]), ('? * ?', [(1, 0)]), ('1 + * * 2', [(1, 4)]), ('?\n1\n?', [(1, 0), (3, 0)]), ] ) def test_syntax_errors(code, positions): assert_comparison(code, 901, positions) @pytest.mark.parametrize( ('code', 'positions'), [ (' 1', [(1, 0)]), ('def x():\n 1\n 2', [(3, 0)]), ('def x():\n 1\n 2', [(3, 0)]), ('def x():\n1', [(2, 0)]), ] ) def test_indentation_errors(code, positions): assert_comparison(code, 903, positions) ... [15 more functiondefs truncated] ...
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 27 • Unmatched closing bracket ')' at line 55 Fix: Check loop bounds and array indices carefully
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 6
| 0
| 2,476
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef _get_error_list(code, version=None):\n grammar = parso.load_grammar(version=version)\n tree = grammar.parse(code)\n return list(grammar.iter_errors(tree))\n\n\ndef assert_comparison(code, error_code, positions):\n errors = [(error.start_pos, error.code) for error in _get_error_list(code)]\n assert [(pos, error_code) for pos in positions] == errors\n\n\n@pytest.mark.parametrize('code', FAILING_EXAMPLES)\ndef test_python_exception_matches(code):\n wanted, line_nr = _get_actual_exception(code)\n\n errors = _get_error_list(code)\n actual = None\n if errors:\n error, = errors\n actual = error.message\n assert actual in wanted\n # Somehow in Python3.3 the SyntaxError().lineno is sometimes None\n assert line_nr is None or line_nr == error.start_pos[0 + 1]\n\n\ndef test_non_async_in_async():\n \"\"\"\n This example doesn't work with FAILING_EXAMPLES, because the line numbers\n are not always the same / incorrect in Python 3.8.\n \"\"\"\n if sys.version_info[:2] < (3, 5):\n pytest.skip()\n\n # Raises multiple errors in previous versions.\n code = 'async def foo():\\n def nofoo():[x async for x in []]'\n wanted, line_nr = _get_actual_exception(code)\n\n errors = _get_error_list(code)\n if errors:\n error, = errors\n actual = error.message\n assert actual in wanted\n if sys.version_info[:2] < (3, 8):\n assert line_nr == error.start_pos[0]\n else:\n assert line_nr == 0 # For whatever reason this is zero in Python 3.8+\n\n\n@pytest.mark.parametrize(\n ('code', 'positions'), [\n ('1 +', [(1, 3)]),\n ('1 +\\n', [(1, 3)]),\n ('1 +\\n2 +', [(1, 3), (2, 3)]),\n ('x + 2', []),\n ('[\\n', [(2, 0)]),\n ('[\\ndef x(): pass', [(2, 0)]),\n ('[\\nif 1: pass', [(2, 0)]),\n ('1+?', [(1, 2)]),\n ('?', [(1, 0)]),\n ('??', [(1, 0)]),\n ('? ?', [(1, 0)]),\n ('?\\n?', [(1, 0), (2, 0)]),\n ('? * ?', [(1, 0)]),\n ('1 + * * 2', [(1, 4)]),\n ('?\\n1\\n?', [(1, 0), (3, 0)]),\n ]\n)\ndef test_syntax_errors(code, positions):\n assert_comparison(code, 901, positions)\n\n\n@pytest.mark.parametrize(\n ('code', 'positions'), [\n (' 1', [(1, 0)]),\n ('def x():\\n 1\\n 2', [(3, 0)]),\n ('def x():\\n 1\\n 2', [(3, 0)]),\n ('def x():\\n1', [(2, 0)]),\n ]\n)\ndef test_indentation_errors(code, positions):\n assert_comparison(code, 903, positions)\n\n\n\n ... [15 more functiondefs truncated] ..."}, {"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 \u2022 Unterminated string literal at line 27\n \u2022 Unmatched closing bracket ')' at line 55\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
07fb390e2fe8908e8e3a429d629ca30f1d77df66
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from shogitk.shogi import Coords, Move, BLACK, WHITE, DROP, PROMOTE RANKNUM = { 'a': 1, 'b': 2, 'c': 3, 'd': 4, 'e': 5, 'f': 6, 'g': 7, 'h': 8, 'i': 9 } def decoder(f): color = [BLACK, WHITE] step = 0 for line in f: line = line.strip()
|
if line[0] == '[': pass elif line[0].isdigit(): src = Coords(int(line[0]), RANKNUM[line[1]]) dst = Coords(int(line[2]), RANKNUM[line[3]]) if line[-1] == '+': modifier = PROMOTE else: modifier = None yield Move(color[step & 1], dst, src, None, modifier=modifier) step += 1 elif line[0].isupper(): dst = Coords(int(line[2]), RANKNUM[line[3]]) yield Move(color[step & 1], dst, None, line[0], modifier=DROP) step += 1
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 985
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom __future__ import unicode_literals\nfrom shogitk.shogi import Coords, Move, BLACK, WHITE, DROP, PROMOTE\n\nRANKNUM = {\n 'a': 1,\n 'b': 2,\n 'c': 3,\n 'd': 4,\n 'e': 5,\n 'f': 6,\n 'g': 7,\n 'h': 8,\n 'i': 9\n}\n\ndef decoder(f):\n color = [BLACK, WHITE]\n step = 0\n for line in f:\n line = line.strip()"}, {"role": "assistant", "content": "\n if line[0] == '[':\n pass\n elif line[0].isdigit():\n src = Coords(int(line[0]), RANKNUM[line[1]])\n dst = Coords(int(line[2]), RANKNUM[line[3]])\n if line[-1] == '+':\n modifier = PROMOTE\n else:\n modifier = None\n yield Move(color[step & 1], dst, src, None, modifier=modifier)\n step += 1\n elif line[0].isupper():\n dst = Coords(int(line[2]), RANKNUM[line[3]])\n yield Move(color[step & 1], dst, None, line[0], modifier=DROP)\n step += 1"}]
| false
| null | null | null |
07fb5058c7a297096cbf1ff7f21aedcf66b7d3ad
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import click from . import utils @click.group() def main(): "Simple CLI for oracles to work with Ether dollar" pass @main.command() @click.option('--ether-price', type=float, help="The ether price in ether dollar") @click.option('--collateral-ratio', type=float, help="The collateral ratio") @click.option( '--liquidation-duration', type=int, help="The liquidation duration in minutes") @click.option( '--private-key', callback=utils.check_account, help='The privat key to sign the transaction') def vote(ether_price, collateral_ratio, liquidation_duration, private_key): "Vote on the variable for setting up Ether Bank" assert [ether_price, collateral_ratio, liquidation_duration ].count(None) == 2, "You should set one variable per vote" if ether_price: var_code = 0 value = int(ether_price * 100) elif collateral_ratio: var_code = 1 value = int(collateral_ratio * 1000) elif liquidation_duration: var_code = 2 value = liquidation_duration * 60 func = utils.contracts['oracles'].functions.vote(var_code, value) tx_hash = utils.send_transaction(func, 0, private_key) return tx_hash @main.command() @click.option('--oracle', required=True, help="The oracle's address") @click.option('--score', type=int, required=True, help="The oracle's score") @click.option( '--private-key', callback=utils.check_account, help='The privat key to sign the transaction') def set_score(oracle, score, private_key): "Edit oracle's score" oracle = utils.w3.toChecksumAddress(oracle) func = utils.contracts['oracles'].functions.setScore(oracle, score) tx_hash = utils.send_transaction(func, 0, private_key) return tx_hash @main.command() @click.option( '--private-key', callback=utils.check_account, help='The privat key to sign the transaction') def finish_recruiting(private_key): "Set recruiting as finished" ... code continues ...
|
Completion: Missing: Function 'finish_recruiting' is incomplete - body truncated To complete: • Complete the function 'finish_recruiting' body and add missing return Example continuation: func = utils.contracts['oracles'].functions.finishRecruiting() tx_hash = utils.send_transaction(func, 0, private_key) return tx_hash
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 1,974
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport click\nfrom . import utils\n\n\n@click.group()\ndef main():\n \"Simple CLI for oracles to work with Ether dollar\"\n pass\n\n\n@main.command()\n@click.option('--ether-price', type=float, help=\"The ether price in ether dollar\")\n@click.option('--collateral-ratio', type=float, help=\"The collateral ratio\")\n@click.option(\n '--liquidation-duration',\n type=int,\n help=\"The liquidation duration in minutes\")\n@click.option(\n '--private-key',\n callback=utils.check_account,\n help='The privat key to sign the transaction')\ndef vote(ether_price, collateral_ratio, liquidation_duration, private_key):\n \"Vote on the variable for setting up Ether Bank\"\n\n assert [ether_price, collateral_ratio, liquidation_duration\n ].count(None) == 2, \"You should set one variable per vote\"\n if ether_price:\n var_code = 0\n value = int(ether_price * 100)\n elif collateral_ratio:\n var_code = 1\n value = int(collateral_ratio * 1000)\n elif liquidation_duration:\n var_code = 2\n value = liquidation_duration * 60\n func = utils.contracts['oracles'].functions.vote(var_code, value)\n tx_hash = utils.send_transaction(func, 0, private_key)\n return tx_hash\n\n\n@main.command()\n@click.option('--oracle', required=True, help=\"The oracle's address\")\n@click.option('--score', type=int, required=True, help=\"The oracle's score\")\n@click.option(\n '--private-key',\n callback=utils.check_account,\n help='The privat key to sign the transaction')\ndef set_score(oracle, score, private_key):\n \"Edit oracle's score\"\n\n oracle = utils.w3.toChecksumAddress(oracle)\n func = utils.contracts['oracles'].functions.setScore(oracle, score)\n tx_hash = utils.send_transaction(func, 0, private_key)\n return tx_hash\n\n\n@main.command()\n@click.option(\n '--private-key',\n callback=utils.check_account,\n help='The privat key to sign the transaction')\ndef finish_recruiting(private_key):\n \"Set recruiting as finished\"\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'finish_recruiting' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'finish_recruiting' body and add missing return\n\n Example continuation:\n func = utils.contracts['oracles'].functions.finishRecruiting()\n tx_hash = utils.send_transaction(func, 0, private_key)\n return tx_hash"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
07fca3ec2f3896a49c6703b50dabc9ec79e258a9
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import getpass from plumbum import local from plumbum.machines.paramiko_machine import ParamikoMachine from plumbum.path.utils import copy def _once(f): res = None def wrapped(*args, **kwargs): nonlocal res if res == None: res = f(*args, **kwargs) return res return wrapped @_once def get_remote_machine_with_password(host, user): password = getpass.getpass(prompt=f"Password for {user}@{host}: ", stream=None) rem = ParamikoMachine(host, user=user, password=password) return rem @_once def get_remote_machine(host, user, keyfile): rem = ParamikoMachine(host, user=user, keyfile=keyfile) return rem def get_local_machine(): return local def with_machine_rule(cls): old_init = cls.__init__ def new_init(self, config): if "machine" not in config: machine_type = "local" else: machine_type = config["machine"]["type"] if machine_type == "local": self.machine = get_local_machine() self.files_to_copy = None elif machine_type == "remote": if "keyfile" in config["machine"]: self.machine = get_remote_machine(config["machine"]["host"], config["machine"]["user"], config["machine"]["keyfile"]) else: self.machine = get_remote_machine_with_password(config["machine"]["host"], config["machine"]["user"]) self.files_to_copy = config["machine"].get("files_to_copy") else: raise ValueError(f"Invalid machine type: {config['machine']['type']}") self.machine_type = machine_type old_init(self, config) cls.__init__ = new_init old_apply = cls.apply def new_apply(self, project): with self.machine.tempdir() as tempdir: project_path = tempdir / "project" project_path.mkdir() existing_files = set([f.name for f in project.root.list()]) if self.files_to_copy: for fname in self.files_to_copy: if fname in existing_files: copy(project.root / fname, project_path / fname) else: for f in project.files(): if f.name in existing_files: copy(f.path, project_path / f.name) with self.machine.cwd(project_path): self.session = self.machine.session() self.session.run(f"cd {project_path}") return old_apply(self, project) cls.apply = new_apply return cls
|
Error Analysis: Error Type: WRONG_COMPARISON Error: WRONG_COMPARISON Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 8
| 0
| 2,585
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport getpass\nfrom plumbum import local\nfrom plumbum.machines.paramiko_machine import ParamikoMachine\nfrom plumbum.path.utils import copy\n\ndef _once(f):\n res = None\n def wrapped(*args, **kwargs):\n nonlocal res\n if res == None:\n res = f(*args, **kwargs)\n return res\n return wrapped\n\n@_once\ndef get_remote_machine_with_password(host, user):\n password = getpass.getpass(prompt=f\"Password for {user}@{host}: \", stream=None)\n\n rem = ParamikoMachine(host, user=user, password=password)\n return rem\n\n\n@_once\ndef get_remote_machine(host, user, keyfile):\n rem = ParamikoMachine(host, user=user, keyfile=keyfile)\n return rem\n\n\ndef get_local_machine():\n return local\n\n\ndef with_machine_rule(cls):\n old_init = cls.__init__\n def new_init(self, config):\n if \"machine\" not in config:\n machine_type = \"local\"\n else:\n machine_type = config[\"machine\"][\"type\"]\n\n if machine_type == \"local\":\n self.machine = get_local_machine()\n self.files_to_copy = None\n elif machine_type == \"remote\":\n if \"keyfile\" in config[\"machine\"]:\n self.machine = get_remote_machine(config[\"machine\"][\"host\"], config[\"machine\"][\"user\"], config[\"machine\"][\"keyfile\"])\n else:\n self.machine = get_remote_machine_with_password(config[\"machine\"][\"host\"], config[\"machine\"][\"user\"])\n\n self.files_to_copy = config[\"machine\"].get(\"files_to_copy\")\n else:\n raise ValueError(f\"Invalid machine type: {config['machine']['type']}\")\n self.machine_type = machine_type\n old_init(self, config)\n cls.__init__ = new_init\n\n old_apply = cls.apply\n def new_apply(self, project):\n with self.machine.tempdir() as tempdir:\n project_path = tempdir / \"project\"\n project_path.mkdir()\n existing_files = set([f.name for f in project.root.list()])\n if self.files_to_copy:\n for fname in self.files_to_copy:\n if fname in existing_files:\n copy(project.root / fname, project_path / fname)\n else:\n for f in project.files():\n if f.name in existing_files:\n copy(f.path, project_path / f.name)\n\n with self.machine.cwd(project_path):\n self.session = self.machine.session()\n self.session.run(f\"cd {project_path}\")\n return old_apply(self, project)\n cls.apply = new_apply\n \n return cls"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Error: WRONG_COMPARISON\n\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
07fd108f6337b8e7a88da0155cf318b6098e4ae4
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: salario = float(input('digite o seu salario: ')) aumento = (salario + (salario * 15)/100 if salario <= 1250 else salario + (salario * 10)/100) print(aumento)
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 157
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nsalario = float(input('digite o seu salario: '))\naumento = (salario + (salario * 15)/100 if salario <= 1250 else salario + (salario * 10)/100)\nprint(aumento)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
07fdb99131cb0d8251646bea304d79ad58fc7ab6
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python import os import os.path import airflow import airflow.plugins_manager from airflow import configuration from flask import Flask from unittest import TestCase, main from airflow_code_editor.commons import PLUGIN_NAME from airflow_code_editor.tree import ( get_tree, ) assert airflow.plugins_manager app = Flask(__name__) class TestTree(TestCase): def setUp(self): self.root_dir = os.path.dirname(os.path.realpath(__file__)) configuration.conf.set(PLUGIN_NAME, 'git_init_repo', 'False') configuration.conf.set(PLUGIN_NAME, 'root_directory', self.root_dir) def test_tree(self): with app.app_context(): t = get_tree() self.assertTrue(len(t) > 0) self.assertTrue('git' in (x['id'] for x in t)) def test_tags(self): with app.app_context(): t = get_tree("tags") self.assertIsNotNone(t) def test_local_branches(self): with app.app_context(): t = get_tree("local-branches") self.assertIsNotNone(t) def test_remote_branches(self): with app.app_context(): # Complete this line self.assertIsNotNone(t) def test_files(self): with app.app_context(): t = get_tree("files") self.assertTrue( len([x.get('id') for x in t if x.get('id') == 'test_utils.py']) == 1 ) t = get_tree("files/folder") self.assertTrue(len([x.get('id') for x in t if x.get('id') == '1']) == 1) def test_git(self): with app.app_context(): t = get_tree("git/HEAD") self.assertTrue(t is not None) class TestTreeGitDisabled(TestCase): def setUp(self): self.root_dir = os.path.dirname(os.path.realpath(__file__)) configuration.conf.set(PLUGIN_NAME, 'git_init_repo', 'False') configuration.conf.set(PLUGIN_NAME, 'root_directory', self.root_dir) configuration.conf.set(PLUGIN_NAME, 'git_enabled', 'False') def test_tree(self): with app.app_context(): t = get_tree() self.assertTrue(len(t) > 0) self.assertTrue('git' not in (x['id'] for x in t)) t = get_tree("tags") self.assertEqual(t, []) t = get_tree("local-branches") self.assertEqual(t, []) t = get_tree("remote-branches") self.assertEqual(t, []) t = get_tree("files") self.assertTrue( len([x.get('id') for x in t if x.get('id') == 'test_utils.py']) == 1 ) t = get_tree("files/folder") self.assertTrue(len([x.get('id') for x in t if x.get('id') == '1']) == 1) if __name__ == '__main__': main()
|
The missing line is: t = get_tree("remote-branches")
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 9
| 2
| 2,793
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport os\nimport os.path\nimport airflow\nimport airflow.plugins_manager\nfrom airflow import configuration\nfrom flask import Flask\nfrom unittest import TestCase, main\nfrom airflow_code_editor.commons import PLUGIN_NAME\nfrom airflow_code_editor.tree import (\n get_tree,\n)\n\nassert airflow.plugins_manager\napp = Flask(__name__)\n\n\nclass TestTree(TestCase):\n def setUp(self):\n self.root_dir = os.path.dirname(os.path.realpath(__file__))\n configuration.conf.set(PLUGIN_NAME, 'git_init_repo', 'False')\n configuration.conf.set(PLUGIN_NAME, 'root_directory', self.root_dir)\n\n def test_tree(self):\n with app.app_context():\n t = get_tree()\n self.assertTrue(len(t) > 0)\n self.assertTrue('git' in (x['id'] for x in t))\n\n def test_tags(self):\n with app.app_context():\n t = get_tree(\"tags\")\n self.assertIsNotNone(t)\n\n def test_local_branches(self):\n with app.app_context():\n t = get_tree(\"local-branches\")\n self.assertIsNotNone(t)\n\n def test_remote_branches(self):\n with app.app_context():\n # Complete this line\n self.assertIsNotNone(t)\n\n def test_files(self):\n with app.app_context():\n t = get_tree(\"files\")\n self.assertTrue(\n len([x.get('id') for x in t if x.get('id') == 'test_utils.py']) == 1\n )\n t = get_tree(\"files/folder\")\n self.assertTrue(len([x.get('id') for x in t if x.get('id') == '1']) == 1)\n\n def test_git(self):\n with app.app_context():\n t = get_tree(\"git/HEAD\")\n self.assertTrue(t is not None)\n\n\nclass TestTreeGitDisabled(TestCase):\n def setUp(self):\n self.root_dir = os.path.dirname(os.path.realpath(__file__))\n configuration.conf.set(PLUGIN_NAME, 'git_init_repo', 'False')\n configuration.conf.set(PLUGIN_NAME, 'root_directory', self.root_dir)\n configuration.conf.set(PLUGIN_NAME, 'git_enabled', 'False')\n\n def test_tree(self):\n with app.app_context():\n t = get_tree()\n self.assertTrue(len(t) > 0)\n self.assertTrue('git' not in (x['id'] for x in t))\n t = get_tree(\"tags\")\n self.assertEqual(t, [])\n t = get_tree(\"local-branches\")\n self.assertEqual(t, [])\n t = get_tree(\"remote-branches\")\n self.assertEqual(t, [])\n t = get_tree(\"files\")\n self.assertTrue(\n len([x.get('id') for x in t if x.get('id') == 'test_utils.py']) == 1\n )\n t = get_tree(\"files/folder\")\n self.assertTrue(len([x.get('id') for x in t if x.get('id') == '1']) == 1)\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": "The missing line is:\n t = get_tree(\"remote-branches\")"}]
| false
| null | null | null |
07ff0da6e717ab9585c2e512803b8604ff985d37
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from quart import Quart, jsonify, request from quart_jwt_extended import ( JWTManager, jwt_required, create_access_token, jwt_refresh_token_required, create_refresh_token, get_jwt_identity, fresh_jwt_required, ) app = Quart(__name__) app.config["JWT_SECRET_KEY"] = "super-secret" # Change this! jwt = JWTManager(app) # Standard login endpoint. Will return a fresh access token and # a refresh token @app.route("/login", methods=["POST"]) async def login(): username = (await request.get_json()).get("username", None) password = (await request.get_json()).get("password", None) if username != "test" or password != "test": return {"msg": "Bad username or password"}, 401 # create_access_token supports an optional 'fresh' argument, # which marks the token as fresh or non-fresh accordingly. # As we just verified their username and password, we are # going to mark the token as fresh here. ret = { "access_token": create_access_token(identity=username, fresh=True), "refresh_token": create_refresh_token(identity=username), } return ret, 200 # Refresh token endpoint. This will generate a new access token from # the refresh token, but will mark that access token as non-fresh, # as we do not actually verify a password in this endpoint. @app.route("/refresh", methods=["POST"]) @jwt_refresh_token_required async def refresh(): current_user = get_jwt_identity() new_token = create_access_token(identity=current_user, fresh=False) ret = {"access_token": new_token} return ret, 200 # Fresh login endpoint. This is designed to be used if we need to # make a fresh token for a user (by verifying they have the # Complete this line # this will only return a new access token, so that we don't keep # generating new refresh tokens, which entirely defeats their point. @app.route("/fresh-login", methods=["POST"]) async def fresh_login(): username = (await request.get_json()).get("username", None) password = (await request.get_json()).get("password", None) if username != "test" or password != "test": return {"msg": "Bad username or password"}, 401 new_token = create_access_token(identity=username, fresh=True) ret = {"access_token": new_token} return ret, 200 # Any valid JWT can access this endpoint @app.route("/protected", methods=["GET"]) @jwt_required async def protected(): username = get_jwt_identity() return dict(logged_in_as=username), 200 # Only fresh JWTs can access this endpoint @app.route("/protected-fresh", methods=["GET"]) @fresh_jwt_required async def protected_fresh(): username = get_jwt_identity() return dict(fresh_logged_in_as=username), 200 if __name__ == "__main__": app.run()
|
The missing line is: # correct username and password). Unlike the standard login endpoint,
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 2,826
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom quart import Quart, jsonify, request\nfrom quart_jwt_extended import (\n JWTManager,\n jwt_required,\n create_access_token,\n jwt_refresh_token_required,\n create_refresh_token,\n get_jwt_identity,\n fresh_jwt_required,\n)\n\napp = Quart(__name__)\n\napp.config[\"JWT_SECRET_KEY\"] = \"super-secret\" # Change this!\njwt = JWTManager(app)\n\n\n# Standard login endpoint. Will return a fresh access token and\n# a refresh token\n@app.route(\"/login\", methods=[\"POST\"])\nasync def login():\n username = (await request.get_json()).get(\"username\", None)\n password = (await request.get_json()).get(\"password\", None)\n if username != \"test\" or password != \"test\":\n return {\"msg\": \"Bad username or password\"}, 401\n\n # create_access_token supports an optional 'fresh' argument,\n # which marks the token as fresh or non-fresh accordingly.\n # As we just verified their username and password, we are\n # going to mark the token as fresh here.\n ret = {\n \"access_token\": create_access_token(identity=username, fresh=True),\n \"refresh_token\": create_refresh_token(identity=username),\n }\n return ret, 200\n\n\n# Refresh token endpoint. This will generate a new access token from\n# the refresh token, but will mark that access token as non-fresh,\n# as we do not actually verify a password in this endpoint.\n@app.route(\"/refresh\", methods=[\"POST\"])\n@jwt_refresh_token_required\nasync def refresh():\n current_user = get_jwt_identity()\n new_token = create_access_token(identity=current_user, fresh=False)\n ret = {\"access_token\": new_token}\n return ret, 200\n\n\n# Fresh login endpoint. This is designed to be used if we need to\n# make a fresh token for a user (by verifying they have the\n # Complete this line\n# this will only return a new access token, so that we don't keep\n# generating new refresh tokens, which entirely defeats their point.\n@app.route(\"/fresh-login\", methods=[\"POST\"])\nasync def fresh_login():\n username = (await request.get_json()).get(\"username\", None)\n password = (await request.get_json()).get(\"password\", None)\n if username != \"test\" or password != \"test\":\n return {\"msg\": \"Bad username or password\"}, 401\n\n new_token = create_access_token(identity=username, fresh=True)\n ret = {\"access_token\": new_token}\n return ret, 200\n\n\n# Any valid JWT can access this endpoint\n@app.route(\"/protected\", methods=[\"GET\"])\n@jwt_required\nasync def protected():\n username = get_jwt_identity()\n return dict(logged_in_as=username), 200\n\n\n# Only fresh JWTs can access this endpoint\n@app.route(\"/protected-fresh\", methods=[\"GET\"])\n@fresh_jwt_required\nasync def protected_fresh():\n username = get_jwt_identity()\n return dict(fresh_logged_in_as=username), 200\n\n\nif __name__ == \"__main__\":\n app.run()"}, {"role": "assistant", "content": "The missing line is:\n# correct username and password). Unlike the standard login endpoint,"}]
| false
| null | null | null |
07ff31219d3e42ddfa090b695c0d4b6ede8d31e9
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from datetime import datetime from typing import Any, Dict, Union __all__ = 'AnyDict' AnyDict = Dict[str, Any] # pragma: no mutate datetime_or_str = Union[datetime, str] # pragma: no mutate
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 195
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom datetime import datetime\nfrom typing import Any, Dict, Union\n\n__all__ = 'AnyDict'\n\nAnyDict = Dict[str, Any] # pragma: no mutate\n\ndatetime_or_str = Union[datetime, str] # pragma: no mutate"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
07ff9a1f5ea3709124ad1fb347eb63a9284a7ad2
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os os.environ['KERAS_BACKEND'] = 'theano' os.environ['THEANO_FLAGS'] = 'floatX=float32,device=cpu' import cloudpickle as pickle import pipeline_invoke import pandas as pd import numpy as np import keras from keras.layers import Input, Dense from keras.models import Model from keras.models import save_model, load_model from sklearn.preprocessing import StandardScaler, MinMaxScaler, Normalizer if __name__ == '__main__': df = pd.read_csv("../input/training/training.csv") df["People per Television"] = pd.to_numeric(df["People per Television"],errors='coerce') df = df.dropna() x = df["People per Television"].values.reshape(-1,1).astype(np.float64) y = df["People per Physician"].values.reshape(-1,1).astype(np.float64) # min-max -1,1 sc = MinMaxScaler(feature_range=(-1,1)) x_ = sc.fit_transform(x) y_ = sc.fit_transform(y) inputs = Input(shape=(1,)) preds = Dense(1,activation='linear')(inputs) model = Model(inputs=inputs,outputs=preds) sgd = keras.optimizers.SGD() model.compile(optimizer=sgd ,loss='mse') model.fit(x_,y_, batch_size=1, verbose=1, epochs=10, shuffle=False) save_model(model, 'state/keras_theano_linear_model_state.h5') # model_pkl_path = 'model.pkl' # with open(model_pkl_path, 'wb') as fh: # pickle.dump(pipeline_invoke, fh)
|
Code analysis results: 🔴 Errors found: Block at line 42 has no indented body ⚠️ Warnings: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 22 Unexpected indentation at line 25
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 1,345
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nos.environ['KERAS_BACKEND'] = 'theano'\nos.environ['THEANO_FLAGS'] = 'floatX=float32,device=cpu'\n\nimport cloudpickle as pickle\nimport pipeline_invoke\nimport pandas as pd\nimport numpy as np\nimport keras\nfrom keras.layers import Input, Dense\nfrom keras.models import Model\nfrom keras.models import save_model, load_model\n\nfrom sklearn.preprocessing import StandardScaler, MinMaxScaler, Normalizer\n\nif __name__ == '__main__':\n df = pd.read_csv(\"../input/training/training.csv\")\n df[\"People per Television\"] = pd.to_numeric(df[\"People per Television\"],errors='coerce')\n df = df.dropna()\n\n x = df[\"People per Television\"].values.reshape(-1,1).astype(np.float64)\n y = df[\"People per Physician\"].values.reshape(-1,1).astype(np.float64)\n\n # min-max -1,1\n sc = MinMaxScaler(feature_range=(-1,1))\n\n x_ = sc.fit_transform(x)\n y_ = sc.fit_transform(y)\n\n inputs = Input(shape=(1,))\n preds = Dense(1,activation='linear')(inputs)\n\n model = Model(inputs=inputs,outputs=preds)\n sgd = keras.optimizers.SGD()\n model.compile(optimizer=sgd ,loss='mse')\n model.fit(x_,y_, batch_size=1, verbose=1, epochs=10, shuffle=False)\n\n save_model(model, 'state/keras_theano_linear_model_state.h5')\n\n# model_pkl_path = 'model.pkl' \n\n# with open(model_pkl_path, 'wb') as fh:\n# pickle.dump(pipeline_invoke, fh)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 42 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 25"}]
| false
| null | null | null |
07ffdb3c18cae37c2fe662c5c84ed5398af39b35
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from unittest import TestCase from unittest.mock import Mock, patch import sys sys.modules['smbus'] = Mock() # Mock the hardware layer to avoid errors. from ledshimdemo.canvas import Canvas from ledshimdemo.effects.cheerlights import CheerLightsEffect class TestCheerLights(TestCase): TEST_CANVAS_SIZE = 3 # type: int def test_cheerlight_call(self): canvas = Canvas(self.TEST_CANVAS_SIZE) effect = CheerLightsEffect(canvas) self.assertIsNone(effect.get_colour_from_channel("http://ejiferfneciudwedwojcmeiocnw.com")) @patch('ledshimdemo.effects.cheerlights.CheerLightsEffect.get_colour_from_channel', return_value=None) def test_effect_failed_cheerlights(self, patch_function): canvas = Canvas(self.TEST_CANVAS_SIZE)
|
effect = CheerLightsEffect(canvas) effect.compose() patch_function.assert_called_once() for i in range(canvas.get_size()): self.assertEqual(canvas.get_pixel(i), canvas.BLANK_PIXEL) def test_effect_working_cheerlights(self): canvas = Canvas(self.TEST_CANVAS_SIZE) effect = CheerLightsEffect(canvas) # Must check before and after in case it changes during the test. before = effect.get_colour_from_channel(effect.URL) effect.compose() after = effect.get_colour_from_channel(effect.URL) self.assertRegex(repr(effect), "^CheerLights\\(Colour:({0}|{1})\\)$".format(before, after))
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 1,454
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom unittest import TestCase\nfrom unittest.mock import Mock, patch\nimport sys\n\nsys.modules['smbus'] = Mock() # Mock the hardware layer to avoid errors.\n\nfrom ledshimdemo.canvas import Canvas\nfrom ledshimdemo.effects.cheerlights import CheerLightsEffect\n\n\nclass TestCheerLights(TestCase):\n\n TEST_CANVAS_SIZE = 3 # type: int\n\n def test_cheerlight_call(self):\n canvas = Canvas(self.TEST_CANVAS_SIZE)\n effect = CheerLightsEffect(canvas)\n self.assertIsNone(effect.get_colour_from_channel(\"http://ejiferfneciudwedwojcmeiocnw.com\"))\n\n @patch('ledshimdemo.effects.cheerlights.CheerLightsEffect.get_colour_from_channel', return_value=None)\n def test_effect_failed_cheerlights(self, patch_function):\n canvas = Canvas(self.TEST_CANVAS_SIZE)"}, {"role": "assistant", "content": "\n effect = CheerLightsEffect(canvas)\n effect.compose()\n patch_function.assert_called_once()\n for i in range(canvas.get_size()):\n self.assertEqual(canvas.get_pixel(i), canvas.BLANK_PIXEL)\n\n def test_effect_working_cheerlights(self):\n canvas = Canvas(self.TEST_CANVAS_SIZE)\n effect = CheerLightsEffect(canvas)\n # Must check before and after in case it changes during the test.\n before = effect.get_colour_from_channel(effect.URL)\n effect.compose()\n after = effect.get_colour_from_channel(effect.URL)\n self.assertRegex(repr(effect), \"^CheerLights\\\\(Colour:({0}|{1})\\\\)$\".format(before, after))"}]
| false
| null | null | null |
580077f8f713a612aa61ab64e08f6fd83f19a081
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from colicoords.synthetic_data import add_readout_noise, draw_poisson from colicoords import load import numpy as np import mahotas as mh from tqdm import tqdm import os import tifffile def chunk_list(l, sizes): prev = 0 for s in sizes: result = l[prev:prev+s] prev += s yield result def generate_images(cell_list, num_images, cell_per_img, cell_per_img_std, shape): nums = np.round(np.random.normal(cell_per_img, cell_per_img_std, num_images)).astype(int) nums = nums[nums >= 0] assert sum(nums) < len(cell_list), 'Not enough cells' chunked = [chunk for chunk in tqdm(chunk_list(cell_list, nums))] dicts = [generate_image(cells, shape) for cells in tqdm(chunked)] out_dict = {} for i, d in enumerate(dicts): for k, v in d.items(): if 'storm' in k: v['frame'] = i + 1 if k in out_dict: out_dict[k] = np.append(out_dict[k], v) else: out_dict[k] = v else: if k in out_dict: out_dict[k][i] = v else: out_dict[k] = np.zeros((num_images, *shape)) out_dict[k][i] = v return out_dict ... [4 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong inequality operator Severity: CRITICAL Location: Line 20 Buggy code: nums = nums[nums >= 0] Should be: nums = nums[nums > 0] Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 1,308
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom colicoords.synthetic_data import add_readout_noise, draw_poisson\nfrom colicoords import load\nimport numpy as np\nimport mahotas as mh\nfrom tqdm import tqdm\nimport os\nimport tifffile\n\n\ndef chunk_list(l, sizes):\n prev = 0\n for s in sizes:\n result = l[prev:prev+s]\n prev += s\n yield result\n\n\ndef generate_images(cell_list, num_images, cell_per_img, cell_per_img_std, shape):\n nums = np.round(np.random.normal(cell_per_img, cell_per_img_std, num_images)).astype(int)\n nums = nums[nums >= 0]\n\n assert sum(nums) < len(cell_list), 'Not enough cells'\n chunked = [chunk for chunk in tqdm(chunk_list(cell_list, nums))]\n dicts = [generate_image(cells, shape) for cells in tqdm(chunked)]\n out_dict = {}\n for i, d in enumerate(dicts):\n for k, v in d.items():\n if 'storm' in k:\n v['frame'] = i + 1\n if k in out_dict:\n out_dict[k] = np.append(out_dict[k], v)\n else:\n out_dict[k] = v\n else:\n if k in out_dict:\n out_dict[k][i] = v\n else:\n out_dict[k] = np.zeros((num_images, *shape))\n out_dict[k][i] = v\n\n return out_dict\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong inequality operator\n Severity: CRITICAL\n\n Location: Line 20\n\n Buggy code:\n nums = nums[nums >= 0]\n\n Should be:\n nums = nums[nums > 0]\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
5800997c4a49cdfc01a368bf3ebf423b84d98d2c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class DeviceSettings: def __init__(self, setting self._id = settings["id"] self._title = settings["title"] self._type = settings["type"]["name"] self._value = settings["value"] @property def id(self): return self._id @property def value(self): return self._value
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 2 - expected ')' • Block at line 1 has no indented body • IndentationError at line 2 Fixes: • Add closing ')' bracket • Fix indentation to match Python syntax rules
|
intermediate
|
oop
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 329
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass DeviceSettings:\ndef __init__(self, setting\n self._id = settings[\"id\"]\n self._title = settings[\"title\"]\n self._type = settings[\"type\"][\"name\"]\n self._value = settings[\"value\"]\n\n @property\n def id(self):\n return self._id\n\n @property\n def value(self):\n return self._value"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 2 - expected ')'\n \u2022 Block at line 1 has no indented body\n \u2022 IndentationError at line 2\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5800bf043c25e136451e6eec4f012f681fa98619
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: word = input("Enter a word: ") if word == "a": print("one; any") elif word == "apple": # Complete this line elif word == "rhinoceros": print("large thick-skinned animal with one or two horns on its nose") else: print("That word must not exist. This dictionary is very comprehensive.")
|
The missing line is: print("familiar, round fleshy fruit")
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 319
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nword = input(\"Enter a word: \")\n\nif word == \"a\":\n print(\"one; any\")\nelif word == \"apple\":\n # Complete this line\nelif word == \"rhinoceros\":\n print(\"large thick-skinned animal with one or two horns on its nose\")\nelse:\n print(\"That word must not exist. This dictionary is very comprehensive.\")"}, {"role": "assistant", "content": "The missing line is:\n print(\"familiar, round fleshy fruit\")"}]
| false
| null | null | null |
580134063c60e1903557dccde046d7a394258b01
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: cnt = int(input()) num = list(map(int, input())) sum = 0 for i in range(len(num)): sum = sum + num[i] print(sum)
|
Syntax Analysis: Fixes: • Remove debug print() at line 6 before production
|
beginner
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 118
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ncnt = int(input())\nnum = list(map(int, input()))\nsum = 0\nfor i in range(len(num)):\n sum = sum + num[i]\nprint(sum)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Remove debug print() at line 6 before production"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
58023a0843c7993ed1535e882c1755e33a7a8544
|
TheStack--python--000.parquet
|
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