prompt
large_stringlengths 34
628k
| completion
large_stringlengths 0
24.1k
| difficulty
large_stringclasses 3
values | topic
large_stringclasses 8
values | variant
large_stringclasses 11
values | language
large_stringclasses 1
value | num_functions
int64 0
100
| num_classes
int64 0
72
| code_length
int64 0
629k
| has_imports
bool 2
classes | messages
large_stringlengths 144
630k
| has_error
bool 2
classes | error_category
large_stringclasses 2
values | error_type
large_stringclasses 17
values | severity
large_stringclasses 5
values | original_id
large_stringlengths 40
40
| source_file
large_stringclasses 11
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Find all errors in this Pythoncode:Python code: def test_check_all_required_files(plugins_files: list): for plugin in plugins_files: plugin_name, plugin_files = plugin
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Add body to For block or use 'pass' statement
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 131
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef test_check_all_required_files(plugins_files: list):\n for plugin in plugins_files:\n plugin_name, plugin_files = plugin"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
97edc7933688b365de3f53153e62503760e20ee3
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: from __future__ import print_function import sys, time, os, socket import struct, binascii, re, csv from datetime import datetime, timedelta # Twisted from twisted.protocols.basic import LineReceiver from twisted.internet import reactor from twisted.python import usage, log from twisted.internet.serialport import SerialPort from twisted.web.server import Site from twisted.web.static import File def timeToArray(timestring): # Converts time string of format 2013-12-12T23:12:23.122324 # to an array similiat to a datetime object try: splittedfull = timestring.split(' ') splittedday = splittedfull[0].split('-') splittedsec = splittedfull[1].split('.') splittedtime = splittedsec[0].split(':') datearray = splittedday + splittedtime datearray.append(splittedsec[1]) datearray = map(int,datearray) return datearray except: log.msg('Error while extracting time array') return [] def dataToFile(outputdir, sensorid, filedate, bindata, header): # File Operations try: hostname = socket.gethostname() path = os.path.join(outputdir,hostname,sensorid) # outputdir defined in main options class if not os.path.exists(path): os.makedirs(path) savefile = os.path.join(path, sensorid+'_'+filedate+".bin") if not os.path.isfile(savefile): with open(savefile, "wb") as myfile: myfile.write(header + "\n") myfile.write(bindata + "\n") else: with open(savefile, "a") as myfile: myfile.write(bindata + "\n") except: log.err("OW - Protocol: Error while saving file") ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ## Environment protocol ## --------------------
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 6
| 1
| 1,710
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom __future__ import print_function\nimport sys, time, os, socket\nimport struct, binascii, re, csv\nfrom datetime import datetime, timedelta\n\n# Twisted\nfrom twisted.protocols.basic import LineReceiver\nfrom twisted.internet import reactor\nfrom twisted.python import usage, log\nfrom twisted.internet.serialport import SerialPort\nfrom twisted.web.server import Site\nfrom twisted.web.static import File\n\ndef timeToArray(timestring):\n # Converts time string of format 2013-12-12T23:12:23.122324\n # to an array similiat to a datetime object\n try:\n splittedfull = timestring.split(' ')\n splittedday = splittedfull[0].split('-')\n splittedsec = splittedfull[1].split('.')\n splittedtime = splittedsec[0].split(':')\n datearray = splittedday + splittedtime\n datearray.append(splittedsec[1])\n datearray = map(int,datearray)\n return datearray\n except:\n log.msg('Error while extracting time array')\n return []\n\ndef dataToFile(outputdir, sensorid, filedate, bindata, header):\n # File Operations\n try:\n hostname = socket.gethostname()\n path = os.path.join(outputdir,hostname,sensorid)\n # outputdir defined in main options class\n if not os.path.exists(path):\n os.makedirs(path)\n savefile = os.path.join(path, sensorid+'_'+filedate+\".bin\")\n if not os.path.isfile(savefile):\n with open(savefile, \"wb\") as myfile:\n myfile.write(header + \"\\n\")\n myfile.write(bindata + \"\\n\")\n else:\n with open(savefile, \"a\") as myfile:\n myfile.write(bindata + \"\\n\")\n except:\n log.err(\"OW - Protocol: Error while saving file\")\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n\n## Environment protocol\n## --------------------"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
97ee28079f59fa8ce6bcfddfbc805c77f817b543
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: # This file is part of the ISIS IBEX application. # Copyright (C) 2012-2016 Science & Technology Facilities Council. # All rights reserved. # # This program is distributed in the hope that it will be useful. # This program and the accompanying materials are made available under the # terms of the Eclipse Public License v1.0 which accompanies this distribution. # EXCEPT AS EXPRESSLY SET FORTH IN THE ECLIPSE PUBLIC LICENSE V1.0, THE PROGRAM # AND ACCOMPANYING MATERIALS ARE PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES # OR CONDITIONS OF ANY KIND. See the Eclipse Public License v1.0 for more details. # # You should have received a copy of the Eclipse Public License v1.0 # along with this program; if not, you can obtain a copy from # https://www.eclipse.org/org/documents/epl-v10.php or # http://opensource.org/licenses/eclipse-1.0.php # Add root path for access to server_commons and path for version control module import json import os import sys import traceback from server_common.channel_access import verify_manager_mode, ManagerModeRequiredException class BlockServer(Driver): """The class for handling all the static PV access and monitors etc. """ ... [24 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 26 Invalid syntax at line 30: ... [24 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 27 💡 Suggestions: Complete the expression on the last line Add closing quote at line 26 Review syntax near the error location
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 0
| 1
| 1,228
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# This file is part of the ISIS IBEX application.\n# Copyright (C) 2012-2016 Science & Technology Facilities Council.\n# All rights reserved.\n#\n# This program is distributed in the hope that it will be useful.\n# This program and the accompanying materials are made available under the\n# terms of the Eclipse Public License v1.0 which accompanies this distribution.\n# EXCEPT AS EXPRESSLY SET FORTH IN THE ECLIPSE PUBLIC LICENSE V1.0, THE PROGRAM\n# AND ACCOMPANYING MATERIALS ARE PROVIDED ON AN \"AS IS\" BASIS, WITHOUT WARRANTIES\n# OR CONDITIONS OF ANY KIND. See the Eclipse Public License v1.0 for more details.\n#\n# You should have received a copy of the Eclipse Public License v1.0\n# along with this program; if not, you can obtain a copy from\n# https://www.eclipse.org/org/documents/epl-v10.php or\n# http://opensource.org/licenses/eclipse-1.0.php\n\n# Add root path for access to server_commons and path for version control module\nimport json\nimport os\nimport sys\nimport traceback\n\nfrom server_common.channel_access import verify_manager_mode, ManagerModeRequiredException\n\nclass BlockServer(Driver):\n \"\"\"The class for handling all the static PV access and monitors etc.\n \"\"\"\n\n\n ... [24 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 26\n Invalid syntax at line 30: ... [24 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 26\n Review syntax near the error location"}]
| false
| null | null | null |
97ef937f71744c369a038647a236b1573ad1164d
|
TheStack--python--010.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python3 # -*-coding: utf-8 -*- # class VideoCap(cv2.VideoCapture): """ USBカメラの処理をクラス化したもの """ def __init__(self, usb_ch, width=640, height=480, img_ch=3, lower=False, cap_num=6, interval=0.5, w_th=175): self._cap = cv2.VideoCapture(usb_ch) self.white_threshold = w_th self.exc_shape = [] if lower: self._cap.set(cv2.CAP_PROP_FRAME_WIDTH, 200) self._cap.set(cv2.CAP_PROP_FRAME_HEIGHT, 200) self._cap.set(5, 5) self.size = (144, 176, img_ch) else: self._cap.set(cv2.CAP_PROP_FRAME_WIDTH, width) self._cap.set(cv2.CAP_PROP_FRAME_HEIGHT, height) self.size = (height, width, img_ch) # 表示・保存用画像の格納先を確保 self._frame = I.blank.black(self.size) self._avrg = I.blank.black(self.size) self._rect = I.blank.black(self.size) # 保存する画像のチャンネル数 self.ch = self.size[2 + 1] # キャプチャ画像のサイズ情報 self.frame_shape = self._frame.shape # インターバル撮影する間隔 [s] self.interval = interval # 保存用の連番 self._num = 0 # 最後に書き込んだ時間 self._write_time = 0 # タイマー起動 self._start = time.time() def status(self): print('<frame>') print('- width:\t', self._cap.get(cv2.CAP_PROP_FRAME_WIDTH)) print('- height:\t', self._cap.get(cv2.CAP_PROP_FRAME_HEIGHT)) print('- fps:\t', self._cap.get(5)) def read(self): """ USBカメラから画像を取得し、インターバルを確認する """ # USBカメラから画像を取得する ret, frame = self._cap.read() if ret is False: return ret # フレーム情報の確保 self._frame = frame self.frame_shape = frame.shape return ret def frame(self, rate=1): """ 現在のフレームの取得 """ return I.cnv.resize(self._frame, rate) def white_th(self, val): self.white_threshold += val print('wthite threshold:', self.white_threshold) def white_th_up(self): self.white_th(5) def white_th_dw(self): self.white_th(-5) def getRectAndColor(self): img = I.cnv.resize(self._frame, 0.1) w2b = C.white2black(img, self.white_threshold) val, aveImg = C.getAverageImg(w2b) self.ave_color = (val[2], val[1], val[0]) self._avrg = I.cnv.resize(aveImg, 5) exc_shape, rectImg = C.getRect(w2b) self._rect = I.cnv.resize(rectImg, 5) self._rect = I.cnv.resize(rectImg, 5) self.exc_shape = (len(exc_shape), int(np.max(exc_shape))) def imgs(self): return I.cnv.vhstack([I.cnv.resize(self._frame, 0.5), self._rect, self._avrg]) def value(self): num = str(len(self.exc_shape)) size = str(np.max(self.exc_shape)) color = str(self.ave_color) return color + '/' + num + '(' + size + ')' ... [4 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 28 Buggy code: self.ch = self.size[2 + 1] Should be: self.ch = self.size[2] Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
oop
|
logical_errors
|
Pythoncode:Python
| 10
| 1
| 2,932
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*-coding: utf-8 -*-\n#\nclass VideoCap(cv2.VideoCapture):\n \"\"\"\n USB\u30ab\u30e1\u30e9\u306e\u51e6\u7406\u3092\u30af\u30e9\u30b9\u5316\u3057\u305f\u3082\u306e\n \"\"\"\n\n def __init__(self, usb_ch, width=640, height=480, img_ch=3, lower=False, cap_num=6, interval=0.5, w_th=175):\n self._cap = cv2.VideoCapture(usb_ch)\n self.white_threshold = w_th\n self.exc_shape = []\n if lower:\n self._cap.set(cv2.CAP_PROP_FRAME_WIDTH, 200)\n self._cap.set(cv2.CAP_PROP_FRAME_HEIGHT, 200)\n self._cap.set(5, 5)\n self.size = (144, 176, img_ch)\n else:\n self._cap.set(cv2.CAP_PROP_FRAME_WIDTH, width)\n self._cap.set(cv2.CAP_PROP_FRAME_HEIGHT, height)\n self.size = (height, width, img_ch)\n\n # \u8868\u793a\u30fb\u4fdd\u5b58\u7528\u753b\u50cf\u306e\u683c\u7d0d\u5148\u3092\u78ba\u4fdd\n self._frame = I.blank.black(self.size)\n self._avrg = I.blank.black(self.size)\n self._rect = I.blank.black(self.size)\n # \u4fdd\u5b58\u3059\u308b\u753b\u50cf\u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u6570\n self.ch = self.size[2 + 1]\n # \u30ad\u30e3\u30d7\u30c1\u30e3\u753b\u50cf\u306e\u30b5\u30a4\u30ba\u60c5\u5831\n self.frame_shape = self._frame.shape\n # \u30a4\u30f3\u30bf\u30fc\u30d0\u30eb\u64ae\u5f71\u3059\u308b\u9593\u9694 [s]\n self.interval = interval\n # \u4fdd\u5b58\u7528\u306e\u9023\u756a\n self._num = 0\n # \u6700\u5f8c\u306b\u66f8\u304d\u8fbc\u3093\u3060\u6642\u9593\n self._write_time = 0\n # \u30bf\u30a4\u30de\u30fc\u8d77\u52d5\n self._start = time.time()\n\n def status(self):\n print('<frame>')\n print('- width:\\t', self._cap.get(cv2.CAP_PROP_FRAME_WIDTH))\n print('- height:\\t', self._cap.get(cv2.CAP_PROP_FRAME_HEIGHT))\n print('- fps:\\t', self._cap.get(5))\n\n def read(self):\n \"\"\"\n USB\u30ab\u30e1\u30e9\u304b\u3089\u753b\u50cf\u3092\u53d6\u5f97\u3057\u3001\u30a4\u30f3\u30bf\u30fc\u30d0\u30eb\u3092\u78ba\u8a8d\u3059\u308b\n \"\"\"\n\n # USB\u30ab\u30e1\u30e9\u304b\u3089\u753b\u50cf\u3092\u53d6\u5f97\u3059\u308b\n ret, frame = self._cap.read()\n if ret is False:\n return ret\n\n # \u30d5\u30ec\u30fc\u30e0\u60c5\u5831\u306e\u78ba\u4fdd\n self._frame = frame\n self.frame_shape = frame.shape\n\n return ret\n\n def frame(self, rate=1):\n \"\"\"\n \u73fe\u5728\u306e\u30d5\u30ec\u30fc\u30e0\u306e\u53d6\u5f97\n \"\"\"\n\n return I.cnv.resize(self._frame, rate)\n\n def white_th(self, val):\n self.white_threshold += val\n print('wthite threshold:', self.white_threshold)\n\n def white_th_up(self):\n self.white_th(5)\n\n def white_th_dw(self):\n self.white_th(-5)\n\n def getRectAndColor(self):\n img = I.cnv.resize(self._frame, 0.1)\n w2b = C.white2black(img, self.white_threshold)\n val, aveImg = C.getAverageImg(w2b)\n self.ave_color = (val[2], val[1], val[0])\n self._avrg = I.cnv.resize(aveImg, 5)\n exc_shape, rectImg = C.getRect(w2b)\n self._rect = I.cnv.resize(rectImg, 5)\n self._rect = I.cnv.resize(rectImg, 5)\n self.exc_shape = (len(exc_shape), int(np.max(exc_shape)))\n\n def imgs(self):\n return I.cnv.vhstack([I.cnv.resize(self._frame, 0.5), self._rect, self._avrg])\n\n def value(self):\n num = str(len(self.exc_shape))\n size = str(np.max(self.exc_shape))\n color = str(self.ave_color)\n return color + '/' + num + '(' + size + ')'\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 28\n\n Buggy code:\n self.ch = self.size[2 + 1]\n\n Should be:\n self.ch = self.size[2]\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
97efae65c37e1d4a23acecb11f9ee6fca752ce7d
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from tkinter import * def start(): c = Canvas(window, width=WIDTH, height=HEIGHT, bg='darkblue') c.pack() ship_id = c.create_polygon(5, 5, 5, 25, 30, 15, fill='red') ship_id2 = c.create_oval(0, 0, 30, 30, outline='red') SHIP_R = 15 MID_X = WIDTH/2 MID_Y = HEIGHT/2 c.move(ship_id, MID_X, MID_Y) c.move(ship_id2, MID_X, MID_Y) SHIP_SPD = 10 def move_ship(event): if event.keysym == 'Up': c.move(ship_id, 0, -SHIP_SPD) c.move(ship_id2, 0, -SHIP_SPD) elif event.keysym == 'Down': c.move(ship_id, 0, SHIP_SPD) c.move(ship_id2, 0, SHIP_SPD) elif event.keysym == 'Left': c.move(ship_id, -SHIP_SPD, 0) c.move(ship_id2, -SHIP_SPD, 0) elif event.keysym == 'Right': c.move(ship_id, SHIP_SPD, 0) c.move(ship_id2, SHIP_SPD, 0) def smart_bomb(event): for i in range(len(bub_id)-1, -1, -1): del_bubble(i) c.bind_all('<Key>', move_ship) c.bind_all('<space>', smart_bomb) from random import randint bub_id = list() bub_r = list() bub_speed = list() MIN_BUB_R = 10 MAX_BUB_R = 30 MAX_BUB_SPD = 10 GAP = 100 def create_bubble(): x = WIDTH + GAP y = randint(0, HEIGHT) r = randint(MIN_BUB_R, MAX_BUB_R) id1 = c.create_oval(x - r, y - r, x + r, y + r, outline='white') bub_id.append(id1) bub_r.append(r) bub_speed.append(randint(1, MAX_BUB_SPD)) def move_bubbles(): for i in range(len(bub_id)): c.move(bub_id[i], -bub_speed[i], 0) def get_coords(id_num): pos = c.coords(id_num) x = (pos[0] + pos[2])/2 y = (pos[1] + pos[3])/2 return x, y def del_bubble(i): del bub_r[i] del bub_speed[i] c.delete(bub_id[i]) del bub_id[i] def clean_up_bubs(): for i in range(len(bub_id)-1, -1, -1): x, y = get_coords(bub_id[i]) if x < -GAP: del_bubble(i) from math import sqrt def distance(id1, id2): x1, y1 = get_coords(id1) x2, y2 = get_coords(id2) return sqrt((x2 - x1)**2 + (y2 - y1)**2) def collision(): points = 0 for bub in range(len(bub_id)-1, -1, -1): if distance(ship_id2, bub_id[bub]) < (SHIP_R + bub_r[bub]): points += (bub_r[bub] + bub_speed[bub]) del_bubble(bub) return points c.create_text(50, 30, text='TIME', fill='white') c.create_text(150, 30, text='SCORE', fill='white') time_text = c.create_text(50, 50, fill='white') score_text = c.create_text(150, 50, fill='white') def show_score(score): c.itemconfig(score_text, text=str(score)) ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 97: ... [1 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Review syntax near the error location
|
advanced
|
general
|
syntax_repair
|
Pythoncode:Python
| 11
| 0
| 2,947
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom tkinter import *\r\n\r\n\r\ndef start():\r\n c = Canvas(window, width=WIDTH, height=HEIGHT, bg='darkblue')\r\n c.pack()\r\n ship_id = c.create_polygon(5, 5, 5, 25, 30, 15, fill='red')\r\n ship_id2 = c.create_oval(0, 0, 30, 30, outline='red')\r\n SHIP_R = 15\r\n MID_X = WIDTH/2\r\n MID_Y = HEIGHT/2\r\n c.move(ship_id, MID_X, MID_Y)\r\n c.move(ship_id2, MID_X, MID_Y)\r\n SHIP_SPD = 10\r\n\r\n def move_ship(event):\r\n if event.keysym == 'Up':\r\n c.move(ship_id, 0, -SHIP_SPD)\r\n c.move(ship_id2, 0, -SHIP_SPD)\r\n elif event.keysym == 'Down':\r\n c.move(ship_id, 0, SHIP_SPD)\r\n c.move(ship_id2, 0, SHIP_SPD)\r\n elif event.keysym == 'Left':\r\n c.move(ship_id, -SHIP_SPD, 0)\r\n c.move(ship_id2, -SHIP_SPD, 0)\r\n elif event.keysym == 'Right':\r\n c.move(ship_id, SHIP_SPD, 0)\r\n c.move(ship_id2, SHIP_SPD, 0)\r\n\r\n def smart_bomb(event):\r\n for i in range(len(bub_id)-1, -1, -1):\r\n del_bubble(i)\r\n c.bind_all('<Key>', move_ship)\r\n c.bind_all('<space>', smart_bomb)\r\n from random import randint\r\n bub_id = list()\r\n bub_r = list()\r\n bub_speed = list()\r\n MIN_BUB_R = 10\r\n MAX_BUB_R = 30\r\n MAX_BUB_SPD = 10\r\n GAP = 100\r\n\r\n def create_bubble():\r\n x = WIDTH + GAP\r\n y = randint(0, HEIGHT)\r\n r = randint(MIN_BUB_R, MAX_BUB_R)\r\n id1 = c.create_oval(x - r, y - r, x + r, y + r, outline='white')\r\n bub_id.append(id1)\r\n bub_r.append(r)\r\n bub_speed.append(randint(1, MAX_BUB_SPD))\r\n\r\n def move_bubbles():\r\n for i in range(len(bub_id)):\r\n c.move(bub_id[i], -bub_speed[i], 0)\r\n\r\n def get_coords(id_num):\r\n pos = c.coords(id_num)\r\n x = (pos[0] + pos[2])/2\r\n y = (pos[1] + pos[3])/2\r\n return x, y\r\n\r\n def del_bubble(i):\r\n del bub_r[i]\r\n del bub_speed[i]\r\n c.delete(bub_id[i])\r\n del bub_id[i]\r\n\r\n def clean_up_bubs():\r\n for i in range(len(bub_id)-1, -1, -1):\r\n x, y = get_coords(bub_id[i])\r\n if x < -GAP:\r\n del_bubble(i)\r\n from math import sqrt\r\n\r\n def distance(id1, id2):\r\n x1, y1 = get_coords(id1)\r\n x2, y2 = get_coords(id2)\r\n return sqrt((x2 - x1)**2 + (y2 - y1)**2)\r\n\r\n def collision():\r\n points = 0\r\n for bub in range(len(bub_id)-1, -1, -1):\r\n if distance(ship_id2, bub_id[bub]) < (SHIP_R + bub_r[bub]):\r\n points += (bub_r[bub] + bub_speed[bub])\r\n del_bubble(bub)\r\n return points\r\n c.create_text(50, 30, text='TIME', fill='white')\r\n c.create_text(150, 30, text='SCORE', fill='white')\r\n time_text = c.create_text(50, 50, fill='white')\r\n score_text = c.create_text(150, 50, fill='white')\r\n\r\n def show_score(score):\r\n c.itemconfig(score_text, text=str(score))\r\n\r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 97: ... [1 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
97f17ceff390f578e4460d513f87dc5db2f58edf
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: import random import unittest import yyskmultilearn.dataset as dt ALL_SET_TEST_CASES = [ (u'bibtex', u'undivided'), (u'bibtex', u'test'), (u'bibtex', u'train'), (u'birds', u'undivided'), (u'birds', u'test'), (u'birds', u'train'), (u'Corel5k', u'undivided'), (u'Corel5k', u'test'), (u'Corel5k', u'train'), (u'delicious', u'undivided'), (u'delicious', u'test'), (u'delicious', u'train'), (u'emotions', u'undivided'), (u'emotions', u'test'), (u'emotions', u'train'), (u'enron', u'undivided'), (u'enron', u'test'), (u'enron', u'train'), (u'genbase', u'undivided'), (u'genbase', u'test'), (u'genbase', u'train'), (u'mediamill', u'undivided'), (u'mediamill', u'test'), (u'mediamill', u'train'), (u'medical', u'undivided'), (u'medical', u'test'), (u'medical', u'train'), (u'rcv1subset1', u'undivided'), (u'rcv1subset1', u'test'), (u'rcv1subset1', u'train'), (u'rcv1subset2', u'undivided'), (u'rcv1subset2', u'test'), (u'rcv1subset2', u'train'), (u'rcv1subset3', u'undivided'), (u'rcv1subset3', u'test'), (u'rcv1subset3', u'train'), (u'rcv1subset4', u'undivided'), (u'rcv1subset4', u'test'), (u'rcv1subset4', u'train'), (u'rcv1subset5', u'undivided'), (u'rcv1subset5', u'test'), (u'rcv1subset5', u'train'), (u'scene', u'undivided'), (u'scene', u'test'), (u'scene', u'train'), (u'tmc2007_500', u'undivided'), (u'tmc2007_500', u'test'), (u'tmc2007_500', u'train'), (u'yeast', u'undivided'), (u'yeast', u'test'), (u'yeast', u'train') ] # to save time don't download all possible sets always, only check before release NUMBER_OF_SETS_TO_DOWNLOAD_IN_TEST = 2 # NUMBER_OF_SETS_TO_DOWNLOAD_IN_TEST = len(ALL_SET_TEST_CASES) class ClassifierBaseTest(unittest.TestCase): def test_all_data_is_present(self): for data_set, variant in dt.available_data_sets(): self.assertIn((data_set, variant), ALL_SET_TEST_CASES) def test_dataset_works(self): data_home = dt.get_data_home(data_home=None, subdirectory='test') for set_name, variant in random.sample(ALL_SET_TEST_CASES, NUMBER_OF_SETS_TO_DOWNLOAD_IN_TEST): X, y, feature_names, label_names = dt.load_dataset(set_name=set_name, variant=variant , data_home=data_home) self.assertEqual(len(X.shape), 2) self.assertEqual(len(y.shape), 2) self.assertEqual(len(feature_names), X.shape[1]) self.assertEqual(len(label_names), y.shape[1]) self.assertEqual(X.shape[0], y.shape[0]) dt.clear_data_home(data_home)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 60 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Add closing quote at line 60 Add docstring to class 'ClassifierBaseTest'
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 1
| 2,668
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport random\nimport unittest\n\nimport yyskmultilearn.dataset as dt\n\nALL_SET_TEST_CASES = [\n (u'bibtex', u'undivided'),\n (u'bibtex', u'test'),\n (u'bibtex', u'train'),\n (u'birds', u'undivided'),\n (u'birds', u'test'),\n (u'birds', u'train'),\n (u'Corel5k', u'undivided'),\n (u'Corel5k', u'test'),\n (u'Corel5k', u'train'),\n (u'delicious', u'undivided'),\n (u'delicious', u'test'),\n (u'delicious', u'train'),\n (u'emotions', u'undivided'),\n (u'emotions', u'test'),\n (u'emotions', u'train'),\n (u'enron', u'undivided'),\n (u'enron', u'test'),\n (u'enron', u'train'),\n (u'genbase', u'undivided'),\n (u'genbase', u'test'),\n (u'genbase', u'train'),\n (u'mediamill', u'undivided'),\n (u'mediamill', u'test'),\n (u'mediamill', u'train'),\n (u'medical', u'undivided'),\n (u'medical', u'test'),\n (u'medical', u'train'),\n (u'rcv1subset1', u'undivided'),\n (u'rcv1subset1', u'test'),\n (u'rcv1subset1', u'train'),\n (u'rcv1subset2', u'undivided'),\n (u'rcv1subset2', u'test'),\n (u'rcv1subset2', u'train'),\n (u'rcv1subset3', u'undivided'),\n (u'rcv1subset3', u'test'),\n (u'rcv1subset3', u'train'),\n (u'rcv1subset4', u'undivided'),\n (u'rcv1subset4', u'test'),\n (u'rcv1subset4', u'train'),\n (u'rcv1subset5', u'undivided'),\n (u'rcv1subset5', u'test'),\n (u'rcv1subset5', u'train'),\n (u'scene', u'undivided'),\n (u'scene', u'test'),\n (u'scene', u'train'),\n (u'tmc2007_500', u'undivided'),\n (u'tmc2007_500', u'test'),\n (u'tmc2007_500', u'train'),\n (u'yeast', u'undivided'),\n (u'yeast', u'test'),\n (u'yeast', u'train')\n]\n\n# to save time don't download all possible sets always, only check before release\nNUMBER_OF_SETS_TO_DOWNLOAD_IN_TEST = 2\n# NUMBER_OF_SETS_TO_DOWNLOAD_IN_TEST = len(ALL_SET_TEST_CASES)\n\nclass ClassifierBaseTest(unittest.TestCase):\n def test_all_data_is_present(self):\n for data_set, variant in dt.available_data_sets():\n self.assertIn((data_set, variant), ALL_SET_TEST_CASES)\n\n def test_dataset_works(self):\n data_home = dt.get_data_home(data_home=None, subdirectory='test')\n for set_name, variant in random.sample(ALL_SET_TEST_CASES, NUMBER_OF_SETS_TO_DOWNLOAD_IN_TEST):\n X, y, feature_names, label_names = dt.load_dataset(set_name=set_name, variant=variant , data_home=data_home)\n self.assertEqual(len(X.shape), 2)\n self.assertEqual(len(y.shape), 2)\n self.assertEqual(len(feature_names), X.shape[1])\n self.assertEqual(len(label_names), y.shape[1])\n self.assertEqual(X.shape[0], y.shape[0])\n\n dt.clear_data_home(data_home)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 60\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 60\n Add docstring to class 'ClassifierBaseTest'"}]
| false
| null | null | null |
97f1aa9cbb016eb65fd69fd0b9673b9aa2e24d29
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: from contextlib import contextmanager from typing import Any, Generator from flask import Flask from sqlalchemy import create_engine from sqlalchemy.orm import scoped_session, sessionmaker session_factory = sessionmaker() Session = scoped_session(session_factory) @contextmanager def create_session() -> Generator[scoped_session, None, None]: new_session = Session() try: yield new_session new_session.commit() except Exception: new_session.rollback() raise finally: new_session.close() def init_db(app: Flask, **engine_kwargs: Any) -> Flask: app.db_engine = create_engine( app.config['SQLALCHEMY_DATABASE_URI'], **engine_kwargs ) app.db_session = create_session Session.configure(bind=app.db_engine, expire_on_commit=False) return app
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 ✨ Improvements: Add docstring to function 'init_db'
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 2
| 0
| 828
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom contextlib import contextmanager\nfrom typing import Any, Generator\n\nfrom flask import Flask\nfrom sqlalchemy import create_engine\nfrom sqlalchemy.orm import scoped_session, sessionmaker\n\nsession_factory = sessionmaker()\nSession = scoped_session(session_factory)\n\n\n@contextmanager\ndef create_session() -> Generator[scoped_session, None, None]:\n new_session = Session()\n\n try:\n yield new_session\n new_session.commit()\n except Exception:\n new_session.rollback()\n raise\n finally:\n new_session.close()\n\n\ndef init_db(app: Flask, **engine_kwargs: Any) -> Flask:\n app.db_engine = create_engine(\n app.config['SQLALCHEMY_DATABASE_URI'], **engine_kwargs\n )\n app.db_session = create_session\n Session.configure(bind=app.db_engine, expire_on_commit=False)\n\n return app"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n\n\u2728 Improvements:\n Add docstring to function 'init_db'"}]
| false
| null | null | null |
97f23e02dcf9ad0b2d8917a4baa7e02dcb6a22bf
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: # Generated by Django 3.1 on 2020-12-11 20:28 from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('examination', '0005_auto_20201211_2325'), ] operations = [ migrations.RenameField( model_name='exammarkentry', old_name='exam_mark_master', new_name='exam_master', ), ]
|
Classes: Migration This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 387
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Generated by Django 3.1 on 2020-12-11 20:28\n\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('examination', '0005_auto_20201211_2325'),\n ]\n\n operations = [\n migrations.RenameField(\n model_name='exammarkentry',\n old_name='exam_mark_master',\n new_name='exam_master',\n ),\n ]"}, {"role": "assistant", "content": " Classes: Migration\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
97f2594738b2003045caa906bb06d2d9cbbafad4
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # 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 TestProcessMessage(testtools.TestCase): def setUp(self): super(TestProcessMessage, self).setUp() self.db = PTGDataBase( {'db_filename': 'base.json'}, write_to_disk=False ) self.bot = PTGBot('', '', '', '', '#channel', self.db) self.bot.identify_msg_cap = True def test_ignored_messages(self): msg = Event('', 'johndoe!~johndoe@openstack/member/johndoe', '#channel', ['hey ptgbot wazzzup']) with mock.patch.object( self.bot, 'send', ) as mock_send: self.bot.on_pubmsg('', msg) self.assertFalse(mock_send.called) def test_help(self): msg = Event('', 'johndoe!~johndoe@openstack/member/johndoe', '#channel', ['#help']) with mock.patch.object( self.bot, 'send', ) as mock_send: self.bot.on_pubmsg('', ms mock_send.assert_called_with( '#channel', "johndoe: See PTGbot documentation at: " + DOC_URL, ) def test_invalidtrack(self): msg = Event('', 'johndoe!~johndoe@openstack/member/johndoe', '#channel', ['#svift now Looking at me']) with mock.patch.object( self.bot, 'send', ) as mock_send: self.bot.on_pubmsg('', msg) mock_send.assert_any_call( '#channel', "johndoe: Unknown track 'svift'" ) def test_now(self): msg = Event('', 'johndoe!~johndoe@openstack/member/johndoe', '#channel', ['#swift now Looking at me']) self.bot.on_pubmsg('', msg) self.assertEquals( self.db.data['now']['swift'], "Looking at me" ) ... [20 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 47 - expected ')' • Block at line 15 has no indented body Fixes: • Complete the expression on the last line • Add closing ')' bracket • Fix indentation to match Python syntax rules
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 5
| 1
| 2,577
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\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 TestProcessMessage(testtools.TestCase):\n\n def setUp(self):\n super(TestProcessMessage, self).setUp()\n self.db = PTGDataBase(\n {'db_filename': 'base.json'},\n write_to_disk=False\n )\n self.bot = PTGBot('', '', '', '', '#channel', self.db)\n self.bot.identify_msg_cap = True\n\n def test_ignored_messages(self):\n msg = Event('',\n 'johndoe!~johndoe@openstack/member/johndoe',\n '#channel',\n ['hey ptgbot wazzzup'])\n\n with mock.patch.object(\n self.bot, 'send',\n ) as mock_send:\n self.bot.on_pubmsg('', msg)\n self.assertFalse(mock_send.called)\n\n def test_help(self):\n msg = Event('',\n 'johndoe!~johndoe@openstack/member/johndoe',\n '#channel',\n ['#help'])\n\n with mock.patch.object(\n self.bot, 'send',\n ) as mock_send:\nself.bot.on_pubmsg('', ms\n mock_send.assert_called_with(\n '#channel',\n \"johndoe: See PTGbot documentation at: \" + DOC_URL,\n )\n\n def test_invalidtrack(self):\n msg = Event('',\n 'johndoe!~johndoe@openstack/member/johndoe',\n '#channel',\n ['#svift now Looking at me'])\n\n with mock.patch.object(\n self.bot, 'send',\n ) as mock_send:\n self.bot.on_pubmsg('', msg)\n mock_send.assert_any_call(\n '#channel',\n \"johndoe: Unknown track 'svift'\"\n )\n\n def test_now(self):\n msg = Event('',\n 'johndoe!~johndoe@openstack/member/johndoe',\n '#channel',\n ['#swift now Looking at me'])\n\n self.bot.on_pubmsg('', msg)\n self.assertEquals(\n self.db.data['now']['swift'],\n \"Looking at me\"\n )\n\n\n ... [20 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 47 - expected ')'\n \u2022 Block at line 15 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
97f2a5c39c4292c743f5344ec182edd02f5fb084
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/python3.6 import gevent from gevent import monkey from gevent.queue import Empty # my modules need to test. import standard_task monkey.patch_all(aggressive=True) div_line = '==================' div_line2 = '------------------' test_date = { 'bangumi_bilibili': (1500, ('laxect_cn',)), 'bilibili_spider': (1200, ('1071',)), 'lightnovel_spider': (1500, ( '和ヶ原聡司', '久遠侑', '七沢またり', '白鸟士郎', '羊太郎', '入间人间', '十文字青', '葵せきな', )), 'scales_bot': (0, ( '268094147:AAHNDBMmFQQaUqVm6mfaCe0a9uFmXWIiVBk', 290809873 )), 'timer': (0, ()), } # test date class test_mail_service(): def __init__(self, contents=None, output=True): self.count = 0 self.output = output if contents: self.contents = contents self.count = len(self.contents) def get(self, block=True, timeout=False): if block: gevent.sleep(0) self.count -= 1 if self.count < 0: raise Empty return { 'msg': self.contents[self.count] } def put(self, item): if not self.output: return print(div_line + div_line) for key in item: print(div_line2 + div_line2) print(' ' + str(key) + ' :') print(item[key]) print(div_line2 + div_line2) print(div_line + div_line) class scale_core_test_apis(): def __init__(self): def get(self): return { 'msg': 'helloworld from sca', 'meme-type': 'text', 'from': 'sca_test', 'from_port': 'main', 'send_to': 'laxect.test_task', 'send_to_port': 'sca', 'metadata': None, } def put(self, item): print(item) def standard_task_test(): class test_task(standard_task.task): def __init__(self, mail_service): super().__init__(mail_service) self.id = 'laxect.test_task' self.page_get_switch = True def mail_handle(self, msg): print(msg) def _run(self): print(self.scale_core_apis('test', ['helloworld'])) print('test task is runing') test_st = test_task(test_mail_service()) test_st.initalize(inbox=scale_core_test_apis()) test_st.scale_api_result.put('helloworld from sca') test_st._run() def test_task(): standard_task_test() if __name__ == '__main__': test_task() # scales_test()
|
Functions: __init__, get, put, __init__, get Classes: test_mail_service, scale_core_test_apis, test_task This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 11
| 3
| 2,550
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/python3.6\nimport gevent\nfrom gevent import monkey\nfrom gevent.queue import Empty\n# my modules need to test.\nimport standard_task\nmonkey.patch_all(aggressive=True)\ndiv_line = '=================='\ndiv_line2 = '------------------'\ntest_date = {\n 'bangumi_bilibili': (1500, ('laxect_cn',)),\n 'bilibili_spider': (1200, ('1071',)),\n 'lightnovel_spider': (1500, (\n '\u548c\u30f6\u539f\u8061\u53f8', '\u4e45\u9060\u4f91', '\u4e03\u6ca2\u307e\u305f\u308a', '\u767d\u9e1f\u58eb\u90ce',\n '\u7f8a\u592a\u90ce', '\u5165\u95f4\u4eba\u95f4', '\u5341\u6587\u5b57\u9752', '\u8475\u305b\u304d\u306a',\n )),\n 'scales_bot': (0, (\n '268094147:AAHNDBMmFQQaUqVm6mfaCe0a9uFmXWIiVBk', 290809873\n )),\n 'timer': (0, ()),\n} # test date\n\n\nclass test_mail_service():\n def __init__(self, contents=None, output=True):\n self.count = 0\n self.output = output\n if contents:\n self.contents = contents\n self.count = len(self.contents)\n\n def get(self, block=True, timeout=False):\n if block:\n gevent.sleep(0)\n self.count -= 1\n if self.count < 0:\n raise Empty\n return {\n 'msg': self.contents[self.count]\n }\n\n def put(self, item):\n if not self.output:\n return\n print(div_line + div_line)\n for key in item:\n print(div_line2 + div_line2)\n print(' ' + str(key) + ' :')\n print(item[key])\n print(div_line2 + div_line2)\n print(div_line + div_line)\n\n\nclass scale_core_test_apis():\n def __init__(self):\n def get(self):\n return {\n 'msg': 'helloworld from sca',\n 'meme-type': 'text',\n 'from': 'sca_test',\n 'from_port': 'main',\n 'send_to': 'laxect.test_task',\n 'send_to_port': 'sca',\n 'metadata': None,\n }\n\n def put(self, item):\n print(item)\n\n\ndef standard_task_test():\n class test_task(standard_task.task):\n def __init__(self, mail_service):\n super().__init__(mail_service)\n self.id = 'laxect.test_task'\n self.page_get_switch = True\n\n def mail_handle(self, msg):\n print(msg)\n\n def _run(self):\n print(self.scale_core_apis('test', ['helloworld']))\n print('test task is runing')\n\n test_st = test_task(test_mail_service())\n test_st.initalize(inbox=scale_core_test_apis())\n test_st.scale_api_result.put('helloworld from sca')\n test_st._run()\n\n\ndef test_task():\n standard_task_test()\n\n\nif __name__ == '__main__':\n test_task()\n # scales_test()"}, {"role": "assistant", "content": " Functions: __init__, get, put, __init__, get\n Classes: test_mail_service, scale_core_test_apis, test_task\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
97f385bb01ad627d613e523e1d165ea798983a82
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # coding=utf-8 # Copyright 2020 The TF-Agents 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 # # https://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 ActionsSampler(object): """Base class for actions sampler. Given a batch of distribution params(including mean and var), sample, clip and return [N, B, A] actions, where 'N' means num_samples, 'B' means batch_size, 'A' means action_size. """ __metaclass__ = abc.ABCMeta def __init__(self, action_spec, sample_clippers=None, sample_rejecters=None): """Creates an ActionsSampler. Args: action_spec: A nest of BoundedTensorSpec representing the actions. sample_clippers: A list of callables that are applied to the generated samples. These callables take in a nested structure matching the action_spec and must return a matching structure. sample_rejecters: A list of callables that will reject samples and return a mask tensor. """ self._action_spec = action_spec self._sample_clippers = sample_clippers self._sample_rejecters = sample_rejecters @abc.abstractmethod def refit_distribution_to(self, target_sample_indices, samples): """Refits distribution according to actions with index of ind. Args: target_sample_indices: A [B, M] sized tensor indicating the index samples: A nested structure corresponding to action_spec. Each action is a [B, N, A] sized tensor.
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 17 • SyntaxError: unterminated triple-quoted string literal (detected at line 48) at line 43 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 2
| 1,889
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2020 The TF-Agents 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# https://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 ActionsSampler(object):\n \"\"\"Base class for actions sampler.\n\n Given a batch of distribution params(including mean and var), sample, clip and\n return [N, B, A] actions, where 'N' means num_samples, 'B' means batch_size,\n 'A' means action_size.\n \"\"\"\n\n __metaclass__ = abc.ABCMeta\n\n def __init__(self, action_spec, sample_clippers=None, sample_rejecters=None):\n \"\"\"Creates an ActionsSampler.\n\n Args:\n action_spec: A nest of BoundedTensorSpec representing the actions.\n sample_clippers: A list of callables that are applied to\n the generated samples. These callables take in a nested structure\n matching the action_spec and must return a matching structure.\n sample_rejecters: A list of callables that will reject samples and return\n a mask tensor.\n \"\"\"\n self._action_spec = action_spec\n self._sample_clippers = sample_clippers\n self._sample_rejecters = sample_rejecters\n\n @abc.abstractmethod\n def refit_distribution_to(self, target_sample_indices, samples):\n \"\"\"Refits distribution according to actions with index of ind.\n\n Args:\n target_sample_indices: A [B, M] sized tensor indicating the index\n samples: A nested structure corresponding to action_spec. Each action is\n a [B, N, A] sized tensor."}, {"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 17\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 48) at line 43\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
97f546d854beb31c91bcabf46d8423e92992e47a
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: #from scipy.stats import wilcoxon from scipy.stats import ranksums #from scipy.stats import mannwhitneyu import numpy as np from sklearn.decomposition import PCA import matplotlib.pyplot as plt import louvain import igraph as ig import pandas as pd from sklearn.neighbors import NearestNeighbors from scipy.sparse import csr_matrix from sklearn.manifold import TSNE import umap import re from statsmodels import robust from pyteomics import mzml from matplotlib.pyplot import subplots,scatter import matplotlib.patches as mpatches import seaborn as sns import requests import io def readmzXML(file_paths): result = data_dict + 1 # BUG: using before init data_dict = {} for file_path in file_paths: data = mzml.MzML(file_path) file_num = len(data) for spectrum in data: data_dict[spectrum['spectrum title']] = {'m/z':spectrum['m/z array'],'intensity':spectrum['intensity array']} print('successfully loaded '+str(file_num)+' raw spectra from'+file_path) return data_dict def extracSampleID(sample_string_list): sampleID = [] for sample_string in sample_string_list: x_loc = re.search('x_(.*)y_',sample_string).group(1) #print(x_loc) y_loc = re.search(r'y_(.*)\\1',sample_string).group(1).split('\\')[0] #print(y_loc) ID = 'x_'+x_loc+'y_'+y_loc sampleID.append(ID) return sampleID def PCanalysis(num_com, num_plot, data, if_plot): pca = PCA(n_components=num_com) pca_results = pca.fit_transform(data) if if_plot == True: fig, axes = plt.subplots(1, num_plot, figsize=(15, 4), sharex=True, sharey=True) ax = axes.ravel() # for i in range(num_com): # print('Explained variation per principal component: {}'.format(pca.explained_variance_ratio_[i])) for j in range(num_plot): ax[j].scatter(pca_results[:, j], pca_results[:, j + 1]) ax[j].set_title('Explained variation {}'.format(round(pca.explained_variance_ratio_[j], 3))) # fig.show() return pca_results def rank_sum_test(x, y, features, N): dim = x.shape[1] sample_num = min(x.shape[0], y.shape[0]) S = [] P = [] for i in range(dim): s, p = ranksums(x[:, i], y[:, i]) S.append(s) P.append(p) S = np.asarray(S) P = np.asarray(P) P_order = P.argsort()[-N:] # P_ranks = P_order.argsort() feature_order = features[P_order] return P_order, feature_order, P ... [13 more functiondefs truncated] ...
|
Error Analysis: Error Type: UNINITIALIZED_VAR Error: UNINITIALIZED_VAR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 45 • Block at line 38 has no indented body Fix: Initialize variable before using it
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 2,561
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#from scipy.stats import wilcoxon\nfrom scipy.stats import ranksums\n#from scipy.stats import mannwhitneyu\nimport numpy as np\nfrom sklearn.decomposition import PCA\nimport matplotlib.pyplot as plt\nimport louvain\nimport igraph as ig\nimport pandas as pd\nfrom sklearn.neighbors import NearestNeighbors\nfrom scipy.sparse import csr_matrix\nfrom sklearn.manifold import TSNE\nimport umap\nimport re\nfrom statsmodels import robust\nfrom pyteomics import mzml\nfrom matplotlib.pyplot import subplots,scatter\nimport matplotlib.patches as mpatches\nimport seaborn as sns\nimport requests\nimport io\n\ndef readmzXML(file_paths):\n \n result = data_dict + 1 # BUG: using before init\n data_dict = {}\n for file_path in file_paths:\n data = mzml.MzML(file_path)\n file_num = len(data)\n\n for spectrum in data:\n data_dict[spectrum['spectrum title']] = {'m/z':spectrum['m/z array'],'intensity':spectrum['intensity array']}\n\n print('successfully loaded '+str(file_num)+' raw spectra from'+file_path)\n\n return data_dict\n\ndef extracSampleID(sample_string_list):\n\n sampleID = []\n for sample_string in sample_string_list:\n\n x_loc = re.search('x_(.*)y_',sample_string).group(1)\n #print(x_loc)\n y_loc = re.search(r'y_(.*)\\\\1',sample_string).group(1).split('\\\\')[0]\n #print(y_loc)\n ID = 'x_'+x_loc+'y_'+y_loc\n\n sampleID.append(ID)\n\n\n return sampleID\n\ndef PCanalysis(num_com, num_plot, data, if_plot):\n pca = PCA(n_components=num_com)\n pca_results = pca.fit_transform(data)\n if if_plot == True:\n fig, axes = plt.subplots(1, num_plot, figsize=(15, 4), sharex=True, sharey=True)\n ax = axes.ravel()\n # for i in range(num_com):\n # print('Explained variation per principal component: {}'.format(pca.explained_variance_ratio_[i]))\n for j in range(num_plot):\n ax[j].scatter(pca_results[:, j], pca_results[:, j + 1])\n ax[j].set_title('Explained variation {}'.format(round(pca.explained_variance_ratio_[j], 3)))\n # fig.show()\n return pca_results\n\n\n\ndef rank_sum_test(x, y, features, N):\n dim = x.shape[1]\n sample_num = min(x.shape[0], y.shape[0])\n S = []\n P = []\n for i in range(dim):\n s, p = ranksums(x[:, i], y[:, i])\n S.append(s)\n P.append(p)\n\n S = np.asarray(S)\n P = np.asarray(P)\n\n P_order = P.argsort()[-N:]\n # P_ranks = P_order.argsort()\n feature_order = features[P_order]\n\n return P_order, feature_order, P\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Error: UNINITIALIZED_VAR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 45\n \u2022 Block at line 38 has no indented body\n\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
97f6c19a864b583a117057b004cdbcf99bebd302
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: from django.contrib.auth import get_user_model from django.urls import reverse from django.test import TestCase from rest_framework import status from rest_framework.test import APIClient from core.models import Category, Product from WMS.serializers import CategorySerializer class PublicCategoriesApiTests(TestCase): """Test the publicly available Categories API""" def setUp(self): self.client = APIClient() def test_login_required(self): """Test that login is required for retrieving tags""" res = self.client.get(CATEGORIES_URL) self.assertEqual(res.status_code, status.HTTP_401_UNAUTHORIZED) class PrivateCategoriesApiTests(TestCase): """Test the authorized user categories API""" def setUp(self): self.user = get_user_model().objects.create_user( 'user@domain.com', 'testing' ) self.client = APIClient() self.client.force_authenticate(self.user) def test_retrieve_categories(self): """Test retrieving categories""" Category.objects.create(user=self.user, name='Book') Category.objects.create(user=self.user, name='Dictionary') res = self.client.get(CATEGORIES_URL) tags = Category.objects.all().order_by(' Error: SyntaxError / EOF
|
Fixed Code: from django.contrib.auth import get_user_model from django.urls import reverse from django.test import TestCase from rest_framework import status from rest_framework.test import APIClient from core.models import Category, Product from WMS.serializers import CategorySerializer class PublicCategoriesApiTests(TestCase): """Test the publicly available Categories API""" def setUp(self): self.client = APIClient() def test_login_required(self): """Test that login is required for retrieving tags""" res = self.client.get(CATEGORIES_URL) self.assertEqual(res.status_code, status.HTTP_401_UNAUTHORIZED) Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 7
| 2
| 1,273
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.contrib.auth import get_user_model\nfrom django.urls import reverse\nfrom django.test import TestCase\n\nfrom rest_framework import status\nfrom rest_framework.test import APIClient\n\nfrom core.models import Category, Product\nfrom WMS.serializers import CategorySerializer\n\nclass PublicCategoriesApiTests(TestCase):\n \"\"\"Test the publicly available Categories API\"\"\"\n def setUp(self):\n self.client = APIClient()\n\n def test_login_required(self):\n \"\"\"Test that login is required for retrieving tags\"\"\"\n res = self.client.get(CATEGORIES_URL)\n self.assertEqual(res.status_code, status.HTTP_401_UNAUTHORIZED)\n\n\nclass PrivateCategoriesApiTests(TestCase):\n \"\"\"Test the authorized user categories API\"\"\"\n def setUp(self):\n self.user = get_user_model().objects.create_user(\n 'user@domain.com',\n 'testing'\n )\n self.client = APIClient()\n self.client.force_authenticate(self.user)\n\n def test_retrieve_categories(self):\n \"\"\"Test retrieving categories\"\"\"\n Category.objects.create(user=self.user, name='Book')\n Category.objects.create(user=self.user, name='Dictionary')\n\n res = self.client.get(CATEGORIES_URL)\n\n tags = Category.objects.all().order_by('\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.contrib.auth import get_user_model\nfrom django.urls import reverse\nfrom django.test import TestCase\n\nfrom rest_framework import status\nfrom rest_framework.test import APIClient\n\nfrom core.models import Category, Product\nfrom WMS.serializers import CategorySerializer\n\nclass PublicCategoriesApiTests(TestCase):\n \"\"\"Test the publicly available Categories API\"\"\"\n def setUp(self):\n self.client = APIClient()\n\n def test_login_required(self):\n \"\"\"Test that login is required for retrieving tags\"\"\"\n res = self.client.get(CATEGORIES_URL)\n self.assertEqual(res.status_code, status.HTTP_401_UNAUTHORIZED)\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
97f6f9720a89a1575d10688a01c5a0c6a72380dd
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: def get_content_feed(game_id, milestones=False): """ Queries the NHL Content Feed API to get media items (photos, videos, etc) Args: game_id (int) - The unique identifier of the Game. milestones (bool) - Returns only the milestones section Returns: response - JSON object of live feed results """ logging.info("Content Feed requested (milestones: %s)!", milestones) api_endpoint = f"game/{game_id}/content" response = api.nhl_api(api_endpoint).json() # Calculate milestones if argument is True response = response if not milestones else response["media"]["milestones"]["items"] return response def search_milestones_for_id(milestones, event_id): """ Searches the milestones list for an item that matches the statsEventID passed in. Args: event_id (int): NHL Game Event ID Returns: event_exists (bool): Does the event exist highlight (dict): Dictionary of the highlight itself nhl_video_url (string): URL pointing to the NHL Video Highlight of the event """ # If mile if not milestones: return False, None, None event = next(filter(lambda obj: obj.get("statsEventId") == str(event_id), milestones), None) if not event: return False, None, None try: highlight = event.get("highlight") video_id = highlight.get("id") if not video_id: logging.warning( "The highlight for %s exists, but there is no Video ID - try again next loop.", event_id, ) return False, None, None nhl_video_url = f"https://www.nhl.com/video/c-{video_id}?tcid=tw_video_content_id" playbacks = highlight.get("playbacks") nhl_mp4_url = next(x["url"] for x in playbacks if x["name"] == "FLASH_1800K_896x504") return True, highlight, nhl_video_url, nhl_mp4_url except AttributeError: logging.error("Error getting video ID and / or NHL Video URL.") return False, None, None def get_game_recap(content_feed): """ Searches the content feed for the game recap. Args: content_feed (dict): NHL Content Feed Returns: recap (dict): Dictionary of the full recap event nhl_video_url (string): URL pointing to the NHL Video Recap """ epg = content_feed["media"]["epg"] recap = next(x for x in epg if x["title"] == "Recap") video_id = recap["items"][0]["id"] nhl_video_url = f"https://www.nhl.com/video/c-{video_id}?tcid=tw_video_content_id" return recap, nhl_video_url ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 82: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 42 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 73 Unexpected indentation at line 76 ✨ Improvements: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 3
| 0
| 2,642
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ndef get_content_feed(game_id, milestones=False):\n \"\"\" Queries the NHL Content Feed API to get media items (photos, videos, etc)\n\n Args:\n game_id (int) - The unique identifier of the Game.\n milestones (bool) - Returns only the milestones section\n\n Returns:\n response - JSON object of live feed results\n \"\"\"\n\n logging.info(\"Content Feed requested (milestones: %s)!\", milestones)\n api_endpoint = f\"game/{game_id}/content\"\n response = api.nhl_api(api_endpoint).json()\n\n # Calculate milestones if argument is True\n response = response if not milestones else response[\"media\"][\"milestones\"][\"items\"]\n return response\n\n\ndef search_milestones_for_id(milestones, event_id):\n \"\"\" Searches the milestones list for an item that matches the statsEventID passed in.\n\n Args:\n event_id (int): NHL Game Event ID\n\n Returns:\n event_exists (bool): Does the event exist\n highlight (dict): Dictionary of the highlight itself\n nhl_video_url (string): URL pointing to the NHL Video Highlight of the event\n \"\"\"\n # If mile\n if not milestones:\n return False, None, None\n event = next(filter(lambda obj: obj.get(\"statsEventId\") == str(event_id), milestones), None)\n\n if not event:\n return False, None, None\n\n try:\n highlight = event.get(\"highlight\")\n video_id = highlight.get(\"id\")\n\n if not video_id:\n logging.warning(\n \"The highlight for %s exists, but there is no Video ID - try again next loop.\",\n event_id,\n )\n return False, None, None\n\n nhl_video_url = f\"https://www.nhl.com/video/c-{video_id}?tcid=tw_video_content_id\"\n\n playbacks = highlight.get(\"playbacks\")\n nhl_mp4_url = next(x[\"url\"] for x in playbacks if x[\"name\"] == \"FLASH_1800K_896x504\")\n return True, highlight, nhl_video_url, nhl_mp4_url\n except AttributeError:\n logging.error(\"Error getting video ID and / or NHL Video URL.\")\n return False, None, None\n\n\ndef get_game_recap(content_feed):\n \"\"\" Searches the content feed for the game recap.\n\n Args:\n content_feed (dict): NHL Content Feed\n\n Returns:\n recap (dict): Dictionary of the full recap event\n nhl_video_url (string): URL pointing to the NHL Video Recap\n \"\"\"\n\n epg = content_feed[\"media\"][\"epg\"]\n recap = next(x for x in epg if x[\"title\"] == \"Recap\")\n\n video_id = recap[\"items\"][0][\"id\"]\n nhl_video_url = f\"https://www.nhl.com/video/c-{video_id}?tcid=tw_video_content_id\"\n\n return recap, nhl_video_url\n\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 Unterminated string literal at line 2\n Invalid syntax at line 82: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 42\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 73\n Unexpected indentation at line 76\n\n\u2728 Improvements:\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 |
97f9536a2fa9c1727d3dd380dfed31043a525be9
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np import matplotlib.pyplot as plt from Notebooks import micro_statistics import hypernetx as hnx def small_draw(hg: hnx.Hypergraph, node: int): # x = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] statistic_value = [] # 添加 statistic_value.append(micro_statistics.hyperdegree(hg, node).real) statistic_value.append(micro_statistics.hyperdistribution(hg, node).real) statistic_value.append(micro_statistics.Subgraph_centrality(hg, node).real) statistic_value.append(micro_statistics.degree_centrality(hg, node).real) statistic_value.append(micro_statistics.hypernode_strength(hg, node).real) statistic_value.append(micro_statistics.cosine_degree(hg, node).real) statistic_value.append(micro_statistics.node_clustering_coefficient(hg, node).real) statistic_value.append(micro_statistics.node_type_entropy(hg).real) statistic_value.append(micro_statistics.type_assortativity_coefficient(hg).real) statistic_value.append(micro_statistics.point_intensity_centrality(hg, node).real) # statistic_value.append(smalltest.node_betweenness_centrality(hg, node)) # statistic_value.append(smalltest.node_importance(hg, node, 1, 0, 0)) labels = [] # labels = ['G1', 'G2', 'G3', 'G4', 'G5'] value_len = len(statistic_value) for i in range(value_len): labels.append(str(i)) # men_means = [20, 34, 30, 35, 27] x = np.arange(len(labels)) # the label locations width = 0.35 # 条形的宽 ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: fig, ax = plt.subplots() rects1 = ax.bar(x - width / 2, statistic_value, width, label='values', edgecolor='grey', linewidth='1') # edgecolor条形图的边缘的颜色，linewidth边缘的宽度 # Add some text for labels, title and custom x-axis tick labels, etc.
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 1,482
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\nimport matplotlib.pyplot as plt\nfrom Notebooks import micro_statistics\nimport hypernetx as hnx\n\ndef small_draw(hg: hnx.Hypergraph, node: int):\n # x = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]\n statistic_value = []\n # \u6dfb\u52a0\n statistic_value.append(micro_statistics.hyperdegree(hg, node).real)\n statistic_value.append(micro_statistics.hyperdistribution(hg, node).real)\n statistic_value.append(micro_statistics.Subgraph_centrality(hg, node).real)\n statistic_value.append(micro_statistics.degree_centrality(hg, node).real)\n statistic_value.append(micro_statistics.hypernode_strength(hg, node).real)\n statistic_value.append(micro_statistics.cosine_degree(hg, node).real)\n statistic_value.append(micro_statistics.node_clustering_coefficient(hg, node).real)\n statistic_value.append(micro_statistics.node_type_entropy(hg).real)\n statistic_value.append(micro_statistics.type_assortativity_coefficient(hg).real)\n statistic_value.append(micro_statistics.point_intensity_centrality(hg, node).real)\n # statistic_value.append(smalltest.node_betweenness_centrality(hg, node))\n # statistic_value.append(smalltest.node_importance(hg, node, 1, 0, 0))\n labels = []\n # labels = ['G1', 'G2', 'G3', 'G4', 'G5']\n value_len = len(statistic_value)\n for i in range(value_len):\n labels.append(str(i))\n\n # men_means = [20, 34, 30, 35, 27]\n x = np.arange(len(labels)) # the label locations\n width = 0.35 # \u6761\u5f62\u7684\u5bbd\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 fig, ax = plt.subplots()\n rects1 = ax.bar(x - width / 2, statistic_value, width, label='values', edgecolor='grey',\n linewidth='1') # edgecolor\u6761\u5f62\u56fe\u7684\u8fb9\u7f18\u7684\u989c\u8272\uff0clinewidth\u8fb9\u7f18\u7684\u5bbd\u5ea6\n\n # Add some text for labels, title and custom x-axis tick labels, etc."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
97f96f34bdfca22c1b0079d9873f386e268b2b50
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: import biothings.hub.dataload.uploader as uploader class EnsemblGenomicPosMM9Uploader(uploader.DummySourceUploader): name = "ensembl_genomic_pos_mm9" @classmethod def get_mapping(klass): mapping = { "genomic_pos_mm9" : { "dynamic" : False, "type" : "nested", "properties" : { "start" : { "type" : "long" }, "chr" : { "normalizer" : "keyword_lowercase_normalizer", "type": "keyword" }, "end" : { "type" : "long" }, "strand" : { "index" : False, "type" : "byte" } } } } return mapping
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 6 Unexpected indentation at line 8 Unexpected indentation at line 10 💡 Suggestions: Add docstring to class 'EnsemblGenomicPosMM9Uploader'
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 1
| 1
| 1,061
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport biothings.hub.dataload.uploader as uploader\r\n\r\nclass EnsemblGenomicPosMM9Uploader(uploader.DummySourceUploader):\r\n\r\n name = \"ensembl_genomic_pos_mm9\"\r\n\r\n @classmethod\r\n def get_mapping(klass):\r\n mapping = {\r\n \"genomic_pos_mm9\" : {\r\n \"dynamic\" : False,\r\n \"type\" : \"nested\",\r\n \"properties\" : {\r\n \"start\" : {\r\n \"type\" : \"long\"\r\n },\r\n \"chr\" : {\r\n \"normalizer\" : \"keyword_lowercase_normalizer\",\r\n \"type\": \"keyword\"\r\n },\r\n \"end\" : {\r\n \"type\" : \"long\"\r\n },\r\n \"strand\" : {\r\n \"index\" : False,\r\n \"type\" : \"byte\"\r\n }\r\n }\r\n }\r\n }\r\n\r\n return mapping"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 6\n Unexpected indentation at line 8\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'EnsemblGenomicPosMM9Uploader'"}]
| false
| null | null | null |
97fa2f41a9f1692a9891881abf09a3a8615fe38d
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: ... [4 more functiondefs truncated] ...
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 2: ... [4 more functiondefs truncated] ...
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNKNOWN\n Error: Unknown error\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 2: ... [4 more functiondefs truncated] ..."}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
97faedcc914abeca697eb209c33010fecb9e5a45
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: # coding: utf-8 from django.db import models from django.utils import functional from django.core.exceptions import ValidationError from django.core import validators as django_validators from rels.relations import Record from rels.shortcuts import EnumWithText class DjangoEnum(EnumWithText): @classmethod def choices(cls): return [(record, record.text) for record in cls.records] class RelationIntegerField(models.IntegerField): def __init__(self, *argv, **kwargs): self._relation = kwargs.get('relation') self._relation_column = kwargs.get('relation_column', 'value') if 'choices' not in kwargs and hasattr(self._relation, 'choices'): kwargs['choices'] = self._relation.choices() # TODO: check if relation has column with relation_column name # TODO: check if column has int type if 'relation' in kwargs: del kwargs['relation'] if 'relation_column' in kwargs: del kwargs['relation_column'] super(RelationIntegerField, self).__init__(*argv, **kwargs) def to_python(self, value): if self._relation is None: # emulate default behaviour for migrations return super(RelationIntegerField, self).to_python(value) if value is None: return None if isinstance(value, Record): if value._relation == self._relation: return value else: raise ValidationError('record %r is not from %r' % (value, self._relation)) if isinstance(value, str) and '.' in value: relation_name, primary_name = value.split('.') if relation_name != self._relation.__name__: raise ValidationError('wrong relation name "%s", expected "%s"' % (relation_name, self._relation.__name__)) return getattr(self._relation, primary_name) try: return getattr(self._relation, 'index_%s' % self._relation_column)[int(value)] except ValueError: raise ValidationError('can not convert %r to %r' % (value, self._relation)) ... [4 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 12 has no indented body Block at line 19 has no indented body Invalid syntax at line 64: ... [4 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 23 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 39 Unexpected indentation at line 47 Unexpected indentation at line 60 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 3
| 2
| 2,153
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding: utf-8\n\n\nfrom django.db import models\nfrom django.utils import functional\nfrom django.core.exceptions import ValidationError\nfrom django.core import validators as django_validators\n\nfrom rels.relations import Record\nfrom rels.shortcuts import EnumWithText\n\nclass DjangoEnum(EnumWithText):\n\n @classmethod\n def choices(cls):\n return [(record, record.text) for record in cls.records]\n\n\nclass RelationIntegerField(models.IntegerField):\n\n def __init__(self, *argv, **kwargs):\n self._relation = kwargs.get('relation')\n self._relation_column = kwargs.get('relation_column', 'value')\n\n if 'choices' not in kwargs and hasattr(self._relation, 'choices'):\n kwargs['choices'] = self._relation.choices()\n\n # TODO: check if relation has column with relation_column name\n # TODO: check if column has int type\n\n if 'relation' in kwargs: del kwargs['relation']\n if 'relation_column' in kwargs: del kwargs['relation_column']\n\n super(RelationIntegerField, self).__init__(*argv, **kwargs)\n\n def to_python(self, value):\n if self._relation is None:\n # emulate default behaviour for migrations\n return super(RelationIntegerField, self).to_python(value)\n\n if value is None:\n return None\n\n if isinstance(value, Record):\n if value._relation == self._relation:\n return value\n else:\n raise ValidationError('record %r is not from %r' % (value, self._relation))\n\n if isinstance(value, str) and '.' in value:\n relation_name, primary_name = value.split('.')\n\n if relation_name != self._relation.__name__:\n raise ValidationError('wrong relation name \"%s\", expected \"%s\"' % (relation_name, self._relation.__name__))\n\n return getattr(self._relation, primary_name)\n\n try:\n return getattr(self._relation, 'index_%s' % self._relation_column)[int(value)]\n except ValueError:\n raise ValidationError('can not convert %r to %r' % (value, self._relation))\n\n\n ... [4 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 12 has no indented body\n Block at line 19 has no indented body\n Invalid syntax at line 64: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 23\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n Unexpected indentation at line 39\n Unexpected indentation at line 47\n Unexpected indentation at line 60\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
97fb16da6006673721fb2402cfd4c7f7a76892d3
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python import numpy as np def outlierCleaner(predictions, ages, net_worths): """ Clean away the 10% of points that have the largest residual errors (difference between the prediction and the actual net worth). Return a list of tuples named cleaned_data where each tuple is of the form (age, net_worth, error). """ cleaned_data = [] ### your code goes here
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 5 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 431
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python\nimport numpy as np\n\ndef outlierCleaner(predictions, ages, net_worths):\n \"\"\"\n Clean away the 10% of points that have the largest\n residual errors (difference between the prediction\n and the actual net worth).\n\n Return a list of tuples named cleaned_data where \n each tuple is of the form (age, net_worth, error).\n \"\"\"\n \n cleaned_data = []\n\n ### your code goes here"}, {"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 5\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
97fd80b8b38fb4cdbb704c22bb5292faf8dcae51
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: # pairwise slopes class Solution: def slope(a, b): delta_y = abs(a[1]-b[1]) delta_x = abs(a[0]-b[0]) if delta_x == 0: return math.inf else: return delta_y / delta_x def checkStraightLine(self, coordinates: List[List[int]]) -> bool: # Complete this line if n == 2: return True m = Solution.slope(coordinates[0], coordinates[-1]) return all(m == Solution.slope(coordinates[i], coordinates[i+1]) for i in range(0, n-1, 2))
|
The missing line is: n = len(coordinates)
|
advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 531
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# pairwise slopes\nclass Solution:\n def slope(a, b):\n delta_y = abs(a[1]-b[1])\n delta_x = abs(a[0]-b[0])\n if delta_x == 0:\n return math.inf\n else:\n return delta_y / delta_x\n\n def checkStraightLine(self, coordinates: List[List[int]]) -> bool:\n # Complete this line\n\n if n == 2:\n return True\n\n m = Solution.slope(coordinates[0], coordinates[-1])\n return all(m == Solution.slope(coordinates[i], coordinates[i+1]) for i in range(0, n-1, 2))"}, {"role": "assistant", "content": "The missing line is:\n n = len(coordinates)"}]
| false
| null | null | null |
97ff0fef2b5021a2b783967bca22553038358374
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # standard libraries import enum # third-party libraries import cutadapt.scripts.cutadapt # ccbb libraries from ccbb_pyutils.files_and_paths import get_file_name_pieces, make_file_path __author__ = 'Amanda Birmingham' __maintainer__ = "Amanda Birmingham" __email__ = "abirmingham@ucsd.edu" __status__ = "prototype" class TrimType(enum.Enum): FIVE = "5" THREE = "3" FIVE_THREE = "53" def get_trimmed_suffix(trimtype): return "_trimmed{0}.fastq".format(trimtype.value) def trim_linked_scaffold(output_dir, fastq_fp, scaffold_seq_5p, scaffold_seq_3p, quiet=True): args = ["-a", "{0}...{1}".format(scaffold_seq_5p,scaffold_seq_3p)] return _run_cutadapt(output_dir, fastq_fp, TrimType.FIVE_THREE, args, quiet) def trim_global_scaffold(output_dir, fastq_fp, scaffold_seq_5p=None, scaffold_seq_3p=None, quiet=True): curr_fastq_fp = fastq_fp if scaffold_seq_5p is not None: curr_fastq_fp = _run_cutadapt_global(output_dir, curr_fastq_fp, scaffold_seq_5p, True, quiet)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,011
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# standard libraries\nimport enum\n\n# third-party libraries\nimport cutadapt.scripts.cutadapt\n\n# ccbb libraries\nfrom ccbb_pyutils.files_and_paths import get_file_name_pieces, make_file_path\n\n__author__ = 'Amanda Birmingham'\n__maintainer__ = \"Amanda Birmingham\"\n__email__ = \"abirmingham@ucsd.edu\"\n__status__ = \"prototype\"\n\n\nclass TrimType(enum.Enum):\n FIVE = \"5\"\n THREE = \"3\"\n FIVE_THREE = \"53\"\n\n\ndef get_trimmed_suffix(trimtype):\n return \"_trimmed{0}.fastq\".format(trimtype.value)\n\n\ndef trim_linked_scaffold(output_dir, fastq_fp, scaffold_seq_5p, scaffold_seq_3p, quiet=True):\n args = [\"-a\", \"{0}...{1}\".format(scaffold_seq_5p,scaffold_seq_3p)]\n return _run_cutadapt(output_dir, fastq_fp, TrimType.FIVE_THREE, args, quiet)\n\n\ndef trim_global_scaffold(output_dir, fastq_fp, scaffold_seq_5p=None, scaffold_seq_3p=None, quiet=True):\n curr_fastq_fp = fastq_fp\n\n if scaffold_seq_5p is not None:\n curr_fastq_fp = _run_cutadapt_global(output_dir, curr_fastq_fp, scaffold_seq_5p, True, quiet)"}, {"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
|
3f005a8812de86e7337bcf52826e6771542d0d20
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- from unittest import TestCase from django_cache_manager.model_cache_sharing import model_cache_backend from django_cache_manager.model_cache_sharing.types import ModelCacheInfo class SharedMemoryTests(TestCase): """ Tests for django_cache_manager.model_cache_sharing.backends.shared_memory.SharedMemory """ def setUp(self): self.shared_memory = model_cache_backend self.cache_model_info = ModelCacheInfo('table1', 'key1') self.shared_memory.share_model_cache_info(self.cache_model_info) def test_cache_backend(self): """ The attribute '_cache_backend' should be created when accessing shared_memory.cache_backend """ if hasattr(self.shared_memory, '_cache_backend'): del self.shared_memory._cache_backend self.shared_memory.cache_backend self.assertTrue(hasattr(self.shared_memory, '_cache_backend')) def test_share_model_cache_info_with_new_model(self): """ New model should be added into cache when calling 'share_model_cache_info' """ cached_model = self.shared_memory._cache_backend.get( self.cache_model_info.table_name, None ) self.assertEqual(cached_model, self.cache_model_info) def test_share_model_cache_info_with_model_update(self): """ Cached model should be updated when calling 'share_model_cache_info' """ # Add a new model info with the same table name cache_model_info = ModelCacheInfo( self.cache_model_info.table_name, 'key2' ) self.shared_memory.share_model_cache_info(cache_model_info) cached_model = self.shared_memory._cache_backend.get('table1', None) self.assertEqual(cached_model, cache_model_info) def test_retrieve_model_cache_info(self): """ Cached model should be returned when calling 'retrieve_model_cache_info' with an existing table name """ cached_model = self.shared_memory.retrieve_model_cache_info( self.cache_model_info.table_name ) self.assertEqual(cached_model, self.cache_model_info) def test_retrieve_model_cache_info_with_nonexistent_model_cache(self): """ None should be returned when calling 'retrieve_model_cache_info' with a nonexistent table name """ cached_model = self.shared_memory.retrieve_model_cache_info( 'secret_table_name_>O<' ) self.assertEqual(cached_model, None)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 9 ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 15 Unexpected indentation at line 16 💡 Suggestions: Add closing quote at line 9
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 6
| 1
| 2,567
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom unittest import TestCase\n\nfrom django_cache_manager.model_cache_sharing import model_cache_backend\nfrom django_cache_manager.model_cache_sharing.types import ModelCacheInfo\n\nclass SharedMemoryTests(TestCase):\n \"\"\"\n Tests for django_cache_manager.model_cache_sharing.backends.shared_memory.SharedMemory\n \"\"\"\n\n def setUp(self):\n self.shared_memory = model_cache_backend\n self.cache_model_info = ModelCacheInfo('table1', 'key1')\n self.shared_memory.share_model_cache_info(self.cache_model_info)\n\n def test_cache_backend(self):\n \"\"\"\n The attribute '_cache_backend' should be created when accessing\n shared_memory.cache_backend\n \"\"\"\n if hasattr(self.shared_memory, '_cache_backend'):\n del self.shared_memory._cache_backend\n self.shared_memory.cache_backend\n self.assertTrue(hasattr(self.shared_memory, '_cache_backend'))\n\n def test_share_model_cache_info_with_new_model(self):\n \"\"\"\n New model should be added into cache when calling 'share_model_cache_info'\n \"\"\"\n cached_model = self.shared_memory._cache_backend.get(\n self.cache_model_info.table_name, None\n )\n self.assertEqual(cached_model, self.cache_model_info)\n\n def test_share_model_cache_info_with_model_update(self):\n \"\"\"\n Cached model should be updated when calling 'share_model_cache_info'\n \"\"\"\n # Add a new model info with the same table name\n cache_model_info = ModelCacheInfo(\n self.cache_model_info.table_name, 'key2'\n )\n self.shared_memory.share_model_cache_info(cache_model_info)\n\n cached_model = self.shared_memory._cache_backend.get('table1', None)\n self.assertEqual(cached_model, cache_model_info)\n\n def test_retrieve_model_cache_info(self):\n \"\"\"\n Cached model should be returned when calling 'retrieve_model_cache_info'\n with an existing table name\n \"\"\"\n cached_model = self.shared_memory.retrieve_model_cache_info(\n self.cache_model_info.table_name\n )\n self.assertEqual(cached_model, self.cache_model_info)\n\n def test_retrieve_model_cache_info_with_nonexistent_model_cache(self):\n \"\"\"\n None should be returned when calling 'retrieve_model_cache_info'\n with a nonexistent table name\n \"\"\"\n cached_model = self.shared_memory.retrieve_model_cache_info(\n 'secret_table_name_>O<'\n )\n self.assertEqual(cached_model, None)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 9\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 9"}]
| false
| null | null | null |
3f00624c08d5fa59806b9f48fd37ca2d988f4e1e
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import flask as f import flask_login from ..api import rule from ..api._docs import spec from ..api._endpoint import ApiEndpoint, maybe_login_required from ..entities._entity import NotFound from ..entities.case import Case from ..entities.distribution import set_z_scores from ..entities.summary import BenchmarkFacadeSchema, Summary, SummarySerializer class BenchmarkValidationMixin: def validate_benchmark(self, schema): return self.validate(schema) class BenchmarkEntityAPI(ApiEndpoint, BenchmarkValidationMixin): serializer = SummarySerializer() def _get(self, benchmark_id): try: summary = Summary.one(id=benchmark_id) except NotFound: self.abort_404_not_found() return summary @maybe_login_required def get(self, benchmark_id): """ --- description: Get a benchmark. responses: "200": "BenchmarkEntity" "401": "401" "404": "404" parameters: - name: benchmark_id in: path schema: type: string tags: - Benchmarks ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: summary = self._get(benchmark_id) set_z_scores([summary]) return self.serializer.one.dump(summary) @flask_login.login_required
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 4
| 3
| 1,146
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport flask as f\nimport flask_login\n\nfrom ..api import rule\nfrom ..api._docs import spec\nfrom ..api._endpoint import ApiEndpoint, maybe_login_required\nfrom ..entities._entity import NotFound\nfrom ..entities.case import Case\nfrom ..entities.distribution import set_z_scores\nfrom ..entities.summary import BenchmarkFacadeSchema, Summary, SummarySerializer\n\n\nclass BenchmarkValidationMixin:\n def validate_benchmark(self, schema):\n return self.validate(schema)\n\n\nclass BenchmarkEntityAPI(ApiEndpoint, BenchmarkValidationMixin):\n serializer = SummarySerializer()\n\n def _get(self, benchmark_id):\n try:\n summary = Summary.one(id=benchmark_id)\n except NotFound:\n self.abort_404_not_found()\n return summary\n\n @maybe_login_required\n def get(self, benchmark_id):\n \"\"\"\n ---\n description: Get a benchmark.\n responses:\n \"200\": \"BenchmarkEntity\"\n \"401\": \"401\"\n \"404\": \"404\"\n parameters:\n - name: benchmark_id\n in: path\n schema:\n type: string\n tags:\n - Benchmarks\n \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n summary = self._get(benchmark_id)\n set_z_scores([summary])\n return self.serializer.one.dump(summary)\n\n @flask_login.login_required"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f01e2c62a2029a4dffb4d9c058ec159dc2c875b
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: # coding: utf-8 import factory from editorialmanager import models from journalmanager.tests.modelfactories import IssueFactory, LanguageFactory class EditorialBoardFactory(factory.Factory): FACTORY_FOR = models.EditorialBoard issue = factory.SubFactory(IssueFactory) class RoleTypeFactory(factory.Factory): FACTORY_FOR = models.RoleType name = factory.Sequence(lambda n: "Role_%s" % n) class RoleTypeTranslationFactory(factory.Factory): FACTORY_FOR = models.RoleTypeTranslation role = factory.SubFactory(RoleTypeFactory) name = factory.Sequence(lambda n: "Role_%s" % n) language = factory.SubFactory(LanguageFactory) # Complete this line class EditorialMemberFactory(factory.Factory): FACTORY_FOR = models.EditorialMember role = factory.SubFactory(RoleTypeFactory) board = factory.SubFactory(EditorialBoardFactory) # Required fields first_name = factory.Sequence(lambda n: "first_name_%s" % n) last_name = factory.Sequence(lambda n: "last_name_%s" % n) email = factory.Sequence(lambda n: "email%s@example.com" % n) institution = factory.Sequence(lambda n: "institution_%s" % n) link_cv = factory.Sequence(lambda n: "http://buscatextual.cnpq.br/?id_%s" % n) city = factory.Sequence(lambda n: 'city_%s' % n) state = factory.Sequence(lambda n: 'state_%s' % n) country = 'BR' research_id = factory.Sequence(lambda n: 'A-%04d-2014' % int(n)) orcid = factory.Sequence(lambda n: '0000-0002-4668-7157') # por padrão um orcid válido
|
The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 4
| 1,509
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding: utf-8\n\nimport factory\n\nfrom editorialmanager import models\nfrom journalmanager.tests.modelfactories import IssueFactory, LanguageFactory\n\n\nclass EditorialBoardFactory(factory.Factory):\n FACTORY_FOR = models.EditorialBoard\n\n issue = factory.SubFactory(IssueFactory)\n\n\nclass RoleTypeFactory(factory.Factory):\n FACTORY_FOR = models.RoleType\n\n name = factory.Sequence(lambda n: \"Role_%s\" % n)\n\n\nclass RoleTypeTranslationFactory(factory.Factory):\n FACTORY_FOR = models.RoleTypeTranslation\n\n role = factory.SubFactory(RoleTypeFactory)\n name = factory.Sequence(lambda n: \"Role_%s\" % n)\n language = factory.SubFactory(LanguageFactory)\n\n # Complete this line\nclass EditorialMemberFactory(factory.Factory):\n FACTORY_FOR = models.EditorialMember\n\n role = factory.SubFactory(RoleTypeFactory)\n board = factory.SubFactory(EditorialBoardFactory)\n\n # Required fields\n first_name = factory.Sequence(lambda n: \"first_name_%s\" % n)\n last_name = factory.Sequence(lambda n: \"last_name_%s\" % n)\n email = factory.Sequence(lambda n: \"email%s@example.com\" % n)\n\n institution = factory.Sequence(lambda n: \"institution_%s\" % n)\n link_cv = factory.Sequence(lambda n: \"http://buscatextual.cnpq.br/?id_%s\" % n)\n city = factory.Sequence(lambda n: 'city_%s' % n)\n state = factory.Sequence(lambda n: 'state_%s' % n)\n country = 'BR'\n research_id = factory.Sequence(lambda n: 'A-%04d-2014' % int(n))\n orcid = factory.Sequence(lambda n: '0000-0002-4668-7157') # por padr\u00e3o um orcid v\u00e1lido"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
3f022e78d3cf80f72682240ec8026e3a038421bf
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from django.shortcuts import render from django.shortcuts import get_object_or_404 from rest_framework.views import APIView from rest_framework.response import Response from rest_framework import status from .api import CurrencySerializer from .models import Currency class CurrencyApiList(APIView): def get(self, request): currencies = Currency.objects.all() serializer = CurrencySerializer(currencies, many=Tr
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 14 - expected ')' • Block at line 10 has no indented body Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 4
| 2
| 434
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.shortcuts import render\nfrom django.shortcuts import get_object_or_404\nfrom rest_framework.views import APIView\nfrom rest_framework.response import Response\nfrom rest_framework import status\nfrom .api import CurrencySerializer\nfrom .models import Currency\n\n\nclass CurrencyApiList(APIView):\n\n def get(self, request):\n currencies = Currency.objects.all()\n serializer = CurrencySerializer(currencies, many=Tr"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 14 - expected ')'\n \u2022 Block at line 10 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f0303986f5e9fcefda7092edf4c94395872cce8
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: # coding: utf-8 from __future__ import absolute_import from flask_babel import gettext as __ import flask import auth import config import model import util from main import app facebook_config = dict( access_token_url='https://graph.facebook.com/v4.0/oauth/access_token', api_base_url='https://graph.facebook.com/v4.0/', authorize_url='https://www.facebook.com/v4.0/dialog/oauth', client_id=config.CONFIG_DB.facebook_app_id, client_secret=config.CONFIG_DB.facebook_app_secret, request_token_params={'scope': 'email'}, ) facebook = auth.create_oauth_app(facebook_config, 'facebook') @app.route('/api/auth/callback/facebook/') def facebook_authorized(): id_token = facebook.authorize_access_token() if id_token is None: flask.flash(__('You denied the request to sign in.')) return flask.redirect(util.get_next_url()) me = facebook.get('/me?fields=id,name,email') user_db = retrieve_user_from_facebook(me.json()) return auth.signin_user_db(user_db) @app.route('/signin/facebook/') def signin_facebook(): return auth.signin_oauth(facebook) def retrieve_user_from_facebook(response): auth_id = 'facebook_%s' % response['id'] user_db = model.User.get_by('auth_ids', auth_id) if user_db: return user_db name = response['name'] email = response.get('email', '') return auth.create_user_db( auth_id=auth_id, name=name, username=name, email=email, verified=bool(email), )
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 ✨ Improvements: Add docstring to function 'facebook_authorized' Add docstring to function 'retrieve_user_from_facebook'
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 3
| 0
| 1,446
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding: utf-8\n\nfrom __future__ import absolute_import\n\nfrom flask_babel import gettext as __\nimport flask\n\nimport auth\nimport config\nimport model\nimport util\n\nfrom main import app\n\nfacebook_config = dict(\n access_token_url='https://graph.facebook.com/v4.0/oauth/access_token',\n api_base_url='https://graph.facebook.com/v4.0/',\n authorize_url='https://www.facebook.com/v4.0/dialog/oauth',\n client_id=config.CONFIG_DB.facebook_app_id,\n client_secret=config.CONFIG_DB.facebook_app_secret,\n request_token_params={'scope': 'email'},\n)\n\nfacebook = auth.create_oauth_app(facebook_config, 'facebook')\n\n\n@app.route('/api/auth/callback/facebook/')\ndef facebook_authorized():\n id_token = facebook.authorize_access_token()\n if id_token is None:\n flask.flash(__('You denied the request to sign in.'))\n return flask.redirect(util.get_next_url())\n\n me = facebook.get('/me?fields=id,name,email')\n user_db = retrieve_user_from_facebook(me.json())\n return auth.signin_user_db(user_db)\n\n\n@app.route('/signin/facebook/')\ndef signin_facebook():\n return auth.signin_oauth(facebook)\n\n\ndef retrieve_user_from_facebook(response):\n auth_id = 'facebook_%s' % response['id']\n user_db = model.User.get_by('auth_ids', auth_id)\n if user_db:\n return user_db\n name = response['name']\n email = response.get('email', '')\n return auth.create_user_db(\n auth_id=auth_id,\n name=name,\n username=name,\n email=email,\n verified=bool(email),\n )"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n\n\u2728 Improvements:\n Add docstring to function 'facebook_authorized'\n Add docstring to function 'retrieve_user_from_facebook'"}]
| false
| null | null | null |
3f03cad3dc7d4c848ac3cb69f303808ea13076af
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: import asyncio import pytest from broqer import Publisher, OnEmitFuture from .eventloop import VirtualTimeEventLoop @pytest.yield_fixture() def event_loop(): loop = VirtualTimeEventLoop() yield loop loop.close() def test_publisher(): p = Publisher(1) future = OnEmitFuture(p, timeout=1, loop=asyncio.get_event_loop()) assert future.result() == 1 p.notify(2) assert future.result() == 1 @pytest.mark.asyncio async def test_timeout(event_loop): p = Publisher() future = OnEmitFuture(p, timeout=0.01) await asyncio.sleep(0.05, loop=event_loop) with pytest.raises(asyncio.TimeoutError): future.result() @pytest.mark.asyncio async def test_cancel(event_loop): p = Publisher() future = OnEmitFuture(p, timeout=0.01) future.cancel() p.notify(1) with pytest.raises(asyncio.CancelledError): future.result() def test_wrong_source(): p = Publisher() on_emit_future = OnEmitFuture(p) with pytest.raises(ValueError): on_emit_future.emit(0, who=Publisher())
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 16 Unexpected indentation at line 21 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 44 ✨ Improvements: Add docstring to function 'test_publisher'
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 0
| 1,059
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport asyncio\nimport pytest\n\nfrom broqer import Publisher, OnEmitFuture\n\nfrom .eventloop import VirtualTimeEventLoop\n\n@pytest.yield_fixture()\ndef event_loop():\n loop = VirtualTimeEventLoop()\n yield loop\n loop.close()\n\ndef test_publisher():\n p = Publisher(1)\n future = OnEmitFuture(p, timeout=1, loop=asyncio.get_event_loop())\n\n assert future.result() == 1\n\n p.notify(2)\n assert future.result() == 1\n\n@pytest.mark.asyncio\nasync def test_timeout(event_loop):\n p = Publisher()\n future = OnEmitFuture(p, timeout=0.01)\n await asyncio.sleep(0.05, loop=event_loop)\n\n with pytest.raises(asyncio.TimeoutError):\n future.result()\n\n@pytest.mark.asyncio\nasync def test_cancel(event_loop):\n p = Publisher()\n future = OnEmitFuture(p, timeout=0.01)\n future.cancel()\n p.notify(1)\n\n with pytest.raises(asyncio.CancelledError):\n future.result()\n\ndef test_wrong_source():\n p = Publisher()\n on_emit_future = OnEmitFuture(p)\n\n with pytest.raises(ValueError):\n on_emit_future.emit(0, who=Publisher())"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 16\n Unexpected indentation at line 21\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 44\n\n\u2728 Improvements:\n Add docstring to function 'test_publisher'"}]
| false
| null | null | null |
3f05a32d8916671b372d5a00cef43b2e623b5b26
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: # This file is part of GridCal. # # GridCal is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # GridCal is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with GridCal. If not, see <http://www.gnu.org/licenses/>. import sys import os from typing import List, Dict, Tuple from uuid import getnode as get_mac, uuid4 from datetime import timedelta import networkx as nx from scipy.sparse import csc_matrix, lil_matrix from GridCal.Engine.basic_structures import Logger from GridCal.Gui.GeneralDialogues import * from GridCal.Engine.Devices import * from GridCal.Engine.Simulations.PowerFlow.jacobian_based_power_flow import Jacobian from GridCal.Engine.Devices.editable_device import DeviceType def get_system_user(): """ Get the system mac + user name ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: :return: string with the system mac address and the current user """ # get the proper function to find the user depending on the platform if 'USERNAME' in os.environ:
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,200
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# This file is part of GridCal.\n#\n# GridCal is free software: you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation, either version 3 of the License, or\n# (at your option) any later version.\n#\n# GridCal is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with GridCal. If not, see <http://www.gnu.org/licenses/>.\n\nimport sys\nimport os\nfrom typing import List, Dict, Tuple\nfrom uuid import getnode as get_mac, uuid4\nfrom datetime import timedelta\nimport networkx as nx\nfrom scipy.sparse import csc_matrix, lil_matrix\nfrom GridCal.Engine.basic_structures import Logger\nfrom GridCal.Gui.GeneralDialogues import *\nfrom GridCal.Engine.Devices import *\nfrom GridCal.Engine.Simulations.PowerFlow.jacobian_based_power_flow import Jacobian\nfrom GridCal.Engine.Devices.editable_device import DeviceType\n\n\ndef get_system_user():\n \"\"\"\n Get the system mac + user name\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n :return: string with the system mac address and the current user\n \"\"\"\n\n # get the proper function to find the user depending on the platform\n if 'USERNAME' in os.environ:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f07bed851be91ceefe02f7869777395f49f224d
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*-
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 46
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f08425ccd1e46e5d2d878908489e4f2653f0a2b
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from app import db from src.config import MAX_USERS import random class Followers(db.Model): follower_id = db.Column(db.Integer, primary_key=True) from_id = db.Column(db.Integer) to_id = db.Column(db.Integer)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 221
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom app import db\nfrom src.config import MAX_USERS\nimport random\n\nclass Followers(db.Model):\n follower_id = db.Column(db.Integer, primary_key=True)\n from_id = db.Column(db.Integer)\n to_id = db.Column(db.Integer)"}, {"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
|
3f08604775abb604665ac63ca2313be406d0efee
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import models, migrations class Migration(migrations.Migration): dependencies = [ ] operations = [ migrations.CreateMode name='RedemptionLocation', fields=[ ('id', models.AutoField(serialize=False, primary_key=True, verbose_name='ID', auto_created=True)), ('name', models.CharField(max_length=255)), ], ), migrations.CreateModel( name='Ticket', fields=[ ('id', models.AutoField(serialize=False, primary_key=True, verbose_name='ID', auto_created=True)), ('zip_code', models.CharField(max_length=5)), ('record_locator', models.CharField(max_length=8) ('created', models.DateTimeField(auto_now_add=True)), ('redeemed', models.ForeignKey(to='recordlocator.RedemptionLocation', blank=True, null=True)), ], ), ] Error: IndentationError: unexpected indent
|
Fixed Code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import models, migrations class Migration(migrations.Migration): dependencies = [ ] operations = [ migrations.CreateModel( name='RedemptionLocation', fields=[ ('id', models.AutoField(serialize=False, primary_key=True, verbose_name='ID', auto_created=True)), ('name', models.CharField(max_length=255)), ], ), migrations.CreateModel( Explanation: Fix indentation to match Python syntax rules
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 1,000
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import models, migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ]\n\n operations = [\nmigrations.CreateMode\n name='RedemptionLocation',\n fields=[\n ('id', models.AutoField(serialize=False, primary_key=True, verbose_name='ID', auto_created=True)),\n ('name', models.CharField(max_length=255)),\n ],\n ),\n migrations.CreateModel(\n name='Ticket',\n fields=[\n ('id', models.AutoField(serialize=False, primary_key=True, verbose_name='ID', auto_created=True)),\n ('zip_code', models.CharField(max_length=5)),\n('record_locator', models.CharField(max_length=8)\n ('created', models.DateTimeField(auto_now_add=True)),\n ('redeemed', models.ForeignKey(to='recordlocator.RedemptionLocation', blank=True, null=True)),\n ],\n ),\n ]\n\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import models, migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ]\n\n operations = [\n migrations.CreateModel(\n name='RedemptionLocation',\n fields=[\n ('id', models.AutoField(serialize=False, primary_key=True, verbose_name='ID', auto_created=True)),\n ('name', models.CharField(max_length=255)),\n ],\n ),\n migrations.CreateModel(\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
3f09a7d670791ec7d5fd668e989dab4e0c27a785
|
TheStack--python--010.parquet
|
Find the logical error in this Pythoncode:Python code: # https://leetcode.com/problems/backspace-string-compare/ class Solution: def backspaceCompare(self, s: str, t: str) -> bool: s_stack = list() t_stack = list() for stack, string in [(s_stack, s), (t_stack, t)]: for t_stack in string: if char != '#': stack.append(char) elif stack: stack.pop() return s_stack == t_stack
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "t_stack" shadows outer scope Severity: LOW Location: Line 8 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
|
intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 1
| 1
| 440
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# https://leetcode.com/problems/backspace-string-compare/\n\nclass Solution:\n def backspaceCompare(self, s: str, t: str) -> bool:\n s_stack = list()\n t_stack = list()\n for stack, string in [(s_stack, s), (t_stack, t)]:\n for t_stack in string:\n if char != '#':\n stack.append(char)\n elif stack:\n stack.pop()\n return s_stack == t_stack"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"t_stack\" shadows outer scope\n Severity: LOW\n\n Location: Line 8\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
|
3f0b20854645f8de50f34ca43439d3b0521d284a
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ A basic FastAPI app that demonstrates "login with Discord". It also saves the user's login session, so any subsequent visits to /dash will return the same data without requiring re-authorization. """ import secrets import uvicorn from fastapi import FastAPI from starlette.requests import Request from starlette.responses import RedirectResponse from starlette.exceptions import HTTPException from starlette.middleware.sessions import SessionMiddleware from starlette_discord.client import DiscordOAuthClient CLIENT_ID = 'YOUR_CLIENT_ID' CLIENT_SECRET = 'YOUR_CLIENT_SECRET' REDIRECT_URI = 'YOUR_REDIRECT_URI' app = FastAPI() client = DiscordOAuthClient(CLIENT_ID, CLIENT_SECRET, REDIRECT_URI) @app.get('/login') async def login_with_discord(): return client.redirect() # NOTE: REDIRECT_URI should be this path. @app.get('/callback') async def callback(request: Request, code: str): user = await client.login(code) request.session['discord_user'] = user return RedirectResponse('/dash') @app.get('/dash') async def dash(request: Request): user = request.session.get('discord_user') if not user: raise HTTPException(401) return user app.add_middleware(SessionMiddleware, secret_key=secrets.token_urlsafe(64)) uvicorn.run(app)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,280
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nA basic FastAPI app that demonstrates \"login with Discord\".\n\nIt also saves the user's login session, so any subsequent visits to /dash\nwill return the same data without requiring re-authorization.\n\"\"\"\n\nimport secrets\nimport uvicorn\nfrom fastapi import FastAPI\nfrom starlette.requests import Request\nfrom starlette.responses import RedirectResponse\nfrom starlette.exceptions import HTTPException\nfrom starlette.middleware.sessions import SessionMiddleware\nfrom starlette_discord.client import DiscordOAuthClient\n\n\nCLIENT_ID = 'YOUR_CLIENT_ID'\nCLIENT_SECRET = 'YOUR_CLIENT_SECRET'\nREDIRECT_URI = 'YOUR_REDIRECT_URI'\n\n\napp = FastAPI()\nclient = DiscordOAuthClient(CLIENT_ID, CLIENT_SECRET, REDIRECT_URI)\n\n\n@app.get('/login')\nasync def login_with_discord():\n return client.redirect()\n\n\n# NOTE: REDIRECT_URI should be this path.\n@app.get('/callback')\nasync def callback(request: Request, code: str):\n user = await client.login(code)\n request.session['discord_user'] = user\n return RedirectResponse('/dash')\n\n\n@app.get('/dash')\nasync def dash(request: Request):\n user = request.session.get('discord_user')\n if not user:\n raise HTTPException(401)\n return user\n\n\napp.add_middleware(SessionMiddleware, secret_key=secrets.token_urlsafe(64))\n\nuvicorn.run(app)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
3f0b5a583a6ba126c5b50078b00c1e0b726fb2da
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import os import unittest from unittest.mock import Mock from requests import RequestException from playwhe.client.fetcher import fetch from playwhe.common import Params from playwhe.errors import BadStatusCodeError, ServiceUnavailableError class FetchFromMockServerTestCase(unittest.TestCase): def setUp(self): self.params = Params(1994, 7) self.post = Mock(name='post') def test_when_it_succeeds(self): self.post.return_value = Mock(name='response', status_code=200, text='HTML') self.assertEqual(fetch(self.params, post=self.post), 'HTML') self.post.assert_called_once() def test_when_it_fails_to_post(self): self.post.side_effect = RequestException() with self.assertRaises(ServiceUnavailableError): fetch(self.params, post=self.post) def test_when_not_200_response(self): for bad_status_code in [201, 300, 404, 500]: self.post.return_value = Mock(name='response', status_code=bad_status_code) ... code continues ...
|
Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: with self.subTest(bad_status_code=bad_status_code): with self.assertRaisesRegex(BadStatusCodeError, str(bad_status_code)): fetch(self.params, post=self.post)
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 5
| 2
| 1,012
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport os\nimport unittest\n\nfrom unittest.mock import Mock\n\nfrom requests import RequestException\n\nfrom playwhe.client.fetcher import fetch\nfrom playwhe.common import Params\nfrom playwhe.errors import BadStatusCodeError, ServiceUnavailableError\n\n\nclass FetchFromMockServerTestCase(unittest.TestCase):\n def setUp(self):\n self.params = Params(1994, 7)\n self.post = Mock(name='post')\n\n def test_when_it_succeeds(self):\n self.post.return_value = Mock(name='response', status_code=200, text='HTML')\n\n self.assertEqual(fetch(self.params, post=self.post), 'HTML')\n\n self.post.assert_called_once()\n\n def test_when_it_fails_to_post(self):\n self.post.side_effect = RequestException()\n\n with self.assertRaises(ServiceUnavailableError):\n fetch(self.params, post=self.post)\n\n def test_when_not_200_response(self):\n for bad_status_code in [201, 300, 404, 500]:\n self.post.return_value = Mock(name='response', status_code=bad_status_code)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: For block is incomplete - body missing\n\n To complete:\n \u2022 Add body to For block or use 'pass' statement\n\n Example continuation:\n\n with self.subTest(bad_status_code=bad_status_code):\n with self.assertRaisesRegex(BadStatusCodeError, str(bad_status_code)):\n fetch(self.params, post=self.post)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
3f0d65c96f05498243c212856defb5445ab2355c
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.10 on 2016-09-13 16:22 from __future__ import unicode_literals from django.db import migrations, models import django.utils.timezone class Migration(migrations.Migration): dependencies = [ ('scheduler', '0004_auto_20160913_1621'), ] operations = [ migrations.AlterField( model_name='vertex', name='last_seen', field=models.DateTimeField(default=django.utils.timezone.now), ), ]
|
Code Review: ❌ Critical issues: Block at line 9 has no indented body ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 ✨ Improvements: Add docstring to class 'Migration'
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 507
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.10 on 2016-09-13 16:22\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\nimport django.utils.timezone\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('scheduler', '0004_auto_20160913_1621'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='vertex',\n name='last_seen',\n field=models.DateTimeField(default=django.utils.timezone.now),\n ),\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 9 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n\n\u2728 Improvements:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
3f0e269fbfe20636c517cf668316feb180bae069
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: import unittest import mock from tethys_apps import utilities class TethysAppsUtilitiesTests(unittest.TestCase): def setUp(self): pass def tearDown(self): pass def test_get_directories_in_tethys_templates(self): # Get the templates directories for the test_app and test_extension result = utilities.get_directories_in_tethys(('templates',)) self.assertGreaterEqual(len(result), 2) test_app = False test_ext = False for r in result: if '/tethysapp/test_app/templates' in r: test_app = True if '/tethysext-test_extension/tethysext/test_extension/templates' in r: test_ext = True self.assertTrue(test_app) self.assertTrue(test_ext) def test_get_directories_in_tethys_templates_with_app_name(self): # Get the templates directories for the test_app and test_extension # Use the with_app_name argument, so that the app and extension names appear in the result result = utilities.get_directories_in_tethys(('templates',), with_app_name=True) self.assertGreaterEqual(len(result), 2) self.assertEqual(2, len(result[0])) self.assertEqual(2, len(result[1])) test_app = False test_ext = False for r in result: if 'test_app' in r and '/tethysapp/test_app/templates' in r[1]: test_app = True
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Block at line 7 has no indented body Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 6
| 1
| 1,441
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport unittest\nimport mock\n\nfrom tethys_apps import utilities\n\n\nclass TethysAppsUtilitiesTests(unittest.TestCase):\n\n def setUp(self):\n pass\n\n def tearDown(self):\n pass\n\n def test_get_directories_in_tethys_templates(self):\n # Get the templates directories for the test_app and test_extension\n result = utilities.get_directories_in_tethys(('templates',))\n self.assertGreaterEqual(len(result), 2)\n\n test_app = False\n test_ext = False\n\n for r in result:\n if '/tethysapp/test_app/templates' in r:\n test_app = True\n if '/tethysext-test_extension/tethysext/test_extension/templates' in r:\n test_ext = True\n\n self.assertTrue(test_app)\n self.assertTrue(test_ext)\n\n def test_get_directories_in_tethys_templates_with_app_name(self):\n # Get the templates directories for the test_app and test_extension\n # Use the with_app_name argument, so that the app and extension names appear in the result\n result = utilities.get_directories_in_tethys(('templates',), with_app_name=True)\n self.assertGreaterEqual(len(result), 2)\n self.assertEqual(2, len(result[0]))\n self.assertEqual(2, len(result[1]))\n\n test_app = False\n test_ext = False\n\n for r in result:\n if 'test_app' in r and '/tethysapp/test_app/templates' in r[1]:\n test_app = True"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Block at line 7 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f0e304d267cd81efea3bdf14fd10e650273c5ec
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: """ This blueprint's sole purpose is to render the frontpage. Everything else is done by application specific modules. """ from flask import Blueprint, render_template from pygraz_website import models, db, utils module = Blueprint('core', __name__) @module.route('/')
|
def index(): news = db.session.query(models.Tweet).order_by( models.Tweet.created_at.desc())[:5] next_meetup = db.session.query(models.Meetup)\ .order_by(models.Meetup.start.asc())\ .filter(models.Meetup.start > utils.utcnow()).first() return render_template('index.html', next_meetup=next_meetup, news=news)
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 643
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\nThis blueprint's sole purpose is to render the frontpage. Everything else is\ndone by application specific modules.\n\"\"\"\nfrom flask import Blueprint, render_template\n\nfrom pygraz_website import models, db, utils\n\n\nmodule = Blueprint('core', __name__)\n\n\n@module.route('/')"}, {"role": "assistant", "content": "\ndef index():\n news = db.session.query(models.Tweet).order_by(\n models.Tweet.created_at.desc())[:5]\n next_meetup = db.session.query(models.Meetup)\\\n .order_by(models.Meetup.start.asc())\\\n .filter(models.Meetup.start > utils.utcnow()).first()\n return render_template('index.html', next_meetup=next_meetup,\n news=news)"}]
| false
| null | null | null |
3f0e67a01d9fb0fa546f60e5241a9353842d93f5
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from games_puzzles_algorithms.players.mcts.mcts_agent import MctsAgent from games_puzzles_algorithms.players.mcts.mcts_agent import UctNode from games_puzzles_algorithms.players.mcts.mcts_agent import BanditNode from games_puzzles_algorithms.games.fake_game_state import FakeGameState from games_puzzles_algorithms.debug import log import random def test_roll_out(): random.seed(0) state = FakeGameState() patient = MctsAgent(random, UctNode(1)) outcome = patient.roll_out(state, 0) assert outcome['score'] == 2 outcome = patient.roll_out(state, 0) assert outcome['score'] == -3 outcome = patient.roll_out(state, 0) assert outcome['score'] == -3 outcome = patient.roll_out(state, 1) assert outcome['score'] == -2 outcome = patient.roll_out(state, 1) assert outcome['score'] == 3 outcome = patient.roll_out(state, 1) assert outcome['score'] == 3 outcome = patient.roll_out(state, 1) assert outcome['score'] == -2 def test_search_explore3(): random.seed(0) state = FakeGameState() patient = MctsAgent(random, UctNode(3)) num_iterations = 10 stats = patient.search(state, num_iterations=num_iterations) assert stats['num_iterations_completed'] == 10 assert stats['time_used_s' is not None assert stats['num_nodes_expanded'] == 11 def test_search_explore2(): random.seed(0) state = FakeGameState() patient = MctsAgent(random, UctNode(2)) num_iterations = 10 stats = patient.search(state, num_iterations=num_iterations) assert stats['num_iterations_completed'] == 10 assert stats['time_used_s'] is not None assert stats['num_nodes_expanded'] == 9 def test_search_explore1(): random.seed(0) state = FakeGameState() patient = MctsAgent(random, UctNode(1)) num_iterations = 10 stats = patient.search(state, num_iterations=num_iterations) assert stats['num_iterations_completed'] == 10 assert stats['time_used_s'] is not None assert stats['num_nodes_expanded'] == 9 def test_child_nodes(): root = BanditNode() assert root.child_nodes() == [] def test_expand(): root = BanditNode() state = FakeGameState() root.expand(state) children = root.child_nodes() assert len(children) == 2 assert children[0].action == 0 assert children[1].action == 1 assert children[0].parent == root assert children[1].parent == root def test_is_leaf(): root = BanditNode() assert root.is_leaf() state = FakeGameState() root.expand(state) assert not root.is_leaf() def test_is_root(): root = BanditNode() state = FakeGameState() root.expand(state) assert root.is_root() for child in root.child_nodes(): assert not child.is_root() ... [13 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 39 - expected ']' • SyntaxError: '[' was never closed at line 39 Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 8
| 0
| 2,826
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom games_puzzles_algorithms.players.mcts.mcts_agent import MctsAgent\nfrom games_puzzles_algorithms.players.mcts.mcts_agent import UctNode\nfrom games_puzzles_algorithms.players.mcts.mcts_agent import BanditNode\nfrom games_puzzles_algorithms.games.fake_game_state import FakeGameState\nfrom games_puzzles_algorithms.debug import log\nimport random\n\n\ndef test_roll_out():\n random.seed(0)\n\n state = FakeGameState()\n patient = MctsAgent(random, UctNode(1))\n outcome = patient.roll_out(state, 0)\n assert outcome['score'] == 2\n outcome = patient.roll_out(state, 0)\n assert outcome['score'] == -3\n outcome = patient.roll_out(state, 0)\n assert outcome['score'] == -3\n outcome = patient.roll_out(state, 1)\n assert outcome['score'] == -2\n outcome = patient.roll_out(state, 1)\n assert outcome['score'] == 3\n outcome = patient.roll_out(state, 1)\n assert outcome['score'] == 3\n outcome = patient.roll_out(state, 1)\n assert outcome['score'] == -2\n\n\ndef test_search_explore3():\n random.seed(0)\n\n state = FakeGameState()\n patient = MctsAgent(random, UctNode(3))\n num_iterations = 10\n stats = patient.search(state, num_iterations=num_iterations)\n\n assert stats['num_iterations_completed'] == 10\n assert stats['time_used_s' is not None\n assert stats['num_nodes_expanded'] == 11\n\n\ndef test_search_explore2():\n random.seed(0)\n\n state = FakeGameState()\n patient = MctsAgent(random, UctNode(2))\n num_iterations = 10\n stats = patient.search(state, num_iterations=num_iterations)\n\n assert stats['num_iterations_completed'] == 10\n assert stats['time_used_s'] is not None\n assert stats['num_nodes_expanded'] == 9\n\n\ndef test_search_explore1():\n random.seed(0)\n\n state = FakeGameState()\n patient = MctsAgent(random, UctNode(1))\n num_iterations = 10\n stats = patient.search(state, num_iterations=num_iterations)\n\n assert stats['num_iterations_completed'] == 10\n assert stats['time_used_s'] is not None\n assert stats['num_nodes_expanded'] == 9\n\n\ndef test_child_nodes():\n root = BanditNode()\n assert root.child_nodes() == []\n\n\ndef test_expand():\n root = BanditNode()\n state = FakeGameState()\n root.expand(state)\n children = root.child_nodes()\n assert len(children) == 2\n assert children[0].action == 0\n assert children[1].action == 1\n assert children[0].parent == root\n assert children[1].parent == root\n\n\ndef test_is_leaf():\n root = BanditNode()\n assert root.is_leaf()\n state = FakeGameState()\n root.expand(state)\n assert not root.is_leaf()\n\n\ndef test_is_root():\n root = BanditNode()\n state = FakeGameState()\n root.expand(state)\n assert root.is_root()\n for child in root.child_nodes():\n assert not child.is_root()\n\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 39 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 39\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
3f0f1a3cf32287464afc902d9dfe5200f221e6cc
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: import webbrowser import json import os import requests from websocket import create_connection import ti Error: SyntaxError / EOF
|
Fixed Code: import webbrowser import json import os import requests from websocket import create_connection import time from servers import WsServer, HttpServer from constants import RENDERING_FOLDER, RENDERING_RELATIVE_PATH, RENDERING_LOGS Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 106
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport webbrowser\nimport json\nimport os\nimport requests\nfrom websocket import create_connection\n\nimport ti\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport webbrowser\nimport json\nimport os\nimport requests\nfrom websocket import create_connection\n\nimport time\n\nfrom servers import WsServer, HttpServer\nfrom constants import RENDERING_FOLDER, RENDERING_RELATIVE_PATH, RENDERING_LOGS\n\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f0f2ca88bdebbff37103c5ae35b074294b2b133
|
TheStack--python--010.parquet
|
Find the logical error in this Pythoncode:Python code: import token import os import sys class font_AST: def __init__(self): self.font_name = None self.output_dir = None self.prep_function = None self.program_functions = [] self.glyph_functions = [] self.fpgm2args = {} self.fpgm2stack_effect = {} def add_fpgm_args(self,callee,args,stack_effect): self.fpgm2args[callee + 1] = args self.fpgm2stack_effect[callee] = stack_effect def find_ast_by_tag(self,tag): if tag == "prep": return self.prep_function for t in self.glyph_functions: if t.function_tag == tag: return t return None def find_ast_by_fpgm_num(num): for t in self.program_functions: if t.num == num: return t return None # a function instance is the root of a AST # it contains a list of expressions class function: def __init__(self): # 3 types of functions, prep glyf fpgm self.function_type = None self.function_num = None self.function_tag = None self.font_ast = None self.expressions = [] self.branch_stack = [] self.arguments = [] self.stack_effect = 0 def push_expression(self,exp): if len(self.branch_stack) == 0: self.expressions.append(exp) else: top_branch = self.branch_stack[-1] if isinstance(top_branch,if_expression): if top_branch.status == "IF": top_branch.if_branch.append(exp) else: top_branch.else_branch.append(exp) elif isinstance(top_branch,loop_expression): top_branch.loop_branch.append(exp) # expressions are building block of blocks, it is a parent class class expression: def __init__(self): self.type = None # these are the basic expressions class terminal_expression(expression): def __init__(self,t=None,v=None): expression.__init__(self) self.type = t self.value = v self.is_all = False def __str__(self): return "terminal expression: type="+str(self.type)+" value="+str(self.value) class comparison_expression(expression): def __init__(self): expression.__init__(self) self.op = None self.left_oprand = None self.right_oprand = None class binary_expression(expression): def __init__(self): self.op = None self.oprand1 = None self.oprand2 = None self.result = None def __str__(self): return "binary expression: operator="+str(self.op)+" oprand1=("+str(self.oprand1)+")"+" oprand2=("+str(self.oprand2)+")" class methodCall_expression(expression): def __init__(self,method=None,data=None,args=None,pops=0): self.methodName = method self.data = data self.args = args self.pops = pops def __str__(self): return "method call expression: method="+str(self.methodName) class call_expression(methodCall_expression): ... [code truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 18 Buggy code: self.fpgm2args[callee + 1] = args Should be: self.fpgm2args[callee] = args Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
ui
|
logical_errors
|
Pythoncode:Python
| 14
| 8
| 3,037
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport token\nimport os\nimport sys\n\n\nclass font_AST:\n def __init__(self):\n\tself.font_name = None\n\tself.output_dir = None\n\n self.prep_function = None\n self.program_functions = []\n self.glyph_functions = []\n\tself.fpgm2args = {}\n\tself.fpgm2stack_effect = {}\n\n def add_fpgm_args(self,callee,args,stack_effect):\n self.fpgm2args[callee + 1] = args\n\tself.fpgm2stack_effect[callee] = stack_effect\n\n def find_ast_by_tag(self,tag):\n if tag == \"prep\":\n return self.prep_function\n\n for t in self.glyph_functions:\n if t.function_tag == tag:\n return t\n return None\n\n def find_ast_by_fpgm_num(num):\n for t in self.program_functions:\n if t.num == num:\n return t\n return None\n\n# a function instance is the root of a AST\n# it contains a list of expressions\nclass function:\n def __init__(self):\n # 3 types of functions, prep glyf fpgm\n self.function_type = None\n self.function_num = None\n self.function_tag = None\n\tself.font_ast = None\n self.expressions = []\n self.branch_stack = []\n\tself.arguments = []\n\tself.stack_effect = 0\n\n def push_expression(self,exp):\n if len(self.branch_stack) == 0:\n self.expressions.append(exp)\n else:\n top_branch = self.branch_stack[-1]\n if isinstance(top_branch,if_expression):\n if top_branch.status == \"IF\":\n top_branch.if_branch.append(exp)\n else:\n top_branch.else_branch.append(exp)\n\t elif isinstance(top_branch,loop_expression):\n \t top_branch.loop_branch.append(exp)\n \n\n\n# expressions are building block of blocks, it is a parent class\nclass expression:\n def __init__(self):\n self.type = None\n\n\n# these are the basic expressions\nclass terminal_expression(expression):\n def __init__(self,t=None,v=None):\n expression.__init__(self)\n self.type = t\n self.value = v\n\tself.is_all = False\n def __str__(self):\n return \"terminal expression: type=\"+str(self.type)+\" value=\"+str(self.value) \n\nclass comparison_expression(expression):\n def __init__(self):\n expression.__init__(self)\n self.op = None\n self.left_oprand = None\n self.right_oprand = None\n\n\nclass binary_expression(expression):\n def __init__(self):\n self.op = None\n self.oprand1 = None\n self.oprand2 = None\n self.result = None\n def __str__(self):\n return \"binary expression: operator=\"+str(self.op)+\" oprand1=(\"+str(self.oprand1)+\")\"+\" oprand2=(\"+str(self.oprand2)+\")\"\n\n\nclass methodCall_expression(expression):\n def __init__(self,method=None,data=None,args=None,pops=0):\n self.methodName = method\n\tself.data = data\n\tself.args = args\n\tself.pops = pops\n def __str__(self):\n\treturn \"method call expression: method=\"+str(self.methodName)\n\nclass call_expression(methodCall_expression):\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 18\n\n Buggy code:\n self.fpgm2args[callee + 1] = args\n\n Should be:\n self.fpgm2args[callee] = args\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
3f0fac9ed2c001558fa57e82e19d12369f5081bc
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: from multiprocessing import Process #进程启动 def run(func_callback,*args, **kwargs):
|
p = Process(target=func_callback, args=args, kwargs=kwargs) p.start() return p
|
beginner
|
data_processing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 173
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom multiprocessing import Process\n\n#\u8fdb\u7a0b\u542f\u52a8\ndef run(func_callback,*args, **kwargs):"}, {"role": "assistant", "content": "\n p = Process(target=func_callback, args=args, kwargs=kwargs)\n p.start()\n return p"}]
| false
| null | null | null |
3f10acfdf2a5269f02777b6e1dae57a80be94786
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 from Cable import Cable, Collision from random import random, randint from time import sleep PACKET_SIZE = 40 P = 0.1 LENGTH = 80 class Device: def __init__(self, empty, push, msg, P): self.empty = empty self.push = push self.msg = msg self.P = P self.wait = 0 self.sent = 0 self.rem = 0 self.coll = 0 def tick(self): if self.rem > 0: self.push(self.msg) self.rem -= 1 self.sent += 1 elif self.sent > 0: return elif self.wait == 0: if self.empty and random() < P: self.push(self.msg) self.rem = PACKET_SIZE - 1 self.sent = 1 else: self.wait -= 1 def collision(self): self.rem = 0 self.coll += 1 self.sent = 0 if self.coll < 10: self.wait = randint(1, 2**self.coll) else: print('Cannot send ' + self.msg) self.coll = 0 self.wait = 0 def delivered(self): self.sent -= 1 if self.sent == 0: self.coll = 0 print('Delivered: ' + self.msg) if __name__ == "__main__": cable = Cable(LENGTH) left_dev = Device(cable.emptyL, cable.pushL, '>', P) right_dev = Device(cable.emptyR, cable.pushR, '<', P) while(True): try: left_dev.tick() right_dev.tick() print(cable) L,R = cable.tick() if L: right_dev.delivered() if R: left_dev.delivered() sleep(0.03) except Collision: print('Collision') cable.clear() left_dev.collision() right_dev.collision()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 19 💡 Suggestions: Add docstring to class 'Device' Add docstring to function '__init__' Add docstring to function 'collision'
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 4
| 1
| 1,851
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\nfrom Cable import Cable, Collision\nfrom random import random, randint\nfrom time import sleep\n\nPACKET_SIZE = 40\nP = 0.1\nLENGTH = 80\n\n\nclass Device:\n def __init__(self, empty, push, msg, P):\n self.empty = empty\n self.push = push\n self.msg = msg\n self.P = P\n\n self.wait = 0\n self.sent = 0\n self.rem = 0\n self.coll = 0\n\n def tick(self):\n if self.rem > 0:\n self.push(self.msg)\n self.rem -= 1\n self.sent += 1\n elif self.sent > 0:\n return\n elif self.wait == 0:\n if self.empty and random() < P:\n self.push(self.msg)\n self.rem = PACKET_SIZE - 1\n self.sent = 1\n else:\n self.wait -= 1\n \n def collision(self):\n self.rem = 0\n self.coll += 1\n self.sent = 0\n if self.coll < 10:\n self.wait = randint(1, 2**self.coll)\n else:\n print('Cannot send ' + self.msg)\n self.coll = 0\n self.wait = 0\n\n def delivered(self):\n self.sent -= 1\n if self.sent == 0:\n self.coll = 0\n print('Delivered: ' + self.msg)\n\nif __name__ == \"__main__\":\n cable = Cable(LENGTH)\n\n left_dev = Device(cable.emptyL, cable.pushL, '>', P)\n right_dev = Device(cable.emptyR, cable.pushR, '<', P)\n\n while(True):\n try:\n left_dev.tick()\n right_dev.tick()\n\n print(cable)\n L,R = cable.tick()\n\n if L:\n right_dev.delivered()\n \n if R:\n left_dev.delivered()\n\n sleep(0.03)\n except Collision:\n print('Collision')\n cable.clear()\n left_dev.collision()\n right_dev.collision()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Device'\n Add docstring to function '__init__'\n Add docstring to function 'collision'"}]
| false
| null | null | null |
3f11810db56e9b57d237607285b0d266715cb3bc
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: """empty message Revision ID: 5bfd3260a3a6 Revises: a040f705ffc4 Create Date: 2020-10-26 07:58:40.985846 """ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision = '5bfd3260a3a6' down_revision = 'a040f705ffc4' branch_labels = None depends_on = None def upgrade(): # ### commands auto generated by Alembic - please adjust! ### op.add_column('threads', sa.Column('best_comment_id', sa.Integer(), nullable=True)) # ### end Alembic commands ### def downgrade(): # ### commands auto generated by Alembic - please adjust! ### op.drop_column('threads', 'best_comment_id') # ### end Alembic commands ###
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 27 Unexpected indentation at line 28 💡 Suggestions: Add closing quote at line 1
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 672
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"empty message\n\nRevision ID: 5bfd3260a3a6\nRevises: a040f705ffc4\nCreate Date: 2020-10-26 07:58:40.985846\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\n\n\n# revision identifiers, used by Alembic.\nrevision = '5bfd3260a3a6'\ndown_revision = 'a040f705ffc4'\nbranch_labels = None\ndepends_on = None\n\n\ndef upgrade():\n # ### commands auto generated by Alembic - please adjust! ###\n op.add_column('threads', sa.Column('best_comment_id', sa.Integer(), nullable=True))\n # ### end Alembic commands ###\n\n\ndef downgrade():\n # ### commands auto generated by Alembic - please adjust! ###\n op.drop_column('threads', 'best_comment_id')\n # ### end Alembic commands ###"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
3f119fd98663e9e7d10a5dfef6e6ed88a83ebb98
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: import pandas as pd import sys import os import itertools ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 114
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport pandas as pd \r\nimport sys\r\nimport os\r\nimport itertools\r\n\r\n\r\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 |
3f1364ab18cb6187ddc69d6bcd0e927669a10b9e
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: # 可以自己import我们平台支持的第三方python模块，比如pandas、numpy等。 import math import pandas from pandas import Series import numpy as np import talib # 在这个方法中编写任何的初始化逻辑。context对象将会在你的算法策略的任何方法之间做传递。 def init(context): # 实时打印日志 # scheduler.run_monthly(judge, monthday=1) scheduler.run_weekly(judge, weekday=1) # scheduler.run_daily(judge) scheduler.run_daily(stoploss) context.stocks = ["511010.XSHG", "510300.XSHG", "510500.XSHG"] update_universe(context.stocks) context.marketval = 0 context.positionIndex = -1 context.trend = "" def judge(context, bar_dict): GUO = history_bars(context.stocks[0], 120, "1d", "close") HS300 = history_bars(context.stocks[1], 120, "1d", "close") S500 = history_bars(context.stocks[2], 120, "1d", "close") mentguo = calMent(GUO) ment300 = calMent(HS300) ment500 = calMent(S500) # logger.info(str(ment300) + " "+ str(ment500) + " "+ str(mentguo)) if mentguo > max(ment300, ment500): if context.stocks[1] in context.portfolio.positions: order_target_percent(context.stocks[1], 0) if context.stocks[2] in context.portfolio.positions: order_target_percent(context.stocks[2], 0) # if mentguo > 0: if context.stocks[0] not in context.portfolio.positions: # order_target_percent(context.stocks[0], 1) buyStocks(context, context.stocks[0], GUO) context.positionIndex = 0 # logger.info("买入国债:" + str(context.portfolio.positions[context.stocks[0]].quantity)) elif ment300 > max(mentguo, ment500): if context.stocks[0] in context.portfolio.positions: order_target_percent(context.stocks[0], 0) if context.stocks[2] in context.portfolio.positions: order_target_percent(context.stocks[2], 0) # if ment300 > 0: if context.stocks[1] not in context.portfolio.positions: # order_target_percent(context.stocks[1], 1) buyStocks(context, context.stocks[1], HS300) context.positionIndex = 1 # logger.info("买入300:" + str(context.portfolio.positions[context.stocks[1]].quantity)) elif ment500 > max(ment300, mentguo): if context.stocks[1] in context.portfolio.positions: order_target_percent(context.stocks[1], 0) if context.stocks[0] in context.portfolio.positions: order_target_percent(context.stocks[0], 0) # if ment500 > 0: if context.stocks[2] not in context.portfolio.positions: # order_target_percent(context.stocks[2], 1) buyStocks(context, context.stocks[2], S500) context.positionIndex = 2 # logger.info("买入500:" + str(context.portfolio.positions[context.stocks[2]].quantity)) context.marketval = context.portfolio.market_value ... [4 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 69: ... [4 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 37 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 2
| 0
| 2,879
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# \u53ef\u4ee5\u81ea\u5df1import\u6211\u4eec\u5e73\u53f0\u652f\u6301\u7684\u7b2c\u4e09\u65b9python\u6a21\u5757\uff0c\u6bd4\u5982pandas\u3001numpy\u7b49\u3002\nimport math\nimport pandas\nfrom pandas import Series\nimport numpy as np\nimport talib\n\n\n# \u5728\u8fd9\u4e2a\u65b9\u6cd5\u4e2d\u7f16\u5199\u4efb\u4f55\u7684\u521d\u59cb\u5316\u903b\u8f91\u3002context\u5bf9\u8c61\u5c06\u4f1a\u5728\u4f60\u7684\u7b97\u6cd5\u7b56\u7565\u7684\u4efb\u4f55\u65b9\u6cd5\u4e4b\u95f4\u505a\u4f20\u9012\u3002\ndef init(context):\n # \u5b9e\u65f6\u6253\u5370\u65e5\u5fd7\n # scheduler.run_monthly(judge, monthday=1)\n scheduler.run_weekly(judge, weekday=1)\n # scheduler.run_daily(judge)\n scheduler.run_daily(stoploss)\n context.stocks = [\"511010.XSHG\", \"510300.XSHG\", \"510500.XSHG\"]\n update_universe(context.stocks)\n context.marketval = 0\n context.positionIndex = -1\n context.trend = \"\"\n\ndef judge(context, bar_dict):\n GUO = history_bars(context.stocks[0], 120, \"1d\", \"close\")\n HS300 = history_bars(context.stocks[1], 120, \"1d\", \"close\")\n S500 = history_bars(context.stocks[2], 120, \"1d\", \"close\")\n\n mentguo = calMent(GUO)\n ment300 = calMent(HS300)\n ment500 = calMent(S500)\n\n # logger.info(str(ment300) + \" \"+ str(ment500) + \" \"+ str(mentguo))\n if mentguo > max(ment300, ment500):\n if context.stocks[1] in context.portfolio.positions:\n order_target_percent(context.stocks[1], 0)\n if context.stocks[2] in context.portfolio.positions:\n order_target_percent(context.stocks[2], 0)\n # if mentguo > 0:\n if context.stocks[0] not in context.portfolio.positions:\n # order_target_percent(context.stocks[0], 1)\n buyStocks(context, context.stocks[0], GUO)\n context.positionIndex = 0\n # logger.info(\"\u4e70\u5165\u56fd\u503a:\" + str(context.portfolio.positions[context.stocks[0]].quantity))\n elif ment300 > max(mentguo, ment500):\n if context.stocks[0] in context.portfolio.positions:\n order_target_percent(context.stocks[0], 0)\n if context.stocks[2] in context.portfolio.positions:\n order_target_percent(context.stocks[2], 0)\n # if ment300 > 0:\n if context.stocks[1] not in context.portfolio.positions:\n # order_target_percent(context.stocks[1], 1)\n buyStocks(context, context.stocks[1], HS300)\n context.positionIndex = 1\n # logger.info(\"\u4e70\u5165300:\" + str(context.portfolio.positions[context.stocks[1]].quantity))\n elif ment500 > max(ment300, mentguo):\n if context.stocks[1] in context.portfolio.positions:\n order_target_percent(context.stocks[1], 0)\n if context.stocks[0] in context.portfolio.positions:\n order_target_percent(context.stocks[0], 0)\n # if ment500 > 0:\n if context.stocks[2] not in context.portfolio.positions:\n # order_target_percent(context.stocks[2], 1)\n buyStocks(context, context.stocks[2], S500)\n context.positionIndex = 2\n # logger.info(\"\u4e70\u5165500:\" + str(context.portfolio.positions[context.stocks[2]].quantity))\n context.marketval = context.portfolio.market_value\n\n\n\n ... [4 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 69: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
3f13c2088ffd5b2e5c698fdbc746f735143d4d6f
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import logging import requests from chaosmonkey.attacks.attack import Attack class ApiRequest(Attack): """ This attack module makes calls to any API endpoint with any method, payload or header """ ref = "api_request:ApiRequest" schema = { "type": "object", "properties": { "ref": {"type": "string"}, "args": { "type": "object", "properties": { "endpoint": {"type": "string"}, "method": {"type": "string"}, "payload": {"type": "object"}, "headers": {"type": "object"} }, "required": ["endpoint", "method", "payload", "headers"] } } ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: } example = { "ref": ref, "args": {
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 758
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport logging\nimport requests\nfrom chaosmonkey.attacks.attack import Attack\n\n\nclass ApiRequest(Attack):\n \"\"\"\n This attack module makes calls to any API endpoint with any method, payload or header\n \"\"\"\n\n ref = \"api_request:ApiRequest\"\n\n schema = {\n \"type\": \"object\",\n \"properties\": {\n \"ref\": {\"type\": \"string\"},\n \"args\": {\n \"type\": \"object\",\n \"properties\": {\n \"endpoint\": {\"type\": \"string\"},\n \"method\": {\"type\": \"string\"},\n \"payload\": {\"type\": \"object\"},\n \"headers\": {\"type\": \"object\"}\n },\n \"required\": [\"endpoint\", \"method\", \"payload\", \"headers\"]\n }\n }\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n }\n\n example = {\n \"ref\": ref,\n \"args\": {"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f14342d209362b40d3ce7b099cfedff52ea75ea
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: import pytest from pyball import PyBall from pyball.models import League @pytest.fixture(scope='module') def league(): pyball = PyBall() league_id = pyball.get_teams()[0].league.id return pyball.get_league_by_id(league_id) def test_get_league_returns_league(league): assert isinstance(league, League
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 14 - expected ')' • SyntaxError: '(' was never closed at line 14 Fix: Add missing ')' bracket at line 14
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 320
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\nfrom pyball import PyBall\nfrom pyball.models import League\n\n\n@pytest.fixture(scope='module')\ndef league():\n pyball = PyBall()\n league_id = pyball.get_teams()[0].league.id\n return pyball.get_league_by_id(league_id)\n\n\ndef test_get_league_returns_league(league):\n assert isinstance(league, League"}, {"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 14 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 14\n\n Fix: Add missing ')' bracket at line 14"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
3f1545ca25cc1e4a73234fc2a5a277c101fcdfe8
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import setuptools import codecs import os import re NAME = 'terminalprint' VERSION = '0.0.5' def readme(path='README.rst'): url_prefix = 'https://raw.githubusercontent.com/xsddz/py_pkg_{name}/master/'.format(name=NAME) path = os.path.realpath(os.path.join(os.path.dirname(__file__), path)) handle = codecs.open(path, encoding='utf-8') return handle.read().replace('.. image:: docs', '.. image:: {0}docs'.format(url_prefix)) setuptools.setup( name = NAME, version = VERSION, description = 'a package for terminal pretty print', long_description = readme(), long_description_content_type = 'text/x-rst', url = 'https://github.com/xsddz/py_pkg_terminalprint', author = 'xsddz', author_email = 'dingzhns@gmail.com', license = 'MIT', classifiers = [ # How mature is this project? Common values are # 3 - Alpha # 4 - Beta # 5 - Production/Stable 'Development Status :: 3 - Alpha', # Indicate who your project is intended for 'Intended Audience :: Developers', 'Topic :: Software Development :: Build Tools', # Pick your license as you wish (should match "license" above) 'License :: OSI Approved :: MIT License', # Specify the Python versions you support here. In particular, ensure # that you indicate whether you support Python 2, Python 3 or both. "Programming Language :: Python :: 3", ], keywords = 'terminal print pretty table', packages = setuptools.find_packages(), install_requires = [], python_requires = '>=3', package_data = {}, data_files = [], include_package_data = True, zip_safe = False, )
|
Functions: readme This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 1,812
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport setuptools\nimport codecs\nimport os\nimport re\n\nNAME = 'terminalprint'\nVERSION = '0.0.5'\n\ndef readme(path='README.rst'):\n url_prefix = 'https://raw.githubusercontent.com/xsddz/py_pkg_{name}/master/'.format(name=NAME)\n\n path = os.path.realpath(os.path.join(os.path.dirname(__file__), path))\n handle = codecs.open(path, encoding='utf-8')\n return handle.read().replace('.. image:: docs', '.. image:: {0}docs'.format(url_prefix))\n\nsetuptools.setup(\n name = NAME,\n version = VERSION,\n description = 'a package for terminal pretty print',\n long_description = readme(),\n long_description_content_type = 'text/x-rst',\n url = 'https://github.com/xsddz/py_pkg_terminalprint',\n author = 'xsddz',\n author_email = 'dingzhns@gmail.com',\n license = 'MIT',\n classifiers = [\n # How mature is this project? Common values are\n # 3 - Alpha\n # 4 - Beta\n # 5 - Production/Stable\n 'Development Status :: 3 - Alpha',\n\n # Indicate who your project is intended for\n 'Intended Audience :: Developers',\n 'Topic :: Software Development :: Build Tools',\n\n # Pick your license as you wish (should match \"license\" above)\n 'License :: OSI Approved :: MIT License',\n\n # Specify the Python versions you support here. In particular, ensure\n # that you indicate whether you support Python 2, Python 3 or both.\n \"Programming Language :: Python :: 3\",\n ],\n keywords = 'terminal print pretty table',\n packages = setuptools.find_packages(),\n install_requires = [],\n python_requires = '>=3',\n package_data = {},\n data_files = [],\n include_package_data = True,\n zip_safe = False,\n)"}, {"role": "assistant", "content": " Functions: readme\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f15a2b706b78838d74b38582960bfaa6b53c545
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # Defined in Section 3.4.3 import sys import re def remove_empty_paired_punc(in_str): return in_str.replace('（）', '').replace('《》', '').replace('【】', '').replace('[]', '') def remove_html_tags(in_str): html_pattern = re.compile(r'<[^>]+>', re.S) return html_pattern.sub('', in_str) def remove_control_chars(in_str): control_chars = ''.join(map(chr, list(range(0, 32)) + list(range(127, 160)))) control_chars = re.compile('[%s]' % re.escape(control_chars)) return control_chars.sub('', in_str) f_in = open(sys.argv[1 + 1], 'r') for line in f_in.readlines(): line = line.strip() if re.search(r'^(<doc id)|(</doc>)', line): print(line) continue line = remove_empty_paired_punc(line) line = remove_html_tags(line) line = remove_control_chars(line) print(line)
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 829
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Defined in Section 3.4.3\n\nimport sys\nimport re\n\n\ndef remove_empty_paired_punc(in_str):\n return in_str.replace('\uff08\uff09', '').replace('\u300a\u300b', '').replace('\u3010\u3011', '').replace('[]', '')\n\n\ndef remove_html_tags(in_str):\n html_pattern = re.compile(r'<[^>]+>', re.S)\n return html_pattern.sub('', in_str)\n\n\ndef remove_control_chars(in_str):\n control_chars = ''.join(map(chr, list(range(0, 32)) + list(range(127, 160))))\n control_chars = re.compile('[%s]' % re.escape(control_chars))\n return control_chars.sub('', in_str)\n\n\nf_in = open(sys.argv[1 + 1], 'r')\nfor line in f_in.readlines():\n line = line.strip()\n if re.search(r'^(<doc id)|(</doc>)', line):\n print(line)\n continue\n line = remove_empty_paired_punc(line)\n line = remove_html_tags(line)\n line = remove_control_chars(line)\n print(line)"}, {"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
|
3f16895f5dec84cff4f3853914f324616247dc09
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: import time from datetime import datetime, timedelta from file_writer_control import CommandState from file_writer_control import JobHandler from file_writer_control import JobState from file_writer_control import WorkerJobPool from file_writer_control import WriteJob if __name__ == "__main__": kafka_host = "dmsc-kafka01:9092" command_channel = WorkerJobPool( "{}/job_topic".format(kafka_host), "{}/command_topic".format(kafka_host) ) job_handler = JobHandler(worker_finder=command_channel) start_time = datetime.now() with open("file_writer_config.json", "r") as f: nexus_structure = f.read() write_job = WriteJob( nexus_structure, "{0:%Y}-{0:%m}-{0:%d}_{0:%H}{0:%M}.nxs".format(start_time), kafka_host, start_time, ) print("Starting write job") start_handler = job_handler.start_job(write_job) while not start_handler.is_done(): print("Waiting: {}".format(start_handler.get_state())) if start_handler.get_state() == CommandState.ERROR: print( "Got error when starting job. The error was: {}".format( start_handler.get_message() ) ) exit(-1) elif start_handler.get_state() == CommandState.TIMEOUT_RESPONSE: print("Failed to start write job due to start command timeout.") exit(-1) time.sleep(1) print("Write job started") stop_time = start_time + timedelta(seconds=60) print("Setting stop time") stop_handler = job_handler.set_stop_time(stop_time) while not stop_handler.is_done(): time.sleep(1) if stop_handler.get_state() == CommandState.ERROR: print( f"Got error when starting job. The error was: {start_handler.get_message()}" ) exit(-1) elif stop_handler.get_state() == CommandState.TIMEOUT_RESPONSE: print("Failed to set stop time for write job due to timeout.") exit(-1) print("Stop time has been set") print("Waiting for write job to finish") while not job_handler.is_done(): if job_handler.get_state() == JobState.ERROR: print(f"Got job error. The error was: {job_handler.get_message()}") exit(-1) time.sleep(1) print("Write job finished")
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 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 28 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 ✨ Improvements: Remove debug print() at line 26 before production Remove debug print() at line 29 before production Remove debug print() at line 31 before production Remove debug print() at line 38 before production Remove debug print() at line 41 before production Remove debug print() at line 43 before production Remove debug print() at line 49 before production Remove debug print() at line 54 before production Remove debug print() at line 56 before production Remove debug print() at line 57 before production Remove debug print() at line 60 before production Remove debug print() at line 63 before production
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 0
| 0
| 2,368
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport time\nfrom datetime import datetime, timedelta\n\nfrom file_writer_control import CommandState\nfrom file_writer_control import JobHandler\nfrom file_writer_control import JobState\nfrom file_writer_control import WorkerJobPool\nfrom file_writer_control import WriteJob\n\nif __name__ == \"__main__\":\n kafka_host = \"dmsc-kafka01:9092\"\n command_channel = WorkerJobPool(\n \"{}/job_topic\".format(kafka_host), \"{}/command_topic\".format(kafka_host)\n )\n job_handler = JobHandler(worker_finder=command_channel)\n start_time = datetime.now()\n with open(\"file_writer_config.json\", \"r\") as f:\n nexus_structure = f.read()\n write_job = WriteJob(\n nexus_structure,\n \"{0:%Y}-{0:%m}-{0:%d}_{0:%H}{0:%M}.nxs\".format(start_time),\n kafka_host,\n start_time,\n )\n\n print(\"Starting write job\")\n start_handler = job_handler.start_job(write_job)\n while not start_handler.is_done():\n print(\"Waiting: {}\".format(start_handler.get_state()))\n if start_handler.get_state() == CommandState.ERROR:\n print(\n \"Got error when starting job. The error was: {}\".format(\n start_handler.get_message()\n )\n )\n exit(-1)\n elif start_handler.get_state() == CommandState.TIMEOUT_RESPONSE:\n print(\"Failed to start write job due to start command timeout.\")\n exit(-1)\n time.sleep(1)\n print(\"Write job started\")\n stop_time = start_time + timedelta(seconds=60)\n print(\"Setting stop time\")\n stop_handler = job_handler.set_stop_time(stop_time)\n\n while not stop_handler.is_done():\n time.sleep(1)\n if stop_handler.get_state() == CommandState.ERROR:\n print(\n f\"Got error when starting job. The error was: {start_handler.get_message()}\"\n )\n exit(-1)\n elif stop_handler.get_state() == CommandState.TIMEOUT_RESPONSE:\n print(\"Failed to set stop time for write job due to timeout.\")\n exit(-1)\n print(\"Stop time has been set\")\n print(\"Waiting for write job to finish\")\n while not job_handler.is_done():\n if job_handler.get_state() == JobState.ERROR:\n print(f\"Got job error. The error was: {job_handler.get_message()}\")\n exit(-1)\n time.sleep(1)\n print(\"Write job finished\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 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 28\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n\n\u2728 Improvements:\n Remove debug print() at line 26 before production\n Remove debug print() at line 29 before production\n Remove debug print() at line 31 before production\n Remove debug print() at line 38 before production\n Remove debug print() at line 41 before production\n Remove debug print() at line 43 before production\n Remove debug print() at line 49 before production\n Remove debug print() at line 54 before production\n Remove debug print() at line 56 before production\n Remove debug print() at line 57 before production\n Remove debug print() at line 60 before production\n Remove debug print() at line 63 before production"}]
| false
| null | null | null |
3f184b1eeb5a8a7f63617d260b4a10c38bb8c598
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: # --==[ Qtile Bar ]==-- from .widgets import * # Layouts widgets = [ padding(), *logo(color[16], color[12]), sep(color[16]), *cpu(color[16], color[5], color[5]), sep('#'), *ram(color[16], color[3], color[3]), sep(color[16]), *spotify(color[16], color[2], color[2]), spacer(None), *groups(None), spacer(None), *volume(color[16], color[2], color[2]), sep(color[16]), *weather(color[16], color[3], color[3]), sep(color[16]), *clock(color[16], color[4], color[4]), padding(), ]
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 12
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 0
| 0
| 550
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# --==[ Qtile Bar ]==--\n\nfrom .widgets import *\n\n# Layouts\nwidgets = [\n padding(),\n *logo(color[16], color[12]),\n sep(color[16]),\n\n *cpu(color[16], color[5], color[5]),\n sep('#'),\n *ram(color[16], color[3], color[3]),\n\n sep(color[16]),\n *spotify(color[16], color[2], color[2]),\n\n spacer(None),\n *groups(None),\n spacer(None),\n\n *volume(color[16], color[2], color[2]),\n\n sep(color[16]),\n *weather(color[16], color[3], color[3]),\n\n sep(color[16]),\n *clock(color[16], color[4], color[4]),\n padding(),\n]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 12"}]
| false
| null | null | null |
3f189bea6c8fdcf2077607c60ee902030e7e82ba
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: # SPDX-License-Identifier: MIT import re from construct import * def decode_debugger_state(u, ctx): p = u.proxy iface = u.iface def hv_readmem(addr, size): addr = p.hv_translate(addr, False, False) assert addr != 0 return iface.readmem(addr, size) p_state = p.hv_translate(ctx.regs[23], False, False) assert p_state != 0 di = iface.readstruct(p_state, DebuggerState) print(di) message = hv_readmem(di.message, 1024).split(b"\x00")[0].decode("ascii") print() print(f"Message: {message}") print("===== Panic string =====") decode_panic(u, di.panic_str, di.panic_args) print("========================") def decode_panic_call(u, ctx): decode_panic(u, ctx.regs[0], ctx.regs[1]) def decode_panic(u, p_string, p_args): p = u.proxy iface = u.iface def hv_readmem(addr, size): addr = p.hv_translate(addr, False, False) assert addr != 0 return iface.readmem(addr, size) string = hv_readmem(p_string, 1024).split(b"\x00")[0].decode("ascii") p_args = p.hv_translate(p_args, False, False) args = iface.readstruct(p_args, VaList) stack = hv_readmem(args.stack, 504) def va_arg(t): nonlocal stack d, stack = stack[:8], stack[8:] return t.parse(d) # Complete this line "hh": Int8ul, "h": Int16ul, None: Int32ul, "l": Int64ul, "ll": Int64ul, "q": Int64ul, "s": Int64ul, "t": Int64ul, } stypes = { "hh": Int8sl, "h": Int16sl, None: Int32sl, "l": Int64sl, "ll": Int64sl, "q": Int64sl, "s": Int64sl, "t": Int64sl, } #print(string) def format_arg(match): pat, flags, width, mod, conv = match.group(0, 1, 2, 3, 4) if conv == "%": return "%" elif conv == "s": return hv_readmem(va_arg(Int64ul), 1024).split(b"\x00")[0].decode("ascii") elif conv in "di": v = va_arg(stypes[mod]) return f"%{flags or ''}{width or ''}{conv or ''}" % v elif conv in "ouxX": v = va_arg(utypes[mod]) return f"%{flags or ''}{width or ''}{conv or ''}" % v elif conv in "p": return f"0x{va_arg(Int64ul):x}" else: return f"[{pat!r}:{va_arg(Int64ul):x}]" string = re.sub('%([-#0 +]*)([1-9][0-9]*)?(hh|h|l|ll|q|L|j|z|Z|t)?([diouxXeEfFgGaAcsCSpnm%])', format_arg, string) print(string + "\n", end="") __all__.extend(k for k, v in globals().items() if (callable(v) or isinstance(v, type)) and v.__module__ == __name__)
|
The missing line is: utypes = {
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 7
| 0
| 2,680
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# SPDX-License-Identifier: MIT\nimport re\nfrom construct import *\n\ndef decode_debugger_state(u, ctx):\n p = u.proxy\n iface = u.iface\n\n def hv_readmem(addr, size):\n addr = p.hv_translate(addr, False, False)\n assert addr != 0\n return iface.readmem(addr, size)\n\n p_state = p.hv_translate(ctx.regs[23], False, False)\n assert p_state != 0\n di = iface.readstruct(p_state, DebuggerState)\n print(di)\n\n message = hv_readmem(di.message, 1024).split(b\"\\x00\")[0].decode(\"ascii\")\n print()\n print(f\"Message: {message}\")\n\n print(\"===== Panic string =====\")\n decode_panic(u, di.panic_str, di.panic_args)\n print(\"========================\")\n\ndef decode_panic_call(u, ctx):\n decode_panic(u, ctx.regs[0], ctx.regs[1])\n\ndef decode_panic(u, p_string, p_args):\n p = u.proxy\n iface = u.iface\n\n def hv_readmem(addr, size):\n addr = p.hv_translate(addr, False, False)\n assert addr != 0\n return iface.readmem(addr, size)\n\n string = hv_readmem(p_string, 1024).split(b\"\\x00\")[0].decode(\"ascii\")\n p_args = p.hv_translate(p_args, False, False)\n\n args = iface.readstruct(p_args, VaList)\n\n stack = hv_readmem(args.stack, 504)\n\n def va_arg(t):\n nonlocal stack\n d, stack = stack[:8], stack[8:]\n return t.parse(d)\n\n # Complete this line\n \"hh\": Int8ul,\n \"h\": Int16ul,\n None: Int32ul,\n \"l\": Int64ul,\n \"ll\": Int64ul,\n \"q\": Int64ul,\n \"s\": Int64ul,\n \"t\": Int64ul,\n }\n\n stypes = {\n \"hh\": Int8sl,\n \"h\": Int16sl,\n None: Int32sl,\n \"l\": Int64sl,\n \"ll\": Int64sl,\n \"q\": Int64sl,\n \"s\": Int64sl,\n \"t\": Int64sl,\n }\n\n #print(string)\n\n def format_arg(match):\n pat, flags, width, mod, conv = match.group(0, 1, 2, 3, 4)\n if conv == \"%\":\n return \"%\"\n elif conv == \"s\":\n return hv_readmem(va_arg(Int64ul), 1024).split(b\"\\x00\")[0].decode(\"ascii\")\n elif conv in \"di\":\n v = va_arg(stypes[mod])\n return f\"%{flags or ''}{width or ''}{conv or ''}\" % v\n elif conv in \"ouxX\":\n v = va_arg(utypes[mod])\n return f\"%{flags or ''}{width or ''}{conv or ''}\" % v\n elif conv in \"p\":\n return f\"0x{va_arg(Int64ul):x}\"\n else:\n return f\"[{pat!r}:{va_arg(Int64ul):x}]\"\n\n string = re.sub('%([-#0 +]*)([1-9][0-9]*)?(hh|h|l|ll|q|L|j|z|Z|t)?([diouxXeEfFgGaAcsCSpnm%])',\n format_arg, string)\n print(string + \"\\n\", end=\"\")\n\n__all__.extend(k for k, v in globals().items()\n if (callable(v) or isinstance(v, type)) and v.__module__ == __name__)"}, {"role": "assistant", "content": "The missing line is:\n utypes = {"}]
| false
| null | null | null |
3f195fda83b7c56fee3d28b9042982725283b114
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.contrib.auth.decorators import login_required from django.shortcuts import render, redirect from rest_framework.decorators import api_view from rest_framework.response import Response from rest_framework import status from users.decorators import members_required from campaigns.models import Campaign from posts.forms import PostForm from posts.models import Post from posts.serializers import PostSerializer @login_required @members_required def create_post(request, slug): template_name = 'posts/form.html' context = {} if slug is None or slug == "": return redirect('not-found') campaign = Campaign.objects.get(slug=slug) if campaign is None: return redirect('not-found') if request.method == 'POST': form = PostForm(request.POST or None, request.FILES or None) if form.is_valid(): c = form.save(commit=False) c.author = request.user.member c.campaign = campaign c.sa return redirect(campaign.get_absolute_url()) else: form = PostForm() context["form"] = form context["campaign"] = campaign return render(request, template_name, context) @login_required @members_required @api_view(['GET', 'POST']) def post_collection(request, slug): try: campaign = Campaign.objects.get(slug=slug) except Campaign.DoesNotExist: return Response(status=status.HTTP_404_NOT_FOUND) if request.method == 'GET': posts = Post.objects.filter(campaign=campaign).order_by('-created_at') serializer = PostSerializer(posts, many=True) return Response(serializer.data) elif request.method == 'POST': data = { 'title': request.data.get('title'), 'content': request.data.get('content'), 'campaign_pk': campaign.pk, 'author_pk': request.user.member.pk } serializer = PostSerializer(data=data) if serializer.is_valid(): serializer.save() return Response(serializer.data, status=status.HTTP_201_CREATED) return Response(serializer.errors, status=status.HTTP_400_BAD_REQUEST)
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 19 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 2,161
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.contrib.auth.decorators import login_required\nfrom django.shortcuts import render, redirect\nfrom rest_framework.decorators import api_view\nfrom rest_framework.response import Response\nfrom rest_framework import status\n\nfrom users.decorators import members_required\nfrom campaigns.models import Campaign\nfrom posts.forms import PostForm\nfrom posts.models import Post\nfrom posts.serializers import PostSerializer\n\n@login_required\n@members_required\ndef create_post(request, slug):\n template_name = 'posts/form.html'\ncontext = {}\n\n if slug is None or slug == \"\":\n return redirect('not-found')\n\n campaign = Campaign.objects.get(slug=slug)\n\n if campaign is None:\n return redirect('not-found')\n\n if request.method == 'POST':\n form = PostForm(request.POST or None, request.FILES or None)\n if form.is_valid():\n c = form.save(commit=False)\n c.author = request.user.member\n c.campaign = campaign\nc.sa\n return redirect(campaign.get_absolute_url())\n else:\n form = PostForm()\n\n context[\"form\"] = form\n context[\"campaign\"] = campaign\n return render(request, template_name, context)\n\n@login_required\n@members_required\n@api_view(['GET', 'POST'])\ndef post_collection(request, slug):\n try:\n campaign = Campaign.objects.get(slug=slug)\n except Campaign.DoesNotExist:\n return Response(status=status.HTTP_404_NOT_FOUND)\n\n if request.method == 'GET':\n posts = Post.objects.filter(campaign=campaign).order_by('-created_at')\n serializer = PostSerializer(posts, many=True)\n return Response(serializer.data)\n elif request.method == 'POST':\n data = {\n 'title': request.data.get('title'),\n 'content': request.data.get('content'),\n 'campaign_pk': campaign.pk,\n 'author_pk': request.user.member.pk\n }\n serializer = PostSerializer(data=data)\n if serializer.is_valid():\n serializer.save()\n return Response(serializer.data, status=status.HTTP_201_CREATED)\n return Response(serializer.errors, status=status.HTTP_400_BAD_REQUEST)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 19\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
3f1a9bb5a69f064f4dd331b479d6e806696e4df1
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: import lldb import os from lldbsuite.test.decorators import * from lldbsuite.test.lldbtest import * from lldbsuite.test import lldbutil class TestWithGmodulesDebugInfo(TestBase):
|
mydir = TestBase.compute_mydir(__file__) @skipIf(bugnumber="llvm.org/pr36146", oslist=["linux"], archs=["i386"]) @add_test_categories(["gmodules"]) ... [1 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 0
| 1
| 390
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport lldb\nimport os\nfrom lldbsuite.test.decorators import *\nfrom lldbsuite.test.lldbtest import *\nfrom lldbsuite.test import lldbutil\n\n\nclass TestWithGmodulesDebugInfo(TestBase):"}, {"role": "assistant", "content": "\n mydir = TestBase.compute_mydir(__file__)\n\n @skipIf(bugnumber=\"llvm.org/pr36146\", oslist=[\"linux\"], archs=[\"i386\"])\n @add_test_categories([\"gmodules\"])\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
3f1af7c9e728c3b6707f1a0c568190fb65104b33
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: import torch import torch.nn as nn import torch.nn.functional as F from utils.layers import ARMA2d def init_weights(net, init_type = 'normal', gain = 0.02): def init_func(m): classname = m.__class__.__name__ if hasattr(m, 'weight') and (classname.find('Conv') != -1 or classname.find('Linear') != -1): if init_type == 'normal': torch.nn.init.normal_(m.weight.data, 0.0, gain) elif init_type == 'xavier': torch.nn.init.xavier_normal_(m.weight.data, gain=gain) elif init_type == 'kaiming': torch.nn.init.kaiming_normal_(m.weight.data, a=0, mode='fan_in') elif init_type == 'orthogonal': torch.nn.init.orthogonal_(m.weight.data, gain=gain) else: raise NotImplementedError('initialization method [%s] is not implemented' % init_type) if hasattr(m, 'bias') and m.bias is not None: torch.nn.init.zeros_(m.bias.data) elif classname.find('BatchNorm2d') != -1: torch.init.normal_(m.weight.data, 1.0, gain) torch.init.constant_(m.bias.data, 0.0) print('initialize network with %s' % init_type) net.apply(init_func) class Attention_block(nn.Module): def __init__(self, gate_channels, input_channels, inter_channels): """ Construction of attention block. Arguments: ---------- input_channels: int The number of channels of the input features. gate_channels: int The number of channels of the gate signal. inter_channels: int The number of intermediate channels in the block. """ super(Attention_block, self).__init__() self.W_g = nn.Sequential( nn.Conv2d(gate_channels, inter_channels, 1), nn.BatchNorm2d(inter_channels) ) self.W_x = nn.Sequential( nn.Conv2d(input_channels, inter_channels, 1), nn.BatchNorm2d(inter_channels) ) self.psi = nn.Sequential( nn.Conv2d(inter_channels, 1, 1), nn.BatchNorm2d(1), nn.Sigmoid() ) self.relu = nn.ReLU(inplace = True) def forward(self, g, x): """ Computation of attention block. Arguments: ---------- inputs: a 4-th order tensor of size [batch_size, input_channels, height, width] gates: a 4-th order tensor of size [batch_size, gate_channels, height, width] Returns: -------- outputs: a 4-th order tensor of size [batch_size, input_channels, height, width] """ g1 = self.W_g(g) x1 = self.W_x(x) psi = self.relu(g1 + x1) psi = self.psi(psi) return x * psi class conv_block(nn.Module): ... [26 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 4
| 2
| 2,929
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\n\nfrom utils.layers import ARMA2d\n\ndef init_weights(net, init_type = 'normal', gain = 0.02):\n def init_func(m):\n classname = m.__class__.__name__\n if hasattr(m, 'weight') and (classname.find('Conv') != -1 or classname.find('Linear') != -1):\n if init_type == 'normal':\n torch.nn.init.normal_(m.weight.data, 0.0, gain)\n elif init_type == 'xavier':\n torch.nn.init.xavier_normal_(m.weight.data, gain=gain)\n elif init_type == 'kaiming':\n torch.nn.init.kaiming_normal_(m.weight.data, a=0, mode='fan_in')\n elif init_type == 'orthogonal':\n torch.nn.init.orthogonal_(m.weight.data, gain=gain)\n else:\n raise NotImplementedError('initialization method [%s] is not implemented' % init_type)\n\n if hasattr(m, 'bias') and m.bias is not None:\n torch.nn.init.zeros_(m.bias.data)\n\n elif classname.find('BatchNorm2d') != -1:\n torch.init.normal_(m.weight.data, 1.0, gain)\n torch.init.constant_(m.bias.data, 0.0)\n\n print('initialize network with %s' % init_type)\n net.apply(init_func)\n\n\nclass Attention_block(nn.Module):\n def __init__(self, gate_channels, input_channels, inter_channels):\n \"\"\"\n Construction of attention block.\n\n Arguments:\n ----------\n input_channels: int\n The number of channels of the input features.\n\n gate_channels: int\n The number of channels of the gate signal.\n\n inter_channels: int\n The number of intermediate channels in the block.\n\n \"\"\"\n super(Attention_block, self).__init__()\n\n self.W_g = nn.Sequential(\n nn.Conv2d(gate_channels, inter_channels, 1),\n nn.BatchNorm2d(inter_channels)\n )\n\n self.W_x = nn.Sequential(\n nn.Conv2d(input_channels, inter_channels, 1),\n nn.BatchNorm2d(inter_channels)\n )\n\n self.psi = nn.Sequential(\n nn.Conv2d(inter_channels, 1, 1),\n nn.BatchNorm2d(1),\n nn.Sigmoid()\n )\n\n self.relu = nn.ReLU(inplace = True)\n\n def forward(self, g, x):\n \"\"\"\n Computation of attention block.\n\n Arguments:\n ----------\n inputs: a 4-th order tensor of size\n [batch_size, input_channels, height, width]\n\n gates: a 4-th order tensor of size\n [batch_size, gate_channels, height, width]\n\n Returns:\n --------\n outputs: a 4-th order tensor of size\n [batch_size, input_channels, height, width]\n\n \"\"\"\n g1 = self.W_g(g)\n x1 = self.W_x(x)\n psi = self.relu(g1 + x1)\n psi = self.psi(psi)\n\n return x * psi\n\n\nclass conv_block(nn.Module):\n\n ... [26 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
3f1b50800579d9946abc5704dfc5b967cd267383
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: print('Hello World') print('Hello Again') print('I like typing this.') print('This is fun.') print('Yay! Pri
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Unclosed '(' at line 5 - expected ')' • Unterminated string literal at line 5 Fixes: • Add closing quote at line 5 • Add closing ')' bracket • Add closing quote to string literal
|
beginner
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 108
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nprint('Hello World')\nprint('Hello Again')\nprint('I like typing this.')\nprint('This is fun.')\nprint('Yay! Pri"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Unclosed '(' at line 5 - expected ')'\n \u2022 Unterminated string literal at line 5\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Add closing ')' bracket\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
3f1bfb9941ef90327d5cf0f18f9a0c6b51a30df8
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 2.1.7 on 2019-03-09 03:04 import django.contrib.postgres.fields.jsonb from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('core', '0004_account_identifier'), ] operations = [ migrations.AddField( model_name='widg
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 15 • Unclosed '[' at line 13 - expected ']' Fix: Complete the truncated code structure
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 325
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 2.1.7 on 2019-03-09 03:04\n\nimport django.contrib.postgres.fields.jsonb\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('core', '0004_account_identifier'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='widg"}, {"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 15\n \u2022 Unclosed '[' at line 13 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f1dd12d75b2abf91cc5c597dd0ee46e3293eed8
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: # python3.7 def test_model(): """Collects all model tests.""" torch.backends.cudnn.enabled = True torch.backends.cudnn.allow_tf32 = False torch.backends.cuda.matmul.allow_tf32 = False torch.backends.cudnn.benchmark = False torch.backends.cudnn.deterministic = True print('========== Start Model Test ==========') test_perceptual() test_inception() print('========== Finish Model Test ==========') ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 16: ... [2 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 1
| 0
| 486
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# python3.7\ndef test_model():\n \"\"\"Collects all model tests.\"\"\"\n torch.backends.cudnn.enabled = True\n torch.backends.cudnn.allow_tf32 = False\n torch.backends.cuda.matmul.allow_tf32 = False\n torch.backends.cudnn.benchmark = False\n torch.backends.cudnn.deterministic = True\n print('========== Start Model Test ==========')\n test_perceptual()\n test_inception()\n print('========== Finish Model Test ==========')\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 16: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
3f1e0239e223537d299a2c52c65928b6c59406da
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: def _normalize_tensor(input_tensor): """Divides tensor through by its Euclidean norm. :param input_tensor: Unnormalized tensor. :return: output_tensor: Normalized tensor. """ rms_tensor = K.sqrt(K.mean(K.square(input_tensor))) return input_tensor / (rms_tensor + K.epsilon()) def _upsample_cam(class_activation_matrix, new_dimensions): """Upsamples class-activation map to higher spatial resolution. CAM may be 1-D, 2-D, or 3-D. :param class_activation_matrix: numpy array containing 1-D, 2-D, or 3-D class-activation map. :param new_dimensions: numpy array of new dimensions. If matrix is {1D, 2D, 3D}, this must be a length-{1, 2, 3} array, respectively. :return: class_activation_matrix: Upsampled version of input. """ num_rows_new = new_dimensions[0] row_indices_new = numpy.linspace( 1, num_rows_new, num=num_rows_new, dtype=float ) row_indices_orig = numpy.linspace( 1, num_rows_new, num=class_activation_matrix.shape[0], dtype=float ) if len(new_dimensions) == 1: # interp_object = UnivariateSpline( # x=row_indices_orig, y=numpy.ravel(class_activation_matrix), # k=1, s=0 # ) interp_object = UnivariateSpline( x=row_indices_orig, y=numpy.ravel(class_activation_matrix), Error: SyntaxError / EOF
|
Fixed Code: def _normalize_tensor(input_tensor): """Divides tensor through by its Euclidean norm. :param input_tensor: Unnormalized tensor. :return: output_tensor: Normalized tensor. """ rms_tensor = K.sqrt(K.mean(K.square(input_tensor))) return input_tensor / (rms_tensor + K.epsilon()) def _upsample_cam(class_activation_matrix, new_dimensions): """Upsamples class-activation map to higher spatial resolution. CAM may be 1-D, 2-D, or 3-D. :param class_activation_matrix: numpy array containing 1-D, 2-D, or 3-D class-activation map. :param new_dimensions: numpy array of new dimensions. If matrix is {1D, 2D, 3D}, this must be a length-{1, 2, 3} array, respectively. Explanation: Complete the truncated code structure
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 1,364
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef _normalize_tensor(input_tensor):\n \"\"\"Divides tensor through by its Euclidean norm.\n\n :param input_tensor: Unnormalized tensor.\n :return: output_tensor: Normalized tensor.\n \"\"\"\n\n rms_tensor = K.sqrt(K.mean(K.square(input_tensor)))\n return input_tensor / (rms_tensor + K.epsilon())\n\n\ndef _upsample_cam(class_activation_matrix, new_dimensions):\n \"\"\"Upsamples class-activation map to higher spatial resolution.\n\n CAM may be 1-D, 2-D, or 3-D.\n\n :param class_activation_matrix: numpy array containing 1-D, 2-D, or 3-D\n class-activation map.\n :param new_dimensions: numpy array of new dimensions. If matrix is\n {1D, 2D, 3D}, this must be a length-{1, 2, 3} array, respectively.\n :return: class_activation_matrix: Upsampled version of input.\n \"\"\"\n\n num_rows_new = new_dimensions[0]\n row_indices_new = numpy.linspace(\n 1, num_rows_new, num=num_rows_new, dtype=float\n )\n row_indices_orig = numpy.linspace(\n 1, num_rows_new, num=class_activation_matrix.shape[0], dtype=float\n )\n\n if len(new_dimensions) == 1:\n # interp_object = UnivariateSpline(\n # x=row_indices_orig, y=numpy.ravel(class_activation_matrix),\n # k=1, s=0\n # )\n\n interp_object = UnivariateSpline(\n x=row_indices_orig, y=numpy.ravel(class_activation_matrix),\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef _normalize_tensor(input_tensor):\n \"\"\"Divides tensor through by its Euclidean norm.\n\n :param input_tensor: Unnormalized tensor.\n :return: output_tensor: Normalized tensor.\n \"\"\"\n\n rms_tensor = K.sqrt(K.mean(K.square(input_tensor)))\n return input_tensor / (rms_tensor + K.epsilon())\n\n\ndef _upsample_cam(class_activation_matrix, new_dimensions):\n \"\"\"Upsamples class-activation map to higher spatial resolution.\n\n CAM may be 1-D, 2-D, or 3-D.\n\n :param class_activation_matrix: numpy array containing 1-D, 2-D, or 3-D\n class-activation map.\n :param new_dimensions: numpy array of new dimensions. If matrix is\n {1D, 2D, 3D}, this must be a length-{1, 2, 3} array, respectively.\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f2030ee57ba0c000a8c6ba416bf1e1b67c82eca
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: import torch import numpy as np import dgl import yaml import os import matplotlib.pyplot as plt from collections import defaultdict from events import Events from torch.utils.tensorboard import SummaryWriter writer = None step_dict = defaultdict(int) def set_writer(comments): global writer if not os.path.isdir('models'): os.mkdir('runs') writer = SummaryWriter('runs/' + comments) def get_writer(): return writer def get_global_step(s): global step_dict ans = step_dict[s] step_dict[s] += 1 return ans def add_virtual_relation(e, nume, numr): # add a virtual node that have all relationship because dgl.heterograph does not support add edge types for r in range(numr): e['entity', 'r' + str(r), 'entity'].append((nume, nume)) e['entity', '-r' + str(r), 'entity'].append((nume, nume)) e['entity','self','entity'].append((nume,nume)) return def add_edges_from_dict(g, event_dict): # Complete this line u = list() v = list() for t in event_dict[etype]: u.append(t[0]) v.append(t[1]) g.add_edges(u, v, etype=etype) return def extract_emb(ent_emb, history, ts): h = list() for t in history: h.append(ent_emb[ts - t]) h = torch.cat(h, dim=1) return h def plot_and_save(fil, unf): fix, (ax1, ax2) = plt.subplots(1, 2) x = np.linspace(0, 1, 101) ax1.plot(x, unf) ax1.set_title('Raw MRR') ax1.set_xlabel('Copy Ratio') ax2.plot(x, fil) ax2.set_title('Filtered MRR') ax2.set_xlabel('Copy Ratio') plt.savefig('copy_ratio.png', dpi=1000) def parse_train_config(f): with open(f) as tf: tc = yaml.load(tf) if not 'granularity' in tc['emb-net'][0].keys(): tc['emb-net'][0]['granularity'] = 1 return tc['emb-net'][0], tc['gen-net'][0], tc['train'][0]
|
The missing line is: for etype in event_dict:
|
advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 8
| 0
| 1,881
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport torch\nimport numpy as np\nimport dgl\nimport yaml\nimport os\nimport matplotlib.pyplot as plt\nfrom collections import defaultdict\nfrom events import Events\nfrom torch.utils.tensorboard import SummaryWriter\n\nwriter = None\nstep_dict = defaultdict(int)\n\ndef set_writer(comments):\n global writer\n if not os.path.isdir('models'):\n os.mkdir('runs')\n writer = SummaryWriter('runs/' + comments)\n\ndef get_writer():\n return writer\n\ndef get_global_step(s):\n global step_dict\n ans = step_dict[s]\n step_dict[s] += 1\n return ans\n\ndef add_virtual_relation(e, nume, numr):\n # add a virtual node that have all relationship because dgl.heterograph does not support add edge types\n for r in range(numr):\n e['entity', 'r' + str(r), 'entity'].append((nume, nume))\n e['entity', '-r' + str(r), 'entity'].append((nume, nume))\n e['entity','self','entity'].append((nume,nume))\n return\n \ndef add_edges_from_dict(g, event_dict):\n # Complete this line\n u = list()\n v = list()\n for t in event_dict[etype]:\n u.append(t[0])\n v.append(t[1])\n g.add_edges(u, v, etype=etype)\n return\n\ndef extract_emb(ent_emb, history, ts):\n h = list()\n for t in history:\n h.append(ent_emb[ts - t])\n h = torch.cat(h, dim=1)\n return h\n\ndef plot_and_save(fil, unf):\n fix, (ax1, ax2) = plt.subplots(1, 2)\n x = np.linspace(0, 1, 101)\n ax1.plot(x, unf)\n ax1.set_title('Raw MRR')\n ax1.set_xlabel('Copy Ratio')\n ax2.plot(x, fil)\n ax2.set_title('Filtered MRR')\n ax2.set_xlabel('Copy Ratio')\n plt.savefig('copy_ratio.png', dpi=1000)\n\ndef parse_train_config(f):\n with open(f) as tf:\n tc = yaml.load(tf)\n if not 'granularity' in tc['emb-net'][0].keys():\n tc['emb-net'][0]['granularity'] = 1\n return tc['emb-net'][0], tc['gen-net'][0], tc['train'][0]"}, {"role": "assistant", "content": "The missing line is:\n for etype in event_dict:"}]
| false
| null | null | null |
3f218721cd690eda8349eee0d590d86357989357
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import time import pyperclip from argparse import ArgumentParser from datetime import datetime, timedelta # Command-line arguments. parser = ArgumentParser() # strftime format. # Source: https://stackoverflow.com/a/21168121 (2019-04-03) default = "%Y_%m_%dT%H_%M_%SZ" parser.add_argument("--format", default="%Y_%m_%dT%H_%M_%SZ", help='"strftime" time format to return. Default is "%s".' % default.replace(r"%", r"%%")) # Timezone. parser.add_argument("--timezone", default="utc", help='Timezone, "utc" for UTC time (default), "local" for local time or a UTC offset eg. "+05:00" or just "+05".') # Parse arguments. args = parser.parse_args() strftimeFormat = args.format timezone = args.timezone # Create return string. returnString = None if timezone == "utc": returnString = time.strftime(strftimeFormat, time.gmtime()) elif timezone == "local": returnString = time.strftime(strftimeFormat, time.localtime()) else: # If there is an offset, it gets tricky. # Remove all spaces from timezone argument. timezone = timezone.replace(" ", "") # Source: https://stackoverflow.com/a/46402186 (2019-04-03) currentTime = datetime.today() unformatedReturnString = None hourOffset = 0 minuteOffset = 0 hourOffset = int(timezone[1:3]) if len(timezone) == 6: minuteOffset = int(timezone[4:6]) if timezone[0:1] == "+": unformatedReturnString = currentTime + timedelta(hours=hourOffset, minutes=minuteOffset) else: unformatedReturnString = currentTime - timedelta(hours=hourOffset, minutes=minuteOffset) returnString = unformatedReturnString.strftime(strftimeFormat) # Copy to clipboard. pyperclip.copy(returnString)
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 1,773
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport time\nimport pyperclip\nfrom argparse import ArgumentParser\nfrom datetime import datetime, timedelta\n\n# Command-line arguments.\nparser = ArgumentParser()\n# strftime format.\n# Source: https://stackoverflow.com/a/21168121 (2019-04-03)\ndefault = \"%Y_%m_%dT%H_%M_%SZ\"\nparser.add_argument(\"--format\",\n default=\"%Y_%m_%dT%H_%M_%SZ\",\n help='\"strftime\" time format to return. Default is \"%s\".' % default.replace(r\"%\", r\"%%\"))\n# Timezone.\nparser.add_argument(\"--timezone\",\n default=\"utc\",\n help='Timezone, \"utc\" for UTC time (default), \"local\" for local time or a UTC offset eg. \"+05:00\" or just \"+05\".')\n# Parse arguments.\nargs = parser.parse_args()\n\nstrftimeFormat = args.format\ntimezone = args.timezone\n\n# Create return string.\nreturnString = None\n\nif timezone == \"utc\":\n returnString = time.strftime(strftimeFormat, time.gmtime())\nelif timezone == \"local\":\n returnString = time.strftime(strftimeFormat, time.localtime())\nelse:\n # If there is an offset, it gets tricky.\n # Remove all spaces from timezone argument.\n timezone = timezone.replace(\" \", \"\")\n\n # Source: https://stackoverflow.com/a/46402186 (2019-04-03)\n currentTime = datetime.today()\n unformatedReturnString = None\n hourOffset = 0\n minuteOffset = 0\n hourOffset = int(timezone[1:3])\n if len(timezone) == 6:\n minuteOffset = int(timezone[4:6])\n if timezone[0:1] == \"+\":\n unformatedReturnString = currentTime + timedelta(hours=hourOffset, minutes=minuteOffset)\n else:\n unformatedReturnString = currentTime - timedelta(hours=hourOffset, minutes=minuteOffset)\n returnString = unformatedReturnString.strftime(strftimeFormat)\n\n# Copy to clipboard.\npyperclip.copy(returnString)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f223eb161b6606e80da54becd0caa493f69f659
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from setuptools import setup setup( name='SQLDatabase', version='0.1dev', py_modules=['da
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 6 • Unclosed '(' at line 3 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 6 • Add closing ')' bracket
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 102
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom setuptools import setup\n\nsetup(\n name='SQLDatabase',\n version='0.1dev',\n py_modules=['da"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 6\n \u2022 Unclosed '(' at line 3 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 6\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
3f2438f54b355881dc95020cc332c76ca5f8befa
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: import os from inspect import isclass class TaggerManager: ''' A utiltity to manage tagger. @since 2018.07.17 @author tsungjung411@gmail.com ''' __instance = None __tagger_list = None @classmethod def get_instance(klass, force = False): if klass.__instance == None: klass.__instance = klass() # end-of-if return klass.__instance # end-of-def def __init__(self): self.__create_char_to_class_mapping_table() # end-of-def Error: SyntaxError / EOF
|
Fixed Code: import os from inspect import isclass class TaggerManager: ''' A utiltity to manage tagger. @since 2018.07.17 @author tsungjung411@gmail.com ''' __instance = None __tagger_list = None @classmethod def get_instance(klass, force = False): if klass.__instance == None: klass.__instance = klass() # end-of-if return klass.__instance # end-of-def Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 556
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\r\nfrom inspect import isclass\r\n\r\nclass TaggerManager:\r\n '''\r\n A utiltity to manage tagger.\r\n \r\n @since 2018.07.17\r\n @author tsungjung411@gmail.com\r\n '''\r\n __instance = None\r\n __tagger_list = None\r\n \r\n @classmethod\r\n def get_instance(klass, force = False):\r\n if klass.__instance == None:\r\n klass.__instance = klass()\r\n # end-of-if\r\n return klass.__instance\r\n # end-of-def\r\n \r\n def __init__(self):\r\n self.__create_char_to_class_mapping_table()\r\n # end-of-def\r\n \r\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os\r\nfrom inspect import isclass\r\n\r\nclass TaggerManager:\r\n '''\r\n A utiltity to manage tagger.\r\n \r\n @since 2018.07.17\r\n @author tsungjung411@gmail.com\r\n '''\r\n __instance = None\r\n __tagger_list = None\r\n \r\n @classmethod\r\n def get_instance(klass, force = False):\r\n if klass.__instance == None:\r\n klass.__instance = klass()\r\n # end-of-if\r\n return klass.__instance\r\n # end-of-def\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f261726ada44334575c7013fdebb9a31f557e13
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: """Hooks that use tentaclio clients.""" # TODO maybe move this guy somewhere else out of this repo from .slack_hook import * # noqa
|
Code analysis results: ⚠️ Warnings: Avoid 'import *' at line 3 - import specific names 💡 Suggestions: Unresolved TODO/FIXME at line 2
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 133
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"Hooks that use tentaclio clients.\"\"\"\n# TODO maybe move this guy somewhere else out of this repo\nfrom .slack_hook import * # noqa"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Avoid 'import *' at line 3 - import specific names\n\n\ud83d\udca1 Suggestions:\n Unresolved TODO/FIXME at line 2"}]
| false
| null | null | null |
3f2752ddd623a33e74de916458d4145124e2ad85
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: import json import unittest from uuid import uuid4 from alerta.app import alarm_model, create_app, db, plugins class ActionsTestCase(unittest.TestCase): def setUp(self): test_config = { 'TESTING': True, 'AUTH_REQUIRED': False, 'ALERT_TIMEOUT': 120,
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '{' at line 12 - expected '}' • Block at line 8 has no indented body • Block at line 10 has no indented body Fix: Close the string literal with matching quote
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 301
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport json\nimport unittest\nfrom uuid import uuid4\n\nfrom alerta.app import alarm_model, create_app, db, plugins\n\n\nclass ActionsTestCase(unittest.TestCase):\n\n def setUp(self):\n\n test_config = {\n 'TESTING': True,\n 'AUTH_REQUIRED': False,\n 'ALERT_TIMEOUT': 120,"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '{' at line 12 - expected '}'\n \u2022 Block at line 8 has no indented body\n \u2022 Block at line 10 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
3f27800384b22aeb3b4e07f93258bc9ec1ec57f5
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from rest_framework.permissions import BasePermission, IsAuthenticated from src.estate.models import ( Apartment, ApartmentGalleryImage, Complex, ComplexGalleryImage, ComplexNews, ) from src.users.permissions import IsDeveloperUser class IsComplexOwner(IsDeveloperUser): """ Allows access only to complex owner. Supported models: Complex, ComplexNews, ComplexGalleryImage """ def has_object_permission(self, request, view, obj): if isinstance(obj, Complex): return bool(request.user.complexes.filter(pk=obj.pk.exists()) elif isinstance(obj, (ComplexNews, ComplexGalleryImage)): return bool(request.user.complexes.filter(pk=obj.complex.pk).exists()) else: return False class IsApartmentOwner(IsAuthenticated): """ Allows access only to apartment owner. Supported models: Apartment """ def has_object_permission(self, request, view, obj): if isinstance(obj, Apartment): return bool(request.user.apartments.filter(pk=obj.pk).exists()) elif isinstance(obj, ApartmentGalleryImage): return bool(request.user.apartments.filter(pk=obj.apartment.pk).exists()) else: return False
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unterminated string literal at line 14 • Unclosed '(' at line 21 - expected ')' • SyntaxError: '(' was never closed at line 21 Fix: Add missing ')' bracket at line 21
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 2
| 1,257
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom rest_framework.permissions import BasePermission, IsAuthenticated\n\nfrom src.estate.models import (\n Apartment,\n ApartmentGalleryImage,\n Complex,\n ComplexGalleryImage,\n ComplexNews,\n)\nfrom src.users.permissions import IsDeveloperUser\n\n\nclass IsComplexOwner(IsDeveloperUser):\n \"\"\"\n Allows access only to complex owner.\n Supported models: Complex, ComplexNews, ComplexGalleryImage\n \"\"\"\n\n def has_object_permission(self, request, view, obj):\n if isinstance(obj, Complex):\n return bool(request.user.complexes.filter(pk=obj.pk.exists())\n elif isinstance(obj, (ComplexNews, ComplexGalleryImage)):\n return bool(request.user.complexes.filter(pk=obj.complex.pk).exists())\n else:\n return False\n\n\nclass IsApartmentOwner(IsAuthenticated):\n \"\"\"\n Allows access only to apartment owner.\n Supported models: Apartment\n \"\"\"\n\n def has_object_permission(self, request, view, obj):\n if isinstance(obj, Apartment):\n return bool(request.user.apartments.filter(pk=obj.pk).exists())\n elif isinstance(obj, ApartmentGalleryImage):\n return bool(request.user.apartments.filter(pk=obj.apartment.pk).exists())\n else:\n return False"}, {"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 14\n \u2022 Unclosed '(' at line 21 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 21\n\n Fix: Add missing ')' bracket at line 21"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
3f2792ccc502d9ecbdf91b2d85afe4c25e0d6024
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: import time, threading, logging import numpy as np from PIL import Image, ImageGrab from pynput.keyboard import Key, KeyCode, Controller logging.basicConfig( level=logging.DEBUG, filename= 'logging.txt', format='%(asctime)s - %(levelname)s - %(message)s' ) class PlayerController(): pass class ScreenshotManager(): pass class FishingController(): pass class RoamingController(): pass class KineticParticle(): dimensions = 1 #calculation range average_between = 2 time = time.monotonic() position = 0 velocity = 0 acceleration = 0 times = [] positions = [] velocities = [] accelerations = [] def __init__(self, name=''): self.time = time.monotonic() def __getattr__(self, name): if name == 'pos': return self.position elif name == 'vel': return self.velocity elif name == 'accel': return self.acceleration elif name in ['vels', 'velocitys'] return self.velocities elif name == 'accels': return self.acceleartions def valid(self, key, value): #validify the value according to its field booly = True if key in ['pos','position','vel','velocity','accel','acceleration','time', ]: booly &= isinstance(value, (int,float)) if key == 'time': booly &= value >= 0 if key in ['positions','velocities','velocitys','accelerations','times']: booly &= isinstance(value, list) try: booly &= all([isinstance(x, (int,float) for x in value)]) if key == 'times': booly &= all([x>=0 for x in value]) except Attribute, ValueError as e: return False return booly def last_value(self, key, amount=1, force=True): #get the last 'amount' values for key to_return = [] key += 's' #plural key vals = getattr(self,key) for i in range(amount): try: val = vals[-i] to_return.append(val) except AttributeError, ValueError as e: logging.critical("Cannot get key '{}' at index '{}', {}".format(key,i,e)) if not force: return [] return to_return def clear(self): if self.dimension == 1: self.time = time.monotonic() self.position, self.velocity, self.acceleartion = 0, 0, 0 self.times, self.positions, self.velocities, self.accelerations = [], [], [], [] def update(self, time=self.time, pos=self.position, vel=self.velocity, accel=self.acceleration): #puts active values to stored values. completes any calculations required #must have position. for every consecutive field, either get it or calculate if self.valid('pos',pos): #velocity if not self.valid('vel',vel): ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF SyntaxError: expected ':' at line 49 ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 💡 Suggestions: Complete the expression on the last line Review code syntax
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 6
| 5
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport time, threading, logging\nimport numpy as np\nfrom PIL import Image, ImageGrab\nfrom pynput.keyboard import Key, KeyCode, Controller\n\nlogging.basicConfig(\n level=logging.DEBUG,\n filename= 'logging.txt',\n format='%(asctime)s - %(levelname)s - %(message)s'\n )\n\nclass PlayerController():\n pass\n\nclass ScreenshotManager():\n pass\n\nclass FishingController():\n pass\n\nclass RoamingController():\n pass\n\nclass KineticParticle():\n dimensions = 1\n #calculation range\n average_between = 2\n\n time = time.monotonic()\n position = 0\n velocity = 0\n acceleration = 0\n\n times = []\n positions = []\n velocities = []\n accelerations = []\n\n def __init__(self, name=''):\n self.time = time.monotonic()\n\n def __getattr__(self, name):\n if name == 'pos':\n return self.position\n elif name == 'vel':\n return self.velocity\n elif name == 'accel':\n return self.acceleration\n elif name in ['vels', 'velocitys']\n return self.velocities\n elif name == 'accels':\n return self.acceleartions\n\n def valid(self, key, value):\n #validify the value according to its field\n booly = True\n if key in ['pos','position','vel','velocity','accel','acceleration','time', ]:\n booly &= isinstance(value, (int,float))\n if key == 'time':\n booly &= value >= 0\n if key in ['positions','velocities','velocitys','accelerations','times']:\n booly &= isinstance(value, list)\n try:\n booly &= all([isinstance(x, (int,float) for x in value)])\n if key == 'times':\n booly &= all([x>=0 for x in value])\n except Attribute, ValueError as e:\n return False\n return booly\n\n def last_value(self, key, amount=1, force=True):\n #get the last 'amount' values for key\n to_return = []\n key += 's' #plural key\n vals = getattr(self,key)\n for i in range(amount):\n try:\n val = vals[-i]\n to_return.append(val)\n except AttributeError, ValueError as e:\n logging.critical(\"Cannot get key '{}' at index '{}', {}\".format(key,i,e))\n if not force:\n return []\n return to_return\n\n def clear(self):\n if self.dimension == 1:\n self.time = time.monotonic()\n self.position, self.velocity, self.acceleartion = 0, 0, 0\n self.times, self.positions, self.velocities, self.accelerations = [], [], [], []\n\n def update(self, time=self.time, pos=self.position, vel=self.velocity, accel=self.acceleration):\n #puts active values to stored values. completes any calculations required\n #must have position. for every consecutive field, either get it or calculate\n if self.valid('pos',pos):\n #velocity\n if not self.valid('vel',vel):\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n SyntaxError: expected ':' at line 49\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review code syntax"}]
| false
| null | null | null |
3f27a1e366c289044e9c0ed4600ff2aa896ba291
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: """Add description to organization Revision ID: 92d69baf99d8 Revises: 01a76d8df7ae Create Date: 2020-04-07 16:14:01.977032 """ from alembic import op import sqlalchemy as sa Error: SyntaxError / EOF
|
Fixed Code: """Add description to organization Revision ID: 92d69baf99d8 Revises: 01a76d8df7ae Create Date: 2020-04-07 16:14:01.977032 """ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision = '92d69baf99d8' down_revision = '01a76d8df7ae' Explanation: Complete the truncated code structure
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 175
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"Add description to organization\n\nRevision ID: 92d69baf99d8\nRevises: 01a76d8df7ae\nCreate Date: 2020-04-07 16:14:01.977032\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"Add description to organization\n\nRevision ID: 92d69baf99d8\nRevises: 01a76d8df7ae\nCreate Date: 2020-04-07 16:14:01.977032\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\n\n\n# revision identifiers, used by Alembic.\nrevision = '92d69baf99d8'\ndown_revision = '01a76d8df7ae'\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f27a88f3637eb967f941380f40fefa82285fb39
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: # Cloud Automation Services SDK for Python # Copyright (c) 2019 VMware, Inc. All Rights Reserved. # SPDX-License-Identifier: Apache-2.0 class Subscription: """ Class for methods related to Event Broker Subscriptions. :method list: Returns an array of all subscriptions that are flagged as runnable. :method describe: Returns the full schema of the associated subscription. :method delete: Deletes the subscription. """ def __init__(self, subscription): self.name = subscription['name'] self.id = subscription['id'] self.type = subscription['type'] @staticmethod def list(session): """Retrieves list of all subscriptions that the logged-in user has access to. :param session: The session object. :type session: object :return: A list of subscriptions. :rtype: list """ uri ='/event-broker/api/subscriptions/' j = session._request(f'{session.baseurl}{uri}') subs = [] for i in j['content']: if i['type'] == 'RUNNABLE': print(i['name']) subs.append(i) return subs @staticmethod def describe(session, id): """Retrieves the detailed schema of a single subscription that the logged-in user has access to. :param session: The session object. :type session: object :param id: The ID of a subscription :type id: string :return: A detailed schema of a subscriptions. :rtype: list """ uri = f'/event-broker/api/subscriptions/{id}' return session._request(f'{session.baseurl}{uri}') @staticmethod def delete(session, id): """Deletes an Event Broker subscription based on a supplied id. :param session: The session object. :type session: object :param id: The ID of a subscription :type id: string :return: Success/Failure. :rtype: status code """ uri = f'/event-broker/api/subscriptions/{id}' return session._request(f'{session.baseurl}{uri}', request_method='DELETE' ) class Action: """ Class for methods related to ABX Actions. :method list: Returns the ids for ABX Actions. :method describe: Returns the full schema of a single ABX Action. :method delete: Deletes an ABX Action. """ def __init__(self, action): self.name = action['name'] self.id = action['id'] self.runtime = action['runtime'] self.providers = action['configuration']['const-providers'] self.projectid = action['projectId'] self.selfLink = action['selfLink'] @staticmethod ... [3 more functiondefs truncated] ...
|
Functions: __init__, list, describe, delete, __init__ Classes: Subscription, Action This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 5
| 2
| 2,829
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Cloud Automation Services SDK for Python\n# Copyright (c) 2019 VMware, Inc. All Rights Reserved.\n\n# SPDX-License-Identifier: Apache-2.0\n\nclass Subscription: \n \"\"\"\n Class for methods related to Event Broker Subscriptions.\n :method list: Returns an array of all subscriptions that are\n flagged as runnable.\n :method describe: Returns the full schema of the associated\n subscription.\n :method delete: Deletes the subscription.\n \"\"\"\n\n def __init__(self, subscription):\n self.name = subscription['name']\n self.id = subscription['id']\n self.type = subscription['type']\n\n @staticmethod\n def list(session):\n \"\"\"Retrieves list of all subscriptions that the logged-in\n user has access to.\n\n :param session: The session object.\n :type session: object\n :return: A list of subscriptions.\n :rtype: list\n \"\"\"\n uri ='/event-broker/api/subscriptions/'\n j = session._request(f'{session.baseurl}{uri}')\n subs = []\n for i in j['content']: \n if i['type'] == 'RUNNABLE':\n print(i['name'])\n subs.append(i)\n return subs\n\n @staticmethod\n def describe(session, id):\n \"\"\"Retrieves the detailed schema of a single \n subscription that the logged-in user has access to.\n\n :param session: The session object.\n :type session: object\n :param id: The ID of a subscription\n :type id: string\n :return: A detailed schema of a subscriptions.\n :rtype: list\n \"\"\"\n uri = f'/event-broker/api/subscriptions/{id}'\n return session._request(f'{session.baseurl}{uri}')\n\n @staticmethod\n def delete(session, id):\n \"\"\"Deletes an Event Broker subscription based on a supplied\n id.\n\n :param session: The session object.\n :type session: object\n :param id: The ID of a subscription\n :type id: string\n :return: Success/Failure.\n :rtype: status code\n \"\"\"\n uri = f'/event-broker/api/subscriptions/{id}'\n return session._request(f'{session.baseurl}{uri}',\n request_method='DELETE'\n )\n\nclass Action:\n \"\"\"\n Class for methods related to ABX Actions.\n :method list: Returns the ids for ABX Actions.\n :method describe: Returns the full schema of a single ABX Action.\n :method delete: Deletes an ABX Action.\n \"\"\"\n\n def __init__(self, action):\n self.name = action['name']\n self.id = action['id']\n self.runtime = action['runtime']\n self.providers = action['configuration']['const-providers']\n self.projectid = action['projectId']\n self.selfLink = action['selfLink']\n\n @staticmethod\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, list, describe, delete, __init__\n Classes: Subscription, Action\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f2860ca693077b05ae3ac6350ad50ba4043def1
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- """ genres component module. """ from pyrin.application.decorators import component from pyrin.application.structs import Component from charma.genres import GenresPackage from charma.genres.manager import GenresManager
|
@component(GenresPackage.COMPONENT_NAME) class GenresComponent(Component, GenresManager): """ genres component class. """ pass
|
intermediate
|
oop
|
code_completion
|
Pythoncode:Python
| 0
| 1
| 391
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\ngenres component module.\n\"\"\"\n\nfrom pyrin.application.decorators import component\nfrom pyrin.application.structs import Component\n\nfrom charma.genres import GenresPackage\nfrom charma.genres.manager import GenresManager"}, {"role": "assistant", "content": "\n\n@component(GenresPackage.COMPONENT_NAME)\nclass GenresComponent(Component, GenresManager):\n \"\"\"\n genres component class.\n \"\"\"\n pass"}]
| false
| null | null | null |
3f2963b622ec37aff0732dce97552cb37b293e03
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: from django.test import TestCase from django.contrib.auth import authenticate, login, logout from django.contrib.auth.models import User from truco.constants import * from truco.models import * class TrucoTests(TestCase): # Complete this line """ Creamos nuevos elementos en la base de datos para hacer los tests """ ... [14 more functiondefs truncated] ...
|
The missing line is:
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 359
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.test import TestCase\nfrom django.contrib.auth import authenticate, login, logout\nfrom django.contrib.auth.models import User\nfrom truco.constants import *\nfrom truco.models import *\n\n\nclass TrucoTests(TestCase):\n # Complete this line\n \"\"\"\n Creamos nuevos elementos en la base de datos para hacer los tests\n \"\"\"\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
3f29b0ea0ba42cf32888b17ce47c2bba6fa451ee
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import typing import os import json import hashlib import shutil import jk_utils class IOContext(object): ################################################################################################################################ ## Constructor ################################################################################################################################ def __init__(self): self.__chmodValueDir = jk_utils.ChModValue("rwx------") self.__chmodValueDirI = self.__chmodValueDir.toInt() self.__chmodValueFile = jk_utils.ChModValue("rw-------") self.__chmodValueFileI = self.__chmodValueFile.toInt() self.__spoolChunkSize = 262144 # 256K self.__bAutoFlush = False # ################################################################################################################################ ## Public Properties ################################################################################################################################ @property def chmodValueDir(self) -> jk_utils.ChModValue: return self.__chmodValueDir # @property def chmodValueDirI(self) -> int: return self.__chmodValueDirI # @property def chmodValueFile(self) -> jk_utils.ChModValue: return self.__chmodValueFile # @property def chmodValueFileI(self) -> int: return self.__chmodValueFileI # ################################################################################################################################ ## Public Methods ################################################################################################################################ def absPath(self, baseDirPath:str, path:str): if os.path.isabs(path): return path else: return os.path.join(baseDirPath, path) # def makeDir(self, dirPath:str): os.makedirs(dirPath, self.__chmodValueDirI) os.chmod(dirPath, self.__chmodValueDirI) # def setDirMode(self, dirPath:str): os.chmod(dirPath, self.__chmodValueDirI) # def setFileMode(self, filePath:str): os.chmod(filePath, self.__chmodValueFileI) # def writeToFileStr(self, strData:str, filePath:str, bFlush:bool = False, bSafe:bool = False): if bSafe: tmpFilePath = filePath + ".tmp" bakFilePath = filePath + ".bak" fdesc = os.open(tmpFilePath, os.O_WRONLY | os.O_CREAT | os.O_TRUNC, self.__chmodValueFileI) with os.fdopen(fdesc, "w") as f: f.write(strData) if self.__bAutoFlush or bFlush: f.flush() if os.path.isfile(bakFilePath): os.unlink(bakFilePath) if os.path.isfile(filePath): os.rename(filePath, bakFilePath) os.rename(tmpFilePath, filePath) if os.path.isfile(bakFilePath): os.unlink(bakFilePath) else: fdesc = os.open(filePath, os.O_WRONLY | os.O_CREAT | os.O_TRUNC, self.__chmodValueFileI) with os.fdopen(fdesc, "w") as f: f.write(strData) if self.__bAutoFlush or bFlush: f.flush() # ... [18 more functiondefs truncated] ...
|
Functions: __init__, chmodValueDir, chmodValueDirI, chmodValueFile, chmodValueFileI Classes: IOContext This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 10
| 1
| 2,949
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\n\n\nimport typing\nimport os\nimport json\nimport hashlib\nimport shutil\n\nimport jk_utils\n\n\n\n\n\n\n\nclass IOContext(object):\n\n\t################################################################################################################################\n\t## Constructor\n\t################################################################################################################################\n\n\tdef __init__(self):\n\t\tself.__chmodValueDir = jk_utils.ChModValue(\"rwx------\")\n\t\tself.__chmodValueDirI = self.__chmodValueDir.toInt()\n\n\t\tself.__chmodValueFile = jk_utils.ChModValue(\"rw-------\")\n\t\tself.__chmodValueFileI = self.__chmodValueFile.toInt()\n\n\t\tself.__spoolChunkSize = 262144\t \t# 256K\n\t\tself.__bAutoFlush = False\n\t#\n\n\t################################################################################################################################\n\t## Public Properties\n\t################################################################################################################################\n\n\t@property\n\tdef chmodValueDir(self) -> jk_utils.ChModValue:\n\t\treturn self.__chmodValueDir\n\t#\n\n\t@property\n\tdef chmodValueDirI(self) -> int:\n\t\treturn self.__chmodValueDirI\n\t#\n\n\t@property\n\tdef chmodValueFile(self) -> jk_utils.ChModValue:\n\t\treturn self.__chmodValueFile\n\t#\n\n\t@property\n\tdef chmodValueFileI(self) -> int:\n\t\treturn self.__chmodValueFileI\n\t#\n\n\t################################################################################################################################\n\t## Public Methods\n\t################################################################################################################################\n\n\tdef absPath(self, baseDirPath:str, path:str):\n\t\tif os.path.isabs(path):\n\t\t\treturn path\n\t\telse:\n\t\t\treturn os.path.join(baseDirPath, path)\n\t#\n\n\tdef makeDir(self, dirPath:str):\n\t\tos.makedirs(dirPath, self.__chmodValueDirI)\n\t\tos.chmod(dirPath, self.__chmodValueDirI)\n\t#\n\n\tdef setDirMode(self, dirPath:str):\n\t\tos.chmod(dirPath, self.__chmodValueDirI)\n\t#\n\n\tdef setFileMode(self, filePath:str):\n\t\tos.chmod(filePath, self.__chmodValueFileI)\n\t#\n\n\tdef writeToFileStr(self, strData:str, filePath:str, bFlush:bool = False, bSafe:bool = False):\n\t\tif bSafe:\n\n\t\t\ttmpFilePath = filePath + \".tmp\"\n\t\t\tbakFilePath = filePath + \".bak\"\n\n\t\t\tfdesc = os.open(tmpFilePath, os.O_WRONLY | os.O_CREAT | os.O_TRUNC, self.__chmodValueFileI)\n\t\t\twith os.fdopen(fdesc, \"w\") as f:\n\t\t\t\tf.write(strData)\n\t\t\t\tif self.__bAutoFlush or bFlush:\n\t\t\t\t\tf.flush()\n\n\t\t\tif os.path.isfile(bakFilePath):\n\t\t\t\tos.unlink(bakFilePath)\n\n\t\t\tif os.path.isfile(filePath):\n\t\t\t\tos.rename(filePath, bakFilePath)\n\t\t\tos.rename(tmpFilePath, filePath)\n\t\t\tif os.path.isfile(bakFilePath):\n\t\t\t\tos.unlink(bakFilePath)\n\n\t\telse:\n\n\t\t\tfdesc = os.open(filePath, os.O_WRONLY | os.O_CREAT | os.O_TRUNC, self.__chmodValueFileI)\n\t\t\twith os.fdopen(fdesc, \"w\") as f:\n\t\t\t\tf.write(strData)\n\t\t\t\tif self.__bAutoFlush or bFlush:\n\t\t\t\t\tf.flush()\n\t#\n\n\n ... [18 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, chmodValueDir, chmodValueDirI, chmodValueFile, chmodValueFileI\n Classes: IOContext\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f2aba40deeaad7543efecff7429bda16a89e074
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: """ Contains some code, copied from django, to support different versions of django. """ from django.utils.encoding import iri_to_uri from django.utils.encoding import escape_uri_path def get_full_path(request, force_append_slash=False): """ Copied from django.http.request.get_full_path (django 1.9) to support older versions of django. """
|
# RFC 3986 requires query string arguments to be in the ASCII range. # Rather than crash if this doesn't happen, we encode defensively. return '%s%s%s' % ( escape_uri_path(request.path), '/' if force_append_slash and not request.path.endswith('/') else '', ('?' + iri_to_uri(request.META.get('QUERY_STRING', ''))) if request.META.get('QUERY_STRING', '') else '' )
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 764
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\nContains some code, copied from django, to support different versions of django.\n\"\"\"\nfrom django.utils.encoding import iri_to_uri\nfrom django.utils.encoding import escape_uri_path\n\n\ndef get_full_path(request, force_append_slash=False):\n \"\"\"\n Copied from django.http.request.get_full_path (django 1.9) to support\n older versions of django.\n \"\"\""}, {"role": "assistant", "content": "\n # RFC 3986 requires query string arguments to be in the ASCII range.\n # Rather than crash if this doesn't happen, we encode defensively.\n return '%s%s%s' % (\n escape_uri_path(request.path),\n '/' if force_append_slash and not request.path.endswith('/') else '',\n ('?' + iri_to_uri(request.META.get('QUERY_STRING', ''))) if request.META.get('QUERY_STRING', '') else ''\n )"}]
| false
| null | null | null |
3f2c532cdc331c556af9246c287a98188efcee0a
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: # How to check if Python string contains another string # The find method # string.find(substring) a_string="PythonProgramming" substring1="Programming" substring2="Language" print("Check if "+a_string+" contains "+substring1+":") print(a_string.find(substring1)) print("Check if "+a_string+" contains "+substring2+":") print(a_string.find(substring2)) # The in operator # substring in string a_string="PythonProgramming" # Complete this line substring2="Language" print("Check if "+a_string+" contains "+substring1+":") print(substring1 in a_string) print("Check if "+a_string+" contains "+substring2+":") print(substring2 in a_string) # The count method # string.count(substring) a_string="PythonProgramming" substring1="Programming" substring2="Language" print("Check if "+a_string+" contains "+substring1+":") print(a_string.count(substring1)) print("Check if "+a_string+" contains "+substring2+":") print(a_string.count(substring2))
|
The missing line is: substring1="Programming"
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 952
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# How to check if Python string contains another string\n\n# The find method\n\n# string.find(substring)\n\na_string=\"PythonProgramming\" \nsubstring1=\"Programming\" \nsubstring2=\"Language\" \nprint(\"Check if \"+a_string+\" contains \"+substring1+\":\")\nprint(a_string.find(substring1)) \nprint(\"Check if \"+a_string+\" contains \"+substring2+\":\")\nprint(a_string.find(substring2))\n\n# The in operator\n# substring in string\n\na_string=\"PythonProgramming\"\n # Complete this line\nsubstring2=\"Language\"\nprint(\"Check if \"+a_string+\" contains \"+substring1+\":\")\nprint(substring1 in a_string)\nprint(\"Check if \"+a_string+\" contains \"+substring2+\":\")\nprint(substring2 in a_string)\n\n# The count method\n# string.count(substring)\n\na_string=\"PythonProgramming\"\nsubstring1=\"Programming\"\nsubstring2=\"Language\"\nprint(\"Check if \"+a_string+\" contains \"+substring1+\":\")\nprint(a_string.count(substring1))\nprint(\"Check if \"+a_string+\" contains \"+substring2+\":\")\nprint(a_string.count(substring2))"}, {"role": "assistant", "content": "The missing line is:\nsubstring1=\"Programming\""}]
| false
| null | null | null |
3f2cbe4288a105f0d5ef62128d2a22322194156a
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def fix_js_args(func): '''Use this function when unsure whether func takes this and arguments as its last 2 args. It will append 2 args if it does not.''' fcode = six.get_function_code(func) fargs = fcode.co_varnames[fcode.co_argcount - 2:fcode.co_argcount] if fargs == ('this', 'arguments') or fargs == ('arguments', 'var')
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 2 • SyntaxError: expected ':' at line 6 Fixes: • Add closing quote at line 2 • Review code syntax
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 347
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef fix_js_args(func):\n '''Use this function when unsure whether func takes this and arguments as its last 2 args.\n It will append 2 args if it does not.'''\n fcode = six.get_function_code(func)\n fargs = fcode.co_varnames[fcode.co_argcount - 2:fcode.co_argcount]\n if fargs == ('this', 'arguments') or fargs == ('arguments', 'var')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 2\n \u2022 SyntaxError: expected ':' at line 6\n\n Fixes:\n \u2022 Add closing quote at line 2\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
3f2cbeb9c010450ebf4b445338f72d60ff299bae
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: from ralph.accounts.api import RalphUserSimpleSerializer from ralph.api import RalphAPIViewSet, router from ralph.assets.api.serializers import RalphAPISerializer from ralph.sim_cards.models import CellularCarrier, SIMCard, SIMCardFeatures class CellularCarrierSerializer(RalphAPISerializer): class Meta: model = CellularCarrier fields = ['name'] class SIMCardFeaturesSerializer(RalphAPISerializer): class Meta: model = SIMCardFeatures fields = ['name'] class SIMCardSerializer(RalphAPISerializer): carrier = CellularCarrierSerializer() features = SIMCardFeaturesSerializer(many=True) user = RalphUserSimpleSerializer() owner = RalphUserSimpleSerializer() class Meta: model = SIMCard fields = ['status', 'card_number', 'phone_number', 'pin1', 'puk1', 'user', 'owner', 'warehouse', 'carrier', 'features', 'quarantine_until', 'modified'] class CellularCarrierViewSet(RalphAPIViewSet): queryset = CellularCarrier.objects.all() serializer_class = CellularCarrierSerializer class SIMCardFeatureViewSet(RalphAPIViewSet): queryset = SIMCardFeatures.objects.all() serializer_class = SIMCardFeaturesSerializer class SIMCardViewSet(RalphAPIViewSet): queryset = SIMCard.objects.all() serializer_class = SIMCardSerializer select_related = ['carrier', 'user', 'owner'] prefetch_related = ['features'] filter_fields = ['user__username', 'features__name', 'owner__username', 'carrier__name'] router.register(r'sim-card-feature', SIMCardFeatureViewSet) router.register(r'sim-card-cellular-carrier', CellularCarrierViewSet) router.register(r'sim-card', SIMCardViewSet) urlpatterns = []
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 9
| 1,753
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom ralph.accounts.api import RalphUserSimpleSerializer\nfrom ralph.api import RalphAPIViewSet, router\nfrom ralph.assets.api.serializers import RalphAPISerializer\nfrom ralph.sim_cards.models import CellularCarrier, SIMCard, SIMCardFeatures\n\n\nclass CellularCarrierSerializer(RalphAPISerializer):\n class Meta:\n model = CellularCarrier\n fields = ['name']\n\n\nclass SIMCardFeaturesSerializer(RalphAPISerializer):\n class Meta:\n model = SIMCardFeatures\n fields = ['name']\n\n\nclass SIMCardSerializer(RalphAPISerializer):\n carrier = CellularCarrierSerializer()\n features = SIMCardFeaturesSerializer(many=True)\n user = RalphUserSimpleSerializer()\n owner = RalphUserSimpleSerializer()\n\n class Meta:\n model = SIMCard\n fields = ['status', 'card_number', 'phone_number', 'pin1', 'puk1',\n 'user', 'owner', 'warehouse', 'carrier', 'features',\n 'quarantine_until', 'modified']\n\n\nclass CellularCarrierViewSet(RalphAPIViewSet):\n queryset = CellularCarrier.objects.all()\n serializer_class = CellularCarrierSerializer\n\n\nclass SIMCardFeatureViewSet(RalphAPIViewSet):\n queryset = SIMCardFeatures.objects.all()\n serializer_class = SIMCardFeaturesSerializer\n\n\nclass SIMCardViewSet(RalphAPIViewSet):\n queryset = SIMCard.objects.all()\n serializer_class = SIMCardSerializer\n select_related = ['carrier', 'user', 'owner']\n prefetch_related = ['features']\n filter_fields = ['user__username', 'features__name', 'owner__username',\n 'carrier__name']\n\n\nrouter.register(r'sim-card-feature', SIMCardFeatureViewSet)\nrouter.register(r'sim-card-cellular-carrier', CellularCarrierViewSet)\nrouter.register(r'sim-card', SIMCardViewSet)\nurlpatterns = []"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
3f2e4fba06e85ab4648da89c7086d235e8f98ab7
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: from logger import LOGGER from pyrogram.types import Message from config import Config from pyrogram import (
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 110
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\nfrom logger import LOGGER\nfrom pyrogram.types import Message\nfrom config import Config\nfrom pyrogram import ("}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
3f2e7852fe03c18d307f727854ab113e2388a9e6
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: import argparse import json import logging import os import time import librosa import numpy as np import torch from scipy.io.wavfile import write from daft_exprt.data_loader import prepare_data_loaders from daft_exprt.extract_features import mel_spectrogram_HiFi, rescale_wav_to_float32 from daft_exprt.hparams import HyperParams from daft_exprt.model import DaftExprt from daft_exprt.utils import estimate_required_time ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 21: ... [2 more functiondefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
ui
|
code_review
|
Pythoncode:Python
| 0
| 0
| 474
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport argparse\nimport json\nimport logging\nimport os\nimport time\n\nimport librosa\nimport numpy as np\nimport torch\n\nfrom scipy.io.wavfile import write\n\nfrom daft_exprt.data_loader import prepare_data_loaders\nfrom daft_exprt.extract_features import mel_spectrogram_HiFi, rescale_wav_to_float32\nfrom daft_exprt.hparams import HyperParams\nfrom daft_exprt.model import DaftExprt\nfrom daft_exprt.utils import estimate_required_time\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 21: ... [2 more functiondefs truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
3f313cd30a1e46024cd552e5b438511c311d810a
|
TheStack--python--010.parquet
|
Debug this Pythoncode:Python code: import webbrowser import PyQt5 from PyQt5 import QtGui from PyQt5.QtWidgets import (QFileDialog, QMessageBox, QMainWindow) from PyQt5.QtCore import (Qt, QSize) from PyQt5.QtWidgets import (QListWidgetItem) from PyQt5.QtGui import (QPixmap, QTransform, QIcon, QImage) from PIL import Image from Ui_ImageViewer import Ui_ImageViewer from ExifImageModel import ExifImageModel from ExifViewer import ExifViewer class ImageViewer(QMainWindow): def __init__(self): super().__init__() # UI Initialization self.ui = Ui_ImageViewer() self.ui.setupUi(self) # Instantiates an object of type ExifView self.exif_viewer = ExifViewer() # Instantiates the model of type ExifImageModel self._model = ExifImageModel() # Some Parameters self.rotation_degree = 0 self.isRotated = False self.hasGPSInfo = False # Set the "click event" on the list images. self.ui.image_viewer_list.itemClicked.connect(self.upload_image_view) self.ui.image_viewer_list.itemClicked.connect(self.activate_remove_item_button) # Connect buttons to functions self.ui.add_image_btn.clicked.connect(self.add_image) self.ui.get_info_btn.clicked.connect(self.get_info) self.ui.clear_list_btn.clicked.connect(self.clear_list) self.ui.remove_item_btn.clicked.connect(self.remove_item) self.ui.left_rotate_btn.clicked.connect(self.left_rotate) self.ui.right_rotate_btn.clicked.connect(self.right_rotate) self.ui.geo_location_btn.clicked.connect(self.open_google_map) # Opens the widget to visualize General Details and Exif Details. def get_info(self): self.exif_viewer.tab_general_details_ui(self._model) self.exif_viewer.tab_exif_details_ui(self._model) self.exif_viewer.show() # Opens a File Dialog to choose the image to upload, then updates the model, fills and populate image list. ... [14 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 15 has no indented body Invalid syntax at line 56: ... [14 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 28 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 2
| 1
| 2,021
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport webbrowser\n\nimport PyQt5\nfrom PyQt5 import QtGui\nfrom PyQt5.QtWidgets import (QFileDialog, QMessageBox, QMainWindow)\nfrom PyQt5.QtCore import (Qt, QSize)\nfrom PyQt5.QtWidgets import (QListWidgetItem)\nfrom PyQt5.QtGui import (QPixmap, QTransform, QIcon, QImage)\nfrom PIL import Image\nfrom Ui_ImageViewer import Ui_ImageViewer\nfrom ExifImageModel import ExifImageModel\nfrom ExifViewer import ExifViewer\n\n\nclass ImageViewer(QMainWindow):\n\n def __init__(self):\n super().__init__()\n\n # UI Initialization\n self.ui = Ui_ImageViewer()\n self.ui.setupUi(self)\n\n # Instantiates an object of type ExifView\n self.exif_viewer = ExifViewer()\n\n # Instantiates the model of type ExifImageModel\n self._model = ExifImageModel()\n\n # Some Parameters\n self.rotation_degree = 0\n self.isRotated = False\n self.hasGPSInfo = False\n\n # Set the \"click event\" on the list images.\n self.ui.image_viewer_list.itemClicked.connect(self.upload_image_view)\n self.ui.image_viewer_list.itemClicked.connect(self.activate_remove_item_button)\n\n # Connect buttons to functions\n self.ui.add_image_btn.clicked.connect(self.add_image)\n self.ui.get_info_btn.clicked.connect(self.get_info)\n self.ui.clear_list_btn.clicked.connect(self.clear_list)\n self.ui.remove_item_btn.clicked.connect(self.remove_item)\n self.ui.left_rotate_btn.clicked.connect(self.left_rotate)\n self.ui.right_rotate_btn.clicked.connect(self.right_rotate)\n self.ui.geo_location_btn.clicked.connect(self.open_google_map)\n\n # Opens the widget to visualize General Details and Exif Details.\n def get_info(self):\n self.exif_viewer.tab_general_details_ui(self._model)\n self.exif_viewer.tab_exif_details_ui(self._model)\n self.exif_viewer.show()\n\n # Opens a File Dialog to choose the image to upload, then updates the model, fills and populate image list.\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 15 has no indented body\n Invalid syntax at line 56: ... [14 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
3f323b388a36f2457634ec6bb5f6ed869599b985
|
TheStack--python--010.parquet
|
Suggest refactoring for this Pythoncode:Python code: # The MIT License (MIT) # # Copyright (c) 2018 Ryan Brady <ryan@ryanbrady.org> # # 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 from pprint import pprint import jinja2 from filch import boards from filch import configuration class ContextMixin: """ A default context mixin that passes the keyword arguments received by get_context_data() as the template context. """ extra_context = None def get_context_data(self, **kwargs): kwargs.setdefault('view', self) if self.extra_context is not None: kwargs.update(self.extra_context) return kwargs class TemplateRenderMixin: template_name = None def get_template_names(self): """ Return a list of template names to be used for the report. Must return a list. May not be called if render_to_report() is overridden. """ if self.template_name is None: raise ImproperlyConfigured( "TemplateRenderMixin requires either a definition of " "'template_name' or an implementation of 'get_template_names()'") else: return [self.template_name] def render_to_report(self, context): # if there is a template present for the output, then merge the template # with the data with open(self.get_template_names(), 'r') as template_file: template_data = template_file.read() # Render the j2 template raw_template = jinja2.Environment().from_string( template_data) return raw_template.render(**context) class FileWriterMixin: output_name = None ... [7 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
ui
|
refactoring
|
Pythoncode:Python
| 3
| 3
| 2,712
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# The MIT License (MIT)\n#\n# Copyright (c) 2018 Ryan Brady <ryan@ryanbrady.org>\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in all\n# copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n# SOFTWARE.\nimport os\nfrom pprint import pprint\n\nimport jinja2\n\nfrom filch import boards\nfrom filch import configuration\n\n\nclass ContextMixin:\n \"\"\"\n A default context mixin that passes the keyword arguments received by\n get_context_data() as the template context.\n \"\"\"\n extra_context = None\n\n def get_context_data(self, **kwargs):\n kwargs.setdefault('view', self)\n if self.extra_context is not None:\n kwargs.update(self.extra_context)\n return kwargs\n\n\nclass TemplateRenderMixin:\n template_name = None\n\n def get_template_names(self):\n \"\"\"\n Return a list of template names to be used for the report. Must return\n a list. May not be called if render_to_report() is overridden.\n \"\"\"\n if self.template_name is None:\n raise ImproperlyConfigured(\n \"TemplateRenderMixin requires either a definition of \"\n \"'template_name' or an implementation of 'get_template_names()'\")\n else:\n return [self.template_name]\n\n def render_to_report(self, context):\n # if there is a template present for the output, then merge the template\n # with the data\n with open(self.get_template_names(), 'r') as template_file:\n template_data = template_file.read()\n # Render the j2 template\n raw_template = jinja2.Environment().from_string(\n template_data)\n return raw_template.render(**context)\n\n\nclass FileWriterMixin:\n output_name = None\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
3f328dc7460720578e0a7b40287d0e3a9d812138
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """Modify credit card dataset""" from typing import Union, List from h2oaicore.data import CustomData import datatable as dt import numpy as np import pandas as pd class CreditCardData(CustomData): @staticmethod def create_data(X: dt.Frame = None) -> Union[str, List[str], dt.Frame, List[dt.Frame], np.ndarray, List[np.ndarray], pd.DataFrame, List[pd.DataFrame]]: if X is None: return [] X[:, 'default payment next month leak'] = X[:, 'default payment next month'] return X
|
Syntax Analysis: Syntax Errors Found: • Block at line 10 has no indented body • IndentationError at line 13 Fixes: • Fix indentation to match Python syntax rules
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 674
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"Modify credit card dataset\"\"\"\n\nfrom typing import Union, List\nfrom h2oaicore.data import CustomData\nimport datatable as dt\nimport numpy as np\nimport pandas as pd\n\n\nclass CreditCardData(CustomData):\n\n @staticmethod\n def create_data(X: dt.Frame = None) -> Union[str, List[str],\n dt.Frame, List[dt.Frame],\n np.ndarray, List[np.ndarray],\n pd.DataFrame, List[pd.DataFrame]]:\n if X is None:\n return []\n X[:, 'default payment next month leak'] = X[:, 'default payment next month']\n\n return X"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 10 has no indented body\n \u2022 IndentationError at line 13\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
3f33407b67b4fbfd16690c71af776bb94aaf0c7a
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import typing from eb_sqs import settings from eb_sqs.worker.worker_factory import WorkerFactory from eb_sqs.worker.worker_task import WorkerTask def _get_kwarg_val(kwargs: dict, key: str, default: typing.Any) -> typing.Any: return kwargs.pop(key, default) if kwargs else default def func_delay_decorator(func: callable, queue_name: str, max_retries_count: int, use_pickle: bool): def wrapper(*args, **kwargs) -> typing.Any: queue = _get_kwarg_val(kwargs, 'queue_name', queue_name if queue_name else settings.DEFAULT_QUEUE) max_retries = _get_kwarg_val(kwargs, 'max_retries', max_retries_count if max_retries_count else settings.DEFAULT_MAX_RETRIES) pickle = _get_kwarg_val(kwargs, 'use_pickle', use_pickle if use_pickle else settings.USE_PICKLE) execute_inline = _get_kwarg_val(kwargs, 'execute_inline', False) or settings.EXECUTE_INLINE delay = _get_kwarg_val(kwargs, 'delay', settings.DEFAULT_DELAY) group_id = _get_kwarg_val(kwargs, 'group_id', None) worker = WorkerFactory.default().create() return worker.delay(group_id, queue, func, args, kwargs, max_retries, pickle, delay, execute_inline) return wrapper def func_retry_decorator(worker_task: WorkerTask): def wrapper(*args, **kwargs): execute_inline = _get_kwarg_val(kwargs, 'execute_inline', False) or settings.EXECUTE_INLINE delay = _get_kwarg_val(kwargs, 'delay', settings.DEFAULT_DELAY) count_retries = _get_kwarg_val(kwargs, 'count_retries', settings.DEFAULT_COUNT_RETRIES) worker = WorkerFactory.default().create() return worker.retry(worker_task, delay, execute_inline, count_retries) return wrapper class task(object): def __init__(self, queue_name: str=None, max_retries: int=None, use_pickle: bool=None): self.queue_name = queue_name self.max_retries = max_retries self.use_pickle = use_pickle def __call__(self, *args, **kwargs): func = args[0] func.retry_num = 0 func.delay = func_delay_decorator(func, self.queue_name, self.max_retries, self.use_pickle) return func
|
Functions: _get_kwarg_val, func_delay_decorator, wrapper, func_retry_decorator, wrapper Classes: task This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 7
| 1
| 2,178
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport typing\n\nfrom eb_sqs import settings\nfrom eb_sqs.worker.worker_factory import WorkerFactory\nfrom eb_sqs.worker.worker_task import WorkerTask\n\n\ndef _get_kwarg_val(kwargs: dict, key: str, default: typing.Any) -> typing.Any:\n return kwargs.pop(key, default) if kwargs else default\n\n\ndef func_delay_decorator(func: callable, queue_name: str, max_retries_count: int, use_pickle: bool):\n def wrapper(*args, **kwargs) -> typing.Any:\n queue = _get_kwarg_val(kwargs, 'queue_name', queue_name if queue_name else settings.DEFAULT_QUEUE)\n max_retries = _get_kwarg_val(kwargs, 'max_retries',\n max_retries_count if max_retries_count else settings.DEFAULT_MAX_RETRIES)\n pickle = _get_kwarg_val(kwargs, 'use_pickle', use_pickle if use_pickle else settings.USE_PICKLE)\n\n execute_inline = _get_kwarg_val(kwargs, 'execute_inline', False) or settings.EXECUTE_INLINE\n delay = _get_kwarg_val(kwargs, 'delay', settings.DEFAULT_DELAY)\n group_id = _get_kwarg_val(kwargs, 'group_id', None)\n\n worker = WorkerFactory.default().create()\n return worker.delay(group_id, queue, func, args, kwargs, max_retries, pickle, delay, execute_inline)\n\n return wrapper\n\n\ndef func_retry_decorator(worker_task: WorkerTask):\n def wrapper(*args, **kwargs):\n execute_inline = _get_kwarg_val(kwargs, 'execute_inline', False) or settings.EXECUTE_INLINE\n delay = _get_kwarg_val(kwargs, 'delay', settings.DEFAULT_DELAY)\n count_retries = _get_kwarg_val(kwargs, 'count_retries', settings.DEFAULT_COUNT_RETRIES)\n\n worker = WorkerFactory.default().create()\n return worker.retry(worker_task, delay, execute_inline, count_retries)\n\n return wrapper\n\n\nclass task(object):\n def __init__(self, queue_name: str=None, max_retries: int=None, use_pickle: bool=None):\n self.queue_name = queue_name\n self.max_retries = max_retries\n self.use_pickle = use_pickle\n\n def __call__(self, *args, **kwargs):\n func = args[0]\n func.retry_num = 0\n func.delay = func_delay_decorator(func, self.queue_name, self.max_retries, self.use_pickle)\n return func"}, {"role": "assistant", "content": " Functions: _get_kwarg_val, func_delay_decorator, wrapper, func_retry_decorator, wrapper\n Classes: task\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f33e72877d4dca02af4fd953735d2d432dcf476
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: # Copyright 2021, The TensorFlow Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import unittest from absl.testing import parameterized from tensorflow_privacy.privacy.analysis import compute_dp_sgd_privacy_lib from tensorflow_privacy.privacy.logistic_regression import datasets from tensorflow_privacy.privacy.logistic_regression import multinomial_logistic class MultinomialLogisticRegressionTest(parameterized.TestCase): @parameterized.parameters( (5000, 500, 3, 1, 1e-5, 40, 2, 0.05), (5000, 500, 4, 1, 1e-5, 40, 2, 0.05), (10000, 1000, 3, 1, 1e-5, 40, 4, 0.1), (10000, 1000, 4, 1, 1e-5, 40, 4, 0.1),
|
) def test_logistic_objective_perturbation(self, num_train, num_test, dimension, epsilon, delta, epochs, num_classes, tolerance): (train_dataset, test_dataset) = datasets.synthetic_linearly_separable_data( num_train, num_test, dimension, num_classes) accuracy = multinomial_logistic.logistic_objective_perturbation( train_dataset, test_dataset, epsilon, delta, epochs, num_classes, 1) # Since the synthetic data is linearly separable, we expect the test # accuracy to come arbitrarily close to 1 as the number of training examples # grows. self.assertAlmostEqual(accuracy[-1], 1, delta=tolerance) @parameterized.parameters( (1, 1, 1e-5, 40, 1, 1e-2), (500, 0.1, 1e-5, 40, 50, 1e-2), (5000, 10, 1e-5, 40, 10, 1e-3), ) ... [2 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 2,061
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2021, The TensorFlow Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport unittest\n\nfrom absl.testing import parameterized\nfrom tensorflow_privacy.privacy.analysis import compute_dp_sgd_privacy_lib\nfrom tensorflow_privacy.privacy.logistic_regression import datasets\nfrom tensorflow_privacy.privacy.logistic_regression import multinomial_logistic\n\n\nclass MultinomialLogisticRegressionTest(parameterized.TestCase):\n\n @parameterized.parameters(\n (5000, 500, 3, 1, 1e-5, 40, 2, 0.05),\n (5000, 500, 4, 1, 1e-5, 40, 2, 0.05),\n (10000, 1000, 3, 1, 1e-5, 40, 4, 0.1),\n (10000, 1000, 4, 1, 1e-5, 40, 4, 0.1),"}, {"role": "assistant", "content": "\n )\n def test_logistic_objective_perturbation(self, num_train, num_test, dimension,\n epsilon, delta, epochs, num_classes,\n tolerance):\n (train_dataset, test_dataset) = datasets.synthetic_linearly_separable_data(\n num_train, num_test, dimension, num_classes)\n accuracy = multinomial_logistic.logistic_objective_perturbation(\n train_dataset, test_dataset, epsilon, delta, epochs, num_classes, 1)\n # Since the synthetic data is linearly separable, we expect the test\n # accuracy to come arbitrarily close to 1 as the number of training examples\n # grows.\n self.assertAlmostEqual(accuracy[-1], 1, delta=tolerance)\n\n @parameterized.parameters(\n (1, 1, 1e-5, 40, 1, 1e-2),\n (500, 0.1, 1e-5, 40, 50, 1e-2),\n (5000, 10, 1e-5, 40, 10, 1e-3),\n )\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
3f347639392a2a2c8f6b48401251f01d1ba39b00
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python import sys, subprocess, os, itertools, argparse from Bio import SeqIO from Bio.SeqIO.FastaIO import SimpleFastaParser #setup menu with argparse class MyFormatter(argparse.ArgumentDefaultsHelpFormatter): def __init__(self,prog): super(MyFormatter,self).__init__(prog,max_help_position=48) parser=argparse.ArgumentParser(prog='contig_cleaner.py', usage="%(prog)s [options] -i genome.fa -o cleaned.fa", description='''Script that removes short scaffolds that are duplicated elsewhere.''', epilog="""Written by Jon Palmer (2016) nextgenusfs@gmail.com""", formatter_class = MyFormatter) parser.add_argument('-i','--input', required=True, help='Multi-fasta genome file') parser.add_argument('-o','--out', required=True, help='Cleaned output (FASTA)') parser.add_argument('-p','--pident', type=int, default=95, help='percent identity of contig' parser.add_argument('-c','--cov', type=int, default=95, help='coverage of contig') parser.add_argument('-m','--minlen', type=int, default=500, help='Minimum length of contig') parser.add_argument('--exhaustive', action='store_true', help='Compute every contig, else stop at N50') parser.add_argument('--method', default='minimap2', choices=['mummer', 'minimap2'], help='program to use for calculating overlaps') parser.add_argument('--debug', action='store_true', help='Debug the output') args=parser.parse_args() def which(name): try: with open(os.devnull) as devnull: subprocess.Popen([name, '--version'], stdout=devnull, stderr=devnull).communicate() except OSError as e: if e.errno == os.errno.ENOENT: return False return True def CheckDependencies(input): missing = [] for p in input: if which(p) == False: missing.append(p) if missing != []: error = ", ".join(missing) log.error("Missing Dependencies: %s. Please install missing dependencies and re-run script" % (error)) sys.exit(1) def calcN50(input): lengths = [] with open(input, 'rU') as infile: for id, sequence in SimpleFastaParser(infile): lengths.append(len(sequence)) #now get N50 lengths.sort() nlist = [] for x in lengths: nlist += [x]*x if len(nlist) % 2 == 0: medianpos = int(len(nlist) / 2) N50 = int((nlist[medianpos] + nlist[medianpos-1]) / 2) else: medianpos = int(len(nlist) / 2) N50 = int(nlist[medianpos]) return N50 ... [6 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 17 - expected ')' • SyntaxError: '(' was never closed at line 17 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 2,536
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport sys, subprocess, os, itertools, argparse\nfrom Bio import SeqIO\nfrom Bio.SeqIO.FastaIO import SimpleFastaParser\n\n#setup menu with argparse\nclass MyFormatter(argparse.ArgumentDefaultsHelpFormatter):\n def __init__(self,prog):\n super(MyFormatter,self).__init__(prog,max_help_position=48)\nparser=argparse.ArgumentParser(prog='contig_cleaner.py', usage=\"%(prog)s [options] -i genome.fa -o cleaned.fa\",\n description='''Script that removes short scaffolds that are duplicated elsewhere.''',\n epilog=\"\"\"Written by Jon Palmer (2016) nextgenusfs@gmail.com\"\"\",\n formatter_class = MyFormatter)\nparser.add_argument('-i','--input', required=True, help='Multi-fasta genome file')\nparser.add_argument('-o','--out', required=True, help='Cleaned output (FASTA)')\nparser.add_argument('-p','--pident', type=int, default=95, help='percent identity of contig'\nparser.add_argument('-c','--cov', type=int, default=95, help='coverage of contig')\nparser.add_argument('-m','--minlen', type=int, default=500, help='Minimum length of contig')\nparser.add_argument('--exhaustive', action='store_true', help='Compute every contig, else stop at N50')\nparser.add_argument('--method', default='minimap2', choices=['mummer', 'minimap2'], help='program to use for calculating overlaps')\nparser.add_argument('--debug', action='store_true', help='Debug the output')\nargs=parser.parse_args()\n\ndef which(name):\n try:\n with open(os.devnull) as devnull:\n subprocess.Popen([name, '--version'], stdout=devnull, stderr=devnull).communicate()\n except OSError as e:\n if e.errno == os.errno.ENOENT:\n return False\n return True\n\ndef CheckDependencies(input):\n missing = []\n for p in input:\n if which(p) == False:\n missing.append(p)\n if missing != []:\n error = \", \".join(missing)\n log.error(\"Missing Dependencies: %s. Please install missing dependencies and re-run script\" % (error))\n sys.exit(1)\n\ndef calcN50(input):\n lengths = []\n with open(input, 'rU') as infile:\n for id, sequence in SimpleFastaParser(infile):\n lengths.append(len(sequence))\n #now get N50\n lengths.sort()\n nlist = []\n for x in lengths:\n nlist += [x]*x\n if len(nlist) % 2 == 0:\n medianpos = int(len(nlist) / 2)\n N50 = int((nlist[medianpos] + nlist[medianpos-1]) / 2)\n else:\n medianpos = int(len(nlist) / 2)\n N50 = int(nlist[medianpos])\n return N50\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 17 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 17\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
3f351bf38495ef62b0cc8666bb4ab0dfa208feb9
|
TheStack--python--010.parquet
|
Review this Pythoncode:Python code: from CNNectome.utils import crop_utils from CNNectome.validation.organelles.segmentation_metrics import * from CNNectome.utils import cosem_db, config_loader from CNNectome.utils.hierarchy import hierarchy from CNNectome.utils.label import Label import os import numpy as np import zarr import argparse from more_itertools import repeat_last, always_iterable import tabulate import warnings import itertools import scipy.ndimage def downsample(arr, factor=2): return arr[(slice(None, None, factor),) * arr.ndim] def add_constant(seg, resolution, label): inner_distance = scipy.ndimage.distance_transform_edt(scipy.ndimage.morphology.binary_erosion(seg, border_value=1, structure=scipy.ndimage.generate_binary_structure(seg.ndim, seg.ndim)), sampling=resolution) outer_distance = scipy.ndimage.distance_transform_edt(np.logical_not(seg), sampling=resolution) signed_distance = inner_distance - outer_distance + label.add_constant gt_seg = apply_threshold(signed_distance, thr=0) return gt_seg def read_gt(crop, label, gt_version="v0003", data_path=None): if data_path is None: data_path = config_loader.get_config()["organelles"]["data_path"] n5file = zarr.open(os.path.join(data_path, crop["parent"]), mode="r") blueprint_label_ds = "volumes/groundtruth/{version:}/crop{cropno:}/labels/{{label:}}" label_ds = blueprint_label_ds.format(version=gt_version.lstrip("v"), cropno=crop["number"]) if label.separate_labelset: label_ds_name = label.labelname else: label_ds_name = "all" gt_seg = n5file[label_ds.format(label=label_ds_name)] resolution = gt_seg.attrs["resolution"] # blueprint_labelmask_ds = "volumes/groundtruth/{version:}/crop{cropno:}/masks/{{label:}}" # labelmask_ds = blueprint_labelmask_ds.format(version=gt_version.lstrip("v"), cropno=crop["number"]) # labelmask_ds.format(label=label_ds_name) # if labelmask_ds in n5file: # mask = n5file[labelmask_ds] # else: # if label.generic_label is not None: # specific_labels = list(set(label.labelid) - set(label.generic_label)) # generic_condition = (all(l in get_all_annotated_label_ids(crop) for l in label.generic_label) or # all(l in get_all_annotated_label_ids(crop) for l in specific_labels)) # else: # generic_condition = False # if all(l in get_all_annotated_label_ids(crop) for l in label.labelid) or generic_condition: # mask = ((gt_seg > 0) * 1).astype(np.bool) # else: # mask = ((gt_seg > 0) * 0).astype(np.bool) return np.array(gt_seg), resolution ... [13 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 63: ... [13 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 38 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 56 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 3
| 0
| 2,810
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom CNNectome.utils import crop_utils\nfrom CNNectome.validation.organelles.segmentation_metrics import *\nfrom CNNectome.utils import cosem_db, config_loader\nfrom CNNectome.utils.hierarchy import hierarchy\nfrom CNNectome.utils.label import Label\nimport os\nimport numpy as np\nimport zarr\nimport argparse\nfrom more_itertools import repeat_last, always_iterable\nimport tabulate\nimport warnings\nimport itertools\nimport scipy.ndimage\n\n\ndef downsample(arr, factor=2):\n return arr[(slice(None, None, factor),) * arr.ndim]\n\n\ndef add_constant(seg, resolution, label):\n inner_distance = scipy.ndimage.distance_transform_edt(scipy.ndimage.morphology.binary_erosion(seg, border_value=1,\n structure=scipy.ndimage.generate_binary_structure(seg.ndim, seg.ndim)), sampling=resolution)\n outer_distance = scipy.ndimage.distance_transform_edt(np.logical_not(seg), sampling=resolution)\n signed_distance = inner_distance - outer_distance + label.add_constant\n gt_seg = apply_threshold(signed_distance, thr=0)\n return gt_seg\n\n\ndef read_gt(crop, label, gt_version=\"v0003\", data_path=None):\n if data_path is None:\n data_path = config_loader.get_config()[\"organelles\"][\"data_path\"]\n n5file = zarr.open(os.path.join(data_path, crop[\"parent\"]), mode=\"r\")\n blueprint_label_ds = \"volumes/groundtruth/{version:}/crop{cropno:}/labels/{{label:}}\"\n label_ds = blueprint_label_ds.format(version=gt_version.lstrip(\"v\"), cropno=crop[\"number\"])\n if label.separate_labelset:\n label_ds_name = label.labelname\n else:\n label_ds_name = \"all\"\n gt_seg = n5file[label_ds.format(label=label_ds_name)]\n resolution = gt_seg.attrs[\"resolution\"]\n # blueprint_labelmask_ds = \"volumes/groundtruth/{version:}/crop{cropno:}/masks/{{label:}}\"\n # labelmask_ds = blueprint_labelmask_ds.format(version=gt_version.lstrip(\"v\"), cropno=crop[\"number\"])\n # labelmask_ds.format(label=label_ds_name)\n # if labelmask_ds in n5file:\n # mask = n5file[labelmask_ds]\n # else:\n # if label.generic_label is not None:\n # specific_labels = list(set(label.labelid) - set(label.generic_label))\n # generic_condition = (all(l in get_all_annotated_label_ids(crop) for l in label.generic_label) or\n # all(l in get_all_annotated_label_ids(crop) for l in specific_labels))\n # else:\n # generic_condition = False\n # if all(l in get_all_annotated_label_ids(crop) for l in label.labelid) or generic_condition:\n # mask = ((gt_seg > 0) * 1).astype(np.bool)\n # else:\n # mask = ((gt_seg > 0) * 0).astype(np.bool)\n\n return np.array(gt_seg), resolution\n\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 63: ... [13 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 38\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
3f354ec1e39fcf938805a756755ce2c356425e8f
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from hashlib import sha256 class Block(): def __init__(self, message, _hexdigest): self._hexdigest = _hexdigest # digest of the previous block (hex)
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function '__init__' body and add missing return
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 162
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom hashlib import sha256\n\nclass Block():\n def __init__(self, message, _hexdigest):\n self._hexdigest = _hexdigest # digest of the previous block (hex)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
3f3916306ceadc98399dd77da91dbd5549a76df5
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: from asdf.extension import ManifestExtension from .converters.transform.compound import CompoundConverter from .converters.transform.core import SimpleTransformConverter from .converters.transform.functional_models import ConstantConverter from .converters.transform.mappings import (
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 285
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom asdf.extension import ManifestExtension\n\nfrom .converters.transform.compound import CompoundConverter\nfrom .converters.transform.core import SimpleTransformConverter\nfrom .converters.transform.functional_models import ConstantConverter\nfrom .converters.transform.mappings import ("}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f39edd31b4e8ec8e26589c114d06aca95fc1720
|
TheStack--python--010.parquet
|
Fix this broken Pythoncode:Python code: #! /usr/bin/env python import pyart import matplotlib.pyplot as plt # plot quickly pradar = pyart.io.read_rsl('example_sigmet_ppi.sigmet' display = pyart.graph.RadarDisplay(pradar) fig = plt.figure() ax = fig.add_subplot(111) display.plot_ppi('reflectivity_horizontal_filtered', 0, vmin=-16, vmax=64) fig.savefig('example_sigmet_ppi.png') Error: SyntaxError: unmatched brackets
|
Fixed Code: #! /usr/bin/env python import pyart import matplotlib.pyplot as plt # plot quickly pradar = pyart.io.read_rsl('example_sigmet_ppi.sigmet') display = pyart.graph.RadarDisplay(pradar) fig = plt.figure() ax = fig.add_subplot(111) display.plot_ppi('reflectivity_horizontal_filtered', 0, vmin=-16, vmax=64) fig.savefig('example_sigmet_ppi.png') Explanation: Add missing ')' bracket at line 6
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 340
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#! /usr/bin/env python\nimport pyart\nimport matplotlib.pyplot as plt\n\n# plot quickly\npradar = pyart.io.read_rsl('example_sigmet_ppi.sigmet'\ndisplay = pyart.graph.RadarDisplay(pradar)\nfig = plt.figure()\nax = fig.add_subplot(111)\ndisplay.plot_ppi('reflectivity_horizontal_filtered', 0, vmin=-16, vmax=64)\nfig.savefig('example_sigmet_ppi.png')\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#! /usr/bin/env python\nimport pyart\nimport matplotlib.pyplot as plt\n\n# plot quickly\npradar = pyart.io.read_rsl('example_sigmet_ppi.sigmet')\ndisplay = pyart.graph.RadarDisplay(pradar)\nfig = plt.figure()\nax = fig.add_subplot(111)\ndisplay.plot_ppi('reflectivity_horizontal_filtered', 0, vmin=-16, vmax=64)\nfig.savefig('example_sigmet_ppi.png')\n\n\n Explanation: Add missing ')' bracket at line 6"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
3f3aa1215ea08889a1d9a9a0e31d88230d128b90
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- ''' salttesting.version ~~~~~~~~~~~~~~~~~~~ :codeauthor: :email:`Pedro Algarvio (pedro@algarvio.me)` :copyright: © 2013-2015 by the SaltStack Team, see AUTHORS for more details. # Complete this line ''' # Import Python Libs from __future__ import absolute_import __version_info__ = (2016, 9, 7) __version__ = '{0}.{1}.{2}'.format(*__version_info__)
|
The missing line is: :license: Apache 2.0, see LICENSE for more details.
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 427
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n'''\n salttesting.version\n ~~~~~~~~~~~~~~~~~~~\n\n :codeauthor: :email:`Pedro Algarvio (pedro@algarvio.me)`\n :copyright: \u00a9 2013-2015 by the SaltStack Team, see AUTHORS for more details.\n # Complete this line\n'''\n\n# Import Python Libs\nfrom __future__ import absolute_import\n\n__version_info__ = (2016, 9, 7)\n__version__ = '{0}.{1}.{2}'.format(*__version_info__)"}, {"role": "assistant", "content": "The missing line is:\n :license: Apache 2.0, see LICENSE for more details."}]
| false
| null | null | null |
3f3f2010cd491aaae5981e6bd7a258deb7366ae2
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: try: from urllib.parse import urlparse, urlencode, parse_qs, quote except ImportError: from urlparse import urlparse, parse_qs from urllib import urlencode, quote from botocore.auth import SigV4Auth from botocore.awsrequest import AWSRequest import requests class AWSV4Sign(requests.auth.AuthBase): """ AWS V4 Request Signer for Requests. """ def __init__(self, credentials, region, service): if not region: raise ValueError("You must supply an AWS region")
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 12 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 508
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ntry:\n from urllib.parse import urlparse, urlencode, parse_qs, quote\nexcept ImportError:\n from urlparse import urlparse, parse_qs\n from urllib import urlencode, quote\n\nfrom botocore.auth import SigV4Auth\nfrom botocore.awsrequest import AWSRequest\nimport requests\n\nclass AWSV4Sign(requests.auth.AuthBase):\n \"\"\"\n AWS V4 Request Signer for Requests.\n \"\"\"\n\n def __init__(self, credentials, region, service):\n if not region:\n raise ValueError(\"You must supply an AWS region\")"}, {"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 12\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f3f45915b7b691f317141b446a365c8fd78ea65
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: # test.py import os import tensorflow as tf import numpy as np import cv2 import socket # module-level variables ############################################################################################## def recvall(sock, count): buf = b'' while count: newbuf = sock.recv(count) if not newbuf: return None buf += newbuf count -= len(newbuf) return buf def read_image_socket(conn, addr): length = recvall(conn,16) stringData = recvall(conn, int(length)) data = np.frombuffer(stringData, dtype='uint8') decimg=cv2.imdecode(data,1) return decimg, int(length) def send_msg_socket(conn, addr, msg): conn.send( str(msg).ljust(32).encode()); ####################################################################################################################### ... [3 more functiondefs truncated] ...
|
Functions: recvall, read_image_socket, send_msg_socket This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 3
| 0
| 883
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# test.py\n\nimport os\nimport tensorflow as tf\nimport numpy as np\nimport cv2\nimport socket\n\n# module-level variables ##############################################################################################\ndef recvall(sock, count):\n buf = b''\n while count:\n newbuf = sock.recv(count)\n if not newbuf: return None\n buf += newbuf\n count -= len(newbuf)\n return buf\n\ndef read_image_socket(conn, addr):\n length = recvall(conn,16)\n stringData = recvall(conn, int(length))\n data = np.frombuffer(stringData, dtype='uint8')\n decimg=cv2.imdecode(data,1)\n return decimg, int(length)\n\ndef send_msg_socket(conn, addr, msg):\n conn.send( str(msg).ljust(32).encode());\n \n#######################################################################################################################\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: recvall, read_image_socket, send_msg_socket\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f4212e87fa0ab8418dfe44c50bc43c94c537cc0
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python3 import click @click.command() @click.argument('input_file') def checksum(input_file): with open(input_file, mode='rb') as file: file_bytes = file.read() file_length = len(file_bytes) if file_length < 3: print('file too short') return sum = 0 for i in range(0, file_length - 2): b = file_bytes[i] sum += b checksum = sum & 0b1111111111111111
|
left = checksum & 0b11111111 right = checksum >> 8 new_bytes = bytearray(file_bytes) new_bytes[file_length - 2] = left new_bytes[file_length - 1] = right with open(input_file, mode='wb') as file: file.write(new_bytes) print('file patched') if __name__ == "__main__": checksum()
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 761
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n\nimport click\n\n\n@click.command()\n@click.argument('input_file')\ndef checksum(input_file):\n with open(input_file, mode='rb') as file:\n file_bytes = file.read()\n\n file_length = len(file_bytes)\n\n if file_length < 3:\n print('file too short')\n return\n\n sum = 0\n\n for i in range(0, file_length - 2):\n b = file_bytes[i]\n sum += b\n\n checksum = sum & 0b1111111111111111"}, {"role": "assistant", "content": "\n left = checksum & 0b11111111\n right = checksum >> 8\n\n new_bytes = bytearray(file_bytes)\n\n new_bytes[file_length - 2] = left\n new_bytes[file_length - 1] = right\n\n with open(input_file, mode='wb') as file:\n file.write(new_bytes)\n\n print('file patched')\n\n\nif __name__ == \"__main__\":\n checksum()"}]
| false
| null | null | null |
3f425e03bfac9398c82b128daac4a071a002ccba
|
TheStack--python--010.parquet
|
Complete this incomplete Pythoncode:Python code: import pandas as pd import numpy as np import sys import warnings from keras.callbacks import ModelCheckpoint from keras.callbacks import CSVLogger from keras.callbacks import ReduceLROnPlateau from keras.models import Sequential from keras.layers import Dense, Dropout from keras.utils import np_utils from sklearn.preprocessing import LabelEncoder from sklearn.metrics import cohen_kappa_score import os ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from keras.callbacks import Callback import h5py from sklearn.externals import joblib class Metrics(Callback):
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 406
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport pandas as pd\nimport numpy as np\nimport sys\nimport warnings\nfrom keras.callbacks import ModelCheckpoint\nfrom keras.callbacks import CSVLogger\nfrom keras.callbacks import ReduceLROnPlateau\nfrom keras.models import Sequential\nfrom keras.layers import Dense, Dropout\nfrom keras.utils import np_utils\nfrom sklearn.preprocessing import LabelEncoder\nfrom sklearn.metrics import cohen_kappa_score\nimport os\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\nfrom keras.callbacks import Callback\nimport h5py\nfrom sklearn.externals import joblib\n\nclass Metrics(Callback):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
3f45668e7068396ceda078b4f2c05d98b6614809
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: import csv from docassemble.base.util import path_and_mimetype (filename, mimetype) = path_and_mimetype('data/static/obyvatele_full.csv') __all__ = ['pocetObyvatel'] def pocetObyvatel(obec): vysledek = [] with open(filename, newline='', encoding='utf-8') as csvfile: reader = csv.reader(csvfile, delimiter=';') for row in reader: if row[1] == obec: vysledek.append(row) return(vysledek)
|
Functions: pocetObyvatel This code demonstrates Pythoncode:Python programming.
|
intermediate
|
data_processing
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 433
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport csv\nfrom docassemble.base.util import path_and_mimetype\n\n(filename, mimetype) = path_and_mimetype('data/static/obyvatele_full.csv')\n\n__all__ = ['pocetObyvatel']\n\ndef pocetObyvatel(obec):\n vysledek = []\n with open(filename, newline='', encoding='utf-8') as csvfile:\n reader = csv.reader(csvfile, delimiter=';')\n for row in reader:\n if row[1] == obec:\n vysledek.append(row)\n\n return(vysledek)"}, {"role": "assistant", "content": " Functions: pocetObyvatel\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f457ca76f80ac9cb2f4f8708128a1188d6ad2e8
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: import numpy import logging import time import fnum from Preconditioner import * from util.SparseMatrix import * class SGSFortranPreconditioner(Preconditioner): """Symmetric Gauss-Seidel preconditioner class. # Complete this line This version uses preconditioning implemented in the Fortran language.""" def __init__(self, n_iter=3): self.n_iter = n_iter def __call__(self, A, b): assert isinstance(A, SparseMatrix) assert A.n == len(b) assert A.n == A.m # We only have square matrices here. return fnum.stationary.sym_gauss_seidel(A.irows + 1, A.icols + 1, A.vals, b, self.n_iter)
|
The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 646
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport numpy\nimport logging\nimport time\nimport fnum\n\nfrom Preconditioner import *\nfrom util.SparseMatrix import *\n\nclass SGSFortranPreconditioner(Preconditioner):\n \n \"\"\"Symmetric Gauss-Seidel preconditioner class.\n # Complete this line\n This version uses preconditioning implemented in the Fortran language.\"\"\"\n\n def __init__(self, n_iter=3):\n self.n_iter = n_iter\n \n def __call__(self, A, b):\n assert isinstance(A, SparseMatrix)\n assert A.n == len(b)\n assert A.n == A.m # We only have square matrices here.\n \n return fnum.stationary.sym_gauss_seidel(A.irows + 1, A.icols + 1, A.vals, b, self.n_iter)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
3f4608737809bc23e476433a77b203c00fd4dddb
|
TheStack--python--010.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from arguments import get_args_parser from templating import get_temps from modeling import get_model, get_tokenizer from data_prompt import REPromptDataset from optimizing import get_optimizer import torch import torch.nn as nn import torch.nn.functional as F from torch.utils.data import RandomSampler, DataLoader, SequentialSampler from tqdm import tqdm, trange import numpy as np from collections import Counter import random def f1_score(output, label, rel_num, na_num): correct_by_relation = Counter() guess_by_relation = Counter() gold_by_relation = Counter() for i in range(len(output)): guess = output[i] gold = label[i] if guess == na_num: guess = 0 elif guess < na_num: guess += 1 if gold == na_num: gold = 0 elif gold < na_num: gold += 1 if gold == 0 and guess == 0: continue if gold == 0 and guess != 0: guess_by_relation[guess] += 1 if gold != 0 and guess == 0: gold_by_relation[gold] += 1 if gold != 0 and guess != 0: guess_by_relation[guess] += 1 gold_by_relation[gold] += 1 if gold == guess: correct_by_relation[gold] += 1 f1_by_relation = Counter() recall_by_relation = Counter() prec_by_relation = Counter() for i in range(1, rel_num): recall = 0 if gold_by_relation[i] > 0: recall = correct_by_relation[i] / gold_by_relation[i] precision = 0 if guess_by_relation[i] > 0: precision = correct_by_relation[i] / guess_by_relation[i if recall + precision > 0 : f1_by_relation[i] = 2 * recall * precision / (recall + precision) recall_by_relation[i] = recall prec_by_relation[i] = precision micro_f1 = 0 if sum(guess_by_relation.values()) != 0 and sum(correct_by_relation.values()) != 0: recall = sum(correct_by_relation.values()) / sum(gold_by_relation.values()) prec = sum(correct_by_relation.values()) / sum(guess_by_relation.values()) micro_f1 = 2 * recall * prec / (recall+prec) return micro_f1, f1_by_relation ... [2 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 55 - expected ']' • SyntaxError: '[' was never closed at line 55 Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 2,270
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom arguments import get_args_parser\nfrom templating import get_temps\nfrom modeling import get_model, get_tokenizer\nfrom data_prompt import REPromptDataset\nfrom optimizing import get_optimizer\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom torch.utils.data import RandomSampler, DataLoader, SequentialSampler\nfrom tqdm import tqdm, trange\nimport numpy as np\nfrom collections import Counter\nimport random\n\ndef f1_score(output, label, rel_num, na_num):\n correct_by_relation = Counter()\n guess_by_relation = Counter()\n gold_by_relation = Counter()\n\n for i in range(len(output)):\n guess = output[i]\n gold = label[i]\n\n if guess == na_num:\n guess = 0\n elif guess < na_num:\n guess += 1\n\n if gold == na_num:\n gold = 0\n elif gold < na_num:\n gold += 1\n\n if gold == 0 and guess == 0:\n continue\n if gold == 0 and guess != 0:\n guess_by_relation[guess] += 1\n if gold != 0 and guess == 0:\n gold_by_relation[gold] += 1\n if gold != 0 and guess != 0:\n guess_by_relation[guess] += 1\n gold_by_relation[gold] += 1\n if gold == guess:\n correct_by_relation[gold] += 1\n \n f1_by_relation = Counter()\n recall_by_relation = Counter()\n prec_by_relation = Counter()\n for i in range(1, rel_num):\n recall = 0\n if gold_by_relation[i] > 0:\n recall = correct_by_relation[i] / gold_by_relation[i]\n precision = 0\n if guess_by_relation[i] > 0:\n precision = correct_by_relation[i] / guess_by_relation[i\n if recall + precision > 0 :\n f1_by_relation[i] = 2 * recall * precision / (recall + precision)\n recall_by_relation[i] = recall\n prec_by_relation[i] = precision\n\n micro_f1 = 0\n if sum(guess_by_relation.values()) != 0 and sum(correct_by_relation.values()) != 0:\n recall = sum(correct_by_relation.values()) / sum(gold_by_relation.values())\n prec = sum(correct_by_relation.values()) / sum(guess_by_relation.values()) \n micro_f1 = 2 * recall * prec / (recall+prec)\n\n return micro_f1, f1_by_relation\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 55 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 55\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
3f4701e8ac9730b1ad6a49e8da19d2b43019b113
|
TheStack--python--010.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- from .sources import PersonLink, PersonShortLink, PersonMainPage, PersonPhotosPage, PersonRoleLink, PersonCastLink from ..utils import KinopoiskObject, Manager class Person(KinopoiskObject): """ Person Classtest_person_cast_special_case """ def set_defaults(self): self.name = '' self.name_en = '' self.information = '' self.year_birth = None self.career = {} self.photos = [] def __init__(self, *args, **kwargs): super(Person, self).__init__(*args, **kwargs) self.register_source('link', PersonLink) self.register_source('cast_link', PersonCastLink) self.register_source('short_link', PersonShortLink) self.register_source('main_page', PersonMainPage) self.register_source('photos', PersonPhotosPage) self.set_url('info', '/handler_get_trivia_list.php?token={token}&obj_type={type}&obj_id={id}') def __repr__(self): repr = self.name if self.name_en: repr += ' ({})'.format(self.name_en) if self.year_birth: repr += ', {}'.format(self.year_birth) return repr class Role(KinopoiskObject): """ Person Role Class """ def set_defaults(self): self.name = '' self.movie = None self.voice = False def __init__(self, *args, **kwargs): super(Role, self).__init__(*args, **kwargs) self.register_source('role_link', PersonRoleLink) class PersonManager(Manager): """ Person manager """ kinopoisk_object = Person Person.objects = PersonManager()
|
Functions: set_defaults, __init__, __repr__, set_defaults, __init__ Classes: Person, Role, PersonManager This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 5
| 3
| 1,633
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom .sources import PersonLink, PersonShortLink, PersonMainPage, PersonPhotosPage, PersonRoleLink, PersonCastLink\nfrom ..utils import KinopoiskObject, Manager\n\n\nclass Person(KinopoiskObject):\n \"\"\"\n Person Classtest_person_cast_special_case\n \"\"\"\n def set_defaults(self):\n self.name = ''\n self.name_en = ''\n self.information = ''\n\n self.year_birth = None\n\n self.career = {}\n self.photos = []\n\n def __init__(self, *args, **kwargs):\n super(Person, self).__init__(*args, **kwargs)\n\n self.register_source('link', PersonLink)\n self.register_source('cast_link', PersonCastLink)\n self.register_source('short_link', PersonShortLink)\n self.register_source('main_page', PersonMainPage)\n self.register_source('photos', PersonPhotosPage)\n\n self.set_url('info', '/handler_get_trivia_list.php?token={token}&obj_type={type}&obj_id={id}')\n\n def __repr__(self):\n repr = self.name\n if self.name_en:\n repr += ' ({})'.format(self.name_en)\n if self.year_birth:\n repr += ', {}'.format(self.year_birth)\n return repr\n\n\nclass Role(KinopoiskObject):\n \"\"\"\n Person Role Class\n \"\"\"\n def set_defaults(self):\n self.name = ''\n self.movie = None\n self.voice = False\n\n def __init__(self, *args, **kwargs):\n super(Role, self).__init__(*args, **kwargs)\n\n self.register_source('role_link', PersonRoleLink)\n\n\nclass PersonManager(Manager):\n \"\"\"\n Person manager\n \"\"\"\n kinopoisk_object = Person\n\n\nPerson.objects = PersonManager()"}, {"role": "assistant", "content": " Functions: set_defaults, __init__, __repr__, set_defaults, __init__\n Classes: Person, Role, PersonManager\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
3f477ef8555990bd1f439963dbad8c15b84e4ebf
|
TheStack--python--010.parquet
|
Complete this Pythoncode:Python code: from typing import Optional, Union from flask_ask.models import statement from asksonic.utils.response import play_track_response from flask import render_template from flask_ask import question, audio from asksonic import ask, logger, tracks_count from asksonic.utils.subsonic import subsonic from . import queue @ask.intent('AMAZON.HelpIntent') @ask.launch def launch() -> question: log('Launch') return question(render_template('launch_text')) \ .simple_card( title=render_template('launch_title'), content=render_template('launch_content') ) @ask.intent('AskSonicShuffleLibraryIntent') def play_random_tracks() -> audio: log('Shuffle Library') tracks = subsonic.random_tracks(tracks_count) track = queue.reset(tracks) return play_track_response(track, render_template('playing_library')) @ask.intent('AskSonicPlayArtistIntent') def play_artist(artist: str) -> Union[audio, statement]: log(f'Play Artist: {artist}') tracks = subsonic.artist_tracks(artist, tracks_count) if tracks: track = queue.reset(tracks) return play_track_response( track,
|
render_template('playing_artist', artist=track.artist) ) return statement(render_template('artist_not_found', artist=artist)) @ask.intent('AskSonicPlayAlbumIntent') def play_album(album: str, artist: Optional[str]) -> Union[audio, statement]: log(f'Play Album: {artist} - {album}') tracks = subsonic.album_tracks(album, artist) if tracks: track = queue.reset(tracks) return play_track_response( track, render_template( 'playing_album', album=track.album, artist=track.artist ) ) return statement( render_template('album_not_found', album=album, artist=artist) ) def log(msg: str) -> None: logger.debug(msg)
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 1,912
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom typing import Optional, Union\nfrom flask_ask.models import statement\nfrom asksonic.utils.response import play_track_response\nfrom flask import render_template\nfrom flask_ask import question, audio\nfrom asksonic import ask, logger, tracks_count\nfrom asksonic.utils.subsonic import subsonic\nfrom . import queue\n\n\n@ask.intent('AMAZON.HelpIntent')\n@ask.launch\ndef launch() -> question:\n log('Launch')\n return question(render_template('launch_text')) \\\n .simple_card(\n title=render_template('launch_title'),\n content=render_template('launch_content')\n )\n\n\n@ask.intent('AskSonicShuffleLibraryIntent')\ndef play_random_tracks() -> audio:\n log('Shuffle Library')\n tracks = subsonic.random_tracks(tracks_count)\n track = queue.reset(tracks)\n return play_track_response(track, render_template('playing_library'))\n\n\n@ask.intent('AskSonicPlayArtistIntent')\ndef play_artist(artist: str) -> Union[audio, statement]:\n log(f'Play Artist: {artist}')\n tracks = subsonic.artist_tracks(artist, tracks_count)\n if tracks:\n track = queue.reset(tracks)\n return play_track_response(\n track,"}, {"role": "assistant", "content": "\n render_template('playing_artist', artist=track.artist)\n )\n return statement(render_template('artist_not_found', artist=artist))\n\n\n@ask.intent('AskSonicPlayAlbumIntent')\ndef play_album(album: str, artist: Optional[str]) -> Union[audio, statement]:\n log(f'Play Album: {artist} - {album}')\n tracks = subsonic.album_tracks(album, artist)\n if tracks:\n track = queue.reset(tracks)\n return play_track_response(\n track,\n render_template(\n 'playing_album',\n album=track.album, artist=track.artist\n )\n )\n return statement(\n render_template('album_not_found', album=album, artist=artist)\n )\n\n\ndef log(msg: str) -> None:\n logger.debug(msg)"}]
| false
| null | null | null |
3f47933b0ea4fe53935cc968834f40e543426030
|
TheStack--python--010.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import division from __future__ import unicode_literals from __future__ import print_function from __future__ import absolute_import # Standard imports from future import standard_library class TestUser(unittest.TestCase): def setUp(self: etc.dropAllCollections(edb._get_current_db()) def testIsNotRegistered(self): self.assertFalse(User.isRegistered('fake@fake.com')) def testRegisterUser(self): user = User.register('fake@fake.com') self.assertTrue(User.isRegistered('fake@fake.com')) def testGetAvgMpg(self): user = User.register('fake@fake.com') user.setMpgArray([45, 50, 31]) self.assertEquals(user.getAvgMpg(), 42) def testGetCarbonFootprintForMode(self): user = User.register('fake@fake.com') user.setMpgArray([45, 50, 31]) # Avg MPG = 42 correctCarbonFootprintForMode = {'walking' : 0, 'running' : 0, 'cycling' : 0, 'mixed' : 0, 'bus_short' : old_div(267.0,1609), 'bus_long' : old_div(267.0,1609), 'train_short' : old_div(92.0,1609), 'train_long' : old_div(92.0,1609), 'car_short' : (old_div(1,(42*1.6093)))*8.91, 'car_long' : (old_div(1,(42*1.6093)))*8.91, 'air_short' : old_div(217.0,1609), 'air_long' : old_div(217.0,1609) } self.assertEquals(user.getCarbonFootprintForMode(), correctCarbonFootprintForMode) def testMergeDict(self): dict1 = {'a': 'a1', 'b': 'b1', 'c': 'c1'} dict2 = {'d': 'd2', 'b': 'b2', 'c': 'c2'} mergedDict = User.mergeDicts(dict1, dict2) self.assertEqual(len(mergedDict), 4) self.assertEqual(mergedDict['a'], 'a1') self.assertEqual(mergedDict, {'a': 'a1', 'b': 'b2', 'c': 'c2', 'd': 'd2'}) def testGetSettingsDefaultUser(self): user = User.register('fake@fake.com') self.assertRegexpMatches(user.getSettings()['result_url'], ".*/compare") def testRegisterExistingUser(self): user = User.register('fake@fake.com') # Here's the key difference, now register again user = User.register('fake@fake.com') self.assertTrue(User.isRegistered("fake@fake.com")) def testUnregister(self): user = User.register('fake@fake.com') self.assertTrue(User.isRegistered('fake@fake.com')) User.unregister('fake@fake.com') self.assertFalse(User.isRegistered('fake@fake.com')) def testChangeUpdateTs(self): from datetime import datetime, timedelta user = User.register('fake@fake.com') self.assertTrue(User.isRegistered('fake@fake.com')) user.changeUpdateTs(timedelta(days = -20)) self.assertEqual((datetime.now() - user.getUpdateTS()).days, 20) ... [2 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 57 • Unclosed '(' at line 8 - expected ')' Fix: Add missing ')' bracket at line 8
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 10
| 1
| 2,876
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import division\nfrom __future__ import unicode_literals\nfrom __future__ import print_function\nfrom __future__ import absolute_import\n# Standard imports\nfrom future import standard_library\nclass TestUser(unittest.TestCase):\n def setUp(self:\n etc.dropAllCollections(edb._get_current_db())\n\n def testIsNotRegistered(self):\n self.assertFalse(User.isRegistered('fake@fake.com'))\n\n def testRegisterUser(self):\n user = User.register('fake@fake.com')\n self.assertTrue(User.isRegistered('fake@fake.com'))\n\n def testGetAvgMpg(self):\n user = User.register('fake@fake.com')\n user.setMpgArray([45, 50, 31])\n self.assertEquals(user.getAvgMpg(), 42)\n\n def testGetCarbonFootprintForMode(self):\n user = User.register('fake@fake.com')\n user.setMpgArray([45, 50, 31])\n # Avg MPG = 42\n correctCarbonFootprintForMode = {'walking' : 0,\n 'running' : 0,\n 'cycling' : 0,\n 'mixed' : 0,\n 'bus_short' : old_div(267.0,1609),\n 'bus_long' : old_div(267.0,1609),\n 'train_short' : old_div(92.0,1609),\n 'train_long' : old_div(92.0,1609),\n 'car_short' : (old_div(1,(42*1.6093)))*8.91,\n 'car_long' : (old_div(1,(42*1.6093)))*8.91,\n 'air_short' : old_div(217.0,1609),\n 'air_long' : old_div(217.0,1609)\n }\n self.assertEquals(user.getCarbonFootprintForMode(), correctCarbonFootprintForMode)\n\n def testMergeDict(self):\n dict1 = {'a': 'a1', 'b': 'b1', 'c': 'c1'}\n dict2 = {'d': 'd2', 'b': 'b2', 'c': 'c2'}\n mergedDict = User.mergeDicts(dict1, dict2)\n\n self.assertEqual(len(mergedDict), 4)\n self.assertEqual(mergedDict['a'], 'a1')\n self.assertEqual(mergedDict, {'a': 'a1', 'b': 'b2', 'c': 'c2', 'd': 'd2'})\n\n def testGetSettingsDefaultUser(self):\n user = User.register('fake@fake.com')\n self.assertRegexpMatches(user.getSettings()['result_url'], \".*/compare\")\n\n def testRegisterExistingUser(self):\n user = User.register('fake@fake.com')\n # Here's the key difference, now register again\n user = User.register('fake@fake.com')\n self.assertTrue(User.isRegistered(\"fake@fake.com\"))\n\n def testUnregister(self):\n user = User.register('fake@fake.com')\n self.assertTrue(User.isRegistered('fake@fake.com'))\n User.unregister('fake@fake.com')\n self.assertFalse(User.isRegistered('fake@fake.com'))\n\n def testChangeUpdateTs(self):\n from datetime import datetime, timedelta\n\n user = User.register('fake@fake.com')\n self.assertTrue(User.isRegistered('fake@fake.com'))\n user.changeUpdateTs(timedelta(days = -20))\n self.assertEqual((datetime.now() - user.getUpdateTS()).days, 20)\n\n\n ... [2 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 Unterminated string literal at line 57\n \u2022 Unclosed '(' at line 8 - expected ')'\n\n Fix: Add missing ')' bracket at line 8"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
3f47c6e88c95b79dadf32d259b811a59ad94c628
|
TheStack--python--010.parquet
|
Fill in the in this Pythoncode:Python code: from ray.util.sgd.v2.backends.backend import BackendConfig from ray.util.sgd.v2.backends.horovod import HorovodConfig from ray.util.sgd.v2.backends.tensorflow import TensorflowConfig from ray.util.sgd.v2.backends.torch import TorchConfig __all__ = [ # Complete this line "HorovodConfig", "TensorflowConfig", "TorchConfig", ]
|
The missing line is: "BackendConfig",
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 338
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom ray.util.sgd.v2.backends.backend import BackendConfig\nfrom ray.util.sgd.v2.backends.horovod import HorovodConfig\nfrom ray.util.sgd.v2.backends.tensorflow import TensorflowConfig\nfrom ray.util.sgd.v2.backends.torch import TorchConfig\n\n__all__ = [\n # Complete this line\n \"HorovodConfig\",\n \"TensorflowConfig\",\n \"TorchConfig\",\n]"}, {"role": "assistant", "content": "The missing line is:\n \"BackendConfig\","}]
| false
| null | null | null |
3f49b2097251fb42e063c5a869e249485e7770a7
|
TheStack--python--010.parquet
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.