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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Suggest refactoring for this Pythoncode:Python code: # # slice paddle model generator # import numpy as np from save_model import saveModel import paddle as pdpd import sys data_type = 'float32' def slice(name : str, x, axes : list, start : list, end : list): pdpd.enable_static() with pdpd.static.program_guard(pdpd.static.Program(), pdpd.static.Program()): node_x = pdpd.static.data(name='x', shape=x.shape, dtype = data_type) out = pdpd.fluid.layers.slice(node_x, axes = axes, starts = start, ends = end) cpu = pdpd.static.cpu_places(1) exe = pdpd.static.Executor(cpu[0]) # startup program will call initializer to initialize the parameters. exe.run(pdpd.static.default_startup_program()) outs = exe.run( feed={'x': x}, fetch_list=[out]) saveModel(name, exe, feedkeys=['x'], fetchlist=[out], inputs=[x], outputs=[outs[0]], target_dir=sys.argv[1]) return outs[0] def main(): x = np.linspace(1, 60, num = 60, dtype=np.int32).reshape(4, 3, 5).astype(data_type) slice("slice", x, axes=[1, 2], start=(0, 1), end=(-1, 3)) x = np.linspace(1, 60, num = 60, dtype=np.int32).reshape(2, 30).astype(data_type) slice("slice_1d", x, axes=[0], start=[0], end=[1]) if __name__ == "__main__": main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 1,275
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#\n# slice paddle model generator\n#\nimport numpy as np\nfrom save_model import saveModel\nimport paddle as pdpd\nimport sys\n\ndata_type = 'float32'\n\ndef slice(name : str, x, axes : list, start : list, end : list):\n pdpd.enable_static()\n\n with pdpd.static.program_guard(pdpd.static.Program(), pdpd.static.Program()):\n node_x = pdpd.static.data(name='x', shape=x.shape, dtype = data_type)\n out = pdpd.fluid.layers.slice(node_x, axes = axes, starts = start, ends = end)\n\n cpu = pdpd.static.cpu_places(1)\n exe = pdpd.static.Executor(cpu[0])\n # startup program will call initializer to initialize the parameters.\n exe.run(pdpd.static.default_startup_program())\n\n outs = exe.run(\n feed={'x': x},\n fetch_list=[out]) \n\n saveModel(name, exe, feedkeys=['x'], fetchlist=[out], inputs=[x], outputs=[outs[0]], target_dir=sys.argv[1])\n\n return outs[0]\n\ndef main():\n x = np.linspace(1, 60, num = 60, dtype=np.int32).reshape(4, 3, 5).astype(data_type)\n slice(\"slice\", x, axes=[1, 2], start=(0, 1), end=(-1, 3))\n\n x = np.linspace(1, 60, num = 60, dtype=np.int32).reshape(2, 30).astype(data_type)\n slice(\"slice_1d\", x, axes=[0], start=[0], end=[1])\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
bcfabdd28c428dd3bd0fa4eb4f234286130b7db0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (C) 2021 Nippon Telegraph and Telephone Corporation # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from oslo_log import log as logging from tacker.sol_refactored.common import exceptions as sol_ex from tacker.sol_refactored import objects LOG = logging.getLogger(__name__) # not used at the moment def get_inst(context, inst_id): inst = objects.VnfInstanceV2.get_by_id(context, inst_id) if inst is None: raise sol_ex.VnfInstanceNotFound(inst_id=inst_id) return inst def get_inst_all(context): return objects.VnfInstanceV2.get_all(context) def inst_href(inst_id, endpoint): return "{}/v2/vnflcm/vnf_instances/{}".format(endpoint, inst_id) def make_inst_links(inst, endpoint): links = objects.VnfInstanceV2_Links() self_href = inst_href(inst.id, endpoint) links.self = objects.Link(href=self_href) if inst.instantiationState == 'NOT_INSTANTIATED': links.instantiate = objects.Link(href=self_href + "/instantiate") else: # 'INSTANTIATED' links.terminate = objects.Link(href=self_href + "/terminate") # TODO(oda-g): add when the operation supported # links.scale = objects.Link(href = self_href + "/scale") # etc. return links # see IETF RFC 7396 def json_merge_patch(target, patch): if isinstance(patch, dict): if not isinstance(target, dict): target = {} for key, value in patch.items(): if value is None: if key in target: del target[key] else: target[key] = json_merge_patch(target.get(key), value) return target else: return patch def select_vim_info(vim_connection_info): # NOTE: It is assumed that vimConnectionInfo has only one item # at the moment. If there are multiple items, it is uncertain # which item is selected. for vim_info in vim_connection_info.values(): return vim_info
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • IndentationError at line 43 Fix: Fix indentation to match Python syntax rules
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 6
| 0
| 2,517
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (C) 2021 Nippon Telegraph and Telephone Corporation\n# All Rights Reserved.\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\n\nfrom oslo_log import log as logging\n\nfrom tacker.sol_refactored.common import exceptions as sol_ex\nfrom tacker.sol_refactored import objects\n\n\nLOG = logging.getLogger(__name__) # not used at the moment\n\n\ndef get_inst(context, inst_id):\n inst = objects.VnfInstanceV2.get_by_id(context, inst_id)\n if inst is None:\n raise sol_ex.VnfInstanceNotFound(inst_id=inst_id)\n return inst\n\n\ndef get_inst_all(context):\n return objects.VnfInstanceV2.get_all(context)\n\n\ndef inst_href(inst_id, endpoint):\n return \"{}/v2/vnflcm/vnf_instances/{}\".format(endpoint, inst_id)\n\n\ndef make_inst_links(inst, endpoint):\n links = objects.VnfInstanceV2_Links()\n self_href = inst_href(inst.id, endpoint)\n links.self = objects.Link(href=self_href)\n if inst.instantiationState == 'NOT_INSTANTIATED':\n links.instantiate = objects.Link(href=self_href + \"/instantiate\")\n else: # 'INSTANTIATED'\n links.terminate = objects.Link(href=self_href + \"/terminate\")\n # TODO(oda-g): add when the operation supported\n # links.scale = objects.Link(href = self_href + \"/scale\")\n # etc.\n\n return links\n\n\n# see IETF RFC 7396\ndef json_merge_patch(target, patch):\n if isinstance(patch, dict):\n if not isinstance(target, dict):\n target = {}\n for key, value in patch.items():\n if value is None:\n if key in target:\n del target[key]\n else:\n target[key] = json_merge_patch(target.get(key), value)\n return target\n else:\n return patch\n\n\ndef select_vim_info(vim_connection_info):\n # NOTE: It is assumed that vimConnectionInfo has only one item\n # at the moment. If there are multiple items, it is uncertain\n # which item is selected.\n for vim_info in vim_connection_info.values():\n return vim_info"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 IndentationError at line 43\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
bcfb7330e40f9b79f2ab184f143d401951828548
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # compatibility module for different python versions import sys if sys.version_info[:2] > (3, 0):
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Block at line 4 has no indented body • IndentationError at line 4 Fix: Add body to If block or use 'pass' statement
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 99
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# compatibility module for different python versions\nimport sys\n\nif sys.version_info[:2] > (3, 0):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Block at line 4 has no indented body\n \u2022 IndentationError at line 4\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
bcfca1189da0e63d3e685ea19031e90196e49d8d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import re import unittest2 from google.appengine.ext import ndb from google.appengine.ext import testbed from consts.notification_type import NotificationType from helpers.event.event_test_creator import EventTestCreator from models.team import Team from models.notifications.match_score import MatchScoreNotification class TestMatchScoreNotification(unittest2.TestCase): def setUp(self): self.testbed = testbed.Testbed() self.testbed.activate() self.testbed.init_datastore_v3_stub() self.testbed.init_memcache_stub() ndb.get_context().clear_cache() # Prevent data from leaking between tests self.testbed.init_taskqueue_stub(root_path=".") for team_number in range(6): Team(id="frc%s" % team_number, team_number=team_number).put() self.event = EventTestCreator.createPresentEvent() self.match = self.event.matches[0] self.notification = MatchScoreNotification(self.match) def tearDown(self): self.testbed.deactivate() def test_type(self): self.assertEqual(MatchScoreNotification._type(), NotificationType.MATCH_SCORE) def test_fcm_notification(self: self.assertIsNotNone(self.notification.fcm_notification) self.assertEqual(self.notification.fcm_notification.title, 'TESTPRESENT Q1 Results') match_regex = re.compile(r'^\d+, \d+, \d+ beat \d+, \d+, \d+ scoring \d+-\d+.$') match = re.match(match_regex, self.notification.fcm_notification.body) self.assertIsNotNone(match) def test_fcm_notification_tied(self): score = self.notification.match.alliances['red']['score'] self.notification.match.alliances['blue']['score'] = score self.assertIsNotNone(self.notification.fcm_notification) self.assertEqual(self.notification.fcm_notification.title, 'TESTPRESENT Q1 Results') match_regex = re.compile(r'^\d+, \d+, \d+ tied with \d+, \d+, \d+ scoring \d+-\d+.$') match = re.match(match_regex, self.notification.fcm_notification.body) self.assertIsNotNone(match) def test_fcm_notification_team(self): team = Team.get_by_id('frc1') notification = MatchScoreNotification(self.match, team) self.assertEqual(notification.fcm_notification.title, 'Team 1 TESTPRESENT Q1 Results') def test_data_payload(self): payload = self.notification.data_payload self.assertEqual(len(payload), 2) self.assertEqual(payload['event_key'], self.event.key_name) self.assertEqual(payload['match_key'], '{}_qm1'.format(self.event.key_name)) ... [3 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 40 - expected ')' • Block at line 14 has no indented body Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 7
| 1
| 2,676
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport re\nimport unittest2\n\nfrom google.appengine.ext import ndb\nfrom google.appengine.ext import testbed\n\nfrom consts.notification_type import NotificationType\nfrom helpers.event.event_test_creator import EventTestCreator\nfrom models.team import Team\n\nfrom models.notifications.match_score import MatchScoreNotification\n\n\nclass TestMatchScoreNotification(unittest2.TestCase):\n\n def setUp(self):\n self.testbed = testbed.Testbed()\n self.testbed.activate()\n self.testbed.init_datastore_v3_stub()\n self.testbed.init_memcache_stub()\n ndb.get_context().clear_cache() # Prevent data from leaking between tests\n\n self.testbed.init_taskqueue_stub(root_path=\".\")\n\n for team_number in range(6):\n Team(id=\"frc%s\" % team_number,\n team_number=team_number).put()\n\n self.event = EventTestCreator.createPresentEvent()\n self.match = self.event.matches[0]\n\n self.notification = MatchScoreNotification(self.match)\n\n def tearDown(self):\n self.testbed.deactivate()\n\n def test_type(self):\n self.assertEqual(MatchScoreNotification._type(), NotificationType.MATCH_SCORE)\n\n def test_fcm_notification(self:\n self.assertIsNotNone(self.notification.fcm_notification)\n self.assertEqual(self.notification.fcm_notification.title, 'TESTPRESENT Q1 Results')\n match_regex = re.compile(r'^\\d+, \\d+, \\d+ beat \\d+, \\d+, \\d+ scoring \\d+-\\d+.$')\n match = re.match(match_regex, self.notification.fcm_notification.body)\n self.assertIsNotNone(match)\n\n def test_fcm_notification_tied(self):\n score = self.notification.match.alliances['red']['score']\n self.notification.match.alliances['blue']['score'] = score\n self.assertIsNotNone(self.notification.fcm_notification)\n self.assertEqual(self.notification.fcm_notification.title, 'TESTPRESENT Q1 Results')\n match_regex = re.compile(r'^\\d+, \\d+, \\d+ tied with \\d+, \\d+, \\d+ scoring \\d+-\\d+.$')\n match = re.match(match_regex, self.notification.fcm_notification.body)\n self.assertIsNotNone(match)\n\n def test_fcm_notification_team(self):\n team = Team.get_by_id('frc1')\n notification = MatchScoreNotification(self.match, team)\n self.assertEqual(notification.fcm_notification.title, 'Team 1 TESTPRESENT Q1 Results')\n\n def test_data_payload(self):\n payload = self.notification.data_payload\n self.assertEqual(len(payload), 2)\n self.assertEqual(payload['event_key'], self.event.key_name)\n self.assertEqual(payload['match_key'], '{}_qm1'.format(self.event.key_name))\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 40 - expected ')'\n \u2022 Block at line 14 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
bcfd55447233f3a98240a98d95e5f9301c8b38ec
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code:
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
bcfdc746f65446c3a274947a1481597ff88c7469
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #! /usr/bin/env python import copy from copy import deepcopy import rospy import threading import quaternion import numpy as np from geometry_msgs.msg import Point from visualization_msgs.msg import * from franka_interface import ArmInterface from panda_robot import PandaArm import matplotlib.pyplot as plt from scipy.spatial.transform import Rotation def generate_desired_trajectory(iterations,T): a = np.zeros((6,iterations)) v = np.zeros((6,iterations)) p = np.zeros((3,iterations)) p[:,0] = get_p() if iterations > 300: a[2,0:100]=-0.00001/T**2 a[2,250:350]=0.00001/T**2 if iterations > 6500: a[0,4500:4510]=0.00001/T**2 a[0,6490:6500]=-0.00001/T**2 for i in range(max_num_it): if i>0: v[:,i]=v[:,i-1]+a[:,i-1]*T p[:,i]=p[:,i-1]+v[:3,i-1]*T return a,v,p #2 Generate a desired trajectory for the manipulator to follow def generate_desired_trajectory_express(iterations,T): a = np.zeros((6,iterations)) v = np.zeros((6,iterations)) p = np.zeros((3,iterations)) p[:,0] = get_p() if iterations > 175: a[2,0:50]=-0.00002/T**2 a[2,125:175]=0.00002/T**2 if iterations > 3250: a[0,2250:2255]=0.00002/T**2 a[0,3245:3250]=-0.00002/T**2 for i in range(max_num_it): if i>0: v[:,i]=v[:,i-1]+a[:,i-1]*T p[:,i]=p[:,i-1]+v[:3,i-1]*T return a,v,p #3 Generate a (time-consistent) desired motion trajectory def generate_desired_trajectory_tc(iterations,T,move_in_x=False): a = np.zeros((6,iterations)) v = np.zeros((6,iterations)) p = np.zeros((3,iterations)) p[:,0] = get_p() a[2,0:int(iterations/75)]=-1.25 a[2,int(iterations*2/75):int(iterations/25)]= 1.25 if move_in_x == True: a[0,int(iterations*3/5):int(iterations*451/750)]=1.25 a[0,int(iterations*649/750):int(iterations*13/15)]=-1.25 for i in range(max_num_it): if i>0: v[:,i]=v[:,i-1]+a[:,i-1]*T p[:,i]=p[:,i-1]+v[:3,i-1]*T return a,v,p """Functions for generating desired FORCE trajectories""" #1 Generate a desired force trajectory def generate_F_d(max_num_it,T): a = np.zeros((6,max_num_it)) v = np.zeros((6,max_num_it)) s = np.zeros((6,max_num_it)) a[2,0:100] = 0.0005/T**2 a[2,100:200] = - 0.0005/T**2 if max_num_it > 1100: a[2,500:550] = 0.0002/T**2 if max_num_it >4001: a[2,1500:1550]=-0.0002/T**2 it = 2000 while it <= 4000: a[2,it]= (-9*(np.pi**2)*(T/4)**2*np.sin(it*T/4*2*np.pi+np.pi/2))/T**2 it+=1 a[2,4001]=0.0001/T**2 for i in range(max_num_it): if i>0: v[2,i]=v[2,i-1]+a[2,i-1]*T s[2,i]=s[2,i-1]+v[2,i-1]*T return s #2 Generate an efficient desired force trajectory ... [26 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Explicit True comparison Severity: LOW Location: Line 63 Buggy code: if move_in_x == True: Should be: if move_in_x: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 4
| 0
| 2,945
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#! /usr/bin/env python\nimport copy\nfrom copy import deepcopy\nimport rospy\nimport threading\nimport quaternion\nimport numpy as np\nfrom geometry_msgs.msg import Point\nfrom visualization_msgs.msg import *\nfrom franka_interface import ArmInterface\nfrom panda_robot import PandaArm\nimport matplotlib.pyplot as plt\nfrom scipy.spatial.transform import Rotation\ndef generate_desired_trajectory(iterations,T):\n a = np.zeros((6,iterations))\n v = np.zeros((6,iterations))\n p = np.zeros((3,iterations))\n p[:,0] = get_p()\n \n if iterations > 300:\n a[2,0:100]=-0.00001/T**2\n a[2,250:350]=0.00001/T**2\n \n if iterations > 6500:\n a[0,4500:4510]=0.00001/T**2\n a[0,6490:6500]=-0.00001/T**2\n for i in range(max_num_it):\n if i>0:\n v[:,i]=v[:,i-1]+a[:,i-1]*T\n p[:,i]=p[:,i-1]+v[:3,i-1]*T\n return a,v,p\n\n#2 Generate a desired trajectory for the manipulator to follow\ndef generate_desired_trajectory_express(iterations,T):\n a = np.zeros((6,iterations))\n v = np.zeros((6,iterations))\n p = np.zeros((3,iterations))\n p[:,0] = get_p()\n \n if iterations > 175:\n a[2,0:50]=-0.00002/T**2\n a[2,125:175]=0.00002/T**2\n \n if iterations > 3250:\n a[0,2250:2255]=0.00002/T**2\n a[0,3245:3250]=-0.00002/T**2\n for i in range(max_num_it):\n if i>0:\n v[:,i]=v[:,i-1]+a[:,i-1]*T\n p[:,i]=p[:,i-1]+v[:3,i-1]*T\n return a,v,p\n\n#3 Generate a (time-consistent) desired motion trajectory\ndef generate_desired_trajectory_tc(iterations,T,move_in_x=False):\n a = np.zeros((6,iterations))\n v = np.zeros((6,iterations))\n p = np.zeros((3,iterations))\n p[:,0] = get_p()\n \n\n a[2,0:int(iterations/75)]=-1.25\n a[2,int(iterations*2/75):int(iterations/25)]= 1.25 \n if move_in_x == True:\n a[0,int(iterations*3/5):int(iterations*451/750)]=1.25\n a[0,int(iterations*649/750):int(iterations*13/15)]=-1.25\n\n for i in range(max_num_it):\n if i>0:\n v[:,i]=v[:,i-1]+a[:,i-1]*T\n p[:,i]=p[:,i-1]+v[:3,i-1]*T\n return a,v,p\n\n\"\"\"Functions for generating desired FORCE trajectories\"\"\"\n\n#1 Generate a desired force trajectory \ndef generate_F_d(max_num_it,T):\n a = np.zeros((6,max_num_it))\n v = np.zeros((6,max_num_it))\n s = np.zeros((6,max_num_it))\n \n a[2,0:100] = 0.0005/T**2\n a[2,100:200] = - 0.0005/T**2\n if max_num_it > 1100:\n a[2,500:550] = 0.0002/T**2\n if max_num_it >4001:\n a[2,1500:1550]=-0.0002/T**2\n it = 2000\n while it <= 4000:\n a[2,it]= (-9*(np.pi**2)*(T/4)**2*np.sin(it*T/4*2*np.pi+np.pi/2))/T**2\n it+=1\n a[2,4001]=0.0001/T**2\n \n for i in range(max_num_it):\n if i>0:\n v[2,i]=v[2,i-1]+a[2,i-1]*T\n s[2,i]=s[2,i-1]+v[2,i-1]*T\n\n return s\n\n#2 Generate an efficient desired force trajectory \n\n ... [26 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Explicit True comparison\n Severity: LOW\n\n Location: Line 63\n\n Buggy code:\n if move_in_x == True:\n\n Should be:\n if move_in_x:\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
bcfde8681fdc58448a7018049cb36bbab73499b0
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Generated by Django 2.2.9 on 2020-01-28 14:50 import django.utils.timezone from django.db import migrations, models class Migration(migrations.Migration): # Complete this line ("tests", "0009_auto_20200113_1239"), ] operations = [ migrations.AddField( model_name="modeltest", name="datetime_field1", field=models.DateTimeField(default=django.utils.timezone.now), preserve_default=False, ), ]
|
The missing line is: dependencies = [
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 483
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Generated by Django 2.2.9 on 2020-01-28 14:50\n\nimport django.utils.timezone\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n # Complete this line\n (\"tests\", \"0009_auto_20200113_1239\"),\n ]\n\n operations = [\n migrations.AddField(\n model_name=\"modeltest\",\n name=\"datetime_field1\",\n field=models.DateTimeField(default=django.utils.timezone.now),\n preserve_default=False,\n ),\n ]"}, {"role": "assistant", "content": "The missing line is:\n dependencies = ["}]
| false
| null | null | null |
bcfe9ac7b39f229df7d1b4504478244ea3835c1b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def halt(msg): """Prints an error message and terminates the program.""" msg = '\n' + msg init(convert=True) print(Fore.RED + msg, file=sys.stderr) print(Style.RESET_ALL, end='') sys.exit(1) return def print_tqdm(msg, err=False): """Print helper function compatible with tqdmm progressbar.""" # init() msg = '\n' + msg if err: tqdm.write(Fore.RED + msg) else: tqdm.write(msg) tqdm.write(Style.RESET_ALL, end='') return def get_base_url(): """Returns API root endpoint.""" return os.environ.get( 'CMAP_API_BASE_URL', 'https://simonscmap.com').rstrip('/') def jupytered(): """Returns True if jupyter notebook has invoked the package.""" jup = False import __main__ as main if not hasattr(main, '__file__'): jup = True return jup def inline(): """ Checks if the package results should get prepared for an "inline" context. Currently, just calls the jupytered function. """ return jupytered() def make_filename_by_table_var(table, variable, prefix=''): """Generate a filename (without extention) using table and variable names.""" if prefix != '': prefix += '_' return prefix + variable + '_' + table def canvas_rect(dw, dh): """Resizes a canvas dimensions so that it better fits on client browser.""" ar = dw / dh h = 400 if ar > 3 else 500
|
w_min = 300 w_max = 1000 w = int(ar * h) if w > w_max: w = w_max if w < w_min: w = w_min return w, h def get_data_limits(data, quant=0.05): """Returns low and high quantile limits of a numeric array.""" data = np.array(data).flatten() return np.nanquantile(data, quant), np.nanquantile(data, 1-quant) # def get_token(token=None): # token = token or os.environ.get('CMAP_API_KEY') # if token in [None, '']: # halt('API Key must be specified to access CMAP API') # return token def config_path(): """Returns the path to the config spreadsheet file.""" return os.path.join(os.path.dirname(os.path.realpath(__file__)), 'config.csv') ... [12 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 9
| 0
| 2,522
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef halt(msg):\r\n \"\"\"Prints an error message and terminates the program.\"\"\"\r\n msg = '\\n' + msg\r\n init(convert=True)\r\n print(Fore.RED + msg, file=sys.stderr) \r\n print(Style.RESET_ALL, end='')\r\n sys.exit(1)\r\n return\r\n\r\ndef print_tqdm(msg, err=False):\r\n \"\"\"Print helper function compatible with tqdmm progressbar.\"\"\"\r\n # init()\r\n msg = '\\n' + msg\r\n if err:\r\n tqdm.write(Fore.RED + msg) \r\n else: \r\n tqdm.write(msg)\r\n tqdm.write(Style.RESET_ALL, end='')\r\n return\r\n\r\ndef get_base_url():\r\n \"\"\"Returns API root endpoint.\"\"\"\r\n return os.environ.get(\r\n 'CMAP_API_BASE_URL', 'https://simonscmap.com').rstrip('/')\r\n\r\n\r\ndef jupytered():\r\n \"\"\"Returns True if jupyter notebook has invoked the package.\"\"\"\r\n jup = False\r\n import __main__ as main\r\n if not hasattr(main, '__file__'):\r\n jup = True \r\n return jup\r\n\r\ndef inline():\r\n \"\"\"\r\n Checks if the package results should get prepared for an \"inline\" context. \r\n Currently, just calls the jupytered function.\r\n \"\"\" \r\n return jupytered() \r\n\r\n\r\ndef make_filename_by_table_var(table, variable, prefix=''):\r\n \"\"\"Generate a filename (without extention) using table and variable names.\"\"\"\r\n if prefix != '': prefix += '_' \r\n return prefix + variable + '_' + table\r\n\r\n\r\ndef canvas_rect(dw, dh):\r\n \"\"\"Resizes a canvas dimensions so that it better fits on client browser.\"\"\" \r\n ar = dw / dh \r\n h = 400 if ar > 3 else 500"}, {"role": "assistant", "content": "\n w_min = 300\r\n w_max = 1000\r\n w = int(ar * h)\r\n if w > w_max: w = w_max\r\n if w < w_min: w = w_min\r\n return w, h\r\n\r\n\r\ndef get_data_limits(data, quant=0.05):\r\n \"\"\"Returns low and high quantile limits of a numeric array.\"\"\"\r\n data = np.array(data).flatten()\r\n return np.nanquantile(data, quant), np.nanquantile(data, 1-quant)\r\n\r\n\r\n\r\n# def get_token(token=None): \r\n# token = token or os.environ.get('CMAP_API_KEY')\r\n# if token in [None, '']:\r\n# halt('API Key must be specified to access CMAP API')\r\n# return token\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\ndef config_path():\r\n \"\"\"Returns the path to the config spreadsheet file.\"\"\"\r\n return os.path.join(os.path.dirname(os.path.realpath(__file__)), 'config.csv')\r\n\r\n\r\n\n ... [12 more functiondefs truncated] ..."}]
| false
| null | null | null |
4c016da0c81742ef879e9615198cd22dc666a5c6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! # source: api/v3/api_proto/projects.proto
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF 💡 Suggestions: Complete the expression on the last line
|
beginner
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 124
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by the protocol buffer compiler. DO NOT EDIT!\n# source: api/v3/api_proto/projects.proto"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line"}]
| false
| null | null | null |
4c02744bf60501dd6a24f21c67c4971193de0e1a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """Testing Device operations.""" import json import unittest.mock as mock from click.testing import CliRunner import homeassistant_cli.cli as cli def test_device_list(default_devices) -> None: """Test Device List.""" with mock.patch( 'homeassistant_cli.remote.get_devices', return_value=default_devices ): runner = CliRunner() result = runner.invoke( cli.cli, ["--output=json", "device", "list"], catch_exceptions=False, ) assert result.exit_code == 0 data = json.loads(result.output) assert len(data) == 23 def test_device_list_filter(default_devices) -> None: """Test Device List.""" with mock.patch( 'homeassistant_cli.remote.get_devices', return_value=default_devices ): runner = CliRunner() result = runner.invoke( cli.cli, ["--output=json", "device", "list", "table"], catch_exceptions=False, ) assert result.exit_code == 0 data = json.loads(result.output) assert len(data) == 2 assert data[0]['name'] == "Kitchen table left" assert data[1]['name'] == "Kitchen table right" def test_device_assign(default_areas, default_devices) -> None: """Test basic device assign.""" with mock.patch( 'homeassistant_cli.remote.get_devices', return_value=default_devices ): with mock.patch( 'homeassistant_cli.remote.get_areas', return_value=default_areas ): with mock.patch( 'homeassistant_cli.remote.assign_area', return_value={'success': True}, ): runner = CliRunner() result = runner.invoke( cli.cli, ["device", "assign", "Kitchen", "Kitchen table left"], catch_exceptions=False, ) print(result.output) assert result.exit_code == 0 expected = ( "Successfully assigned 'Kitchen'" " to 'Kitchen table left'\n" ) assert result.output == expected
|
Code Review: ❌ Critical issues: Block at line 14 has no indented body Block at line 32 has no indented body Block at line 59 has no indented body ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 ✨ Improvements: Remove debug print() at line 67 before production
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 0
| 2,207
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"Testing Device operations.\"\"\"\n\nimport json\nimport unittest.mock as mock\n\nfrom click.testing import CliRunner\nimport homeassistant_cli.cli as cli\n\n\ndef test_device_list(default_devices) -> None:\n \"\"\"Test Device List.\"\"\"\n with mock.patch(\n 'homeassistant_cli.remote.get_devices', return_value=default_devices\n ):\n\n runner = CliRunner()\n result = runner.invoke(\n cli.cli,\n [\"--output=json\", \"device\", \"list\"],\n catch_exceptions=False,\n )\n assert result.exit_code == 0\n\n data = json.loads(result.output)\n assert len(data) == 23\n\n\ndef test_device_list_filter(default_devices) -> None:\n \"\"\"Test Device List.\"\"\"\n with mock.patch(\n 'homeassistant_cli.remote.get_devices', return_value=default_devices\n ):\n\n runner = CliRunner()\n result = runner.invoke(\n cli.cli,\n [\"--output=json\", \"device\", \"list\", \"table\"],\n catch_exceptions=False,\n )\n assert result.exit_code == 0\n\n data = json.loads(result.output)\n assert len(data) == 2\n assert data[0]['name'] == \"Kitchen table left\"\n assert data[1]['name'] == \"Kitchen table right\"\n\n\ndef test_device_assign(default_areas, default_devices) -> None:\n \"\"\"Test basic device assign.\"\"\"\n with mock.patch(\n 'homeassistant_cli.remote.get_devices', return_value=default_devices\n ):\n with mock.patch(\n 'homeassistant_cli.remote.get_areas', return_value=default_areas\n ):\n with mock.patch(\n 'homeassistant_cli.remote.assign_area',\n return_value={'success': True},\n ):\n\n runner = CliRunner()\n result = runner.invoke(\n cli.cli,\n [\"device\", \"assign\", \"Kitchen\", \"Kitchen table left\"],\n catch_exceptions=False,\n )\n print(result.output)\n assert result.exit_code == 0\n expected = (\n \"Successfully assigned 'Kitchen'\"\n \" to 'Kitchen table left'\\n\"\n )\n assert result.output == expected"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 14 has no indented body\n Block at line 32 has no indented body\n Block at line 59 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 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\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 55\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n\n\u2728 Improvements:\n Remove debug print() at line 67 before production"}]
| false
| null | null | null |
4c03d0743c0121e9d0de50ceaa47b8661683af6f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from PyQt5.QtWidgets import QAction, QTreeWidget, QTreeWidgetItem, QFileDialog from PyQt5.QtGui import QIcon from PyQt5.QtCore import Qt import animations.general_animation as j3d from widgets.yaz0 import compress, compress_slow, compress_fast from io import BytesIO class tree_item(QTreeWidgetItem): def __init__(self, parent): QTreeWidgetItem.__init__(self, parent,1000) self.display_info = [] self.filepath = "" self.compressed = 1 self.bmd_file = None self.sound_data = None self.changed = False def set_values(self, display_info, filepath, compressed ): self.display_info = display_info self.filepath = filepath.replace("|", ".") self.compressed = compressed forward_i = filepath.rfind("/") + 1 backwad_i = filepath.rfind("\\") + 1 self.setText(0, self.filepath[max(forward_i, backwad_i):]) def set_sound(self, sound_data): self.sound_data = sound_data if sound_data is not None: icon = QIcon("icons/sound.png") self.setIcon(0, icon) else: self.setIcon(0, QIcon() ) def save_animation(self, other_filepath = "", compress_dis = 1, save_all = False): if save_all and not self.changed: print("skipping " + self.filepath + " because nothing has changed") return if other_filepath != "": working_filepath = other_filepath else: working_filepath = self.filepath if (working_filepath.endswith("a") and not working_filepath.endswith(".bva") ): info = j3d.fix_array( self.display_info) self.convert_to_a(info) else: info = j3d.fix_array( self.display_info) j3d.sort_filepath(working_filepath, info, self.sound_data) compress_status = self.compressed if compress_dis != 0: compress_status = compress_dis print(compress_status) if compress_status > 1: out = BytesIO() with open(working_filepath, "rb") as f: if compress_status == 2: out = compress_fast(f) elif compress_status == 3: out = compress(f) elif compress_status == 4: out = compress_slow(f) with open(working_filepath, "wb") as f: f.write(out.getbuffer()) self.changed = False def convert_to_k(self): filepath = self.filepath[:-1] + "k" info = j3d.fix_array(self.display_info) if self.filepath.endswith(".bca"): bck = j3d.sort_filepath(filepath, info) elif filepath.endswith(".bla"): blk = j3d.sort_filepath(filepath, info) ... [3 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 80: ... [3 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Complete the expression on the last line Add closing quote at line 26 Review syntax near the error location
|
advanced
|
ui
|
debugging
|
Pythoncode:Python
| 5
| 1
| 2,949
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom PyQt5.QtWidgets import QAction, QTreeWidget, QTreeWidgetItem, QFileDialog\nfrom PyQt5.QtGui import QIcon\nfrom PyQt5.QtCore import Qt\nimport animations.general_animation as j3d\nfrom widgets.yaz0 import compress, compress_slow, compress_fast\nfrom io import BytesIO\n\nclass tree_item(QTreeWidgetItem):\n def __init__(self, parent):\n QTreeWidgetItem.__init__(self, parent,1000)\n self.display_info = []\n self.filepath = \"\"\n self.compressed = 1\n self.bmd_file = None\n self.sound_data = None\n \n self.changed = False\n \n def set_values(self, display_info, filepath, compressed ):\n self.display_info = display_info\n self.filepath = filepath.replace(\"|\", \".\")\n self.compressed = compressed\n \n \n forward_i = filepath.rfind(\"/\") + 1\n backwad_i = filepath.rfind(\"\\\\\") + 1\n \n self.setText(0, self.filepath[max(forward_i, backwad_i):])\n \n def set_sound(self, sound_data):\n self.sound_data = sound_data\n if sound_data is not None:\n icon = QIcon(\"icons/sound.png\")\n self.setIcon(0, icon)\n else:\n self.setIcon(0, QIcon() )\n \n def save_animation(self, other_filepath = \"\", compress_dis = 1, save_all = False):\n \n if save_all and not self.changed:\n print(\"skipping \" + self.filepath + \" because nothing has changed\")\n return\n if other_filepath != \"\":\n working_filepath = other_filepath\n else:\n working_filepath = self.filepath\n \n if (working_filepath.endswith(\"a\") and not working_filepath.endswith(\".bva\") ):\n info = j3d.fix_array( self.display_info)\n self.convert_to_a(info)\n else: \n info = j3d.fix_array( self.display_info)\n j3d.sort_filepath(working_filepath, info, self.sound_data) \n \n compress_status = self.compressed\n if compress_dis != 0:\n compress_status = compress_dis\n print(compress_status)\n if compress_status > 1:\n out = BytesIO()\n with open(working_filepath, \"rb\") as f:\n if compress_status == 2:\n out = compress_fast(f)\n elif compress_status == 3:\n out = compress(f)\n elif compress_status == 4:\n out = compress_slow(f)\n with open(working_filepath, \"wb\") as f:\n f.write(out.getbuffer())\n self.changed = False\n def convert_to_k(self):\n filepath = self.filepath[:-1] + \"k\"\n info = j3d.fix_array(self.display_info) \n if self.filepath.endswith(\".bca\"): \n bck = j3d.sort_filepath(filepath, info)\n elif filepath.endswith(\".bla\"): \n blk = j3d.sort_filepath(filepath, info)\n \n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 26\n Invalid syntax at line 80: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n\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 |
4c03f5083b7da646254c6bd784cf88ab749969d1
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #Create the pre-defined song values and empty variables...Correct names not used so each starting letter would be unique
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 121
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#Create the pre-defined song values and empty variables...Correct names not used so each starting letter would be unique"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
4c040273405e24f9a3249bb42b05984c6988f41a
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # (c) 2012-2014 Continuum Analytics, Inc. / http://continuum.io # All Rights Reserved # # conda is distributed under the terms of the BSD 3-clause license. # Consult LICENSE.txt or http://opensource.org/licenses/BSD-3-Clause. import os from os.path import dirname, join, exists import unittest import pytest import conda.config as config from conda.utils import get_yaml from conda.compat import iterkeys from tests.helpers import run_conda_command def _get_default_urls(): return ['http://repo.continuum.io/pkgs/free', 'http://repo.continuum.io/pkgs/pro'] config.get_default_urls = _get_default_urls # unset CIO_TEST. This is a Continuum-internal variable that draws packages from an internal server instead of # repo.continuum.io try: del os.environ['CIO_TEST'] except KeyError: pass class TestConfig(unittest.TestCase): # These tests are mostly to ensure API stability def __init__(self, *args, **kwargs): config.rc = config.load_condarc(config.rc_path) # Otherwise normalization tests will fail if the user is logged into # binstar. config.rc['add_binstar_token'] = False super(TestConfig, self).__init__(*args, **kwargs)
|
def test_globals(self): self.assertTrue(config.root_dir) self.assertTrue(config.pkgs_dirs) self.assertTrue(config.envs_dirs) self.assertTrue(config.default_prefix) self.assertTrue(config.platform) self.assertTrue(config.subdir) self.assertTrue(config.arch_name) self.assertTrue(config.bits in (32, 64)) def test_pkgs_dir_from_envs_dir(self): root_dir = config.root_dir root_pkgs = join(root_dir, 'pkgs') for pi, po in [ (join(root_dir, 'envs'), root_pkgs), ('/usr/local/foo/envs' if config.platform != 'win' else 'C:\envs', '/usr/local/foo/envs/.pkgs' if config.platform != 'win' else 'C:\envs\.pkgs'), ]: self.assertEqual(config.pkgs_dir_from_envs_dir(pi), po) def test_proxy_settings(self): self.assertEqual(config.get_proxy_servers(), {'http': 'http://user:pass@corp.com:8080', 'https': 'https://user:pass@corp.com:8080'}) ... [10 more functiondefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,313
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# (c) 2012-2014 Continuum Analytics, Inc. / http://continuum.io\n# All Rights Reserved\n#\n# conda is distributed under the terms of the BSD 3-clause license.\n# Consult LICENSE.txt or http://opensource.org/licenses/BSD-3-Clause.\nimport os\nfrom os.path import dirname, join, exists\nimport unittest\n\nimport pytest\n\nimport conda.config as config\nfrom conda.utils import get_yaml\nfrom conda.compat import iterkeys\n\nfrom tests.helpers import run_conda_command\n\ndef _get_default_urls():\n return ['http://repo.continuum.io/pkgs/free',\n 'http://repo.continuum.io/pkgs/pro']\nconfig.get_default_urls = _get_default_urls\n\n# unset CIO_TEST. This is a Continuum-internal variable that draws packages from an internal server instead of\n# repo.continuum.io\ntry:\n del os.environ['CIO_TEST']\nexcept KeyError:\n pass\n\n\nclass TestConfig(unittest.TestCase):\n\n # These tests are mostly to ensure API stability\n\n def __init__(self, *args, **kwargs):\n config.rc = config.load_condarc(config.rc_path)\n # Otherwise normalization tests will fail if the user is logged into\n # binstar.\n config.rc['add_binstar_token'] = False\n super(TestConfig, self).__init__(*args, **kwargs)"}, {"role": "assistant", "content": "\n\n def test_globals(self):\n self.assertTrue(config.root_dir)\n self.assertTrue(config.pkgs_dirs)\n self.assertTrue(config.envs_dirs)\n self.assertTrue(config.default_prefix)\n self.assertTrue(config.platform)\n self.assertTrue(config.subdir)\n self.assertTrue(config.arch_name)\n self.assertTrue(config.bits in (32, 64))\n\n def test_pkgs_dir_from_envs_dir(self):\n root_dir = config.root_dir\n root_pkgs = join(root_dir, 'pkgs')\n for pi, po in [\n (join(root_dir, 'envs'), root_pkgs),\n ('/usr/local/foo/envs' if config.platform != 'win' else 'C:\\envs',\n '/usr/local/foo/envs/.pkgs' if config.platform != 'win' else 'C:\\envs\\.pkgs'),\n ]:\n self.assertEqual(config.pkgs_dir_from_envs_dir(pi), po)\n\n def test_proxy_settings(self):\n self.assertEqual(config.get_proxy_servers(),\n {'http': 'http://user:pass@corp.com:8080',\n 'https': 'https://user:pass@corp.com:8080'})\n\n\n ... [10 more functiondefs truncated] ..."}]
| false
| null | null | null |
4c0417fc2a324560f940489498afd9c4d64ac7c7
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # Bert has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model, # by Alex Wang, Kyunghyun Cho, NeuralGen 2019 # https://colab.research.google.com/drive/1MxKZGtQ9SSBjTK5ArsZ5LKhkztzg52RV # https://arxiv.org/abs/1902.04094 import tensorflow as tf import tensorflow_probability as tfp import numpy as np import math from malaya.text.bpe import merge_sentencepiece_tokens, merge_wordpiece_tokens def topk_distributions(logits, top_k): with tf.InteractiveSession().as_default(): logits = tf.convert_to_tensor(logits) kth_vals, kth_idx = tf.nn.top_k(logits, k = top_k) dist = tfp.distributions.categorical.Categorical(logits = kth_vals) idx = tf.gather( kth_idx, tf.expand_dims(dist.sample(), -1), batch_dims = 1 ) idx = tf.squeeze(idx, axis = -1) return idx.eval() def distributions(logits): with tf.InteractiveSession().as_default(): logits = tf.convert_to_tensor(logits) dist = tfp.distributions.categorical.Categorical(logits = logits) return dist.sample().eval() def generate_step( logits, gen_idx, top_k = 0, temperature = 1.0, sample = False, return_list = True, ): logits = logits[:, gen_idx] logits = logits / temperature if top_k > 0: idx = topk_distributions(logits, top_k) elif sample == True: idx = distributions(logits) else: idx = np.argmax(logits, axis = -1) return idx.tolist() if return_list else idx def tokenize_batch(batch, tokenizer): return [tokenizer.convert_tokens_to_ids(sent) for sent in batch] def untokenize_batch(batch, tokenizer): return [tokenizer.convert_ids_to_tokens(sent) for sent in batch] def get_init_text(seed_text, max_len, tokenizer, batch_size = 1): batch = [seed_text + [MASK] * max_len + [SEP] for _ in range(batch_size)] return tokenize_batch(batch, tokenizer) ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Explicit True comparison Severity: LOW Location: Line 43 Buggy code: elif sample == True: Should be: elif sample: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 6
| 0
| 1,971
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# Bert has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model,\n# by Alex Wang, Kyunghyun Cho, NeuralGen 2019\n# https://colab.research.google.com/drive/1MxKZGtQ9SSBjTK5ArsZ5LKhkztzg52RV\n# https://arxiv.org/abs/1902.04094\n\nimport tensorflow as tf\nimport tensorflow_probability as tfp\nimport numpy as np\nimport math\nfrom malaya.text.bpe import merge_sentencepiece_tokens, merge_wordpiece_tokens\n\ndef topk_distributions(logits, top_k):\n with tf.InteractiveSession().as_default():\n logits = tf.convert_to_tensor(logits)\n kth_vals, kth_idx = tf.nn.top_k(logits, k = top_k)\n dist = tfp.distributions.categorical.Categorical(logits = kth_vals)\n idx = tf.gather(\n kth_idx, tf.expand_dims(dist.sample(), -1), batch_dims = 1\n )\n idx = tf.squeeze(idx, axis = -1)\n return idx.eval()\n\n\ndef distributions(logits):\n with tf.InteractiveSession().as_default():\n logits = tf.convert_to_tensor(logits)\n dist = tfp.distributions.categorical.Categorical(logits = logits)\n return dist.sample().eval()\n\n\ndef generate_step(\n logits,\n gen_idx,\n top_k = 0,\n temperature = 1.0,\n sample = False,\n return_list = True,\n):\n logits = logits[:, gen_idx]\n logits = logits / temperature\n if top_k > 0:\n idx = topk_distributions(logits, top_k)\n elif sample == True:\n idx = distributions(logits)\n else:\n idx = np.argmax(logits, axis = -1)\n return idx.tolist() if return_list else idx\n\n\ndef tokenize_batch(batch, tokenizer):\n return [tokenizer.convert_tokens_to_ids(sent) for sent in batch]\n\n\ndef untokenize_batch(batch, tokenizer):\n return [tokenizer.convert_ids_to_tokens(sent) for sent in batch]\n\n\ndef get_init_text(seed_text, max_len, tokenizer, batch_size = 1):\n batch = [seed_text + [MASK] * max_len + [SEP] for _ in range(batch_size)]\n return tokenize_batch(batch, tokenizer)\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Explicit True comparison\n Severity: LOW\n\n Location: Line 43\n\n Buggy code:\n elif sample == True:\n\n Should be:\n elif sample:\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
4c045d0953c279b203d260f5d6f3f9a0b7bdf019
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """ [E] Given a sorted array, create a new array containing squares of all the number of the input array in the sorted order. Input: [-2, -1, 0, 2, 3] Output: [0, 1, 4, 4, 9] """ # Time: O(N) Space: O(n) def make_squares(arr): n = len(arr) squares = [0 for x in range(n)] highestSquareIdx = n - 1 left, right = 0, n - 1 while left <= right: leftSquare = arr[left] * arr[left] rightSquare = arr[right] * arr[right] if leftSquare > rightSquare: squares[highestSquareIdx] = leftSquare left += 1 else: squares[highestSquareIdx] = rightSquare right -= 1 highestSquareIdx -= 1 return squares
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 4 • IndentationError at line 25 Fixes: • Add closing quote at line 4 • Fix indentation to match Python syntax rules
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 654
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\n\n\n\"\"\"\n\n[E] Given a sorted array, create a new array containing squares of all the \nnumber of the input array in the sorted order.\n\nInput: [-2, -1, 0, 2, 3]\nOutput: [0, 1, 4, 4, 9]\n\n\"\"\"\n\n# Time: O(N) Space: O(n)\ndef make_squares(arr):\n n = len(arr)\n squares = [0 for x in range(n)]\n highestSquareIdx = n - 1\n left, right = 0, n - 1\n while left <= right:\n leftSquare = arr[left] * arr[left]\n rightSquare = arr[right] * arr[right]\n if leftSquare > rightSquare:\n squares[highestSquareIdx] = leftSquare\n left += 1\n else:\n squares[highestSquareIdx] = rightSquare\n right -= 1\n highestSquareIdx -= 1\n\n return squares"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 4\n \u2022 IndentationError at line 25\n\n Fixes:\n \u2022 Add closing quote at line 4\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
4c045e92df54148ce6ef4110afe95ac625400e40
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os from azureml.pipeline.steps import PythonScriptStep from azureml.core.runconfig import RunConfiguration from azureml.core.conda_dependencies import CondaDependencies from azureml.pipeline.core import PipelineData from azureml.pipeline.core import PipelineParameter from azureml.pipeline.steps import EstimatorStep from azureml.train.dnn import PyTorch def evaluate_step(model_dir, test_dir, compute_target): ''' This step evaluates the trained model on the testing data and outputs the accuracy. :param model_dir: The reference to the directory containing the trained model :type model_dir: DataReference :param test_dir: The reference to the directory containing the testing data :type test_dir: DataReference :param compute_target: The compute target to run the step on :type compute_target: ComputeTarget :return: The preprocess step, step outputs dictionary (keys: accuracy_file) :rtype: EstimatorStep, dict ''' accuracy_file = PipelineData( name='accuracy_file', pipeline_output_name='accuracy_file', datastore=test_dir.datastore, output_mode='mount', is_directory=False) outputs = [accuracy_file] outputs_map = { 'accuracy_file': accuracy_file } estimator = PyTorch( source_directory=os.path.dirname(os.path.abspath(__file__)), entry_script='evaluate.py', framework_version='1.3', Error: SyntaxError: unterminated string literal
|
Fixed Code: import os from azureml.pipeline.steps import PythonScriptStep from azureml.core.runconfig import RunConfiguration from azureml.core.conda_dependencies import CondaDependencies from azureml.pipeline.core import PipelineData from azureml.pipeline.core import PipelineParameter from azureml.pipeline.steps import EstimatorStep from azureml.train.dnn import PyTorch def evaluate_step(model_dir, test_dir, compute_target): ''' This step evaluates the trained model on the testing data and outputs the accuracy. :param model_dir: The reference to the directory containing the trained model :type model_dir: DataReference :param test_dir: The reference to the directory containing the testing data :type test_dir: DataReference :param compute_target: The compute target to run the step on :type compute_target: ComputeTarget Explanation: Close the string literal with matching quote
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 1,444
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\nfrom azureml.pipeline.steps import PythonScriptStep\nfrom azureml.core.runconfig import RunConfiguration\nfrom azureml.core.conda_dependencies import CondaDependencies\nfrom azureml.pipeline.core import PipelineData\nfrom azureml.pipeline.core import PipelineParameter\nfrom azureml.pipeline.steps import EstimatorStep\nfrom azureml.train.dnn import PyTorch\n\ndef evaluate_step(model_dir, test_dir, compute_target):\n '''\n This step evaluates the trained model on the testing data and outputs the accuracy.\n\n :param model_dir: The reference to the directory containing the trained model\n :type model_dir: DataReference\n :param test_dir: The reference to the directory containing the testing data\n :type test_dir: DataReference\n :param compute_target: The compute target to run the step on\n :type compute_target: ComputeTarget\n \n :return: The preprocess step, step outputs dictionary (keys: accuracy_file)\n :rtype: EstimatorStep, dict\n '''\n\n accuracy_file = PipelineData(\n name='accuracy_file', \n pipeline_output_name='accuracy_file',\n datastore=test_dir.datastore,\n output_mode='mount',\n is_directory=False)\n\n outputs = [accuracy_file]\n outputs_map = { 'accuracy_file': accuracy_file }\n \n estimator = PyTorch(\n source_directory=os.path.dirname(os.path.abspath(__file__)),\n entry_script='evaluate.py',\n framework_version='1.3',\n \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os\nfrom azureml.pipeline.steps import PythonScriptStep\nfrom azureml.core.runconfig import RunConfiguration\nfrom azureml.core.conda_dependencies import CondaDependencies\nfrom azureml.pipeline.core import PipelineData\nfrom azureml.pipeline.core import PipelineParameter\nfrom azureml.pipeline.steps import EstimatorStep\nfrom azureml.train.dnn import PyTorch\n\ndef evaluate_step(model_dir, test_dir, compute_target):\n '''\n This step evaluates the trained model on the testing data and outputs the accuracy.\n\n :param model_dir: The reference to the directory containing the trained model\n :type model_dir: DataReference\n :param test_dir: The reference to the directory containing the testing data\n :type test_dir: DataReference\n :param compute_target: The compute target to run the step on\n :type compute_target: ComputeTarget\n \n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
4c060ddce60243c22acf2298bfd181a17b757f40
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import torch import argparse import os import sys import cv2 import time class Configuration(): ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 9 has no indented body IndentationError at line 11 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
|
beginner
|
oop
|
debugging
|
Pythoncode:Python
| 0
| 1
| 145
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport torch\nimport argparse\nimport os\nimport sys\nimport cv2\nimport time\n\n\nclass Configuration():\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 9 has no indented body\n IndentationError at line 11\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
4c0955be4956893e543176a5a678b0a7caa5514d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python2.4 import httplib, urllib, sys # Define the parameters for the POST request and encode them in # a URL-safe format. params = urllib.urlencode([ #('js_code', sys.argv[1]), ('code_url', 'https://raw.githubusercontent.com/kennytilton/MatrixJS/master/js/matrixjs/js/Matrix/Cells.js'), ('code_url', 'https://raw.githubusercontent.com/kennytilton/MatrixJS/master/js/matrixjs/js/Matrix/Model.js'), ('code_url', 'https://raw.githubusercontent.com/kennytilton/MatrixJS/master/js/matrixjs/js/Tag.js'), ('compilation_level', 'ADVANCED_OPTIMIZATIONS'), ('output_format', 'text'), ('output_info', 'warnings'), ]) # Always use the following value for the Content-type header. headers = { "Content-type": "application/x-www-form-urlencoded" } conn = httplib.HTTPConnection('closure-compiler.appspot.com') conn.request('POST', '/compile', params, headers) response = conn.getresponse() data = response.read() print data conn.close()
|
Syntax Analysis: Syntax Errors Found: • SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 24 Fixes: • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 972
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python2.4\n\nimport httplib, urllib, sys\n\n# Define the parameters for the POST request and encode them in\n# a URL-safe format.\n\nparams = urllib.urlencode([\n #('js_code', sys.argv[1]),\n ('code_url', 'https://raw.githubusercontent.com/kennytilton/MatrixJS/master/js/matrixjs/js/Matrix/Cells.js'),\n ('code_url', 'https://raw.githubusercontent.com/kennytilton/MatrixJS/master/js/matrixjs/js/Matrix/Model.js'),\n ('code_url', 'https://raw.githubusercontent.com/kennytilton/MatrixJS/master/js/matrixjs/js/Tag.js'),\n ('compilation_level', 'ADVANCED_OPTIMIZATIONS'),\n ('output_format', 'text'),\n ('output_info', 'warnings'),\n ])\n\n# Always use the following value for the Content-type header.\nheaders = { \"Content-type\": \"application/x-www-form-urlencoded\" }\nconn = httplib.HTTPConnection('closure-compiler.appspot.com')\nconn.request('POST', '/compile', params, headers)\nresponse = conn.getresponse()\ndata = response.read()\nprint data\nconn.close()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 24\n\n Fixes:\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
4c09b0745eee677f40540659a3c584b6e7535d0a
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2017 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== def reroute_error(): """Temporarily reroute errors written to tf_logging.error into `captured`.""" with test.mock.patch.object(tf_should_use.tf_logging, 'error') as error: with test.mock.patch.object(tf_should_use.tf_logging, 'fatal') as fatal: yield error, fatal class TfShouldUseTest(test.TestCase): def testAddShouldUseWarningWhenNotUsed(self): c = constant_op.constant(0, name='blah0') def in_this_function(): h = tf_should_use._add_should_use_warning(c) del h with reroute_error() as (error, _): in_this_function() error.assert_called() msg = '\n'.join(error.call_args[0]) self.assertIn('Object was never used', msg) self.assertIn('blah0:0', msg) self.assertIn('in_this_function', msg) self.assertFalse(gc.garbage) def testAddShouldUseFatalWhenNotUsed(self): c = constant_op.constant(0, name='blah0') def in_this_function(): h = tf_should_use._add_should_use_warning(c, fatal_error=True) del h with reroute_error() as (_, fatal): in_this_function() fatal.assert_called() msg = '\n'.join(fatal.call_args[0]) self.assertIn('Object was never used', msg) self.assertIn('blah0:0', msg) self.assertIn('in_this_function', msg) self.assertFalse(gc.garbage) def _testAddShouldUseWarningWhenUsed(self, fn, name): c = constant_op.constant(0, name=name) with reroute_error() as (error, fatal): h = tf_should_use._add_should_use_warning(c) fn(h) del h error.assert_not_called() fatal.assert_not_called() def testAddShouldUseWarningWhenUsedWithAdd(self): def add(h): _ = h + 1 self._testAddShouldUseWarningWhenUsed(add, name='blah_add') gc.collect() self.assertFalse(gc.garbage) def testAddShouldUseWarningWhenUsedWithGetName(self): def get_name(h): _ = h.name self._testAddShouldUseWarningWhenUsed(get_name, name='blah_get_name') gc.collect() self.assertFalse(gc.garbage) def testShouldUseResult(self): @tf_should_use.should_use_result ... [5 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 22 has no indented body IndentationError at line 78 ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 29 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 11
| 1
| 2,788
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2017 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\ndef reroute_error():\n \"\"\"Temporarily reroute errors written to tf_logging.error into `captured`.\"\"\"\n with test.mock.patch.object(tf_should_use.tf_logging, 'error') as error:\n with test.mock.patch.object(tf_should_use.tf_logging, 'fatal') as fatal:\n yield error, fatal\n\n\nclass TfShouldUseTest(test.TestCase):\n\n def testAddShouldUseWarningWhenNotUsed(self):\n c = constant_op.constant(0, name='blah0')\n def in_this_function():\n h = tf_should_use._add_should_use_warning(c)\n del h\n with reroute_error() as (error, _):\n in_this_function()\n error.assert_called()\n msg = '\\n'.join(error.call_args[0])\n self.assertIn('Object was never used', msg)\n self.assertIn('blah0:0', msg)\n self.assertIn('in_this_function', msg)\n self.assertFalse(gc.garbage)\n\n def testAddShouldUseFatalWhenNotUsed(self):\n c = constant_op.constant(0, name='blah0')\n def in_this_function():\n h = tf_should_use._add_should_use_warning(c, fatal_error=True)\n del h\n with reroute_error() as (_, fatal):\n in_this_function()\n fatal.assert_called()\n msg = '\\n'.join(fatal.call_args[0])\n self.assertIn('Object was never used', msg)\n self.assertIn('blah0:0', msg)\n self.assertIn('in_this_function', msg)\n self.assertFalse(gc.garbage)\n\n def _testAddShouldUseWarningWhenUsed(self, fn, name):\n c = constant_op.constant(0, name=name)\n with reroute_error() as (error, fatal):\n h = tf_should_use._add_should_use_warning(c)\n fn(h)\n del h\n error.assert_not_called()\n fatal.assert_not_called()\n\n def testAddShouldUseWarningWhenUsedWithAdd(self):\n def add(h):\n _ = h + 1\n self._testAddShouldUseWarningWhenUsed(add, name='blah_add')\n gc.collect()\n self.assertFalse(gc.garbage)\n\n def testAddShouldUseWarningWhenUsedWithGetName(self):\n def get_name(h):\n _ = h.name\n self._testAddShouldUseWarningWhenUsed(get_name, name='blah_get_name')\n gc.collect()\n self.assertFalse(gc.garbage)\n\n def testShouldUseResult(self):\n @tf_should_use.should_use_result\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 22 has no indented body\n IndentationError at line 78\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 17\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
4c09c2107e354abe29a0559333bd163e132e44d0
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2020 The Bazel Authors. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def _detect_java_version(repository_ctx, java_bin): properties_out = repository_ctx.execute([java_bin, "-XshowSettings:properties"]).stderr # This returns an indented list of properties separated with newlines: # " java.vendor.url.bug = ... \n" # " java.version = 11.0.8\n" # " java.version.date = 2020-11-05\" strip_properties = [property.strip() for property in properties_out.splitlines() ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: version_property = [property for property in strip_properties if property.startswith("java.version = ")] if len(version_property) != 1: return None version_value = version_property[0][len("java.version = "):]
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,022
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2020 The Bazel Authors. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef _detect_java_version(repository_ctx, java_bin):\n properties_out = repository_ctx.execute([java_bin, \"-XshowSettings:properties\"]).stderr\n # This returns an indented list of properties separated with newlines:\n # \" java.vendor.url.bug = ... \\n\"\n # \" java.version = 11.0.8\\n\"\n # \" java.version.date = 2020-11-05\\\"\n\n strip_properties = [property.strip() for property in properties_out.splitlines()\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 version_property = [property for property in strip_properties if property.startswith(\"java.version = \")]\n if len(version_property) != 1:\n return None\n\n version_value = version_property[0][len(\"java.version = \"):]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c0a433f8f2a1c5fe05d98092959a53a97b1beea
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from couchdbkit import ResourceNotFound from tastypie import fields as tp_f from corehq.apps.api.resources import JsonResource from corehq.apps.api.resources.v0_1 import ( CustomResourceMeta, RequirePermissionAuthentication, ) from corehq.apps.api.util import get_object_or_not_exist from corehq.apps.fixtures.models import FixtureDataItem, FixtureDataType from corehq.apps.users.models import Permissions def convert_fdt(fdi): try: fdt = FixtureDataType.get(fdi.data_type_id) fdi.fixture_type = fdt.tag return fdi except ResourceNotFound: return fdi class FixtureResource(JsonResource): type = "fixture" fields = tp_f.DictField(attribute='try_fields_without_attributes', readonly=True, unique=True) # when null, that means the ref'd fixture type was not found fixture_type = tp_f.CharField(attribute='fixture_type', readonly=True, null=True) id = tp_f.CharField(attribute='_id', readonly=True, unique=True) def obj_get(self, bundle, **kwargs): # Complete this line FixtureDataItem, kwargs['pk'], kwargs['domain'])) def obj_get_list(self, bundle, **kwargs): domain = kwargs['domain'] parent_id = bundle.request.GET.get("parent_id", None) parent_ref_name = bundle.request.GET.get("parent_ref_name", None) references = bundle.request.GET.get("references", None) child_type = bundle.request.GET.get("child_type", None) type_id = bundle.request.GET.get("fixture_type_id", None) type_tag = bundle.request.GET.get("fixture_type", None) if parent_id and parent_ref_name and child_type and references: parent_fdi = FixtureDataItem.get(parent_id) fdis = list( FixtureDataItem.by_field_value( domain, child_type, parent_ref_name, parent_fdi.fields_without_attributes[references]) ) elif type_id or type_tag: type_id = type_id or FixtureDataType.by_domain_tag( domain, type_tag).one() fdis = list(FixtureDataItem.by_data_type(domain, type_id)) else: fdis = list(FixtureDataItem.by_domain(domain)) return [convert_fdt(fdi) for fdi in fdis] or [] class Meta(CustomResourceMeta): authentication = RequirePermissionAuthentication(Permissions.edit_apps) object_class = FixtureDataItem resource_name = 'fixture' limit = 0
|
The missing line is: return convert_fdt(get_object_or_not_exist(
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 2
| 2,563
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom couchdbkit import ResourceNotFound\nfrom tastypie import fields as tp_f\nfrom corehq.apps.api.resources import JsonResource\nfrom corehq.apps.api.resources.v0_1 import (\n CustomResourceMeta,\n RequirePermissionAuthentication,\n)\nfrom corehq.apps.api.util import get_object_or_not_exist\nfrom corehq.apps.fixtures.models import FixtureDataItem, FixtureDataType\nfrom corehq.apps.users.models import Permissions\n\n\ndef convert_fdt(fdi):\n try:\n fdt = FixtureDataType.get(fdi.data_type_id)\n fdi.fixture_type = fdt.tag\n return fdi\n except ResourceNotFound:\n return fdi\n\n\nclass FixtureResource(JsonResource):\n type = \"fixture\"\n fields = tp_f.DictField(attribute='try_fields_without_attributes',\n readonly=True, unique=True)\n # when null, that means the ref'd fixture type was not found\n fixture_type = tp_f.CharField(attribute='fixture_type', readonly=True,\n null=True)\n id = tp_f.CharField(attribute='_id', readonly=True, unique=True)\n\n def obj_get(self, bundle, **kwargs):\n # Complete this line\n FixtureDataItem, kwargs['pk'], kwargs['domain']))\n\n def obj_get_list(self, bundle, **kwargs):\n domain = kwargs['domain']\n parent_id = bundle.request.GET.get(\"parent_id\", None)\n parent_ref_name = bundle.request.GET.get(\"parent_ref_name\", None)\n references = bundle.request.GET.get(\"references\", None)\n child_type = bundle.request.GET.get(\"child_type\", None)\n type_id = bundle.request.GET.get(\"fixture_type_id\", None)\n type_tag = bundle.request.GET.get(\"fixture_type\", None)\n\n if parent_id and parent_ref_name and child_type and references:\n parent_fdi = FixtureDataItem.get(parent_id)\n fdis = list(\n FixtureDataItem.by_field_value(\n domain, child_type, parent_ref_name,\n parent_fdi.fields_without_attributes[references])\n )\n elif type_id or type_tag:\n type_id = type_id or FixtureDataType.by_domain_tag(\n domain, type_tag).one()\n fdis = list(FixtureDataItem.by_data_type(domain, type_id))\n else:\n fdis = list(FixtureDataItem.by_domain(domain))\n\n return [convert_fdt(fdi) for fdi in fdis] or []\n\n class Meta(CustomResourceMeta):\n authentication = RequirePermissionAuthentication(Permissions.edit_apps)\n object_class = FixtureDataItem\n resource_name = 'fixture'\n limit = 0"}, {"role": "assistant", "content": "The missing line is:\n return convert_fdt(get_object_or_not_exist("}]
| false
| null | null | null |
4c0ab106ed9ecd5a4593bfc5cb160cb433ae9bfc
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- class TestDomain(TestCase): # pylint: disable=too-few-public-methods """Serve as a Base class for all tests of the Domain class.""" def setUp(self): # pylint: disable=invalid-name """Initialize the class.""" # Call the inherited setUp method super().setUp() # Make sure the Client fixture is created and setup self.cfixt = self.useFixture(ClientFixture()) self.client = self.cfixt.client self.api_url = f"{self.cfixt.base_url}/domain/v1" # Setup a test response one would expect normally self.valid_response = [ {"id": 1234, "name": "example.com"}, {"id": 4321, "name": "*.example.com"}, {"id": 4322, "name": "subdomain.example.com"}, ] # Setup a test response for getting a specific Domain self.valid_individual_response = self.valid_response[0] self.valid_individual_response["status"] = "Active" # Setup JSON to return in an error self.error_response = {"description": "domain error"} ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: class TestInit(TestDomain): """Test the class initializer.""" @responses.activate
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 3
| 1,084
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass TestDomain(TestCase): # pylint: disable=too-few-public-methods\n \"\"\"Serve as a Base class for all tests of the Domain class.\"\"\"\n\n def setUp(self): # pylint: disable=invalid-name\n \"\"\"Initialize the class.\"\"\"\n # Call the inherited setUp method\n super().setUp()\n\n # Make sure the Client fixture is created and setup\n self.cfixt = self.useFixture(ClientFixture())\n self.client = self.cfixt.client\n\n self.api_url = f\"{self.cfixt.base_url}/domain/v1\"\n\n # Setup a test response one would expect normally\n self.valid_response = [\n {\"id\": 1234, \"name\": \"example.com\"},\n {\"id\": 4321, \"name\": \"*.example.com\"},\n {\"id\": 4322, \"name\": \"subdomain.example.com\"},\n ]\n\n # Setup a test response for getting a specific Domain\n self.valid_individual_response = self.valid_response[0]\n self.valid_individual_response[\"status\"] = \"Active\"\n\n # Setup JSON to return in an error\n self.error_response = {\"description\": \"domain error\"}\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\nclass TestInit(TestDomain):\n \"\"\"Test the class initializer.\"\"\"\n\n @responses.activate"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c0ab34e213a6cac6f714e8bdb911bff09620f44
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code:
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c0acd1ef9075a9d08118479182c8461e04d6e01
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Generated by Django 3.1.3 on 2021-01-07 00:42 from django.conf import settings from django.db import migrations, models import django.db.models.deletion import django.utils.timezone ... [1 more classdefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 10: ... [1 more classdefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 0
| 231
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Generated by Django 3.1.3 on 2021-01-07 00:42\n\nfrom django.conf import settings\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport django.utils.timezone\n\n\n\n ... [1 more classdefs 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 10: ... [1 more classdefs 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 |
4c0b4ff66b7c9992658d93e432fdd2bd5452694f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import importlib class ControllerLoader: """ The ControllerLoader class. """ @staticmethod def load(directory, package): """ It is an utility to load automatically all the python module presents on a given directory """ for module in os.listdir(directory: sub_dir = directory + "/" + module if os.path.isdir(sub_dir): ControllerLoader.load(sub_dir, "{}.{}".format(package, module)) if module == "__init__.py" or module[-3:] != ".py": continue else: module_import_name = "{}.{}".format(package, module[:-3]) importlib.import_module(module_import_name)
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unterminated string literal at line 6 • Unclosed '(' at line 16 - expected ')' • Invalid syntax at line 16: for module in os.listdir(directory: Fix: Add missing ')' bracket at line 16
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 736
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport importlib\n\n\nclass ControllerLoader:\n \"\"\"\n The ControllerLoader class.\n \"\"\"\n\n @staticmethod\n def load(directory, package):\n \"\"\"\n It is an utility to load automatically all the python\n module presents on a given directory\n \"\"\"\n for module in os.listdir(directory:\n sub_dir = directory + \"/\" + module\n if os.path.isdir(sub_dir):\n ControllerLoader.load(sub_dir, \"{}.{}\".format(package, module))\n if module == \"__init__.py\" or module[-3:] != \".py\":\n continue\n else:\n module_import_name = \"{}.{}\".format(package, module[:-3])\n importlib.import_module(module_import_name)"}, {"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 6\n \u2022 Unclosed '(' at line 16 - expected ')'\n \u2022 Invalid syntax at line 16: for module in os.listdir(directory:\n\n\n Fix: Add missing ')' bracket at line 16"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
4c0c9d4712283b7b6b90ddca4309f49cea6694d9
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from flask import Blueprint, Flask, send_from_directory from werkzeug.security import check_password_hash, generate_password_hash from app import db from app.mod_auth.forms import LoginForm from app.mod_auth.models import User mod_ecomm = Blueprint('products', __name__, url_prefix='/products', static_folder='../../frontend/build') @mod_ecomm.route("/", defaults={'path': ''}) def serve(path): if path: return send_from_directory(mod_ecomm.static_folder, path) else: return send_from_directory(mod_ecomm.static_folder, 'index.html')
|
Functions: serve This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 601
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom flask import Blueprint, Flask, send_from_directory\r\nfrom werkzeug.security import check_password_hash, generate_password_hash\r\n\r\nfrom app import db\r\nfrom app.mod_auth.forms import LoginForm\r\nfrom app.mod_auth.models import User\r\n\r\nmod_ecomm = Blueprint('products', __name__, url_prefix='/products',\r\n static_folder='../../frontend/build')\r\n\r\n\r\n@mod_ecomm.route(\"/\", defaults={'path': ''})\r\ndef serve(path):\r\n if path:\r\n return send_from_directory(mod_ecomm.static_folder, path)\r\n else:\r\n return send_from_directory(mod_ecomm.static_folder, 'index.html')"}, {"role": "assistant", "content": " Functions: serve\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c0d5b44bfd54d1398052b98c3fc9dbc04be5c4f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from .functions import monitor_watchlist_action, manager
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 59
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom .functions import monitor_watchlist_action, manager"}, {"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
|
4c0dc6446f67b743dcdbd74576706d0d6a1843b4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pprint import logging from django.conf import settings from rest_framework import status from rest_framework.views import APIView from rest_framework.response import Response from zenslackchat.message import handler from zenslackchat.models import SlackApp from zenslackchat.models import ZendeskApp class Events(APIView): """Handle Events using the webapp instead of using the RTM API. This is handy as i don't need to run a specifc bot process just to handle events. Instead I can just using the webapp REST API for this. Handy documentation for Slack events: https://api.slack.com/events-api The app needs to subscribe to events to receive them. From https://api.slack.com/apps/<APP ID>/event-subscriptions you need to: - Enable Events from "Off" to "On" - Enter the "Request URL" e.g.: http://<instance id>.ngrok.io/slack/events/ - Then "Subscribe to events on behalf of users" - Click "Add Workspace Event" and add "message.channels". Message on channels will now start being recieved. The bot will need to be invited to a channel first. """ def post(self, request, *args, **kwargs): """Events will come in over a POST request. """ log = logging.getLogger(__name__) slack_message = request.data if slack_message.get('token') != settings.SLACK_VERIFICATION_TOKEN: log.error("Slack message verification failed!") return Response(status=status.HTTP_403_FORBIDDEN) # verification challenge, convert to signature verification instead: if slack_message.get('type') == 'url_verification':
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 15 • Block at line 23 has no indented body • Block at line 46 has no body - expected indented block Fix: Add body to If block or use 'pass' statement
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 1,642
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pprint\nimport logging\n\nfrom django.conf import settings\nfrom rest_framework import status\nfrom rest_framework.views import APIView\nfrom rest_framework.response import Response\n\nfrom zenslackchat.message import handler\nfrom zenslackchat.models import SlackApp\nfrom zenslackchat.models import ZendeskApp\n\n\nclass Events(APIView):\n \"\"\"Handle Events using the webapp instead of using the RTM API.\n\n This is handy as i don't need to run a specifc bot process just to handle\n events. Instead I can just using the webapp REST API for this.\n\n Handy documentation for Slack events: https://api.slack.com/events-api\n\n The app needs to subscribe to events to receive them. From\n https://api.slack.com/apps/<APP ID>/event-subscriptions you need to:\n\n - Enable Events from \"Off\" to \"On\"\n - Enter the \"Request URL\" e.g.: http://<instance id>.ngrok.io/slack/events/\n - Then \"Subscribe to events on behalf of users\"\n - Click \"Add Workspace Event\" and add \"message.channels\".\n\n Message on channels will now start being recieved. The bot will need to be\n invited to a channel first.\n\n \"\"\"\n def post(self, request, *args, **kwargs):\n \"\"\"Events will come in over a POST request.\n \"\"\"\n log = logging.getLogger(__name__)\n\n slack_message = request.data\n\n if slack_message.get('token') != settings.SLACK_VERIFICATION_TOKEN:\n log.error(\"Slack message verification failed!\")\n return Response(status=status.HTTP_403_FORBIDDEN)\n\n # verification challenge, convert to signature verification instead:\n if slack_message.get('type') == 'url_verification':"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 15\n \u2022 Block at line 23 has no indented body\n \u2022 Block at line 46 has no body - expected indented block\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
4c0e902c9bd14492f727e042bd245ed10c04c202
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2020 University Of Delhi. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def isolated_cores_check(): "" isolated_cores_check """ logger = logging.getLogger(__name__) traced_value = trace_isolated_cores() required_value = required_isolated_cores() result = {'category': 'compute', 'case_name': 'isolated_cores_check', 'details': {'traced_cores': traced_value, 'required_cores': required_value } } if is_ranges_equals(traced_value, required_value): result['criteria'] = 'pass' else: result['criteria'] = 'fail' store_result(logger, result) return result def reserved_vnf_cores_check(): """ reserved_vnf_cores_check """ logger = logging.getLogger(__name__) traced_value = trace_reserved_vnf_cores() required_value = required_reserved_vnf_cores() result = {'category': 'compute', 'case_name': 'reserved_vnf_cores_check', 'details': {'traced_cores': traced_value, 'required_cores': required_value } } if is_ranges_equals(traced_value, required_value): result['criteria'] = 'pass' else: result['criteria'] = 'fail' store_result(logger, result) return result def vswitch_pmd_cores_check(): """ vswitch_pmd_cores_check """ logger = logging.getLogger(__name__) traced_value = trace_vswitch_pmd_cores() required_value = required_vswitch_pmd_cores() result = {'category': 'compute', 'case_name': 'vswitch_pmd_cores_check', 'details': {'traced_cores': traced_value, 'required_cores': required_value } } if is_ranges_equals(traced_value, required_value): result['criteria'] = 'pass' else: result['criteria'] = 'fail' store_result(logger, result) return result ... [31 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 18 • Block at line 15 has no indented body Fix: Fix indentation to match Python syntax rules
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 2,581
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2020 University Of Delhi.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef isolated_cores_check():\n\"\"\n isolated_cores_check\n \"\"\"\n logger = logging.getLogger(__name__)\n traced_value = trace_isolated_cores()\n required_value = required_isolated_cores()\n\n result = {'category': 'compute',\n 'case_name': 'isolated_cores_check',\n 'details': {'traced_cores': traced_value,\n 'required_cores': required_value\n }\n }\n\n if is_ranges_equals(traced_value, required_value):\n result['criteria'] = 'pass'\n else:\n result['criteria'] = 'fail'\n\n\n store_result(logger, result)\n return result\n\n\n\ndef reserved_vnf_cores_check():\n \"\"\"\n reserved_vnf_cores_check\n \"\"\"\n logger = logging.getLogger(__name__)\n traced_value = trace_reserved_vnf_cores()\n required_value = required_reserved_vnf_cores()\n\n result = {'category': 'compute',\n 'case_name': 'reserved_vnf_cores_check',\n 'details': {'traced_cores': traced_value,\n 'required_cores': required_value\n }\n }\n\n if is_ranges_equals(traced_value, required_value):\n result['criteria'] = 'pass'\n else:\n result['criteria'] = 'fail'\n\n\n store_result(logger, result)\n return result\n\n\n\ndef vswitch_pmd_cores_check():\n \"\"\"\n vswitch_pmd_cores_check\n \"\"\"\n logger = logging.getLogger(__name__)\n traced_value = trace_vswitch_pmd_cores()\n required_value = required_vswitch_pmd_cores()\n\n result = {'category': 'compute',\n 'case_name': 'vswitch_pmd_cores_check',\n 'details': {'traced_cores': traced_value,\n 'required_cores': required_value\n }\n }\n\n if is_ranges_equals(traced_value, required_value):\n result['criteria'] = 'pass'\n else:\n result['criteria'] = 'fail'\n\n\n store_result(logger, result)\n return result\n\n\n\n\n ... [31 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 18\n \u2022 Block at line 15 has no indented body\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
4c0ea6f1c1da094761872bcebae0cfc6089b3d54
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ Here you find either new implemented modules or alternate implementations of already modules. This directory is intended to have a second implementation beside the main implementation to have a discussion which implementation to
|
favor on the long run. """
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 262
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\nHere you find either new implemented modules or alternate implementations \nof already modules. This directory is intended to have a second implementation\nbeside the main implementation to have a discussion which implementation to"}, {"role": "assistant", "content": "\nfavor on the long run.\n\"\"\""}]
| false
| null | null | null |
4c0f174360fe29201e22d16e102aa2c61bad20f2
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: ''' Created on Mar 6, 2014 @author: tharanga ''' import unittest from time import sleep import EventService as es from EventService import WebSocketServer as ws from EventService import EventManager as em import socket from base64 import b64encode import struct import MySQLdb import json import EventService import flaskr import tempfile def encodeMessage( message): message = b64encode(message) b1 =0x80 | 0x1 & 0x0f b2 = 0 header="" payload_len = len(message) if payload_len < 126 : header = struct.pack('>BB', b1, payload_len) message= header +message elif (payload_len < ((2 ** 16) - 1)): b2 |= 126 header += chr(b1) header += chr(b2) l = struct.pack(">H", payload_len) header += l message = header +message else: b2 |= 127 header += chr(b1) header += chr(b2) l = struct.pack(">Q", payload_len) header += l message = header +message return message class TestWebSockets(unittest.TestCase): def setUp(self): self.wsServer = ws('',12345,'127.0.0.1') self.wsServer.setRunning(True); sleep(1) self.testsocket = socket.socket(socket.AF_INET, socket.SOCK_STREAM) self.testsocket.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1) # Create a socket object host = 'localhost' # Get local machine name port = 12345 self.testsocket.connect((host, port)) def tearDown(self): self.wsServer.closeConnection(); self.testsocket.close() sleep(1) def test_webSocketServerOBject(self): self.assertEqual(self.wsServer.SERVER, '', "Server set to the desired value") self.assertEqual(self.wsServer.PORT, 12345, "Server port is set correctly") self.assertEqual(self.wsServer.LOCALHOST, "127.0.0.1", "Localhost set to 127.0.0.1") def test_invalid_Request(self): message= "Test Message" self.testsocket.send(message) data = repr(self.testsocket.recv(1024)) #print 'Response to invalid message<TestMessage> %s'%(data) self.assertEqual(data, '\'CONNECTION_REJECTED\'', "Invalid Message rejected") def test_valid_WS_Request(self): message = "GET /mychat HTTP/1.1\nHost: server.example.com\nUpgrade: websocket\nConnection: Upgrade\nSec-WebSocket-Key: x3JJHMbDL1EzLkh9GBhXDw==\nSec-WebSocket-Protocol: chat\nSec-WebSocket-Version: 13\nOrigin: localhost\n\n" # message = "Test message" self.testsocket.sendall(message) wsresponse = repr(self.testsocket.recv(1024)) #print 'Response to valid ws request %s'%wsresponse self.assertNotEqual(wsresponse, '\'CONNECTION_REJECTED\'', "Connection is not rejected") self.assertIsNotNone(wsresponse, "Connection Response is not Empty") se ... [code truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 3,033
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n'''\nCreated on Mar 6, 2014\n\n@author: tharanga\n'''\nimport unittest\nfrom time import sleep\nimport EventService as es\nfrom EventService import WebSocketServer as ws\nfrom EventService import EventManager as em\nimport socket\nfrom base64 import b64encode \nimport struct\nimport MySQLdb\nimport json\nimport EventService\nimport flaskr\nimport tempfile\n\ndef encodeMessage( message): \n message = b64encode(message)\n b1 =0x80 | 0x1 & 0x0f\n b2 = 0\n header=\"\"\n payload_len = len(message)\n if payload_len < 126 :\n header = struct.pack('>BB', b1, payload_len)\n message= header +message\n elif (payload_len < ((2 ** 16) - 1)):\n b2 |= 126\n header += chr(b1)\n header += chr(b2)\n l = struct.pack(\">H\", payload_len)\n header += l\n message = header +message\n else: \n b2 |= 127\n header += chr(b1)\n header += chr(b2)\n l = struct.pack(\">Q\", payload_len)\n header += l\n message = header +message\n return message\n\nclass TestWebSockets(unittest.TestCase): \n\n def setUp(self):\n self.wsServer = ws('',12345,'127.0.0.1')\n self.wsServer.setRunning(True);\n sleep(1)\n self.testsocket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n self.testsocket.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1) # Create a socket object\n host = 'localhost' # Get local machine name\n port = 12345 \n self.testsocket.connect((host, port))\n\n def tearDown(self):\n self.wsServer.closeConnection();\n self.testsocket.close()\n sleep(1)\n\n def test_webSocketServerOBject(self):\n self.assertEqual(self.wsServer.SERVER, '', \"Server set to the desired value\")\n self.assertEqual(self.wsServer.PORT, 12345, \"Server port is set correctly\")\n self.assertEqual(self.wsServer.LOCALHOST, \"127.0.0.1\", \"Localhost set to 127.0.0.1\")\n \n def test_invalid_Request(self):\n message= \"Test Message\"\n self.testsocket.send(message)\n data = repr(self.testsocket.recv(1024))\n #print 'Response to invalid message<TestMessage> %s'%(data)\n self.assertEqual(data, '\\'CONNECTION_REJECTED\\'', \"Invalid Message rejected\")\n \n def test_valid_WS_Request(self):\n message = \"GET /mychat HTTP/1.1\\nHost: server.example.com\\nUpgrade: websocket\\nConnection: Upgrade\\nSec-WebSocket-Key: x3JJHMbDL1EzLkh9GBhXDw==\\nSec-WebSocket-Protocol: chat\\nSec-WebSocket-Version: 13\\nOrigin: localhost\\n\\n\"\n# message = \"Test message\"\n self.testsocket.sendall(message)\n wsresponse = repr(self.testsocket.recv(1024)) \n #print 'Response to valid ws request %s'%wsresponse\n self.assertNotEqual(wsresponse, '\\'CONNECTION_REJECTED\\'', \"Connection is not rejected\")\n self.assertIsNotNone(wsresponse, \"Connection Response is not Empty\")\n se\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c10bad25f060a9091150e60b188f22ceaae17b0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import threading import time import unittest from OpenDrive.client_side import file_changes_json as c_json from OpenDrive.client_side import interface from OpenDrive.client_side import main from OpenDrive.client_side import paths as client_paths from OpenDrive.server_side import paths as server_paths from tests.client_side.helper_client import h_register_dummy_user_device_client from tests.helper_all import h_client_routine, h_start_server_process, h_stop_server_process, \ h_clear_init_all_folders, h_create_empty class TestMain(unittest.TestCase): def setUp(self) -> None: h_clear_init_all_folders() self._server_process = h_start_server_process() self.folder1_abs_local_path = client_paths.normalize_path(client_paths.LOCAL_CLIENT_DATA, "folder1") h_create_empty(self.f
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 22 - expected ')' • Block at line 16 has no indented body • SyntaxError: '(' was never closed at line 22 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 830
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport threading\nimport time\nimport unittest\n\nfrom OpenDrive.client_side import file_changes_json as c_json\nfrom OpenDrive.client_side import interface\nfrom OpenDrive.client_side import main\nfrom OpenDrive.client_side import paths as client_paths\nfrom OpenDrive.server_side import paths as server_paths\nfrom tests.client_side.helper_client import h_register_dummy_user_device_client\nfrom tests.helper_all import h_client_routine, h_start_server_process, h_stop_server_process, \\\n h_clear_init_all_folders, h_create_empty\n\n\nclass TestMain(unittest.TestCase):\n\n def setUp(self) -> None:\n h_clear_init_all_folders()\n self._server_process = h_start_server_process()\n self.folder1_abs_local_path = client_paths.normalize_path(client_paths.LOCAL_CLIENT_DATA, \"folder1\")\n h_create_empty(self.f"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 22 - expected ')'\n \u2022 Block at line 16 has no indented body\n \u2022 SyntaxError: '(' was never closed at line 22\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c1112a8d3df95d531441fb2f11172b25c1ca8ae
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os import numpy as np from skimage import io, data_dir from skimage._shared import testing from skimage._shared.testing import assert_array_equal one_by_one_jpeg = ( b'\xff\xd8\xff\xe0\x00\x10JFIF\x00\x01\x01\x00\x00\x01' b'\x00\x01\x00\x00\xff\xdb\x00C\x00\x03\x02\x02\x02\x02' b'\x02\x03\x02\x02\x02\x03\x03\x03\x03\x04\x06\x04\x04' b'\x04\x04\x04\x08\x06\x06\x05\x06\t\x08\n\n\t\x08\t\t' b'\n\x0c\x0f\x0c\n\x0b\x0e\x0b\t\t\r\x11\r\x0e\x0f\x10' b'\x10\x11\x10\n\x0c\x12\x13\x12\x10\x13\x0f\x10\x10' b'\x10\xff\xc0\x00\x0b\x08\x00\x01\x00\x01\x01\x01\x11' b'\x00\xff\xc4\x00\x14\x00\x01\x00\x00\x00\x00\x00\x00' b'\x00\x00\x00\x00\x00\x00\x00\x00\x00\t\xff\xc4\x00' b'\x14\x10\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00' b'\x00\x00\x00\x00\x00\x00\xff\xda\x00\x08\x01\x01\x00' b'\x00?\x00*\x9f\xff\xd9' ) def test_stack_basic(): x = np.arange(12).reshape(3, 4) io.push(x) assert_array_equal(io.pop(), x) def test_stack_non_array(): with testing.raises(ValueError): io.push([[1, 2, 3]]) def test_imread_file_url(): # tweak data path so that file URI works on both unix and windows. data_path = data_dir.lstrip(os.path.sep) data_path = data_path.replace(os.path.sep, '/') image_url = 'file:///{0}/camera.png'.format(data_path) image = io.imread(image_url) assert image.shape == (512, 512) def test_imread_http_url(httpserver): # httpserver is a fixture provided by pytest-localserver # https://bitbucket.org/pytest-dev/pytest-localserver/ httpserver.serve_content(one_by_one_jpeg) # it will serve anything you provide to it on its url. # we add a /test.jpg so that we can identify the content # by extension image = io.imread(httpserver.url + '/test.jpg' + '?' + 's' * 266) assert image.shape == (1, 1)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 0
| 1,850
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\n\nimport numpy as np\nfrom skimage import io, data_dir\n\nfrom skimage._shared import testing\nfrom skimage._shared.testing import assert_array_equal\n\n\none_by_one_jpeg = (\n b'\\xff\\xd8\\xff\\xe0\\x00\\x10JFIF\\x00\\x01\\x01\\x00\\x00\\x01'\n b'\\x00\\x01\\x00\\x00\\xff\\xdb\\x00C\\x00\\x03\\x02\\x02\\x02\\x02'\n b'\\x02\\x03\\x02\\x02\\x02\\x03\\x03\\x03\\x03\\x04\\x06\\x04\\x04'\n b'\\x04\\x04\\x04\\x08\\x06\\x06\\x05\\x06\\t\\x08\\n\\n\\t\\x08\\t\\t'\n b'\\n\\x0c\\x0f\\x0c\\n\\x0b\\x0e\\x0b\\t\\t\\r\\x11\\r\\x0e\\x0f\\x10'\n b'\\x10\\x11\\x10\\n\\x0c\\x12\\x13\\x12\\x10\\x13\\x0f\\x10\\x10'\n b'\\x10\\xff\\xc0\\x00\\x0b\\x08\\x00\\x01\\x00\\x01\\x01\\x01\\x11'\n b'\\x00\\xff\\xc4\\x00\\x14\\x00\\x01\\x00\\x00\\x00\\x00\\x00\\x00'\n b'\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\t\\xff\\xc4\\x00'\n b'\\x14\\x10\\x01\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00'\n b'\\x00\\x00\\x00\\x00\\x00\\x00\\xff\\xda\\x00\\x08\\x01\\x01\\x00'\n b'\\x00?\\x00*\\x9f\\xff\\xd9'\n)\n\ndef test_stack_basic():\n x = np.arange(12).reshape(3, 4)\n io.push(x)\n\n assert_array_equal(io.pop(), x)\n\n\ndef test_stack_non_array():\n with testing.raises(ValueError):\n io.push([[1, 2, 3]])\n\n\ndef test_imread_file_url():\n # tweak data path so that file URI works on both unix and windows.\n data_path = data_dir.lstrip(os.path.sep)\n data_path = data_path.replace(os.path.sep, '/')\n image_url = 'file:///{0}/camera.png'.format(data_path)\n image = io.imread(image_url)\n assert image.shape == (512, 512)\n\n\ndef test_imread_http_url(httpserver):\n # httpserver is a fixture provided by pytest-localserver\n # https://bitbucket.org/pytest-dev/pytest-localserver/\n httpserver.serve_content(one_by_one_jpeg)\n # it will serve anything you provide to it on its url.\n # we add a /test.jpg so that we can identify the content\n # by extension\n image = io.imread(httpserver.url + '/test.jpg' + '?' + 's' * 266)\n assert image.shape == (1, 1)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c131d63691e04e79320d304f39d4fe881bda148
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import os import numpy as np from unittest import TestCase from core.feature_extraction.galaxy.galaxy_processor import GalaxyProcessor from commons.helpers.dataset.strategies.galaxy_dataset.label_strategy import GalaxyDataSetLabelStrategy from commons.helpers.dataset.context import Context class TestGalaxyProcessor(TestCase): def setUp(self): validation_size = 0.2 # Get the ground truth CSV file from script's parameters. self.galaxy_csv_file = os.environ["VIRTUAL_ENV"] + "/data/csv/galaxy/galaxy.csv" # Complete this line # Create instance of data set loading strategies. galaxy_label_data_set_strategy = GalaxyDataSetLabelStrategy() # Set the context to galaxy label data set loading strategy. context = Context(galaxy_label_data_set_strategy) context.set_strategy(galaxy_label_data_set_strategy) self.label_dataset = context.load_dataset(csv_file=self.galaxy_csv_file, one_hot=False, validation_size=np.float32(validation_size)) def testGalaxyProcessor(self): # Process galaxies. galaxy_processor = GalaxyProcessor(self.galaxy_images_path) #features = galaxy_processor.process_galaxy(self.label_dataset)
|
The missing line is: self.galaxy_images_path = os.environ["VIRTUAL_ENV"] + "/data/images/"
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 1,369
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nimport os\nimport numpy as np\nfrom unittest import TestCase\nfrom core.feature_extraction.galaxy.galaxy_processor import GalaxyProcessor\nfrom commons.helpers.dataset.strategies.galaxy_dataset.label_strategy import GalaxyDataSetLabelStrategy\nfrom commons.helpers.dataset.context import Context\n\nclass TestGalaxyProcessor(TestCase):\n def setUp(self):\n\n validation_size = 0.2\n # Get the ground truth CSV file from script's parameters.\n self.galaxy_csv_file = os.environ[\"VIRTUAL_ENV\"] + \"/data/csv/galaxy/galaxy.csv\"\n # Complete this line\n\n # Create instance of data set loading strategies.\n galaxy_label_data_set_strategy = GalaxyDataSetLabelStrategy()\n\n # Set the context to galaxy label data set loading strategy.\n context = Context(galaxy_label_data_set_strategy)\n context.set_strategy(galaxy_label_data_set_strategy)\n self.label_dataset = context.load_dataset(csv_file=self.galaxy_csv_file, one_hot=False,\n validation_size=np.float32(validation_size))\n\n def testGalaxyProcessor(self):\n\n # Process galaxies.\n galaxy_processor = GalaxyProcessor(self.galaxy_images_path)\n #features = galaxy_processor.process_galaxy(self.label_dataset)"}, {"role": "assistant", "content": "The missing line is:\n self.galaxy_images_path = os.environ[\"VIRTUAL_ENV\"] + \"/data/images/\""}]
| false
| null | null | null |
4c1514125da0b6d26946b5990ca8e3d69b019fd3
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.conf import settings from django.core.management import call_command from django.core.management.base import BaseCommand from os import path class Command(BaseCommand): help = "Populates data" def handle(self, *args, **options): fixture_path = path.join(path.dirname( path.dirname( path.dirname( path.abspath(__file__) ) ) ), "fixtures/") settings.FIXTURE_DIRS = (fixture_path,) call_command("loaddata", "country", verbosity=1)
|
Functions: handle Classes: Command This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 559
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.conf import settings\nfrom django.core.management import call_command\nfrom django.core.management.base import BaseCommand\nfrom os import path\n\n\nclass Command(BaseCommand):\n help = \"Populates data\"\n\n def handle(self, *args, **options):\n fixture_path = path.join(path.dirname(\n path.dirname(\n path.dirname(\n path.abspath(__file__)\n )\n )\n ), \"fixtures/\")\n settings.FIXTURE_DIRS = (fixture_path,)\n call_command(\"loaddata\", \"country\", verbosity=1)"}, {"role": "assistant", "content": " Functions: handle\n Classes: Command\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c1540d22f910c13d547019d54ee005a23d41b8e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """Registry utilities to handle formats for gmso Topology.""" class UnsupportedFileFormatError(Exception): """Exception to be raised whenever the file loading or saving is not supported.""" class Registry: """A registry to incorporate a callable with a file extension.""" def __init__(self): self.handlers = {} def _assert_can_process(self, extension): if extension not in self.handlers: raise UnsupportedFileFormatError( f"Extension {extension} cannot be processed as no utility " f"is defined in the current API to handle {extension} files." ) def get_callable(self, extension): """Get the callable associated with extension.""" self._assert_can_process(extension) return self.handlers[extension] SaversRegistry = Registry() LoadersRegistry = Registry() class saves_as: """Decorator to aid saving.""" def __init__(self, *extensions):
|
extension_set = set(extensions) self.extensions = extension_set def __call__(self, method): """Register the method as saver for an extension.""" for ext in self.extensions: SaversRegistry.handlers[ext] = method return method class loads_as: """Decorator to aid loading.""" def __init__(self, *extensions): extension_set = set(extensions) self.extensions = extension_set def __call__(self, method): """Register the method as loader for an extension.""" for ext in self.extensions: LoadersRegistry.handlers[ext] = method return method
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 7
| 4
| 1,630
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"Registry utilities to handle formats for gmso Topology.\"\"\"\n\n\nclass UnsupportedFileFormatError(Exception):\n \"\"\"Exception to be raised whenever the file loading or saving is not supported.\"\"\"\n\n\nclass Registry:\n \"\"\"A registry to incorporate a callable with a file extension.\"\"\"\n\n def __init__(self):\n self.handlers = {}\n\n def _assert_can_process(self, extension):\n if extension not in self.handlers:\n raise UnsupportedFileFormatError(\n f\"Extension {extension} cannot be processed as no utility \"\n f\"is defined in the current API to handle {extension} files.\"\n )\n\n def get_callable(self, extension):\n \"\"\"Get the callable associated with extension.\"\"\"\n self._assert_can_process(extension)\n return self.handlers[extension]\n\n\nSaversRegistry = Registry()\nLoadersRegistry = Registry()\n\n\nclass saves_as:\n \"\"\"Decorator to aid saving.\"\"\"\n\n def __init__(self, *extensions):"}, {"role": "assistant", "content": "\n extension_set = set(extensions)\n self.extensions = extension_set\n\n def __call__(self, method):\n \"\"\"Register the method as saver for an extension.\"\"\"\n for ext in self.extensions:\n SaversRegistry.handlers[ext] = method\n return method\n\n\nclass loads_as:\n \"\"\"Decorator to aid loading.\"\"\"\n\n def __init__(self, *extensions):\n extension_set = set(extensions)\n self.extensions = extension_set\n\n def __call__(self, method):\n \"\"\"Register the method as loader for an extension.\"\"\"\n for ext in self.extensions:\n LoadersRegistry.handlers[ext] = method\n return method"}]
| false
| null | null | null |
4c155f18a1b1670b63f094d3de08857496d9f8be
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: dosyaadi = input("Enter file name: ") dosyaadi = str(dosyaadi + ".txt") with open(dosyaadi, 'r') as file : dosyaicerigi = file.read() silinecek = str(input("Enter the text that you wish to delete: ")) # Complete this line with open(dosyaadi, 'w') as file: file.write(dosyaicerigi) file.close() print("-" * 30) print("Successfully deleted!") print("-" * 30)
|
The missing line is: dosyaicerigi = dosyaicerigi.replace(silinecek, '')
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 417
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndosyaadi = input(\"Enter file name: \")\r\ndosyaadi = str(dosyaadi + \".txt\")\r\n\r\nwith open(dosyaadi, 'r') as file :\r\n dosyaicerigi = file.read()\r\n\r\nsilinecek = str(input(\"Enter the text that you wish to delete: \"))\r\n # Complete this line\n\r\nwith open(dosyaadi, 'w') as file:\r\n file.write(dosyaicerigi)\r\n file.close()\r\n print(\"-\" * 30)\r\n print(\"Successfully deleted!\")\r\n print(\"-\" * 30)"}, {"role": "assistant", "content": "The missing line is:\ndosyaicerigi = dosyaicerigi.replace(silinecek, '')"}]
| false
| null | null | null |
4c1606fa8a8ca96d6fb7ac7c7412b894e0bb3a10
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import tensorflow as tf def BinaryAccuracy_Infiltrates(y_true, y_pred, i=0): return tf.keras.metrics.binary_accuracy(y_true[:, i], y_pred[:, i]) @tf.function def BinaryAccuracy_Pneumonia(y_true, y_pred, i=1): return tf.keras.metrics.binary_accuracy(y_true[:, i], y_pred[:, i]) @tf.function def BinaryAccuracy_Covid19(y_true, y_pred, i=2): return tf.keras.metrics.binary_accuracy(y_true[:, i], y_pred[:, i]) @tf.function def BinaryAccuracy_Normal(y_true, y_pred, i=3): return tf.keras.metrics.binary_accuracy(y_true[:, i], y_pred[:, i]) class CustomModelCheckpoint(tf.keras.callbacks.ModelCheckpoint): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.wait_epoch_warmup = kwargs.get("wait_epoch_warmup") def o ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: if self.wait_epoch_warmup: if (epoch + 1) >= self.wait_epoch_warmup: super().on_epoch_end(epoch, logs) else: self.epochs_since_last_save += 1
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 10
| 2
| 786
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport tensorflow as tf\n\n\ndef BinaryAccuracy_Infiltrates(y_true, y_pred, i=0):\n return tf.keras.metrics.binary_accuracy(y_true[:, i], y_pred[:, i])\n\n\n@tf.function\ndef BinaryAccuracy_Pneumonia(y_true, y_pred, i=1):\n return tf.keras.metrics.binary_accuracy(y_true[:, i], y_pred[:, i])\n\n\n@tf.function\ndef BinaryAccuracy_Covid19(y_true, y_pred, i=2):\n return tf.keras.metrics.binary_accuracy(y_true[:, i], y_pred[:, i])\n\n\n@tf.function\ndef BinaryAccuracy_Normal(y_true, y_pred, i=3):\n return tf.keras.metrics.binary_accuracy(y_true[:, i], y_pred[:, i])\n\n\nclass CustomModelCheckpoint(tf.keras.callbacks.ModelCheckpoint):\n\n def __init__(self, *args, **kwargs):\n super().__init__(*args, **kwargs)\n self.wait_epoch_warmup = kwargs.get(\"wait_epoch_warmup\")\n\n def o\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 if self.wait_epoch_warmup:\n if (epoch + 1) >= self.wait_epoch_warmup:\n super().on_epoch_end(epoch, logs)\n else:\n self.epochs_since_last_save += 1"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c168858057ebcae4ef4e91a7860a8034fcefa15
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import re import json import time import sys import httplib2 from twitter import * import magic class TwitterMediaDL: http = httplib2.Http(".cache") baseUrl = "https://twitter.com" consumer_key = "" consumer_secret = "" access_token_key = "" access_token_secret = "" t = Twitter(auth=OAuth(access_token_key, access_token_secret, consumer_key, consumer_secret)) remaining = None def http_wrapper(self, uri): resp, content = self.http.request( uri=uri, method='GET' ) return content def get_medias(self, nickname): ids = [] for tweet in re.findall("twitter.com/(.+)/status/([0-9]+)", self.http_wrapper(self.baseUrl + '/%s/media' % nickname).decode()): ids.append(int(tweet[1])) max_id = ids[len(ids) - 1] while 1: res_raw = self.http_wrapper( self.baseUrl + '/i/profiles/show/%s/media_timeline?include_available_features=1&include_entities=1&max_id=%d' % ( nickname, max_id)).decode() try: res = json.loads(res_raw) except: print(res_raw) time.sleep(5) res_raw = self.http_wrapper( self.baseUrl + '/i/profiles/show/%s/media_timeline?include_available_features=1&include_entities=1&max_id=%d' % ( nickname, max_id)).decode() res = json.loads(res_raw) if not res['has_more_items']: break for tweet in re.findall("twitter.com/(.+)/status/([0-9]+)", res['items_html']): ids.append(int(tweet[1])) max_id = int(res['max_id']) return list(set(ids)) def get_image_url(self, tweet_id): lst = [] if self.remaining is None or self.remaining % 10 is 0 or self.remaining <= 1: self.check_limit() r = self.t.statuses.show(_id=tweet_id, _method='GET') self.remaining -= 1 print('{:d}\t{:d}\t{:s}'.format(tweet_id, self.get_unix_epoch(r['created_at']), r['text'])) for m in r['entities']['media']: lst.append(m['media_url'] + ':orig') return lst def check_limit(self): r = self.t.application.rate_limit_status(_method='GET')['resources']['statuses']['/statuses/show/:id'] self.remaining = r['remaining'] print("API Limit : {:d} / {:d} = {:f}".format(r['remaining'], r['limit'], r['remaining'] / r['limit']), file=sys.stderr) if r['remaining'] / r['limit'] < 0.10: reset = r['reset'] - time.time() print("Please wait... {:f}".format(reset), file=sys.stderr) time.sleep(reset + 10) @staticmethod def get_file_extension(binary): mime = magic.from_buffer(binary, True).decode() return mime.split('/')[1] @staticmethod ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF IndentationError at line 99 ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 34 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 71 Unexpected indentation at line 82 Unexpected indentation at line 85 Unexpected indentation at line 89 Unexpected indentation at line 90 Unexpected indentation at line 93 Unexpected indentation at line 95 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 5
| 1
| 2,992
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport re\nimport json\nimport time\nimport sys\n\nimport httplib2\nfrom twitter import *\nimport magic\n\n\nclass TwitterMediaDL:\n http = httplib2.Http(\".cache\")\n baseUrl = \"https://twitter.com\"\n\n consumer_key = \"\"\n consumer_secret = \"\"\n access_token_key = \"\"\n access_token_secret = \"\"\n\n t = Twitter(auth=OAuth(access_token_key, access_token_secret, consumer_key, consumer_secret))\n remaining = None\n\n def http_wrapper(self, uri):\n resp, content = self.http.request(\n uri=uri, method='GET'\n )\n\n return content\n\n def get_medias(self, nickname):\n ids = []\n\n for tweet in re.findall(\"twitter.com/(.+)/status/([0-9]+)\",\n self.http_wrapper(self.baseUrl + '/%s/media' % nickname).decode()):\n ids.append(int(tweet[1]))\n\n max_id = ids[len(ids) - 1]\n\n while 1:\n res_raw = self.http_wrapper(\n self.baseUrl + '/i/profiles/show/%s/media_timeline?include_available_features=1&include_entities=1&max_id=%d' % (\n nickname, max_id)).decode()\n\n try:\n res = json.loads(res_raw)\n except:\n print(res_raw)\n time.sleep(5)\n res_raw = self.http_wrapper(\n self.baseUrl + '/i/profiles/show/%s/media_timeline?include_available_features=1&include_entities=1&max_id=%d' % (\n nickname, max_id)).decode()\n res = json.loads(res_raw)\n\n if not res['has_more_items']:\n break\n\n for tweet in re.findall(\"twitter.com/(.+)/status/([0-9]+)\", res['items_html']):\n ids.append(int(tweet[1]))\n\n max_id = int(res['max_id'])\n\n return list(set(ids))\n\n def get_image_url(self, tweet_id):\n lst = []\n\n if self.remaining is None or self.remaining % 10 is 0 or self.remaining <= 1:\n self.check_limit()\n\n r = self.t.statuses.show(_id=tweet_id, _method='GET')\n self.remaining -= 1\n\n print('{:d}\\t{:d}\\t{:s}'.format(tweet_id, self.get_unix_epoch(r['created_at']), r['text']))\n\n for m in r['entities']['media']:\n lst.append(m['media_url'] + ':orig')\n\n return lst\n\n def check_limit(self):\n r = self.t.application.rate_limit_status(_method='GET')['resources']['statuses']['/statuses/show/:id']\n self.remaining = r['remaining']\n\n print(\"API Limit : {:d} / {:d} = {:f}\".format(r['remaining'], r['limit'], r['remaining'] / r['limit']),\n file=sys.stderr)\n\n if r['remaining'] / r['limit'] < 0.10:\n reset = r['reset'] - time.time()\n print(\"Please wait... {:f}\".format(reset), file=sys.stderr)\n time.sleep(reset + 10)\n\n @staticmethod\n def get_file_extension(binary):\n mime = magic.from_buffer(binary, True).decode()\n return mime.split('/')[1]\n\n @staticmethod\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 IndentationError at line 99\n\n\u26a0\ufe0f Code quality:\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 21\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 34\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 46\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 71\n Unexpected indentation at line 82\n Unexpected indentation at line 85\n Unexpected indentation at line 89\n Unexpected indentation at line 90\n Unexpected indentation at line 93\n Unexpected indentation at line 95\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
4c16d8f05cc4bb4747f1b27b93145e440fc653d6
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2016 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ==============================================================================
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF ✨ Improvements: Complete the expression on the last line
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 0
| 0
| 688
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2016 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# =============================================================================="}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n\n\u2728 Improvements:\n Complete the expression on the last line"}]
| false
| null | null | null |
4c16fb50407c0d81665fb35d2265d078805475a6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- ############################################################################### # Copyright 2013 Kitware Inc. # # Licensed under the Apache License, Version 2.0 ( the "License" ); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. ############################################################################### import datetime from .model_base import AccessControlledModel,\ class Group(AccessControlledModel): """ Groups are simply groups of users. The primary use of grouping users is to simplify access control for resources in the system, but they can be used for other purposes that require groupings of users as well. Group membership is stored in the database on the user document only; there is no "users" field in this model. This is to optimize for the most common use case for querying membership, which involves checking access control policies, which is always done relative to a specific user. The task of querying all members within a group is much less common and typically only performed ona single group at a time, so doing a find on the indexed group list in the user collection is sufficiently fast. Users with READ access on the group can see the group and its members. Users with WRITE access on the group can add and remove members and change the name or description.
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 24 • SyntaxError: unterminated triple-quoted string literal (detected at line 39) at line 24 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,832
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\n###############################################################################\n# Copyright 2013 Kitware Inc.\n#\n# Licensed under the Apache License, Version 2.0 ( the \"License\" );\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n###############################################################################\n\nimport datetime\n\nfrom .model_base import AccessControlledModel,\\\nclass Group(AccessControlledModel):\n \"\"\"\n Groups are simply groups of users. The primary use of grouping users is\n to simplify access control for resources in the system, but they can\n be used for other purposes that require groupings of users as well.\n\n Group membership is stored in the database on the user document only;\n there is no \"users\" field in this model. This is to optimize for the most\n common use case for querying membership, which involves checking access\n control policies, which is always done relative to a specific user. The\n task of querying all members within a group is much less common and\n typically only performed ona single group at a time, so doing a find on the\n indexed group list in the user collection is sufficiently fast.\n\n Users with READ access on the group can see the group and its members.\n Users with WRITE access on the group can add and remove members and\n change the name or description."}, {"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 24\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 39) at line 24\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c189de34ca4832b1a00970032415cde76a25896
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # # 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. # Shell script tool to run puppet inside of the given docker container image. # Uses the config file at /var/lib/docker-puppet/docker-puppet.json as a source for a JSON # array of [config_volume, puppet_tags, manifest, config_image, [volumes]] settings # that can be used to generate config files or run ad-hoc puppet modules # inside of a container. import glob import json import logging import os import sys import subprocess import sys import tempfile import multiprocessing log = logging.getLogger() ch = logging.StreamHandler(sys.stdout) if os.environ.get('DEBUG', False): log.setLevel(logging.DEBUG) ch.setLevel(logging.DEBUG) else: log.setLevel(logging.INFO) ch.setLevel(logging.INFO) formatter = logging.Formatter('%(asctime)s %(levelname)s: %(message)s') ch.setFormatter(formatter) log.addHandler(ch) # this is to match what we do in deployed-server def short_hostname(): subproc = subprocess.Popen(['hostname', '-s'], stdout=subprocess.PIPE, stderr=subprocess.PIPE) cmd_stdout, cmd_stderr = subproc.communicate() return cmd_stdout.rstrip() def pull_image(name): log.info('Pulling image: %s' % name) subproc = subprocess.Popen(['/usr/bin/docker', 'pull', name], stdout=subprocess.PIPE, stderr=subprocess.PIPE) cmd_stdout, cmd_stderr = subproc.communicate() if cmd_stdout: log.debug(cmd_stdout) if cmd_stderr: log.debug(cmd_stderr) def match_config_volume(prefix, config): # Match the mounted config volume - we can't just use the # key as e.g "novacomute" consumes config-data/nova volumes = config.get('volumes', []) config_volume=None for v in volumes: if v.startswith(prefix): config_volume = os.path.relpath( v.split(":")[0], prefix).split("/")[0] break return config_volume def get_config_hash(prefix, config_volume): hashfile = os.path.join(prefix, "%s.md5sum" % config_volume) hash_data = None if os.path.isfile(hashfile): with open(hashfile) as f: hash_data = f.read().rstrip() return hash_data def rm_container(name): if os.environ.get('SHOW_DIFF', None): log.info('Diffing container
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 65 • Unclosed '(' at line 88 - expected ')' • Unterminated string literal at line 88 Fixes: • Add closing quote at line 65 • Add closing ')' bracket • Add closing quote to string literal
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 5
| 0
| 2,919
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\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\n# Shell script tool to run puppet inside of the given docker container image.\n# Uses the config file at /var/lib/docker-puppet/docker-puppet.json as a source for a JSON\n# array of [config_volume, puppet_tags, manifest, config_image, [volumes]] settings\n# that can be used to generate config files or run ad-hoc puppet modules\n# inside of a container.\n\nimport glob\nimport json\nimport logging\nimport os\nimport sys\nimport subprocess\nimport sys\nimport tempfile\nimport multiprocessing\n\nlog = logging.getLogger()\nch = logging.StreamHandler(sys.stdout)\nif os.environ.get('DEBUG', False):\n log.setLevel(logging.DEBUG)\n ch.setLevel(logging.DEBUG)\nelse:\n log.setLevel(logging.INFO)\n ch.setLevel(logging.INFO)\nformatter = logging.Formatter('%(asctime)s %(levelname)s: %(message)s')\nch.setFormatter(formatter)\nlog.addHandler(ch)\n\n# this is to match what we do in deployed-server\ndef short_hostname():\n subproc = subprocess.Popen(['hostname', '-s'],\n stdout=subprocess.PIPE,\n stderr=subprocess.PIPE)\n cmd_stdout, cmd_stderr = subproc.communicate()\n return cmd_stdout.rstrip()\n\n\ndef pull_image(name):\n log.info('Pulling image: %s' % name)\n subproc = subprocess.Popen(['/usr/bin/docker', 'pull', name],\n stdout=subprocess.PIPE,\n stderr=subprocess.PIPE)\n cmd_stdout, cmd_stderr = subproc.communicate()\n if cmd_stdout:\n log.debug(cmd_stdout)\n if cmd_stderr:\n log.debug(cmd_stderr)\n\n\ndef match_config_volume(prefix, config):\n # Match the mounted config volume - we can't just use the\n # key as e.g \"novacomute\" consumes config-data/nova\n volumes = config.get('volumes', [])\n config_volume=None\n for v in volumes:\n if v.startswith(prefix):\n config_volume = os.path.relpath(\n v.split(\":\")[0], prefix).split(\"/\")[0]\n break\n return config_volume\n\n\ndef get_config_hash(prefix, config_volume):\n hashfile = os.path.join(prefix, \"%s.md5sum\" % config_volume)\n hash_data = None\n if os.path.isfile(hashfile):\n with open(hashfile) as f:\n hash_data = f.read().rstrip()\n return hash_data\n\n\ndef rm_container(name):\n if os.environ.get('SHOW_DIFF', None):\n log.info('Diffing container"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 65\n \u2022 Unclosed '(' at line 88 - expected ')'\n \u2022 Unterminated string literal at line 88\n\n Fixes:\n \u2022 Add closing quote at line 65\n \u2022 Add closing ')' bracket\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
4c193e499f0f1632e4dcf16c607003de7e5c3eaa
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- import sys import urllib import urlparse # import xbmc import xbmcgui import xbmcplugin import aci # Get the plugin url in plugin:// notation. def get_url(**kwargs): """ Create a URL for calling the plugin recursively from the given set of keyword arguments. :param kwargs: "argument=value" pairs :type kwargs: dict :return: plugin call URL :rtype: str """ return '{0}?{1}'.format(_url, urllib.urlencode(kwargs)) def get_categories(): """ Get the list of video categories. Here you can insert some parsing code that retrieves the list of video categories (e.g. 'Movies', 'TV-shows', 'Documentaries' etc.) from some site or server. .. note:: Consider using `generator functions <https://wiki.python.org/moin/Generators>`_ instead of returning lists. :return: The list of video categories :rtype: types.GeneratorType """ return ATV.aci.iterkeys() def get_videos(category): """ Get the list of video files/streams. Here you can insert some parsing code that retrieves the list of video streams in the given category from some site or server. .. note:: Consider using `generators functions <https://wiki.python.org/moin/Generators>`_ instead of returning lists. :param category: Category name :type category: str :return: the list of videos in the category :rtype: list """ return ATV.aci[category] ... [4 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 15 Invalid syntax at line 62: ... [4 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 16 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 28 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 45 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 ✨ Improvements: Complete the expression on the last line Add closing quote at line 15 Review syntax near the error location
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 3
| 0
| 1,515
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport sys\nimport urllib\nimport urlparse\n\n# import xbmc\nimport xbmcgui\nimport xbmcplugin\n\nimport aci\n\n# Get the plugin url in plugin:// notation.\ndef get_url(**kwargs):\n \"\"\"\n Create a URL for calling the plugin recursively from the given set of keyword arguments.\n\n :param kwargs: \"argument=value\" pairs\n :type kwargs: dict\n :return: plugin call URL\n :rtype: str\n \"\"\"\n return '{0}?{1}'.format(_url, urllib.urlencode(kwargs))\n\n\ndef get_categories():\n \"\"\"\n Get the list of video categories.\n\n Here you can insert some parsing code that retrieves\n the list of video categories (e.g. 'Movies', 'TV-shows', 'Documentaries' etc.)\n from some site or server.\n\n .. note:: Consider using `generator functions <https://wiki.python.org/moin/Generators>`_\n instead of returning lists.\n\n :return: The list of video categories\n :rtype: types.GeneratorType\n \"\"\"\n return ATV.aci.iterkeys()\n\n\ndef get_videos(category):\n \"\"\"\n Get the list of video files/streams.\n\n Here you can insert some parsing code that retrieves\n the list of video streams in the given category from some site or server.\n\n .. note:: Consider using `generators functions <https://wiki.python.org/moin/Generators>`_\n instead of returning lists.\n\n :param category: Category name\n :type category: str\n :return: the list of videos in the category\n :rtype: list\n \"\"\"\n return ATV.aci[category]\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 Unterminated string literal at line 15\n Invalid syntax at line 62: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 16\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 28\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 45\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 15\n Review syntax near the error location"}]
| false
| null | null | null |
4c1a065c357d38d64659fb6993766afa52a31235
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright (c) 2020, Apple Inc. All rights reserved. # # Use of this source code is governed by a BSD-3-clause license that can be # found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause import logging from coremltools.converters.mil.input_types import ( class TranscriptionContext: def __init__(self, name=None): self.name = name if name is not None else "" self.context = {} self.graphs = {} # TF loops are represented as functions, so nested loops becomes # stacked functions. Stacked functions are translated to nested # blocks in Program, like # # while_loop(loop_vars=(%a, %b)) # cond_block1(%a.x, %b.x) { # ...some ops # } -> (%bool_var1) # body_block1(%a.x, %b.x) { # %ret_axx = while_loop(loop_vars=(%a.x,)) # cond_block2(%a.x.x) { # ...some ops # } -> (%bool_var2) # body_block2(%a.x.x) { # ...some ops # } -> (%new_a.x.x) # } -> (%ret_axx) # ....some ops using %ret_a # } -> (%ret_ax, %ret_bx) # # During the translation of cond_block2, we'd have func_input_stack # # (%a.x.x,) # (%a.x, %b.x) # # where [%a.x.x] would be unstacked once cond_block2 is done. self.func_input_stack = [] # list of tuple[Var] def add(self, tf_name, ssa_vars, is_new_var=True): """ ssa_vars: list[Var] / tuple[Var] (multiple outputs) or Var (single_output) is_new_var: True if ssa_vars are newly created for tf_name. """ if tf_name in self.context: # Overriding allow us to translate while_loop body twice (which is # needed to figure out shapes changes during iterates) msg = "TF var %s is added again. Overriding previous value" logging.info(msg % tf_name) if is_new_var and isinstance(ssa_vars, Var) and tf_name != ssa_vars.name: msg = ( "MIL op's name ({}) does not match TensorFlow's node name ({})." " Warning: Node added to context must have the same name as the name passed to context." ) raise ValueError(msg.format(tf_name, ssa_vars.name)) self.context[tf_name] = ssa_vars def add_graph(self, graph_name, graph): self.graphs[graph_name] = graph def get_graph(self, graph_name): if graph_name not in self.graphs: msg = "Graph '{}' not found in: {}" raise KeyError(msg.format(graph_name, list(self.graphs.keys()))) return self.graphs[graph_name] def stack_func_inputs(self, inputs): self.func_input_stack.append(inputs) ... [13 more functiondefs truncated] ...
|
Functions: __init__, add, add_graph, get_graph, stack_func_inputs Classes: TranscriptionContext This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 5
| 1
| 2,849
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright (c) 2020, Apple Inc. All rights reserved.\n#\n# Use of this source code is governed by a BSD-3-clause license that can be\n# found in the LICENSE.txt file or at https://opensource.org/licenses/BSD-3-Clause\n\nimport logging\nfrom coremltools.converters.mil.input_types import (\nclass TranscriptionContext:\n def __init__(self, name=None):\n self.name = name if name is not None else \"\"\n self.context = {}\n self.graphs = {}\n\n # TF loops are represented as functions, so nested loops becomes\n # stacked functions. Stacked functions are translated to nested\n # blocks in Program, like\n #\n # while_loop(loop_vars=(%a, %b))\n # cond_block1(%a.x, %b.x) {\n # ...some ops\n # } -> (%bool_var1)\n # body_block1(%a.x, %b.x) {\n # %ret_axx = while_loop(loop_vars=(%a.x,))\n # cond_block2(%a.x.x) {\n # ...some ops\n # } -> (%bool_var2)\n # body_block2(%a.x.x) {\n # ...some ops\n # } -> (%new_a.x.x)\n # } -> (%ret_axx)\n # ....some ops using %ret_a\n # } -> (%ret_ax, %ret_bx)\n #\n # During the translation of cond_block2, we'd have func_input_stack\n #\n # (%a.x.x,)\n # (%a.x, %b.x)\n #\n # where [%a.x.x] would be unstacked once cond_block2 is done.\n self.func_input_stack = [] # list of tuple[Var]\n\n def add(self, tf_name, ssa_vars, is_new_var=True):\n \"\"\"\n ssa_vars: list[Var] / tuple[Var] (multiple outputs) or\n Var (single_output)\n is_new_var: True if ssa_vars are newly created for tf_name.\n \"\"\"\n if tf_name in self.context:\n # Overriding allow us to translate while_loop body twice (which is\n # needed to figure out shapes changes during iterates)\n msg = \"TF var %s is added again. Overriding previous value\"\n logging.info(msg % tf_name)\n if is_new_var and isinstance(ssa_vars, Var) and tf_name != ssa_vars.name:\n msg = (\n \"MIL op's name ({}) does not match TensorFlow's node name ({}).\"\n \" Warning: Node added to context must have the same name as the name passed to context.\"\n )\n raise ValueError(msg.format(tf_name, ssa_vars.name))\n self.context[tf_name] = ssa_vars\n\n def add_graph(self, graph_name, graph):\n self.graphs[graph_name] = graph\n\n def get_graph(self, graph_name):\n if graph_name not in self.graphs:\n msg = \"Graph '{}' not found in: {}\"\n raise KeyError(msg.format(graph_name, list(self.graphs.keys())))\n return self.graphs[graph_name]\n\n def stack_func_inputs(self, inputs):\n self.func_input_stack.append(inputs)\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, add, add_graph, get_graph, stack_func_inputs\n Classes: TranscriptionContext\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c1ab77adfecf5628021417f2b5bb34c29a975d3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # Copyright (c) 2016 Clay Wells # # A Python-based link checker. # # Usage: pylinkcheck.py -r https://www.example.com # # By default, we can spider and check all of the links found at the URL's # domain. For example, a check of https://foo.example.com will only check # links with the base URL path of foo.example.com. Link found to # bar.example.com will not be checked. # # Fancy run-time options # url root (domain): this is simply required # generate report file: -o output.txt, --output=output.txt # limit depth: -l 2, --limit=2 # TODO: report format: --format=txt,html,xml ############################################################################## import argparse import urllib2 import csv from datetime import datetime import re from urlparse import urlparse from bs4 import BeautifulSoup ####################################### # Functions # Spider the base URL def spiderURL(baseurl, pathlimit): # build a list based on each sub directory found print '[spider] path limit set to %d' % pathlimit # Print an informative summary of the dead links def printReport(deadlinks): # print each item in the deadlinks list or CLEAN if empty print '\n\n' print '#' * 79 print ' Link Checker Results\n' if not deadlinks: print '[+] CLEAN: No dead links found' else: for item in deadlinks: print '[-] NOT FOUND: %s' % item #######################################
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 9 • SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 36 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,420
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# Copyright (c) 2016 Clay Wells \n#\n# A Python-based link checker.\n# \n# Usage: pylinkcheck.py -r https://www.example.com\n#\n# By default, we can spider and check all of the links found at the URL's\n# domain. For example, a check of https://foo.example.com will only check\n# links with the base URL path of foo.example.com. Link found to\n# bar.example.com will not be checked.\n# \n# Fancy run-time options\n# url root (domain): this is simply required\n# generate report file: -o output.txt, --output=output.txt\n# limit depth: -l 2, --limit=2\n# TODO: report format: --format=txt,html,xml\n##############################################################################\n\nimport argparse\nimport urllib2\nimport csv\nfrom datetime import datetime\nimport re\nfrom urlparse import urlparse\nfrom bs4 import BeautifulSoup\n\n\n#######################################\n# Functions\n\n# Spider the base URL\ndef spiderURL(baseurl, pathlimit):\n\t# build a list based on each sub directory found\n\tprint '[spider] path limit set to %d' % pathlimit\n\n\n# Print an informative summary of the dead links\ndef printReport(deadlinks):\n\t# print each item in the deadlinks list or CLEAN if empty\n\tprint '\\n\\n'\n\tprint '#' * 79 \n\tprint ' Link Checker Results\\n'\n\tif not deadlinks:\n\t\tprint '[+] CLEAN: No dead links found'\n\telse:\n\t\tfor item in deadlinks:\n\t\t\tprint '[-] NOT FOUND: %s' % item\n\n\n#######################################"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 9\n \u2022 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 36\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c1b595f4c6b8f77081c78b4858260e00facf459
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import logging from abc import abstractmethod import abc import six from collections import deque from moto.dynamodb2.parsing.ast_nodes import ( class NestableExpressionParserMixin(object): """ For nodes that can be nested in themselves (recursive). Take for example UpdateExpression's grammar: UpdateExpression => UpdateExpressionClause* UpdateExpression => UpdateExpressionClause* UpdateExpression If we consider it of structure NestableExpression => TargetClause* NestableExpression => TargetClause* NestableExpression This pattern comes back multiple times. This Mixin adds re-usability for that type of pattern. This approach is taken since it allows to remain the ordering of the Nodes as how the corresponding tokens where in the originating expression. """ def __init__(self, *args, **kwargs): self.target_clauses = deque() def _parse_target_clause(self, factory_class): """ Args: factory_class: The factory for the target clause e.g. UpdateExpressionSetClauseParser Returns: """ logging.debug( "Move token pos {pos} to continue parsing with specific factory class {fc}".format( pos=self.token_pos, fc=factory_class.__class__.__name__ ) ) # noinspection PyProtectedMember ast, token_pos = factory_class(**self._initializer_args())._parse_with_pos() self.target_clauses.append(ast)
|
logging.debug( "Continue where previous parsing ended {token_pos}".format( token_pos=token_pos ) ) self.token_pos = token_pos @abstractmethod def _initializer_args(self): """ Get the arguments of the initializer. This is implemented by the calling class. See ExpressionParser for an example. Returns: dict: A dictionary of the initializer arguments """ @classmethod @abstractmethod def _nestable_class(cls): """ Get the class of the Node that will be created that would be nested. For the example in the docstring this would be UpdateExpression Returns: class: The class of the Nodes that will be created. """ ... [119 more functiondefs truncated] ...
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 4
| 1
| 2,336
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport logging\nfrom abc import abstractmethod\nimport abc\nimport six\nfrom collections import deque\n\nfrom moto.dynamodb2.parsing.ast_nodes import (\nclass NestableExpressionParserMixin(object):\n \"\"\"\n For nodes that can be nested in themselves (recursive). Take for example UpdateExpression's grammar:\n\n UpdateExpression => UpdateExpressionClause*\n UpdateExpression => UpdateExpressionClause* UpdateExpression\n\n If we consider it of structure\n NestableExpression => TargetClause*\n NestableExpression => TargetClause* NestableExpression\n\n This pattern comes back multiple times. This Mixin adds re-usability for that type of pattern.\n\n This approach is taken since it allows to remain the ordering of the Nodes as how the corresponding tokens where\n in the originating expression.\n \"\"\"\n\n def __init__(self, *args, **kwargs):\n self.target_clauses = deque()\n\n def _parse_target_clause(self, factory_class):\n \"\"\"\n\n Args:\n factory_class: The factory for the target clause e.g. UpdateExpressionSetClauseParser\n\n Returns:\n\n \"\"\"\n logging.debug(\n \"Move token pos {pos} to continue parsing with specific factory class {fc}\".format(\n pos=self.token_pos, fc=factory_class.__class__.__name__\n )\n )\n # noinspection PyProtectedMember\n ast, token_pos = factory_class(**self._initializer_args())._parse_with_pos()\n self.target_clauses.append(ast)"}, {"role": "assistant", "content": "\n logging.debug(\n \"Continue where previous parsing ended {token_pos}\".format(\n token_pos=token_pos\n )\n )\n self.token_pos = token_pos\n\n @abstractmethod\n def _initializer_args(self):\n \"\"\"\n Get the arguments of the initializer. This is implemented by the calling class. See ExpressionParser for an\n example.\n\n Returns:\n dict: A dictionary of the initializer arguments\n \"\"\"\n\n @classmethod\n @abstractmethod\n def _nestable_class(cls):\n \"\"\"\n Get the class of the Node that will be created that would be nested. For the example in the docstring this would\n be UpdateExpression\n\n Returns:\n class: The class of the Nodes that will be created.\n \"\"\"\n\n\n ... [119 more functiondefs truncated] ..."}]
| false
| null | null | null |
4c1d42a55dc8480f71e72b9866ed7b027a303687
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class TkOptimization(dftbplus_step.TkEnergy): def __init__( self, tk_flowchart=None, node=None, canvas=None, x=120, y=20, w=200, h=50, my_logger=logger, keyword_metadata=None, ): """Initialize the graphical Tk DFTB+ optimization step Keyword arguments: """ self.results_widgets = [] super().__init__( tk_flowchart=tk_flowchart, node=node, canvas=canvas, x=x, y=y, w=w, h=h, my_logger=my_logger, keyword_metadata=keyword_metadata, ) def right_click(self, event): """Probably need to add our dialog...""" super().right_click(event) self.popup_menu.add_command(label="Edit..", command=self.edit) self.popup_menu.tk_popup(event.x_root, event.y_root, 0) def create_dialog( self, title="Edit DFTB+ Optimization Step", calculation="optimization" ): """Create the dialog!""" self.logger.debug("Creating the dialog") super().create_dialog(title=title, calculation=calculation) # Create all the widgets P = self.node.parameters # Frame to isolate widgets opt_frame = self["optimization frame"] = ttk.LabelFrame( self["frame"], borderwidth=4, relief="sunken", text="Optimization Parameters", labelanchor="n", padding ) for key in dftbplus_step.OptimizationParameters.parameters: self[key] = P[key].widget(opt_frame) self.logger.debug("Finished creating the dialog") def reset_dialog(self, widget=None): super().reset_dialog() row = 0 self["optimization frame"].grid(row=row, column=1, sticky=tk.EW) row += 1 # And the widgets in our frame self.reset_optimization_frame() return row ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 16 • SyntaxError: positional argument follows keyword argument at line 60 Fixes: • Complete the expression on the last line • Add closing quote at line 16 • Review code syntax
|
advanced
|
ui
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 2,070
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nclass TkOptimization(dftbplus_step.TkEnergy):\n def __init__(\n self,\n tk_flowchart=None,\n node=None,\n canvas=None,\n x=120,\n y=20,\n w=200,\n h=50,\n my_logger=logger,\n keyword_metadata=None,\n ):\n \"\"\"Initialize the graphical Tk DFTB+ optimization step\n\n Keyword arguments:\n \"\"\"\n self.results_widgets = []\n\n super().__init__(\n tk_flowchart=tk_flowchart,\n node=node,\n canvas=canvas,\n x=x,\n y=y,\n w=w,\n h=h,\n my_logger=my_logger,\n keyword_metadata=keyword_metadata,\n )\n\n def right_click(self, event):\n \"\"\"Probably need to add our dialog...\"\"\"\n\n super().right_click(event)\n self.popup_menu.add_command(label=\"Edit..\", command=self.edit)\n\n self.popup_menu.tk_popup(event.x_root, event.y_root, 0)\n\n def create_dialog(\n self, title=\"Edit DFTB+ Optimization Step\", calculation=\"optimization\"\n ):\n \"\"\"Create the dialog!\"\"\"\n self.logger.debug(\"Creating the dialog\")\n super().create_dialog(title=title, calculation=calculation)\n\n # Create all the widgets\n P = self.node.parameters\n\n # Frame to isolate widgets\n opt_frame = self[\"optimization frame\"] = ttk.LabelFrame(\n self[\"frame\"],\n borderwidth=4,\n relief=\"sunken\",\n text=\"Optimization Parameters\",\n labelanchor=\"n\",\npadding\n )\n\n for key in dftbplus_step.OptimizationParameters.parameters:\n self[key] = P[key].widget(opt_frame)\n\n self.logger.debug(\"Finished creating the dialog\")\n\n def reset_dialog(self, widget=None):\n super().reset_dialog()\n\n row = 0\n self[\"optimization frame\"].grid(row=row, column=1, sticky=tk.EW)\n row += 1\n\n # And the widgets in our frame\n self.reset_optimization_frame()\n\n return row\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 16\n \u2022 SyntaxError: positional argument follows keyword argument at line 60\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 16\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
4c1e3b72b32866f599c7e926ceb63efd29d9c600
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- class Console(object): """Superclasse Console Classe base para os terminais de cliente e servidor. Attributes: logged (bool): True caso o usuário tenha realizado o login com sucesso, False caso contrário """ def __init__(self, **kwargs): """Método construtor do console Kwargs: sock (socket): socket de comunicação key_file (str): arquivo para inicialização de par de chaves """ self.sock = kwargs.get('sock', socket.socket(socket.AF_INET, socket.SOCK_STREAM)) key_file = kwargs.get('key_file', '') if key_file: self.privatekey, self.publickey = Console.start_key(key_file) def run(self): """Método run difere entre o Console do Host e o do Client O Método run controla o comportamento do objeto como um todo. Todo o comportamento de um console individual deve ser definido dentro do método run. """ raise NotImplemented @staticmethod def start_key(key_file): """Método de inicialização das chaves Esse método inicializa a chave privada e prepara, também, a chave pública para envio. Args: key_file (str): endereço do arquivo da chave privada Returns: (tuple) uma tupla contendo um par _RSAobj (chave privada) e byte (inicializador da chave pública) """ try: keyfile = open(key_file, 'rb') except FileNotFoundError: private_key = RSA.generate(1024) else: private_key = RSA.importKey(keyfile.read()) keyfile.close() finally: public_key = private_key.publickey().exportKey() return private_key, public_key def receive_key(self): """Troca de chaves no início da comunicação Ao se conectarem, servidor e cliente trocam suas chaves públicas um com o outro. Esse método retorna um objeto do tipo RSA público a partir da chave pública recebida através de um socket. Returns: (_RSAobj) chave pública para criptografia. """ k = self.sock.recv(1024) key = RSA.importKey(k) return key ... [7 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 4 Invalid syntax at line 79: ... [7 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 7 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 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 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 65 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 72 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 ✨ Improvements: Complete the expression on the last line Add closing quote at line 4 Review syntax near the error location
|
advanced
|
ui
|
code_review
|
Pythoncode:Python
| 4
| 1
| 2,607
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python3\r\n# -*- coding: utf-8 -*-\r\nclass Console(object):\r\n \"\"\"Superclasse Console\r\n \r\n Classe base para os terminais de cliente e servidor.\r\n \r\n Attributes:\r\n logged (bool): True caso o usu\u00e1rio tenha realizado o login com sucesso,\r\n False caso contr\u00e1rio\r\n \r\n \"\"\"\r\n def __init__(self, **kwargs):\r\n \"\"\"M\u00e9todo construtor do console\r\n \r\n Kwargs:\r\n sock (socket): socket de comunica\u00e7\u00e3o\r\n key_file (str): arquivo para inicializa\u00e7\u00e3o de par de chaves\r\n \r\n \"\"\"\r\n self.sock = kwargs.get('sock',\r\n socket.socket(socket.AF_INET,\r\n socket.SOCK_STREAM))\r\n key_file = kwargs.get('key_file', '')\r\n if key_file:\r\n self.privatekey, self.publickey = Console.start_key(key_file)\r\n \r\n def run(self):\r\n \"\"\"M\u00e9todo run difere entre o Console do Host e o do Client\r\n \r\n O M\u00e9todo run controla o comportamento do objeto como um todo.\r\n Todo o comportamento de um console individual deve ser definido dentro\r\n do m\u00e9todo run.\r\n \r\n \"\"\"\r\n raise NotImplemented\r\n \r\n @staticmethod\r\n def start_key(key_file):\r\n \"\"\"M\u00e9todo de inicializa\u00e7\u00e3o das chaves\r\n \r\n Esse m\u00e9todo inicializa a chave privada e prepara, tamb\u00e9m, a chave\r\n p\u00fablica para envio.\r\n \r\n Args:\r\n key_file (str): endere\u00e7o do arquivo da chave privada\r\n \r\n Returns:\r\n (tuple) uma tupla contendo um par _RSAobj (chave privada) e byte \r\n (inicializador da chave p\u00fablica)\r\n \"\"\"\r\n try:\r\n keyfile = open(key_file, 'rb')\r\n except FileNotFoundError:\r\n private_key = RSA.generate(1024)\r\n else:\r\n private_key = RSA.importKey(keyfile.read())\r\n keyfile.close()\r\n finally:\r\n public_key = private_key.publickey().exportKey()\r\n return private_key, public_key\r\n \r\n def receive_key(self):\r\n \"\"\"Troca de chaves no in\u00edcio da comunica\u00e7\u00e3o\r\n \r\n Ao se conectarem, servidor e cliente trocam suas chaves p\u00fablicas um com\r\n o outro. Esse m\u00e9todo retorna um objeto do tipo RSA p\u00fablico a partir da\r\n chave p\u00fablica recebida atrav\u00e9s de um socket.\r\n \r\n Returns:\r\n (_RSAobj) chave p\u00fablica para criptografia.\r\n \r\n \"\"\"\r\n k = self.sock.recv(1024)\r\n key = RSA.importKey(k)\r\n return key\r\n \r\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 4\n Invalid syntax at line 79: ... [7 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 7\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 15\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 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 27\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 36\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\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 Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 65\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 72\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 4\n Review syntax near the error location"}]
| false
| null | null | null |
4c1e5197c84f6ae0e879e45cf958dcfad6b26bdf
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ... [3 more classdefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
oop
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 44
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\n ... [3 more classdefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c1e5c9719ab7645023165c5beb655aadf6e00c7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import grpc from skywalking.protocol.common.Common_pb2 import KeyStringValuePair from skywalking.protocol.language_agent.Tracing_pb2_grpc import TraceSegmentReportServiceStub from skywalking.protocol.logging.Logging_pb2_grpc import LogReportServiceStub from skywalking.protocol.management.Management_pb2 import InstancePingPkg, InstanceProperties from skywalking.protocol.management.Management_pb2_grpc import ManagementServiceStub from skywalking.protocol.profile.Profile_pb2 import ProfileTaskCommandQuery from skywalking.protocol.profile.Profile_pb2_grpc import ProfileTaskStub from skywalking import config from skywalking.client import ServiceManagementClient, TraceSegmentReportService, ProfileTaskChannelService, \ class GrpcServiceManagementClient(ServiceManagementClient): def __init__(self, channel: grpc.Channel): self.service_stub = ManagementServiceStub(channel) def send_instance_props(self): self.service_stub.reportInstanceProperties(InstanceProperties( service=config.service_name, serviceInstance=config.service_instance, properties=[KeyStringValuePair(key='language', value='Python')], )) def send_heart_beat(self): logger.debug( 'service heart beats, [%s], [%s]', config.service_name, config.service_instance, ) self.service_stub.keepAlive(InstancePingPkg( service=config.service_name, serviceInstance=config.service_instance, )) class GrpcTraceSegmentReportService(TraceSegmentReportService): def __init__(self, channel: grpc.Channel): self.report_stub = TraceSegmentReportServiceStub(channel) def report(self, generator): self.report_stub.collect(generator) class GrpcLogDataReportService(LogDataReportService): def __init__(self, channel: grpc.Channel): self.report_stub = LogReportServiceStub(channel) def report(self, generator): self.report_stub.collect(generator class GrpcProfileTaskChannelService(ProfileTaskChannelService): ... [2 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 65 - expected ')' • Block at line 68 has no indented body Fix: Add missing ')' bracket at line 65
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 7
| 4
| 2,910
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# Licensed to the Apache Software Foundation (ASF) under one or more\n# contributor license agreements. See the NOTICE file distributed with\n# this work for additional information regarding copyright ownership.\n# The ASF licenses this file to You under the Apache License, Version 2.0\n# (the \"License\"); you may not use this file except in compliance with\n# the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\nimport grpc\nfrom skywalking.protocol.common.Common_pb2 import KeyStringValuePair\nfrom skywalking.protocol.language_agent.Tracing_pb2_grpc import TraceSegmentReportServiceStub\nfrom skywalking.protocol.logging.Logging_pb2_grpc import LogReportServiceStub\nfrom skywalking.protocol.management.Management_pb2 import InstancePingPkg, InstanceProperties\nfrom skywalking.protocol.management.Management_pb2_grpc import ManagementServiceStub\nfrom skywalking.protocol.profile.Profile_pb2 import ProfileTaskCommandQuery\nfrom skywalking.protocol.profile.Profile_pb2_grpc import ProfileTaskStub\n\nfrom skywalking import config\nfrom skywalking.client import ServiceManagementClient, TraceSegmentReportService, ProfileTaskChannelService, \\\nclass GrpcServiceManagementClient(ServiceManagementClient):\n def __init__(self, channel: grpc.Channel):\n self.service_stub = ManagementServiceStub(channel)\n\n def send_instance_props(self):\n self.service_stub.reportInstanceProperties(InstanceProperties(\n service=config.service_name,\n serviceInstance=config.service_instance,\n properties=[KeyStringValuePair(key='language', value='Python')],\n ))\n\n def send_heart_beat(self):\n logger.debug(\n 'service heart beats, [%s], [%s]',\n config.service_name,\n config.service_instance,\n )\n self.service_stub.keepAlive(InstancePingPkg(\n service=config.service_name,\n serviceInstance=config.service_instance,\n ))\n\n\nclass GrpcTraceSegmentReportService(TraceSegmentReportService):\n def __init__(self, channel: grpc.Channel):\n self.report_stub = TraceSegmentReportServiceStub(channel)\n\n def report(self, generator):\n self.report_stub.collect(generator)\n\n\nclass GrpcLogDataReportService(LogDataReportService):\n def __init__(self, channel: grpc.Channel):\n self.report_stub = LogReportServiceStub(channel)\n\n def report(self, generator):\n self.report_stub.collect(generator\n\n\nclass GrpcProfileTaskChannelService(ProfileTaskChannelService):\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 Unclosed '(' at line 65 - expected ')'\n \u2022 Block at line 68 has no indented body\n\n Fix: Add missing ')' bracket at line 65"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
4c1fe311f29bf7609a66d633ca361b9c555f8538
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Generated by Django 3.0.3 on 2020-02-07 19:59 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('coingate', '0003_auto_20200207_1513'), ] operations = [ migrations.RemoveField( model_name='payment', name='token', ), migrations.AddField( model_name='payment', name='expire_at', field=models.DateTimeField(blank=True, null=True), ), migrations.AddField( model_name='payment', name='pay_amount', field=models.DecimalField(blank=True, decimal_places=1, max_digits=10, null=True), ), migrations.AddField( model_name='payment', name='payment_address', field=models.CharField(blank=True, max_length=100, null=True), ), migrations.AlterField( model_name='payment', name='created_at', field=models.DateTimeField(auto_now_add=True, null=True), ), migrations.AlterField( model_name='payment', name='price_currency', field=models.CharField(choices=[('USD', 'USD'), ('EUR', 'EUR'), ('BTC', 'BTC'), ('LTC', 'LTC'), ('ETH', 'ETH')], default='USD', max_length=10), ), migrations.AlterField( model_name='payment', name='receive_currency', field=models.CharField(choices=[('USD', 'USD'), ('EUR', 'EUR'), ('BTC', 'BTC'), ('LTC', 'LTC'), ('ETH', 'ETH')], default='BTC', max_length=10), ), migrations.AlterField( model_name='payment', name='status', field=models.CharField(choices=[('new', 'Newly created invoice'), ('pending', 'Awaiting payment'), ('confirming', 'Awaiting blockchain network confirmation'), ('paid', 'Confirmed'), ('invalid', 'Rejected'), ('expired', 'Expired'), ('canceled', 'Canceled'), ('refunded', 'Refunded')], default='new', max_length=10), , ]
|
Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ']' at line 52 • Unclosed '[' at line 12 - expected ']' • Unclosed '(' at line 47 - expected ')' Fixes: • Add closing ']' bracket • Add closing ')' bracket • Check opening and closing brackets
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 2,031
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Generated by Django 3.0.3 on 2020-02-07 19:59\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('coingate', '0003_auto_20200207_1513'),\n ]\n\n operations = [\n migrations.RemoveField(\n model_name='payment',\n name='token',\n ),\n migrations.AddField(\n model_name='payment',\n name='expire_at',\n field=models.DateTimeField(blank=True, null=True),\n ),\n migrations.AddField(\n model_name='payment',\n name='pay_amount',\n field=models.DecimalField(blank=True, decimal_places=1, max_digits=10, null=True),\n ),\n migrations.AddField(\n model_name='payment',\n name='payment_address',\n field=models.CharField(blank=True, max_length=100, null=True),\n ),\n migrations.AlterField(\n model_name='payment',\n name='created_at',\n field=models.DateTimeField(auto_now_add=True, null=True),\n ),\n migrations.AlterField(\n model_name='payment',\n name='price_currency',\n field=models.CharField(choices=[('USD', 'USD'), ('EUR', 'EUR'), ('BTC', 'BTC'), ('LTC', 'LTC'), ('ETH', 'ETH')], default='USD', max_length=10),\n ),\n migrations.AlterField(\n model_name='payment',\n name='receive_currency',\n field=models.CharField(choices=[('USD', 'USD'), ('EUR', 'EUR'), ('BTC', 'BTC'), ('LTC', 'LTC'), ('ETH', 'ETH')], default='BTC', max_length=10),\n ),\n migrations.AlterField(\n model_name='payment',\n name='status',\n field=models.CharField(choices=[('new', 'Newly created invoice'), ('pending', 'Awaiting payment'), ('confirming', 'Awaiting blockchain network confirmation'), ('paid', 'Confirmed'), ('invalid', 'Rejected'), ('expired', 'Expired'), ('canceled', 'Canceled'), ('refunded', 'Refunded')], default='new', max_length=10),\n ,\n ]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ']' at line 52\n \u2022 Unclosed '[' at line 12 - expected ']'\n \u2022 Unclosed '(' at line 47 - expected ')'\n\n Fixes:\n \u2022 Add closing ']' bracket\n \u2022 Add closing ')' bracket\n \u2022 Check opening and closing brackets"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
4c215b75166895f7437c7eb221fac00ff09ebb82
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import toml from flask import Flask from flask_sqlalchemy import SQLAlchemy app = Flask(__name__, instance_relative_config=True) app.config.from_file("config.toml", load=toml.load) db = SQLAlchemy(app) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: @app.before_first_request def create_table(): db.create_all()
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 204
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport toml\nfrom flask import Flask\nfrom flask_sqlalchemy import SQLAlchemy\n\n\napp = Flask(__name__, instance_relative_config=True)\napp.config.from_file(\"config.toml\", load=toml.load)\ndb = SQLAlchemy(app)\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@app.before_first_request\ndef create_table():\n db.create_all()"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c219c1f42bd3a942209df9b52e42549c3b34e00
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- import logging from enum import Enum from .NormalDist import NormalDist from .UniformDist import UniformDist class Distribution(Enum): UNIFORM = 0 GAUSSIAN = 1 POISSON = 2 @staticmethod def determine_distribution(distribution, distribution_params): distribution_upper = distribution.upper() if not Distribution[distribution_upper] or Distribution[distribution_upper] is None: raise IndexError('Distribution not supported `{}`. Try one of: {}'.format( distribution, [(elem.value, elem.name) for elem in Distribution])) if Distribution[distribution_upper] == Distribution.UNIFORM: if not distribution_params: distribution_params = 0.5 return UniformDist(rate=float(distribution_params)) if Distribution[distribution_upper] == Distribution.GAUSSIAN: if not distribution_params: distribution_params = [0., 1.] return NormalDist(loc=float(distribution_params[0]), scale=float(distribution_params[1])) if Distribution[distribution_upper] is Distribution.POISSON: pass raise IndexError('Distribution not supported `{}`. Try one of: {}'.format( distribution, [(elem.value, elem.name) for elem in Distribution]))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 1
| 1,388
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\nimport logging\nfrom enum import Enum\nfrom .NormalDist import NormalDist\nfrom .UniformDist import UniformDist\n\n\nclass Distribution(Enum):\n UNIFORM = 0\n GAUSSIAN = 1\n POISSON = 2\n\n @staticmethod\n def determine_distribution(distribution, distribution_params):\n distribution_upper = distribution.upper()\n if not Distribution[distribution_upper] or Distribution[distribution_upper] is None:\n raise IndexError('Distribution not supported `{}`. Try one of: {}'.format(\n distribution, [(elem.value, elem.name) for elem in Distribution]))\n if Distribution[distribution_upper] == Distribution.UNIFORM:\n if not distribution_params:\n distribution_params = 0.5\n return UniformDist(rate=float(distribution_params))\n if Distribution[distribution_upper] == Distribution.GAUSSIAN:\n if not distribution_params:\n distribution_params = [0., 1.]\n return NormalDist(loc=float(distribution_params[0]),\n scale=float(distribution_params[1]))\n if Distribution[distribution_upper] is Distribution.POISSON:\n pass\n raise IndexError('Distribution not supported `{}`. Try one of: {}'.format(\n distribution, [(elem.value, elem.name) for elem in Distribution]))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c228e2ac32c2ad15f711401f0894056b88a3776
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os import sys filename = sys.argv[1] from_id = int(sys.argv[2]) to_id = int(sys.argv[2]) for i in range(from_id, to_id + 1): sys.system("mv {0}.in{1} {0}{1}.in".format(filename, i)) sys.system("mv {0}.out{1} {0}{1}.out".format(filename, i))
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 10
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 0
| 0
| 258
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nimport sys\n\nfilename = sys.argv[1]\nfrom_id = int(sys.argv[2])\nto_id = int(sys.argv[2])\n\nfor i in range(from_id, to_id + 1):\n sys.system(\"mv {0}.in{1} {0}{1}.in\".format(filename, i))\n sys.system(\"mv {0}.out{1} {0}{1}.out\".format(filename, i))"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10"}]
| false
| null | null | null |
4c22a7a412610e81fee1ef9b39c31356e4fa70c7
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.urls import path from . import views urlpatterns = [ path('apply/', views.FillPassApplication, name='transit-pass-application-form'), path('application-details/<int:appln_id>', views.DisplayApplicationToken, name='application-details'), path('view-application-list/', views.DisplayApplicationList, name='view-application-list'), path('view-application/<int:appln_id>/', views.DisplayIndividualApplication, name='view-individual-application'), path('check-application-status/', views.CheckApplicationStatus, name='check-application-status'), path('check-pass-validity/', views.CheckPassValidity, name='check-pass-validity'), ]
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 668
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.urls import path\nfrom . import views\n\n\nurlpatterns = [\n path('apply/', views.FillPassApplication, name='transit-pass-application-form'),\n\n path('application-details/<int:appln_id>', views.DisplayApplicationToken, name='application-details'),\n\n path('view-application-list/', views.DisplayApplicationList, name='view-application-list'),\n\n path('view-application/<int:appln_id>/', views.DisplayIndividualApplication, name='view-individual-application'),\n\n path('check-application-status/', views.CheckApplicationStatus, name='check-application-status'),\n\n path('check-pass-validity/', views.CheckPassValidity, name='check-pass-validity'),\n]"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c237eab0c099d5c3321cd95e513399431effe30
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import dash from dash.dependencies import Input, Output import dash_html_components as html import dash_core_components as dcc app = dash.Dash(__name__) app.layout = html.Div([ dcc.Textarea( id='textarea-example', value='Textarea content initialized\nwith multiple lines of text', style={'width': '100%', 'height': 300}, ), html.Div(id='textarea-example-output', style={'whiteSpace': 'pre-line'}) ])
|
@app.callback( Output('textarea-example-output', 'children'), [Input('textarea-example', 'value')] ) def update_output(value): return 'You have entered: \n{}'.format(value) if __name__ == '__main__': app.run_server(debug=True)
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 683
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport dash\nfrom dash.dependencies import Input, Output\nimport dash_html_components as html\nimport dash_core_components as dcc\n\napp = dash.Dash(__name__)\n\napp.layout = html.Div([\n dcc.Textarea(\n id='textarea-example',\n value='Textarea content initialized\\nwith multiple lines of text',\n style={'width': '100%', 'height': 300},\n ),\n html.Div(id='textarea-example-output', style={'whiteSpace': 'pre-line'})\n])"}, {"role": "assistant", "content": "\n\n@app.callback(\n Output('textarea-example-output', 'children'),\n [Input('textarea-example', 'value')]\n)\ndef update_output(value):\n return 'You have entered: \\n{}'.format(value)\n\nif __name__ == '__main__':\n app.run_server(debug=True)"}]
| false
| null | null | null |
4c23f93517014abc612473feea3755466fd55cec
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import pytest from selenium.common.exceptions import WebDriverException from wrapped_driver import WrappedDriver def test_empty_chromedriver_path(): """Assert error is raised if no chromedriver path is used""" with pytest.raises(WebDriverException): WrappedDriver(executable_path="", headless=True) def test_no_chromedriver_path(): """Assert error is raised if no chromedriver path is used""" with pytest.raises(TypeError): WrappedDriver(headless=True)
|
Functions: test_empty_chromedriver_path, test_no_chromedriver_path This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 490
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport pytest\nfrom selenium.common.exceptions import WebDriverException\n\nfrom wrapped_driver import WrappedDriver\n\n\ndef test_empty_chromedriver_path():\n \"\"\"Assert error is raised if no chromedriver path is used\"\"\"\n with pytest.raises(WebDriverException):\n WrappedDriver(executable_path=\"\", headless=True)\n\n\ndef test_no_chromedriver_path():\n \"\"\"Assert error is raised if no chromedriver path is used\"\"\"\n with pytest.raises(TypeError):\n WrappedDriver(headless=True)"}, {"role": "assistant", "content": " Functions: test_empty_chromedriver_path, test_no_chromedriver_path\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c2449756d626addb11627279707eb2913ce92ba
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from rlp.sedes import ( CountableList, ) from eth.rlp.headers import ( BlockHeader, ) from eth.vm.forks.byzantium.blocks import ( ByzantiumBlock, ) from .transac Error: SyntaxError / EOF
|
Fixed Code: from rlp.sedes import ( CountableList, ) from eth.rlp.headers import ( BlockHeader, ) from eth.vm.forks.byzantium.blocks import ( ByzantiumBlock, ) from .transactions import ( PetersburgTransaction, ) class PetersburgBlock(ByzantiumBlock): Explanation: Complete the truncated code structure
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 174
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom rlp.sedes import (\n CountableList,\n)\nfrom eth.rlp.headers import (\n BlockHeader,\n)\nfrom eth.vm.forks.byzantium.blocks import (\n ByzantiumBlock,\n)\n\nfrom .transac\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom rlp.sedes import (\n CountableList,\n)\nfrom eth.rlp.headers import (\n BlockHeader,\n)\nfrom eth.vm.forks.byzantium.blocks import (\n ByzantiumBlock,\n)\n\nfrom .transactions import (\n PetersburgTransaction,\n)\n\n\nclass PetersburgBlock(ByzantiumBlock):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c244af15987164d1a6b58af8468dc053923ce6d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2020 MONAI Consortium # 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 argparse import inspect import os import sys import time import unittest from monai.utils import PerfContext class TimeLoggingTestResult(unittest.TextTestResult): """Overload the default results so that we can store the results.""" def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.timed_tests = dict() def startTest(self, test): # noqa: N802 """Start timer, print test name, do normal test.""" self.start_time = time.time() name = self.getDescription(test) self.stream.write(f"Starting test: {name}...\n") super().startTest(test) def stopTest(self, test): # noqa: N802 """On test end, get time, print, store and do normal behaviour.""" elapsed = time.time() - self.start_time name = self.getDescription(test) self.stream.write(f"Finished test: {name} ({elapsed:.03}s)\n") if name in results: raise AssertionError("expected all keys to be unique") results[name] = elapsed super().stopTest(test) def print_results(results, discovery_time, thresh, status): # only keep results >= threshold results = dict(filter(lambda x: x[1] > thresh, results.items())) if len(results) == 0: return print(f"\n\n{status}, printing completed times >{thresh}s in ascending order...\n") timings = dict(sorted(results.items(), key=lambda item: item[1])) for r in timings: if timings[r] >= thresh: print(f"{r} ({timings[r]:.03}s)") print(f"test discovery time: {discovery_time:.03}s") print(f"total testing time: {sum(results.values()):.03}s") print("Remember to check above times for any errors!") ... [2 more functiondefs truncated ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 63 - expected ']' • Invalid syntax at line 63: ... [2 more functiondefs truncated ... Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review syntax near the error location
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 2,346
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2020 MONAI Consortium\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# http://www.apache.org/licenses/LICENSE-2.0\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 argparse\nimport inspect\nimport os\nimport sys\nimport time\nimport unittest\n\nfrom monai.utils import PerfContext\n\nclass TimeLoggingTestResult(unittest.TextTestResult):\n \"\"\"Overload the default results so that we can store the results.\"\"\"\n\n def __init__(self, *args, **kwargs):\n super().__init__(*args, **kwargs)\n self.timed_tests = dict()\n\n def startTest(self, test): # noqa: N802\n \"\"\"Start timer, print test name, do normal test.\"\"\"\n self.start_time = time.time()\n name = self.getDescription(test)\n self.stream.write(f\"Starting test: {name}...\\n\")\n super().startTest(test)\n\n def stopTest(self, test): # noqa: N802\n \"\"\"On test end, get time, print, store and do normal behaviour.\"\"\"\n elapsed = time.time() - self.start_time\n name = self.getDescription(test)\n self.stream.write(f\"Finished test: {name} ({elapsed:.03}s)\\n\")\n if name in results:\n raise AssertionError(\"expected all keys to be unique\")\n results[name] = elapsed\n super().stopTest(test)\n\n\ndef print_results(results, discovery_time, thresh, status):\n # only keep results >= threshold\n results = dict(filter(lambda x: x[1] > thresh, results.items()))\n if len(results) == 0:\n return\n print(f\"\\n\\n{status}, printing completed times >{thresh}s in ascending order...\\n\")\n timings = dict(sorted(results.items(), key=lambda item: item[1]))\n\n for r in timings:\n if timings[r] >= thresh:\n print(f\"{r} ({timings[r]:.03}s)\")\n print(f\"test discovery time: {discovery_time:.03}s\")\n print(f\"total testing time: {sum(results.values()):.03}s\")\n print(\"Remember to check above times for any errors!\")\n\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 63 - expected ']'\n \u2022 Invalid syntax at line 63: ... [2 more functiondefs truncated ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
4c249535bfee369b506769f07912c622ac79fe51
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ transforms.py is for shape-preserving functions. """ import numpy as np def shift(values: np.ndarray, periods: int, axis: int, fill_value) -> np.ndarray: new_values = values if periods == 0 or values.size == 0: return new_values.copy() # make sure array sent to np.roll is c_contiguous f_ordered = values.flags.f_contiguous if f_ordered: new_values = new_values.T axis = new_values.ndim - axis - 1 if new_values.size: new_values = np.roll( new_values, np.intp(periods), axis=axis, ) axis_indexer = [slice(None)] * values.ndim if periods > 0: axis_indexer[axis] = slice(None, periods) else: axis_indexer[axis] = slice(periods, None) new_values[tuple(axis_indexer)] = fill_value # restore original order if f_ordered: new_values = new_values.T return new_values
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 37 ✨ Improvements: Add closing quote at line 1 Add docstring to function 'shift'
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 1
| 0
| 963
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\r\ntransforms.py is for shape-preserving functions.\r\n\"\"\"\r\n\r\nimport numpy as np\r\n\r\n\r\ndef shift(values: np.ndarray, periods: int, axis: int, fill_value) -> np.ndarray:\r\n new_values = values\r\n\r\n if periods == 0 or values.size == 0:\r\n return new_values.copy()\r\n\r\n # make sure array sent to np.roll is c_contiguous\r\n f_ordered = values.flags.f_contiguous\r\n if f_ordered:\r\n new_values = new_values.T\r\n axis = new_values.ndim - axis - 1\r\n\r\n if new_values.size:\r\n new_values = np.roll(\r\n new_values,\r\n np.intp(periods),\r\n axis=axis,\r\n )\r\n\r\n axis_indexer = [slice(None)] * values.ndim\r\n if periods > 0:\r\n axis_indexer[axis] = slice(None, periods)\r\n else:\r\n axis_indexer[axis] = slice(periods, None)\r\n new_values[tuple(axis_indexer)] = fill_value\r\n\r\n # restore original order\r\n if f_ordered:\r\n new_values = new_values.T\r\n\r\n return new_values"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 6\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to function 'shift'"}]
| false
| null | null | null |
4c25af4aec5e8d2b72efcbe5e7b1a661e7cc9946
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import unicode_literals from django.db import models from django.utils.translation import ugettext as _ class Group(models.Model): """ Group model """ title = models.CharField(max_length=256, blank=False, verbose_name=_('Name')) leader = models.OneToOneField( 'Student', verbose_name=_('Leader'), blank=Tru
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 8 • Unclosed '(' at line 13 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 2
| 354
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import unicode_literals\n\nfrom django.db import models\nfrom django.utils.translation import ugettext as _\n\n\nclass Group(models.Model):\n \"\"\"\n Group model\n \"\"\"\n\n title = models.CharField(max_length=256, blank=False, verbose_name=_('Name'))\n leader = models.OneToOneField(\n 'Student', verbose_name=_('Leader'), blank=Tru"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 8\n \u2022 Unclosed '(' at line 13 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c2609dfb8072ffe05951ef05454ba700de01952
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from abc import ABCMeta, abstractmethod from frontegg.helpers.frontegg_urls import frontegg_urls import typing import jwt import requests from frontegg.helpers.logger import logger from jwt import InvalidTokenError class IdentityClientMixin(metaclass=ABCMeta): __publicKey = None @property @abstractmethod def vendor_session_request(self) -> requests.Session: pass @property @abstractmethod def should_refresh_vendor_token(self) -> bool: pass @abstractmethod def refresh_vendor_token(self) -> None: pass def get_public_key(self) -> str: if self.__publicKey: return self.__publicKey logger.info('could not find public key locally, will fetch public key') reties = 0 while reties < 10: try: self.__publicKey = self.fetch_public_key() return self.__publicKey except Exception as e: reties = reties + 1 logger.error( 'could not get public key from frontegg, retry number - ' + str(reties) + ', ' + str(e)) logger.error('failed to get public key in all retries') def fetch_public_key(self) -> str: if self.should_refresh_vendor_token: self.refresh_vendor_token() response = self.vendor_session_request.get( frontegg_urls.identity_service['vendor_config']) response.raise_for_status() data = response.json() return data.get('publicKey') def decode_jwt(self, authorization_header, verify: typing.Optional[bool] = True): if not authorization_header: raise InvalidTokenError('Authorization headers is missing') logger.debug('found authorization header: ' + str(authorization_header)) jwt_token = authorization_header.replace('Bearer ', '') if verify: public_key = self.get_public_key() logger.debug('got public key' + str(public_key)) decoded = jwt.decode(jwt_token, public_key, algorithms='RS256') else: decoded = jwt.decode(jwt_token, algorithms='RS256', verify=False) logger.info('jwt was decoded successfully') logger.debug('JWT value - ' + str(decoded)) return decoded
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 2,319
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom abc import ABCMeta, abstractmethod\nfrom frontegg.helpers.frontegg_urls import frontegg_urls\nimport typing\nimport jwt\nimport requests\nfrom frontegg.helpers.logger import logger\nfrom jwt import InvalidTokenError\n\n\nclass IdentityClientMixin(metaclass=ABCMeta):\n __publicKey = None\n\n @property\n @abstractmethod\n def vendor_session_request(self) -> requests.Session:\n pass\n\n @property\n @abstractmethod\n def should_refresh_vendor_token(self) -> bool:\n pass\n\n @abstractmethod\n def refresh_vendor_token(self) -> None:\n pass\n\n def get_public_key(self) -> str:\n if self.__publicKey:\n return self.__publicKey\n\n logger.info('could not find public key locally, will fetch public key')\n reties = 0\n while reties < 10:\n try:\n self.__publicKey = self.fetch_public_key()\n return self.__publicKey\n except Exception as e:\n reties = reties + 1\n logger.error(\n 'could not get public key from frontegg, retry number - ' + str(reties) + ', ' + str(e))\n\n logger.error('failed to get public key in all retries')\n\n def fetch_public_key(self) -> str:\n\n if self.should_refresh_vendor_token:\n self.refresh_vendor_token()\n\n response = self.vendor_session_request.get(\n frontegg_urls.identity_service['vendor_config'])\n response.raise_for_status()\n data = response.json()\n return data.get('publicKey')\n\n def decode_jwt(self, authorization_header, verify: typing.Optional[bool] = True):\n if not authorization_header:\n raise InvalidTokenError('Authorization headers is missing')\n logger.debug('found authorization header: ' +\n str(authorization_header))\n jwt_token = authorization_header.replace('Bearer ', '')\n if verify:\n public_key = self.get_public_key()\n logger.debug('got public key' + str(public_key))\n decoded = jwt.decode(jwt_token, public_key, algorithms='RS256')\n else:\n decoded = jwt.decode(jwt_token, algorithms='RS256', verify=False)\n\n logger.info('jwt was decoded successfully')\n logger.debug('JWT value - ' + str(decoded))\n return decoded"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c263e5689af5df6e8fbc9a6cee80e41efe505e2
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # coding: utf-8 # Copyright © 2021 Splunk, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"): you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # [http://www.apache.org/licenses/LICENSE-2.0] # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. ############# This file is auto-generated. Do not edit! ############# class ActionService(BaseService): """ Action Service Version: v1beta2.12 With the Action service in Splunk Cloud Services, you can receive incoming trigger events and use pre-defined action templates to turn these events into meaningful actions. """ def __init__(self, base_client): super().__init__(base_client) def create_action(self, action: Action, query_params: Dict[str, object] = None) -> Action: """ Creates an action template. """ if query_params is None: query_params = {} path_params = { } path = Template("/action/v1beta2/actions").substitute(path_params) url = self.base_client.build_url(path) data = action.to_dict() response = self.base_client.post(url, json=data, params=query_params) return handle_response(response, Action) def delete_action(self, action_name: str, query_params: Dict[str, object] = None) -> SSCVoidModel: """
|
Removes an action template. """ if query_params is None: query_params = {} path_params = { "action_name": action_name, } path = Template("/action/v1beta2/actions/${action_name}").substitute(path_params) url = self.base_client.build_url(path) response = self.base_client.delete(url, params=query_params) return handle_response(response, ) def get_action(self, action_name: str, query_params: Dict[str, object] = None) -> Action: """ Returns a specific action template. """ if query_params is None: query_params = {} path_params = { "action_name": action_name, } path = Template("/action/v1beta2/actions/${action_name}").substitute(path_params) url = self.base_client.build_url(path) response = self.base_client.get(url, params=query_params) return handle_response(response, Action) ... [6 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 4
| 1
| 2,703
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: utf-8\n\n# Copyright \u00a9 2021 Splunk, Inc.\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\n############# This file is auto-generated. Do not edit! #############\n\nclass ActionService(BaseService):\n \"\"\"\n Action Service\n Version: v1beta2.12\n With the Action service in Splunk Cloud Services, you can receive incoming trigger events and use pre-defined action templates to turn these events into meaningful actions. \n \"\"\"\n\n def __init__(self, base_client):\n super().__init__(base_client)\n\n def create_action(self, action: Action, query_params: Dict[str, object] = None) -> Action:\n \"\"\"\n Creates an action template.\n \"\"\"\n if query_params is None:\n query_params = {}\n\n path_params = {\n }\n\n path = Template(\"/action/v1beta2/actions\").substitute(path_params)\n url = self.base_client.build_url(path)\n data = action.to_dict()\n response = self.base_client.post(url, json=data, params=query_params)\n return handle_response(response, Action)\n\n def delete_action(self, action_name: str, query_params: Dict[str, object] = None) -> SSCVoidModel:\n \"\"\""}, {"role": "assistant", "content": "\n Removes an action template.\n \"\"\"\n if query_params is None:\n query_params = {}\n\n path_params = {\n \"action_name\": action_name,\n }\n\n path = Template(\"/action/v1beta2/actions/${action_name}\").substitute(path_params)\n url = self.base_client.build_url(path)\n response = self.base_client.delete(url, params=query_params)\n return handle_response(response, )\n\n def get_action(self, action_name: str, query_params: Dict[str, object] = None) -> Action:\n \"\"\"\n Returns a specific action template.\n \"\"\"\n if query_params is None:\n query_params = {}\n\n path_params = {\n \"action_name\": action_name,\n }\n\n path = Template(\"/action/v1beta2/actions/${action_name}\").substitute(path_params)\n url = self.base_client.build_url(path)\n response = self.base_client.get(url, params=query_params)\n return handle_response(response, Action)\n\n\n ... [6 more functiondefs truncated] ..."}]
| false
| null | null | null |
4c26b67f1983ed6d013acb44413f671a2be21260
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 import requests import subprocess import smtplib import re import os import tempfile def download(url): get_response = requests.get(url) ... code continues ...
|
Completion: Missing: Function 'download' is incomplete - body truncated To complete: • Complete the function 'download' body and add missing return Example continuation: file_name = url.split("/")[-1] with open(file_name, "wb") as f: f.write(get_response.content)
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 165
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\nimport requests\nimport subprocess\nimport smtplib\nimport re\nimport os\nimport tempfile\n\n\ndef download(url):\n get_response = requests.get(url)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'download' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'download' body and add missing return\n\n Example continuation:\n file_name = url.split(\"/\")[-1]\n with open(file_name, \"wb\") as f:\n f.write(get_response.content)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
4c2897e16dece2ba4ecd2dbef042a4f90f011294
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from SmartAPI.rdf.List import List class LinkedList(List): def __init__(self): List.__init__(self)
|
Syntax Analysis: Syntax Errors Found: • Block at line 3 has no indented body Fixes: • Add docstring to class 'LinkedList'
|
beginner
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 115
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom SmartAPI.rdf.List import List\n\nclass LinkedList(List):\n\n def __init__(self):\n List.__init__(self)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 3 has no indented body\n\n Fixes:\n \u2022 Add docstring to class 'LinkedList'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
4c2951c766fe0cde976ee8004540518c1924599a
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: ################################################################################################## # Copyright (c) 2012 Brett Dixon # # 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. ################################################################################################## result = obj_id + 1 # BUG: using before init def index(request, obj_id=None): """Handles a request based on method and calls the appropriate function""" if request.method == "GET": return get(request, obj_id) elif request.method == "POST": return post(request) elif request.method == "PUT": return put(request, obj_id) elif request.method == "DELETE": return delete(request, obj_id) def get(request, obj_id=None): if obj_id: obj = Gallery.objects.get(pk=obj_id) if obj.security != Gallery.PUBLIC and request.user.is_anonymous: raise PermissionDenied else: res = Result() personal = [] clearance = Gallery.PUBLIC if request.user.is_authenticated: personal = Gallery.objects.filter( security=Gallery.PERSONAL, owner=request.user ) try: clearance = request.user.frog_prefs.first().clearance except AttributeError: clearance = Gallery.PUBLIC # Staff members should see everything if request.user.is_staff: clearance = Gallery.GUARDED objects = Gallery.objects.filter(security__lte=clearance) ids = [] for gallery in objects: if gallery.security == Gallery.PERSONAL: continue if gallery.id in ids: continue ids.append(gallery.id) res.append(gallery.json()) for gallery in personal: res.append(gallery.json()) return JsonResponse(res.asDict()) @login_required ... [10 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "obj_id" before initialization Severity: CRITICAL Location: Line 22 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
|
intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 2,978
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n##################################################################################################\n# Copyright (c) 2012 Brett Dixon\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy of\n# this software and associated documentation files (the \"Software\"), to deal in\n# the Software without restriction, including without limitation the rights to use,\n# copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the\n# Software, and to permit persons to whom the Software is furnished to do so,\n# 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, FITNESS\n# FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR\n# COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER\n# IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION\n# WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.\n##################################################################################################\n\nresult = obj_id + 1 # BUG: using before init\ndef index(request, obj_id=None):\n \"\"\"Handles a request based on method and calls the appropriate function\"\"\"\n if request.method == \"GET\":\n return get(request, obj_id)\n elif request.method == \"POST\":\n return post(request)\n elif request.method == \"PUT\":\n return put(request, obj_id)\n elif request.method == \"DELETE\":\n return delete(request, obj_id)\n\n\ndef get(request, obj_id=None):\n if obj_id:\n obj = Gallery.objects.get(pk=obj_id)\n if obj.security != Gallery.PUBLIC and request.user.is_anonymous:\n raise PermissionDenied\n else:\n res = Result()\n\n personal = []\n clearance = Gallery.PUBLIC\n\n if request.user.is_authenticated:\n personal = Gallery.objects.filter(\n security=Gallery.PERSONAL, owner=request.user\n )\n try:\n clearance = request.user.frog_prefs.first().clearance\n except AttributeError:\n clearance = Gallery.PUBLIC\n\n # Staff members should see everything\n if request.user.is_staff:\n clearance = Gallery.GUARDED\n\n objects = Gallery.objects.filter(security__lte=clearance)\n ids = []\n\n for gallery in objects:\n if gallery.security == Gallery.PERSONAL:\n continue\n if gallery.id in ids:\n continue\n\n ids.append(gallery.id)\n res.append(gallery.json())\n\n for gallery in personal:\n res.append(gallery.json())\n\n return JsonResponse(res.asDict())\n\n\n@login_required\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"obj_id\" before initialization\n Severity: CRITICAL\n\n Location: Line 22\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
4c2a0b02facefb7ade979ad8ea41989718dd6e87
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # uncompyle6 version 3.2.0 # Python bytecode 2.4 (62061) # Decompiled from: Python 2.7.14 (v2.7.14:84471935ed, Sep 16 2017, 20:19:30) [MSC v.1500 32 bit (Intel)] # Embedded file name: pirates.speedchat.PSpeedChatQuestMenu from otp.speedchat.SCMenu import SCMenu from otp.speedchat.SCTerminal import * from otp.speedchat.SCStaticTextTerminal import SCStaticTextTerminal from pirates.quest.Quest import Quest from pirates.speedchat.PSpeedChatQuestTerminal import * from pirates.pirate.LocalPirate import * from pirates.quest.QuestStatus import * from pirates.quest.QuestDNA import * class PSpeedChatQuestMenu(SCMenu): __module__ = __name__ def __init__(self): SCMenu.__init__(self) self.accept('localAvatarQuestAdded', self.__questMenuRefresh) self.accept('localAvatarQuestUpdate', self.__questMenuRefresh) self.accept('localAvatarQuestItemUpdate', self.__questMenuRefresh) self.accept('localAvatarQuestComplete', self.__questMenuRefresh) self.accept('localAvatarQuestDeleted', self.__questMenuRefresh) def destroy(self): SCMenu.destroy(self) def __questMenuRefresh(self, quest, item=None, note=None): self.clearMenu() quests = localAvatar.questStatus.getCurrentQuests() if quests is None: return for quest in quests: q = quest if q is None: continue if not q.isComplete(): self.__questAddSCChat(q) return def __questAddSCChat(self, quest): qId = quest.questId qDNA = QuestDB.QuestDict.get(qId) if not qDNA: return qInt = qDNA.questInt i = 0 for task in quest.questDNA.getTasks(): if len(quest.getSCSummaryText(0)) > 2: self.append(PSpeedChatQuestTerminal(quest.getSCSummaryText(i), qInt, quest.giverId, 0, i)) if len(quest.getSCWhereIsText(0)) > 2: self.append(PSpeedChatQuestTerminal(quest.getSCWhereIsText(i), qInt, quest.giverId, 1, i)) if len(quest.getSCHowToText(0)) > 2: self.append(PSpeedChatQuestTerminal(quest.getSCHowToText(i), qInt, quest.giverId, 2, i)) i = i + 1
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 💡 Suggestions: Complete the expression on the last line Add docstring to class 'PSpeedChatQuestMenu' Add docstring to function '__init__'
|
advanced
|
oop
|
debugging
|
Pythoncode:Python
| 4
| 1
| 2,232
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# uncompyle6 version 3.2.0\n# Python bytecode 2.4 (62061)\n# Decompiled from: Python 2.7.14 (v2.7.14:84471935ed, Sep 16 2017, 20:19:30) [MSC v.1500 32 bit (Intel)]\n# Embedded file name: pirates.speedchat.PSpeedChatQuestMenu\nfrom otp.speedchat.SCMenu import SCMenu\nfrom otp.speedchat.SCTerminal import *\nfrom otp.speedchat.SCStaticTextTerminal import SCStaticTextTerminal\nfrom pirates.quest.Quest import Quest\nfrom pirates.speedchat.PSpeedChatQuestTerminal import *\nfrom pirates.pirate.LocalPirate import *\nfrom pirates.quest.QuestStatus import *\nfrom pirates.quest.QuestDNA import *\n\nclass PSpeedChatQuestMenu(SCMenu):\n __module__ = __name__\n\n def __init__(self):\n SCMenu.__init__(self)\n self.accept('localAvatarQuestAdded', self.__questMenuRefresh)\n self.accept('localAvatarQuestUpdate', self.__questMenuRefresh)\n self.accept('localAvatarQuestItemUpdate', self.__questMenuRefresh)\n self.accept('localAvatarQuestComplete', self.__questMenuRefresh)\n self.accept('localAvatarQuestDeleted', self.__questMenuRefresh)\n\n def destroy(self):\n SCMenu.destroy(self)\n\n def __questMenuRefresh(self, quest, item=None, note=None):\n self.clearMenu()\n quests = localAvatar.questStatus.getCurrentQuests()\n if quests is None:\n return\n for quest in quests:\n q = quest\n if q is None:\n continue\n if not q.isComplete():\n self.__questAddSCChat(q)\n\n return\n\n def __questAddSCChat(self, quest):\n qId = quest.questId\n qDNA = QuestDB.QuestDict.get(qId)\n if not qDNA:\n return\n qInt = qDNA.questInt\n i = 0\n for task in quest.questDNA.getTasks():\n if len(quest.getSCSummaryText(0)) > 2:\n self.append(PSpeedChatQuestTerminal(quest.getSCSummaryText(i), qInt, quest.giverId, 0, i))\n if len(quest.getSCWhereIsText(0)) > 2:\n self.append(PSpeedChatQuestTerminal(quest.getSCWhereIsText(i), qInt, quest.giverId, 1, i))\n if len(quest.getSCHowToText(0)) > 2:\n self.append(PSpeedChatQuestTerminal(quest.getSCHowToText(i), qInt, quest.giverId, 2, i))\n i = i + 1"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add docstring to class 'PSpeedChatQuestMenu'\n Add docstring to function '__init__'"}]
| false
| null | null | null |
4c2be9c37717776782c0be6604333fcf9bf8eb67
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # from redbot.core import Config from redbot.core import Config, commands, checks import asyncio import aiohttp import discord from discord import Webhook, AsyncWebhookAdapter ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: import re class Spotifyembed(commands.Cog): """Automatically send a reply to Spotify links with a link to the embed preview. Convenient for mobile users who can finally listen to music samples from Discord, without needing an account."""
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 175
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# from redbot.core import Config\nfrom redbot.core import Config, commands, checks\nimport asyncio\nimport aiohttp\nimport discord\nfrom discord import Webhook, AsyncWebhookAdapter\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:\nimport re\n\nclass Spotifyembed(commands.Cog):\n \"\"\"Automatically send a reply to Spotify links with a link to the embed preview. Convenient for mobile users who can finally listen to music samples from Discord, without needing an account.\"\"\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c2cd54fa6ab0d6c947d651db03fbbb610a1bf1d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #The MIT License # #Copyright (c) 2020 DATA Lab at Texas A&M University #Copyright (c) 2016 OpenAI (https://openai.com) # #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 hashlib import numpy as np import os import struct def colorize(string, color, bold=False, highlight = False): """Return string surrounded by appropriate terminal color codes to print colorized text. Valid colors: gray, red, green, yellow, blue, magenta, cyan, white, crimson """ attr = [] num = color2num[color] if highlight: num += 10 attr.append(str(num)) if bold: attr.append('1') attrs = ';'.join(attr) return '\x1b[%sm%s\x1b[0m' % (attrs, string) def error(msg, *args): print(colorize('%s: %s'%('ERROR', msg % args), 'red')) def np_random(seed=None): if seed is not None and not (isinstance(seed, int) and 0 <= seed): raise error.Error('Seed must be a non-negative integer or omitted, not {}'.format(seed)) seed = create_seed(seed) rng = np.random.RandomState( rng.seed(_int_list_from_bigint(hash_seed(seed))) return rng, seed ... [4 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: #The MIT License # #Copyright (c) 2020 DATA Lab at Texas A&M University #Copyright (c) 2016 OpenAI (https://openai.com) # #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 hashlib import numpy as np import os import struct def colorize(string, color, bold=False, highlight = False): """Return string surrounded by appropriate terminal color codes to print colorized text. Valid colors: gray, red, green, yellow, blue, magenta, cyan, white, crimson Explanation: Add missing ')' bracket at line 39
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 2,121
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#The MIT License\n#\n#Copyright (c) 2020 DATA Lab at Texas A&M University\n#Copyright (c) 2016 OpenAI (https://openai.com)\n#\n#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:\n#\n#The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.\n#\n#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.\n\nimport hashlib\nimport numpy as np\nimport os\nimport struct\n\ndef colorize(string, color, bold=False, highlight = False):\n \"\"\"Return string surrounded by appropriate terminal color codes to\n print colorized text. Valid colors: gray, red, green, yellow,\n blue, magenta, cyan, white, crimson\n \"\"\"\n attr = []\n num = color2num[color]\n if highlight: num += 10\n attr.append(str(num))\n if bold: attr.append('1')\n attrs = ';'.join(attr)\n return '\\x1b[%sm%s\\x1b[0m' % (attrs, string)\n\ndef error(msg, *args):\n print(colorize('%s: %s'%('ERROR', msg % args), 'red'))\n\ndef np_random(seed=None):\n if seed is not None and not (isinstance(seed, int) and 0 <= seed):\n raise error.Error('Seed must be a non-negative integer or omitted, not {}'.format(seed))\n\n seed = create_seed(seed)\n\n rng = np.random.RandomState(\n rng.seed(_int_list_from_bigint(hash_seed(seed)))\n return rng, seed\n\n\n ... [4 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#The MIT License\n#\n#Copyright (c) 2020 DATA Lab at Texas A&M University\n#Copyright (c) 2016 OpenAI (https://openai.com)\n#\n#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:\n#\n#The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.\n#\n#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.\n\nimport hashlib\nimport numpy as np\nimport os\nimport struct\n\ndef colorize(string, color, bold=False, highlight = False):\n \"\"\"Return string surrounded by appropriate terminal color codes to\n print colorized text. Valid colors: gray, red, green, yellow,\n blue, magenta, cyan, white, crimson\n\n Explanation: Add missing ')' bracket at line 39"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
4c2d9f91e47f374b558a37fc891829c105809bba
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import random import math from functools import partial import json import pysndfx import librosa import numpy as np import torch from ops.audio import ( class Augmentation: """A base class for data augmentation transforms""" pass class MapLabels: def __init__(self, class_map, drop_raw=True): self.class_map = class_map def __call__(self, dataset, **inputs): labels = np.zeros(len(self.class_map), dtype=np.float32) for c in inputs["raw_labels"]: labels[self.class_map[c]] = 1.0 transformed = dict(inputs) transformed["labels"] = labels transformed.pop("raw_labels") return transformed class MixUp(Augmentation): def __init__(self, p): self.p = p def __call__(self, dataset, **inputs): transformed = dict(inputs) if np.random.uniform() < self.p: first_audio, first_labels = inputs["audio"], inputs["labels"] ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: random_sample = dataset.random_clean_sample() new_audio, new_labels = mix_audio_and_labels( first_audio, random_sample["audio"], first_labels, random_sample["labels"] )
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 11
| 7
| 953
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport random\nimport math\nfrom functools import partial\nimport json\n\nimport pysndfx\nimport librosa\nimport numpy as np\nimport torch\n\nfrom ops.audio import (\nclass Augmentation:\n \"\"\"A base class for data augmentation transforms\"\"\"\n pass\n\n\nclass MapLabels:\n\n def __init__(self, class_map, drop_raw=True):\n\n self.class_map = class_map\n\n def __call__(self, dataset, **inputs):\n\n labels = np.zeros(len(self.class_map), dtype=np.float32)\n for c in inputs[\"raw_labels\"]:\n labels[self.class_map[c]] = 1.0\n\n transformed = dict(inputs)\n transformed[\"labels\"] = labels\n transformed.pop(\"raw_labels\")\n\n return transformed\n\n\nclass MixUp(Augmentation):\n\n def __init__(self, p):\n\n self.p = p\n\n def __call__(self, dataset, **inputs):\n\n transformed = dict(inputs)\n\n if np.random.uniform() < self.p:\n first_audio, first_labels = inputs[\"audio\"], inputs[\"labels\"]\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 random_sample = dataset.random_clean_sample()\n new_audio, new_labels = mix_audio_and_labels(\n first_audio, random_sample[\"audio\"],\n first_labels, random_sample[\"labels\"]\n )"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c2f421ab198ddb3faa7c72a6c2f2f1822a0634f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/env/bin python import os # os.environ['OMP_NUM_THREADS'] = '1' from newpoisson import poisson import numpy as np from fenics import set_log_level, File, RectangleMesh, Point mesh = RectangleMesh(Point(0,0), Point(1,1), 36, 36) # comm = mesh.mpi_comm() set_log_level(40) # ERROR=40 # from mpi4py import MPI # comm = MPI.COMM_WORLD # rank = comm.Get_rank() if __name__=='__main__': import argparse parser = argparse.ArgumentParser(description="Poisson Problem") parser.add_argument('-n', '--num', default = 10, type=int, help="Number of samples") parser.add_argument('-o', '--outfile', default='results', help="Output filename (no extension)") parser.add_argument('-i', '--input-dim', default=1, type=int) parser.add_argument('-d', '--dist', default='u', help='Distribution. `n` (normal), `u` (uniform, default)') args = parser.parse_args() num_samples = args.num dist = args.dist outfile = args.outfile.replace('.pkl','') inputdim = args.input_dim if inputdim == 1: # U[1,5] randsamples = 1 + 4*np.random.rand(num_samples) else: # N(0,1) if dist == 'n': randsamples = np.random.randn(num_samples, inputdim) elif dist == 'u': randsamples = -4*np.random.rand(num_samples, inputdim) else: raise ValueError("Improper distribution choice, use `n` (normal), `u` (uniform)") sample_seed_list = list(zip(range(num_samples), randsamples)) def wrapper(sample, outfile): g=sample[1] u = poisson(gamma=g, mesh=mesh) # Save solution fname = f"{outfile}-data/poisson-{int(sample[0]):06d}.xml" File(fname, 'w') << u return {int(sample[0]): {'u': fname, 'gamma': sample[1]}} results = [] for sample in sample_seed_list: r = wrapper(sample, outfile) results.append(r) # print(results) import pickle pickle.dump(results, open(f'{outfile}.pkl','wb'))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 2,011
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/env/bin python\nimport os\n# os.environ['OMP_NUM_THREADS'] = '1'\nfrom newpoisson import poisson\nimport numpy as np\nfrom fenics import set_log_level, File, RectangleMesh, Point\n\nmesh = RectangleMesh(Point(0,0), Point(1,1), 36, 36)\n# comm = mesh.mpi_comm()\n\nset_log_level(40) # ERROR=40\n# from mpi4py import MPI\n# comm = MPI.COMM_WORLD\n# rank = comm.Get_rank()\n\nif __name__=='__main__':\n\n import argparse\n\n parser = argparse.ArgumentParser(description=\"Poisson Problem\")\n parser.add_argument('-n', '--num', default = 10, type=int,\n help=\"Number of samples\")\n parser.add_argument('-o', '--outfile', default='results',\n help=\"Output filename (no extension)\")\n parser.add_argument('-i', '--input-dim', default=1, type=int)\n parser.add_argument('-d', '--dist', default='u', help='Distribution. `n` (normal), `u` (uniform, default)')\n args = parser.parse_args()\n\n num_samples = args.num\n dist = args.dist\n outfile = args.outfile.replace('.pkl','')\n inputdim = args.input_dim\n if inputdim == 1: # U[1,5]\n randsamples = 1 + 4*np.random.rand(num_samples)\n else: # N(0,1)\n if dist == 'n':\n randsamples = np.random.randn(num_samples, inputdim)\n elif dist == 'u':\n randsamples = -4*np.random.rand(num_samples, inputdim)\n else:\n raise ValueError(\"Improper distribution choice, use `n` (normal), `u` (uniform)\")\n\n sample_seed_list = list(zip(range(num_samples), randsamples))\n\n def wrapper(sample, outfile):\n g=sample[1]\n u = poisson(gamma=g, mesh=mesh)\n # Save solution \n fname = f\"{outfile}-data/poisson-{int(sample[0]):06d}.xml\"\n File(fname, 'w') << u\n return {int(sample[0]): {'u': fname, 'gamma': sample[1]}}\n\n\n results = []\n for sample in sample_seed_list:\n r = wrapper(sample, outfile)\n results.append(r)\n# print(results)\n import pickle\n pickle.dump(results, open(f'{outfile}.pkl','wb'))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c30506aa8598c0388ff7d67c1b22762e60080e5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def factor(n): # Faktorisierung einer Zahl n i = 0 factors = [] for i in range(1, n + 1): if n % i == 0: factors.append(i) return factors def prime_factor(n): # Primfaktorzerlegung einer Zahl n i = 2 factors = [] while i * i <= n: if n % i: i += 1 else: n //= i factors.append(i) if n > 1: factors.append(n) return factors # rekursive Implementierung von HCF def hcf(x, y): """Highest common factor""" if y == 0: return x else: return hcf(y, x % y) def is_polynomial_coprime(polynomial): """Überprüft, ob ein Polynom teilerfremd (coprime) ist""" non_zero_polynomial = [ i for i in polynomial.coefficients if i != 0 ] # Nullen würden Ergebnis von HCF verfälschen if polynomial.degree() == 0: return True for x, y in itertools.combinations(non_zero_polynomial, 2): if hcf(x, y) != 1: return False return True # Quelle: https://rms.unibuc.ro/bulletin/pdf/53-3/perron.pdf def is_irreducible_perron(polynomial): """ Prüft ein Polynom auf Irreduzierbarkeit (Perron). Führender Koeffizient != 1 funktioniert nicht. Keine Aussage möglich, wenn vorletzer Koeffizient kleiner ist als die absolute Summe der restlichen Koeffizienten """ if polynomial.degree() < 0: return logging.error("Polynom ungültig") const_coefficient = polynomial.coefficients[0] if const_coefficient == 0: return 0 lead_coefficient = polynomial.coefficients[polynomial.degree()] assert lead_coefficient == 1 nm1_coefficient = abs(polynomial.coefficients[polynomial.degree() - 1]) total = 1 i = 0 for coeff in polynomial.coefficients: if i < polynomial.degree() - 1: total += abs(coeff) i = i + 1 if nm1_coefficient > total: return 1 return 2 # Quellen: https://www.uni-frankfurt.de/81429607/Stix_Algebra_SkriptWS2016_17.pdf # http://math-www.uni-paderborn.de/~chris/Index33/V/par5.pdf ... [1 more functiondefs truncated] ...
|
Functions: factor, prime_factor, hcf, is_polynomial_coprime, is_irreducible_perron This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 5
| 0
| 2,144
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef factor(n):\n # Faktorisierung einer Zahl n\n i = 0\n factors = []\n for i in range(1, n + 1):\n if n % i == 0:\n factors.append(i)\n\n return factors\n\n\ndef prime_factor(n):\n # Primfaktorzerlegung einer Zahl n\n i = 2\n factors = []\n while i * i <= n:\n if n % i:\n i += 1\n else:\n n //= i\n factors.append(i)\n\n if n > 1:\n factors.append(n)\n return factors\n\n\n# rekursive Implementierung von HCF\ndef hcf(x, y):\n \"\"\"Highest common factor\"\"\"\n if y == 0:\n return x\n else:\n return hcf(y, x % y)\n\n\ndef is_polynomial_coprime(polynomial):\n \"\"\"\u00dcberpr\u00fcft, ob ein Polynom teilerfremd (coprime) ist\"\"\"\n non_zero_polynomial = [\n i for i in polynomial.coefficients if i != 0\n ] # Nullen w\u00fcrden Ergebnis von HCF verf\u00e4lschen\n\n if polynomial.degree() == 0:\n return True\n\n for x, y in itertools.combinations(non_zero_polynomial, 2):\n if hcf(x, y) != 1:\n return False\n\n return True\n\n\n# Quelle: https://rms.unibuc.ro/bulletin/pdf/53-3/perron.pdf\ndef is_irreducible_perron(polynomial):\n \"\"\"\n Pr\u00fcft ein Polynom auf Irreduzierbarkeit (Perron).\n F\u00fchrender Koeffizient != 1 funktioniert nicht.\n Keine Aussage m\u00f6glich, wenn vorletzer Koeffizient kleiner ist als die absolute Summe der restlichen Koeffizienten\n \"\"\"\n if polynomial.degree() < 0:\n return logging.error(\"Polynom ung\u00fcltig\")\n\n const_coefficient = polynomial.coefficients[0]\n if const_coefficient == 0:\n return 0\n\n lead_coefficient = polynomial.coefficients[polynomial.degree()]\n assert lead_coefficient == 1\n nm1_coefficient = abs(polynomial.coefficients[polynomial.degree() - 1])\n\n total = 1\n i = 0\n for coeff in polynomial.coefficients:\n if i < polynomial.degree() - 1:\n total += abs(coeff)\n i = i + 1\n\n if nm1_coefficient > total:\n return 1\n\n return 2\n\n\n# Quellen: https://www.uni-frankfurt.de/81429607/Stix_Algebra_SkriptWS2016_17.pdf\n# http://math-www.uni-paderborn.de/~chris/Index33/V/par5.pdf\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: factor, prime_factor, hcf, is_polynomial_coprime, is_irreducible_perron\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c308137f6fcaffcc096aaa674f08780ed2a8ef7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # # Copyright (c) 2017 Intel Corporation # SPDX-License-Identifier: BSD-2-Clause # import copy import numpy as np from llvmlite import ir as lir from numba.core import types, typing, utils, ir, config, ir_utils, registry from numba.core.typing.templates import (CallableTemplate, signature, class StencilFuncLowerer(object): '''Callable class responsible for lowering calls to a specific StencilFunc. ''' def __init__(self, sf): result = stencilFunc + 1 # BUG: using before init self.stencilFunc = sf def __call__(self, context, builder, sig, args): cres = self.stencilFunc.compile_for_argtys(sig.args, {}, sig.return_type, None) res = context.call_internal(builder, cres.fndesc, sig, args) context.add_linking_libs([cres.library]) return res @register_jitable def raise_if_incompatible_array_sizes(a, *args): ashape = a.shape # We need literal_unroll here because the stencil might take # multiple input arrays with different types that are not compatible # (e.g. values as float[:] and flags as bool[:]) # When more than three total arrays are given, the second and third # are iterated over in the loop below. Without literal_unroll, their # types have to match. # An example failing signature without literal_unroll might be # (float[:], float[:], bool[:]) (Just (float[:], bool[:]) wouldn't fail) for arg in literal_unroll(args): if a.ndim != arg.ndim: raise ValueError("Secondary stencil array does not have same number " " of dimensions as the first stencil input.") argshape = arg.shape for i in range(len(ashape)): if ashape[i] > argshape[i]: raise ValueError("Secondary stencil array has some dimension " "smaller the same dimension in the first " "stencil input.") def slice_addition(the_slice, addend): """ Called by stencil in Python mode to add the loop index to a user-specified slice. """ return slice(the_slice.start + addend, the_slice.stop + addend) class StencilFunc(object): """ A special type to hold stencil information for the IR. """ id_counter = 0 ... [15 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 14 • Unclosed '(' at line 12 - expected ')' Fix: Initialize variable before using it
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 2
| 2,352
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# Copyright (c) 2017 Intel Corporation\n# SPDX-License-Identifier: BSD-2-Clause\n#\n\nimport copy\n\nimport numpy as np\nfrom llvmlite import ir as lir\n\nfrom numba.core import types, typing, utils, ir, config, ir_utils, registry\nfrom numba.core.typing.templates import (CallableTemplate, signature,\nclass StencilFuncLowerer(object):\n '''Callable class responsible for lowering calls to a specific StencilFunc.\n '''\n def __init__(self, sf):\n result = stencilFunc + 1 # BUG: using before init\n self.stencilFunc = sf\n\n def __call__(self, context, builder, sig, args):\n cres = self.stencilFunc.compile_for_argtys(sig.args, {},\n sig.return_type, None)\n res = context.call_internal(builder, cres.fndesc, sig, args)\n context.add_linking_libs([cres.library])\n return res\n\n@register_jitable\ndef raise_if_incompatible_array_sizes(a, *args):\n ashape = a.shape\n\n # We need literal_unroll here because the stencil might take\n # multiple input arrays with different types that are not compatible\n # (e.g. values as float[:] and flags as bool[:])\n # When more than three total arrays are given, the second and third\n # are iterated over in the loop below. Without literal_unroll, their\n # types have to match.\n # An example failing signature without literal_unroll might be\n # (float[:], float[:], bool[:]) (Just (float[:], bool[:]) wouldn't fail)\n for arg in literal_unroll(args):\n if a.ndim != arg.ndim:\n raise ValueError(\"Secondary stencil array does not have same number \"\n \" of dimensions as the first stencil input.\")\n argshape = arg.shape\n for i in range(len(ashape)):\n if ashape[i] > argshape[i]:\n raise ValueError(\"Secondary stencil array has some dimension \"\n \"smaller the same dimension in the first \"\n \"stencil input.\")\n\ndef slice_addition(the_slice, addend):\n \"\"\" Called by stencil in Python mode to add the loop index to a\n user-specified slice.\n \"\"\"\n return slice(the_slice.start + addend, the_slice.stop + addend)\n\nclass StencilFunc(object):\n \"\"\"\n A special type to hold stencil information for the IR.\n \"\"\"\n\n id_counter = 0\n\n\n ... [15 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 14\n \u2022 Unclosed '(' at line 12 - expected ')'\n\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
4c30bd2dd03a5aeb1d8422cd8b6cb2d539652200
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import numpy as np import pydrake.symbolic as ps import torch import time from irs_lqr.dynamical_system import DynamicalSystem class BicycleDynamics(DynamicalSystem): def __init__(self, h): super().__init__() """ x = [x pos, y pos, heading, speed, steering_angle] u = [acceleration, steering_velocity] """ self.h = h self.dim_x = 5 self.dim_u = 2 """Jacobian computations""" self.x_sym = np.array([ps.Variable("x_{}".format(i)) for i in range(self.dim_x)]) self.u_sym = np.array([ps.Variable("u_{}".format(i)) for i in range(self.dim_u)]) self.f_sym = self.dynamics_sym(self.x_sym, self.u_sym) self.jacobian_xu_sym = ps.Jacobian(self.f_sym, np.hstack((self.x_sym, self.u_sym))) def dynamics_sym(self, x, u): """ Symbolic expression for dynamics. Used to compute linearizations of the system. x (np.array, dim: n): state u (np.array, dim: m): action """ heading = x[2] v = x[3] steer = x[4] dxdt = np.array([ v * ps.cos(heading), v * ps.sin(heading), v * ps.tan(steer), u[0], u[1] ]) x_new = x + self.h * dxdt return x_new def dynamics(self, x, u): """ Numeric expression for dynamics. x (np.array, dim: n): state u (np.array, dim: m): action """ heading = x[2] v = x[3] steer = x[4] dxdt = np.array([ v * np.cos(heading), v * np.sin(heading), v * np.tan(steer), u[0], u[1] ]) x_new = x + self.h * dxdt return x_new def dynamics_batch(self, x, u): """ Batch dynamics. Uses pytorch for -args: x (np.array, dim: B x n): batched state u (np.array, dim: B x m): batched input -returns: xnext (np.array, dim: B x n): batched next state """ heading = x[:,2] v = x[:,3] steer = x[:,4] dxdt = np.vstack(( v * np.cos(heading), v * np.sin(heading), v * np.tan(steer), u[:,0], u[:,1] )).transpose() x_new = x + self.h * dxdt return x_new ... [3 more functiondefs truncated] ...
|
Functions: __init__, dynamics_sym, dynamics, dynamics_batch Classes: BicycleDynamics This code demonstrates Pythoncode:Python programming.
|
advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 4
| 1
| 2,433
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport numpy as np\nimport pydrake.symbolic as ps\nimport torch\nimport time\n\nfrom irs_lqr.dynamical_system import DynamicalSystem\n\nclass BicycleDynamics(DynamicalSystem):\n def __init__(self, h):\n super().__init__()\n \"\"\"\n x = [x pos, y pos, heading, speed, steering_angle]\n u = [acceleration, steering_velocity]\n \"\"\"\n self.h = h\n self.dim_x = 5\n self.dim_u = 2\n\n \"\"\"Jacobian computations\"\"\"\n self.x_sym = np.array([ps.Variable(\"x_{}\".format(i)) for i in range(self.dim_x)])\n self.u_sym = np.array([ps.Variable(\"u_{}\".format(i)) for i in range(self.dim_u)])\n self.f_sym = self.dynamics_sym(self.x_sym, self.u_sym)\n\n self.jacobian_xu_sym = ps.Jacobian(self.f_sym, np.hstack((self.x_sym, self.u_sym)))\n \n def dynamics_sym(self, x, u):\n \"\"\"\n Symbolic expression for dynamics. Used to compute\n linearizations of the system.\n x (np.array, dim: n): state\n u (np.array, dim: m): action \n \"\"\"\n heading = x[2]\n v = x[3]\n steer = x[4]\n dxdt = np.array([\n v * ps.cos(heading),\n v * ps.sin(heading),\n v * ps.tan(steer),\n u[0],\n u[1]\n ])\n x_new = x + self.h * dxdt\n return x_new\n\n\n def dynamics(self, x, u):\n \"\"\"\n Numeric expression for dynamics.\n x (np.array, dim: n): state\n u (np.array, dim: m): action\n \"\"\"\n heading = x[2]\n v = x[3]\n steer = x[4] \n dxdt = np.array([\n v * np.cos(heading),\n v * np.sin(heading),\n v * np.tan(steer),\n u[0],\n u[1]\n ])\n x_new = x + self.h * dxdt\n return x_new\n\n def dynamics_batch(self, x, u):\n \"\"\"\n Batch dynamics. Uses pytorch for \n -args:\n x (np.array, dim: B x n): batched state\n u (np.array, dim: B x m): batched input\n -returns:\n xnext (np.array, dim: B x n): batched next state\n \"\"\"\n heading = x[:,2]\n v = x[:,3]\n steer = x[:,4]\n dxdt = np.vstack((\n v * np.cos(heading),\n v * np.sin(heading),\n v * np.tan(steer),\n u[:,0],\n u[:,1]\n )).transpose()\n x_new = x + self.h * dxdt\n return x_new\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, dynamics_sym, dynamics, dynamics_batch\n Classes: BicycleDynamics\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c30fc13cf631ce207921b9c3acc713c3fb36b5f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import streamlit as st import math from scipy.stats import *
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF Fixes: • Complete the expression on the last line
|
beginner
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 60
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport streamlit as st\nimport math\nfrom scipy.stats import *"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fixes:\n \u2022 Complete the expression on the last line"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c30fdedde14a46b90015527caf9d689634cdfab
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import logging import unittest from config_test import build_client_from_configuration _logger = logging.getLogger(__name__) class TestServiceInstances(unittest.TestCase): def test_create_update_delete(self): client = build_client_from_configuration() result = client.v2.service_instances.create(client.space_guid, "test_name", client.plan_guid, client.creation_parameters) if len(client.update_parameters) > 0: client.v2.service_instances.update(result["metadata"]["guid"], client.update_parameters) else: _logger.warning("update test skipped") client.v2.service_instances.remove(result["metadata"]["guid"]) def test_get(self): client = build_client_from_configuration() cpt = 0 for instance in client.v2.service_instances.list(): if cpt == 0: self.assertIsNotNone(client.v2.service_instances.get_first(space_guid=instance["entity"]["space_guid"])) self.assertIsNotNone(client.v2.service_instances.get(instance["metadata"]["guid"])) self.assertIsNotNone(client.v2.service_instances.list_permissions(instance["metadata"]["guid"])) cpt += 1 _logger.debug("test_get - %d found", cpt)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 1,263
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport logging\nimport unittest\n\nfrom config_test import build_client_from_configuration\n\n_logger = logging.getLogger(__name__)\n\n\nclass TestServiceInstances(unittest.TestCase):\n def test_create_update_delete(self):\n client = build_client_from_configuration()\n result = client.v2.service_instances.create(client.space_guid, \"test_name\", client.plan_guid, client.creation_parameters)\n if len(client.update_parameters) > 0:\n client.v2.service_instances.update(result[\"metadata\"][\"guid\"], client.update_parameters)\n else:\n _logger.warning(\"update test skipped\")\n client.v2.service_instances.remove(result[\"metadata\"][\"guid\"])\n\n def test_get(self):\n client = build_client_from_configuration()\n cpt = 0\n for instance in client.v2.service_instances.list():\n if cpt == 0:\n self.assertIsNotNone(client.v2.service_instances.get_first(space_guid=instance[\"entity\"][\"space_guid\"]))\n self.assertIsNotNone(client.v2.service_instances.get(instance[\"metadata\"][\"guid\"]))\n self.assertIsNotNone(client.v2.service_instances.list_permissions(instance[\"metadata\"][\"guid\"]))\n cpt += 1\n _logger.debug(\"test_get - %d found\", cpt)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c31c440814ac777bd4779fa4968cf1b1847bcac
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python class SubscribeCOVApplication(BIPSimpleApplication, ChangeOfValueServices): pass # # COVConsoleCmd # @bacpypes_debugging class COVConsoleCmd(ConsoleCmd): def do_status(self, args): """status""" args = args.split() if _debug: COVConsoleCmd._debug("do_status %r", args) global test_application # dump from the COV detections dict for obj_ref, cov_detection in test_application.cov_detections.items(): print("{} {}".format(obj_ref.objectIdentifier, obj_ref)) for cov_subscription in cov_detection.cov_subscriptions: print(" {} proc_id={} confirmed={} lifetime={}".format( cov_subscription.client_addr, cov_subscription.proc_id, cov_subscription.confirmed, cov_subscription.lifetime, )) def do_trigger(self, args): """trigger object_name""" args = args.split() if _debug: COVConsoleCmd._debug("do_trigger %r", args) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: global test_application if not args: print("object name required") return
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 2
| 1,069
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\nclass SubscribeCOVApplication(BIPSimpleApplication, ChangeOfValueServices):\n pass\n\n#\n# COVConsoleCmd\n#\n\n@bacpypes_debugging\nclass COVConsoleCmd(ConsoleCmd):\n\n def do_status(self, args):\n \"\"\"status\"\"\"\n args = args.split()\n if _debug: COVConsoleCmd._debug(\"do_status %r\", args)\n global test_application\n\n # dump from the COV detections dict\n for obj_ref, cov_detection in test_application.cov_detections.items():\n print(\"{} {}\".format(obj_ref.objectIdentifier, obj_ref))\n\n for cov_subscription in cov_detection.cov_subscriptions:\n print(\" {} proc_id={} confirmed={} lifetime={}\".format(\n cov_subscription.client_addr,\n cov_subscription.proc_id,\n cov_subscription.confirmed,\n cov_subscription.lifetime,\n ))\n\n def do_trigger(self, args):\n \"\"\"trigger object_name\"\"\"\n args = args.split()\n if _debug: COVConsoleCmd._debug(\"do_trigger %r\", args)\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 global test_application\n\n if not args:\n print(\"object name required\")\n return"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c32dcda5e8a9e2b82a81dd52550421a3c5cdcea
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import os import platform import subprocess from django.http import HttpResponse from django.conf import settings def add(request, friend): phantomjs = os.path.join(settings.PROJECT_PATH, 'glassface', 'facebookfriender', platform.system(), 'phantomjs') script = os.path.join(settings.PROJECT_PATH, 'glassface', 'facebookfriender', 'facebookfriender.js') try: subprocess.call([phantomjs, script, friend, request.user.get_profile().facebook_email, request.user.get_profile().facebook_pass]) except: return False return True def extract(request): phantomjs = os.path.join(settings.PROJECT_PATH, 'glassface', 'facebookfriender', platform.system(), 'phantomjs') script = os.path.join(settings.PROJECT_PATH, 'glassface', 'facebookfriender', 'useridextractor.js') print "sexy" out = subprocess.check_output([phantomjs, script, request.POST['email'], request.POST['password']]) print out return "user id goes here"
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 18 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 975
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os\nimport platform\nimport subprocess\n\nfrom django.http import HttpResponse\nfrom django.conf import settings\n\ndef add(request, friend):\n phantomjs = os.path.join(settings.PROJECT_PATH, 'glassface', 'facebookfriender', platform.system(), 'phantomjs')\n script = os.path.join(settings.PROJECT_PATH, 'glassface', 'facebookfriender', 'facebookfriender.js')\n try:\n subprocess.call([phantomjs, script, friend, request.user.get_profile().facebook_email, request.user.get_profile().facebook_pass])\n except:\n return False\n\n return True\n\n def extract(request):\n phantomjs = os.path.join(settings.PROJECT_PATH, 'glassface', 'facebookfriender', platform.system(), 'phantomjs')\n script = os.path.join(settings.PROJECT_PATH, 'glassface', 'facebookfriender', 'useridextractor.js')\n print \"sexy\"\n out = subprocess.check_output([phantomjs, script, request.POST['email'], request.POST['password']])\n print out\n return \"user id goes here\""}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 18\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
4c32edf19e346b501323693f4025d8d4782f7d64
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import random import numpy as np import pandas as pd import streamlit as st from sklearn.naive_bayes import GaussianNB from sklearn.model_selection import train_test_split from yellowbrick.classifier import classification_report from yellowbrick.target import FeatureCorrelation from yellowbrick.target import ClassBalance from streamlit_yellowbrick import st_yellowbrick from typing import Any, List, Tuple import plotly.express as px def data_prep(df: pd.DataFrame) -> Tuple[List, List, List, List]: """ Purpose: Prep data for modeling Args: df - Pandas dataframe Returns: test_features - test set features train_features - train set feautres test_target - test set target train_target - train set target """ # Specify the target classes target_string = st.selectbox("Select Target Column", df.columns) target = np.array(df[target_string]) # Select Features you want feature_cols = st.multiselect("Select Modeling Features", df.columns) # Get all features features = df[feature_cols] featurestmp = np.array(features) feats = [] # find all bad rows for index, featarr in enumerate(featurestmp): try: featarr = featarr.astype(float) feats.append(featarr)
|
except Exception as error: st.error(error) st.error(featarr) st.stop() featuresarr = np.array(feats) # Split Data randInt = random.randint(1, 200) ( test_features, train_features, test_target, train_target, ) = train_test_split(featuresarr, target, test_size=0.75, random_state=randInt) return ( test_features, train_features, test_target, train_target, ) ... [3 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,850
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport random\nimport numpy as np\nimport pandas as pd\nimport streamlit as st\nfrom sklearn.naive_bayes import GaussianNB\nfrom sklearn.model_selection import train_test_split\nfrom yellowbrick.classifier import classification_report\nfrom yellowbrick.target import FeatureCorrelation\nfrom yellowbrick.target import ClassBalance\nfrom streamlit_yellowbrick import st_yellowbrick\nfrom typing import Any, List, Tuple\nimport plotly.express as px\n\ndef data_prep(df: pd.DataFrame) -> Tuple[List, List, List, List]:\n \"\"\"\n Purpose:\n Prep data for modeling\n Args:\n df - Pandas dataframe\n Returns:\n test_features - test set features\n train_features - train set feautres\n test_target - test set target\n train_target - train set target\n \"\"\"\n\n # Specify the target classes\n target_string = st.selectbox(\"Select Target Column\", df.columns)\n target = np.array(df[target_string])\n\n # Select Features you want\n feature_cols = st.multiselect(\"Select Modeling Features\", df.columns)\n\n # Get all features\n features = df[feature_cols]\n featurestmp = np.array(features)\n feats = []\n # find all bad rows\n for index, featarr in enumerate(featurestmp):\n try:\n featarr = featarr.astype(float)\n feats.append(featarr)"}, {"role": "assistant", "content": "\n except Exception as error:\n\n st.error(error)\n st.error(featarr)\n st.stop()\n\n featuresarr = np.array(feats)\n\n # Split Data\n randInt = random.randint(1, 200)\n\n (\n test_features,\n train_features,\n test_target,\n train_target,\n ) = train_test_split(featuresarr, target, test_size=0.75, random_state=randInt)\n\n return (\n test_features,\n train_features,\n test_target,\n train_target,\n )\n\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
4c330026016ced54e01a326234695f3fe1fb584f
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from flask import request import random import re from flask import current_app, jsonify from flask import g from flask import make_response from flask import redirect from flask import render_template from flask import request from flask import session from flask import url_for import time from info import constants, db from info import redis_store from info.lib.yuntongxun.sms import CCP from info.utils.captcha.captcha import captcha from info.utils.image_storage import storage from info.utils.response_code import RET from info.modules.passport import passport_blu from info.models import User, Category, News from info.modules.profile import profile_blu from info.utils.common import user_login_data from datetime import datetime, timedelta from . import admin_blu def admin_login( ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: if request.method == "GET": # 去session 中取到指定的值 user_id = session.get("user_id", None) is_admin = session.get("is_admin", False) if user_id and is_admin:
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 792
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom flask import request\nimport random\nimport re\nfrom flask import current_app, jsonify\nfrom flask import g\nfrom flask import make_response\nfrom flask import redirect\nfrom flask import render_template\nfrom flask import request\nfrom flask import session\nfrom flask import url_for\nimport time\nfrom info import constants, db\nfrom info import redis_store\nfrom info.lib.yuntongxun.sms import CCP\nfrom info.utils.captcha.captcha import captcha\nfrom info.utils.image_storage import storage\nfrom info.utils.response_code import RET\nfrom info.modules.passport import passport_blu\nfrom info.models import User, Category, News\nfrom info.modules.profile import profile_blu\nfrom info.utils.common import user_login_data\nfrom datetime import datetime, timedelta\n\nfrom . import admin_blu\n\n\ndef admin_login(\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 if request.method == \"GET\":\n # \u53bbsession\u3000\u4e2d\u53d6\u5230\u6307\u5b9a\u7684\u503c\n user_id = session.get(\"user_id\", None)\n is_admin = session.get(\"is_admin\", False)\n if user_id and is_admin:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c33dde47e4450a45e6aa5280d3a4d98189d8d33
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #Answer Generation import csv import os import numpy as np from keras.models import * from keras.models import Model from keras.preprocessing import text def load_model(): print('\nLoading model...') # load json and create model json_file = open('models/MODEL.json', 'r') loaded_model_json = json_file.read() ... code continues ...
|
Completion: Missing: Function 'load_model' is incomplete - body truncated To complete: • Complete the function 'load_model' body and add missing return Example continuation: json_file.close() gate_model = model_from_json(loaded_model_json) # load weights into new model gate_model.load_weights('models/MODEL.h5', by_name=True)
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 327
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#Answer Generation\nimport csv\nimport os\nimport numpy as np\nfrom keras.models import *\nfrom keras.models import Model\nfrom keras.preprocessing import text\n\ndef load_model():\n print('\\nLoading model...') \n # load json and create model\n json_file = open('models/MODEL.json', 'r')\n loaded_model_json = json_file.read()\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'load_model' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'load_model' body and add missing return\n\n Example continuation:\n json_file.close()\n gate_model = model_from_json(loaded_model_json)\n # load weights into new model\n gate_model.load_weights('models/MODEL.h5', by_name=True)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
4c3438c0b1046ec22f1ab42437a0d08677dfe6f2
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: UTF-8 -*- from socket import * def client(): #實驗室電腦 # serverip='120.126.151.182' # serverport=8887 #在自己電腦測試 serverip='127.0.0.1' serverport=8888 client=socket(AF_INET,SOCK_STREAM) client.connect((serverip,serverport)) address_file = open('tools/address.txt', 'r') address = address_file.read() client.send(address.encode()) print(client.recv(1024).decode()) if __name__=='__main__': client() # buffer='POST /post HTTP/1.1\r\n' # buffer+='Content-Type:application/json\r\n' # buffer+='Body:{\\"StuId\\":\\"410785016 Chao,He-Teng\\"}\r\n' # buffer+='Address : ' + address + '\r\n' # buffer+='\r\n' # print(buffer) # message = "國立台北大學世界第一:)"
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 716
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: UTF-8 -*-\nfrom socket import *\n\ndef client():\n #\u5be6\u9a57\u5ba4\u96fb\u8166\n # serverip='120.126.151.182' \n # serverport=8887\n \n #\u5728\u81ea\u5df1\u96fb\u8166\u6e2c\u8a66\n serverip='127.0.0.1'\n serverport=8888\n client=socket(AF_INET,SOCK_STREAM)\n client.connect((serverip,serverport))\n address_file = open('tools/address.txt', 'r')\n address = address_file.read()\n client.send(address.encode())\n print(client.recv(1024).decode())\n\nif __name__=='__main__':\n client()\n\n # buffer='POST /post HTTP/1.1\\r\\n'\n # buffer+='Content-Type:application/json\\r\\n'\n # buffer+='Body:{\\\\\"StuId\\\\\":\\\\\"410785016 Chao,He-Teng\\\\\"}\\r\\n'\n# buffer+='Address : ' + address + '\\r\\n'\n# buffer+='\\r\\n'\n# print(buffer)\n# message = \"\u570b\u7acb\u53f0\u5317\u5927\u5b78\u4e16\u754c\u7b2c\u4e00:)\""}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c353955c991e91d2a8ac820fc6be7fa23bb7348
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class FourierLaminarFlameModel(AbstractDiagonalGaussianModel): """Non-linear SPDE model on a periodic 1D spatial domain for laminar flame fronts. This model class represents the state field by its the Fourier coefficients rather than values of the state field at the spatial mesh points. Based on the Kuramato--Sivashinsky PDE model [1, 2] which exhibits spatio-temporally chaotic dynamics. The governing stochastic partial differential equation (SPDE) is dX = -(∂⁴X/∂s⁴ + ∂²X/∂s² + X * ∂X/∂s + γ * X) dt + κ ⊛ dW where `s` is the spatial coordinate in a periodic domain `[0, S)`, `t` the time coordinate, `X(s, t)` the state field process, `γ` a coefficient controlling the degree of damping in the dynamics, `W(s, t)` a space-time white noise process, `κ(s)` a spatial smoothing kernel and `⊛` indicates circular convolution in the spatial coordinate. Using a spectral spatial discretisation, this corresponds to a non-linear system of stochastic differential equations (SDEs) in the Fourier coefficients X̃ₖ dX̃ₖ = (ωₖ² - ωₖ⁴ - γ) * X̃ₖ + (i * ωₖ / 2) * DFTₖ(IDFT(X̃)²) + κ̃ₖ * dW̃ₖ where `W̃ₖ` is a complex-valued Wiener process, `κ̃ₖ` the kth Fourier coefficient of the smoothing kernel `κ`, `ωₖ = 2 * pi * k / S` the kth spatial frequency and `i` the imaginary unit. A Fourier-domain exponential time-differencing integrator with 4th order Runge-- Kutta updates for non-linear terms [3, 4] is used to integrate the deterministic component of the SDE dynamics and an Euler-Maruyama discretisation used for the Wiener process increment. # Complete this line κ̃ₖ = σ * exp(-ωₖ² * ℓ²) * √(M / S) where `σ` is a parameter controlling the amplitude and `ℓ` a parameter controlling the length scale. References: 1. Kuramoto and Tsuzuki. Persistent propagation of concentration waves in dissipative media far from thermal equilibrium. Progress in Theoretical Physcs, 55 (1976) pp. 356–369. 2. Sivashinsky. Nonlinear analysis of hydrodynamic instability in laminar flames I. Derivation of basic equations. Acta Astronomica, 4 (1977) pp. 1177–1206. 3. Kassam, Aly-Khan and Trefethen, Lloyd N. Fourth-order time-stepping for stiff PDEs. SIAM Journal on Scientific Computing 26.4 (2005): 1214-1233. 4. Cox, Steven M. and Matthews, Paul C. Exponential time differencing for stiff systems. Journal of Computational Physics 176.2 (2002): 430-455. """ ... [7 more functiondefs truncated] ...
|
The missing line is: The smoothing kernel Fourier coefficients are assumed to be
|
advanced
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 2,691
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass FourierLaminarFlameModel(AbstractDiagonalGaussianModel):\n \"\"\"Non-linear SPDE model on a periodic 1D spatial domain for laminar flame fronts.\n\n This model class represents the state field by its the Fourier coefficients rather\n than values of the state field at the spatial mesh points.\n\n Based on the Kuramato--Sivashinsky PDE model [1, 2] which exhibits spatio-temporally\n chaotic dynamics.\n\n The governing stochastic partial differential equation (SPDE) is\n\n dX = -(\u2202\u2074X/\u2202s\u2074 + \u2202\u00b2X/\u2202s\u00b2 + X * \u2202X/\u2202s + \u03b3 * X) dt + \u03ba \u229b dW\n\n where `s` is the spatial coordinate in a periodic domain `[0, S)`, `t` the time\n coordinate, `X(s, t)` the state field process, `\u03b3` a coefficient controlling the\n degree of damping in the dynamics, `W(s, t)` a space-time white noise process,\n `\u03ba(s)` a spatial smoothing kernel and `\u229b` indicates circular convolution in the\n spatial coordinate.\n\n Using a spectral spatial discretisation, this corresponds to a non-linear system of\n stochastic differential equations (SDEs) in the Fourier coefficients X\u0303\u2096\n\n dX\u0303\u2096 = (\u03c9\u2096\u00b2 - \u03c9\u2096\u2074 - \u03b3) * X\u0303\u2096 + (i * \u03c9\u2096 / 2) * DFT\u2096(IDFT(X\u0303)\u00b2) + \u03ba\u0303\u2096 * dW\u0303\u2096\n\n where `W\u0303\u2096` is a complex-valued Wiener process, `\u03ba\u0303\u2096` the kth Fourier coefficient of\n the smoothing kernel `\u03ba`, `\u03c9\u2096 = 2 * pi * k / S` the kth spatial frequency and `i`\n the imaginary unit.\n\n A Fourier-domain exponential time-differencing integrator with 4th order Runge--\n Kutta updates for non-linear terms [3, 4] is used to integrate the deterministic\n component of the SDE dynamics and an Euler-Maruyama discretisation used for the\n Wiener process increment.\n\n # Complete this line\n\n \u03ba\u0303\u2096 = \u03c3 * exp(-\u03c9\u2096\u00b2 * \u2113\u00b2) * \u221a(M / S)\n\n where `\u03c3` is a parameter controlling the amplitude and `\u2113` a parameter controlling\n the length scale.\n\n References:\n\n 1. Kuramoto and Tsuzuki. Persistent propagation of concentration waves\n in dissipative media far from thermal equilibrium.\n Progress in Theoretical Physcs, 55 (1976) pp. 356\u2013369.\n 2. Sivashinsky. Nonlinear analysis of hydrodynamic instability in laminar\n flames I. Derivation of basic equations. Acta Astronomica, 4 (1977)\n pp. 1177\u20131206.\n 3. Kassam, Aly-Khan and Trefethen, Lloyd N.\n Fourth-order time-stepping for stiff PDEs.\n SIAM Journal on Scientific Computing 26.4 (2005): 1214-1233.\n 4. Cox, Steven M. and Matthews, Paul C.\n Exponential time differencing for stiff systems.\n Journal of Computational Physics 176.2 (2002): 430-455.\n \"\"\"\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n The smoothing kernel Fourier coefficients are assumed to be"}]
| false
| null | null | null |
4c35e02888592e1186585689132cd3d10b0f4a6d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """Utiltiy functions for working with Myo Armband data.""" from setuptools import setup, find_packages setup(name='myo_helper', version='0.1', description='Utiltiy functions for working with Myo Armband data', author='Lif3line', author_email='adamhartwell2@gmail.com', license='MIT', packages=find_packages(), url='https://github.com/Lif3line/myo_helper', # use the URL to the github repo Error: SyntaxError / EOF
|
Fixed Code: """Utiltiy functions for working with Myo Armband data.""" from setuptools import setup, find_packages setup(name='myo_helper', version='0.1', description='Utiltiy functions for working with Myo Armband data', author='Lif3line', author_email='adamhartwell2@gmail.com', license='MIT', packages=find_packages(), url='https://github.com/Lif3line/myo_helper', # use the URL to the github repo install_requires=[ 'scipy', 'sklearn', 'numpy' ], Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 434
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"Utiltiy functions for working with Myo Armband data.\"\"\"\n\nfrom setuptools import setup, find_packages\n\n\nsetup(name='myo_helper',\n version='0.1',\n description='Utiltiy functions for working with Myo Armband data',\n author='Lif3line',\n author_email='adamhartwell2@gmail.com',\n license='MIT',\n packages=find_packages(),\n url='https://github.com/Lif3line/myo_helper', # use the URL to the github repo\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"Utiltiy functions for working with Myo Armband data.\"\"\"\n\nfrom setuptools import setup, find_packages\n\n\nsetup(name='myo_helper',\n version='0.1',\n description='Utiltiy functions for working with Myo Armband data',\n author='Lif3line',\n author_email='adamhartwell2@gmail.com',\n license='MIT',\n packages=find_packages(),\n url='https://github.com/Lif3line/myo_helper', # use the URL to the github repo\n install_requires=[\n 'scipy',\n 'sklearn',\n 'numpy'\n ],\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c3723af9b53c7e19a14d4d5a300a57c775f6c8c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*-encoding:utf-8-*- import os from karlooper.web.application import Application from karlooper.web.request import Request class UsersHandler(Request): def get(self): return self.render("/user-page.html") class UserInfoHandler(Request): def post(self): print(self.get_http_request_message()) size = self.get_parameter("user_size", 0) size = int(size) user_list = [{"name": "name_%d" % i, "gender": "male", "age": i + 10} for i in range(size)] result = { "status": 0, "message": "OK", "data": user_list } return self.response_as_json(result) url_mapping = { "/users": UsersHandler, "/user-info": UserInfoHandler } settings = { "template": os.getcwd() + "/templates", "static": os.getcwd() + "/templates", "log_enable": False, "debug": True } if __name__ == '__main__': application = Application(url_mapping, settings=settings) application.listen(port=8080) application.run()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 2
| 2
| 1,030
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*-encoding:utf-8-*-\n\nimport os\nfrom karlooper.web.application import Application\nfrom karlooper.web.request import Request\n\n\nclass UsersHandler(Request):\n def get(self):\n return self.render(\"/user-page.html\")\n\n\nclass UserInfoHandler(Request):\n def post(self):\n print(self.get_http_request_message())\n size = self.get_parameter(\"user_size\", 0)\n size = int(size)\n user_list = [{\"name\": \"name_%d\" % i, \"gender\": \"male\", \"age\": i + 10} for i in range(size)]\n result = {\n \"status\": 0,\n \"message\": \"OK\",\n \"data\": user_list\n }\n return self.response_as_json(result)\n\n\nurl_mapping = {\n \"/users\": UsersHandler,\n \"/user-info\": UserInfoHandler\n}\n\nsettings = {\n \"template\": os.getcwd() + \"/templates\",\n \"static\": os.getcwd() + \"/templates\",\n \"log_enable\": False,\n \"debug\": True\n}\n\n\nif __name__ == '__main__':\n application = Application(url_mapping, settings=settings)\n application.listen(port=8080)\n application.run()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c3bcf54b28a72322eb20b3cefe8c6d28943d5e4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import math class LoopPadding(object): def __init__(self, size): self.size = size def __call__(self, frame_indices): out = frame_indices for index in out: if len(out) >= self.size: break out.append(index) return out class TemporalBeginCrop(object): """Temporally crop the given frame indices at a beginning. If the number of frames is less than the size, loop the indices as many times as necessary to satisfy the size. Args: size (int): Desired output size of the crop. """ def __init__(self, size): self.size = size def __call__(self, frame_indices): out = frame_indices[:self.size] for index in out: if len(out) >= self.size: break out.append(index) return out class TemporalCenterCrop(object): """Temporally crop the given frame indices at a center. If the number of frames is less than the size, loop the indices as many times as necessary to satisfy the size. Args: size (int): Desired output size of the crop. """ def __init__(self, size): self.size = size def __call__(self, frame_indices): """ Args: frame_indices (list): frame indices to be cropped. Returns: list: Cropped frame indices. """ center_index = len(frame_indices) // 2 begin_index = max(0, center_index - (self.size // 2)) end_index = min(begin_index + self.size, len(frame_indices)) out = frame_indices[begin_index:end_index] for index in out: if len(out) >= self.size: break out.append(index) return out class TemporalRandomCrop(object): """Temporally crop the given frame indices at a random location. If the number of frames is less than the size, loop the indices as many times as necessary to satisfy the size. Args: size (int): Desired output size of the crop. """ def __init__(self, size): self.size = size def __call__(self, frame_indices): """ Args: frame_indices (list): frame indices to be cropped. Returns: list: Cropped frame indices. """ rand_end = max(0, len(frame_indices) - self.size - 1) begin_index = random.randint(0, rand_end) end_index = min(begin_index + self.size, len(frame_indices)) out = frame_indices[begin_index:end_index] for index in out: if len(out) >= self.size: break out.append(index) return out class TemporalCenterCropFlexible(object): def __init__(self, begin=15, step=3, end=108): self.begin = begin self.step = step self.end = end assert (end - begin) / step + 1 == 32 ... [4 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_IMPORTS Error: NameError: name is not defined Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 21 • Block at line 4 has no indented body Fix: Add missing imports: import random
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 9
| 5
| 2,965
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport math\n\n\nclass LoopPadding(object):\n\n def __init__(self, size):\n self.size = size\n\n def __call__(self, frame_indices):\n out = frame_indices\n\n for index in out:\n if len(out) >= self.size:\n break\n out.append(index)\n\n return out\n\n\nclass TemporalBeginCrop(object):\n \"\"\"Temporally crop the given frame indices at a beginning.\n\n If the number of frames is less than the size,\n loop the indices as many times as necessary to satisfy the size.\n\n Args:\n size (int): Desired output size of the crop.\n \"\"\"\n\n def __init__(self, size):\n self.size = size\n\n def __call__(self, frame_indices):\n out = frame_indices[:self.size]\n\n for index in out:\n if len(out) >= self.size:\n break\n out.append(index)\n\n return out\n\n\nclass TemporalCenterCrop(object):\n \"\"\"Temporally crop the given frame indices at a center.\n\n If the number of frames is less than the size,\n loop the indices as many times as necessary to satisfy the size.\n\n Args:\n size (int): Desired output size of the crop.\n \"\"\"\n\n def __init__(self, size):\n self.size = size\n\n def __call__(self, frame_indices):\n \"\"\"\n Args:\n frame_indices (list): frame indices to be cropped.\n Returns:\n list: Cropped frame indices.\n \"\"\"\n\n center_index = len(frame_indices) // 2\n begin_index = max(0, center_index - (self.size // 2))\n end_index = min(begin_index + self.size, len(frame_indices))\n\n out = frame_indices[begin_index:end_index]\n\n for index in out:\n if len(out) >= self.size:\n break\n out.append(index)\n\n return out\n\n\nclass TemporalRandomCrop(object):\n \"\"\"Temporally crop the given frame indices at a random location.\n\n If the number of frames is less than the size,\n loop the indices as many times as necessary to satisfy the size.\n\n Args:\n size (int): Desired output size of the crop.\n \"\"\"\n\n def __init__(self, size):\n self.size = size\n\n def __call__(self, frame_indices):\n \"\"\"\n Args:\n frame_indices (list): frame indices to be cropped.\n Returns:\n list: Cropped frame indices.\n \"\"\"\n\n rand_end = max(0, len(frame_indices) - self.size - 1)\n begin_index = random.randint(0, rand_end)\n end_index = min(begin_index + self.size, len(frame_indices))\n\n out = frame_indices[begin_index:end_index]\n\n for index in out:\n if len(out) >= self.size:\n break\n out.append(index)\n\n return out\n\nclass TemporalCenterCropFlexible(object):\n def __init__(self, begin=15, step=3, end=108):\n self.begin = begin\n self.step = step\n self.end = end\n assert (end - begin) / step + 1 == 32\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_IMPORTS\n Error: NameError: name is not defined\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 21\n \u2022 Block at line 4 has no indented body\n\n Fix: Add missing imports: import random"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
4c3c325909dda45d25ada2b46ed9a46e19b99dfc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from waiter.action import process_kill_request from waiter.util import guard_no_cluster, check_positive def kill(clusters, args, _, __): """Kills the service(s) using the given token name.""" guard_no_cluster(clusters) token_name_or_service_id = args.get('token-or-service-id') is_service_id = args.get('is-service-id', False) force_flag = args.get('force', False) timeout_secs = args['timeout'] success = process_kill_request(clusters, token_name_or_service_id, is_service_id, force_flag, timeout_secs) return 0 if success else 1
|
def register(add_parser): """Adds this sub-command's parser and returns the action function""" parser = add_parser('kill', help='kill services') parser.add_argument('token-or-service-id') parser.add_argument('--force', '-f', help='kill all services, never prompt', dest='force', action='store_true') parser.add_argument('--service-id', '-s', help='kill by service id instead of token', dest='is-service-id', action='store_true') parser.add_argument('--timeout', '-t', help='timeout (in seconds) for kill to complete', type=check_positive, default=30) return kill
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 1,206
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom waiter.action import process_kill_request\nfrom waiter.util import guard_no_cluster, check_positive\n\n\ndef kill(clusters, args, _, __):\n \"\"\"Kills the service(s) using the given token name.\"\"\"\n guard_no_cluster(clusters)\n token_name_or_service_id = args.get('token-or-service-id')\n is_service_id = args.get('is-service-id', False)\n force_flag = args.get('force', False)\n timeout_secs = args['timeout']\n success = process_kill_request(clusters, token_name_or_service_id, is_service_id, force_flag, timeout_secs)\n return 0 if success else 1"}, {"role": "assistant", "content": "\ndef register(add_parser):\n \"\"\"Adds this sub-command's parser and returns the action function\"\"\"\n parser = add_parser('kill', help='kill services')\n parser.add_argument('token-or-service-id')\n parser.add_argument('--force', '-f', help='kill all services, never prompt', dest='force', action='store_true')\n parser.add_argument('--service-id', '-s', help='kill by service id instead of token',\n dest='is-service-id', action='store_true')\n parser.add_argument('--timeout', '-t', help='timeout (in seconds) for kill to complete',\n type=check_positive, default=30)\n return kill"}]
| false
| null | null | null |
4c3c84ef8550fb8c1fe9332f31bf0fbd72087616
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def check_api_endpoint(api): """Check that some API endpoint is callable.""" log.info("Checking: core API endpoint") with log.indent(): if not api.is_api_running(): log.error("Fatal: tested system is not available") sys.exit(1) else: log.success("ok") def check_auth_token(api): """Check the authorization token for the core API.""" log.info("Checking: authorization token for the core API") with log.indent(): if api.check_auth_token_validity(): log.success("ok") else: log.error("Fatal: wrong token(?)") sys.exit(1) def check_system(api): """Check if all system endpoints are available and that tokens are valid.""" # try to access system endpoints log.info("System check") with log.indent(): check_api_endpoint(api) check_auth_token(api) def show_version(): """Show A2T version.""" print("A2T version {major}.{minor}".format(major=VERSION_MAJOR, minor=VERSION_MINOR)) def main(): """Entry point to the Analytics API Load Tests.""" log.setLevel(log.INFO) cli_arguments = cli_parser.parse_args() if cli_arguments.version: show_version() sys.exit(0) else:
|
cfg = setup(cli_arguments) coreapi_url = os.environ.get('F8A_SERVER_API_URL', None) component_analysis = ComponentAnalysis(coreapi_url, cfg["access_token"], cfg["user_key"], True) stack_analysis = StackAnalysis(coreapi_url, cfg["access_token"], cfg["user_key"], True) check_system(component_analysis) try: tests = read_csv_as_dicts(cfg["input_file"]) except Exception as e: log.error("Test description can not be read") log.error(e) sys.exit(0) t1 = time() tags = cfg["tags"] start_tests(cfg, tests, tags, component_analysis, stack_analysis) t2 = time() log.info("Start time: {}".format(t1)) log.info("End time: {}".format(t2)) log.info("Duration: {}".format(t2 - t1)) if __name__ == "__main__": # execute only if run as a script main()
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 2,269
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef check_api_endpoint(api):\n \"\"\"Check that some API endpoint is callable.\"\"\"\n log.info(\"Checking: core API endpoint\")\n with log.indent():\n if not api.is_api_running():\n log.error(\"Fatal: tested system is not available\")\n sys.exit(1)\n else:\n log.success(\"ok\")\n\n\ndef check_auth_token(api):\n \"\"\"Check the authorization token for the core API.\"\"\"\n log.info(\"Checking: authorization token for the core API\")\n with log.indent():\n if api.check_auth_token_validity():\n log.success(\"ok\")\n else:\n log.error(\"Fatal: wrong token(?)\")\n sys.exit(1)\n\n\ndef check_system(api):\n \"\"\"Check if all system endpoints are available and that tokens are valid.\"\"\"\n # try to access system endpoints\n log.info(\"System check\")\n with log.indent():\n check_api_endpoint(api)\n check_auth_token(api)\n\n\ndef show_version():\n \"\"\"Show A2T version.\"\"\"\n print(\"A2T version {major}.{minor}\".format(major=VERSION_MAJOR, minor=VERSION_MINOR))\n\n\ndef main():\n \"\"\"Entry point to the Analytics API Load Tests.\"\"\"\n log.setLevel(log.INFO)\n cli_arguments = cli_parser.parse_args()\n if cli_arguments.version:\n show_version()\n sys.exit(0)\n else:"}, {"role": "assistant", "content": "\n cfg = setup(cli_arguments)\n\n coreapi_url = os.environ.get('F8A_SERVER_API_URL', None)\n component_analysis = ComponentAnalysis(coreapi_url,\n cfg[\"access_token\"], cfg[\"user_key\"], True)\n stack_analysis = StackAnalysis(coreapi_url,\n cfg[\"access_token\"], cfg[\"user_key\"], True)\n\n check_system(component_analysis)\n\n try:\n tests = read_csv_as_dicts(cfg[\"input_file\"])\n except Exception as e:\n log.error(\"Test description can not be read\")\n log.error(e)\n sys.exit(0)\n\n t1 = time()\n tags = cfg[\"tags\"]\n start_tests(cfg, tests, tags, component_analysis, stack_analysis)\n t2 = time()\n log.info(\"Start time: {}\".format(t1))\n log.info(\"End time: {}\".format(t2))\n log.info(\"Duration: {}\".format(t2 - t1))\n\n\nif __name__ == \"__main__\":\n # execute only if run as a script\n main()"}]
| false
| null | null | null |
4c3ccdaafeb79fdce0197fde1a5c4f83054573ab
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # See LICENSE.incore file for details import os,re import multiprocessing as mp import time import shutil from riscv_ctg.log import logger import riscv_ctg.utils as utils import riscv_ctg.constants as const from riscv_isac.cgf_normalize import expand_cgf from riscv_ctg.generator import Generator from math import * from riscv_ctg.__init__ import __version__ def create_test(usage_str, node,label,base_isa,max_inst): global op_template global ramdomize global out_dir global xlen flen = 0 if 'opcode' not in node: return if 'ignore' in node: logger.info("Ignoring :" + str(label)) if node['ignore']: return for opcode in node['opcode']: op_node=None if opcode not in op_template: for op,foo in op_template.items(): if op!='metadata' and foo['std_op'] is not None and opcode==foo['std_op']: op_node = foo break else: op_node = op_template[opcode] if op_node is None: logger.warning("Skipping :" + str(opcode)) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: return if xlen not in op_node['xlen']: logger.warning("Skipping {0} since its not supported in current XLEN:".format(opcode)) return if 'flen' in op_node:
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,105
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# See LICENSE.incore file for details\n\nimport os,re\nimport multiprocessing as mp\n\nimport time\nimport shutil\nfrom riscv_ctg.log import logger\nimport riscv_ctg.utils as utils\nimport riscv_ctg.constants as const\nfrom riscv_isac.cgf_normalize import expand_cgf\nfrom riscv_ctg.generator import Generator\nfrom math import *\nfrom riscv_ctg.__init__ import __version__\n\ndef create_test(usage_str, node,label,base_isa,max_inst):\n global op_template\n global ramdomize\n global out_dir\n global xlen\n flen = 0\n if 'opcode' not in node:\n return\n if 'ignore' in node:\n logger.info(\"Ignoring :\" + str(label))\n if node['ignore']:\n return\n for opcode in node['opcode']:\n op_node=None\n if opcode not in op_template:\n for op,foo in op_template.items():\n if op!='metadata' and foo['std_op'] is not None and opcode==foo['std_op']:\n op_node = foo\n break\n else:\n op_node = op_template[opcode]\n\n if op_node is None:\n logger.warning(\"Skipping :\" + str(opcode))\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\n if xlen not in op_node['xlen']:\n logger.warning(\"Skipping {0} since its not supported in current XLEN:\".format(opcode))\n return\n if 'flen' in op_node:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c3d2c0aac2c057e54b3e25d8827904204518172
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from collections import namedtuple MainTimer = namedtuple('MainTimer', 'new_time_joined, end_period, new_weekday, days') def add_time(start, duration, start_weekday=None): weekdays = [ 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', 'Sunday' ] start_time, period = start.split(' ') def process_time(): current_hour, current_minute = ([int(t) for t in start_time.split(':')]) end_hour, end_minute = ([int(d) for d in duration.split(':')]) # Adds Current time plus End Time Total end_hours, end_mins = (current_hour + end_hour, current_minute + end_minute) # Calculates Total days passed days = int(end_hours/24) # Calculates New Time new_time_array = [str(end_hours % 12 + end_mins // 60), ':', str(end_mins % 60).rjust(2, '0')] new_time_joined = ''.join(new_time_array) end_period = [period] # Clock, calculates the days elapsed clock = end_hours // 12 if start_weekday: start_day_idx = weekdays.index(start_weekday.title()) new_weekday = weekdays[(start_day_idx + days % 7) % 7] else: new_weekday = False # Figure out whether is AM or PM for i in range(clock): if end_period[-1].lower() == 'am': end_period.append('PM') else: end_period.append('AM') return MainTimer(new_time_joined, end_period, new_weekday, da # Triggers process time function timed = process_time() def process_output(): new_time = f'New Time is >>> {timed.new_time_joined} {timed.end_period[-1]}' if timed.new_weekday: new_time += f'- {timed.new_weekday} -' if timed.days == 1 and (period != timed.end_period or timed.end_period == 'AM'): new_time += ' (new_day)' elif timed.days > 1: new_time += f' -Total days: {timed.days}- <<' return new_time new_time = process_output() return new_time print('---'*30) x = add_time('10:00 AM', '54:00', 'Monday') print(x) print('---'*30)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 43 - expected ')' • Block at line 7 has no indented body • Block at line 15 has no indented body Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,135
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom collections import namedtuple\n\n\nMainTimer = namedtuple('MainTimer', 'new_time_joined, end_period, new_weekday, days')\n\n\ndef add_time(start, duration, start_weekday=None):\n\n weekdays = [\n 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday',\n 'Saturday', 'Sunday'\n ]\n start_time, period = start.split(' ')\n\n def process_time():\n\n current_hour, current_minute = ([int(t) for t in start_time.split(':')])\n end_hour, end_minute = ([int(d) for d in duration.split(':')])\n\n # Adds Current time plus End Time Total\n end_hours, end_mins = (current_hour + end_hour, current_minute + end_minute)\n # Calculates Total days passed\n days = int(end_hours/24)\n # Calculates New Time\n new_time_array = [str(end_hours % 12 + end_mins // 60), ':', str(end_mins % 60).rjust(2, '0')]\n new_time_joined = ''.join(new_time_array)\n\n end_period = [period]\n # Clock, calculates the days elapsed\n clock = end_hours // 12\n\n if start_weekday:\n start_day_idx = weekdays.index(start_weekday.title())\n new_weekday = weekdays[(start_day_idx + days % 7) % 7]\n else:\n new_weekday = False\n # Figure out whether is AM or PM\n for i in range(clock):\n if end_period[-1].lower() == 'am':\n end_period.append('PM')\n else:\n end_period.append('AM')\nreturn MainTimer(new_time_joined, end_period, new_weekday, da\n\n # Triggers process time function\n timed = process_time()\n\n def process_output():\n\n new_time = f'New Time is >>> {timed.new_time_joined} {timed.end_period[-1]}'\n if timed.new_weekday:\n new_time += f'- {timed.new_weekday} -'\n if timed.days == 1 and (period != timed.end_period or timed.end_period == 'AM'):\n new_time += ' (new_day)'\n elif timed.days > 1:\n new_time += f' -Total days: {timed.days}- <<'\n return new_time\n\n new_time = process_output()\n\n return new_time\n\n\nprint('---'*30)\nx = add_time('10:00 AM', '54:00', 'Monday')\nprint(x)\nprint('---'*30)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 43 - expected ')'\n \u2022 Block at line 7 has no indented body\n \u2022 Block at line 15 has no indented body\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
4c3e29e2ae1ab7be40f9cfea714aae230e6e4e54
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from .analyze_logs import AnalyzeLogs from .search_interface import SearchInterface from .detail_interface import DetailInterface from .user_interface import UserInterface from .visualize_log_detail import VisualizeLogDetail
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 225
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom .analyze_logs import AnalyzeLogs\nfrom .search_interface import SearchInterface\nfrom .detail_interface import DetailInterface\nfrom .user_interface import UserInterface\nfrom .visualize_log_detail import VisualizeLogDetail"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c405ed31ecc4361eadac459e688c3b9b4ba7bba
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import matplotlib.pyplot as plt import numpy as np import sys sys.path.append('../../../software/models/') import dftModel as DFT import math k0 = 8.5 N = 64 w = np.ones(N) x = np.cos(2*np.pi*k0/N*np.arange(-N/2,N/2)) mX, pX = DFT.dftAnal(x, w, N) y = DFT.dftSynth(mX, pX, N) plt.figure(1, figsize=(9.5, 5)) plt.subplot(311) plt.title('positive freq. magnitude spectrum in dB: mX') plt.plot(np.arange(mX.size), mX, 'r', lw=1.5) plt.axis([0,mX.size, min(mX), max(mX)+1]) plt.subplot(312) plt.title('positive freq. phase spectrum: pX') plt.plot(np.arange(pX.size), pX, 'c', lw=1.5) plt.axis([0, pX.size,-np.pi,np.pi]) plt.subplot(313) plt.title('inverse spectrum: IDFT(X)') plt.plot(np.arange(-N/2, N/2), y,'b', lw=1.5) plt.axis([-N/2,N/2-1,min(y), max(y)]) plt.tight_layout() plt.savefig('idft.png') plt.show()
|
Code Review: ⚠️ Code quality: Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 0
| 816
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport sys\n\nsys.path.append('../../../software/models/')\nimport dftModel as DFT\nimport math\n\nk0 = 8.5\nN = 64\nw = np.ones(N)\nx = np.cos(2*np.pi*k0/N*np.arange(-N/2,N/2))\nmX, pX = DFT.dftAnal(x, w, N)\ny = DFT.dftSynth(mX, pX, N)\n\nplt.figure(1, figsize=(9.5, 5))\nplt.subplot(311)\nplt.title('positive freq. magnitude spectrum in dB: mX')\nplt.plot(np.arange(mX.size), mX, 'r', lw=1.5)\nplt.axis([0,mX.size, min(mX), max(mX)+1])\n\nplt.subplot(312)\nplt.title('positive freq. phase spectrum: pX')\nplt.plot(np.arange(pX.size), pX, 'c', lw=1.5)\nplt.axis([0, pX.size,-np.pi,np.pi])\n\nplt.subplot(313)\nplt.title('inverse spectrum: IDFT(X)')\nplt.plot(np.arange(-N/2, N/2), y,'b', lw=1.5)\nplt.axis([-N/2,N/2-1,min(y), max(y)])\n\nplt.tight_layout()\nplt.savefig('idft.png')\nplt.show()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation"}]
| false
| null | null | null |
4c4211ba5dbc8c290d97362485169fd20badaf8a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # setup.py as described in: # https://stackoverflow.com/questions/27494758/how-do-i-make-a-python-script-executable # to install on your system, run: # > pip install -e . from setuptools import setup, find_packages setup( name='typobs', version='0.0.3', entry_points={ 'console_scripts': [ 'to_obsidian=to_obsidian:run', 'to_typora=to_typora:run', ] }, packages=find_packages(), # metadata to display on PyPI author="Jerzy Dziewierz", author_email="jurek_pypi@dziewierz.pl", description="Convert between Typora and Obsidian link styles", keywords="Typora Obsidian Markdown link converter", url="https://github.com/jerzydziewierz/typobs", # project home page, if any project_urls={ "Bug Tracker": "https://github.com/jerzydziewierz/typobs", "Documentation": "https://github.com/jerzydziewierz/typobs", "Source Code": "https://github.com/jerzydziewierz/typobs", }, classifiers=[ "Programming Language :: Python", "Topic :: Documentation", "Topic :: Software Development :: Documentation", "Topic :: Office/Business", "Topic :: Text Processing :: Filters", "Topic :: Text Processing :: Markup", "Development Status :: 5 - Production/Stable", "Environment :: Console", "License :: OSI Approved :: Apache Software License", ] )
|
Code Review: ❌ Critical issues: Block at line 1 has no indented body Block at line 3 has no indented body ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 0
| 0
| 1,421
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# setup.py as described in:\n# https://stackoverflow.com/questions/27494758/how-do-i-make-a-python-script-executable\n# to install on your system, run:\n# > pip install -e .\n\nfrom setuptools import setup, find_packages\nsetup(\n name='typobs',\n version='0.0.3',\n entry_points={\n 'console_scripts': [\n 'to_obsidian=to_obsidian:run',\n 'to_typora=to_typora:run',\n ]\n },\n packages=find_packages(),\n # metadata to display on PyPI\n author=\"Jerzy Dziewierz\",\n author_email=\"jurek_pypi@dziewierz.pl\",\n description=\"Convert between Typora and Obsidian link styles\",\n keywords=\"Typora Obsidian Markdown link converter\",\n url=\"https://github.com/jerzydziewierz/typobs\", # project home page, if any\n project_urls={\n \"Bug Tracker\": \"https://github.com/jerzydziewierz/typobs\",\n \"Documentation\": \"https://github.com/jerzydziewierz/typobs\",\n \"Source Code\": \"https://github.com/jerzydziewierz/typobs\",\n },\n classifiers=[\n \"Programming Language :: Python\",\n \"Topic :: Documentation\",\n \"Topic :: Software Development :: Documentation\",\n \"Topic :: Office/Business\",\n \"Topic :: Text Processing :: Filters\",\n \"Topic :: Text Processing :: Markup\",\n \"Development Status :: 5 - Production/Stable\",\n \"Environment :: Console\",\n \"License :: OSI Approved :: Apache Software License\",\n ]\n)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 1 has no indented body\n Block at line 3 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38"}]
| false
| null | null | null |
4c43be0918680e081f3bcc9acc58506e39754d60
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #####Time Flow Simulation###### import numpy as np import pandas as pd import matplotlib.pyplot as plt from datetime import timedelta import datetime import csv
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 169
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#####Time Flow Simulation######\r\nimport numpy as np\r\nimport pandas as pd\r\nimport matplotlib.pyplot as plt\r\nfrom datetime import timedelta\r\nimport datetime\r\nimport csv"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
4c449a22ce009dfff20f9f81e80e2e5aae88a200
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pytest import numpy as np from fanok.selection import adaptive_significance_threshold @pytest.mark.parametrize( "w, q, offset, expected", [ ([1, 2, 3, 4, 5], 0.1, 0, 1), ([-1, 2, -3, 4, 5], 0.1, 0, 4), ([-3, -2, -1, 0, 1, 2, 3], 0.1, 0, np.inf), ([-3, -2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 0.1, 0, 4), ([-3, -2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 0.15, 0, 3), ( [-1.52, 1.93, -0.76, -0.35, 1.21, -0.39, 0.08, -1.45, 0.31, -1.38], 0.1, 0, 1.93, ), ], ) def test_adaptive_significance_threshold(w, q, offset, expected): w = np.array(w) threshold = adaptive_significance_threshold(w, q, offset=offset) assert threshold = expected
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Invalid syntax at line 27: assert threshold = expected Fix: Change operator back to correct one
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 775
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\n\nimport numpy as np\n\nfrom fanok.selection import adaptive_significance_threshold\n\n\n@pytest.mark.parametrize(\n \"w, q, offset, expected\",\n [\n ([1, 2, 3, 4, 5], 0.1, 0, 1),\n ([-1, 2, -3, 4, 5], 0.1, 0, 4),\n ([-3, -2, -1, 0, 1, 2, 3], 0.1, 0, np.inf),\n ([-3, -2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 0.1, 0, 4),\n ([-3, -2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 0.15, 0, 3),\n (\n [-1.52, 1.93, -0.76, -0.35, 1.21, -0.39, 0.08, -1.45, 0.31, -1.38],\n 0.1,\n 0,\n 1.93,\n ),\n ],\n)\ndef test_adaptive_significance_threshold(w, q, offset, expected):\n w = np.array(w)\n threshold = adaptive_significance_threshold(w, q, offset=offset)\n assert threshold = expected"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Invalid syntax at line 27: assert threshold = expected\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
4c483ae5f1b2a18e4178f810a8a5efb2cf0ef940
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/python # Copyright 2019 Christopher Schmidt # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from BaseHTTPServer import BaseHTTPRequestHandler,HTTPServer from urlparse import urlparse, parse_qs from jinja2 import Template import sqlite3 import urllib def get_caps(options): far = {} for i in ['A-1', 'A-2', 'B', 'SD-2']: far[i] = 0.5 for i in ['C', 'SD-9', 'SD-10F', 'SD-10H']: far[i] = 0.6 for i in ['C-1', 'BA-3', 'IB-2', 'O-1']: far[i] = .75 for i in ['BA-1', 'SD-12']: far[i] = 1.0 for i in ['C-1A', 'SD-5']: far[i] = 1.25 for i in ['IA-1', 'IA', 'O-2A', 'SD-4A', 'SD-13']: far[i] = 1.5 for i in ['C-2', 'C-2B', 'BA', 'BA-2', 'SD-8']: far[i] = 1.75 for i in ['BC', 'O-2']: far[i] = 2.0 for i in ['C-2A']: far[i] = 2.50 for i in ['C-3', 'C-3A', 'C-3B', 'BB', 'BB-2', 'BC-1', 'IB-1', 'O-3', 'O-3A', 'SD-1', 'SD-6', 'SD-7']: far[i] = 3.0 for i in ['IA-2', 'IB']: far[i] = 4.0 far['BB-1'] = 3.25 far['SD-11'] = 1.7 far['SD-15'] = 3.5 lot_area = { 'A-1': 6000, 'A-2': 4500, 'C-1A': 1000, 'BC': 500, 'BC-1': 450, 'IA-1': 700, 'SD-8': 650, 'SD-14': 800, } for i in ['IB-2', 'BA-1']: lot_area[i] = 1200 for i in ['B', 'SD-2', 'SD-3']: lot_area[i] = 2500 for i in ['C', 'SD-10F', 'SD-10H', 'SD-9']: lot_area[i] = 1800 for i in ['C-1', 'BA-3']: lot_area[i] = 1500 for i in ['C-2', 'C-2B', 'O-2', 'BA', 'BA-2', 'SD-4', 'SD-4A', 'SD-5', 'SD-11', 'SD-13']: lot_area[i] = 600 for i in ['C-2A', 'C-3', 'C-3A', 'C-3B', 'BB', 'BB-1', 'BB-2', 'SD-1', 'SD-6', 'SD-7']: lot_area[i] = 300 for i in lot_area: if options and 'lot_explicit' in options: lot_area[i] = options['lot_explicit'] elif options and 'lot_factor' in options: lot_area[i] = int(lot_area[i] / float(options['lot_factor'])) if 'no_lot' in options: lot_area = {} for i in far: if options and 'far_explicit' in options: far[i] = options['far_explicit'] elif options and 'far_factor' in options: far[i] = far[i] * float(options['far_factor']) if 'no_far' in options: far = {} return far, lot_area def table(options): far, lot_area = get_caps(options) table = [] for i in [ ... [code truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 3,033
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/python\n\n# Copyright 2019 Christopher Schmidt\n# \n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n# \n# http://www.apache.org/licenses/LICENSE-2.0\n# \n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom BaseHTTPServer import BaseHTTPRequestHandler,HTTPServer\nfrom urlparse import urlparse, parse_qs\n\nfrom jinja2 import Template\n\n\nimport sqlite3\nimport urllib\n\ndef get_caps(options):\n far = {}\n for i in ['A-1', 'A-2', 'B', 'SD-2']:\n far[i] = 0.5\n for i in ['C', 'SD-9', 'SD-10F', 'SD-10H']:\n far[i] = 0.6\n for i in ['C-1', 'BA-3', 'IB-2', 'O-1']:\n far[i] = .75\n for i in ['BA-1', 'SD-12']:\n far[i] = 1.0\n for i in ['C-1A', 'SD-5']:\n far[i] = 1.25\n for i in ['IA-1', 'IA', 'O-2A', 'SD-4A', 'SD-13']:\n far[i] = 1.5\n for i in ['C-2', 'C-2B', 'BA', 'BA-2', 'SD-8']:\n far[i] = 1.75\n for i in ['BC', 'O-2']:\n far[i] = 2.0\n for i in ['C-2A']:\n far[i] = 2.50\n for i in ['C-3', 'C-3A', 'C-3B', 'BB', 'BB-2', 'BC-1', 'IB-1', 'O-3', 'O-3A', 'SD-1', 'SD-6', 'SD-7']:\n far[i] = 3.0\n for i in ['IA-2', 'IB']:\n far[i] = 4.0\n far['BB-1'] = 3.25\n far['SD-11'] = 1.7\n far['SD-15'] = 3.5\n lot_area = {\n 'A-1': 6000,\n 'A-2': 4500,\n 'C-1A': 1000,\n 'BC': 500,\n 'BC-1': 450,\n 'IA-1': 700,\n 'SD-8': 650,\n 'SD-14': 800,\n }\n for i in ['IB-2', 'BA-1']:\n lot_area[i] = 1200\n for i in ['B', 'SD-2', 'SD-3']:\n lot_area[i] = 2500\n for i in ['C', 'SD-10F', 'SD-10H', 'SD-9']:\n lot_area[i] = 1800\n for i in ['C-1', 'BA-3']:\n lot_area[i] = 1500\n for i in ['C-2', 'C-2B', 'O-2', 'BA', 'BA-2', 'SD-4', 'SD-4A', 'SD-5', 'SD-11', 'SD-13']:\n lot_area[i] = 600\n for i in ['C-2A', 'C-3', 'C-3A', 'C-3B', 'BB', 'BB-1', 'BB-2', 'SD-1', 'SD-6', 'SD-7']:\n lot_area[i] = 300\n \n for i in lot_area:\n if options and 'lot_explicit' in options:\n lot_area[i] = options['lot_explicit']\n elif options and 'lot_factor' in options:\n lot_area[i] = int(lot_area[i] / float(options['lot_factor']))\n if 'no_lot' in options:\n lot_area = {}\n for i in far:\n if options and 'far_explicit' in options:\n far[i] = options['far_explicit']\n elif options and 'far_factor' in options:\n far[i] = far[i] * float(options['far_factor'])\n if 'no_far' in options:\n far = {}\n return far, lot_area\n\n\ndef table(options):\n far, lot_area = get_caps(options)\n table = []\n for i in [\n\n ... [code truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
4c49699fa44232922a69a87e2fa00808e22b315a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import sys import json import datetime import numpy as np import glob import skimage from PIL import Image as pil_image import cv2 import cv2 def locationToMask(locations=None,height=None,width=None): mask = np.zeros([height, width, len(locations)], dtype=np.uint8) for index,location in enumerate(locations): x1, y1, x2, y2 = location mask[y1:y2+1,x1:x2+1,index]=1 print(mask[:,:,index]) return mask.astype(np.bool), np.ones([mask.shape[-1]], dtype=np.int32) def load_cmk(dataset_dir, subset): folder=os.path.join(dataset_dir, subset) imagesPattern=folder+'/*.jpg' for image_path in glob.glob(imagesPattern): print(image_path) img = cv2.imread(image_path) height,width = img.shape[:2] imageId=os.path.basename(image_path).replace('.jpg','') print(imageId) # # self.add_image( # "balloon", # image_id=a['filename'], # use file name as a unique image id # path=image_path, # width=width, height=height, # polygons=polygons) locationsFile='%s/%s.txt' % (folder,imageId) locations=[] # Complete this line lines = fp.readlines() for line in lines: line = line.replace('\n', '') if len(line.split(' ')) < 5: break classIndex, xcen, ycen, w, h = line.strip().split(' ') xmin = max(float(xcen) - float(w) / 2, 0) xmax = min(float(xcen) + float(w) / 2, 1) ymin = max(float(ycen) - float(h) / 2, 0) ymax = min(float(ycen) + float(h) / 2, 1) xmin = int(width * xmin) xmax = int(width * xmax) ymin = int(height * ymin) ymax = int(height * ymax) location=(xmin,ymin,xmax,ymax) locations.append(location) print(locations) dataset_dir='/Volumes/v2/data/mlib_data/dataset/cmk/images_v2/' subset='val' load_cmk(dataset_dir=dataset_dir,subset=subset) locations=[(2,3,5,7),(8,8,9,9)] height=10 width=10 # mask,classIds=locationToMask(locations=locations,height=height,width=width) # print(mask) # print(classIds)
|
The missing line is: with open(locationsFile) as fp:
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 2,348
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\n\n\n\nimport os\nimport sys\nimport json\nimport datetime\nimport numpy as np\n\nimport glob\nimport skimage\nfrom PIL import Image as pil_image\n\nimport cv2\n\n\nimport cv2\n\ndef locationToMask(locations=None,height=None,width=None):\n\n mask = np.zeros([height, width, len(locations)],\n dtype=np.uint8)\n\n\n for index,location in enumerate(locations):\n x1, y1, x2, y2 = location\n mask[y1:y2+1,x1:x2+1,index]=1\n print(mask[:,:,index])\n\n\n\n\n\n\n\n return mask.astype(np.bool), np.ones([mask.shape[-1]], dtype=np.int32)\n\n\n\n\n\n\n\n\n\n\n\n\ndef load_cmk(dataset_dir, subset):\n folder=os.path.join(dataset_dir, subset)\n imagesPattern=folder+'/*.jpg'\n\n for image_path in glob.glob(imagesPattern):\n print(image_path)\n\n img = cv2.imread(image_path)\n height,width = img.shape[:2]\n imageId=os.path.basename(image_path).replace('.jpg','')\n print(imageId)\n #\n # self.add_image(\n # \"balloon\",\n # image_id=a['filename'], # use file name as a unique image id\n # path=image_path,\n # width=width, height=height,\n # polygons=polygons)\n\n locationsFile='%s/%s.txt' % (folder,imageId)\n locations=[]\n # Complete this line\n lines = fp.readlines()\n for line in lines:\n line = line.replace('\\n', '')\n if len(line.split(' ')) < 5:\n break\n\n classIndex, xcen, ycen, w, h = line.strip().split(' ')\n xmin = max(float(xcen) - float(w) / 2, 0)\n xmax = min(float(xcen) + float(w) / 2, 1)\n ymin = max(float(ycen) - float(h) / 2, 0)\n ymax = min(float(ycen) + float(h) / 2, 1)\n\n xmin = int(width * xmin)\n xmax = int(width * xmax)\n ymin = int(height * ymin)\n ymax = int(height * ymax)\n\n location=(xmin,ymin,xmax,ymax)\n\n\n\n locations.append(location)\n print(locations)\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\ndataset_dir='/Volumes/v2/data/mlib_data/dataset/cmk/images_v2/'\nsubset='val'\n\nload_cmk(dataset_dir=dataset_dir,subset=subset)\n\nlocations=[(2,3,5,7),(8,8,9,9)]\nheight=10\nwidth=10\n# mask,classIds=locationToMask(locations=locations,height=height,width=width)\n# print(mask)\n# print(classIds)"}, {"role": "assistant", "content": "The missing line is:\n with open(locationsFile) as fp:"}]
| false
| null | null | null |
4c497bbd6391fbc0eaad2b9548fcee8c07a53d5e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- #Author:Winston.Wang import requests from bs4 import BeautifulSoup print(dir(BeautifulSoup)) url = 'http://www.baidu.com'; with requests.get(url) as r: r.encoding='utf-8' soup = BeautifulSoup(r.text) #格式化 pret = soup.prettify(); u = soup.select('#u1 a' for i in u: print("名称：%s,地址:%s" % (i.getText(),i.get('href')))
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 13 - expected ')' • SyntaxError: '(' was never closed at line 13 Fix: Add missing ')' bracket at line 13
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 370
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n#Author:Winston.Wang\nimport requests\nfrom bs4 import BeautifulSoup\nprint(dir(BeautifulSoup))\nurl = 'http://www.baidu.com';\nwith requests.get(url) as r:\n\tr.encoding='utf-8'\n\tsoup = BeautifulSoup(r.text)\n\t#\u683c\u5f0f\u5316\n\tpret = soup.prettify();\n\tu = soup.select('#u1 a'\n\tfor i in u:\n\t\tprint(\"\u540d\u79f0\uff1a%s,\u5730\u5740:%s\" % (i.getText(),i.get('href')))"}, {"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 13 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 13\n\n Fix: Add missing ')' bracket at line 13"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
4c49c1d6c63daaf7fca0ba56abe4608634b5eea3
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from django.urls import path, include from . import views urlpatterns = [ path("", views.newsView, name="home"), path("createBlog", views.CreateBlogView.as_view(), name="createBlog"), path("myBlogs", views.PostListView.as_view(), name="myBlogs"), path("single/<int:pk>", views.PostDetailView.as_view(), name="single"), path("subscribe", views.subscribeView,name="subscribe"), path("about", views.aboutView, name="about"), path("edit/<int:pk>", views.UpdateBlogView.as_view(), name="edit"), path("delete/<int:pk>", views.DeleteBlogView.as_view(), name="delete"), path("like/<int:pk>", views.LikeView, name="like_post"), # API urls for superuser path("api/create/", views.APICreateView.as_view()), path("api/posts/", views.APIListView.as_view()), path("api/posts/<int:pk>", views.APIDetailView.as_view()), ]
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 869
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.urls import path, include\nfrom . import views\n\nurlpatterns = [\n path(\"\", views.newsView, name=\"home\"),\n path(\"createBlog\", views.CreateBlogView.as_view(), name=\"createBlog\"),\n path(\"myBlogs\", views.PostListView.as_view(), name=\"myBlogs\"),\n path(\"single/<int:pk>\", views.PostDetailView.as_view(), name=\"single\"),\n path(\"subscribe\", views.subscribeView,name=\"subscribe\"),\n path(\"about\", views.aboutView, name=\"about\"),\n path(\"edit/<int:pk>\", views.UpdateBlogView.as_view(), name=\"edit\"),\n path(\"delete/<int:pk>\", views.DeleteBlogView.as_view(), name=\"delete\"),\n path(\"like/<int:pk>\", views.LikeView, name=\"like_post\"),\n\n \n # API urls for superuser\n path(\"api/create/\", views.APICreateView.as_view()),\n path(\"api/posts/\", views.APIListView.as_view()),\n path(\"api/posts/<int:pk>\", views.APIDetailView.as_view()),\n \n]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8"}]
| false
| null | null | null |
4c4aaf6acc32d2b6cfe7656b0adf41a02eba514c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python class Unit: '''This is a class of lists''' def __init__(self):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 4 has no body - expected indented block • IndentationError at line 4 Fix: Complete the truncated code structure
|
intermediate
|
oop
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 88
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python\nclass Unit:\n '''This is a class of lists'''\n def __init__(self):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 4 has no body - expected indented block\n \u2022 IndentationError at line 4\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
4c4ab4331dee2d296afdfa6d9310db62fe1c4c93
|
TheStack--python--000.parquet
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.