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: from importlib.resources import path from jsonschema_typed import JSONSchema with path("sentry_data_schemas", "event.schema.json") as schema_path: EventData = JSONSchema["var:sentry_data_schemas:schema_path"]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
data_processing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 214
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom importlib.resources import path\nfrom jsonschema_typed import JSONSchema\n\nwith path(\"sentry_data_schemas\", \"event.schema.json\") as schema_path:\n EventData = JSONSchema[\"var:sentry_data_schemas:schema_path\"]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7c3807604ed0426c85cf8213a4cc8c2bb059e44c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # elsewhere... import pandas as pd from keras.models import model_from_json import random import sys import numpy as np maxlen = 15 step = 3 df = pd.read_pickle('articles.pandas') text = str.join(' ', df.text.tolist()) chars = set(text) print('total chars:', len(chars)) char_indices = dict((c, i) for i, c in enumerate(chars)) indices_char = dict((i, c) for i, c in enumerate(chars)) start_index = random.randint(0, len(text) - maxlen - 1) model = model_from_json(open('model.json').read()) model.compile(loss='categorical_crossentropy', optimizer='rmsprop') model.load_weights('weights.h5') # Complete this line # helper function to sample an index from a probability array a = np.log(a) / temperature a = np.exp(a) / np.sum(np.exp(a)) return np.argmax(np.random.multinomial(1, a, 1)) for diversity in [0.25]: print() print('----- diversity:', diversity) generated = '' sentence = text[start_index: start_index + maxlen] generated += sentence print('----- Generating with seed: "' + sentence + '"') sys.stdout.write(generated) for i in range(200): x = np.zeros((1, maxlen, len(chars))) for t, char in enumerate(sentence): x[0, t, char_indices[char]] = 1. preds = model.predict(x, verbose=0)[0] next_index = sample(preds, diversity) next_char = indices_char[next_index] generated += next_char sentence = sentence[1:] + next_char sys.stdout.write(next_char) sys.stdout.flush() print()
|
The missing line is: def sample(a, temperature=1.0):
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 1,548
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# elsewhere...\nimport pandas as pd\nfrom keras.models import model_from_json\nimport random\nimport sys\nimport numpy as np\n\n\nmaxlen = 15\nstep = 3\n\ndf = pd.read_pickle('articles.pandas')\ntext = str.join(' ', df.text.tolist())\n\nchars = set(text)\nprint('total chars:', len(chars))\nchar_indices = dict((c, i) for i, c in enumerate(chars))\nindices_char = dict((i, c) for i, c in enumerate(chars))\n\nstart_index = random.randint(0, len(text) - maxlen - 1)\n\nmodel = model_from_json(open('model.json').read())\nmodel.compile(loss='categorical_crossentropy', optimizer='rmsprop')\n\nmodel.load_weights('weights.h5')\n\n\n # Complete this line\n # helper function to sample an index from a probability array\n a = np.log(a) / temperature\n a = np.exp(a) / np.sum(np.exp(a))\n return np.argmax(np.random.multinomial(1, a, 1))\n\n\nfor diversity in [0.25]:\n print()\n print('----- diversity:', diversity)\n\n generated = ''\n sentence = text[start_index: start_index + maxlen]\n generated += sentence\n print('----- Generating with seed: \"' + sentence + '\"')\n sys.stdout.write(generated)\n\n for i in range(200):\n x = np.zeros((1, maxlen, len(chars)))\n for t, char in enumerate(sentence):\n x[0, t, char_indices[char]] = 1.\n\n preds = model.predict(x, verbose=0)[0]\n next_index = sample(preds, diversity)\n next_char = indices_char[next_index]\n\n generated += next_char\n sentence = sentence[1:] + next_char\n\n sys.stdout.write(next_char)\n sys.stdout.flush()\n print()"}, {"role": "assistant", "content": "The missing line is:\ndef sample(a, temperature=1.0):"}]
| false
| null | null | null |
7c381806df4f9a8daef26e21cae152813d0d29b1
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import unittest from simulation import container from simulation import person class ContainerTestCase(unittest.TestCase): def setUp(self) -> None: self.box = container.Container(100, 1000, 300, 1, 0.5) self.s_instance = person.Person(x=0, y=0, infection_probability=0.25, recover_probability=0.2, dead_probability=0.05, infection_range=0.8) def test_01__check_if_dimensions_was_set_correctly(self): width = 100 height = 100 self.assertEqual(self.box.width, width, msg="Container width was set incorrect.") self.assertEqual(self.box.height, height, msg="Container height was set incorrect.") print("> (test_01) Container dimensions are set correctly.") def test_02__check_if_new_object_added_correctly_to_objects_list(self): self.box.add_instances(1, "susceptible", infection_probability=0.4, recover_probability=0.2, dead_probability=0.05, infection_range=1.25) self.assertEqual(len(self.box.object_list), 1, msg="New instance was not correctly added to" "objects list.") print("> (test_02) New instance correctly added to object_list.") def test_03__check_if_container_time_to_live_not_elapsed__return_bool(self): self.assertIsInstance(self.box.is_alive(), bool, msg="Box method is_alive was not return bool.") print("> (test_03) Method is_alive() returns bool type.") def test_04__check_if_container_lives_in_elapsed_time(self): self.box.time_to_live = 0 self.assertFalse(self.box.is_alive(), msg="Container instance lives longer" "than time_to_live attribute.") print("> (test_04) Container can not have more cycles than time_to_live " "attribute specified.") def test_05__check_if_action_time_interval_is_positive(self): self.assertGreater(self.box.action_interval, 0, msg="action_interval parameters allows to insert" "negative values.") print("> (test_05) Parameter action_interval can not allows to insert " "negative values.") def test_06__check_if_container_can_lives(self): self.box.time_to_live = 100 self.assertTrue(self.box.is_alive(), msg="Container does not live in " "correctly specified time_to_live.") print("> (test_06) Container live correctly base on time_to_live" " parameter.") ... [4 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 7
| 1
| 2,823
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport unittest\nfrom simulation import container\nfrom simulation import person\n\n\nclass ContainerTestCase(unittest.TestCase):\n def setUp(self) -> None:\n self.box = container.Container(100, 1000, 300, 1, 0.5)\n self.s_instance = person.Person(x=0, y=0, infection_probability=0.25,\n recover_probability=0.2, dead_probability=0.05,\n infection_range=0.8)\n\n def test_01__check_if_dimensions_was_set_correctly(self):\n width = 100\n height = 100\n\n self.assertEqual(self.box.width, width,\n msg=\"Container width was set incorrect.\")\n\n self.assertEqual(self.box.height, height,\n msg=\"Container height was set incorrect.\")\n print(\"> (test_01) Container dimensions are set correctly.\")\n\n def test_02__check_if_new_object_added_correctly_to_objects_list(self):\n self.box.add_instances(1, \"susceptible\", infection_probability=0.4,\n recover_probability=0.2,\n dead_probability=0.05, infection_range=1.25)\n self.assertEqual(len(self.box.object_list), 1,\n msg=\"New instance was not correctly added to\"\n \"objects list.\")\n print(\"> (test_02) New instance correctly added to object_list.\")\n\n def test_03__check_if_container_time_to_live_not_elapsed__return_bool(self):\n self.assertIsInstance(self.box.is_alive(), bool,\n msg=\"Box method is_alive was not return bool.\")\n print(\"> (test_03) Method is_alive() returns bool type.\")\n\n def test_04__check_if_container_lives_in_elapsed_time(self):\n self.box.time_to_live = 0\n self.assertFalse(self.box.is_alive(), msg=\"Container instance lives longer\"\n \"than time_to_live attribute.\")\n print(\"> (test_04) Container can not have more cycles than time_to_live \"\n \"attribute specified.\")\n\n def test_05__check_if_action_time_interval_is_positive(self):\n self.assertGreater(self.box.action_interval, 0,\n msg=\"action_interval parameters allows to insert\"\n \"negative values.\")\n print(\"> (test_05) Parameter action_interval can not allows to insert \"\n \"negative values.\")\n\n def test_06__check_if_container_can_lives(self):\n self.box.time_to_live = 100\n self.assertTrue(self.box.is_alive(), msg=\"Container does not live in \"\n \"correctly specified time_to_live.\")\n print(\"> (test_06) Container live correctly base on time_to_live\"\n \" parameter.\")\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7c3890eac8b3049a655feef5c632c8c9d2d8f1d4
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import models, migrations import pontoon.base.models class Migration(migrations.Migration): dependencies = [ ("base", "0006_auto_20150602_0616"), ] operations = [ migrations.AddField( model_name="locale", name="cldr_plurals", field=models.CommaSeparatedIntegerField( blank=True, max_length=11, verbose_name=b"CLDR Plurals", validators=[pontoon.base.models.validate_cldr], ), ), migrations.AlterField( model_name="resource", name="format", field=models.CharField( blank=True, max_length=20, verbose_name=b"Format", choices=[ (b"po", b"po"), (b"xliff", b"xliff"), (b"properties", b"properties"), (b"dtd Error: SyntaxError: unterminated string literal
|
Fixed Code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import models, migrations import pontoon.base.models class Migration(migrations.Migration): dependencies = [ ("base", "0006_auto_20150602_0616"), ] operations = [ migrations.AddField( model_name="locale", name="cldr_plurals", field=models.CommaSeparatedIntegerField( blank=True, max_length=11, Explanation: Close the string literal with matching quote
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 1,020
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import models, migrations\nimport pontoon.base.models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n (\"base\", \"0006_auto_20150602_0616\"),\n ]\n\n operations = [\n migrations.AddField(\n model_name=\"locale\",\n name=\"cldr_plurals\",\n field=models.CommaSeparatedIntegerField(\n blank=True,\n max_length=11,\n verbose_name=b\"CLDR Plurals\",\n validators=[pontoon.base.models.validate_cldr],\n ),\n ),\n migrations.AlterField(\n model_name=\"resource\",\n name=\"format\",\n field=models.CharField(\n blank=True,\n max_length=20,\n verbose_name=b\"Format\",\n choices=[\n (b\"po\", b\"po\"),\n (b\"xliff\", b\"xliff\"),\n (b\"properties\", b\"properties\"),\n (b\"dtd\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import models, migrations\nimport pontoon.base.models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n (\"base\", \"0006_auto_20150602_0616\"),\n ]\n\n operations = [\n migrations.AddField(\n model_name=\"locale\",\n name=\"cldr_plurals\",\n field=models.CommaSeparatedIntegerField(\n blank=True,\n max_length=11,\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7c38a782a768dd6c26c320e977f3ea8c8bc5e836
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) 2014-present PlatformIO <contact@platformio.org> # # 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. # pylint: disable=line-too-long,too-many-arguments,too-many-locals import json import os import click from platformio import fs from platformio.package.commands.install import install_project_dependencies from platformio.package.manager.platform import PlatformPackageManager from platformio.platform.exception import UnknownBoard from platformio.project.config import ProjectConfig from platformio.project.generator import ProjectGenerator from platformio.project.helpers import is_platformio_project def validate_boards(ctx, param, value): # pylint: disable=W0613 pm = PlatformPackageManager() for id_ in value: try: pm.board_config(id_) except UnknownBoard: raise click.BadParameter( "`%s`. Please search for board ID using `platformio boards` " "command" % id_ ) return value @click.command("init", short_help="Initialize a project and update existing") @click.option( "--project-dir", "-d", default=os.getcwd, type=click.Path( exists=True, file_okay=False, dir_okay=True, writable=True, resolve_path=True ), ) @click.option("-b", "--board", multiple=True, metavar="ID", callback=validate_boards) @click.option("--ide", type=click.Choice(ProjectGenerator.get_supported_ides())) @click.option("-e", "--environment", help="Update existing environment") @click.option("-O", "--project-option", multiple=True) @click.option("--env-prefix", default="") @click.option("--no-install-dependencies", is_flag=True) @click.option("-s", "--silent", is_flag=True) ... [10 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 62: ... [10 more functiondefs truncated] ... Fix: Change operator back to correct one
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 2,247
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) 2014-present PlatformIO <contact@platformio.org>\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# pylint: disable=line-too-long,too-many-arguments,too-many-locals\n\n\nimport json\nimport os\n\nimport click\n\nfrom platformio import fs\nfrom platformio.package.commands.install import install_project_dependencies\nfrom platformio.package.manager.platform import PlatformPackageManager\nfrom platformio.platform.exception import UnknownBoard\nfrom platformio.project.config import ProjectConfig\nfrom platformio.project.generator import ProjectGenerator\nfrom platformio.project.helpers import is_platformio_project\n\n\ndef validate_boards(ctx, param, value): # pylint: disable=W0613\n pm = PlatformPackageManager()\n for id_ in value:\n try:\n pm.board_config(id_)\n except UnknownBoard:\n raise click.BadParameter(\n \"`%s`. Please search for board ID using `platformio boards` \"\n \"command\" % id_\n )\n return value\n\n\n@click.command(\"init\", short_help=\"Initialize a project and update existing\")\n@click.option(\n \"--project-dir\",\n \"-d\",\n default=os.getcwd,\n type=click.Path(\n exists=True, file_okay=False, dir_okay=True, writable=True, resolve_path=True\n ),\n)\n@click.option(\"-b\", \"--board\", multiple=True, metavar=\"ID\", callback=validate_boards)\n@click.option(\"--ide\", type=click.Choice(ProjectGenerator.get_supported_ides()))\n@click.option(\"-e\", \"--environment\", help=\"Update existing environment\")\n@click.option(\"-O\", \"--project-option\", multiple=True)\n@click.option(\"--env-prefix\", default=\"\")\n@click.option(\"--no-install-dependencies\", is_flag=True)\n@click.option(\"-s\", \"--silent\", is_flag=True)\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 62: ... [10 more functiondefs truncated] ...\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
7c3b77cba219a97b12762ac1a37f632c5f68d380
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.conf import settings from django.contrib.auth import REDIRECT_FIELD_NAME from django.core.exceptions import PermissionDenied from django.http import HttpResponseForbidden, HttpResponseRedirect from django.utils.functional import wraps from django.utils.http import urlquote from django.db.models import Model, get_model from django.db.models.base import ModelBase from django.db.models.query import QuerySet from django.shortcuts import get_object_or_404, render_to_response from django.template import RequestContext, TemplateDoesNotExist from guardian.conf import settings as guardian_settings from guardian.exceptions import GuardianError def permission_required(perm, lookup_variables=None, **kwargs): """ Decorator for views that checks whether a user has a particular permission enabled. Optionally, instances for which check should be made may be passed as an second argument or as a tuple parameters same as those passed to ``get_object_or_404`` but must be provided as pairs of strings. :param login_url: if denied, user would be redirected to location set by this parameter. Defaults to ``django.conf.settings.LOGIN_URL``. :param redirect_field_name: name of the parameter passed if redirected. Defaults to ``django.contrib.auth.REDIRECT_FIELD_NAME``. :param return_403: if set to ``True`` then instead of redirecting to the login page, response with status code 403 is returned ( ``django.http.HttpResponseForbidden`` instance or rendered template - see :setting:`GUARDIAN_RENDER_403`). Defaults to ``False``. :param accept_global_perms: if set to ``True``, then *object level permission* would be required **only if user does NOT have global permission**
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 17 • SyntaxError: unterminated triple-quoted string literal (detected at line 35) at line 17 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 1,764
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.conf import settings\nfrom django.contrib.auth import REDIRECT_FIELD_NAME\nfrom django.core.exceptions import PermissionDenied\nfrom django.http import HttpResponseForbidden, HttpResponseRedirect\nfrom django.utils.functional import wraps\nfrom django.utils.http import urlquote\nfrom django.db.models import Model, get_model\nfrom django.db.models.base import ModelBase\nfrom django.db.models.query import QuerySet\nfrom django.shortcuts import get_object_or_404, render_to_response\nfrom django.template import RequestContext, TemplateDoesNotExist\nfrom guardian.conf import settings as guardian_settings\nfrom guardian.exceptions import GuardianError\n\n\ndef permission_required(perm, lookup_variables=None, **kwargs):\n \"\"\"\n Decorator for views that checks whether a user has a particular permission\n enabled.\n\n Optionally, instances for which check should be made may be passed as an\n second argument or as a tuple parameters same as those passed to\n ``get_object_or_404`` but must be provided as pairs of strings.\n\n :param login_url: if denied, user would be redirected to location set by\n this parameter. Defaults to ``django.conf.settings.LOGIN_URL``.\n :param redirect_field_name: name of the parameter passed if redirected.\n Defaults to ``django.contrib.auth.REDIRECT_FIELD_NAME``.\n :param return_403: if set to ``True`` then instead of redirecting to the\n login page, response with status code 403 is returned (\n ``django.http.HttpResponseForbidden`` instance or rendered template -\n see :setting:`GUARDIAN_RENDER_403`). Defaults to ``False``.\n :param accept_global_perms: if set to ``True``, then *object level\n permission* would be required **only if user does NOT have global\n permission**"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 17\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 35) at line 17\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c3d1d7e925f2c1752e9865895938aea4dee29d9
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django import forms from django.forms import ModelForm from images.models import Image class ImageForm(ModelForm): class Meta: model = Image
|
Code Review: ✨ Improvements: Add docstring to class 'ImageForm' Add docstring to class 'Meta' Code looks good! Consider edge cases Add comprehensive tests
|
beginner
|
database
|
code_review
|
Pythoncode:Python
| 0
| 2
| 160
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django import forms\nfrom django.forms import ModelForm\nfrom images.models import Image\n\nclass ImageForm(ModelForm):\n class Meta:\n model = Image"}, {"role": "assistant", "content": " Code Review:\n\n\n\u2728 Improvements:\n Add docstring to class 'ImageForm'\n Add docstring to class 'Meta'\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
7c3f32514a25840c1ebcbe049a42682f11ad8a25
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Copyright 2012-2013 Eric Ptak - trouch.com # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from webiopi.decorators.rest import request, response from webiopi.utils.types import M_JSON class ADC(): def __init__(self, channelCount, resolution, vref): self._analogCount = channelCount self._analogResolution = resolution self._analogMax = 2**resolution - 1 self._analogRef = vref def __family__(self): return "ADC" def checkAnalogChannel(self, channel): if not 0 <= channel < self._analogCount: raise ValueError("Channel %d out of range [%d..%d]" % (channel, 0, self._analogCount-1)) def checkAnalogValue(self, value): if not 0 <= value <= self._analogMax: raise ValueError("Value %d out of range [%d..%d]" % (value, 0, self._analogMax)) @request("GET", "analog/count") @response("%d") def analogCount(self): # Complete this line @request("GET", "analog/resolution") @response("%d") def analogResolution(self): return self._analogResolution @request("GET", "analog/max") @response("%d") def analogMaximum(self): return int(self._analogMax) @request("GET", "analog/vref") @response("%.2f") def analogReference(self): return self._analogRef def __analogRead__(self, channel, diff): raise NotImplementedError @request("GET", "analog/%(channel)d/integer") @response("%d") def analogRead(self, channel, diff=False): self.checkAnalogChannel(channel) return self.__analogRead__(channel, diff) @request("GET", "analog/%(channel)d/float") @response("%.2f") def analogReadFloat(self, channel, diff=False): return self.analogRead(channel, diff) / float(self._analogMax) @request("GET", "analog/%(channel)d/volt") @response("%.2f") def analogReadVolt(self, channel, diff=False): if self._analogRef == 0: raise NotImplementedError return self.analogReadFloat(channel, diff) * self._analogRef @request("GET", "analog/*/integer") @response(contentType=M_JSON) ... [31 more functiondefs truncated] ...
|
The missing line is: return self._analogCount
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 12
| 1
| 2,748
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Copyright 2012-2013 Eric Ptak - trouch.com\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 webiopi.decorators.rest import request, response\nfrom webiopi.utils.types import M_JSON\n\nclass ADC():\n def __init__(self, channelCount, resolution, vref):\n self._analogCount = channelCount\n self._analogResolution = resolution\n self._analogMax = 2**resolution - 1\n self._analogRef = vref\n \n def __family__(self):\n return \"ADC\"\n\n def checkAnalogChannel(self, channel):\n if not 0 <= channel < self._analogCount:\n raise ValueError(\"Channel %d out of range [%d..%d]\" % (channel, 0, self._analogCount-1))\n\n def checkAnalogValue(self, value):\n if not 0 <= value <= self._analogMax:\n raise ValueError(\"Value %d out of range [%d..%d]\" % (value, 0, self._analogMax))\n \n @request(\"GET\", \"analog/count\")\n @response(\"%d\")\n def analogCount(self):\n # Complete this line\n\n @request(\"GET\", \"analog/resolution\")\n @response(\"%d\")\n def analogResolution(self):\n return self._analogResolution\n \n @request(\"GET\", \"analog/max\")\n @response(\"%d\")\n def analogMaximum(self):\n return int(self._analogMax)\n \n @request(\"GET\", \"analog/vref\")\n @response(\"%.2f\")\n def analogReference(self):\n return self._analogRef\n \n def __analogRead__(self, channel, diff):\n raise NotImplementedError\n \n @request(\"GET\", \"analog/%(channel)d/integer\")\n @response(\"%d\")\n def analogRead(self, channel, diff=False):\n self.checkAnalogChannel(channel)\n return self.__analogRead__(channel, diff)\n \n @request(\"GET\", \"analog/%(channel)d/float\")\n @response(\"%.2f\")\n def analogReadFloat(self, channel, diff=False):\n return self.analogRead(channel, diff) / float(self._analogMax)\n \n @request(\"GET\", \"analog/%(channel)d/volt\")\n @response(\"%.2f\")\n def analogReadVolt(self, channel, diff=False):\n if self._analogRef == 0:\n raise NotImplementedError\n return self.analogReadFloat(channel, diff) * self._analogRef\n \n @request(\"GET\", \"analog/*/integer\")\n @response(contentType=M_JSON)\n\n ... [31 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n return self._analogCount"}]
| false
| null | null | null |
7c3f358dbfca775c5fb0e3b7866f5656395f8320
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2013 Nebula 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 mock import os from osc_choochoo.tests import base from osc_choochoo.tests import fakes from osc_choochoo.v1 import train # Load the plugin init module for the plugin list and show commands class FakeTrainV1Client(object): def __init__(self, **kwargs): self.auth_token = kwargs['token'] self.management_url = kwargs['endpoint'] class TestTrainV1(base.TestCommand): def setUp(self): super(TestTrainV1, self).setUp() self.app.client_manager.osc_choochoo = FakeTrainV1Client( endpoint=fakes.AUTH_URL, token=fakes.AUTH_TOKEN, ) class TestTrainList(TestTrainV1): def setUp(self): super(TestTrainList, self).setUp() # Get the command object to test self.cmd = train.TrainList(self.app, None) def test_train_list(self): arglist = [] verifylist = [] parsed_args = self.check_parser(self.cmd, arglist, verifylist) collist = ('Name', ) datalist = ['1.txt', '2.txt'] with mock.patch('os.listdir') as mock_list: mock_list.return_value = datalist # DisplayCommandBase.take_action() returns two tuples columns, data = self.cmd.take_action(parsed_args) self.assertEqual(collist, columns) for d in data: self.assertTrue(d[0] + '.txt' in datalist) class TestTrainShow(TestTrainV1): def setUp(self): super(TestTrainShow, self).setUp() # Get the command object to test self.cmd = train.TrainShow(self.app, None) ... [1 more functiondefs truncated] ...
|
Functions: __init__, setUp, setUp, test_train_list, setUp Classes: FakeTrainV1Client, TestTrainV1, TestTrainList This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 5
| 4
| 2,220
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2013 Nebula 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\nimport mock\nimport os\n\nfrom osc_choochoo.tests import base\nfrom osc_choochoo.tests import fakes\nfrom osc_choochoo.v1 import train\n\n# Load the plugin init module for the plugin list and show commands\nclass FakeTrainV1Client(object):\n def __init__(self, **kwargs):\n self.auth_token = kwargs['token']\n self.management_url = kwargs['endpoint']\n\n\nclass TestTrainV1(base.TestCommand):\n def setUp(self):\n super(TestTrainV1, self).setUp()\n\n self.app.client_manager.osc_choochoo = FakeTrainV1Client(\n endpoint=fakes.AUTH_URL,\n token=fakes.AUTH_TOKEN,\n )\n\n\nclass TestTrainList(TestTrainV1):\n\n def setUp(self):\n super(TestTrainList, self).setUp()\n\n # Get the command object to test\n self.cmd = train.TrainList(self.app, None)\n\n def test_train_list(self):\n arglist = []\n verifylist = []\n parsed_args = self.check_parser(self.cmd, arglist, verifylist)\n\n collist = ('Name', )\n datalist = ['1.txt', '2.txt']\n\n with mock.patch('os.listdir') as mock_list:\n mock_list.return_value = datalist\n\n # DisplayCommandBase.take_action() returns two tuples\n columns, data = self.cmd.take_action(parsed_args)\n self.assertEqual(collist, columns)\n for d in data:\n self.assertTrue(d[0] + '.txt' in datalist)\n\n\nclass TestTrainShow(TestTrainV1):\n\n def setUp(self):\n super(TestTrainShow, self).setUp()\n\n # Get the command object to test\n self.cmd = train.TrainShow(self.app, None)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, setUp, setUp, test_train_list, setUp\n Classes: FakeTrainV1Client, TestTrainV1, TestTrainList\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c3f8ea43badcc3a68b54f56814ef9f940a1de25
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python3 import sys from os.path import dirname, abspath, join import subprocess # Note this does not resolve symbolic links # https://stackoverflow.com/a/17806123 FIREFOX_BINARY = join(dirname(abspath(__file__)), 'firefox') argvs = list(sys.argv) argvs[0] = FIREFOX_BINARY # geckdriver will run `firefox -version` first to check the version if len(sys.argv) == 2 and sys.argv[1] == '-version': subprocess.check_call(argvs) exit(0) # First search for the -tmpprofile option new_profile_path = None for idx, argv in enumerate(sys.argv): if argv == '-tmpprofile': new_profile_path = sys.argv[idx + 1] break # If it's present, replace profile with tmp_profile if new_profile_path == True: for idx, argv in enumerate(sys.argv): if argv == '-profile': old_profile_path = sys.argv[idx + 1] subprocess.check_call(['rm', '-r', new_profile_path]) subprocess.check_call(['cp', '-r', old_profile_path, new_profile_path]) argvs[idx+1] = new_profile_path break # Firefox will ignore the -tmpprofile option subprocess.check_call(argvs)
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Explicit True comparison Severity: LOW Location: Line 26 Buggy code: if new_profile_path == True: Should be: if new_profile_path: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 0
| 0
| 1,142
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport sys\nfrom os.path import dirname, abspath, join\nimport subprocess\n\n# Note this does not resolve symbolic links\n# https://stackoverflow.com/a/17806123\nFIREFOX_BINARY = join(dirname(abspath(__file__)), 'firefox')\n\nargvs = list(sys.argv)\nargvs[0] = FIREFOX_BINARY\n\n# geckdriver will run `firefox -version` first to check the version\nif len(sys.argv) == 2 and sys.argv[1] == '-version':\n subprocess.check_call(argvs)\n exit(0)\n\n# First search for the -tmpprofile option\nnew_profile_path = None\nfor idx, argv in enumerate(sys.argv):\n if argv == '-tmpprofile':\n new_profile_path = sys.argv[idx + 1]\n break\n# If it's present, replace profile with tmp_profile\nif new_profile_path == True:\n for idx, argv in enumerate(sys.argv):\n if argv == '-profile':\n old_profile_path = sys.argv[idx + 1]\n subprocess.check_call(['rm', '-r', new_profile_path])\n subprocess.check_call(['cp', '-r', old_profile_path, new_profile_path])\n argvs[idx+1] = new_profile_path\n break\n\n# Firefox will ignore the -tmpprofile option\nsubprocess.check_call(argvs)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Explicit True comparison\n Severity: LOW\n\n Location: Line 26\n\n Buggy code:\n if new_profile_path == True:\n\n Should be:\n if new_profile_path:\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
|
7c4069a9b6ece4c3708be4cbcbdf02893a94dc6d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import json import logging from collections import OrderedDict from decimal import ROUND_HALF_UP, Decimal from typing import Any, Dict, Union import pytz from django import forms from django.conf import settings from django.core.exceptions import ImproperlyConfigured from django.dispatch import receiver from django.forms import Form from django.http import HttpRequest from django.template.loader import get_template from django.utils.timezone import now from django.utils.translation import pgettext_lazy, ugettext_lazy as _ from django_countries import Countries from i18nfield.forms import I18nFormField, I18nTextarea, I18nTextInput from i18nfield.strings import LazyI18nString from pretix.base.forms import PlaceholderValidator from pretix.base.models import ( class PaymentProviderForm(Form): def clean(self): cleaned_data = super().clean() for k, v in self.fields.items(): val = cleaned_data.get(k) if v._required and not val: self.add_error(k, _('This field is required.')) class BasePaymentProvider: """ This is the base class for all payment providers. """ def __init__(self, event: Event): self.event = event self.settings = SettingsSandbox('payment', self.identifier, event) # Default values if self.settings.get('_fee_reverse_calc') is None: self.settings.set('_fee_reverse_calc', True) def __str__(self): return self.identifier @property def is_implicit(self) -> bool: """ Returns whether or whether not this payment provider is an "implicit" payment provider that will *always* and unconditionally be used if is_allowed() returns True and does not require any input. This is intended to be used by the FreePaymentProvider, which skips the payment choice page. By default, this returns ``False``. Please do not set this if you don't know exactly what you are doing. """ return False @property def is_meta(self) -> bool: """ Returns whether or whether not this payment provider is a "meta" payment provider that only works as a settings holder for other payment providers and should never be used directly. This is a trick to implement payment gateways with multiple payment methods but unified payment settings. Take a look at the built-in stripe provider to see how this might be used. By default, this returns ``False``. """ return False @property def is_enabled(self) -> bool: """ Returns whether or whether not this payment provider is enabled. By default, this is determined by the value of the ``_enabled`` setting. """ return self.settings.get('_enabled', as_type=bool) @property ... [66 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 33 Unclosed '(' at line 22 - expected ')' SyntaxError: '(' was never closed at line 22 ⚠️ Code quality: Unexpected indentation at line 26 Unexpected indentation at line 28 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 58 Unexpected indentation at line 60 Unexpected indentation at line 61 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 69 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 ✨ Improvements: Complete the expression on the last line Add closing quote at line 33 Add closing ')' bracket Review code syntax
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 6
| 2
| 2,881
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport json\nimport logging\nfrom collections import OrderedDict\nfrom decimal import ROUND_HALF_UP, Decimal\nfrom typing import Any, Dict, Union\n\nimport pytz\nfrom django import forms\nfrom django.conf import settings\nfrom django.core.exceptions import ImproperlyConfigured\nfrom django.dispatch import receiver\nfrom django.forms import Form\nfrom django.http import HttpRequest\nfrom django.template.loader import get_template\nfrom django.utils.timezone import now\nfrom django.utils.translation import pgettext_lazy, ugettext_lazy as _\nfrom django_countries import Countries\nfrom i18nfield.forms import I18nFormField, I18nTextarea, I18nTextInput\nfrom i18nfield.strings import LazyI18nString\n\nfrom pretix.base.forms import PlaceholderValidator\nfrom pretix.base.models import (\nclass PaymentProviderForm(Form):\n def clean(self):\n cleaned_data = super().clean()\n for k, v in self.fields.items():\n val = cleaned_data.get(k)\n if v._required and not val:\n self.add_error(k, _('This field is required.'))\n\n\nclass BasePaymentProvider:\n \"\"\"\n This is the base class for all payment providers.\n \"\"\"\n\n def __init__(self, event: Event):\n self.event = event\n self.settings = SettingsSandbox('payment', self.identifier, event)\n # Default values\n if self.settings.get('_fee_reverse_calc') is None:\n self.settings.set('_fee_reverse_calc', True)\n\n def __str__(self):\n return self.identifier\n\n @property\n def is_implicit(self) -> bool:\n \"\"\"\n Returns whether or whether not this payment provider is an \"implicit\" payment provider that will\n *always* and unconditionally be used if is_allowed() returns True and does not require any input.\n This is intended to be used by the FreePaymentProvider, which skips the payment choice page.\n By default, this returns ``False``. Please do not set this if you don't know exactly what you are doing.\n \"\"\"\n return False\n\n @property\n def is_meta(self) -> bool:\n \"\"\"\n Returns whether or whether not this payment provider is a \"meta\" payment provider that only\n works as a settings holder for other payment providers and should never be used directly. This\n is a trick to implement payment gateways with multiple payment methods but unified payment settings.\n Take a look at the built-in stripe provider to see how this might be used.\n By default, this returns ``False``.\n \"\"\"\n return False\n\n @property\n def is_enabled(self) -> bool:\n \"\"\"\n Returns whether or whether not this payment provider is enabled.\n By default, this is determined by the value of the ``_enabled`` setting.\n \"\"\"\n return self.settings.get('_enabled', as_type=bool)\n\n @property\n\n ... [66 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 33\n Unclosed '(' at line 22 - expected ')'\n SyntaxError: '(' was never closed at line 22\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 26\n Unexpected indentation at line 28\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 58\n Unexpected indentation at line 60\n Unexpected indentation at line 61\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 69\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 33\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
7c409487091269b7e314c05627f47667f44be8cd
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from pysys.basetest import BaseTest from apama.correlator import CorrelatorHelper import os class PySysTest(BaseTest): def execute(self): corr = CorrelatorHelper(self, name='correlator') corr.start(logfile='correlator.log') corr.injectEPL(os.getenv('APAMA_HOME','') + '/monitors/ManagementImpl.mon') corr.injectEPL(os.getenv('APAMA_HOME','') + '/monitors/Management.mon') # Complete this line corr.injectEPL('../../../src/Assert.mon') corr.injectEPL('TestAssertFail.mon') self.waitForGrep('correlator.log', 'Removed monitor TestAssertFail') def validate(self): self.assertGrep('correlator.log', r' (ERROR|WARN) .*', contains=False)
|
The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 633
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom pysys.basetest import BaseTest\nfrom apama.correlator import CorrelatorHelper\nimport os\n\nclass PySysTest(BaseTest):\n\tdef execute(self):\n\t\tcorr = CorrelatorHelper(self, name='correlator')\n\t\tcorr.start(logfile='correlator.log')\n\t\tcorr.injectEPL(os.getenv('APAMA_HOME','') + '/monitors/ManagementImpl.mon')\n\t\tcorr.injectEPL(os.getenv('APAMA_HOME','') + '/monitors/Management.mon')\n # Complete this line\n\t\tcorr.injectEPL('../../../src/Assert.mon')\n\n\t\tcorr.injectEPL('TestAssertFail.mon')\n\t\tself.waitForGrep('correlator.log', 'Removed monitor TestAssertFail')\n\n\tdef validate(self):\n\t\tself.assertGrep('correlator.log', r' (ERROR|WARN) .*', contains=False)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
7c41415e2c7a8ce5f2d75904be89b903c2cdfef0
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from __future__ import absolute_import, division, print_function, unicode_literals from unittest import TestCase from beast.env.ReadEnvFile import read_env_file from beast.util import Terminal Terminal.CAN_CHANGE_COLOR = False JSON = """ { "FOO": "foo", "BAR": "bar bar bar", "CPPFLAGS": "-std=c++11 -frtti -fno-strict-aliasing -DWOMBAT" }""" ENV = """ # An env file. FOO=foo export BAR="bar bar bar" CPPFLAGS=-std=c++11 -frtti -fno-strict-aliasing -DWOMBAT # export BAZ=baz should be ignored. """ RESULT = { 'FOO': 'foo', 'BAR': 'bar bar bar', 'CPPFLAGS': '-std=c++11 -frtti -fno-strict-aliasing -DWOMBAT', } BAD_ENV = ENV + """ This line isn't right. NO SPACES IN NAMES="valid value" """ class test_ReadEnvFile(TestCase): def test_read_json(self): self.assertEqual(read_env_file(JSON), RESULT) def test_read_env(self): self.assertEqual(read_env_file(ENV), RESULT) def test_read_env_error(self): errors = [] self.assertEqual(read_env_file(BAD_ENV, errors.append), RESULT) self.assertEqual(errors, [ "WARNING: Didn't understand the following environment file lines:", "11. >>> This line isn't right.", '12. >>> NO SPACES IN NAMES="valid value"'])
|
Functions: test_read_json, test_read_env, test_read_env_error Classes: test_ReadEnvFile This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 1,231
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom __future__ import absolute_import, division, print_function, unicode_literals\n\nfrom unittest import TestCase\nfrom beast.env.ReadEnvFile import read_env_file\n\nfrom beast.util import Terminal\nTerminal.CAN_CHANGE_COLOR = False\n\nJSON = \"\"\"\n{\n \"FOO\": \"foo\",\n \"BAR\": \"bar bar bar\",\n \"CPPFLAGS\": \"-std=c++11 -frtti -fno-strict-aliasing -DWOMBAT\"\n}\"\"\"\n\nENV = \"\"\"\n# An env file.\n\nFOO=foo\nexport BAR=\"bar bar bar\"\nCPPFLAGS=-std=c++11 -frtti -fno-strict-aliasing -DWOMBAT\n\n# export BAZ=baz should be ignored.\n\n\"\"\"\n\nRESULT = {\n 'FOO': 'foo',\n 'BAR': 'bar bar bar',\n 'CPPFLAGS': '-std=c++11 -frtti -fno-strict-aliasing -DWOMBAT',\n }\n\nBAD_ENV = ENV + \"\"\"\nThis line isn't right.\nNO SPACES IN NAMES=\"valid value\"\n\"\"\"\n\nclass test_ReadEnvFile(TestCase):\n def test_read_json(self):\n self.assertEqual(read_env_file(JSON), RESULT)\n\n def test_read_env(self):\n self.assertEqual(read_env_file(ENV), RESULT)\n\n def test_read_env_error(self):\n errors = []\n self.assertEqual(read_env_file(BAD_ENV, errors.append), RESULT)\n self.assertEqual(errors, [\n \"WARNING: Didn't understand the following environment file lines:\",\n \"11. >>> This line isn't right.\",\n '12. >>> NO SPACES IN NAMES=\"valid value\"'])"}, {"role": "assistant", "content": " Functions: test_read_json, test_read_env, test_read_env_error\n Classes: test_ReadEnvFile\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c419b5717a91fec1bbd9b0db3fdfc3ceb131303
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import json from django.test import TestCase from django.contrib.auth.models import User from .models import CustomUser from django.apps import apps from .apps import SigninConfig class SignInTest(TestCase): def setUp(self): self.django_user = User.objects.create_user(username='testusername', password='testpassword') self.custom_user = CustomUser.objects.create(django_user=self.django_user) def test_apps(self): self.assertEqual(SigninConfig.name, 'signin') self.assertEqual(apps.get_app_config('signin').name, 'signin') def test_sign_in_redirect_page(self): response = self.client.get('/') self.assertRedirects(response, '/sign_in/') def test_get(self): response = self.client.get('/sign_in/') self.assertEqual(response.status_code, 200) def test_wrong_username(self): response = self.client.post('/sign_in/', {'username': 'wro
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 28 • Unclosed '(' at line 28 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 11
| 1
| 930
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport json\n\nfrom django.test import TestCase\nfrom django.contrib.auth.models import User\nfrom .models import CustomUser\nfrom django.apps import apps\nfrom .apps import SigninConfig\n\n\nclass SignInTest(TestCase):\n def setUp(self):\n self.django_user = User.objects.create_user(username='testusername', password='testpassword')\n self.custom_user = CustomUser.objects.create(django_user=self.django_user)\n\n def test_apps(self):\n self.assertEqual(SigninConfig.name, 'signin')\n self.assertEqual(apps.get_app_config('signin').name, 'signin')\n\n def test_sign_in_redirect_page(self):\n response = self.client.get('/')\n self.assertRedirects(response, '/sign_in/')\n\n def test_get(self):\n response = self.client.get('/sign_in/')\n self.assertEqual(response.status_code, 200)\n\n def test_wrong_username(self):\n response = self.client.post('/sign_in/', {'username': 'wro"}, {"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 28\n \u2022 Unclosed '(' at line 28 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c42dc9f24c848eb5660235f34da5faf02dd1e33
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: __author__ = 'Elias Haroun' class BinaryNode(object): def __init__(self, data, left, right): self.data = data self.left = left self.right = right def getData(self): return self.data def getLeft(self): return s ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def getRight(self): return self.right def setData(self, data):
|
advanced
|
oop
|
incomplete_code
|
Pythoncode:Python
| 10
| 1
| 265
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n__author__ = 'Elias Haroun'\n\nclass BinaryNode(object):\n\n def __init__(self, data, left, right):\n self.data = data\n self.left = left\n self.right = right\n\n def getData(self):\n return self.data\n\n def getLeft(self):\n return s\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 def getRight(self):\n return self.right\n\n def setData(self, data):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c44dd7ee7dcb34a8c6b443486c1190c2f8b538a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ Main tokenizer. """ from itertools import * import sys, random import util import ply.lex as lex class Lexer: """ Lexer for boolean rules """ literals = '=*,' tokens = ( 'LABEL', 'ID','STATE', 'ASSIGN', 'EQUAL', 'AND', 'OR', 'NOT', 'NUMBER', 'LPAREN','RPAREN', 'COMMA', ) reserved = { 'and' : 'AND', 'or' : 'OR', 'not' : 'NOT', 'True' : 'STATE', 'False' : 'STATE', 'Random' : 'STATE', } def __init__(self, **kwargs): # nothing here yet self.lexer = lex.lex(object=self, **kwargs) def t_ID( self, t): "[a-zA-Z_\+\-][a-zA-Z_0-9\+\-]*" # check for reserved words t.type = self.reserved.get( t.value, 'ID') return t def t_LABEL (self, t): "[0-9][0-9]*:" t.value = int(t.value[:-1]) return t def t_NUMBER(self, t): "[\+-]*\d+\.?\d*" try: t.value = float(t.value) except ValueError: util.error( "value too large", t.value ) return t t_LPAREN = r'\(' t_RPAREN = r'\)' t_ASSIGN = r'\*' Error: SyntaxError / EOF
|
Fixed Code: """ Main tokenizer. """ from itertools import * import sys, random import util import ply.lex as lex class Lexer: """ Lexer for boolean rules """ literals = '=*,' tokens = ( 'LABEL', 'ID','STATE', 'ASSIGN', 'EQUAL', 'AND', 'OR', 'NOT', 'NUMBER', 'LPAREN','RPAREN', 'COMMA', ) Explanation: Complete the truncated code structure
|
advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 17
| 1
| 1,170
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\nMain tokenizer.\n\"\"\"\nfrom itertools import *\nimport sys, random\nimport util\nimport ply.lex as lex\n\nclass Lexer:\n \"\"\"\n Lexer for boolean rules\n \"\"\"\n literals = '=*,' \n\n tokens = (\n 'LABEL', 'ID','STATE', 'ASSIGN', 'EQUAL',\n 'AND', 'OR', 'NOT', \n 'NUMBER', 'LPAREN','RPAREN', 'COMMA',\n )\n\n reserved = { \n 'and' : 'AND',\n 'or' : 'OR',\n 'not' : 'NOT',\n 'True' : 'STATE',\n 'False' : 'STATE',\n 'Random' : 'STATE',\n }\n\n def __init__(self, **kwargs):\n # nothing here yet\n self.lexer = lex.lex(object=self, **kwargs)\n\n def t_ID( self, t):\n \"[a-zA-Z_\\+\\-][a-zA-Z_0-9\\+\\-]*\"\n\n # check for reserved words\n t.type = self.reserved.get( t.value, 'ID') \n return t\n\n def t_LABEL (self, t):\n \"[0-9][0-9]*:\"\n t.value = int(t.value[:-1])\n return t\n \n def t_NUMBER(self, t):\n \"[\\+-]*\\d+\\.?\\d*\"\n try:\n t.value = float(t.value)\n except ValueError:\n util.error( \"value too large\", t.value )\n return t\n\n t_LPAREN = r'\\('\n t_RPAREN = r'\\)'\n t_ASSIGN = r'\\*'\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\nMain tokenizer.\n\"\"\"\nfrom itertools import *\nimport sys, random\nimport util\nimport ply.lex as lex\n\nclass Lexer:\n \"\"\"\n Lexer for boolean rules\n \"\"\"\n literals = '=*,' \n\n tokens = (\n 'LABEL', 'ID','STATE', 'ASSIGN', 'EQUAL',\n 'AND', 'OR', 'NOT', \n 'NUMBER', 'LPAREN','RPAREN', 'COMMA',\n )\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c46086ba91c653227726b101b253bd36be2a7f4
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class Only42IntParamType(IntParamType): """ Param type that only accepts 42 as valid value """ name = 'only42int' def convert(self, value, param, ctx): newval = super(Only42IntParamType, self).convert(value, param, ctx) if newval != 42: self.fail("Type validation: invalid, should be 42") return newval def __repr__(self): return 'ONLY42INT' class InteractiveOptionTest(unittest.TestCase): """Unit tests for InteractiveOption.""" # pylint: disable=too-many-public-methods, missing-docstring def simple_command(self, **kwargs): """Return a simple command with one InteractiveOption, kwargs get relayed to the option.""" # pylint: disable=no-self-use @click.command() @click.option('--opt', prompt='Opt', cls=InteractiveOption, **kwargs) @NON_INTERACTIVE() def cmd(opt, non_interactive): """test command for InteractiveOption""" # pylint: disable=unused-argument ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: click.echo(str(opt)) return cmd @classmethod
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 8
| 2
| 1,021
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass Only42IntParamType(IntParamType):\n \"\"\"\n Param type that only accepts 42 as valid value\n \"\"\"\n name = 'only42int'\n\n def convert(self, value, param, ctx):\n newval = super(Only42IntParamType, self).convert(value, param, ctx)\n if newval != 42:\n self.fail(\"Type validation: invalid, should be 42\")\n return newval\n\n def __repr__(self):\n return 'ONLY42INT'\n\n\nclass InteractiveOptionTest(unittest.TestCase):\n \"\"\"Unit tests for InteractiveOption.\"\"\"\n\n # pylint: disable=too-many-public-methods, missing-docstring\n\n def simple_command(self, **kwargs):\n \"\"\"Return a simple command with one InteractiveOption, kwargs get relayed to the option.\"\"\"\n\n # pylint: disable=no-self-use\n\n @click.command()\n @click.option('--opt', prompt='Opt', cls=InteractiveOption, **kwargs)\n @NON_INTERACTIVE()\n def cmd(opt, non_interactive):\n \"\"\"test command for InteractiveOption\"\"\"\n # pylint: disable=unused-argument\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 click.echo(str(opt))\n\n return cmd\n\n @classmethod"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c46de4fdbd3dc2c58b659d8b01a5d17658d1622
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def prepare_nodes(_db=None): _db = _db or db _db['node'].update( {}, { '$set': { 'registered_schema': [] } }, multi=True ) def from_json_or_fail(schema): # Unstringify stored metadata try: schema = json.loads(schema) if schema else {} except TypeError as e: if isinstance(schema, dict): pass else: raise e return schema def main(dev=False, _db=None): _db = _db or db init_app(routes=False) count = 0 skipped = 0 scripts_utils.add_file_logger(logger, __file__) logger.info("Iterating over all registrations") # convert registered_schema to list field prepare_nodes() node_documents = _db['node'].find({'is_registration': True}) for node in node_documents: registered_schemas = [] registered_meta = {} schemas = node['registered_meta'] if not schemas: logger.info('Node: {0} is registered but has no registered_meta'.format(node['_id'])) Error: IndentationError / Expected indented block
|
Fixed Code: def prepare_nodes(_db=None): _db = _db or db _db['node'].update( {}, { '$set': { 'registered_schema': [] } }, multi=True ) def from_json_or_fail(schema): # Unstringify stored metadata try: schema = json.loads(schema) if schema else {} except TypeError as e: if isinstance(schema, dict): pass else: Explanation: Add body to If block or use 'pass' statement
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,071
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef prepare_nodes(_db=None):\n _db = _db or db\n _db['node'].update(\n {},\n {\n '$set': {\n 'registered_schema': []\n }\n },\n multi=True\n )\n\ndef from_json_or_fail(schema):\n # Unstringify stored metadata\n try:\n schema = json.loads(schema) if schema else {}\n except TypeError as e:\n if isinstance(schema, dict):\n pass\n else:\n raise e\n return schema\n\ndef main(dev=False, _db=None):\n _db = _db or db\n init_app(routes=False)\n count = 0\n skipped = 0\n scripts_utils.add_file_logger(logger, __file__)\n logger.info(\"Iterating over all registrations\")\n\n # convert registered_schema to list field\n prepare_nodes()\n\n node_documents = _db['node'].find({'is_registration': True})\n for node in node_documents:\n registered_schemas = []\n registered_meta = {}\n schemas = node['registered_meta']\n if not schemas:\n logger.info('Node: {0} is registered but has no registered_meta'.format(node['_id']))\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef prepare_nodes(_db=None):\n _db = _db or db\n _db['node'].update(\n {},\n {\n '$set': {\n 'registered_schema': []\n }\n },\n multi=True\n )\n\ndef from_json_or_fail(schema):\n # Unstringify stored metadata\n try:\n schema = json.loads(schema) if schema else {}\n except TypeError as e:\n if isinstance(schema, dict):\n pass\n else:\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
7c4747750d4783fac45721046885fc982b92a07c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """ Copyright (C) 2012 Alan J Lockett Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ from numpy import * import sys import weakref class CyclicException(Exception): pass class DuplicateEdgeException(Exception): pass class IrreversibleEdgeException(Exception): pass class StructureSearch(object): def __init__(self, scorer, autocommit=False): self.scorer = scorer self.autocommit = autocommit self.network = None def canReverse(self, newChild, newParent): """ check to ensure reverse link is not already present (In a DAG, it should not be) """ if newChild.parents.has_key(newParent.index): return False return True def admissibleEdge(self, var1, var2): """Is edge admissible in a DAG?""" if var1.index == var2.index: return False if var1.parents.has_key(var2.index): return False if var2.parents.has_key(var1.index): return False return True def merge(self, net, other, data, allowCyclic=False): """add the edges from other to self, preventing cycles if asked""" self.network = net net.computeEdgeStatistics() other.computeEdgeStatistics() indexMap = dict([(v.index, v) for v in net.variables]) undoList = [] def undo(update=True): for undo2 in reversed(undoList): undo2(False) for frm, to in other.edges: try: frm2 = indexMap[frm.index] to2 = indexMap[to.index] undo2 = self.addEdge(to2, frm2, data, allowCyclic) frm2.children = None undoList.append(undo2) except Exception, msg: pass self.network = None return undo def cross(self, net, other, data, allowCyclic=False): self.network = net net.computeEdgeStatistics() other.computeEdgeStatistics() indexMap = dict([(v.index, v) for v in net.variables]) indexMap2 ... [code truncated] ...
|
Functions: __init__, canReverse, admissibleEdge, merge, undo Classes: CyclicException, DuplicateEdgeException, IrreversibleEdgeException This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 6
| 4
| 3,033
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"\nCopyright (C) 2012 Alan J Lockett\n\nPermission 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\nThe above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.\n\nTHE 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\"\"\"\n\nfrom numpy import *\nimport sys\nimport weakref\n\nclass CyclicException(Exception):\n pass\n\nclass DuplicateEdgeException(Exception):\n pass\n \nclass IrreversibleEdgeException(Exception):\n pass \n\nclass StructureSearch(object):\n def __init__(self, scorer, autocommit=False):\n self.scorer = scorer\n self.autocommit = autocommit\n self.network = None\n \n def canReverse(self, newChild, newParent):\n \"\"\"\n check to ensure reverse link is not already present\n (In a DAG, it should not be)\n \"\"\"\n if newChild.parents.has_key(newParent.index):\n return False\n return True\n \n def admissibleEdge(self, var1, var2):\n \"\"\"Is edge admissible in a DAG?\"\"\"\n if var1.index == var2.index:\n return False\n if var1.parents.has_key(var2.index):\n return False\n if var2.parents.has_key(var1.index):\n return False\n return True\n \n def merge(self, net, other, data, allowCyclic=False):\n \"\"\"add the edges from other to self, preventing cycles if asked\"\"\"\n self.network = net\n net.computeEdgeStatistics()\n other.computeEdgeStatistics()\n indexMap = dict([(v.index, v) for v in net.variables])\n undoList = []\n \n def undo(update=True):\n for undo2 in reversed(undoList):\n undo2(False)\n \n for frm, to in other.edges:\n try:\n frm2 = indexMap[frm.index]\n to2 = indexMap[to.index]\n undo2 = self.addEdge(to2, frm2, data, allowCyclic)\n frm2.children = None\n undoList.append(undo2)\n except Exception, msg:\n pass\n \n self.network = None\n return undo\n \n def cross(self, net, other, data, allowCyclic=False):\n self.network = net\n net.computeEdgeStatistics()\n other.computeEdgeStatistics()\n indexMap = dict([(v.index, v) for v in net.variables])\n indexMap2 \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, canReverse, admissibleEdge, merge, undo\n Classes: CyclicException, DuplicateEdgeException, IrreversibleEdgeException\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c478777d84107b3217342ab649b11b3244e8389
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ given a fully connected undirected graph(If no path exists between two cities, adding an arbitrarily long edge will complete the graph without affecting the optimal tour), find the path with the lowest cost in total for a salesman to travel from a given start vertex """ import time class Edge: def __init__(self, target, weight): self.target = target self.weight = weight def __repr__(self): return self.target class TSP(object): """ This is a fully connected graph with edge weight value positive """ def __init__(self): self.graph = {} self.prev = {} self.start = None def add_vertex(self, name, edges): self.graph[name] = edges def permutation(self, edge, result=[]): if edge.target == self.start: return result for x in result: if x.target == edge.target: return result result.append(edge) for next_edge in self.graph[edge.target]: self.permutation(next_edge, result) return result def tsp_recursive(self, start): """ Essentially, the tsp problem is a permutation problem """ self.start = start result = [] for edge in self.graph[start]: result.append(self.permutation(edge, [Edge(start, 0)])) smallest_val = 100000 print(result) path = [] for solution in result: total_cost = sum(map(lambda x:x.weight, solution)) if smallest_val>total_cost: path = solution smallest_val = total_cost return (smallest_val, path) def tsp_dp(self, graph, start): pass if __name__ == "__main__": tsp = TSP() tsp.add_vertex('w', [Edge('y', 1), Edge('x', 6), Edge('z', 3)]) tsp.add_vertex('x', [Edge('w', 6), Edge('z', 3), Edge('y', 4)]) tsp.add_vertex('z', [Edge('y', 2), Edge('w', 3), Edge('x', 3)]) tsp.add_vertex('y', [Edge('w', 1), Edge('x', 3), Edge('z', 2)]) result = tsp.tsp_recursive('x') print(result)
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 Mutable default argument in function 'permutation' - use None instead ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 32 Unexpected indentation at line 36 Unexpected indentation at line 40 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 58 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 ✨ Improvements: Add closing quote at line 1 Add docstring to class 'Edge' Add docstring to function 'permutation' Line 2 too long (171 chars) - break into multiple lines Remove debug print() at line 51 before production Remove debug print() at line 71 before production
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 7
| 2
| 2,108
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\ngiven a fully connected undirected graph(If no path exists between two cities, adding an arbitrarily long edge will complete the graph without affecting the optimal tour),\nfind the path with the lowest cost in total for a salesman to travel from a given start vertex\n\"\"\"\nimport time\n\nclass Edge:\n def __init__(self, target, weight):\n self.target = target\n self.weight = weight\n \n def __repr__(self):\n return self.target\n \n\n\nclass TSP(object):\n \"\"\"\n This is a fully connected graph with edge weight value positive\n \"\"\"\n def __init__(self):\n self.graph = {}\n self.prev = {}\n self.start = None\n\n def add_vertex(self, name, edges):\n self.graph[name] = edges\n\n def permutation(self, edge, result=[]):\n if edge.target == self.start:\n return result\n \n for x in result:\n if x.target == edge.target:\n return result\n result.append(edge)\n\n for next_edge in self.graph[edge.target]:\n self.permutation(next_edge, result)\n return result\n\n def tsp_recursive(self, start):\n \"\"\"\n Essentially, the tsp problem is a permutation problem\n \"\"\"\n self.start = start\n result = []\n for edge in self.graph[start]:\n result.append(self.permutation(edge, [Edge(start, 0)]))\n smallest_val = 100000\n print(result)\n path = []\n for solution in result:\n total_cost = sum(map(lambda x:x.weight, solution))\n if smallest_val>total_cost:\n path = solution\n smallest_val = total_cost\n return (smallest_val, path)\n\n def tsp_dp(self, graph, start):\n pass\n\n\nif __name__ == \"__main__\":\n tsp = TSP()\n tsp.add_vertex('w', [Edge('y', 1), Edge('x', 6), Edge('z', 3)])\n tsp.add_vertex('x', [Edge('w', 6), Edge('z', 3), Edge('y', 4)])\n tsp.add_vertex('z', [Edge('y', 2), Edge('w', 3), Edge('x', 3)])\n tsp.add_vertex('y', [Edge('w', 1), Edge('x', 3), Edge('z', 2)])\n result = tsp.tsp_recursive('x')\n print(result)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Mutable default argument in function 'permutation' - use None instead\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 32\n Unexpected indentation at line 36\n Unexpected indentation at line 40\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n Unexpected indentation at line 58\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\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to class 'Edge'\n Add docstring to function 'permutation'\n Line 2 too long (171 chars) - break into multiple lines\n Remove debug print() at line 51 before production\n Remove debug print() at line 71 before production"}]
| false
| null | null | null |
7c484eb9bf609790d2ba9c1adb147528492648ab
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def moveBothTo(point): while hero.distanceTo(point) > 1: hero.move(point) hero.command(peasant, "move", point) peasant = hero.findNearest(hero.findFriends()) while True: hero.command(peasant, "buildXY", "decoy", peasant.pos.x + 2, peasant.pos.y) var nextPoint = {"x": hero.pos.x, "y": hero.pos.y + 28} moveBothTo(nextPoint)
|
nextPoint = {"x": hero.pos.x + 28, "y": hero.pos.y} var enemy = hero.findNearestEnemy() while enemy: while enemy.health > 0: hero.attack(enemy) enemy = hero.findNearestEnemy() moveBothTo(nextPoint)
|
intermediate
|
ui
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 620
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef moveBothTo(point):\r\n while hero.distanceTo(point) > 1:\r\n hero.move(point)\r\n hero.command(peasant, \"move\", point)\r\n\r\n\r\npeasant = hero.findNearest(hero.findFriends())\r\n\r\nwhile True:\r\n hero.command(peasant, \"buildXY\", \"decoy\", peasant.pos.x + 2, peasant.pos.y)\r\n var nextPoint = {\"x\": hero.pos.x, \"y\": hero.pos.y + 28}\r\n moveBothTo(nextPoint)"}, {"role": "assistant", "content": "\n nextPoint = {\"x\": hero.pos.x + 28, \"y\": hero.pos.y}\r\n var enemy = hero.findNearestEnemy()\r\n while enemy:\r\n while enemy.health > 0:\r\n hero.attack(enemy)\r\n enemy = hero.findNearestEnemy()\r\n moveBothTo(nextPoint)"}]
| false
| null | null | null |
7c486bb219145330aa050e526b0e111823623d51
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # The isBadVersion API is already defined for you. # @param version, an integer # @return a bool # def isBadVersion(version): class Solution(object): def firstBadVersion(self, n): start = 1 end = n while start + 1 < end: mid = start + (end - start) / 2 if isBadVersion(mid):
|
end = mid else: start = mid if isBadVersion(start): return start elif isBadVersion(end): return end
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 515
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# The isBadVersion API is already defined for you.\n# @param version, an integer\n# @return a bool\n# def isBadVersion(version):\n\nclass Solution(object):\n def firstBadVersion(self, n):\n start = 1\n end = n\n\n while start + 1 < end:\n mid = start + (end - start) / 2\n if isBadVersion(mid):"}, {"role": "assistant", "content": "\n end = mid\n else:\n start = mid\n\n if isBadVersion(start):\n return start\n elif isBadVersion(end):\n return end"}]
| false
| null | null | null |
7c487be5e97c4669f698df37e679a53c19c84c61
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Generated by Django 2.2.12 on 2020-05-01 03:34 from django.conf import settings from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = [ migrations.swappable_dependency(settings.AUTH_USER_MODEL), ] operations = [ migrations.CreateModel( name='Issue', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('title', models.CharField(max_length=100)), ('description', models.TextField(max_length=2000)), ('created', models.DateTimeField(auto_now_add=True)), ('modified', models.DateTimeField(auto_now=True)), ('status', models.CharField(choices=[('To Do', 'To Do'), ('In Progress', 'In Progress'), ('Done', 'Done')], default='To Do', max_length=20)), ('priority', models.CharField(choices=[('Low', 'Low'), ('Medium', 'Medium'), ('High', 'High')], default='Low', max_length=20)), ('assignee', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='assigned', to=settings.AUTH_USER_MODEL)), ('creator', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='issues', to=settings.AUTH_USER_MODEL)), ('linked_to', models.ManyToManyField(related_name='_issue_linked_to_+', to='issues.Issue')), ], ), migrations.CreateModel( name='Comment', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('created', models.DateTimeField(auto_now_add=True)), ('content', models.TextField(max_length=1000)), ('creator', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='comments', to=settings.AUTH_USER_MODEL)), ('issue', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='comments', to='issues.Issue')), ], ), migrations.CreateModel( name='Attachment', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('file', models.FileField(upload_to='media/files')), ('issue', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='attachments', to='issues.Issue')), ], ), ]
|
Code Review: ❌ Critical issues: Block at line 8 has no indented body ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 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 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 ✨ Improvements: Add docstring to class 'Migration' Line 25 too long (157 chars) - break into multiple lines Line 26 too long (143 chars) - break into multiple lines Line 27 too long (147 chars) - break into multiple lines Line 28 too long (144 chars) - break into multiple lines Line 38 too long (146 chars) - break into multiple lines Line 39 too long (134 chars) - break into multiple lines Line 47 too long (137 chars) - break into multiple lines
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 2,599
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Generated by Django 2.2.12 on 2020-05-01 03:34\n\nfrom django.conf import settings\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n migrations.swappable_dependency(settings.AUTH_USER_MODEL),\n ]\n\n operations = [\n migrations.CreateModel(\n name='Issue',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('title', models.CharField(max_length=100)),\n ('description', models.TextField(max_length=2000)),\n ('created', models.DateTimeField(auto_now_add=True)),\n ('modified', models.DateTimeField(auto_now=True)),\n ('status', models.CharField(choices=[('To Do', 'To Do'), ('In Progress', 'In Progress'), ('Done', 'Done')], default='To Do', max_length=20)),\n ('priority', models.CharField(choices=[('Low', 'Low'), ('Medium', 'Medium'), ('High', 'High')], default='Low', max_length=20)),\n ('assignee', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='assigned', to=settings.AUTH_USER_MODEL)),\n ('creator', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='issues', to=settings.AUTH_USER_MODEL)),\n ('linked_to', models.ManyToManyField(related_name='_issue_linked_to_+', to='issues.Issue')),\n ],\n ),\n migrations.CreateModel(\n name='Comment',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('created', models.DateTimeField(auto_now_add=True)),\n ('content', models.TextField(max_length=1000)),\n ('creator', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='comments', to=settings.AUTH_USER_MODEL)),\n ('issue', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='comments', to='issues.Issue')),\n ],\n ),\n migrations.CreateModel(\n name='Attachment',\n fields=[\n ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('file', models.FileField(upload_to='media/files')),\n ('issue', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='attachments', to='issues.Issue')),\n ],\n ),\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 8 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n 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\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n\n\u2728 Improvements:\n Add docstring to class 'Migration'\n Line 25 too long (157 chars) - break into multiple lines\n Line 26 too long (143 chars) - break into multiple lines\n Line 27 too long (147 chars) - break into multiple lines\n Line 28 too long (144 chars) - break into multiple lines\n Line 38 too long (146 chars) - break into multiple lines\n Line 39 too long (134 chars) - break into multiple lines\n Line 47 too long (137 chars) - break into multiple lines"}]
| false
| null | null | null |
7c48ecfa52411dc6356f3fa1289a95505f086e55
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # -*- coding: gbk -*- # Date: 2019/2/22 # Created by 冰河 # Description 将生成的bindshell.exe提交到vscan.novirusthanks.org检测 # 用法 python check_virus.py -f bindshell.exe # 博客 https://blog.csdn.net/l1028386804 import re import httplib import time import os import optparse from urlparse import urlparse def printResults(url): status = 200 host = urlparse(url)[1] path = urlparse(url)[2] if 'analysis' not in path: while status != 302: conn = httplib.HTTPConnection(host) conn.request('GET', path) resp = conn.getresponse() status = resp.status print '[+] Scanning file...' conn.close() time.sleep(15) print '[+] Scan Complete.' path = path.replace('file', 'analysis') conn = httplib.HTTPConnection(host) conn.request('GET', path) resp = conn.getresponse() data = resp.read() conn.close() reResults = re.findall(r'Detection rate:.*\)', data) htmlStripRes = reResults[1]. \ replace('<font color=\'red\'>', ''). \ replace('</font>', '') print '[+] ' + str(htmlStripRes) def uploadFile(fileName): print "[+] Uploading file to NoVirusThanks..." fileContents = open(fileName, 'rb').read() header = {'Content-Type': 'multipart/form-data; \ boundary=----WebKitFormBoundaryF17rwCZdGuPNPT9U'} params = "------WebKitFormBoundaryF17rwCZdGuPNPT9U"
|
params += "\r\nContent-Disposition: form-data; " + \ "name=\"upfile\"; filename=\"" + str(fileName) + "\"" params += "\r\nContent-Type: " + \ "application/octet stream\r\n\r\n" params += fileContents params += "\r\n------WebKitFormBoundaryF17rwCZdGuPNPT9U" params += "\r\nContent-Disposition: form-data; " + \ "name=\"submitfile\"\r\n" params += "\r\nSubmit File\r\n" params += "------WebKitFormBoundaryF17rwCZdGuPNPT9U--\r\n" conn = httplib.HTTPConnection('vscan.novirusthanks.org') conn.request("POST", "/", params, header) response = conn.getresponse() location = response.getheader('location') conn.close() return location def main(): parser = optparse.OptionParser('usage %prog -f <filename>') parser.add_option('-f', dest='fileName', type='string', \ help='specify filename') (options, args) = parser.parse_args() fileName = options.fileName if fileName == None: print parser.usage exit(0) elif os.path.isfile(fileName) == False: print '[+] ' + fileName + ' does not exist.' exit(0) else: loc = uploadFile(fileName) printResults(loc) if __name__ == '__main__': main()
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 2,764
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n# -*- coding: gbk -*-\n# Date: 2019/2/22\n# Created by \u51b0\u6cb3\n# Description \u5c06\u751f\u6210\u7684bindshell.exe\u63d0\u4ea4\u5230vscan.novirusthanks.org\u68c0\u6d4b\n# \u7528\u6cd5 python check_virus.py -f bindshell.exe\n# \u535a\u5ba2 https://blog.csdn.net/l1028386804\n\nimport re\nimport httplib\nimport time\nimport os\nimport optparse\nfrom urlparse import urlparse\n\n\ndef printResults(url):\n status = 200\n host = urlparse(url)[1]\n path = urlparse(url)[2]\n\n if 'analysis' not in path:\n while status != 302:\n conn = httplib.HTTPConnection(host)\n conn.request('GET', path)\n resp = conn.getresponse()\n status = resp.status\n print '[+] Scanning file...'\n conn.close()\n time.sleep(15)\n\n print '[+] Scan Complete.'\n path = path.replace('file', 'analysis')\n conn = httplib.HTTPConnection(host)\n conn.request('GET', path)\n resp = conn.getresponse()\n data = resp.read()\n conn.close()\n\n reResults = re.findall(r'Detection rate:.*\\)', data)\n htmlStripRes = reResults[1]. \\\n replace('<font color=\\'red\\'>', ''). \\\n replace('</font>', '')\n print '[+] ' + str(htmlStripRes)\n\n\ndef uploadFile(fileName):\n print \"[+] Uploading file to NoVirusThanks...\"\n fileContents = open(fileName, 'rb').read()\n\n header = {'Content-Type': 'multipart/form-data; \\\n boundary=----WebKitFormBoundaryF17rwCZdGuPNPT9U'}\n\n params = \"------WebKitFormBoundaryF17rwCZdGuPNPT9U\""}, {"role": "assistant", "content": "\n params += \"\\r\\nContent-Disposition: form-data; \" + \\\n \"name=\\\"upfile\\\"; filename=\\\"\" + str(fileName) + \"\\\"\"\n params += \"\\r\\nContent-Type: \" + \\\n \"application/octet stream\\r\\n\\r\\n\"\n params += fileContents\n params += \"\\r\\n------WebKitFormBoundaryF17rwCZdGuPNPT9U\"\n params += \"\\r\\nContent-Disposition: form-data; \" + \\\n \"name=\\\"submitfile\\\"\\r\\n\"\n params += \"\\r\\nSubmit File\\r\\n\"\n params += \"------WebKitFormBoundaryF17rwCZdGuPNPT9U--\\r\\n\"\n conn = httplib.HTTPConnection('vscan.novirusthanks.org')\n conn.request(\"POST\", \"/\", params, header)\n response = conn.getresponse()\n location = response.getheader('location')\n conn.close()\n return location\n\n\ndef main():\n parser = optparse.OptionParser('usage %prog -f <filename>')\n parser.add_option('-f', dest='fileName', type='string', \\\n help='specify filename')\n (options, args) = parser.parse_args()\n fileName = options.fileName\n\n if fileName == None:\n print parser.usage\n exit(0)\n elif os.path.isfile(fileName) == False:\n print '[+] ' + fileName + ' does not exist.'\n exit(0)\n else:\n loc = uploadFile(fileName)\n printResults(loc)\n\n\nif __name__ == '__main__':\n main()"}]
| false
| null | null | null |
7c4a4e05ac30862172f332ac22daa59c8c1ecce1
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import asyncio from typing import Union import datetime import time from discord.ext import commands import yaml from cogs import checks # Complete this line import utils # Loads the repeating interval dictionary class Remind(commands.Cog): ... [2 more functiondefs truncated] ...
|
The missing line is: import database
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 287
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport asyncio\nfrom typing import Union\nimport datetime\nimport time\n\nfrom discord.ext import commands\nimport yaml\n\n\nfrom cogs import checks\n # Complete this line\nimport utils\n\n# Loads the repeating interval dictionary\nclass Remind(commands.Cog):\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nimport database"}]
| false
| null | null | null |
7c4ae67259cc4af329dd35bc62e3ceddb69e3a57
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import setuptools from toraman.version import __version__ with open('README.md', 'r') as input_file: ... code continues ...
|
Completion: Missing: With block is incomplete - body missing To complete: • Add body to With block or use 'pass' statement Example continuation: long_description = input_file.read() setuptools.setup( name='toraman', version=__version__,
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 102
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport setuptools\n\nfrom toraman.version import __version__\n\nwith open('README.md', 'r') as input_file:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: With block is incomplete - body missing\n\n To complete:\n \u2022 Add body to With block or use 'pass' statement\n\n Example continuation:\n long_description = input_file.read()\n\nsetuptools.setup(\n name='toraman',\n version=__version__,"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
7c4b0703a1999f5fa6b05313d2f3c64b1a7c6c84
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import models, migrations class Migration(migrations.Migration): dependencies = [ ('cms_pages', '0014_homepage_news_count'), ] operations = [ migrations.AlterField( model_name='newspage', name='lead', field=models.TextField(blank=True
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 13 - expected ']' • Unclosed '(' at line 14 - expected ')' Fix: Close the string literal with matching quote
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 382
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import models, migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('cms_pages', '0014_homepage_news_count'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='newspage',\n name='lead',\n field=models.TextField(blank=True"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 13 - expected ']'\n \u2022 Unclosed '(' at line 14 - expected ')'\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7c4b2f5648b8aa2f586e693897cf20f646266eed
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright The PyTorch Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os from unittest import mock from unittest.mock import patch import numpy as np import pytest from pytorch_lightning import Trainer from tests.base import EvalModelTemplate from tests.base.develop_utils import reset_seed class ModelWithManualGradTracker(EvalModelTemplate): def __init__(self, norm_type, *args, **kwargs): super().__init__(*args, **kwargs) self.stored_grad_norms, self.norm_type = [], float(norm_type) # validation spoils logger's metrics with `val_loss` records validation_step = None val_dataloader = None Error: SyntaxError / EOF
|
Fixed Code: # Copyright The PyTorch Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os from unittest import mock from unittest.mock import patch import numpy as np import pytest Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 1,153
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright The PyTorch Lightning team.\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.\nimport os\nfrom unittest import mock\nfrom unittest.mock import patch\n\nimport numpy as np\nimport pytest\n\nfrom pytorch_lightning import Trainer\nfrom tests.base import EvalModelTemplate\nfrom tests.base.develop_utils import reset_seed\n\n\nclass ModelWithManualGradTracker(EvalModelTemplate):\n def __init__(self, norm_type, *args, **kwargs):\n super().__init__(*args, **kwargs)\n self.stored_grad_norms, self.norm_type = [], float(norm_type)\n\n # validation spoils logger's metrics with `val_loss` records\n validation_step = None\n val_dataloader = None\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright The PyTorch Lightning team.\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.\nimport os\nfrom unittest import mock\nfrom unittest.mock import patch\n\nimport numpy as np\nimport pytest\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c4b6fc1c38e59243da6f002769c9090efca9c53
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2018 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the Li ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # 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. # ============================================================================== # pylint: disable=line-too-long
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 388
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2018 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the Li\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# 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# pylint: disable=line-too-long"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c4b72df2d2012d9d79281852a5cd3bef3ea8e8d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ CTC-like decoder utilitis. """ from itertools import groupby import numpy as np def ctc_best_path_decode(probs_seq, vocabulary): """ Best path decoding, also called argmax decoding or greedy decoding. Path consisting of the most probable tokens are further post-processed to remove consecutive repetitions and all blanks. :param probs_seq: 2-D list of probabilities over the vocabulary for each character. Each element is a list of float probabilities for one character. :type probs_seq: list :param vocabulary: Vocabulary list. :type vocabulary: list :return: Decoding result string. :rtype: baseline """ # dimension verification for probs in probs_seq: if not len(probs) == len(vocabulary) + 1: raise ValueError("probs_seq dimension mismatchedd with vocabulary") # argmax to get the best index for each time step max_index_list = list(np.array(probs_seq).argmax(axis=1)) # remove consecutive duplicate indexes index_list = [index_group[0] for index_group in groupby(max_index_list)] # remove blank indexes blank_index = len(vocabulary) index_list = [index for index in index_list if index != blank_index] # convert index list to string return ''.join([vocabulary[index] for index in index_list]) def ctc_decode(probs_seq, vocabulary, method): """ CTC-like sequence decoding from a sequence of likelihood probablilites. :param probs_seq: 2-D list of probabilities over the vocabulary for each character. Each element is a list of float probabilities for one character. :type probs_seq: list :param vocabulary: Vocabulary list. :type vocabulary: list :param method: Decoding method name, with options: "best_path". :type method: basestring :return: Decoding result string. :rtype: baseline """ for prob_list in probs_seq: if not len(prob_list) == len(vocabulary) + 1: raise ValueError("probs dimension mismatchedd with vocabulary") if method == "best_path": return ctc_best_path_decode(probs_seq, vocabulary) else: raise ValueError("Decoding method [%s] is not supported.")
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add closing quote at line 1
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 2
| 0
| 2,278
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\n CTC-like decoder utilitis.\n\"\"\"\n\nfrom itertools import groupby\nimport numpy as np\n\n\ndef ctc_best_path_decode(probs_seq, vocabulary):\n \"\"\"\n Best path decoding, also called argmax decoding or greedy decoding.\n Path consisting of the most probable tokens are further post-processed to\n remove consecutive repetitions and all blanks.\n\n :param probs_seq: 2-D list of probabilities over the vocabulary for each\n character. Each element is a list of float probabilities\n for one character.\n :type probs_seq: list\n :param vocabulary: Vocabulary list.\n :type vocabulary: list\n :return: Decoding result string.\n :rtype: baseline\n \"\"\"\n # dimension verification\n for probs in probs_seq:\n if not len(probs) == len(vocabulary) + 1:\n raise ValueError(\"probs_seq dimension mismatchedd with vocabulary\")\n # argmax to get the best index for each time step\n max_index_list = list(np.array(probs_seq).argmax(axis=1))\n # remove consecutive duplicate indexes\n index_list = [index_group[0] for index_group in groupby(max_index_list)]\n # remove blank indexes\n blank_index = len(vocabulary)\n index_list = [index for index in index_list if index != blank_index]\n # convert index list to string\n return ''.join([vocabulary[index] for index in index_list])\n\n\ndef ctc_decode(probs_seq, vocabulary, method):\n \"\"\"\n CTC-like sequence decoding from a sequence of likelihood probablilites. \n\n :param probs_seq: 2-D list of probabilities over the vocabulary for each\n character. Each element is a list of float probabilities\n for one character.\n :type probs_seq: list\n :param vocabulary: Vocabulary list.\n :type vocabulary: list\n :param method: Decoding method name, with options: \"best_path\".\n :type method: basestring\n :return: Decoding result string.\n :rtype: baseline\n \"\"\"\n for prob_list in probs_seq:\n if not len(prob_list) == len(vocabulary) + 1:\n raise ValueError(\"probs dimension mismatchedd with vocabulary\")\n if method == \"best_path\":\n return ctc_best_path_decode(probs_seq, vocabulary)\n else:\n raise ValueError(\"Decoding method [%s] is not supported.\")"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
7c4b952636f3e94167bbd00880673a8dc5635803
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/local/bin/python import json import socket import sys import asfgit.cfg as cfg import asfgit.git as git import asfgit.log as log import asfgit.util as util import subprocess, os, time def main(): ghurl = "git@github:apache/%s.git" % cfg.repo_name os.chdir("/x1/repos/asf/%s.git" % cfg.repo_name) try: for ref in git.stream_refs(sys.stdin): if ref.is_rewrite(): print("Syncing %s (FORCED)..." % ref.name) subprocess.check_call(["git", "push", "-f", ghurl, "%s:%s" % (ref.newsha, ref.name)]) else: print("Syncing %s..." % ref.name) subprocess.check_call(["git", "push", ghurl, "%s:%s" % (ref.newsha, ref.name)]) except subprocess.CalledProcessError as err: util.abort("Could not sync with GitHub: %s" % err.output)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 827
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/local/bin/python\n\nimport json\nimport socket\nimport sys\n\nimport asfgit.cfg as cfg\nimport asfgit.git as git\nimport asfgit.log as log\nimport asfgit.util as util\nimport subprocess, os, time\n\ndef main():\n ghurl = \"git@github:apache/%s.git\" % cfg.repo_name\n os.chdir(\"/x1/repos/asf/%s.git\" % cfg.repo_name)\n try:\n for ref in git.stream_refs(sys.stdin):\n if ref.is_rewrite():\n print(\"Syncing %s (FORCED)...\" % ref.name)\n subprocess.check_call([\"git\", \"push\", \"-f\", ghurl, \"%s:%s\" % (ref.newsha, ref.name)])\n else:\n print(\"Syncing %s...\" % ref.name)\n subprocess.check_call([\"git\", \"push\", ghurl, \"%s:%s\" % (ref.newsha, ref.name)])\n except subprocess.CalledProcessError as err:\n util.abort(\"Could not sync with GitHub: %s\" % err.output)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7c4bb1688cf1e8399ddcf1585b39fc36418f8801
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import absolute_import, division, print_function import contextlib import importlib import site import tempfile import shutil from rosimport import genrosmsg_py, genrossrv_py class RosSearchPath(dict): """ Class to allow dynamic search of packages. This is where we hook up into python import mechanism in order to generate and discover packages and messages we are depending on. But it should not be used during the generation of multiple messages in only one package, as this is too tricky to get right, and too easy to break by mistake. """ def __init__(self, **ros_package_paths): # we use the default ROS_PACKAGE_PATH if already setup in environment. # This allows us to find message definitions in a ROS distro (and collaborate with pyros_setup) package_paths = {} for distropath in [d for d in os.environ.get('ROS_PACKAGE_PATH', '').split(':') if os.path.exists(d)]: for p in [pkgd for pkgd in os.listdir(distropath) if os.path.exists(os.path.join(distropath, pkgd, 'msg'))]: package_paths[p] = package_paths.get(p, set()) | {os.path.join(distropath, p, 'msg')} # we add any extra path package_paths.update(ros_package_paths) super(RosSearchPath, self).__init__(package_paths) def try_import(self, item): try: # we need to import the .msg submodule (only one usable as dependency) mod = importlib.import_module(item + '.msg') # import succeeded : we should get the namespace path # and add it to the list of paths to avoid going through this all over again... for p in mod.__path__: # Note we want dependencies here. dependencies are ALWAYS '.msg' files in 'msg' directory. msg_path = os.path. Error: SyntaxError: unterminated string literal
|
Fixed Code: from __future__ import absolute_import, division, print_function import contextlib import importlib import site import tempfile import shutil from rosimport import genrosmsg_py, genrossrv_py class RosSearchPath(dict): """ Class to allow dynamic search of packages. This is where we hook up into python import mechanism in order to generate and discover packages and messages we are depending on. But it should not be used during the generation of multiple messages in only one package, as this is too tricky to get right, and too easy to break by mistake. Explanation: Close the string literal with matching quote
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 1,844
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import absolute_import, division, print_function\n\nimport contextlib\nimport importlib\nimport site\nimport tempfile\n\nimport shutil\n\n\nfrom rosimport import genrosmsg_py, genrossrv_py\n\nclass RosSearchPath(dict):\n \"\"\"\n Class to allow dynamic search of packages.\n This is where we hook up into python import mechanism in order to generate and discover\n packages and messages we are depending on.\n\n But it should not be used during the generation of multiple messages in only one package,\n as this is too tricky to get right, and too easy to break by mistake.\n \"\"\"\n def __init__(self, **ros_package_paths):\n # we use the default ROS_PACKAGE_PATH if already setup in environment.\n # This allows us to find message definitions in a ROS distro (and collaborate with pyros_setup)\n package_paths = {}\n for distropath in [d for d in os.environ.get('ROS_PACKAGE_PATH', '').split(':') if os.path.exists(d)]:\n for p in [pkgd for pkgd in os.listdir(distropath) if os.path.exists(os.path.join(distropath, pkgd, 'msg'))]:\n package_paths[p] = package_paths.get(p, set()) | {os.path.join(distropath, p, 'msg')}\n\n # we add any extra path\n package_paths.update(ros_package_paths)\n super(RosSearchPath, self).__init__(package_paths)\n\n def try_import(self, item):\n try:\n # we need to import the .msg submodule (only one usable as dependency)\n mod = importlib.import_module(item + '.msg')\n # import succeeded : we should get the namespace path\n # and add it to the list of paths to avoid going through this all over again...\n for p in mod.__path__:\n # Note we want dependencies here. dependencies are ALWAYS '.msg' files in 'msg' directory.\n msg_path = os.path.\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import absolute_import, division, print_function\n\nimport contextlib\nimport importlib\nimport site\nimport tempfile\n\nimport shutil\n\n\nfrom rosimport import genrosmsg_py, genrossrv_py\n\nclass RosSearchPath(dict):\n \"\"\"\n Class to allow dynamic search of packages.\n This is where we hook up into python import mechanism in order to generate and discover\n packages and messages we are depending on.\n\n But it should not be used during the generation of multiple messages in only one package,\n as this is too tricky to get right, and too easy to break by mistake.\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7c4c2493de449c01316f5bf624115a0a13bde60f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import sys def color(text, color): if color == "blue": color = "0;34m" elif color == "green": color = "0;32m" elif color == "red": color = "0;31m" elif color == "yellow": color = "0;33m" else: return text return "\033[%s%s\033[0m\n" % (color, text) class NotALogger(object): def info(self, msg): sys.stdout.write( color(msg, "blue") ) def error(self, msg): sys.stdout.write( color(msg, "red") ) def warning(self, msg): sys.stdout.write( color(msg, "yellow") ) def success(self, msg): sys.stdout.write( color(msg, "green") ) def header(self): msg = "=" * 50 msg += "\n" + "=" + (" " * 48) + "=" msg += "\n" + "=" + (" " * 48) + "=" msg += "\n" + ("=" * 50) sys.stdout.write( color(msg, "green") ) def line(self): sys.stdout.write( color("-" * 50, "blue") ) log = NotALogger() __all__ = ["log"]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 7
| 1
| 1,093
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport sys\n\n\ndef color(text, color):\n if color == \"blue\":\n color = \"0;34m\"\n elif color == \"green\":\n color = \"0;32m\"\n elif color == \"red\":\n color = \"0;31m\"\n elif color == \"yellow\":\n color = \"0;33m\"\n else:\n return text\n return \"\\033[%s%s\\033[0m\\n\" % (color, text)\n\n\nclass NotALogger(object):\n def info(self, msg):\n sys.stdout.write(\n color(msg, \"blue\")\n )\n\n def error(self, msg):\n sys.stdout.write(\n color(msg, \"red\")\n )\n\n def warning(self, msg):\n sys.stdout.write(\n color(msg, \"yellow\")\n )\n\n def success(self, msg):\n sys.stdout.write(\n color(msg, \"green\")\n )\n\n def header(self):\n msg = \"=\" * 50\n msg += \"\\n\" + \"=\" + (\" \" * 48) + \"=\"\n msg += \"\\n\" + \"=\" + (\" \" * 48) + \"=\"\n msg += \"\\n\" + (\"=\" * 50)\n sys.stdout.write(\n color(msg, \"green\")\n )\n\n def line(self):\n sys.stdout.write(\n color(\"-\" * 50, \"blue\")\n )\n\n\nlog = NotALogger()\n\n__all__ = [\"log\"]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7c4c786476fcedafe44d921c5dfd79a0be6d09a1
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """dbt_airflow_factory module.""" from setuptools import find_packages, setup with open("README.md") as f: README = f.read() # Runtime Requirements. INSTALL_REQUIRES = ["pytimeparse==1.1.8"] # Dev Requirements EXTRA_REQUIRE = { "tests": [ "pytest>=6.2.2, <7.0.0", "pytest-cov>=2.8.0, <3.0.0", "tox==3.21.1", "pre-commit==2.9.3", "pandas==1.2.5", "apache-airflow[kubernetes]==2.2.0", ], "docs": [ "sphinx==4.3.1", "sphinx-rtd-theme==1.0.0", "sphinx-click>=3.0,<3.1", "myst-parser>=0.16, <0.17", "docutils>=0.17,<0.18", ], } setup( name="dbt-airflow-factory", version="0.18.0", description="Library to convert DBT manifest metadata to Airflow tasks", long_description=README, long_description_content_type="text/markdown", license="Apache Software License (Apache 2.0)", python_requires=">=3", classifiers=[ "Development Status :: 3 - Alpha", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", ], keywords="dbt airflow manifest parser python", author=u"Piotr Pekala", author_email="piotr.pekala@getindata.com", url="https://github.com/getindata/dbt-airflow-factory/", packages=find_packages(exclude=["ez_setup", "examples", "tests", "docs"]), include_package_data=True, zip_safe=False, install_requires=INSTALL_REQUIRES, extras_require=EXTRA_REQUIRE, )
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 1,491
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"dbt_airflow_factory module.\"\"\"\n\nfrom setuptools import find_packages, setup\n\nwith open(\"README.md\") as f:\n README = f.read()\n\n# Runtime Requirements.\nINSTALL_REQUIRES = [\"pytimeparse==1.1.8\"]\n\n# Dev Requirements\nEXTRA_REQUIRE = {\n \"tests\": [\n \"pytest>=6.2.2, <7.0.0\",\n \"pytest-cov>=2.8.0, <3.0.0\",\n \"tox==3.21.1\",\n \"pre-commit==2.9.3\",\n \"pandas==1.2.5\",\n \"apache-airflow[kubernetes]==2.2.0\",\n ],\n \"docs\": [\n \"sphinx==4.3.1\",\n \"sphinx-rtd-theme==1.0.0\",\n \"sphinx-click>=3.0,<3.1\",\n \"myst-parser>=0.16, <0.17\",\n \"docutils>=0.17,<0.18\",\n ],\n}\n\nsetup(\n name=\"dbt-airflow-factory\",\n version=\"0.18.0\",\n description=\"Library to convert DBT manifest metadata to Airflow tasks\",\n long_description=README,\n long_description_content_type=\"text/markdown\",\n license=\"Apache Software License (Apache 2.0)\",\n python_requires=\">=3\",\n classifiers=[\n \"Development Status :: 3 - Alpha\",\n \"Programming Language :: Python :: 3.7\",\n \"Programming Language :: Python :: 3.8\",\n ],\n keywords=\"dbt airflow manifest parser python\",\n author=u\"Piotr Pekala\",\n author_email=\"piotr.pekala@getindata.com\",\n url=\"https://github.com/getindata/dbt-airflow-factory/\",\n packages=find_packages(exclude=[\"ez_setup\", \"examples\", \"tests\", \"docs\"]),\n include_package_data=True,\n zip_safe=False,\n install_requires=INSTALL_REQUIRES,\n extras_require=EXTRA_REQUIRE,\n)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c4d61daea2ec370e51d0a70c14c812f08cd827f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8; -*- """Define error strings raised by the application.""" MISSING_CONFIG_VALUE = """ '{0}' is not specified or invalid in the config file! """.strip()
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 173
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8; -*-\n\"\"\"Define error strings raised by the application.\"\"\"\n\nMISSING_CONFIG_VALUE = \"\"\"\n'{0}' is not specified or invalid in the config file!\n\"\"\".strip()"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c4e547145402a4cf7056e9aeb596f38cf59e239
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy as np import pytest from karabo_bridge import serialize, deserialize from .utils import compare_nested_dict def test_serialize(data, protocol_version): msg = serialize(data, protocol_version=protocol_version) assert isinstance(msg, list) d, m = deserialize(msg) compare_nested_dict(data, d) assert m['source1'] == {'timestamp.tid': 9876543210, 'timestamp': 12345678} assert m['XMPL/DET/MOD0'] == {} def test_serialize_with_metadata(data, metadata, protocol_version): msg = serialize(data, metadata, protocol_version=protocol_version) d, m = deserialize(msg) compare_nested_dict(metadata, m) def test_serialize_with_dummy_timestamps(data, protocol_version): msg = serialize(data, protocol_version=protocol_version, dummy_timestamps=True) d, m = deserialize(msg) assert set(m['XMPL/DET/MOD0']) == {'timestamp', 'timestamp.sec', 'timestamp.frac'} assert set(m['source1']) == {'timestamp', 'timestamp.tid'} assert m['source1']['timestamp.tid'] == 9876543210 assert m['source1']['timestamp'] == 12345678 def test_serialize_with_metadata_and_dummy_timestamp(data, metadata, protocol_version): msg = serialize(data, metadata, protocol_version=protocol_version, dummy_timestamps=True) d, m = deserialize(msg) compare_nested_dict(metadata, m) def test_wrong_version(data): with pytest.raises(ValueError): serialize(data, protocol_version='3.0')
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 23 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 39 Unexpected indentation at line 42 ✨ Improvements: Add docstring to function 'test_serialize' Add docstring to function 'test_serialize_with_dummy_timestamps'
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 5
| 0
| 1,489
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nimport pytest\n\nfrom karabo_bridge import serialize, deserialize\n\nfrom .utils import compare_nested_dict\n\n\ndef test_serialize(data, protocol_version):\n msg = serialize(data, protocol_version=protocol_version)\n assert isinstance(msg, list)\n\n d, m = deserialize(msg)\n compare_nested_dict(data, d)\n assert m['source1'] == {'timestamp.tid': 9876543210, 'timestamp': 12345678}\n assert m['XMPL/DET/MOD0'] == {}\n\n\ndef test_serialize_with_metadata(data, metadata, protocol_version):\n msg = serialize(data, metadata, protocol_version=protocol_version)\n\n d, m = deserialize(msg)\n compare_nested_dict(metadata, m)\n\n\ndef test_serialize_with_dummy_timestamps(data, protocol_version):\n msg = serialize(data, protocol_version=protocol_version,\n dummy_timestamps=True)\n\n d, m = deserialize(msg)\n assert set(m['XMPL/DET/MOD0']) == {'timestamp', 'timestamp.sec', 'timestamp.frac'}\n assert set(m['source1']) == {'timestamp', 'timestamp.tid'}\n assert m['source1']['timestamp.tid'] == 9876543210\n assert m['source1']['timestamp'] == 12345678\n\n\ndef test_serialize_with_metadata_and_dummy_timestamp(data, metadata, protocol_version):\n msg = serialize(data, metadata, protocol_version=protocol_version,\n dummy_timestamps=True)\n\n d, m = deserialize(msg)\n compare_nested_dict(metadata, m)\n\n\ndef test_wrong_version(data):\n with pytest.raises(ValueError):\n serialize(data, protocol_version='3.0')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n 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 33\n Unexpected indentation at line 34\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n\n\u2728 Improvements:\n Add docstring to function 'test_serialize'\n Add docstring to function 'test_serialize_with_dummy_timestamps'"}]
| false
| null | null | null |
7c4f383bc1d3e78bec978541f8102910be2e6494
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # This file is part of Indico. # Copyright (C) 2002 - 2021 CERN # # Indico is free software; you can redistribute it and/or # modify it under the terms of the MIT License; see the # LICENSE file for more details. import inspect from datetime import datetime import freezegun import pytest from sqlalchemy import DateTime, cast from sqlalchemy.sql.functions import _FunctionGenerator @pytest.fixture def monkeypatch_methods(monkeypatch): """Monkeypatch all methods from `cls` onto `target`. This utility lets you easily mock multiple methods in an existing class. In case of classmethods the binding will not be changed, i.e. `cls` will keep pointing to the source class and not the target class. """ def _monkeypatch_methods(target, cls): for name, method in inspect.getmembers(cls, inspect.ismethod): if method.__self__ is None: # For unbound methods we need to copy the underlying function # Complete this line monkeypatch.setattr(f'{target}.{name}', method) return _monkeypatch_methods @pytest.fixture def freeze_time(monkeypatch): """Return a function that freezes the current time. It affects datetime.now, date.today, etc. and also SQLAlchemy's `func.now()` which simply returns the current time from `datetime.now()` instead of retrieving it using the actual `now()` function of PostgreSQL. """ freezers = [] orig_call = _FunctionGenerator.__call__ def FunctionGenerator_call(self, *args, **kwargs): if self._FunctionGenerator__names == ['now']: return cast(datetime.now().isoformat(), DateTime) return orig_call(self, *args, **kwargs) monkeypatch.setattr(_FunctionGenerator, '__call__', FunctionGenerator_call) def _freeze_time(time_to_freeze): freezer = freezegun.freeze_time(time_to_freeze) freezer.start() freezers.append(freezer) yield _freeze_time for freezer in reversed(freezers): freezer.stop()
|
The missing line is: method = method.__func__
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 0
| 2,029
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# This file is part of Indico.\n# Copyright (C) 2002 - 2021 CERN\n#\n# Indico is free software; you can redistribute it and/or\n# modify it under the terms of the MIT License; see the\n# LICENSE file for more details.\n\nimport inspect\nfrom datetime import datetime\n\nimport freezegun\nimport pytest\nfrom sqlalchemy import DateTime, cast\nfrom sqlalchemy.sql.functions import _FunctionGenerator\n\n\n@pytest.fixture\ndef monkeypatch_methods(monkeypatch):\n \"\"\"Monkeypatch all methods from `cls` onto `target`.\n\n This utility lets you easily mock multiple methods in an existing class.\n In case of classmethods the binding will not be changed, i.e. `cls` will\n keep pointing to the source class and not the target class.\n \"\"\"\n\n def _monkeypatch_methods(target, cls):\n for name, method in inspect.getmembers(cls, inspect.ismethod):\n if method.__self__ is None:\n # For unbound methods we need to copy the underlying function\n # Complete this line\n monkeypatch.setattr(f'{target}.{name}', method)\n\n return _monkeypatch_methods\n\n\n@pytest.fixture\ndef freeze_time(monkeypatch):\n \"\"\"Return a function that freezes the current time.\n\n It affects datetime.now, date.today, etc. and also SQLAlchemy's `func.now()`\n which simply returns the current time from `datetime.now()` instead of\n retrieving it using the actual `now()` function of PostgreSQL.\n \"\"\"\n freezers = []\n orig_call = _FunctionGenerator.__call__\n\n def FunctionGenerator_call(self, *args, **kwargs):\n if self._FunctionGenerator__names == ['now']:\n return cast(datetime.now().isoformat(), DateTime)\n return orig_call(self, *args, **kwargs)\n\n monkeypatch.setattr(_FunctionGenerator, '__call__', FunctionGenerator_call)\n\n def _freeze_time(time_to_freeze):\n freezer = freezegun.freeze_time(time_to_freeze)\n freezer.start()\n freezers.append(freezer)\n\n yield _freeze_time\n for freezer in reversed(freezers):\n freezer.stop()"}, {"role": "assistant", "content": "The missing line is:\n method = method.__func__"}]
| false
| null | null | null |
7c4fc346cb91cacd807ee64d79b21152c687d93c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 # encoding: utf-8 import os # 是否启用调试 若启用 将不再忽略检查过程中发生的任何异常 # 建议在开发环境中启用 在生产环境中禁用 DEBUG_ENABLE = False # SQLite 数据库文件名 SQLITE_FILE = "saved.db" # 日志文件名 LOG_FILE = "log.txt" # 是否启用日志 ENABLE_LOGGER = True # 循环检查的间隔时间(默认: 180分钟) LOOP_CHECK_INTERVAL = 180 * 60 # 代理服务器 PROXIES = "127.0.0.1:1080" # 请求超时 TIMEOUT = 20 # 是否为 Socks5 代理 IS_SOCKS = False # 是否启用 TG BOT 发送消息的功能 ENABLE_SENDMESSAGE = False # TG BOT TOKEN TG_TOKEN = os.environ.get("TG_TOKEN", "") # 发送消息到... TG_SENDTO = os.environ.get("TG_SENDTO", "") if IS_SOCKS: _PROXIES_DIC = {"http": "socks5h://%s" % PROXIES, "https": "socks5h://%s" % PROXIES} else: _PROXIES_DIC = {"http": PROXIES, "https": PROXIES}
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 704
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n# encoding: utf-8\n\nimport os\n\n# \u662f\u5426\u542f\u7528\u8c03\u8bd5 \u82e5\u542f\u7528 \u5c06\u4e0d\u518d\u5ffd\u7565\u68c0\u67e5\u8fc7\u7a0b\u4e2d\u53d1\u751f\u7684\u4efb\u4f55\u5f02\u5e38\n# \u5efa\u8bae\u5728\u5f00\u53d1\u73af\u5883\u4e2d\u542f\u7528 \u5728\u751f\u4ea7\u73af\u5883\u4e2d\u7981\u7528\nDEBUG_ENABLE = False\n\n# SQLite \u6570\u636e\u5e93\u6587\u4ef6\u540d\nSQLITE_FILE = \"saved.db\"\n\n# \u65e5\u5fd7\u6587\u4ef6\u540d\nLOG_FILE = \"log.txt\"\n\n# \u662f\u5426\u542f\u7528\u65e5\u5fd7\nENABLE_LOGGER = True\n\n# \u5faa\u73af\u68c0\u67e5\u7684\u95f4\u9694\u65f6\u95f4(\u9ed8\u8ba4: 180\u5206\u949f)\nLOOP_CHECK_INTERVAL = 180 * 60\n\n# \u4ee3\u7406\u670d\u52a1\u5668\nPROXIES = \"127.0.0.1:1080\"\n\n# \u8bf7\u6c42\u8d85\u65f6\nTIMEOUT = 20\n\n# \u662f\u5426\u4e3a Socks5 \u4ee3\u7406\nIS_SOCKS = False\n\n# \u662f\u5426\u542f\u7528 TG BOT \u53d1\u9001\u6d88\u606f\u7684\u529f\u80fd\nENABLE_SENDMESSAGE = False\n\n# TG BOT TOKEN\nTG_TOKEN = os.environ.get(\"TG_TOKEN\", \"\")\n\n# \u53d1\u9001\u6d88\u606f\u5230...\nTG_SENDTO = os.environ.get(\"TG_SENDTO\", \"\")\n\nif IS_SOCKS:\n _PROXIES_DIC = {\"http\": \"socks5h://%s\" % PROXIES, \"https\": \"socks5h://%s\" % PROXIES}\nelse:\n _PROXIES_DIC = {\"http\": PROXIES, \"https\": PROXIES}"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c508b5e90ac0bb6b42082e2791baf6ee6cd6d24
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from sqlalchemy import or_ from websdk.db_context import DBContext from libs.base_handler import BaseHandler from libs.pagination import pagination_util from models.hipaa_data import HipaaData, model_to_dict class HipaaDataHandler(BaseHandler): @pagination_util def get(self, *args, **kwargs): key = self.get_argument('key', default=None, strip=True) hipaa_data_list = [] with DBContext('r') as session: if key: # 模糊查所有 hipaa_data_info = session.query(HipaaData).filter( or_(HipaaData.profile.like('%{}%'.format(key)), HipaaData.result.like('%{}%'.format(key)), HipaaData.level.like('%{}%'.format(key)), HipaaData.region.like('%{}%'.format(key)), HipaaData.account_id.like('%{}%'.format(key)), HipaaData.group.like('%{}%'.format(key)), HipaaData.group.like('%{}%'.format(key)), HipaaData.check_title.like('%{}%'.format(key)), HipaaData.check_output.like('%{}%'.format(key))) ).filter( HipaaData.result != "PASS" ).all() else: hipaa_data_info = session.query(HipaaData).filter( HipaaData.result != "PASS" ).all() for data in hipaa_data_info: data_dict = model_to_dict(data) hipaa_data_list.append(data_dict) return hipaa_data_list hipaa_data_host_urls = [ (r"/v1/cmdb/hipaa_data/", HipaaDataHandler), ] if __name__ == '__main__': pass
|
Code analysis results: 🔴 Errors found: Block at line 8 has no indented body ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 💡 Suggestions: Add docstring to class 'HipaaDataHandler' Add docstring to function 'get'
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 1
| 1
| 1,692
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom sqlalchemy import or_\nfrom websdk.db_context import DBContext\nfrom libs.base_handler import BaseHandler\nfrom libs.pagination import pagination_util\nfrom models.hipaa_data import HipaaData, model_to_dict\n\n\nclass HipaaDataHandler(BaseHandler):\n\n @pagination_util\n def get(self, *args, **kwargs):\n key = self.get_argument('key', default=None, strip=True)\n hipaa_data_list = []\n with DBContext('r') as session:\n if key:\n # \u6a21\u7cca\u67e5\u6240\u6709\n hipaa_data_info = session.query(HipaaData).filter(\n or_(HipaaData.profile.like('%{}%'.format(key)),\n HipaaData.result.like('%{}%'.format(key)),\n HipaaData.level.like('%{}%'.format(key)),\n HipaaData.region.like('%{}%'.format(key)),\n HipaaData.account_id.like('%{}%'.format(key)),\n HipaaData.group.like('%{}%'.format(key)),\n HipaaData.group.like('%{}%'.format(key)),\n HipaaData.check_title.like('%{}%'.format(key)),\n HipaaData.check_output.like('%{}%'.format(key)))\n ).filter(\n HipaaData.result != \"PASS\"\n ).all()\n else:\n hipaa_data_info = session.query(HipaaData).filter(\n HipaaData.result != \"PASS\"\n ).all()\n for data in hipaa_data_info:\n data_dict = model_to_dict(data)\n hipaa_data_list.append(data_dict)\n return hipaa_data_list\n\n\nhipaa_data_host_urls = [\n (r\"/v1/cmdb/hipaa_data/\", HipaaDataHandler),\n]\n\n\nif __name__ == '__main__':\n pass"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 8 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'HipaaDataHandler'\n Add docstring to function 'get'"}]
| false
| null | null | null |
7c51d040f9ea88aa996e0a5f03d0e36f5bd442f2
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 import rospy from std_msgs.msg import Int32 import time rospy.init_node('count') # ノード名「count」に設定 pub = rospy.Publisher('count_up', Int32, queue_size=1) # パブリッシャ「count_up」を作成 rate = rospy.Rate(10) # 10Hzで実行 n = 0 time.sleep(2) # Complete this line while not rospy.is_shutdown(): n += 1 if n % 3 == 0: print("これは%d" % n) pub.publish(n) else: pub.publish(n) if n == 227: print("\nThis is unko\n") rate.sleep()
|
The missing line is:
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 567
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\nimport rospy\nfrom std_msgs.msg import Int32\nimport time\n\nrospy.init_node('count') # \u30ce\u30fc\u30c9\u540d\u300ccount\u300d\u306b\u8a2d\u5b9a\npub = rospy.Publisher('count_up', Int32, queue_size=1) # \u30d1\u30d6\u30ea\u30c3\u30b7\u30e3\u300ccount_up\u300d\u3092\u4f5c\u6210\nrate = rospy.Rate(10) # 10Hz\u3067\u5b9f\u884c\nn = 0\n\ntime.sleep(2)\n # Complete this line\nwhile not rospy.is_shutdown():\n n += 1\n if n % 3 == 0:\n print(\"\u3053\u308c\u306f%d\" % n)\n pub.publish(n)\n else:\n pub.publish(n)\n if n == 227:\n print(\"\\nThis is unko\\n\")\n rate.sleep()"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
7c51d615d63f8eb8639b0e23a11927b8ddf8f7ce
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # python version 1.0 DO NOT EDIT # # Generated by smidump version 0.4.8:
|
# # smidump -f python ZYXEL-GS4012F-MIB
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 120
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# python version 1.0\t\t\t\t\t\tDO NOT EDIT\n#\n# Generated by smidump version 0.4.8:"}, {"role": "assistant", "content": "\n#\n# smidump -f python ZYXEL-GS4012F-MIB"}]
| false
| null | null | null |
7c5207cb66825a5b72fe13d9cb2fcbddac1440f5
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import logging from threading import Timer from datetime import timedelta from rx.core import Scheduler, Disposable from rx.disposables import SingleAssignmentDisposable, CompositeDisposable from .schedulerbase import SchedulerBase log = logging.getLogger("Rx") class TimeoutScheduler(SchedulerBase): """A scheduler that schedules work via a timed callback based upon platform.""" def schedule(self, action, state=None): """Schedules an action to be executed.""" disposable = SingleAssignmentDisposable() def interval(): disposable.disposable = self.invoke_action(action, state) timer = Timer(0, interval) timer.setDaemon(True) timer.start() def dispose(): timer.cancel() return CompositeDisposable(disposable, Disposable.create(dispose)) def schedule_relative(self, duetime, action, state=None): """Schedules an action to be executed after duetime.""" scheduler = self timespan = self.to_timedelta(duetime) if timespan == timedelta(0): return scheduler.schedule(action, state) disposable = SingleAssignmentDisposable() def interval(): disposable.disposable = self.invoke_action(action, state) seconds = timespan.total_seconds() log.debug("timeout: %s", seconds) timer = Timer(seconds, interval) timer.setDaemon(True) timer.start() def dispose(): timer.cancel() return CompositeDisposable(disposable, Disposable.create(dispose)) def schedule_absolute(self, duetime, action, state=None): """Schedules an action to be executed after duetime.""" duetime = self.to_datetime(duetime) return self.schedule_relative(duetime - self.now, action, state) def _start_timer(self, period, action): timer = Timer(period, action) timer.setDaemon(True) timer.start() return timer timeout_scheduler = TimeoutScheduler()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 29 💡 Suggestions: Add docstring to function '_start_timer'
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 8
| 1
| 2,028
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport logging\nfrom threading import Timer\nfrom datetime import timedelta\n\nfrom rx.core import Scheduler, Disposable\nfrom rx.disposables import SingleAssignmentDisposable, CompositeDisposable\n\nfrom .schedulerbase import SchedulerBase\n\nlog = logging.getLogger(\"Rx\")\n\n\nclass TimeoutScheduler(SchedulerBase):\n \"\"\"A scheduler that schedules work via a timed callback based upon platform.\"\"\"\n\n def schedule(self, action, state=None):\n \"\"\"Schedules an action to be executed.\"\"\"\n\n disposable = SingleAssignmentDisposable()\n\n def interval():\n disposable.disposable = self.invoke_action(action, state)\n timer = Timer(0, interval)\n timer.setDaemon(True)\n timer.start()\n\n def dispose():\n timer.cancel()\n return CompositeDisposable(disposable, Disposable.create(dispose))\n\n def schedule_relative(self, duetime, action, state=None):\n \"\"\"Schedules an action to be executed after duetime.\"\"\"\n\n scheduler = self\n timespan = self.to_timedelta(duetime)\n if timespan == timedelta(0):\n return scheduler.schedule(action, state)\n\n disposable = SingleAssignmentDisposable()\n\n def interval():\n disposable.disposable = self.invoke_action(action, state)\n\n seconds = timespan.total_seconds()\n log.debug(\"timeout: %s\", seconds)\n timer = Timer(seconds, interval)\n timer.setDaemon(True)\n timer.start()\n\n def dispose():\n timer.cancel()\n\n return CompositeDisposable(disposable, Disposable.create(dispose))\n\n def schedule_absolute(self, duetime, action, state=None):\n \"\"\"Schedules an action to be executed after duetime.\"\"\"\n\n duetime = self.to_datetime(duetime)\n return self.schedule_relative(duetime - self.now, action, state)\n\n def _start_timer(self, period, action):\n timer = Timer(period, action)\n timer.setDaemon(True)\n timer.start()\n\n return timer\n\n\ntimeout_scheduler = TimeoutScheduler()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 29\n\n\ud83d\udca1 Suggestions:\n Add docstring to function '_start_timer'"}]
| false
| null | null | null |
7c52d32a4a5ef2c93209163ebb29e7bf07a94aa5
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import requests from bs4 import BeautifulSoup def Check(auth, mirrors): response = requests.get("https://www.x.org/releases/individual/proto/") html = response.content.decode("utf-8") parsedHtml = BeautifulSoup(html, "html.parser") links = parsedHtml.find_all("a") maxVersionMajor = -1 maxVersionMinor = -1 maxVersionPatch = -1 maxVersionSubpatch = -1 for versionMinor in links: if ("inputproto-" in link.text and ".tar.gz" in link.text and ".sig" not in link.text): version = link.text.split("-")[1].split(".tar.gz")[0].split(".") versionMajor = int(version[0]) versionMinor = int(version[1]) if len(version) == 3: versionPatch = int(version[2]) versionSubpatch = 0 elif len(version) == 2: versionPatch = 0 versionSubpatch = 0 else: versionPatch = int(version[2]) versionSubpatch = int(version[3]) if versionMajor > maxVersionMajor: maxVersionMajor = versionMajor maxVersionMinor = versionMinor maxVersionPatch = versionPatch maxVersionSubpatch = versionSubpatch versionText = link.text.split("-")[1].split(".tar.gz")[0] elif (versionMajor == maxVersionMajor and versionMinor > maxVersionMinor): maxVersionMinor = versionMinor maxVersionPatch = versionPatch maxVersionSubpatch = versionSubpatch versionText = link.text.split("-")[1].split(".tar.gz")[0] elif (versionMajor == maxVersionMajor and versionMinor == maxVersionMinor and versionPatch > maxVersionPatch): maxVersionPatch = versionPatch maxVersionSubpatch = versionSubpatch versionText = link.text.split("-")[1].split(".tar.gz")[0] elif (versionMajor == maxVersionMajor and versionMinor == maxVersionMinor and versionPatch == maxVersionPatch and versionSubpatch > maxVersionSubpatch): maxVersionSubpatch = versionSubpatch versionText = link.text.split("-")[1].split(".tar.gz")[0] return versionText
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "versionMinor" shadows outer scope Severity: LOW Location: Line 15 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
|
intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 2,338
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport requests\nfrom bs4 import BeautifulSoup\n\ndef Check(auth, mirrors):\n response = requests.get(\"https://www.x.org/releases/individual/proto/\")\n html = response.content.decode(\"utf-8\")\n parsedHtml = BeautifulSoup(html, \"html.parser\")\n\n links = parsedHtml.find_all(\"a\")\n\n maxVersionMajor = -1\n maxVersionMinor = -1\n maxVersionPatch = -1\n maxVersionSubpatch = -1\n for versionMinor in links:\n if (\"inputproto-\" in link.text and \".tar.gz\" in link.text\n and \".sig\" not in link.text):\n version = link.text.split(\"-\")[1].split(\".tar.gz\")[0].split(\".\")\n versionMajor = int(version[0])\n versionMinor = int(version[1])\n if len(version) == 3:\n versionPatch = int(version[2])\n versionSubpatch = 0\n elif len(version) == 2:\n versionPatch = 0\n versionSubpatch = 0\n else:\n versionPatch = int(version[2])\n versionSubpatch = int(version[3])\n\n if versionMajor > maxVersionMajor:\n maxVersionMajor = versionMajor\n maxVersionMinor = versionMinor\n maxVersionPatch = versionPatch\n maxVersionSubpatch = versionSubpatch\n versionText = link.text.split(\"-\")[1].split(\".tar.gz\")[0]\n elif (versionMajor == maxVersionMajor\n and versionMinor > maxVersionMinor):\n maxVersionMinor = versionMinor\n maxVersionPatch = versionPatch\n maxVersionSubpatch = versionSubpatch\n versionText = link.text.split(\"-\")[1].split(\".tar.gz\")[0]\n elif (versionMajor == maxVersionMajor\n and versionMinor == maxVersionMinor\n and versionPatch > maxVersionPatch):\n maxVersionPatch = versionPatch\n maxVersionSubpatch = versionSubpatch\n versionText = link.text.split(\"-\")[1].split(\".tar.gz\")[0]\n elif (versionMajor == maxVersionMajor\n and versionMinor == maxVersionMinor\n and versionPatch == maxVersionPatch\n and versionSubpatch > maxVersionSubpatch):\n maxVersionSubpatch = versionSubpatch\n versionText = link.text.split(\"-\")[1].split(\".tar.gz\")[0]\n\n return versionText"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"versionMinor\" shadows outer scope\n Severity: LOW\n\n Location: Line 15\n\n Explanation: Variable name reused in nested scope - may cause confusion\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
7c53272867356ba8303ec22e79720d622e10756c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import string from collections import Counter from datetime import datetime from functools import partial from pathlib import Path from typing import Optional import numpy as np import pandas as pd from scipy.stats.stats import chisquare from tangled_up_in_unicode import block, block_abbr, category, category_long, script from pandas_profiling.config import Settings from pandas_profiling.model.summary_helpers_image import ( def mad(arr: np.ndarray) -> np.ndarray: """Median Absolute Deviation: a "Robust" version of standard deviation. Indices variability of the sample. https://en.wikipedia.org/wiki/Median_absolute_deviation """ return np.median(np.abs(arr - np.median(arr))) def named_aggregate_summary(series: pd.Series, key: str) -> dict: summary = { f"max_{key}": np.max(series), f"mean_{key}": np.mean(series), f"median_{key}": np.median(series), f"min_{key}": np.min(series), } return summary def length_summary(series: pd.Series, summary: dict = None) -> dict: if summary is None: summary = {} length = series.str.len() summary.update({"length": length}) summary.update(named_aggregate_summary(length, "length")) return summary def file_summary(series: pd.Series) -> dict: """ Args: series: series to summarize Returns: """ # Transform stats = series.map(lambda x: os.stat(x)) def convert_datetime(x: float) -> str: return datetime.fromtimestamp(x).strftime("%Y-%m-%d %H:%M:%S") # Transform some more summary = { "file_size": stats.map(lambda x: x.st_size), "file_created_time": stats.map(lambda x: x.st_ctime).map(convert_datetime), "file_accessed_time": stats.map(lambda x: x.st_atime).map(convert_datetime), "file_modified_time": stats.map(lambda x: x.st_mtime).map(convert_datetime), } return summary ... [12 more functiondefs truncated] ...
|
Functions: mad, named_aggregate_summary, length_summary, file_summary, convert_datetime This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 5
| 0
| 2,051
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\r\nimport string\r\nfrom collections import Counter\r\nfrom datetime import datetime\r\nfrom functools import partial\r\nfrom pathlib import Path\r\nfrom typing import Optional\r\n\r\nimport numpy as np\r\nimport pandas as pd\r\nfrom scipy.stats.stats import chisquare\r\nfrom tangled_up_in_unicode import block, block_abbr, category, category_long, script\r\n\r\nfrom pandas_profiling.config import Settings\r\nfrom pandas_profiling.model.summary_helpers_image import (\r\ndef mad(arr: np.ndarray) -> np.ndarray:\r\n \"\"\"Median Absolute Deviation: a \"Robust\" version of standard deviation.\r\n Indices variability of the sample.\r\n https://en.wikipedia.org/wiki/Median_absolute_deviation\r\n \"\"\"\r\n return np.median(np.abs(arr - np.median(arr)))\r\n\r\n\r\ndef named_aggregate_summary(series: pd.Series, key: str) -> dict:\r\n summary = {\r\n f\"max_{key}\": np.max(series),\r\n f\"mean_{key}\": np.mean(series),\r\n f\"median_{key}\": np.median(series),\r\n f\"min_{key}\": np.min(series),\r\n }\r\n\r\n return summary\r\n\r\n\r\ndef length_summary(series: pd.Series, summary: dict = None) -> dict:\r\n if summary is None:\r\n summary = {}\r\n\r\n length = series.str.len()\r\n\r\n summary.update({\"length\": length})\r\n summary.update(named_aggregate_summary(length, \"length\"))\r\n\r\n return summary\r\n\r\n\r\ndef file_summary(series: pd.Series) -> dict:\r\n \"\"\"\r\n\r\n Args:\r\n series: series to summarize\r\n\r\n Returns:\r\n\r\n \"\"\"\r\n\r\n # Transform\r\n stats = series.map(lambda x: os.stat(x))\r\n\r\n def convert_datetime(x: float) -> str:\r\n return datetime.fromtimestamp(x).strftime(\"%Y-%m-%d %H:%M:%S\")\r\n\r\n # Transform some more\r\n summary = {\r\n \"file_size\": stats.map(lambda x: x.st_size),\r\n \"file_created_time\": stats.map(lambda x: x.st_ctime).map(convert_datetime),\r\n \"file_accessed_time\": stats.map(lambda x: x.st_atime).map(convert_datetime),\r\n \"file_modified_time\": stats.map(lambda x: x.st_mtime).map(convert_datetime),\r\n }\r\n return summary\r\n\r\n\r\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: mad, named_aggregate_summary, length_summary, file_summary, convert_datetime\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c53ef04b71561a704af8d84b7b218d0cc32e017
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Author: Anurag Ranjan # Copyright (c) 2019, Anurag Ranjan # All rights reserved. # based on github.com/ClementPinard/SfMLearner-Pytorch from __future__ import division import torch from torch.autograd import Variable def set_id_grid(depth): global pixel_coords b, h, w = depth.size() i_range = Variable(torch.arange(0, h).view(1, h, 1).expand(1,h,w)).type_as(depth) # [1, H, W] j_range = Variable(torch.arange(0, w).view(1, 1, w).expand(1,h,w)).type_as(depth) # [1, H, W] ones = Variable(torch.ones(1,h,w)).type_as(depth) pixel_coords = torch.stack((j_range, i_range, ones), dim=1) # [1, 3, H, W] def check_sizes(input, input_name, expected): condition = [input.ndimension() == len(expected)] for i,size in enumerate(expected): if size.isdigit(): condition.append(input.size(i) == int(size)) assert(all(condition)), "wrong size for {}, expected {}, got {}".format(input_name, 'x'.join(expected), list(input.size()))
|
def pixel2cam(depth, intrinsics_inv): global pixel_coords """Transform coordinates in the pixel frame to the camera frame. Args: depth: depth maps -- [B, H, W] intrinsics_inv: intrinsics_inv matrix for each element of batch -- [B, 3, 3] Returns: array of (u,v,1) cam coordinates -- [B, 3, H, W] """ b, h, w = depth.size() if (pixel_coords is None) or pixel_coords.size(2) != h or pixel_coords.size(3) != w: set_id_grid(depth) current_pixel_coords = pixel_coords[:,:,:h,:w].expand(b,3,h,w).contiguous().view(b, 3, -1) # [B, 3, H*W] cam_coords = intrinsics_inv.bmm(current_pixel_coords).view(b, 3, h, w) return cam_coords * depth.unsqueeze(1) ... [9 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 1,748
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Author: Anurag Ranjan\n# Copyright (c) 2019, Anurag Ranjan\n# All rights reserved.\n# based on github.com/ClementPinard/SfMLearner-Pytorch\n\nfrom __future__ import division\nimport torch\nfrom torch.autograd import Variable\n\ndef set_id_grid(depth):\n global pixel_coords\n b, h, w = depth.size()\n i_range = Variable(torch.arange(0, h).view(1, h, 1).expand(1,h,w)).type_as(depth) # [1, H, W]\n j_range = Variable(torch.arange(0, w).view(1, 1, w).expand(1,h,w)).type_as(depth) # [1, H, W]\n ones = Variable(torch.ones(1,h,w)).type_as(depth)\n\n pixel_coords = torch.stack((j_range, i_range, ones), dim=1) # [1, 3, H, W]\n\n\ndef check_sizes(input, input_name, expected):\n condition = [input.ndimension() == len(expected)]\n for i,size in enumerate(expected):\n if size.isdigit():\n condition.append(input.size(i) == int(size))\n assert(all(condition)), \"wrong size for {}, expected {}, got {}\".format(input_name, 'x'.join(expected), list(input.size()))"}, {"role": "assistant", "content": "\ndef pixel2cam(depth, intrinsics_inv):\n global pixel_coords\n \"\"\"Transform coordinates in the pixel frame to the camera frame.\n Args:\n depth: depth maps -- [B, H, W]\n intrinsics_inv: intrinsics_inv matrix for each element of batch -- [B, 3, 3]\n Returns:\n array of (u,v,1) cam coordinates -- [B, 3, H, W]\n \"\"\"\n b, h, w = depth.size()\n if (pixel_coords is None) or pixel_coords.size(2) != h or pixel_coords.size(3) != w:\n set_id_grid(depth)\n current_pixel_coords = pixel_coords[:,:,:h,:w].expand(b,3,h,w).contiguous().view(b, 3, -1) # [B, 3, H*W]\n cam_coords = intrinsics_inv.bmm(current_pixel_coords).view(b, 3, h, w)\n return cam_coords * depth.unsqueeze(1)\n\n\n\n ... [9 more functiondefs truncated] ..."}]
| false
| null | null | null |
7c54e5deea62f99049023a90de0d70c094863c10
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Lint as: python2, python3 # Copyright 2020 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== class EGDD(optimizer.Optimizer): """A version of GD Momentum with adaptive gain and learning rate. Exponentiated Gradient Delta-delta optimizer starts with a local gain of 1.0 for every weight and a ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: applies: momentum <- mu * momentum + learning_rate * gain * grad var <- var - lr_scale * momentum
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 923
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Lint as: python2, python3\n# Copyright 2020 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# ==============================================================================\nclass EGDD(optimizer.Optimizer):\n \"\"\"A version of GD Momentum with adaptive gain and learning rate.\n\n Exponentiated Gradient Delta-delta optimizer starts with a local gain of 1.0\n for every weight and a \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 applies:\n\n momentum <- mu * momentum + learning_rate * gain * grad\n var <- var - lr_scale * momentum"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c5685982f284836ad84a3186b0e3af7e951a8fa
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # This file shows how to implement a single hidden layer neural network for # performing binary classification on the GPU using cudamat. from __future__ import division import pdb import time import numpy as np import cudamat as cm from cudamat import learn as cl import util # initialize CUDA
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 0
| 0
| 295
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# This file shows how to implement a single hidden layer neural network for\n# performing binary classification on the GPU using cudamat.\n\nfrom __future__ import division\nimport pdb\nimport time\nimport numpy as np\nimport cudamat as cm\nfrom cudamat import learn as cl\nimport util\n\n# initialize CUDA"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
7c56c7d2316646a3222e3085d34d2f51b63f5dac
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from __future__ import division import numpy as np from ..constants import molwt def regress(emissions, beta=np.array([2.8249e-4, 1.0695e-4, -9.3604e-4, 99.7831e-4])): """Calculates tropospheric ozone forcing from precursor emissions. Inputs: (nt x 40) emissions array Keywords: beta: 4-element array of regression coefficients of precursor radiative efficiency, W m-2 (Mt yr-1)-1. order is [CH4, CO, NMVOC, NOx] Outputs: tropospheric ozone ERF time series. """ if emissions.ndim==2: em_CH4, em_CO, em_NMVOC, em_NOx = emissions[:,[3, 6, 7, 8]].T else: em_CH4, em_CO, em_NMVOC, em_NOx = emissions[[3, 6, 7, 8]] F_CH4 = beta[0] * em_CH4 F_CO = beta[1] * em_CO F_NMVOC = beta[2] * em_NMVOC F_NOx = beta[3] * em_NOx F = F_CH4 + F_CO + F_NMVOC + F_NOx return F def cmip6_stevenson(emissions, C_CH4, T=0, feedback=False, PI=np.array([722, 170, 10, 4.29]), beta=np.array([1.77871043e-04, 5.80173377e-05, 2.09151270e-03, 1.94458719e-04])): """Calculates tropospheric ozone forcing from precursor emissions based on Stevenson et al, 2013 10.5194/acp-13-3063-2013 Inputs: emissions: (nt x 40) numpy array C_CH4 : (nt) numpy array of methane concentrations, ppb Keywords: T : change in surface temperature since pre-industrial feedback : True or False - include temperature feedback on ozone forcing? PI: : 4-element array of pre-industrial CH4 concentrations, CO emissions, NMVOC emissions and NOx emissions beta: : coefficients of how CH4 concentrations, CO emissions, NMVOC emissions and NOx emissions affect forcing Outputs: tropospheric ozone ERF time series. """ # expand to 2D/1D if not already if emissions.ndim == 1: nspec = len(emissions) emissions = emissions.reshape((1, nspec)) if np.isscalar(C_CH4): C_CH4 = np.ones(1)*C_CH4 year, em_CO, em_NMVOC, em_NOx = emissions[:,[0, 6, 7, 8]].T nt = len(year) F_CH4, F_CO, F_NMVOC, F_NOx = np.zeros((4,nt)) for i in range(nt): F_CH4[i] = beta[0] * (C_CH4[i]-PI[0]) F_CO[i] = beta[1] * (em_CO[i]-PI[1]) F_NMVOC[i] = beta[2] * (em_NMVOC[i]-PI[2]) F_NOx[i] = beta[3] * (em_NOx[i]-PI[3]) # Include the effect of climate feedback? We fit a curve to the 2000, 2030 # and 2100 best estimates of feedback based on middle-of-the-road # temperature projections. ... [3 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 9 Block at line 7 has no indented body Invalid syntax at line 81: ... [3 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 33 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 41 Unexpected indentation at line 45 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 78 Unexpected indentation at line 79 ✨ Improvements: Complete the expression on the last line Add closing quote at line 9 Review syntax near the error location
|
intermediate
|
general
|
code_review
|
Pythoncode:Python
| 2
| 0
| 2,713
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom __future__ import division\n\nimport numpy as np\nfrom ..constants import molwt\n\ndef regress(emissions,\n beta=np.array([2.8249e-4, 1.0695e-4, -9.3604e-4, 99.7831e-4])):\n\n \"\"\"Calculates tropospheric ozone forcing from precursor emissions.\n\n Inputs: (nt x 40) emissions array\n\n Keywords:\n beta: 4-element array of regression coefficients of precursor\n radiative efficiency, W m-2 (Mt yr-1)-1.\n order is [CH4, CO, NMVOC, NOx]\n\n Outputs:\n tropospheric ozone ERF time series.\n \"\"\"\n\n if emissions.ndim==2:\n em_CH4, em_CO, em_NMVOC, em_NOx = emissions[:,[3, 6, 7, 8]].T\n else:\n em_CH4, em_CO, em_NMVOC, em_NOx = emissions[[3, 6, 7, 8]]\n\n F_CH4 = beta[0] * em_CH4\n F_CO = beta[1] * em_CO\n F_NMVOC = beta[2] * em_NMVOC\n F_NOx = beta[3] * em_NOx\n\n F = F_CH4 + F_CO + F_NMVOC + F_NOx\n return F\n\n\ndef cmip6_stevenson(emissions, C_CH4, T=0, feedback=False,\n PI=np.array([722, 170, 10, 4.29]), \n beta=np.array([1.77871043e-04, 5.80173377e-05, 2.09151270e-03,\n 1.94458719e-04])):\n \"\"\"Calculates tropospheric ozone forcing from precursor emissions based on\n Stevenson et al, 2013 10.5194/acp-13-3063-2013\n\n Inputs:\n emissions: (nt x 40) numpy array \n C_CH4 : (nt) numpy array of methane concentrations, ppb\n\n Keywords:\n T : change in surface temperature since pre-industrial\n feedback : True or False - include temperature feedback on ozone\n forcing?\n PI: : 4-element array of pre-industrial CH4 concentrations,\n CO emissions, NMVOC emissions and NOx emissions\n beta: : coefficients of how CH4 concentrations, CO emissions,\n NMVOC emissions and NOx emissions affect forcing\n\n Outputs:\n tropospheric ozone ERF time series.\n \"\"\"\n\n # expand to 2D/1D if not already\n if emissions.ndim == 1:\n nspec = len(emissions)\n emissions = emissions.reshape((1, nspec))\n if np.isscalar(C_CH4):\n C_CH4 = np.ones(1)*C_CH4\n\n year, em_CO, em_NMVOC, em_NOx = emissions[:,[0, 6, 7, 8]].T\n nt = len(year)\n F_CH4, F_CO, F_NMVOC, F_NOx = np.zeros((4,nt))\n\n for i in range(nt):\n F_CH4[i] = beta[0] * (C_CH4[i]-PI[0])\n F_CO[i] = beta[1] * (em_CO[i]-PI[1])\n F_NMVOC[i] = beta[2] * (em_NMVOC[i]-PI[2])\n F_NOx[i] = beta[3] * (em_NOx[i]-PI[3])\n\n # Include the effect of climate feedback? We fit a curve to the 2000, 2030\n # and 2100 best estimates of feedback based on middle-of-the-road\n # temperature projections.\n\n ... [3 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 9\n Block at line 7 has no indented body\n Invalid syntax at line 81: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 33\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 41\n Unexpected indentation at line 45\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 9\n Review syntax near the error location"}]
| false
| null | null | null |
7c5785c50891073f1d8d050a467303e1d02503f4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import uuid from invenio_indexer.api import RecordIndexer from invenio_pidstore.models import PersistentIdentifier, PIDStatus from invenio_records_draft.api import RecordContext from invenio_records_draft.proxies import current_drafts from invenio_search import RecordsSearch,
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • SyntaxError: trailing comma not allowed without surrounding parentheses at line 7 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 277
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport uuid\n\nfrom invenio_indexer.api import RecordIndexer\nfrom invenio_pidstore.models import PersistentIdentifier, PIDStatus\nfrom invenio_records_draft.api import RecordContext\nfrom invenio_records_draft.proxies import current_drafts\nfrom invenio_search import RecordsSearch,"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 SyntaxError: trailing comma not allowed without surrounding parentheses at line 7\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c57f754fa08c4237dd780441aaf7916aa4b730c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import subprocess from collections import namedtuple import gi class Camera: """""" def __init__(self, serial, width, height, framerate, color, liveview): """ Constructor. Creates the sink pipeline and the source pipeline. :param serial: Serial number of the camera to use. :param width: Width of the video format, e.g. 640, 1920 etc, :param height: Height of the video format, e.g. 480, 1080 :param framerate: Numerator of the frame rate, e.g. 15, 30, 60 etc :param color: If True, color is used, else gray scale :param liveview: If True an own live window is opened. """ Gst.init([]) self.height = height self.width = width self.sample = None self.samplelocked = False self.newsample = False self.pid = -1 self.__remove_tmp_file() # Complete this line if not color: pixelformat = "GRAY8" if liveview: p = 'tcambin serial="%s" name=source ! video/x-raw,format=%s,width=%d,height=%d,framerate=%d/1' % (serial, pixelformat, width, height, framerate,) p += ' ! tee name=t' p += ' t. ! queue ! videoconvert ! video/x-raw,format=RGB ,width=%d,height=%d,framerate=%d/1! shmsink socket-path=/tmp/ros_mem' % (width, height, framerate,) p += ' t. ! queue ! videoconvert ! ximagesink' else: p = 'tcambin serial="%s" name=source ! video/x-raw,format=%s,width=%d,height=%d,framerate=%d/1' % ( serial, pixelformat, width, height, framerate,) p += ' ! videoconvert ! video/x-raw,format=RGB ,width=%d,height=%d,framerate=%d/1! shmsink socket-path=/tmp/ros_mem' % (width, height, framerate,) print(p) try: self.pipeline = Gst.parse_launch(p) except GLib.Error as error: raise RuntimeError("Error creating pipeline: {0}".format(error)) self.pipeline.set_state(Gst.State.READY) if self.pipeline.get_state(10 * Gst.SECOND)[0] != Gst.StateChangeReturn.SUCCESS: raise RuntimeError("Failed to start video stream.") # Query a pointer to our source, so we can set properties. self.source = self.pipeline.get_by_name("source") # Create gscam_config variable with content gscam = 'shmsrc socket-path=/tmp/ros_mem ! video/x-raw-rgb, width=%d,height=%d,framerate=%d/1' % (width, height, framerate,) gscam += ',bpp=24,depth=24,blue_mask=16711680, green_mask=65280, red_mask=255 ! ffmpegcolorspace' os.environ["GSCAM_CONFIG"] = gscam ... [7 more functiondefs truncated] ...
|
The missing line is: pixelformat = "BGRx"
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 2,671
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport subprocess\nfrom collections import namedtuple\nimport gi\n\nclass Camera:\n \"\"\"\"\"\"\n def __init__(self, serial, width, height, framerate, color, liveview):\n \"\"\" Constructor.\n Creates the sink pipeline and the source pipeline.\n\n :param serial: Serial number of the camera to use.\n :param width: Width of the video format, e.g. 640, 1920 etc,\n :param height: Height of the video format, e.g. 480, 1080\n :param framerate: Numerator of the frame rate, e.g. 15, 30, 60 etc\n :param color: If True, color is used, else gray scale\n :param liveview: If True an own live window is opened.\n \"\"\"\n Gst.init([])\n self.height = height\n self.width = width\n self.sample = None\n self.samplelocked = False\n self.newsample = False\n self.pid = -1\n\n self.__remove_tmp_file()\n\n # Complete this line\n if not color:\n pixelformat = \"GRAY8\"\n\n if liveview:\n p = 'tcambin serial=\"%s\" name=source ! video/x-raw,format=%s,width=%d,height=%d,framerate=%d/1' % (serial, pixelformat, width, height, framerate,)\n p += ' ! tee name=t'\n p += ' t. ! queue ! videoconvert ! video/x-raw,format=RGB ,width=%d,height=%d,framerate=%d/1! shmsink socket-path=/tmp/ros_mem' % (width, height, framerate,)\n p += ' t. ! queue ! videoconvert ! ximagesink'\n else:\n p = 'tcambin serial=\"%s\" name=source ! video/x-raw,format=%s,width=%d,height=%d,framerate=%d/1' % (\n serial, pixelformat, width, height, framerate,)\n p += ' ! videoconvert ! video/x-raw,format=RGB ,width=%d,height=%d,framerate=%d/1! shmsink socket-path=/tmp/ros_mem' % (width, height, framerate,)\n\n print(p)\n\n try:\n self.pipeline = Gst.parse_launch(p)\n except GLib.Error as error:\n raise RuntimeError(\"Error creating pipeline: {0}\".format(error))\n\n\n self.pipeline.set_state(Gst.State.READY)\n if self.pipeline.get_state(10 * Gst.SECOND)[0] != Gst.StateChangeReturn.SUCCESS:\n raise RuntimeError(\"Failed to start video stream.\")\n # Query a pointer to our source, so we can set properties.\n self.source = self.pipeline.get_by_name(\"source\")\n\n # Create gscam_config variable with content\n gscam = 'shmsrc socket-path=/tmp/ros_mem ! video/x-raw-rgb, width=%d,height=%d,framerate=%d/1' % (width, height, framerate,)\n gscam += ',bpp=24,depth=24,blue_mask=16711680, green_mask=65280, red_mask=255 ! ffmpegcolorspace'\n os.environ[\"GSCAM_CONFIG\"] = gscam\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n pixelformat = \"BGRx\""}]
| false
| null | null | null |
7c591440c5e8dee3c070bc7ca52d3ba19f2b4743
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from typing import Dict, Any from yaml import load def get_config() -> Dict[str, Any]: try: return load(open('config/config.yml').read()) except Exception as e: raise Exception('ERROR: Missing config/config.yml file.') from e CONFIG = get_config()
|
Functions: get_config This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 274
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom typing import Dict, Any\nfrom yaml import load\n\ndef get_config() -> Dict[str, Any]:\n try:\n return load(open('config/config.yml').read())\n except Exception as e:\n raise Exception('ERROR: Missing config/config.yml file.') from e\n\nCONFIG = get_config()"}, {"role": "assistant", "content": " Functions: get_config\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c59c1fafc0db31d12d2731c296964f8cac7b7ce
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Author: Tillmann Falck <tf-raman@lucidus.de> # # License: BSD 3 clause # # SPDX-License-Identifier: BSD-3-Clause import collections
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF Fixes: • Complete the expression on the last line
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 134
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Author: Tillmann Falck <tf-raman@lucidus.de>\n#\n# License: BSD 3 clause\n#\n# SPDX-License-Identifier: BSD-3-Clause\n\nimport collections"}, {"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
|
7c59df650fcdcb09e11e3c4ab2f95de326942e41
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- import json from TM1py.Objects.TM1Object import TM1Object class ElementAttribute(TM1Object): """ Abstraction of TM1 Element Attributes """ valid_types = ['NUMERIC', 'STRING', 'ALIAS'] def __init__(self, name, attribute_type): self.name = name self.attribute_type = attribute_type @property def name(self): return self._name @name.setter def name(self, value): self._name = value @property def attribute_type(self): return self._attribute_type @attribute_type.setter def att
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 9 • Invalid syntax at line 31: def att Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 10
| 1
| 599
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport json\n\nfrom TM1py.Objects.TM1Object import TM1Object\n\n\nclass ElementAttribute(TM1Object):\n \"\"\" Abstraction of TM1 Element Attributes\n \n \"\"\"\n valid_types = ['NUMERIC', 'STRING', 'ALIAS']\n\n def __init__(self, name, attribute_type):\n self.name = name\n self.attribute_type = attribute_type\n\n @property\n def name(self):\n return self._name\n\n @name.setter\n def name(self, value):\n self._name = value\n\n @property\n def attribute_type(self):\n return self._attribute_type\n\n @attribute_type.setter\n def att"}, {"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 Invalid syntax at line 31: def att\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c5bc0acf118170063960ef1b43392c65c34384f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from sqlalchemy import exc from sqlalchemy.sql.expression import func from models import Watchlist, Portfolio, Activity from app import db import metric def buy_stock(ticker, units): unit_price = metric.get_price(ticker) total_price = units * unit_price max_id = db.session.query(func.max(Activity.activity_id)).scalar() if max_id is None: old_buying_power = 100000 else: old_buying_power = Activity.query.filter(Activity.activity_id = max_id).all()[0].buying_power new_buying_power = old_buying_power - total_price if new_buying_power > 0: try: db.session.add( Activity(ticker=ticker, units=units, order_type= "b", unit_price=unit_price, total_price=total_price, buying_power=new_buying_power) ) update_portfolio_buy(ticker, units, total_price) db.session.commit() return { 'status': True, 'error': None } except exc.SQLAlchemyError: return { 'status': False, 'error': 'database error' } else: return { 'status': False, 'error': 'Insufficient Funds' } def sell_stock(ticker, units): unit_price = metric.get_price(ticker) row = Portfolio.query.filter(Portfolio.ticker == ticker).all() if len(row): available_units = int(row[0].total_units) units = min(available_units, units) if units >= 1 else int(available_units*units) total_price = units * unit_price max_id = db.session.query(func.max(Activity.activity_id)).scalar() old_buying_power = Activity.query.filter(Activity.activity_id == max_id).all()[0].buying_power new_buying_power = old_buying_power + total_price try: db.session.add( Activity(ticker=ticker, units=units, order_type= "s", unit_price=unit_price, total_price=total_price, buying_power=new_buying_power) ) update_portfolio_sell(ticker, units, total_price) db.session.commit() return { 'status': True, 'amount': units, 'error': None } except exc.SQLAlchemyError: return { 'status': False, 'error': 'database error' } else: return { 'status': False, 'error': 'No Stock by this name' } def update_portfolio_buy(ticker, units, total_price): row = Portfolio.query.filter(Portfolio.ticker == ticker).all() if len(row): row[0].total_units = int(row[0].total_units) + units row[0].total_invested = int(row[0].total_invested) + total_price else: db.session.add( Portfolio(ticker=ticker, total_units=units, total_invested=total_price) ) ... [6 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • SyntaxError: expression cannot contain assignment, perhaps you meant "=="? at line 16 Fix: Change operator back to correct one
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 2,659
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom sqlalchemy import exc\nfrom sqlalchemy.sql.expression import func\nfrom models import Watchlist, Portfolio, Activity\nfrom app import db\nimport metric\n\n\ndef buy_stock(ticker, units):\n unit_price = metric.get_price(ticker)\n total_price = units * unit_price\n max_id = db.session.query(func.max(Activity.activity_id)).scalar()\n \n if max_id is None:\n old_buying_power = 100000\n else:\n old_buying_power = Activity.query.filter(Activity.activity_id = max_id).all()[0].buying_power\n \n new_buying_power = old_buying_power - total_price\n\n if new_buying_power > 0:\n try:\n db.session.add( Activity(ticker=ticker, \n units=units, order_type= \"b\", unit_price=unit_price, total_price=total_price, buying_power=new_buying_power) )\n update_portfolio_buy(ticker, units, total_price)\n db.session.commit()\n return { 'status': True, 'error': None }\n except exc.SQLAlchemyError:\n return { 'status': False, 'error': 'database error' }\n else:\n return { 'status': False, 'error': 'Insufficient Funds' }\n\ndef sell_stock(ticker, units):\n unit_price = metric.get_price(ticker)\n row = Portfolio.query.filter(Portfolio.ticker == ticker).all()\n if len(row):\n available_units = int(row[0].total_units)\n units = min(available_units, units) if units >= 1 else int(available_units*units)\n total_price = units * unit_price\n\n max_id = db.session.query(func.max(Activity.activity_id)).scalar()\n old_buying_power = Activity.query.filter(Activity.activity_id == max_id).all()[0].buying_power\n new_buying_power = old_buying_power + total_price\n\n try:\n db.session.add( Activity(ticker=ticker, \n units=units, order_type= \"s\", unit_price=unit_price, total_price=total_price, buying_power=new_buying_power) )\n update_portfolio_sell(ticker, units, total_price)\n db.session.commit()\n return { 'status': True, 'amount': units, 'error': None }\n except exc.SQLAlchemyError:\n return { 'status': False, 'error': 'database error' }\n else:\n return { 'status': False, 'error': 'No Stock by this name' }\n\ndef update_portfolio_buy(ticker, units, total_price):\n row = Portfolio.query.filter(Portfolio.ticker == ticker).all()\n if len(row):\n row[0].total_units = int(row[0].total_units) + units\n row[0].total_invested = int(row[0].total_invested) + total_price\n else:\n db.session.add( Portfolio(ticker=ticker, total_units=units, total_invested=total_price) )\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 SyntaxError: expression cannot contain assignment, perhaps you meant \"==\"? at line 16\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
7c5c4475e9ffb17b4a7ed0975ab0f7646445b8ba
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: def fit_to_grid(co, grid): x, y, z = round(co[0] / grid) * grid, round(co[1] / grid) * grid, round(co[2] / grid) * grid return round(x, 5), round(y, 5), round(z, 5) class VIEW3D_OT_ke_fit2grid(bpy.types.Operator): bl_idname = "view3d.ke_fit2grid" bl_label = "Fit2Grid" bl_description = "EDIT: Snaps verts of selected VERTS/EDGES/FACES to nearest set world grid step." bl_options = {'REGISTER', 'UNDO'} set_grid: bpy.props.FloatProperty() @classmethod def poll(cls, context): return context.object is not None def execute(self, context): if not self.set_grid: grid_setting = bpy.context.scene.kekit.fit2grid else: grid_setting = self.set_grid obj = context.object if obj.type == 'MESH' and obj.data.is_editmode: od = obj.data bm = bmesh.from_edit_mesh(od) obj_mtx = obj.matrix_world.copy() verts = [v for v in bm.verts if v.select] if verts: vert_cos = [obj_mtx @ v.co for v in verts] ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: modified = [] for v,co in zip(verts, vert_cos): new_coords = fit_to_grid(co, grid_setting) old_coords = tuple([round(i, 5) for i in co])
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 5
| 1
| 1,072
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndef fit_to_grid(co, grid):\n x, y, z = round(co[0] / grid) * grid, round(co[1] / grid) * grid, round(co[2] / grid) * grid\n return round(x, 5), round(y, 5), round(z, 5)\n\n\nclass VIEW3D_OT_ke_fit2grid(bpy.types.Operator):\n bl_idname = \"view3d.ke_fit2grid\"\n bl_label = \"Fit2Grid\"\n bl_description = \"EDIT: Snaps verts of selected VERTS/EDGES/FACES to nearest set world grid step.\"\n bl_options = {'REGISTER', 'UNDO'}\n\n set_grid: bpy.props.FloatProperty()\n\n @classmethod\n def poll(cls, context):\n return context.object is not None\n\n def execute(self, context):\n if not self.set_grid:\n grid_setting = bpy.context.scene.kekit.fit2grid\n else:\n grid_setting = self.set_grid\n\n obj = context.object\n\n if obj.type == 'MESH' and obj.data.is_editmode:\n od = obj.data\n bm = bmesh.from_edit_mesh(od)\n obj_mtx = obj.matrix_world.copy()\n\n verts = [v for v in bm.verts if v.select]\n\n if verts:\n vert_cos = [obj_mtx @ v.co for v in verts]\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n modified = []\n\n for v,co in zip(verts, vert_cos):\n new_coords = fit_to_grid(co, grid_setting)\n old_coords = tuple([round(i, 5) for i in co])"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
7c5c6bcf1d0acee591337a1dbb0080fdcf270c1f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import unittest from pyavl3 import AVLTree class AVLTreeUpdateTest(unittest.TestCase): def test_add_one(self): a = AVLTree() a.update({1:'a'}) self.assertEqual(len(a), 1)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 1
| 201
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport unittest\nfrom pyavl3 import AVLTree\n\n\nclass AVLTreeUpdateTest(unittest.TestCase):\n def test_add_one(self):\n a = AVLTree()\n a.update({1:'a'})\n self.assertEqual(len(a), 1)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7c5d7a1fdf2039a9a74d4beb4a72efeb34b5199f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 def binary(code, max, bits): ret = [] for i in range(max): ret.append(bits[code[i]]) return int(''.join(ret), base=2) mid = 0 with open('input5.txt') as f: for line in f.readlines(): line = line[:-1] row = binary(line[:7], 7, {'F': '0', 'B': '1'}) col = binary(line[7:], 3, {'R': '1', 'L': '0'}) sid = row * 8 + col mid = sid if sid > mid else mid print(mid)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 💡 Suggestions: Remove debug print() at line 21 before production
|
intermediate
|
general
|
debugging
|
Pythoncode:Python
| 1
| 0
| 453
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\n\ndef binary(code, max, bits):\n ret = []\n\n for i in range(max):\n ret.append(bits[code[i]])\n\n return int(''.join(ret), base=2)\n\nmid = 0\n\nwith open('input5.txt') as f:\n for line in f.readlines():\n line = line[:-1]\n row = binary(line[:7], 7, {'F': '0', 'B': '1'})\n col = binary(line[7:], 3, {'R': '1', 'L': '0'})\n sid = row * 8 + col\n mid = sid if sid > mid else mid\n\nprint(mid)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 21 before production"}]
| false
| null | null | null |
7c5e0af3e6fbbe4ea83ab673bc82739437ec8f74
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ custom_stocks_py base module. This is the principal module of the custom_stocks_py project. here you put your main classes and objects. Be creative! do whatever you want! If you want to replace this with a Flask application run: $ make init and then choose `flask` as template. """ class BaseClass: def base_method(self) -> str: """ Base method. """ return "hello from BaseClass" def __call__(self) -> str: return self.base_method() def base_function() -> str: """ Base function. """ return "hello from base function"
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 Block at line 9 has no indented body ⚠️ Warnings: Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 30 💡 Suggestions: Add closing quote at line 1 Add docstring to class 'BaseClass'
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 3
| 1
| 600
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\ncustom_stocks_py base module.\n\nThis is the principal module of the custom_stocks_py project.\nhere you put your main classes and objects.\n\nBe creative! do whatever you want!\n\nIf you want to replace this with a Flask application run:\n\n $ make init\n\nand then choose `flask` as template.\n\"\"\"\n\n\nclass BaseClass:\n def base_method(self) -> str:\n \"\"\"\n Base method.\n \"\"\"\n return \"hello from BaseClass\"\n\n def __call__(self) -> str:\n return self.base_method()\n\n\ndef base_function() -> str:\n \"\"\"\n Base function.\n \"\"\"\n return \"hello from base function\""}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n Block at line 9 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 30\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Add docstring to class 'BaseClass'"}]
| false
| null | null | null |
7c5e5eb731f86fd4dc537483a440f05753a38fab
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python import SimpleHTTPServer import SocketServer import logging PORT = 8000 class GetHandler(SimpleHTTPServer.SimpleHTTPRequestHandler): def do_GET(self): self.send_response(200) self.send_header('Content-type','text/html') self.end_headers() self.wfile.write("Hello World ! '{}'".format(self.path) return for i in range(4): Handler = GetHandler httpd = SocketServer.TCPServer(("", PORT + i), Handler) httpd.serve_forever()
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 14 - expected ')' • SyntaxError: '(' was never closed at line 14 Fixes: • Add closing ')' bracket • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 500
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport SimpleHTTPServer\nimport SocketServer\nimport logging\n\nPORT = 8000\n\nclass GetHandler(SimpleHTTPServer.SimpleHTTPRequestHandler):\n def do_GET(self):\n self.send_response(200)\n self.send_header('Content-type','text/html')\n self.end_headers()\n self.wfile.write(\"Hello World ! '{}'\".format(self.path)\n return\n\nfor i in range(4):\n Handler = GetHandler\n httpd = SocketServer.TCPServer((\"\", PORT + i), Handler)\n httpd.serve_forever()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 14 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 14\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7c5fa2ddc156126b4dccbe0c281c6059666eccf4
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 # Usage: # $0 -o log.txt products/ # # concatenates .log files (even those in subdirs or .zip) and combines into a single combined.log from xdfile.utils import find_files_with_time, open_output, get_args import boto3 # from boto.s3.connection import S3Connection import os def main(): args = get_args('aggregates all .log files') outf = open_output() s3 = boto3.resource('s3') s3path = "logs/" # bucket = conn.get_bucket(s3path) bucket = s3.Bucket(os.environ['DOMAIN']) for obj in sorted(bucket.objects.all(), key=lambda x: x.last_modified): # last_modified if s3path in obj.key: print("Name: %s LastModified:%s" % (obj.key.encode('utf-8'), obj.last_modified)) for fn, contents, dt in sorted(find_files_with_time(*args.inputs, ext=".log"), key=lambda x: x[2]): # earliest first outf.write_file(fn, contents.decode("utf-8")) main()
|
Functions: main This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 934
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# Usage:\n# $0 -o log.txt products/\n#\n# concatenates .log files (even those in subdirs or .zip) and combines into a single combined.log\n\nfrom xdfile.utils import find_files_with_time, open_output, get_args\nimport boto3\n# from boto.s3.connection import S3Connection\nimport os\n\n\ndef main():\n args = get_args('aggregates all .log files')\n outf = open_output()\n\n s3 = boto3.resource('s3')\n s3path = \"logs/\"\n # bucket = conn.get_bucket(s3path)\n bucket = s3.Bucket(os.environ['DOMAIN'])\n\n for obj in sorted(bucket.objects.all(), key=lambda x: x.last_modified):\n # last_modified\n if s3path in obj.key:\n print(\"Name: %s LastModified:%s\" % (obj.key.encode('utf-8'), obj.last_modified))\n\n for fn, contents, dt in sorted(find_files_with_time(*args.inputs, ext=\".log\"), key=lambda x: x[2]): # earliest first\n outf.write_file(fn, contents.decode(\"utf-8\"))\n\nmain()"}, {"role": "assistant", "content": " Functions: main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c605332955c4b043be9f4d88d8eb7ca6bb505c8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Checks for broken links in the book chapters, printing the status of each link found to stdout. # The Python package 'requests' must be installed and available for this simple module to work. # Author: David Maxwell # Date: 2017-02-14 import re import requests def main(chapters_list_filename, hide_success=True): """ hide_success = a boolean switch that determines whether to show URLs that return a HTTP 200. If set to true, only URLs that fail will be printed. """ chapters_f = open(chapters_list_filename, 'r') pattern = re.compile(r'\[([^]]+)]\(\s*(http[s]?://[^)]+)\s*\)') # http://stackoverflow.com/a/23395483 print 'filename\tline_no\ttitle\turl\tstatus_code' for filename in chapters_f: filename = filename.strip() if not filename or filename.startswith('{'): # Skip non-filename lines continue chapter_f = open(filename, 'r') line_no = 1 for line in chapter_f:
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 9 • Unmatched closing bracket ']' at line 14 • Unmatched closing bracket ')' at line 14 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 909
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Checks for broken links in the book chapters, printing the status of each link found to stdout.\n# The Python package 'requests' must be installed and available for this simple module to work.\n# Author: David Maxwell\n# Date: 2017-02-14\nimport re\nimport requests\n\ndef main(chapters_list_filename, hide_success=True):\n\t\"\"\"\n\thide_success = a boolean switch that determines whether to show URLs that return a HTTP 200.\n\tIf set to true, only URLs that fail will be printed.\n\t\"\"\"\n\tchapters_f = open(chapters_list_filename, 'r')\n\tpattern = re.compile(r'\\[([^]]+)]\\(\\s*(http[s]?://[^)]+)\\s*\\)') # http://stackoverflow.com/a/23395483\n\t\n\tprint 'filename\\tline_no\\ttitle\\turl\\tstatus_code'\n\t\n\tfor filename in chapters_f:\n\t\tfilename = filename.strip()\n\t\t\n\t\tif not filename or filename.startswith('{'): # Skip non-filename lines\n\t\t\tcontinue\n\t\t\n\t\tchapter_f = open(filename, 'r')\n\t\tline_no = 1\n\t\t\n\t\tfor line in chapter_f:"}, {"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 Unmatched closing bracket ']' at line 14\n \u2022 Unmatched closing bracket ')' at line 14\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c606dd98dcd0e38522a604061eae8d10c8862e6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding = utf-8 -*- # @Time: 2020/9/4 18:52 # @Author: dimples_yj # @File: __init__.py.p # @Software: PyCharm
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Fix: Fix indentation to match Python syntax rules
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 115
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding = utf-8 -*-\n# @Time: 2020/9/4 18:52\n# @Author: dimples_yj\n# @File: __init__.py.p\n# @Software: PyCharm"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
7c607c9719bd98d3bde94fd9eadb9fd81b05f7b7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 def extract_grid_feature_argument_parser(): parser = argparse.ArgumentParser(description="Grid feature extraction") parser.add_argument("--config-file", default="", metavar="FILE", help="path to config file") parser.add_argument("--dataset", help="name of the dataset", default="coco_2014_train", choices=['coco_2014_train', 'coco_2014_val', 'coco_2015_test', 'coco_2015_test-dev']) parser.add_argument('--model_type', default='RN50', type=str, help='RN50, RN101, RN50x4, ViT-B/32, vit_base_patch32_224_in21k') parser.add_argument( "opts", help="Modify config options using the command-line", default=None, nargs=argparse.REMAINDER, ) return parser def extract_grid_feature_on_dataset(model, data_loader, dump_folder): for idx, inputs in enumerate(tqdm.tqdm(data_loader)): with torch.no_grad(): image_id = inputs[0]['image_id'] file_name = '%d.pth' % image_id # compute features images = model.preprocess_image(inputs) features = model.backbone(images.tensor) outputs = model.roi_heads.get_conv5_features(features) # modify the filename file_name = inputs[0]['file_name'].split("/")[-1].replace("jpg", "npy") outputs = outputs.permute(0, 2, 3, 1) exit() # Complete this line np.save(f, outputs.cpu().numpy()) def do_feature_extraction(cfg, model, dataset_name, args): with inference_context(model): dump_folder = os.path.join(cfg.OUTPUT_DIR, "features", dataset_to_folder_mapper[dataset_name]) PathManager.mkdirs(dump_folder) data_loader = build_detection_test_loader_with_attributes(cfg, dataset_name, model_type='clip') extract_clip_feature_on_dataset(model, data_loader, dump_folder, args) def setup(args): """ Create configs and perform basic setups. """ cfg = get_cfg() add_attribute_config(cfg) cfg.merge_from_file(args.config_file) cfg.merge_from_list(args.opts) # force the final residual block to have dilations 1 cfg.MODEL.RESNETS.RES5_DILATION = 1 cfg.freeze() default_setup(cfg, args) return cfg ... [2 more functiondefs truncated] ...
|
The missing line is: with PathManager.open(os.path.join(dump_folder, file_name), "wb") as f:
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 0
| 2,364
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\ndef extract_grid_feature_argument_parser():\n parser = argparse.ArgumentParser(description=\"Grid feature extraction\")\n parser.add_argument(\"--config-file\", default=\"\", metavar=\"FILE\", help=\"path to config file\")\n parser.add_argument(\"--dataset\", help=\"name of the dataset\", default=\"coco_2014_train\",\n choices=['coco_2014_train', 'coco_2014_val', 'coco_2015_test', 'coco_2015_test-dev'])\n parser.add_argument('--model_type', default='RN50', type=str, help='RN50, RN101, RN50x4, ViT-B/32, vit_base_patch32_224_in21k')\n\n parser.add_argument(\n \"opts\",\n help=\"Modify config options using the command-line\",\n default=None,\n nargs=argparse.REMAINDER,\n )\n return parser\n\ndef extract_grid_feature_on_dataset(model, data_loader, dump_folder):\n for idx, inputs in enumerate(tqdm.tqdm(data_loader)):\n with torch.no_grad():\n image_id = inputs[0]['image_id']\n file_name = '%d.pth' % image_id\n # compute features\n images = model.preprocess_image(inputs)\n features = model.backbone(images.tensor)\n outputs = model.roi_heads.get_conv5_features(features)\n # modify the filename\n file_name = inputs[0]['file_name'].split(\"/\")[-1].replace(\"jpg\", \"npy\")\n outputs = outputs.permute(0, 2, 3, 1)\n exit()\n\n # Complete this line\n np.save(f, outputs.cpu().numpy())\n\ndef do_feature_extraction(cfg, model, dataset_name, args):\n with inference_context(model):\n dump_folder = os.path.join(cfg.OUTPUT_DIR, \"features\", dataset_to_folder_mapper[dataset_name])\n PathManager.mkdirs(dump_folder)\n data_loader = build_detection_test_loader_with_attributes(cfg, dataset_name, model_type='clip')\n extract_clip_feature_on_dataset(model, data_loader, dump_folder, args)\n\ndef setup(args):\n \"\"\"\n Create configs and perform basic setups.\n \"\"\"\n cfg = get_cfg()\n add_attribute_config(cfg)\n cfg.merge_from_file(args.config_file)\n cfg.merge_from_list(args.opts)\n # force the final residual block to have dilations 1\n cfg.MODEL.RESNETS.RES5_DILATION = 1\n cfg.freeze()\n default_setup(cfg, args)\n return cfg\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n with PathManager.open(os.path.join(dump_folder, file_name), \"wb\") as f:"}]
| false
| null | null | null |
7c62e1ba59e97f238e09a86895f6c890c24d960e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from flask import Flask, request import time import requests import json from blockchain import Blockchain from block import Block app = Flask(__name__) blockchain = Blockchain() peers = set() @app.route('/add_nodes', methods=['POST']) def register_new_peers(): nodes = request.get_json() if not nodes: return "Invalid data", 400 for node in nodes: peers.add(node) return "Success", 201 @app.route('/new_transaction', methods=['POST']) def new_transaction(): tx_data = request.get_json() required_fields = ["author", "content"] for field in required_fields: if not tx_data.get(field): return "Invalid transaction data", 404 tx_data["timestamp"] = time.time() blockchain.add_new_transaction(tx_data) return "Sucess", 201 @app.route('/chain', methods=['GET']) def get_chain(): chain_data = [] for block in blockchain.chain: chain_data.append(block.__dict__) return json.dumps({ "length": len(chain_data), "chain": chain_data }) @app.route('/mine', methods=['GET']) def mine_unconfirmed_transactions(): result = blockchain.mine() if not result: return "No transactions to mine" return "Block #{} is mined.".format(result) @app.route('/pending_tx') def get_pending_tx(): return json.dumps(blockchain.unconfirmed_transactions) def consensus(): global blockchain longest_chain = None current_len = len(blockchain) for node in peers: response = requests.get('http://{}/chain'.format(node)) length = response.json()['length'] chain = response.json()['chain'] if length > current_len and blockchain.check_chain_validity(chain): current_len = length longest_chain = chain if longest_chain: blockchain = longest_chain return True return False @app.route('/add_block', methods=['POST']) def validate_and_add_block(): block_data = request.get_json() block = Block(block_data["index"], block_data["transactions"], block_data["timestamp", block_data["previous_hash"]]) proof = block_data['hash'] added = blockchain.add_block(block, proof) if not added: return "The block was discarded by the node", 400 return "Block added to the chain", 201 def announce_new_block(block): for peer in peers: url = "http://{}/add_block".format(peer) requests.post(url, data=json.dumps(block.__dict__, sort_keys=True)) app.run(debug=True, port=8000)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 18 Unexpected indentation at line 20 Unexpected indentation at line 29 Unexpected indentation at line 36 💡 Suggestions: Add docstring to function 'register_new_peers' Add docstring to function 'new_transaction' Add docstring to function 'consensus'
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 8
| 0
| 2,514
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom flask import Flask, request\nimport time\nimport requests\nimport json\n\nfrom blockchain import Blockchain\nfrom block import Block\n\napp = Flask(__name__)\n\nblockchain = Blockchain()\n\npeers = set()\n\n@app.route('/add_nodes', methods=['POST'])\ndef register_new_peers():\n nodes = request.get_json()\n if not nodes:\n return \"Invalid data\", 400\n \n for node in nodes:\n peers.add(node)\n\n return \"Success\", 201\n\n@app.route('/new_transaction', methods=['POST'])\ndef new_transaction():\n tx_data = request.get_json()\n required_fields = [\"author\", \"content\"]\n\n for field in required_fields:\n if not tx_data.get(field):\n return \"Invalid transaction data\", 404\n\n tx_data[\"timestamp\"] = time.time()\n blockchain.add_new_transaction(tx_data)\n return \"Sucess\", 201\n\n@app.route('/chain', methods=['GET'])\ndef get_chain():\n chain_data = []\n for block in blockchain.chain:\n chain_data.append(block.__dict__)\n return json.dumps({ \"length\": len(chain_data), \"chain\": chain_data })\n\n@app.route('/mine', methods=['GET'])\ndef mine_unconfirmed_transactions():\n result = blockchain.mine()\n if not result:\n return \"No transactions to mine\"\n return \"Block #{} is mined.\".format(result)\n\n@app.route('/pending_tx')\ndef get_pending_tx():\n return json.dumps(blockchain.unconfirmed_transactions)\n\ndef consensus():\n global blockchain\n\n longest_chain = None\n current_len = len(blockchain)\n\n for node in peers:\n response = requests.get('http://{}/chain'.format(node))\n length = response.json()['length']\n chain = response.json()['chain']\n if length > current_len and blockchain.check_chain_validity(chain):\n current_len = length\n longest_chain = chain\n\n if longest_chain:\n blockchain = longest_chain\n return True\n\n return False\n\n@app.route('/add_block', methods=['POST'])\ndef validate_and_add_block():\n block_data = request.get_json()\n block = Block(block_data[\"index\"], block_data[\"transactions\"], block_data[\"timestamp\", block_data[\"previous_hash\"]])\n\n proof = block_data['hash']\n added = blockchain.add_block(block, proof)\n\n if not added:\n return \"The block was discarded by the node\", 400\n\n return \"Block added to the chain\", 201\n\ndef announce_new_block(block):\n for peer in peers:\n url = \"http://{}/add_block\".format(peer)\n requests.post(url, data=json.dumps(block.__dict__, sort_keys=True))\n\n\napp.run(debug=True, port=8000)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n Unexpected indentation at line 29\n Unexpected indentation at line 36\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'register_new_peers'\n Add docstring to function 'new_transaction'\n Add docstring to function 'consensus'"}]
| false
| null | null | null |
7c6577b07dcade6abb36fc14d4e83aa262bb9bef
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import numpy as np size = 1000 def create_wall(x, y): return "{0:b}".format(x**3 + 12*x*y + 5*x*y**2).count("1") & 1 def build_grid(): return np.array([create_wall(j+1, i+1) for i in range(size) for j in range(size)]).reshape(size, size) def visit(grid, x=0, y=0): if grid[x][y]: return grid[x][y] = 1 if x > 0: visit(grid, x-1, y) if x < size-1: visit(grid, x+1, y) if y > 0: visit(grid, x, y-1)
|
if y < size-1: visit(grid, x, y+1) grid = build_grid() print "Original grid\n" print grid visit(grid) print "\n\nAfter search\n" print grid print "\n%d unvisited points in grid" % (size**2 - np.count_nonzero(grid))
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 637
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\nsize = 1000\n\ndef create_wall(x, y):\n\treturn \"{0:b}\".format(x**3 + 12*x*y + 5*x*y**2).count(\"1\") & 1\n\ndef build_grid():\n\treturn np.array([create_wall(j+1, i+1) for i in range(size) for j in range(size)]).reshape(size, size)\t\n\ndef visit(grid, x=0, y=0):\n\tif grid[x][y]: \n\t\treturn\t\n\t\t\n\tgrid[x][y] = 1\n\t\n\tif x > 0: visit(grid, x-1, y)\n\tif x < size-1: visit(grid, x+1, y)\n\tif y > 0: visit(grid, x, y-1)"}, {"role": "assistant", "content": "\n\tif y < size-1: visit(grid, x, y+1)\n\n\ngrid = build_grid()\nprint \"Original grid\\n\"\nprint grid\n\nvisit(grid)\n\nprint \"\\n\\nAfter search\\n\"\nprint grid\n\nprint \"\\n%d unvisited points in grid\" % (size**2 - np.count_nonzero(grid))"}]
| false
| null | null | null |
7c67194eb5ab82333266efd8ffcbf64d199afeff
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from utills import * conn,cur=start('music') criarTabela("tracks","title text,plays integer") music=[('trunder',20), ('my way',15)] insertInto("tracks","title,plays",music)
|
#cur.executemany("insert into tracks (title,plays) values (?,?)",music) buscaTabela("tracks","title") conn.commit() conn.close()
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 311
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom utills import *\n\nconn,cur=start('music')\ncriarTabela(\"tracks\",\"title text,plays integer\")\nmusic=[('trunder',20),\n ('my way',15)]\ninsertInto(\"tracks\",\"title,plays\",music)"}, {"role": "assistant", "content": "\n#cur.executemany(\"insert into tracks (title,plays) values (?,?)\",music)\nbuscaTabela(\"tracks\",\"title\")\nconn.commit()\nconn.close()"}]
| false
| null | null | null |
7c67a7fccb58ad0744513e429cedf4044452005e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import pandas as pd import numpy as np import re from collections import Counter from flow_preprocess import FlowPreprocess class ScenePostprocess(object): """ Heavy-lifting macro-feature class """ def __init__(self, flow_df, quality_df, remove_transitions=False): """ Default constructor Args: flow_df: Optical flow dataframe quality_df: Image quality dataframe remove_transitions: whether to remove frames around scene transitions Returns: Nothing """ self.flow_df = flow_df.copy() self.quality_df = quality_df.copy() self.remove_transitions = remove_transitions self.is_static = None self.duration = self.get_duration() self.num_frames = quality_df.shape[0] ## Do some rudimentary cleaning of/addding to the flow data self.flow_df['distance'] = FlowPreprocess.flow_distances(self.flow_df) self.flow_df['angle'] = FlowPreprocess.flow_angles(self.flow_df) ## Add scene-centric timestamps ## TODO: This has a few issues with actual start times... scene_time_offset Error: SyntaxError / EOF
|
Fixed Code: import pandas as pd import numpy as np import re from collections import Counter from flow_preprocess import FlowPreprocess class ScenePostprocess(object): """ Heavy-lifting macro-feature class """ def __init__(self, flow_df, quality_df, remove_transitions=False): """ Default constructor Args: flow_df: Optical flow dataframe quality_df: Image quality dataframe remove_transitions: whether to remove frames around scene transitions Returns: Explanation: Complete the truncated code structure
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 4
| 1
| 1,200
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport pandas as pd\nimport numpy as np\nimport re\nfrom collections import Counter\nfrom flow_preprocess import FlowPreprocess\n\nclass ScenePostprocess(object):\n \"\"\"\n Heavy-lifting macro-feature class\n \"\"\"\n\n def __init__(self, flow_df, quality_df, remove_transitions=False):\n \"\"\"\n Default constructor\n Args:\n flow_df: Optical flow dataframe\n quality_df: Image quality dataframe\n remove_transitions: whether to remove frames around\n scene transitions\n Returns:\n Nothing\n \"\"\"\n self.flow_df = flow_df.copy()\n self.quality_df = quality_df.copy()\n self.remove_transitions = remove_transitions\n self.is_static = None\n self.duration = self.get_duration()\n self.num_frames = quality_df.shape[0]\n\n ## Do some rudimentary cleaning of/addding to the flow data\n self.flow_df['distance'] = FlowPreprocess.flow_distances(self.flow_df)\n self.flow_df['angle'] = FlowPreprocess.flow_angles(self.flow_df)\n\n ## Add scene-centric timestamps\n ## TODO: This has a few issues with actual start times...\n scene_time_offset\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport pandas as pd\nimport numpy as np\nimport re\nfrom collections import Counter\nfrom flow_preprocess import FlowPreprocess\n\nclass ScenePostprocess(object):\n \"\"\"\n Heavy-lifting macro-feature class\n \"\"\"\n\n def __init__(self, flow_df, quality_df, remove_transitions=False):\n \"\"\"\n Default constructor\n Args:\n flow_df: Optical flow dataframe\n quality_df: Image quality dataframe\n remove_transitions: whether to remove frames around\n scene transitions\n Returns:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c684d5c56bbbdacbeb8612a9b08130a83635f9a
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import torch import numpy as np import pickle def test(args, model, device, test_loader, epoch): model.eval() test_loss = 0 correct = 0 with torch.no_grad(): for data, target in test_loader: data, target = data.to(device), target.to(device) output = model(data) test_loss += F.nll_loss(output, target, reduction='sum').item() # sum up batch loss pred = output.argmax(dim=1, keepdim=True) # get the index of the max log-probability correct += pred.eq(target.view_as(pred)).sum().item() test_loss /= len(test_loader.dataset) acc = 100. * correct / len(test_loader.dataset) print('\nTest set: Epoch: {}, Average loss: {:.4f}, Accuracy: {}/{} ({:.2f}%)\n'.format(epoch, test_loss, correct, len(test_loader.dataset), acc)) return acc ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,159
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport torch\nimport numpy as np\n\nimport pickle\ndef test(args, model, device, test_loader, epoch):\n model.eval()\n test_loss = 0\n correct = 0\n with torch.no_grad():\n for data, target in test_loader:\n data, target = data.to(device), target.to(device)\n output = model(data)\n test_loss += F.nll_loss(output, target, reduction='sum').item() # sum up batch loss\n pred = output.argmax(dim=1, keepdim=True) # get the index of the max log-probability\n correct += pred.eq(target.view_as(pred)).sum().item()\n\n test_loss /= len(test_loader.dataset)\n acc = 100. * correct / len(test_loader.dataset)\n\n print('\\nTest set: Epoch: {}, Average loss: {:.4f}, Accuracy: {}/{} ({:.2f}%)\\n'.format(epoch, test_loss,\n correct,\n len(test_loader.dataset),\n acc))\n return acc\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7c6a104628420af03301492fef43b77ba98e1a64
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/python3 from urllib.parse import urlparse import feedparser import requests import asyncio import discord import hashlib import os from const import CHANNEL_RSS, WAIT_UNTIL_NEW_CHECK, \ class FluxRSS: """ Class of FluxRSS. Get news of the feedrss url parse in args. """ def __init__(self, bot, cwd): """ Initialize class @param => DiscordBot: `bot`: Discord Bot Instance. @param => str: `cwd`: Current Working Directory of main.py file. """ # Discord self.bot = bot self.bot_username = self.bot.user.name self.rss_channel = self.bot.get_channel(CHANNEL_RSS) # Path self.cwd = cwd # Database self.db_path = os.path.join(self.cwd, SQLITE_FOLDER_NAME) self.database = Database(self.db_path, SQLITE_FILE_NAME) def get_news(self, url): """ Get the news of the rss feed. @param => str: `url`: url of the rss feed. Return dict with an int index key and title, description and link in a list for the value. """ dict_news = dict() # Get the content of the requests ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: content = requests.get(url).text # Parse the content parser = feedparser.parse(content) # Set the root
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 1,174
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/python3\n\nfrom urllib.parse import urlparse\n\nimport feedparser\nimport requests\nimport asyncio\nimport discord\nimport hashlib\nimport os\n\nfrom const import CHANNEL_RSS, WAIT_UNTIL_NEW_CHECK, \\\nclass FluxRSS:\n\n \"\"\"\n Class of FluxRSS.\n Get news of the feedrss url parse in args.\n \"\"\"\n\n def __init__(self, bot, cwd):\n \"\"\"\n Initialize class\n @param => DiscordBot: `bot`: Discord Bot Instance.\n @param => str: `cwd`: Current Working Directory of main.py file.\n \"\"\"\n # Discord\n self.bot = bot\n self.bot_username = self.bot.user.name\n self.rss_channel = self.bot.get_channel(CHANNEL_RSS)\n # Path\n self.cwd = cwd\n # Database\n self.db_path = os.path.join(self.cwd, SQLITE_FOLDER_NAME)\n self.database = Database(self.db_path, SQLITE_FILE_NAME)\n\n\n def get_news(self, url):\n \"\"\"\n Get the news of the rss feed.\n @param => str: `url`: url of the rss feed.\n Return dict with an int index key and\n title, description and link in a list for the value.\n \"\"\"\n dict_news = dict()\n\n # Get the content of the requests\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 content = requests.get(url).text\n\n # Parse the content\n parser = feedparser.parse(content)\n # Set the root"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c6a234a8099f1c0f0c886e2b520d9f41e36c635
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- class PlayerNetwork(ABC): """ Network interface of a player. Responsible for communicating with showdown servers. Also implements some higher level methods for basic tasks, such as changing avatar and low-level message handling. """ def __init__( self, player_configuration: PlayerConfiguration, *, avatar: Optional[int] = None, log_level: Optional[int] = None, server_configuration: ServerConfiguration, start_listening: bool = True, ) -> None: """ :param player_configuration: Player configuration. :type player_configuration: PlayerConfiguration :param avatar: Player avatar id. Optional. :type avatar: int, optional :param log_level: The player's logger level. :type log_level: int. Defaults to logging's default level. :param server_configuration: Server configuration. :type server_configuration: ServerConfiguration :param start_listening: Wheter to start listening to the server. Defaults to # Complete this line :type start_listening: bool """ self._authentication_url = server_configuration.authentication_url self._avatar = avatar self._password = player_configuration.password self._username = player_configuration.username self._server_url = server_configuration.server_url self._logged_in: Event = Event() self._sending_lock = Lock() self._websocket: websockets.client.WebSocketClientProtocol # pyre-ignore self._logger: Logger = self._create_player_logger(log_level) # pyre-ignore if start_listening: self._listening_coroutine = ensure_future(self.listen()) async def _accept_challenge(self, username: str) -> None: assert self.logged_in.is_set() await self._set_team() await self._send_message("/accept %s" % username) async def _challenge(self, username: str, format_: str): assert self.logged_in.is_set() await self._set_team() await self._send_message(f"/challenge {username}, {format_}") async def _change_avatar(self, avatar_id: Optional[int]) -> None: """Changes the player's avatar. :param avatar_id: The new avatar id. If None, nothing happens. :type avatar_id: int """ await self._wait_for_login() if avatar_id is not None: await self._send_message(f"/avatar {avatar_id}") ... [5 more functiondefs truncated] ...
|
The missing line is: True.
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 2,574
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass PlayerNetwork(ABC):\n \"\"\"\n Network interface of a player.\n\n Responsible for communicating with showdown servers. Also implements some higher\n level methods for basic tasks, such as changing avatar and low-level message\n handling.\n \"\"\"\n\n def __init__(\n self,\n player_configuration: PlayerConfiguration,\n *,\n avatar: Optional[int] = None,\n log_level: Optional[int] = None,\n server_configuration: ServerConfiguration,\n start_listening: bool = True,\n ) -> None:\n \"\"\"\n :param player_configuration: Player configuration.\n :type player_configuration: PlayerConfiguration\n :param avatar: Player avatar id. Optional.\n :type avatar: int, optional\n :param log_level: The player's logger level.\n :type log_level: int. Defaults to logging's default level.\n :param server_configuration: Server configuration.\n :type server_configuration: ServerConfiguration\n :param start_listening: Wheter to start listening to the server. Defaults to\n # Complete this line\n :type start_listening: bool\n \"\"\"\n self._authentication_url = server_configuration.authentication_url\n self._avatar = avatar\n self._password = player_configuration.password\n self._username = player_configuration.username\n self._server_url = server_configuration.server_url\n\n self._logged_in: Event = Event()\n self._sending_lock = Lock()\n\n self._websocket: websockets.client.WebSocketClientProtocol # pyre-ignore\n self._logger: Logger = self._create_player_logger(log_level) # pyre-ignore\n\n if start_listening:\n self._listening_coroutine = ensure_future(self.listen())\n\n async def _accept_challenge(self, username: str) -> None:\n assert self.logged_in.is_set()\n await self._set_team()\n await self._send_message(\"/accept %s\" % username)\n\n async def _challenge(self, username: str, format_: str):\n assert self.logged_in.is_set()\n await self._set_team()\n await self._send_message(f\"/challenge {username}, {format_}\")\n\n async def _change_avatar(self, avatar_id: Optional[int]) -> None:\n \"\"\"Changes the player's avatar.\n\n :param avatar_id: The new avatar id. If None, nothing happens.\n :type avatar_id: int\n \"\"\"\n await self._wait_for_login()\n if avatar_id is not None:\n await self._send_message(f\"/avatar {avatar_id}\")\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n True."}]
| false
| null | null | null |
7c6a29fe050821e14428d8ec0b7f5f5436d84fcb
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python from common import * import csv import argparse from unidecode import unidecode from nameparser import constants as npc from collections import defaultdict import cPickle as pickle import re stopwords_custom = set(['document', 'preparation', 'system', 'consortium', 'committee', 'international', 'artificial', 'network', 'distributed', 'based', 'research', 'language', 'technology', 'project', 'design', 'computer', 'control', 'object', 'internet', 'propulsion', 'corp', 'workshop', 'xml', 'world', 'work', 'thesis', 'test', 'tool', 'structure', 'statistical', 'laboratory', 'ltd', 'objects', 'process', 'scheduling', 'september', 'special', 'student', 'programs', 'capacitated', 'balancing', 'assembly', 'aspect', 'model', 'inc', 'psychological', 'psychology', 'mohammed', 'computing', 'software', 'programming', 'new', 'applications', 'jet', 'propulsion', 'classification', 'recommendation']) stopwords = stopwords_custom | npc.TITLES | npc.PREFIXES | npc.SUFFIXES | npc.CONJUNCTIONS def bin_exactsamename(authors): bins = defaultdict(set) for i, (id, a) in enumerate(authors.iteritems()): bins[a['fullname']].add(id) if (i+1) % 10000 == 0: print_err(i+1) return bins def bin_samename(authors): bins = defaultdict(set) for i, (id, a) in enumerate(authors.iteritems()): bins[a['fullname_joined']].add(id) if (i+1) % 10000 == 0: print_err(i+1) return bins def bin_fFfL(authors): bins = defaultdict(set) for i, (id, a) in enumerate(authors.iteritems()): bins[a['fFfL']].add(id) if (i+1) % 10000 == 0: print_err(i+1) return bins def bin_fF3L(authors, max_bin_size=20): bins = defaultdict(set) for i, (id, a) in enumerate(authors.iteritems()): if ':' not in a['fFiL'] and len(a['name_last']) >= 3 and len(a['fFiL']) > 2: bins[a['fFiL'] + a['name_last'][1:3]].add(id) if (i+1) % 10000 == 0: print_err(i+1) bk = bins.keys() for b in bk: if len(bins[b]) > max_bin_size: del bins[b] return bins def bin_fFiL(authors, max_bin_size=20): bins = defaultdict(set) for i, (id, a) in enumerate(authors.iteritems()): if len(a['fFiL']) > 2: bins[a['fFiL']].add(id) if (i+1) % 10000 == 0: print_err(i+1) bk = bins.keys() for b in bk: if len(bins[b]) > max_bin_size: del bins[b] return bins def bin_iFfL(authors): bins = defaultdict(set) for i, (id, a) in enumerate(authors.iteritems()): bins[a['iFfL']].add(id) if (i+1) % 10000 == 0: print_err(i+1) return bins def bin_fullparsedname(authors): bins = defaultdict(set) for i, (id, a) in enumerate(authors.iteritems()): bins[a['fullname_parsed']].add(id) if (i+1) % 10000 == 0: print_err(i+1) return bins def bin_iFoffbyoneL(authors, max_bin_size=30: bins = defaultdict(set) for i, (id, a) in enumerate(authors.iteritems()): if ':' not in a['fullname'] and a['name_first'] and a['name_last']: bins[a['name_first'][0] + a['name_last']].add(id) if len(a['name_last']) > 1: bins[a['name_first ... [code truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 90 • Unclosed '(' at line 84 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 90 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 8
| 0
| 3,032
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\nfrom common import *\nimport csv\nimport argparse\nfrom unidecode import unidecode\nfrom nameparser import constants as npc\nfrom collections import defaultdict\nimport cPickle as pickle\nimport re\n\nstopwords_custom = set(['document', 'preparation', 'system', 'consortium', 'committee', 'international', 'artificial', 'network', 'distributed', 'based', 'research', 'language', 'technology', 'project', 'design', 'computer', 'control', 'object', 'internet', 'propulsion', 'corp', 'workshop', 'xml', 'world', 'work', 'thesis', 'test', 'tool', 'structure', 'statistical', 'laboratory', 'ltd', 'objects', 'process', 'scheduling', 'september', 'special', 'student', 'programs', 'capacitated', 'balancing', 'assembly', 'aspect', 'model', 'inc', 'psychological', 'psychology', 'mohammed', 'computing', 'software', 'programming', 'new', 'applications', 'jet', 'propulsion', 'classification', 'recommendation'])\nstopwords = stopwords_custom | npc.TITLES | npc.PREFIXES | npc.SUFFIXES | npc.CONJUNCTIONS\n\ndef bin_exactsamename(authors):\n\tbins = defaultdict(set)\n \tfor i, (id, a) in enumerate(authors.iteritems()):\n \t\tbins[a['fullname']].add(id)\n \t\tif (i+1) % 10000 == 0:\n \t\t\tprint_err(i+1)\n \treturn bins\n \ndef bin_samename(authors):\n\tbins = defaultdict(set)\n \tfor i, (id, a) in enumerate(authors.iteritems()):\n \t\tbins[a['fullname_joined']].add(id)\n \t\tif (i+1) % 10000 == 0:\n \t\t\tprint_err(i+1)\n \treturn bins\n\ndef bin_fFfL(authors):\n\tbins = defaultdict(set)\n \tfor i, (id, a) in enumerate(authors.iteritems()):\n \t\tbins[a['fFfL']].add(id)\n \t\tif (i+1) % 10000 == 0:\n \t\t\tprint_err(i+1)\n \treturn bins\n\ndef bin_fF3L(authors, max_bin_size=20):\n\tbins = defaultdict(set)\n \tfor i, (id, a) in enumerate(authors.iteritems()):\n \t\tif ':' not in a['fFiL'] and len(a['name_last']) >= 3 and len(a['fFiL']) > 2:\n\t\t\tbins[a['fFiL'] + a['name_last'][1:3]].add(id)\n \t\tif (i+1) % 10000 == 0:\n \t\t\tprint_err(i+1)\n\n\tbk = bins.keys()\n\tfor b in bk:\n\t\tif len(bins[b]) > max_bin_size:\n\t\t\tdel bins[b]\n\n \treturn bins\n\ndef bin_fFiL(authors, max_bin_size=20):\n\tbins = defaultdict(set)\n \tfor i, (id, a) in enumerate(authors.iteritems()):\n \t\tif len(a['fFiL']) > 2:\n\t\t\tbins[a['fFiL']].add(id)\n \t\tif (i+1) % 10000 == 0:\n \t\t\tprint_err(i+1)\n\n\tbk = bins.keys()\n\tfor b in bk:\n\t\tif len(bins[b]) > max_bin_size:\n\t\t\tdel bins[b]\n\n \treturn bins\n\ndef bin_iFfL(authors):\n\tbins = defaultdict(set)\n \tfor i, (id, a) in enumerate(authors.iteritems()):\n\t\tbins[a['iFfL']].add(id)\n \t\tif (i+1) % 10000 == 0:\n \t\t\tprint_err(i+1)\n \treturn bins\n\ndef bin_fullparsedname(authors):\n\tbins = defaultdict(set)\n \tfor i, (id, a) in enumerate(authors.iteritems()):\n \t\tbins[a['fullname_parsed']].add(id)\n \t\tif (i+1) % 10000 == 0:\n \t\t\tprint_err(i+1)\n \treturn bins\n\ndef bin_iFoffbyoneL(authors, max_bin_size=30:\n\tbins = defaultdict(set)\n \tfor i, (id, a) in enumerate(authors.iteritems()):\n \t\tif ':' not in a['fullname'] and a['name_first'] and a['name_last']:\n \t\t\tbins[a['name_first'][0] + a['name_last']].add(id)\n \t\t\tif len(a['name_last']) > 1:\n\t \t\t\tbins[a['name_first\n\n ... [code 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 90\n \u2022 Unclosed '(' at line 84 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 90\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7c6b5cb13f50ba4f535dc82987b58898ad693a5f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # encoding: utf-8 # module PySide.QtCore # from C:\Python27\lib\site-packages\PySide\QtCore.pyd # by generator 1.147 # no doc # imports import Shiboken as __Shiboken class QAbstractFileEngineIterator(__Shiboken.Object): # no doc def currentFileInfo(self, *args, **kwargs): # real signature unknown pass def currentFileName(self, *args, **kwargs): # real signature unknown pass def currentFilePath(self, *args, **kwargs): # real signature unknown pass def filters(self, *args, **kwargs): # real signature unknown pass def hasNext(self, *args, **kwargs): # real signature unknown pass # Complete this line pass def next(self, *args, **kwargs): # real signature unknown pass def path(self, *args, **kwargs): # real signature unknown pass def __init__(self, *args, **kwargs): # real signature unknown pass @staticmethod # known case of __new__ def __new__(S, *more): # real signature unknown; restored from __doc__ """ T.__new__(S, ...) -> a new object with type S, a subtype of T """ pass
|
The missing line is: def nameFilters(self, *args, **kwargs): # real signature unknown
|
advanced
|
oop
|
fill_in_the_blank
|
Pythoncode:Python
| 10
| 1
| 1,180
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# encoding: utf-8\n# module PySide.QtCore\n# from C:\\Python27\\lib\\site-packages\\PySide\\QtCore.pyd\n# by generator 1.147\n# no doc\n\n# imports\nimport Shiboken as __Shiboken\n\n\nclass QAbstractFileEngineIterator(__Shiboken.Object):\n # no doc\n def currentFileInfo(self, *args, **kwargs): # real signature unknown\n pass\n\n def currentFileName(self, *args, **kwargs): # real signature unknown\n pass\n\n def currentFilePath(self, *args, **kwargs): # real signature unknown\n pass\n\n def filters(self, *args, **kwargs): # real signature unknown\n pass\n\n def hasNext(self, *args, **kwargs): # real signature unknown\n pass\n\n # Complete this line\n pass\n\n def next(self, *args, **kwargs): # real signature unknown\n pass\n\n def path(self, *args, **kwargs): # real signature unknown\n pass\n\n def __init__(self, *args, **kwargs): # real signature unknown\n pass\n\n @staticmethod # known case of __new__\n def __new__(S, *more): # real signature unknown; restored from __doc__\n \"\"\" T.__new__(S, ...) -> a new object with type S, a subtype of T \"\"\"\n pass"}, {"role": "assistant", "content": "The missing line is:\n def nameFilters(self, *args, **kwargs): # real signature unknown"}]
| false
| null | null | null |
7c6be61ef0d7cd7c0ad0f76e6b1f86ee30283323
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy as np from pytest import fixture, mark, skip from unittest.mock import patch from pathlib import Path from beyond.config import config from beyond.dates.eop import Eop from beyond.frames.stations import create_station from beyond.io.tle import Tle from beyond.propagators.keplernum import KeplerNum from beyond.dates import Date, timedelta from beyond.env.solarsystem import get_body def config_override(): """Create a dummy config dict containing basic data """ config.update({ "eop": { "missing_policy": "pass", } }) @fixture def common_env(): with patch('beyond.dates.date.EopDb.get') as m: m.return_value = Eop( x=-0.00951054166666622, y=0.31093590624999734, dpsi=-94.19544791666682, deps=-10.295645833333051, dy=-0.10067361111115315, dx=-0.06829513888889051, lod=1.6242802083331438, ut1_utc=0.01756018472222477, tai_utc=36.0 ) yield @fixture def station(common_env): return create_station('Toulouse', (43.604482, 1.443962, 172.)) @fixture
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 16 • Invalid syntax at line 42: @fixture Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 8
| 0
| 1,078
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\nfrom pytest import fixture, mark, skip\nfrom unittest.mock import patch\nfrom pathlib import Path\n\nfrom beyond.config import config\nfrom beyond.dates.eop import Eop\nfrom beyond.frames.stations import create_station\nfrom beyond.io.tle import Tle\nfrom beyond.propagators.keplernum import KeplerNum\nfrom beyond.dates import Date, timedelta\nfrom beyond.env.solarsystem import get_body\n\n\ndef config_override():\n \"\"\"Create a dummy config dict containing basic data\n \"\"\"\n\n config.update({\n \"eop\": {\n \"missing_policy\": \"pass\",\n }\n })\n\n\n@fixture\ndef common_env():\n with patch('beyond.dates.date.EopDb.get') as m:\n m.return_value = Eop(\n x=-0.00951054166666622, y=0.31093590624999734, dpsi=-94.19544791666682,\n deps=-10.295645833333051, dy=-0.10067361111115315, dx=-0.06829513888889051,\n lod=1.6242802083331438, ut1_utc=0.01756018472222477, tai_utc=36.0\n )\n yield\n\n\n@fixture\ndef station(common_env):\n return create_station('Toulouse', (43.604482, 1.443962, 172.))\n\n\n@fixture"}, {"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 16\n \u2022 Invalid syntax at line 42: @fixture\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c6cbf4764a2e4e9b78da1978c82aa4f5d7862ce
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import pytest from diofant import (Add, Derivative, Ei, Eq, Function, I, Integral, LambertW, def test_components(): assert components(x*y, x) == {x} assert components(1/(x + y), x) == {x} assert components(sin(x), x) == {sin(x), x} assert components(sin(x)*sqrt(log(x)), x) == \ {log(x), sin(x), sqrt(log(x)), x} assert components(x*sin(exp(x)*y), x) == \ {sin(y*exp(x)), x, exp(x)} assert components(x**Rational(17, 54)/sqrt(sin(x)), x) == \ {sin(x), root(x, 54), sqrt(sin(x)), x} assert components(f(x), x) == \ {x, f(x)} assert components(Derivative(f(x), x), x) == \ {x, f(x), Derivative(f(x), x)} assert components(f(x)*diff(f(x), x), x) == \ {x, f(x), Derivative(f(x), x), Derivative(f(x), x)} def test_heurisch_polynomials(): assert heurisch(1, x) == x assert heurisch(x, x) == x**2/2 assert heurisch(x**17, x) == x**18/18 def test_heurisch_fractions(): assert heurisch(1/x, x) == log(x) assert heurisch(1/(2 + x), x) == log(x + 2) assert heurisch(1/(x + sin(y)), x) == log(x + sin(y)) # Up to a constant, where C = 5*pi*I/12, Mathematica gives identical # result in the first case. The difference is because diofant changes # signs of expressions without any care. # XXX ^ ^ ^ is this still correct? assert heurisch(5*x**5/( 2*x**6 - 5), x) in [5*log(2*x**6 - 5) / 12, 5*log(-2*x**6 + 5) / 12] assert heurisch(5*x**5/(2*x**6 + 5), x) == 5*log(2*x**6 + 5) / 12
|
assert heurisch(1/x**2, x) == -1/x assert heurisch(-1/x**5, x) == 1/(4*x**4) def test_heurisch_log(): assert heurisch(log(x), x) == x*log(x) - x assert heurisch(log(3*x), x) == -x + x*log(3) + x*log(x) assert heurisch(log(x**2), x) in [x*log(x**2) - 2*x, 2*x*log(x) - 2*x] def test_heurisch_exp(): assert heurisch(exp(x), x) == exp(x) assert heurisch(exp(-x), x) == -exp(-x) assert heurisch(exp(17*x), x) == exp(17*x) / 17 assert heurisch(x*exp(x), x) == x*exp(x) - exp(x) assert heurisch(x*exp(x**2), x) == exp(x**2) / 2 assert heurisch(exp(-x**2), x) is None assert heurisch(2**x, x) == 2**x/log(2) assert heurisch(x*2**x, x) == x*2**x/log(2) - 2**x*log(2)**(-2) assert heurisch(Integral(x**z*y, (y, 1, 2), (z, 2, 3)).function, x) == (x*x**z*y)/(z+1) assert heurisch(Sum(x**z, (z, 1, 2)).function, z) == x**z/log(x) ... [21 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 2,451
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport pytest\n\nfrom diofant import (Add, Derivative, Ei, Eq, Function, I, Integral, LambertW,\ndef test_components():\n assert components(x*y, x) == {x}\n assert components(1/(x + y), x) == {x}\n assert components(sin(x), x) == {sin(x), x}\n assert components(sin(x)*sqrt(log(x)), x) == \\\n {log(x), sin(x), sqrt(log(x)), x}\n assert components(x*sin(exp(x)*y), x) == \\\n {sin(y*exp(x)), x, exp(x)}\n assert components(x**Rational(17, 54)/sqrt(sin(x)), x) == \\\n {sin(x), root(x, 54), sqrt(sin(x)), x}\n\n assert components(f(x), x) == \\\n {x, f(x)}\n assert components(Derivative(f(x), x), x) == \\\n {x, f(x), Derivative(f(x), x)}\n assert components(f(x)*diff(f(x), x), x) == \\\n {x, f(x), Derivative(f(x), x), Derivative(f(x), x)}\n\n\ndef test_heurisch_polynomials():\n assert heurisch(1, x) == x\n assert heurisch(x, x) == x**2/2\n assert heurisch(x**17, x) == x**18/18\n\n\ndef test_heurisch_fractions():\n assert heurisch(1/x, x) == log(x)\n assert heurisch(1/(2 + x), x) == log(x + 2)\n assert heurisch(1/(x + sin(y)), x) == log(x + sin(y))\n\n # Up to a constant, where C = 5*pi*I/12, Mathematica gives identical\n # result in the first case. The difference is because diofant changes\n # signs of expressions without any care.\n # XXX ^ ^ ^ is this still correct?\n assert heurisch(5*x**5/(\n 2*x**6 - 5), x) in [5*log(2*x**6 - 5) / 12, 5*log(-2*x**6 + 5) / 12]\n assert heurisch(5*x**5/(2*x**6 + 5), x) == 5*log(2*x**6 + 5) / 12"}, {"role": "assistant", "content": "\n assert heurisch(1/x**2, x) == -1/x\n assert heurisch(-1/x**5, x) == 1/(4*x**4)\n\n\ndef test_heurisch_log():\n assert heurisch(log(x), x) == x*log(x) - x\n assert heurisch(log(3*x), x) == -x + x*log(3) + x*log(x)\n assert heurisch(log(x**2), x) in [x*log(x**2) - 2*x, 2*x*log(x) - 2*x]\n\n\ndef test_heurisch_exp():\n assert heurisch(exp(x), x) == exp(x)\n assert heurisch(exp(-x), x) == -exp(-x)\n assert heurisch(exp(17*x), x) == exp(17*x) / 17\n assert heurisch(x*exp(x), x) == x*exp(x) - exp(x)\n assert heurisch(x*exp(x**2), x) == exp(x**2) / 2\n\n assert heurisch(exp(-x**2), x) is None\n\n assert heurisch(2**x, x) == 2**x/log(2)\n assert heurisch(x*2**x, x) == x*2**x/log(2) - 2**x*log(2)**(-2)\n\n assert heurisch(Integral(x**z*y, (y, 1, 2), (z, 2, 3)).function, x) == (x*x**z*y)/(z+1)\n assert heurisch(Sum(x**z, (z, 1, 2)).function, z) == x**z/log(x)\n\n\n\n ... [21 more functiondefs truncated] ..."}]
| false
| null | null | null |
7c6cc14ec8ce3c7dc9875cccdf742d57d079973d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from typing import Union import torch import torch.nn as nn from kornia.color.hsv import rgb_to_hsv, hsv_to_rgb from kornia.constants import pi def adjust_saturation_raw(input: torch.Tensor, saturation_factor: Union[float, torch.Tensor]) -> torch.Tensor: r"""Adjust color saturation of an image. Expecting input to be in hsv format already. See :class:`~kornia.color.AdjustSaturation` for details. """ if not torch.is_tensor(input): raise TypeError(f"Input type is not a torch.Tensor. Got {type(input)}") if not isinstance(saturation_factor, (float, torch.Tensor,)): raise TypeError(f"The saturation_factor should be a float number or torch.Tensor." f"Got {type(saturation_factor)}") if isinstance(saturation_factor, float): saturation_factor = torch.tensor([saturation_factor]) saturation_factor = saturation_factor.to(input.device).to(input.dtype) if (saturation_factor < 0).any(): raise ValueError(f"Saturation factor must be non-negative. Got {saturation_factor}") for _ in input.shape[1:]: saturation_factor = torch.unsqueeze(saturation_factor, dim=-1 # unpack the hsv values h, s, v = torch.chunk(input, chunks=3, dim=-3) # transform the hue value and appl module s_out: torch.Tensor = torch.clamp(s * saturation_factor, min=0, max=1) # pack back back the corrected hue out: torch.Tensor = torch.cat([h, s_out, v], dim=-3) return out def adjust_saturation(input: torch.Tensor, saturation_factor: Union[float, torch.Tensor]) -> torch.Tensor: r"""Adjust color saturation of an image. See :class:`~kornia.color.AdjustSaturation` for details. """ # convert the rgb image to hsv x_hsv: torch.Tensor = rgb_to_hsv(input) # perform the conversion x_adjusted: torch.Tensor = adjust_saturation_raw(x_hsv, saturation_factor) # convert back to rgb out: torch.Tensor = hsv_to_rgb(x_adjusted) return out ... [20 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • Unclosed '(' at line 32 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 11 • Add closing ')' bracket
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 2,036
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom typing import Union\n\nimport torch\nimport torch.nn as nn\n\nfrom kornia.color.hsv import rgb_to_hsv, hsv_to_rgb\nfrom kornia.constants import pi\n\n\ndef adjust_saturation_raw(input: torch.Tensor, saturation_factor: Union[float, torch.Tensor]) -> torch.Tensor:\n r\"\"\"Adjust color saturation of an image. Expecting input to be in hsv format already.\n\n See :class:`~kornia.color.AdjustSaturation` for details.\n \"\"\"\n\n if not torch.is_tensor(input):\n raise TypeError(f\"Input type is not a torch.Tensor. Got {type(input)}\")\n\n if not isinstance(saturation_factor, (float, torch.Tensor,)):\n raise TypeError(f\"The saturation_factor should be a float number or torch.Tensor.\"\n f\"Got {type(saturation_factor)}\")\n\n if isinstance(saturation_factor, float):\n saturation_factor = torch.tensor([saturation_factor])\n\n saturation_factor = saturation_factor.to(input.device).to(input.dtype)\n\n if (saturation_factor < 0).any():\n raise ValueError(f\"Saturation factor must be non-negative. Got {saturation_factor}\")\n\n for _ in input.shape[1:]:\n saturation_factor = torch.unsqueeze(saturation_factor, dim=-1\n\n # unpack the hsv values\n h, s, v = torch.chunk(input, chunks=3, dim=-3)\n\n # transform the hue value and appl module\n s_out: torch.Tensor = torch.clamp(s * saturation_factor, min=0, max=1)\n\n # pack back back the corrected hue\n out: torch.Tensor = torch.cat([h, s_out, v], dim=-3)\n\n return out\n\n\ndef adjust_saturation(input: torch.Tensor, saturation_factor: Union[float, torch.Tensor]) -> torch.Tensor:\n r\"\"\"Adjust color saturation of an image.\n\n See :class:`~kornia.color.AdjustSaturation` for details.\n \"\"\"\n\n # convert the rgb image to hsv\n x_hsv: torch.Tensor = rgb_to_hsv(input)\n\n # perform the conversion\n x_adjusted: torch.Tensor = adjust_saturation_raw(x_hsv, saturation_factor)\n\n # convert back to rgb\n out: torch.Tensor = hsv_to_rgb(x_adjusted)\n\n return out\n\n\n\n ... [20 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 11\n \u2022 Unclosed '(' at line 32 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 11\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7c6d185f736a9be6f5e0a171cd9fc68f8a4ce031
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: '''Entry point into the pommerman module''' import gym import inspect from . import agents from . import configs from . import constants from . import forward_model from . import helpers from . import utility from . import network gym.logger.set_level(40) REGISTRY = None def _register(): global REGISTRY REGISTRY = [] for name, f in inspect.getmembers(configs, inspect.isfunction): if not name.endswith('_env'): continue config = f() gym.envs.registration.register( id=config['env_id'], entry_point=config['env_entry_point'], kwargs=config['env_kwargs'] ) REGISTRY.append(config['env_id']) # Register environments with gym _register() def make(config_id, agent_list, game_state_file=None, render_mode='human'): '''Makes the pommerman env and registers it with gym''' assert config_id in REGISTRY, "Unknown configuration '{}'. " \ "Possible values: {}".format(config_id, REGISTRY) env = gym.make(config_id) for id_, agent in enumerate(agent_list): assert isinstance(agent, agents.BaseAgent) # NOTE: This is IMPORTANT so that the agent character is initialized agent.init_agent(id_, env.spec._kwargs['game_type']) env.set_agents(agent_list) env.set_init_game_state(game_state_file) env.set_render_mode(render_mode) return env from . import cli
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 19 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 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 0
| 1,418
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n'''Entry point into the pommerman module'''\nimport gym\nimport inspect\nfrom . import agents\nfrom . import configs\nfrom . import constants\nfrom . import forward_model\nfrom . import helpers\nfrom . import utility\nfrom . import network\n\ngym.logger.set_level(40)\nREGISTRY = None\n\n\ndef _register():\n global REGISTRY\n REGISTRY = []\n for name, f in inspect.getmembers(configs, inspect.isfunction):\n if not name.endswith('_env'):\n continue\n\n config = f()\n gym.envs.registration.register(\n id=config['env_id'],\n entry_point=config['env_entry_point'],\n kwargs=config['env_kwargs']\n )\n REGISTRY.append(config['env_id'])\n\n\n# Register environments with gym\n_register()\n\ndef make(config_id, agent_list, game_state_file=None, render_mode='human'):\n '''Makes the pommerman env and registers it with gym'''\n assert config_id in REGISTRY, \"Unknown configuration '{}'. \" \\\n \"Possible values: {}\".format(config_id, REGISTRY)\n env = gym.make(config_id)\n\n for id_, agent in enumerate(agent_list):\n assert isinstance(agent, agents.BaseAgent)\n # NOTE: This is IMPORTANT so that the agent character is initialized\n agent.init_agent(id_, env.spec._kwargs['game_type'])\n\n env.set_agents(agent_list)\n env.set_init_game_state(game_state_file)\n env.set_render_mode(render_mode)\n return env\n\n\nfrom . import cli"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 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 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49"}]
| false
| null | null | null |
7c6ea33d579371cc05a40f107c83af6d179fcd7a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.urls import path from .views import ProfileView urlpatterns = [ path('', ProfileView.as_view(), name='user-profile'), ]
|
Syntax Analysis:
|
beginner
|
ui
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 139
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.urls import path\n\nfrom .views import ProfileView\n\n\nurlpatterns = [\n path('', ProfileView.as_view(), name='user-profile'),\n]"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7c7069a54d49756f83e36923521eba70ab74f6c7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import sklearn.linear_model from autosklearn.pipeline.components.classification.passive_aggressive import \ PassiveAggressive from .test_base import BaseClassificationComponentTest class PassiveAggressiveComponentTest(BaseClassificationComponentTest): __test__ = True res = dict() res["default_iris"] = 0.92 res["iris_n_calls"] = 5 res["default_iris_iterative"] = 0.92 res["iris_iterative_n_iter"] = 32 res["defa
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 18 • Unclosed '[' at line 18 - expected ']' • Block at line 9 has no indented body Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 450
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport sklearn.linear_model\n\nfrom autosklearn.pipeline.components.classification.passive_aggressive import \\\n PassiveAggressive\n\nfrom .test_base import BaseClassificationComponentTest\n\n\nclass PassiveAggressiveComponentTest(BaseClassificationComponentTest):\n\n __test__ = True\n\n res = dict()\n res[\"default_iris\"] = 0.92\n res[\"iris_n_calls\"] = 5\n res[\"default_iris_iterative\"] = 0.92\n res[\"iris_iterative_n_iter\"] = 32\n res[\"defa"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 18\n \u2022 Unclosed '[' at line 18 - expected ']'\n \u2022 Block at line 9 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c70c6e774d6a8ca53417d3cc9999e257be28aad
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # coding=utf-8 # Copyright 2020 The TensorFlow Datasets Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class DartTest(tfds.testing.DatasetBuilderTestCase): DATASET_CLASS = dart.Dart SPLITS = { 'train': 2, 'validation': 1, 'test': 2, } ... [1 more functiondefs truncated] ...
|
Classes: DartTest This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 816
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2020 The TensorFlow Datasets Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass DartTest(tfds.testing.DatasetBuilderTestCase):\n DATASET_CLASS = dart.Dart\n SPLITS = {\n 'train': 2,\n 'validation': 1,\n 'test': 2,\n }\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Classes: DartTest\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c71eb8f52ad23f62b8d9e0d27dc37cf322f70c3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from data.data_loader_dad import ( class Exp_Informer_DAD(Exp_Basic): def __init__(self, args): super(Exp_Informer_DAD, self).__init__(args) def _build_model(self): model_dict = { 'informer':Informer, } if self.args.model=='informer': model = model_dict[self.args.model]( self.args.enc_in, self.args.dec_in, self.args.c_out, self.args.seq_len, self.args.label_len, self.args.pred_len, self.args.factor, self.args.d_model, self.args.n_heads, self.args.e_layers, self.args.d_layers, self.args.d_ff, self.args.dropout, self.args.attn, self.args.embed, self.args.data[:-1], self.args.activation, self.device ) return model.double() def _get_data(self, flag): args = self.args ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: data_dict = { 'SMAP':NASA_Anomaly, 'MSL':NASA_Anomaly, 'WADI':WADI, }
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 5
| 1
| 1,079
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom data.data_loader_dad import (\nclass Exp_Informer_DAD(Exp_Basic):\n def __init__(self, args):\n super(Exp_Informer_DAD, self).__init__(args)\n \n def _build_model(self):\n model_dict = {\n 'informer':Informer,\n }\n if self.args.model=='informer':\n model = model_dict[self.args.model](\n self.args.enc_in,\n self.args.dec_in, \n self.args.c_out, \n self.args.seq_len, \n self.args.label_len,\n self.args.pred_len, \n self.args.factor,\n self.args.d_model, \n self.args.n_heads, \n self.args.e_layers,\n self.args.d_layers, \n self.args.d_ff,\n self.args.dropout, \n self.args.attn,\n self.args.embed,\n self.args.data[:-1],\n self.args.activation,\n self.device\n )\n \n return model.double()\n\n def _get_data(self, flag):\n args = self.args\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 data_dict = {\n 'SMAP':NASA_Anomaly,\n 'MSL':NASA_Anomaly,\n 'WADI':WADI,\n }"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c72f8f31e7cf39a7edd3dbce8585cf8da069b38
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: def device_tracker_storage(mock_device_tracker_conf: list[Device]) -> list[Device]: """Mock out device tracker known devices storage.""" devices = mock_device_tracker_conf return devices @pytest.fixture(name="mqtt") def mock_mqtt_fixture(hass: HomeAssistant) -> None: """Mock the MQTT integration.""" hass.config.components.add(MQTT_DOMAIN) @pytest.fixture(name="is_serial_port") def is_serial_port_fixture() -> Generator[MagicMock, None, None]: """Patch the serial port check.""" with patch("homeassistant.components.mysensors.gateway.cv.isdevice") as is_device: is_device.side_effect = lambda device: device yield is_device @pytest.fixture(name="gateway_nodes") def gateway_nodes_fixture() -> dict[int, Sensor]: """Return the gateway nodes dict.""" return {} @pytest.fixture(name="serial_transport") async def serial_transport_fixture( gateway_nodes: dict[int, Sensor], is_serial_port: MagicMock, ) -> AsyncGenerator[dict[int, Sensor], None]: """Mock a serial transport.""" with patch( "mysensors.gateway_serial.AsyncTransport", autospec=True ) as transport_class, patch("mysensors.task.OTAFirmware", autospec=True), patch( "mysensors.task.load_fw", autospec=True ), patch( "mysensors.task.Persistence", autospec=True ) as persistence_class: persistence = persistence_class.return_value mock_gateway_features(persistence, transport_class, gateway_nodes) yield transport_class def mock_gateway_features( persistence: MagicMock, transport_class: MagicMock, nodes: dict[int, Sensor] ) -> None: """Mock the gateway features.""" async def mock_schedule_save_sensors() -> None: """Load nodes from via persistence.""" gateway = transport_class.call_args[0][0] gateway.sensors.update(nodes) persistence.schedule_save_sensors = AsyncMock( side_effect=mock_schedule_save_sensors ) # For some reason autospeccing does not recognize these methods. persistence.safe_load_sensors = MagicMock() persistence.save_sensors = MagicMock() async def mock_connect() -> None: """Mock the start method.""" transport.connect_task = MagicMock() gateway = transport_class.call_args[0][0] gateway.on_conn_made(gateway) transport = transport_class.return_value transport.connect_task = None transport.connect.side_effect = mock_connect @pytest.fixture(name="transport") def transport_fixture(serial_transport: MagicMock) -> MagicMock: """Return the default mocked transport.""" return serial_transport @pytest.fixture ... [21 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 83: ... [21 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 10 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 24 Unexpected indentation at line 29 Unexpected indentation at line 30 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 Unexpected indentation at line 39 Unexpected indentation at line 48 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 78 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 6
| 0
| 2,707
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ndef device_tracker_storage(mock_device_tracker_conf: list[Device]) -> list[Device]:\n \"\"\"Mock out device tracker known devices storage.\"\"\"\n devices = mock_device_tracker_conf\n return devices\n\n\n@pytest.fixture(name=\"mqtt\")\ndef mock_mqtt_fixture(hass: HomeAssistant) -> None:\n \"\"\"Mock the MQTT integration.\"\"\"\n hass.config.components.add(MQTT_DOMAIN)\n\n\n@pytest.fixture(name=\"is_serial_port\")\ndef is_serial_port_fixture() -> Generator[MagicMock, None, None]:\n \"\"\"Patch the serial port check.\"\"\"\n with patch(\"homeassistant.components.mysensors.gateway.cv.isdevice\") as is_device:\n is_device.side_effect = lambda device: device\n yield is_device\n\n\n@pytest.fixture(name=\"gateway_nodes\")\ndef gateway_nodes_fixture() -> dict[int, Sensor]:\n \"\"\"Return the gateway nodes dict.\"\"\"\n return {}\n\n\n@pytest.fixture(name=\"serial_transport\")\nasync def serial_transport_fixture(\n gateway_nodes: dict[int, Sensor],\n is_serial_port: MagicMock,\n) -> AsyncGenerator[dict[int, Sensor], None]:\n \"\"\"Mock a serial transport.\"\"\"\n with patch(\n \"mysensors.gateway_serial.AsyncTransport\", autospec=True\n ) as transport_class, patch(\"mysensors.task.OTAFirmware\", autospec=True), patch(\n \"mysensors.task.load_fw\", autospec=True\n ), patch(\n \"mysensors.task.Persistence\", autospec=True\n ) as persistence_class:\n persistence = persistence_class.return_value\n\n mock_gateway_features(persistence, transport_class, gateway_nodes)\n\n yield transport_class\n\n\ndef mock_gateway_features(\n persistence: MagicMock, transport_class: MagicMock, nodes: dict[int, Sensor]\n) -> None:\n \"\"\"Mock the gateway features.\"\"\"\n\n async def mock_schedule_save_sensors() -> None:\n \"\"\"Load nodes from via persistence.\"\"\"\n gateway = transport_class.call_args[0][0]\n gateway.sensors.update(nodes)\n\n persistence.schedule_save_sensors = AsyncMock(\n side_effect=mock_schedule_save_sensors\n )\n # For some reason autospeccing does not recognize these methods.\n persistence.safe_load_sensors = MagicMock()\n persistence.save_sensors = MagicMock()\n\n async def mock_connect() -> None:\n \"\"\"Mock the start method.\"\"\"\n transport.connect_task = MagicMock()\n gateway = transport_class.call_args[0][0]\n gateway.on_conn_made(gateway)\n\n transport = transport_class.return_value\n transport.connect_task = None\n transport.connect.side_effect = mock_connect\n\n\n@pytest.fixture(name=\"transport\")\ndef transport_fixture(serial_transport: MagicMock) -> MagicMock:\n \"\"\"Return the default mocked transport.\"\"\"\n return serial_transport\n\n\n@pytest.fixture\n\n ... [21 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 83: ... [21 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 10\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n Unexpected indentation at line 24\n Unexpected indentation at line 29\n Unexpected indentation at line 30\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\n Unexpected indentation at line 39\n Unexpected indentation at line 48\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 78\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
7c73ce1a389f347a8681ff6c30c8fe84612d252e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import cv2 as cv import numpy as np import copy import math import Edges import INTPoint eps = 1e-7 votes = {} Groups = [] VPoints = [] Centers = [] Cluster = [] voters = {} def getEdges(image): #moved to Edges.py return Edges.getEdges(image) def getLines(edges): #moved to Edges.py return Edges.getLines(edges) def checkRound(pos,edges): #moved to Edges.py return Edges.checkRound(pos,edges) def outOfSize(pos,edges): #moved to Edges.py return Edges.outOfSize(pos,edges) def extenLine(line,edges): #moved to Edges.py return Edges.extenLine(line,edges) def extenLines(lines,edges): #moved to Edges.py return Edges.extenLines(lines,edges) def shouldMerge(line1,line2): #moved to Edges.py return Edges.shouldMerge(line1,line2) def mergeLines(lines): #moved to Edges.py return Edges.mergeLines(lines) def getLineABC(line): #moved to Edges.py return Edges.getLineABC(line) def getCirAnch(a,b): #moved to Edges.py return Edges.getCirAnch(a,b) def getCrossPoint(linea,lineb): #moved to INTPoint.py return INTPoint.getIntersectPoint(linea,lineb) def sortLines(lines): #moved to Edges.py return Edges.sortLines(lines) def getVPoints2(lines,arange = 0.2617): #moved to INTPoint.py global VPoints VPoints = INTPoint.getVPoints2(lines,arange) return VPoints def getVPoints(num = 16): #this function is fallen into disuse because of the low speed for i in range(0,num + 1,1): lens = len(Groups[i]) for j in range(0,lens,1): for k in range(j+1,lens,1): VPoints.append(getCrossPoint(Groups[i][j],Groups[i][k])) def removeSame(list): #moved to INTPoint.py return INTPoint.removeSame(list) def getLinesLength(line): #moved to INTPoint.py return INTPoint.getLinesLength(line) def getMidPoint(line): #moved to INTPoint.py return INTPoint.getMidPoint(line) def getArch(line,point): #moved to INTPoint.py return INTPoint.getArch(line,point) def voteForPoint(lines): #moved to INTPoint.py global votes global voters votes,voters = INTPoint.voteForPoint(lines,VPoints) return def getGraPoint(points): count = 1.0 sumx = 0.0 sumy = 0.0 for point in points: w = votes[point] count += w sumx += w * point[0] sumy += w * point[1] return (sumx/count,sumy/count) def devideIntoPoints(Points): global Cluster lens = len(Cluster) for i in range(0,lens,1): Cluster[i] = [] for point in Points: if point[0] == 'p' or point[0] == 'h' or point[0] == 'v': continue if votes[point] == 0: continue minlens = 1e15 minpos = 0 now = -1 for cen in Centers: now += 1 lens = getLinesLength((point[0],point[1],cen[0],cen[1])) if lens < minlens: minlens = lens minpos = now Clust ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 133: ... [code truncated] ... ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 29 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
general
|
debugging
|
Pythoncode:Python
| 21
| 0
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport cv2 as cv\nimport numpy as np\nimport copy\nimport math\nimport Edges\nimport INTPoint\n\neps = 1e-7\nvotes = {}\nGroups = []\nVPoints = []\nCenters = []\nCluster = []\nvoters = {}\ndef getEdges(image):\n #moved to Edges.py\n return Edges.getEdges(image)\n\ndef getLines(edges):\n #moved to Edges.py\n return Edges.getLines(edges)\n\ndef checkRound(pos,edges):\n #moved to Edges.py\n return Edges.checkRound(pos,edges)\n\ndef outOfSize(pos,edges):\n #moved to Edges.py\n return Edges.outOfSize(pos,edges)\n\ndef extenLine(line,edges):\n #moved to Edges.py\n return Edges.extenLine(line,edges)\n\ndef extenLines(lines,edges):\n #moved to Edges.py\n return Edges.extenLines(lines,edges)\n\ndef shouldMerge(line1,line2):\n #moved to Edges.py\n return Edges.shouldMerge(line1,line2)\n\ndef mergeLines(lines):\n #moved to Edges.py\n return Edges.mergeLines(lines)\n\ndef getLineABC(line):\n #moved to Edges.py\n return Edges.getLineABC(line)\n\ndef getCirAnch(a,b):\n #moved to Edges.py\n return Edges.getCirAnch(a,b)\n\ndef getCrossPoint(linea,lineb):\n #moved to INTPoint.py\n return INTPoint.getIntersectPoint(linea,lineb)\n\ndef sortLines(lines):\n #moved to Edges.py\n return Edges.sortLines(lines)\n\ndef getVPoints2(lines,arange = 0.2617):\n #moved to INTPoint.py\n global VPoints\n VPoints = INTPoint.getVPoints2(lines,arange)\n return VPoints\n\ndef getVPoints(num = 16):\n #this function is fallen into disuse because of the low speed\n for i in range(0,num + 1,1):\n lens = len(Groups[i])\n for j in range(0,lens,1):\n for k in range(j+1,lens,1):\n VPoints.append(getCrossPoint(Groups[i][j],Groups[i][k]))\n\ndef removeSame(list):\n #moved to INTPoint.py\n return INTPoint.removeSame(list)\n\ndef getLinesLength(line):\n #moved to INTPoint.py\n return INTPoint.getLinesLength(line)\n\ndef getMidPoint(line):\n #moved to INTPoint.py\n return INTPoint.getMidPoint(line)\n\ndef getArch(line,point):\n #moved to INTPoint.py\n return INTPoint.getArch(line,point)\n\ndef voteForPoint(lines):\n #moved to INTPoint.py\n global votes\n global voters\n votes,voters = INTPoint.voteForPoint(lines,VPoints)\n return\n\ndef getGraPoint(points):\n count = 1.0\n sumx = 0.0\n sumy = 0.0\n for point in points:\n w = votes[point]\n count += w\n sumx += w * point[0]\n sumy += w * point[1]\n return (sumx/count,sumy/count)\n\ndef devideIntoPoints(Points):\n global Cluster\n lens = len(Cluster)\n for i in range(0,lens,1):\n Cluster[i] = []\n \n for point in Points:\n if point[0] == 'p' or point[0] == 'h' or point[0] == 'v':\n continue\n if votes[point] == 0:\n continue\n minlens = 1e15\n minpos = 0\n now = -1\n for cen in Centers:\n now += 1\n lens = getLinesLength((point[0],point[1],cen[0],cen[1]))\n if lens < minlens:\n minlens = lens\n minpos = now\n Clust\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 133: ... [code truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 17\n Unexpected indentation at line 21\n Unexpected indentation at line 25\n Unexpected indentation at line 29\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
7c7633cae0980db6c9c40b9c34972bdb7f5c0282
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: def test_list_example_directory(client): response = client.get("/api/files") assert response.status_code == 200 file_list = response.get_json() assert len(file_list) == 5 assert file_list[0]['key'] == 'image_annotated.jpg' assert file_list[1]['key'] == 'image.jpg' assert file_list[2]['key'] == 'more_images/' assert file_list[3]['key'] == 'more_images/01.jpg' assert file_list[4]['key'] == 'more_images/02.png' def test_list_example_directory_nested(client): response = client.get("/api/files?path=more_images") assert response.status_code == 200 file_list = response.get_json() assert len(file_list) == 2 assert file_list[0]['key'] == '01.jpg' assert file_list[1]['key'] == '02.png' def test_get_example_image(client): response = client.get("/api/files/image/x.jpg") assert response.status_code == 404 response = client.get("/api/files/image/image.jpg") assert response.status_code == 200 response = client.get("/api/files/image/more_images/01.jpg") assert response.status_code == 200 def test_get_example_image_data(client): response = client.get("/api/files/image_data/image.jpg") ass ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: response = client.get("/api/files/image_data/image_annotated.jpg") assert response.status_code == 200 data = response.get_json()
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 5
| 0
| 1,190
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndef test_list_example_directory(client):\n response = client.get(\"/api/files\")\n assert response.status_code == 200\n\n file_list = response.get_json()\n assert len(file_list) == 5\n assert file_list[0]['key'] == 'image_annotated.jpg'\n assert file_list[1]['key'] == 'image.jpg'\n assert file_list[2]['key'] == 'more_images/'\n assert file_list[3]['key'] == 'more_images/01.jpg'\n assert file_list[4]['key'] == 'more_images/02.png'\n\n\ndef test_list_example_directory_nested(client):\n response = client.get(\"/api/files?path=more_images\")\n assert response.status_code == 200\n\n file_list = response.get_json()\n assert len(file_list) == 2\n assert file_list[0]['key'] == '01.jpg'\n assert file_list[1]['key'] == '02.png'\n\n\ndef test_get_example_image(client):\n response = client.get(\"/api/files/image/x.jpg\")\n assert response.status_code == 404\n\n response = client.get(\"/api/files/image/image.jpg\")\n assert response.status_code == 200\n\n response = client.get(\"/api/files/image/more_images/01.jpg\")\n assert response.status_code == 200\n\n\ndef test_get_example_image_data(client):\n response = client.get(\"/api/files/image_data/image.jpg\")\n ass\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 response = client.get(\"/api/files/image_data/image_annotated.jpg\")\n assert response.status_code == 200\n\n data = response.get_json()"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c7664cf829c84ce53f7c105e72a7861e60af5ad
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from django.db import migrations, models from django.conf import settings from opaque_keys.edx.django.models import CourseKeyField ... [1 more classdefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 7: ... [1 more classdefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
beginner
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 0
| 177
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.db import migrations, models\nfrom django.conf import settings\nfrom opaque_keys.edx.django.models import CourseKeyField\n\n\n\n ... [1 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 7: ... [1 more classdefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
7c76c121d957b364e4b6f2fa9125b58b9c909aee
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """Generate Customer Data""" import csv import random from config import MIN_CUSTOMER_ID, MAX_CUSTOMER_ID ACQUISITION_SOURCES = [ 'OrganicSearch', 'PaidSearch', 'Email', 'SocialMedia', 'Display', 'Affiliate' 'Referral' ] def main(): with open('customers.csv', 'w') as fout: writer = csv.DictWriter(fout, fieldnames=['CustomerID', 'AcquisitionSource']) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: for customer_id in range(MIN_CUSTOMER_ID, MAX_CUSTOMER_ID + 1): record = { 'CustomerID': int(customer_id), 'AcquisitionSource': random.choices(ACQUISITION_SOURCES).pop() }
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 402
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"Generate Customer Data\"\"\"\n\nimport csv\nimport random\n\nfrom config import MIN_CUSTOMER_ID, MAX_CUSTOMER_ID\n\nACQUISITION_SOURCES = [\n 'OrganicSearch',\n 'PaidSearch',\n 'Email',\n 'SocialMedia',\n 'Display',\n 'Affiliate'\n 'Referral'\n]\n\n\ndef main():\n with open('customers.csv', 'w') as fout:\n writer = csv.DictWriter(fout, fieldnames=['CustomerID', 'AcquisitionSource'])\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 for customer_id in range(MIN_CUSTOMER_ID, MAX_CUSTOMER_ID + 1):\n record = {\n 'CustomerID': int(customer_id),\n 'AcquisitionSource': random.choices(ACQUISITION_SOURCES).pop()\n }"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c76d6a2f8e354238a96f859815250852db8cda1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import parsl from parsl.app.app import python_app from parsl.tests.configs.local_threads import config from parsl.executors.errors import UnsupportedFeatureError from parsl.executors import WorkQueueExecutor @python_app def double(x, parsl_resource_specification={}): return x * 2 def test_resource(n=2): spec = {'cores': 2, 'memory': '1GiB'} fut = double(n, parsl_resource_specification=spec) try: fut.result() except Exception as e: assert isinstance(e, UnsupportedFeatureError) else: executors = parsl.dfk().executors executor = None for label in executors: if label != 'data_manager': executor = executors[labe
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 25 - expected ']' • SyntaxError: '[' was never closed at line 25 Fix: Close the string literal with matching quote
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 710
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport parsl\nfrom parsl.app.app import python_app\nfrom parsl.tests.configs.local_threads import config\nfrom parsl.executors.errors import UnsupportedFeatureError\nfrom parsl.executors import WorkQueueExecutor\n\n\n@python_app\ndef double(x, parsl_resource_specification={}):\n return x * 2\n\n\ndef test_resource(n=2):\n spec = {'cores': 2, 'memory': '1GiB'}\n fut = double(n, parsl_resource_specification=spec)\n try:\n fut.result()\n except Exception as e:\n assert isinstance(e, UnsupportedFeatureError)\n else:\n executors = parsl.dfk().executors\n executor = None\n for label in executors:\n if label != 'data_manager':\n executor = executors[labe"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 25 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 25\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7c77100c5bc822f15ee0cc031b607fff7a7b2f70
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import pathlib import re from typing import List, Optional, Dict, Set, Tuple, Iterable import shlex class FileMatcher: """Match files based on a pattern""" def __init__(self, match_string: str, include: bool): self.match_string = match_string self.exact = '*' not in match_string self.absolute_path = match_string.startswith('/') self.include = include @classmethod def parse(cls, match_strings: List[str]) -> List['FileMatcher']: """Parse pattens from a list""" res = [] for m in match_strings: if m.startswith('^'): res.append(FileMatcher(m[1:], include=False)) else: res.append(FileMatcher(m, include=True)) return res def filter_upload_files(self, files: List[pathlib.Path]) -> List[pathlib.Path]: """Filter uploaded files by this pattern""" return list(filter(lambda f: self.__match(f.as_posix()) == self.include, files)) def filter_download_files(self, files: List[str], work_dir: str) -> List[str]: """Filter downloaded files by this pattern""" if self.absolute_path: # matching absolute files res = [] for file in files: if self.__match(file) == self.include: res.append(file) return res else: # matching files relative to working directory res = [] for file in files: try: rel_file = pathlib.Path(file).relative_to(work_dir).as_posix() except ValueError: if not self.include: res.append(file) continue if self.__match(rel_file) == self.include: res.append(file) return res
|
def __match(self, value: str) -> bool: """Match value with this pattern""" if self.exact: return self.match_string == value split = self.match_string.split("*") i = 0 off = 0 len_v = len(value) s = split[0] len_s = len(s) if len_s > 0: if len_v < i + len_s or value[i:i + len_s] != s: return False off += len_s i += 1 while i < len(split): s = split[i] len_s = len(s) if len_s > 0: off = value.find(s, off) if off < 0: return False i += 1 off += len_s if split[-1] != '' and off != len_v: return False return True class FileResolver: """Resolve files from command line arguments""" ... [8 more functiondefs truncated] ...
|
advanced
|
oop
|
code_completion
|
Pythoncode:Python
| 5
| 2
| 2,778
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport pathlib\nimport re\nfrom typing import List, Optional, Dict, Set, Tuple, Iterable\nimport shlex\n\nclass FileMatcher:\n \"\"\"Match files based on a pattern\"\"\"\n def __init__(self, match_string: str, include: bool):\n self.match_string = match_string\n self.exact = '*' not in match_string\n self.absolute_path = match_string.startswith('/')\n self.include = include\n\n @classmethod\n def parse(cls, match_strings: List[str]) -> List['FileMatcher']:\n \"\"\"Parse pattens from a list\"\"\"\n res = []\n for m in match_strings:\n if m.startswith('^'):\n res.append(FileMatcher(m[1:], include=False))\n else:\n res.append(FileMatcher(m, include=True))\n return res\n\n def filter_upload_files(self, files: List[pathlib.Path]) -> List[pathlib.Path]:\n \"\"\"Filter uploaded files by this pattern\"\"\"\n return list(filter(lambda f: self.__match(f.as_posix()) == self.include, files))\n\n def filter_download_files(self, files: List[str], work_dir: str) -> List[str]:\n \"\"\"Filter downloaded files by this pattern\"\"\"\n if self.absolute_path:\n # matching absolute files\n res = []\n for file in files:\n if self.__match(file) == self.include:\n res.append(file)\n return res\n else:\n # matching files relative to working directory\n res = []\n for file in files:\n try:\n rel_file = pathlib.Path(file).relative_to(work_dir).as_posix()\n except ValueError:\n if not self.include:\n res.append(file)\n continue\n if self.__match(rel_file) == self.include:\n res.append(file)\n return res"}, {"role": "assistant", "content": "\n\n def __match(self, value: str) -> bool:\n \"\"\"Match value with this pattern\"\"\"\n if self.exact:\n return self.match_string == value\n split = self.match_string.split(\"*\")\n i = 0\n off = 0\n len_v = len(value)\n s = split[0]\n len_s = len(s)\n if len_s > 0:\n if len_v < i + len_s or value[i:i + len_s] != s:\n return False\n off += len_s\n i += 1\n while i < len(split):\n s = split[i]\n len_s = len(s)\n if len_s > 0:\n off = value.find(s, off)\n if off < 0:\n return False\n i += 1\n off += len_s\n if split[-1] != '' and off != len_v:\n return False\n return True\n\n\nclass FileResolver:\n \"\"\"Resolve files from command line arguments\"\"\"\n\n ... [8 more functiondefs truncated] ..."}]
| false
| null | null | null |
7c78f1b09da753afd4fbe81d818781bc202c7f29
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from cloud.permission import Permission, NeedPermission from cloud.message import error # Define the input output format of the function. # This information is used when creating the *SDK*. info = { 'input_format': { 'session_id': 'str', 'field': 'str', 'value?': 'str', }, 'output_format': { 'user_id?': 'str', }, 'description': 'Set my information' } @NeedPermission(Permission.Run.Auth.set_me) def do(data, resource): body = {} params = data['params'] user = data['user'] user_id = user['id'] field = params.get('field') value = params.get('value', None) user = resource.db_get_item(user_id) # For security if field in ['id', 'email', 'password_hash', 'salt', 'groups', 'login_method']: body['error'] = error.FORBIDDEN_MODIFICATION return body else: user[field + 1] = value resource.db_update_item(user_id, user) body['user_id'] = user_id return body
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,001
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\nfrom cloud.permission import Permission, NeedPermission\nfrom cloud.message import error\n\n# Define the input output format of the function.\n# This information is used when creating the *SDK*.\ninfo = {\n 'input_format': {\n 'session_id': 'str',\n 'field': 'str',\n 'value?': 'str',\n },\n 'output_format': {\n 'user_id?': 'str',\n },\n 'description': 'Set my information'\n}\n\n\n@NeedPermission(Permission.Run.Auth.set_me)\ndef do(data, resource):\n body = {}\n params = data['params']\n user = data['user']\n user_id = user['id']\n\n field = params.get('field')\n value = params.get('value', None)\n\n user = resource.db_get_item(user_id)\n\n # For security\n if field in ['id', 'email', 'password_hash', 'salt', 'groups', 'login_method']:\n body['error'] = error.FORBIDDEN_MODIFICATION\n return body\n else:\n user[field + 1] = value\n resource.db_update_item(user_id, user)\n body['user_id'] = user_id\n return body"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
7c7958cdc1aac4d3672c25246775beb5da7fc72d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ Write MCNP Material Cards ========================= Here we load a test reactor and write each component of one fuel block out as MCNP material cards. Normally, code-specific utility code would belong in a code-specific ARMI plugin. But in this case, the need for MCNP materials cards is so pervasive that it made it into the framework. """ from armi.reactor.tests import test_reactors from armi.r Error: SyntaxError / EOF
|
Fixed Code: """ Write MCNP Material Cards ========================= Here we load a test reactor and write each component of one fuel block out as MCNP material cards. Normally, code-specific utility code would belong in a code-specific ARMI plugin. But in this case, the need for MCNP materials cards is so pervasive that it made it into the framework. """ from armi.reactor.tests import test_reactors from armi.reactor.flags import Flags from armi.utils.densityTools import formatMaterialCard from armi.nucDirectory import nuclideBases as nb from armi import configure configure(permissive=True) Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 404
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\nWrite MCNP Material Cards\n=========================\n\nHere we load a test reactor and write each component of one fuel block out as\nMCNP material cards.\n\nNormally, code-specific utility code would belong in a code-specific ARMI\nplugin. But in this case, the need for MCNP materials cards is so pervasive\nthat it made it into the framework.\n\"\"\"\n\nfrom armi.reactor.tests import test_reactors\nfrom armi.r\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\nWrite MCNP Material Cards\n=========================\n\nHere we load a test reactor and write each component of one fuel block out as\nMCNP material cards.\n\nNormally, code-specific utility code would belong in a code-specific ARMI\nplugin. But in this case, the need for MCNP materials cards is so pervasive\nthat it made it into the framework.\n\"\"\"\n\nfrom armi.reactor.tests import test_reactors\nfrom armi.reactor.flags import Flags\nfrom armi.utils.densityTools import formatMaterialCard\nfrom armi.nucDirectory import nuclideBases as nb\nfrom armi import configure\n\nconfigure(permissive=True)\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c79d2fe84aae88ef213fa559ea2499797887d57
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os def generate_gedcom_file(): """generate some gedcom file""" db = {} db['n_individuals'] = 0 db['max_individuals'] = 8000 db['n_families'] = 0 db['yougest'] = None gedcom_content = """ 0 HEAD 1 SOUR Gramps 2 VERS 3.3.0 2 NAME Gramps 1 DATE {} 2 TIME 15:35:24 1 SUBM @SUBM@ 1 COPR Copyright (c) 2020 Christian Schulze,,,. 1 GEDC 2 VERS 5.5 1 CHAR UTF-8 1 LANG German """.format(datetime.date.today()) def generate_individual(db, birth_year, sex=None, last_name=None): if not sex: sex = 'F' if random() < 0.5 else 'M' first_name = names.get_first_name( gender='male' if sex == 'M' else 'female') if random() < 0.3: first_name += ' ' + \ names.get_first_name(gender='male' if sex == 'M' else 'female') if not last_name: last_name = names.get_last_name() birth_place = 'Paris' if random() < 0.5 else 'Rome' death_place = 'Zorge' if random() < 0.5 else 'Bruegge' db['n_individuals'] += 1 individual_id = '@I{}@'.format(db["n_individuals"]) death_year = birth_year + 40 + int(random()*20) db[individual_id] = { 'birth': birth_year, 'death': death_year, 'sex': sex, 'last_name': last_name } birth_date = '1 JUN {}'.format(birth_year) death_date = '1 JUN {}'.format(birth_year) if not db['yougest']: db['yougest'] = individual_id elif db[db['yougest']]['birth'] < birth_year: db['yougest'] = individual_id db[individual_id]['string'] = """0 {individual_id} INDI 1 NAME {first_name} /{last_name}/ 1 SEX {sex} 1 BIRT 2 DATE {birth_date} 2 PLAC {birth_place} 1 DEAT 2 DATE {death_date} 2 PLAC {death_place} """.format(**locals()) return individual_id def generate_family(db, husband_id, wife_id, children_ids, marriage_year, marriage_place=None): if not marriage_place: marriage_place = 'London' if random() < 0.5 else 'Tokio' db['n_families'] += 1 marriage_date = '1 MAY {}'.format(marriage_year) family_id = "@F{}@".format(db['n_families']) db[family_id] = {'string': """0 {family_id} FAM 1 HUSB {husband_id} 1 WIFE {wife_id} 1 MARR 2 DATE {marriage_date} 2 PLAC {marriage_place} """.format( **locals() )} for child_id in children_ids: db[family_id]['string'] += "1 CHIL {}\n".format(child_id) return family_id ... [4 more functiondefs truncated] ... Error: NameError: name is not defined
|
Fixed Code: import names import os import datetime from random import random def generate_gedcom_file(): """generate some gedcom file""" db = {} db['n_individuals'] = 0 db['max_individuals'] = 8000 db['n_families'] = 0 db['yougest'] = None gedcom_content = """ 0 HEAD 1 SOUR Gramps 2 VERS 3.3.0 2 NAME Gramps 1 DATE {} 2 TIME 15:35:24 Explanation: Add missing imports: from random import random, import datetime
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 2,560
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\n\n\ndef generate_gedcom_file():\n \"\"\"generate some gedcom file\"\"\"\n db = {}\n db['n_individuals'] = 0\n db['max_individuals'] = 8000\n db['n_families'] = 0\n db['yougest'] = None\n gedcom_content = \"\"\"\n 0 HEAD\n1 SOUR Gramps\n2 VERS 3.3.0\n2 NAME Gramps\n1 DATE {}\n2 TIME 15:35:24\n1 SUBM @SUBM@\n1 COPR Copyright (c) 2020 Christian Schulze,,,.\n1 GEDC\n2 VERS 5.5\n1 CHAR UTF-8\n1 LANG German\n\"\"\".format(datetime.date.today())\n\n def generate_individual(db, birth_year, sex=None, last_name=None):\n if not sex:\n sex = 'F' if random() < 0.5 else 'M'\n first_name = names.get_first_name(\n gender='male' if sex == 'M' else 'female')\n if random() < 0.3:\n first_name += ' ' + \\\n names.get_first_name(gender='male' if sex == 'M' else 'female')\n if not last_name:\n last_name = names.get_last_name()\n birth_place = 'Paris' if random() < 0.5 else 'Rome'\n death_place = 'Zorge' if random() < 0.5 else 'Bruegge'\n db['n_individuals'] += 1\n individual_id = '@I{}@'.format(db[\"n_individuals\"])\n death_year = birth_year + 40 + int(random()*20)\n db[individual_id] = {\n 'birth': birth_year,\n 'death': death_year,\n 'sex': sex,\n 'last_name': last_name\n }\n birth_date = '1 JUN {}'.format(birth_year)\n death_date = '1 JUN {}'.format(birth_year)\n if not db['yougest']:\n db['yougest'] = individual_id\n elif db[db['yougest']]['birth'] < birth_year:\n db['yougest'] = individual_id\n\n db[individual_id]['string'] = \"\"\"0 {individual_id} INDI\n1 NAME {first_name} /{last_name}/\n1 SEX {sex}\n1 BIRT\n2 DATE {birth_date}\n2 PLAC {birth_place}\n1 DEAT\n2 DATE {death_date}\n2 PLAC {death_place}\n\"\"\".format(**locals())\n return individual_id\n\n def generate_family(db, husband_id, wife_id, children_ids, marriage_year, marriage_place=None):\n if not marriage_place:\n marriage_place = 'London' if random() < 0.5 else 'Tokio'\n db['n_families'] += 1\n marriage_date = '1 MAY {}'.format(marriage_year)\n family_id = \"@F{}@\".format(db['n_families'])\n db[family_id] = {'string': \"\"\"0 {family_id} FAM\n1 HUSB {husband_id}\n1 WIFE {wife_id}\n1 MARR\n2 DATE {marriage_date}\n2 PLAC {marriage_place}\n\"\"\".format(\n **locals()\n)}\n for child_id in children_ids:\n db[family_id]['string'] += \"1 CHIL {}\\n\".format(child_id)\n return family_id\n\n\n ... [4 more functiondefs truncated] ...\n\n Error: NameError: name is not defined"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport names\nimport os\nimport datetime\nfrom random import random\n\n\ndef generate_gedcom_file():\n \"\"\"generate some gedcom file\"\"\"\n db = {}\n db['n_individuals'] = 0\n db['max_individuals'] = 8000\n db['n_families'] = 0\n db['yougest'] = None\n gedcom_content = \"\"\"\n 0 HEAD\n1 SOUR Gramps\n2 VERS 3.3.0\n2 NAME Gramps\n1 DATE {}\n2 TIME 15:35:24\n\n Explanation: Add missing imports: from random import random, import datetime"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
7c79e12b0a22b9ba1c999ecbf405c389b15998f7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class MyGame(arcade.Window): """ Main application class """ def __init__(self, width, height, title): super().__init__(width, height, title) # Set the working directory (where we expect to find files) to the same # directory this .py file is in. You can leave this out of your own # code, but it is needed to easily run the examples using "python -m" # as mentioned at the top of this program. file_path = os.path.dirname(os.path.abspath(__file__)) os.chdir(file_path) arcade.set_background_color(arcade.color.BLACK) self.frame_count = 0 self.enemy_list = None self.bullet_list = None self.player_list = None self.player = None def setup(self): self.enemy_list =
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 24: self.enemy_list = Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 793
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass MyGame(arcade.Window):\n \"\"\" Main application class \"\"\"\n\n def __init__(self, width, height, title):\n super().__init__(width, height, title)\n\n # Set the working directory (where we expect to find files) to the same\n # directory this .py file is in. You can leave this out of your own\n # code, but it is needed to easily run the examples using \"python -m\"\n # as mentioned at the top of this program.\n file_path = os.path.dirname(os.path.abspath(__file__))\n os.chdir(file_path)\n\n arcade.set_background_color(arcade.color.BLACK)\n\n self.frame_count = 0\n\n self.enemy_list = None\n self.bullet_list = None\n self.player_list = None\n self.player = None\n\n def setup(self):\n self.enemy_list ="}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 24: self.enemy_list = \n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c79e8c0feadf546c1f7ffb56f2c6aded823808d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # This Part will gather Infos and demonstrate the use of Variables. usrName = input("What is your Name?") usrAge = int(input("What is your Age?")) usrGPA = float(input("What is your GPA?") print () #cheap way to get a new line print ("Hello, %s" % (usrName)) print ("Did you know that in two years you will be %d years old? " % (usrAge +2)) print ("Also you need to improve your GPA by %f points to have a perfect score." % (4.0 - usrGPA)) print ()
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 4 - expected ')' • SyntaxError: '(' was never closed at line 4 Fix: Add missing ')' bracket at line 4
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 449
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# This Part will gather Infos and demonstrate the use of Variables.\nusrName = input(\"What is your Name?\")\nusrAge = int(input(\"What is your Age?\"))\nusrGPA = float(input(\"What is your GPA?\")\nprint () #cheap way to get a new line\nprint (\"Hello, %s\" % (usrName))\nprint (\"Did you know that in two years you will be %d years old? \" % (usrAge +2))\nprint (\"Also you need to improve your GPA by %f points to have a perfect score.\" % (4.0 - usrGPA))\nprint ()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 4\n\n Fix: Add missing ')' bracket at line 4"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7c7a936052804b42678eb433f6f64454107e4317
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class Message: def __init__(self, from_channel=None, **kwargs): self._channel = from_channel if kwargs is not None: for key, value in kwargs.items(): setattr(self, key, value) @property def carrier(self): return self._channel def sender(self): return self._channel.sender # Complete this line return self._channel.receiver class CallbackMessage(Message): def __init__(self, function): super(CallbackMessage, self).__init__(function=function) if __name__ == "__main__": msg = Message(sender="A", receiver="B") assert msg.sender is "A" assert msg.receiver is "B"
|
The missing line is: def receiver(self):
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 2
| 684
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass Message:\n def __init__(self, from_channel=None, **kwargs):\n self._channel = from_channel\n if kwargs is not None:\n for key, value in kwargs.items():\n setattr(self, key, value)\n\n @property\n def carrier(self):\n return self._channel\n\n def sender(self):\n return self._channel.sender\n\n # Complete this line\n return self._channel.receiver\n\nclass CallbackMessage(Message):\n def __init__(self, function):\n super(CallbackMessage, self).__init__(function=function)\n\n \n\n\nif __name__ == \"__main__\":\n msg = Message(sender=\"A\", receiver=\"B\")\n assert msg.sender is \"A\"\n assert msg.receiver is \"B\""}, {"role": "assistant", "content": "The missing line is:\n def receiver(self):"}]
| false
| null | null | null |
7c7ce13176c091aaa43308e8a58ace22a4dd604d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import logging from opbeat.handlers.logging import OpbeatHandler from opbeat.utils.stacks import iter_stack_frames from tests.helpers import get_tempstoreclient from tests.utils.compat import TestCase class LoggingIntegrationTest(TestCase): def setUp(self): self.client = get_tempstoreclient(include_paths=['tests', 'opbeat']) self.handler = OpbeatHandler(self.client) self.logger = logging.getLogger(__name__) self.logger.handlers = [] self.logger.addHandler(self.handler) def test_logger_basic(self): self.logger.error('This is a test error') self.assertEquals(len(self.client.events), 1) event = self.client.events.pop(0) self.assertEquals(event['logger'], __name__) self.assertEquals(event['level'], "error") self.assertEquals(event['message'], 'This is a test error') self.assertFalse('stacktrace' in event) self.assertFalse('exception' in event) self.assertTrue('param_message' in event) msg = event['param_message'] self.assertEquals(msg['message'], 'This is a test error') self.assertEquals(msg['params'], ()) def test_logger_warning(self): self.logger.warning('This is a test warning') self.assertEquals(len(self.client.events), 1) event = self.client.events.pop(0) self.assertEquals(event['logger'], __name__) self.assertEquals(event['level'], "warning") self.assertFalse('stacktrace' in event) self.assertFalse('exception' in event) self.assertTrue('param_message' in event) msg = event['param_message'] self.assertEquals(msg['message'], 'This is a test warning') self.assertEquals(msg['params'], ()) def test_logger_extra_data(self): self.logger.info('This is a test info with a url', extra=dict( data=dict( url='http://example.com', ), )) self.assertEquals(len(self.client.events), 1) event = self.client.events.pop(0) self.assertEquals(event['extra']['url'], 'http://example.com') self.assertFalse('stacktrace' in event) self.assertFalse('exception' in event) self.assertTrue('param_message' in event) msg = event['param_message'] self.assertEquals(msg['message'], 'This is a test info with a url') self.assertEquals(msg['params'], ()) ... [11 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 62: ... [11 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 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 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 47 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 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 4
| 1
| 2,474
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport logging\n\nfrom opbeat.handlers.logging import OpbeatHandler\nfrom opbeat.utils.stacks import iter_stack_frames\nfrom tests.helpers import get_tempstoreclient\nfrom tests.utils.compat import TestCase\n\n\nclass LoggingIntegrationTest(TestCase):\n def setUp(self):\n self.client = get_tempstoreclient(include_paths=['tests', 'opbeat'])\n self.handler = OpbeatHandler(self.client)\n self.logger = logging.getLogger(__name__)\n self.logger.handlers = []\n self.logger.addHandler(self.handler)\n\n def test_logger_basic(self):\n self.logger.error('This is a test error')\n\n self.assertEquals(len(self.client.events), 1)\n event = self.client.events.pop(0)\n self.assertEquals(event['logger'], __name__)\n self.assertEquals(event['level'], \"error\")\n self.assertEquals(event['message'], 'This is a test error')\n self.assertFalse('stacktrace' in event)\n self.assertFalse('exception' in event)\n self.assertTrue('param_message' in event)\n msg = event['param_message']\n self.assertEquals(msg['message'], 'This is a test error')\n self.assertEquals(msg['params'], ())\n\n def test_logger_warning(self):\n self.logger.warning('This is a test warning')\n self.assertEquals(len(self.client.events), 1)\n event = self.client.events.pop(0)\n self.assertEquals(event['logger'], __name__)\n self.assertEquals(event['level'], \"warning\")\n self.assertFalse('stacktrace' in event)\n self.assertFalse('exception' in event)\n self.assertTrue('param_message' in event)\n msg = event['param_message']\n self.assertEquals(msg['message'], 'This is a test warning')\n self.assertEquals(msg['params'], ())\n\n def test_logger_extra_data(self):\n self.logger.info('This is a test info with a url', extra=dict(\n data=dict(\n url='http://example.com',\n ),\n ))\n self.assertEquals(len(self.client.events), 1)\n event = self.client.events.pop(0)\n self.assertEquals(event['extra']['url'], 'http://example.com')\n self.assertFalse('stacktrace' in event)\n self.assertFalse('exception' in event)\n self.assertTrue('param_message' in event)\n msg = event['param_message']\n self.assertEquals(msg['message'], 'This is a test info with a url')\n self.assertEquals(msg['params'], ())\n\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 62: ... [11 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 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 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
7c7d98835e8aa5d863003dad874d15530ea2ef72
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # pylint: disable=E1101 from sqlalchemy import sql from sqlalchemy import orm from sqlalchemy.orm.exc import NoResultFound from .. import Base # http://www.iana.org/assignments/media-types/media-types.xhtml class MimeMajor(Base): """Mime major""" def __init__(self, name): super().__init__() self.name = name class Mime(Base): def __init__(self, name, template, major): super().__init__() self.name = name self.template = template self.major = major @property def full(self): return '{0}/{1}'.format(self.major.name, self.name) @staticmethod def q_major_minor(dbsession, major, minor): cond = sql.and_( MimeMajor.name == major, Mime.name == minor ) result = dbsession.execute( sql.select(Mime).join(Mime.major).options( orm.contains_eager(Mime.major) ).filter(cond) ).scalar_one_or_none() return result ########### # Filters # ########### @classmethod def filter_mime(cls, value): (major, minor) = value.split('/') cond = sql.and_() cond.append(MimeMajor.name == major) if minor and minor != '*': cond.append(Mime.name == minor) return cond
|
Functions: __init__, __init__, full, q_major_minor, filter_mime Classes: MimeMajor, Mime This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 5
| 2
| 1,342
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# pylint: disable=E1101\n\nfrom sqlalchemy import sql\nfrom sqlalchemy import orm\n\nfrom sqlalchemy.orm.exc import NoResultFound\n\nfrom .. import Base\n\n# http://www.iana.org/assignments/media-types/media-types.xhtml\n\n\nclass MimeMajor(Base):\n \"\"\"Mime major\"\"\"\n\n def __init__(self, name):\n super().__init__()\n self.name = name\n\n\nclass Mime(Base):\n\n def __init__(self, name, template, major):\n super().__init__()\n self.name = name\n self.template = template\n self.major = major\n\n @property\n def full(self):\n return '{0}/{1}'.format(self.major.name, self.name)\n\n @staticmethod\n def q_major_minor(dbsession, major, minor):\n cond = sql.and_(\n MimeMajor.name == major,\n Mime.name == minor\n )\n\n result = dbsession.execute(\n sql.select(Mime).join(Mime.major).options(\n orm.contains_eager(Mime.major)\n ).filter(cond)\n ).scalar_one_or_none()\n\n return result\n\n ###########\n # Filters #\n ###########\n\n @classmethod\n def filter_mime(cls, value):\n (major, minor) = value.split('/')\n cond = sql.and_()\n cond.append(MimeMajor.name == major)\n if minor and minor != '*':\n cond.append(Mime.name == minor)\n return cond"}, {"role": "assistant", "content": " Functions: __init__, __init__, full, q_major_minor, filter_mime\n Classes: MimeMajor, Mime\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c7e4ec9d240f0bbb6bcb11b797135aad6a43254
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # encoding: utf-8 from goods.models import Goods from django.views.generic.base import View class GoodsListView(View): def get(self, request): """ 通过django的view实现商品列表页 """ json_list = [] goods = Goods.objects.all()[:10] # for good in goods: # json_dict = {} # json_dict["name"] = good.name # json_dict["category"] = good.category.name # json_dict["market_price"] = good.market_price # json_dict["add_time"] = good.add_time # json_list.append(json_dict) # from django.http import HttpResponse # import json # Complete this line from django.forms.models import model_to_dict for good in goods: json_dict = model_to_dict(good) json_list.append(json_dict) import json from django.core import serializers json_data = serializers.serialize('json', goods) json_data = json.loads(json_data) from django.http import HttpResponse, JsonResponse # jsonResponse做的工作也就是加上了dumps和content_type # return HttpResponse(json.dumps(json_data), content_type="application/json") # 注释掉loads，下面语句正常 # return HttpResponse(json_data, content_type="application/json") return JsonResponse(json_data, safe=False)
|
The missing line is: # return HttpResponse(json.dumps(json_list),content_type="application/json")
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 1,415
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# encoding: utf-8\nfrom goods.models import Goods\nfrom django.views.generic.base import View\n\n\nclass GoodsListView(View):\n def get(self, request):\n \"\"\"\n \u901a\u8fc7django\u7684view\u5b9e\u73b0\u5546\u54c1\u5217\u8868\u9875\n \"\"\"\n json_list = []\n goods = Goods.objects.all()[:10]\n\n # for good in goods:\n # json_dict = {}\n # json_dict[\"name\"] = good.name\n # json_dict[\"category\"] = good.category.name\n # json_dict[\"market_price\"] = good.market_price\n # json_dict[\"add_time\"] = good.add_time\n # json_list.append(json_dict)\n\n # from django.http import HttpResponse\n # import json\n # Complete this line\n\n from django.forms.models import model_to_dict\n for good in goods:\n json_dict = model_to_dict(good)\n json_list.append(json_dict)\n\n import json\n from django.core import serializers\n json_data = serializers.serialize('json', goods)\n json_data = json.loads(json_data)\n from django.http import HttpResponse, JsonResponse\n # jsonResponse\u505a\u7684\u5de5\u4f5c\u4e5f\u5c31\u662f\u52a0\u4e0a\u4e86dumps\u548ccontent_type\n # return HttpResponse(json.dumps(json_data), content_type=\"application/json\")\n # \u6ce8\u91ca\u6389loads\uff0c\u4e0b\u9762\u8bed\u53e5\u6b63\u5e38\n # return HttpResponse(json_data, content_type=\"application/json\")\n return JsonResponse(json_data, safe=False)"}, {"role": "assistant", "content": "The missing line is:\n # return HttpResponse(json.dumps(json_list),content_type=\"application/json\")"}]
| false
| null | null | null |
7c7e5ef5e8a7277261b9729c9f251391fd2d29dc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python import errno import os import platform import sys import traceback from fcntl import flock, LOCK_EX, LOCK_NB from optparse import OptionParser from os import O_RDWR, O_CREAT, O_WRONLY, O_APPEND from os.path import basename, dirname, exists, realpath from os.path import join as pathjoin from signal import SIGTERM, SIGKILL from stat import S_ISLNK from time import sleep def find_install_path(f): """Find canonical parent of bin/launcher.py""" if basename(f) != 'launcher.py': raise Exception("Expected file '%s' to be 'launcher.py' not '%s'" % (f, basename(f))) p = realpath(dirname(f)) if basename(p) != 'bin': raise Exception("Expected file '%s' directory to be 'bin' not '%s" % (f, basename(p))) return dirname(p) def makedirs(p): """Create directory and all intermediate ones""" try: os.makedirs(p) except OSError as e: if e.errno != errno.EEXIST: raise def load_properties(f): """Load key/value pairs from a file""" properties = {} for line in load_lines(f): k, v = line.split('=', 1) properties[k.strip()] = v.strip() return properties def load_lines(f): """Load lines from a file, ignoring blank or comment lines""" lines = [] for line in open(f, 'r').readlines(): line = line.strip() if len(line) > 0 and not line.startswith('#'): lines.append(line) return lines def try_lock(f): """Try to open an exclusive lock (inheritable) on a file""" try:
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 24 • Block at line 58 has no body - expected indented block • IndentationError at line 58 Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 11
| 1
| 1,546
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport errno\nimport os\nimport platform\nimport sys\nimport traceback\n\nfrom fcntl import flock, LOCK_EX, LOCK_NB\nfrom optparse import OptionParser\nfrom os import O_RDWR, O_CREAT, O_WRONLY, O_APPEND\nfrom os.path import basename, dirname, exists, realpath\nfrom os.path import join as pathjoin\nfrom signal import SIGTERM, SIGKILL\nfrom stat import S_ISLNK\nfrom time import sleep\n\ndef find_install_path(f):\n \"\"\"Find canonical parent of bin/launcher.py\"\"\"\n if basename(f) != 'launcher.py':\n raise Exception(\"Expected file '%s' to be 'launcher.py' not '%s'\" % (f, basename(f)))\n p = realpath(dirname(f))\n if basename(p) != 'bin':\n raise Exception(\"Expected file '%s' directory to be 'bin' not '%s\" % (f, basename(p)))\n return dirname(p)\n\n\ndef makedirs(p):\n \"\"\"Create directory and all intermediate ones\"\"\"\n try:\n os.makedirs(p)\n except OSError as e:\n if e.errno != errno.EEXIST:\n raise\n\n\ndef load_properties(f):\n \"\"\"Load key/value pairs from a file\"\"\"\n properties = {}\n for line in load_lines(f):\n k, v = line.split('=', 1)\n properties[k.strip()] = v.strip()\n return properties\n\n\ndef load_lines(f):\n \"\"\"Load lines from a file, ignoring blank or comment lines\"\"\"\n lines = []\n for line in open(f, 'r').readlines():\n line = line.strip()\n if len(line) > 0 and not line.startswith('#'):\n lines.append(line)\n return lines\n\n\ndef try_lock(f):\n \"\"\"Try to open an exclusive lock (inheritable) on a file\"\"\"\n try:"}, {"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 24\n \u2022 Block at line 58 has no body - expected indented block\n \u2022 IndentationError at line 58\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7c7ea1a87be56599bff87dd5b87938ba5b672c0b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from direct.showbase.ShowBase import ShowBase from direct.task import Task from direct.actor.Actor import Actor import numpy as np class MyApp(ShowBase): def __init__(self): ShowBase.__init__(self) # Load environment model self.scene = self.loader.loadModel("models/environment") # Reparent model to render self.scene.reparentTo(self.render) # Scale and position model self.scene.setScale(0.25, 0.25, 0.25) self.scene.setPos(-8, 42, 0)
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 6 has no indented body Fix: Complete the function '__init__' body and add missing return
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 506
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom direct.showbase.ShowBase import ShowBase\nfrom direct.task import Task\nfrom direct.actor.Actor import Actor\nimport numpy as np\n\nclass MyApp(ShowBase):\n\n def __init__(self):\n ShowBase.__init__(self)\n # Load environment model\n self.scene = self.loader.loadModel(\"models/environment\")\n # Reparent model to render\n self.scene.reparentTo(self.render)\n # Scale and position model\n self.scene.setScale(0.25, 0.25, 0.25)\n self.scene.setPos(-8, 42, 0)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 6 has no indented body\n\n Fix: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
7c7f557e50cc992f1ad5414b88efb2c8bf4f59f5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ... [1 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 47
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7c80d22f73704982f5f02b4193bf4d13e0699eda
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import operator class Std(object): def __init__(self): self.name = '' self.offerNum = 0 self.offers = [] stds = [] stdsDict = {} index = 0 def readStd(name,camper): global stds global stdsDict global index if name not in stdsDict: newStd = Std() newStd.name = name stds.append(newStd) stdsDict[name + 1] = index index += 1 if camper not in stds[stdsDict[name]].offers: stds[stdsDict[name]].offers.append(camper) stds[stdsDict[name]].offerNum += 1 if __name__ == "__main__": campers = ['PKUxk','THUsz_ai','THUsz_cs','THUsz_data','USTC_cs'] for camper in campers: filename = camper + '.txt' with open('data/%s'%(filename), "r") as f: data = f.readlines() for std in data: readStd(std,camper) cmpfun = operator.attrgetter('offerNum','name') stds.sort(key = cmpfun,reverse = True) for std in stds: if std.name[-1] == '\n': std.name = std.name[:-1] print(f'{std.name} 拿了 {std.offerNum} 个 offer: {std.offers}')
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,118
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport operator\n\nclass Std(object):\n def __init__(self):\n self.name = ''\n self.offerNum = 0\n self.offers = []\n\nstds = []\nstdsDict = {}\nindex = 0\n\ndef readStd(name,camper):\n global stds\n global stdsDict\n global index\n if name not in stdsDict:\n newStd = Std()\n newStd.name = name\n stds.append(newStd)\n stdsDict[name + 1] = index\n index += 1\n if camper not in stds[stdsDict[name]].offers:\n stds[stdsDict[name]].offers.append(camper)\n stds[stdsDict[name]].offerNum += 1\n\nif __name__ == \"__main__\":\n campers = ['PKUxk','THUsz_ai','THUsz_cs','THUsz_data','USTC_cs']\n for camper in campers:\n filename = camper + '.txt'\n with open('data/%s'%(filename), \"r\") as f:\n data = f.readlines()\n for std in data:\n readStd(std,camper)\n\n cmpfun = operator.attrgetter('offerNum','name')\n stds.sort(key = cmpfun,reverse = True)\n\n for std in stds:\n if std.name[-1] == '\\n':\n std.name = std.name[:-1]\n print(f'{std.name} \u62ff\u4e86 {std.offerNum} \u4e2a offer: {std.offers}')"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
7c813b2cc84c9caa5444e2c87441c4626db990da
|
TheStack--python--000.parquet
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.