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Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- {{{ # vim: set fenc=utf-8 ft=python sw=4 ts=4 sts=4 et: # # Copyright 2017, Battelle Memorial Institute. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # # This material was prepared as an account of work sponsored by an agency of # the United States Government. Neither the United States Government nor the # United States Department of Energy, nor Battelle, nor any of their # employees, nor any jurisdiction or organization that has cooperated in the # development of these materials, makes any warranty, express or # implied, or assumes any legal liability or responsibility for the accuracy, # completeness, or usefulness or any information, apparatus, product, # software, or process disclosed, or represents that its use would not infringe # privately owned rights. Reference herein to any specific commercial product, # process, or service by trade name, trademark, manufacturer, or otherwise # does not necessarily constitute or imply its endorsement, recommendation, or # favoring by the United States Government or any agency thereof, or # Battelle Memorial Institute. The views and opinions of authors expressed # herein do not necessarily state or reflect those of the
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '{' at line 1 - expected '}' • Unclosed '{' at line 1 - expected '}' Fix: Complete the truncated code structure
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advanced
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api
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error_detection
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Pythoncode:Python
| 2
| 1
| 1,700
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*- {{{\n# vim: set fenc=utf-8 ft=python sw=4 ts=4 sts=4 et:\n#\n# Copyright 2017, Battelle Memorial Institute.\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# This material was prepared as an account of work sponsored by an agency of\n# the United States Government. Neither the United States Government nor the\n# United States Department of Energy, nor Battelle, nor any of their\n# employees, nor any jurisdiction or organization that has cooperated in the\n# development of these materials, makes any warranty, express or\n# implied, or assumes any legal liability or responsibility for the accuracy,\n# completeness, or usefulness or any information, apparatus, product,\n# software, or process disclosed, or represents that its use would not infringe\n# privately owned rights. Reference herein to any specific commercial product,\n# process, or service by trade name, trademark, manufacturer, or otherwise\n# does not necessarily constitute or imply its endorsement, recommendation, or\n# favoring by the United States Government or any agency thereof, or\n# Battelle Memorial Institute. The views and opinions of authors expressed\n# herein do not necessarily state or reflect those of the"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '{' at line 1 - expected '}'\n \u2022 Unclosed '{' at line 1 - expected '}'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ac35d88701fa7c3171d4b1e9eb134859f289cd2
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class NiSuperalloyDataset(TabularData): """ Ni-Superalloy dataset. Based on: Bryce D. Conduit, Nicholas G. Jones, Howard J. Stone, Gareth John Conduit: Design of a nickel-base superalloy using a neural network, Materials & Design 131: 358-365, Elsevier, 2017. DOI 10.1016/j.matdes.2017.06.007 The dataset was downloaded from the Citrination platform (https://citrination.com), dataset identifier #153493, Version 10. There are 2800 rows. The data have columns for composition (25 elements are present in at least one row), whether the alloy was powder processed (0 or 1), whether it was pressure treated (0 or 1), heat treatment time (hours) and temperature (degrees Celcius) for up to 4 heat treatment steps, the total time spent in heat treatment (hours), the maximum heat treatment temperature (degrees Celcius), and the area under the time-temperature curve (degrees Celcius * hours). A value of 0 generally implies that the heat treatment step was not done, but there are some missing values. The total time and max temperature are generally more reliable than the individual heating steps. The total compositions do not always add up to 100%, # Complete this line There are also three columns for a pressure treatment step (temperature, time, pressure), but since only 51 rows have non-zero entries, this information is not used. There are 5 labels: ultimate tensile strength (MPa), elongation (unitless), stress rupture stress (MPa), stress rupture time (hours), and yield strength (MPa). Tensile strength and elongation occur together in 898 rows, stress rupture stress and time occur together in 856 rows, and yield strength occurs in 1046 rows. 898+856+1046=2800, so every row has exactly one output set. The other values are denoted as NaN. """ DEFAULT_PATH = os.path.split(os.path.realpath(__file__))[0] + "/ni_superalloys_3.json.zip" POWDER_PROCESSED_NO = 0 POWDER_PROCESSED_YES = 1 ... [14 more functiondefs truncated] ...
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The missing line is: but with about a dozen exceptions they always add up to somewhere between 95% and 105%.
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 0
| 1
| 2,136
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass NiSuperalloyDataset(TabularData):\n \"\"\"\n Ni-Superalloy dataset.\n\n Based on:\n Bryce D. Conduit, Nicholas G. Jones, Howard J. Stone, Gareth John Conduit:\n Design of a nickel-base superalloy using a neural network, Materials & Design 131: 358-365,\n Elsevier, 2017. DOI 10.1016/j.matdes.2017.06.007\n\n The dataset was downloaded from the Citrination platform (https://citrination.com),\n dataset identifier #153493, Version 10.\n\n There are 2800 rows.\n The data have columns for composition (25 elements are present in at least one row),\n whether the alloy was powder processed (0 or 1), whether it was pressure treated (0 or 1),\n heat treatment time (hours) and temperature (degrees Celcius) for up to 4 heat treatment steps,\n the total time spent in heat treatment (hours), the maximum heat treatment temperature\n (degrees Celcius), and the area under the time-temperature curve (degrees Celcius * hours).\n A value of 0 generally implies that the heat treatment step was not done, but there\n are some missing values. The total time and max temperature are generally more reliable\n than the individual heating steps. The total compositions do not always add up to 100%,\n # Complete this line\n\n There are also three columns for a pressure treatment step (temperature, time, pressure),\n but since only 51 rows have non-zero entries, this information is not used.\n\n There are 5 labels: ultimate tensile strength (MPa), elongation (unitless), stress rupture\n stress (MPa), stress rupture time (hours), and yield strength (MPa). Tensile strength and\n elongation occur together in 898 rows, stress rupture stress and time occur together in\n 856 rows, and yield strength occurs in 1046 rows. 898+856+1046=2800, so every row has exactly\n one output set. The other values are denoted as NaN.\n\n \"\"\"\n\n DEFAULT_PATH = os.path.split(os.path.realpath(__file__))[0] + \"/ni_superalloys_3.json.zip\"\n\n POWDER_PROCESSED_NO = 0\n POWDER_PROCESSED_YES = 1\n\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n but with about a dozen exceptions they always add up to somewhere between 95% and 105%."}]
| false
| null | null | null |
6ac367d8d5ec9f368f230df751f19e5799e20bdd
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import metricbeat import os import pytest import sys import unittest class Test(metricbeat.BaseTest): COMPOSE_SERVICES = ['postgresql'] def common_checks(self, output): # Ensure no errors or warnings exist in the log. self.assert_no_logged_warnings() for evt in output: top_level_fields = metricbeat.COMMON_FIELDS + ["postgresql"] self.assertCountEqual(self.de_dot(top_level_fields), evt.keys()) self.assert_fields_are_documented(evt) def get_hosts(self): username = "postgres" host = self.compose_host() dsn = "postgres://{}?sslmode=disable".format(host) return ( [dsn], username, os.getenv("POSTGRESQL_PASSWORD"), ) @unittest.skipUnless(metricbeat.INTEGRATION_TESTS, "integration test") @pytest.mark.tag('integration') def test_activity(self): """ PostgreSQL module outputs an event. """ hosts, username, password = self.get_hosts() self.render_config_template(modules=[{ "name": "postgresql", "metricsets": ["activity"], "hosts": hosts, "username": username, "password": password, "period": "5s" }]) proc = self.start_beat() self.wait_until(lambda: self.output_lines() > 0) proc.check_kill_and_wait() output = self.read_output_json() self.common_checks(output) for evt in output: assert "name" in evt["postgresql"]["activity"]["database"] assert "oid" in evt["postgresql"]["activity"]["database"] assert "state" in evt["postgresql"]["activity"] @unittest.skipUnless(metricbeat.INTEGR
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 35 • Unclosed '(' at line 59 - expected ')' • Block at line 8 has no indented body Fixes: • Add closing quote at line 35 • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 1,765
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport metricbeat\nimport os\nimport pytest\nimport sys\nimport unittest\n\n\nclass Test(metricbeat.BaseTest):\n\n COMPOSE_SERVICES = ['postgresql']\n\n def common_checks(self, output):\n # Ensure no errors or warnings exist in the log.\n self.assert_no_logged_warnings()\n\n for evt in output:\n top_level_fields = metricbeat.COMMON_FIELDS + [\"postgresql\"]\n self.assertCountEqual(self.de_dot(top_level_fields), evt.keys())\n\n self.assert_fields_are_documented(evt)\n\n def get_hosts(self):\n username = \"postgres\"\n host = self.compose_host()\n dsn = \"postgres://{}?sslmode=disable\".format(host)\n return (\n [dsn],\n username,\n os.getenv(\"POSTGRESQL_PASSWORD\"),\n )\n\n @unittest.skipUnless(metricbeat.INTEGRATION_TESTS, \"integration test\")\n @pytest.mark.tag('integration')\n def test_activity(self):\n \"\"\"\n PostgreSQL module outputs an event.\n \"\"\"\n hosts, username, password = self.get_hosts()\n self.render_config_template(modules=[{\n \"name\": \"postgresql\",\n \"metricsets\": [\"activity\"],\n \"hosts\": hosts,\n \"username\": username,\n \"password\": password,\n \"period\": \"5s\"\n }])\n proc = self.start_beat()\n self.wait_until(lambda: self.output_lines() > 0)\n proc.check_kill_and_wait()\n\n output = self.read_output_json()\n self.common_checks(output)\n\n for evt in output:\n assert \"name\" in evt[\"postgresql\"][\"activity\"][\"database\"]\n assert \"oid\" in evt[\"postgresql\"][\"activity\"][\"database\"]\n assert \"state\" in evt[\"postgresql\"][\"activity\"]\n\n @unittest.skipUnless(metricbeat.INTEGR"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 35\n \u2022 Unclosed '(' at line 59 - expected ')'\n \u2022 Block at line 8 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 35\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6ac3c0aa131a8fbf4b061367a8fbb2e23790a4c8
|
TheStack--python--000.parquet
|
Review this 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 torch from pytorch_lightning.accelerators.base_backend import Accelerator from pytorch_lightning.utilities import AMPType, rank_zero_warn from pytorch_lightning.utilities.exceptions import MisconfigurationException class CPUBackend(Accelerator): def __init__(self, trainer, cluster_environment=None): super().__init__(trainer, cluster_environment) def setup(self, model): # run through amp wrapper if self.trainer.amp_backend: raise MisconfigurationException('amp + cpu is not supported. Please use a GPU option') # call setup after the ddp process has connected self.trainer.call_setup_hook(model) # CHOOSE OPTIMIZER # allow for lr schedulers as well self.setup_optimizers(model) self.trainer.model = model def train(self): model = self.trainer.model # set up training routine self.trainer.train_loop.setup_training(model) # train or test results = self.train_or_test() return results def training_step(self, args): if self.trainer.amp_backend == AMPType.NATIVE: with torch.cuda.amp.autocast(): output = self.trainer.model.training_step(*args) else: output = self.trainer.model.training_step(*args) return output def validation_step(self, args): if self.trainer.amp_backend == AMPType.NATIVE: with torch.cuda.amp.autocast(): output = self.trainer.model.validation_step(*args) else: output = self.trainer.model.validation_step(*args) return output def test_step(self, args): if self.trainer.amp_backend == AMPType.NATIVE: with torch.cuda.amp.autocast(): output = self.trainer.model.test_step(*args) else: output = self.trainer.model.test_step(*args) return output
|
Code Review: ❌ Critical issues: Block at line 21 has no indented body ⚠️ Code quality: Unexpected indentation at line 28 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 44 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 70 Unexpected indentation at line 72 ✨ Improvements: Add docstring to class 'CPUBackend' Add docstring to function 'setup' Add docstring to function 'train'
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 6
| 1
| 2,520
| true
|
[{"role": "user", "content": "Review this 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 torch\n\nfrom pytorch_lightning.accelerators.base_backend import Accelerator\nfrom pytorch_lightning.utilities import AMPType, rank_zero_warn\nfrom pytorch_lightning.utilities.exceptions import MisconfigurationException\n\n\nclass CPUBackend(Accelerator):\n\n def __init__(self, trainer, cluster_environment=None):\n super().__init__(trainer, cluster_environment)\n\n def setup(self, model):\n # run through amp wrapper\n if self.trainer.amp_backend:\n raise MisconfigurationException('amp + cpu is not supported. Please use a GPU option')\n\n # call setup after the ddp process has connected\n self.trainer.call_setup_hook(model)\n\n # CHOOSE OPTIMIZER\n # allow for lr schedulers as well\n self.setup_optimizers(model)\n\n self.trainer.model = model\n\n def train(self):\n model = self.trainer.model\n\n # set up training routine\n self.trainer.train_loop.setup_training(model)\n\n # train or test\n results = self.train_or_test()\n return results\n\n def training_step(self, args):\n if self.trainer.amp_backend == AMPType.NATIVE:\n with torch.cuda.amp.autocast():\n output = self.trainer.model.training_step(*args)\n else:\n output = self.trainer.model.training_step(*args)\n return output\n\n def validation_step(self, args):\n if self.trainer.amp_backend == AMPType.NATIVE:\n with torch.cuda.amp.autocast():\n output = self.trainer.model.validation_step(*args)\n else:\n output = self.trainer.model.validation_step(*args)\n return output\n\n def test_step(self, args):\n if self.trainer.amp_backend == AMPType.NATIVE:\n with torch.cuda.amp.autocast():\n output = self.trainer.model.test_step(*args)\n else:\n output = self.trainer.model.test_step(*args)\n return output"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 21 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 28\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 44\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 70\n Unexpected indentation at line 72\n\n\u2728 Improvements:\n Add docstring to class 'CPUBackend'\n Add docstring to function 'setup'\n Add docstring to function 'train'"}]
| false
| null | null | null |
6ac43cedb06c0b3488172628809f67d3f8c8275d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.contrib import admin from books.models import Genre, Author, Book, TBR # Register
|
Syntax Analysis:
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 95
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom books.models import Genre, Author, Book, TBR\n\n# Register"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ac4859e41ada58d0b49c47a334602416d451187
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # (C) Datadog, Inc. 2018-present # All rights reserved # Licensed under a 3-clause BSD style license (see LICENSE) import os from packaging import version from datadog_checks.base.utils.common import get_docker_hostname HERE = os.path.dirname(os.path.abspath(__file__)) ROOT = os.path.dirname(os.path.dirname(HERE)) RABBITMQ_VERSION_RAW = os.environ['RABBITMQ_VERSION'] RABBITMQ_VERSION = version.parse(RABBITMQ_VERSION_RAW) CHECK_NAME = 'rabbitmq' HOST = get_docker_hostname() PORT = 15672 URL = 'http://{}:{}/api/'.format(HOST, PORT) CONFIG = { 'rabbitmq_api_url': URL, 'rabbitmq_user': 'guest', 'rabbitmq_pass': 'guest', 'queues': ['test1'], 'tags': ["tag1:1", "tag2"], 'exchanges': ['test1'], } CONFIG_NO_NODES = { 'rabbitmq_api_url': URL, 'rabbitmq_user': 'guest', 'rabbitmq_pass': 'guest', 'queues': ['test1'], 'tags': ["tag1:1", "tag2"], 'exchanges': ['test1'], 'collect_node_metrics': False, } CONFIG_REGEX = { # Complete this line 'rabbitmq_user': 'guest', 'rabbitmq_pass': 'guest', 'queues_regexes': [r'test\d+'], 'exchanges_regexes': [r'test\d+'], } CONFIG_VHOSTS = { 'rabbitmq_api_url': URL, 'rabbitmq_user': 'guest', 'rabbitmq_pass': 'guest', 'vhosts': ['/', 'myvhost'], } CONFIG_WITH_FAMILY = { 'rabbitmq_api_url': URL, 'rabbitmq_user': 'guest', 'rabbitmq_pass': 'guest', 'tag_families': True, 'queues_regexes': [r'(test)\d+'], 'exchanges_regexes': [r'(test)\d+'], } CONFIG_DEFAULT_VHOSTS = { 'rabbitmq_api_url': URL, 'rabbitmq_user': 'guest', 'rabbitmq_pass': 'guest', 'vhosts': ['/', 'test'], } CONFIG_TEST_VHOSTS = { 'rabbitmq_api_url': URL, 'rabbitmq_user': 'guest', 'rabbitmq_pass': 'guest', 'vhosts': ['test', 'test2'], } EXCHANGE_MESSAGE_STATS = { 'ack': 1.0, 'ack_details': {'rate': 1.0}, 'confirm': 1.0, 'confirm_details': {'rate': 1.0}, 'deliver_get': 1.0, 'deliver_get_details': {'rate': 1.0}, 'publish': 1.0, 'publish_details': {'rate': 1.0}, 'publish_in': 1.0, 'publish_in_details': {'rate': 1.0}, 'publish_out': 1.0, 'publish_out_details': {'rate': 1.0}, 'return_unroutable': 1.0, 'return_unroutable_details': {'rate': 1.0}, 'redeliver': 1.0, 'redeliver_details': {'rate': 1.0}, }
|
The missing line is: 'rabbitmq_api_url': URL,
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intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 2,337
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# (C) Datadog, Inc. 2018-present\n# All rights reserved\n# Licensed under a 3-clause BSD style license (see LICENSE)\n\nimport os\n\nfrom packaging import version\n\nfrom datadog_checks.base.utils.common import get_docker_hostname\n\nHERE = os.path.dirname(os.path.abspath(__file__))\nROOT = os.path.dirname(os.path.dirname(HERE))\n\nRABBITMQ_VERSION_RAW = os.environ['RABBITMQ_VERSION']\nRABBITMQ_VERSION = version.parse(RABBITMQ_VERSION_RAW)\n\nCHECK_NAME = 'rabbitmq'\n\nHOST = get_docker_hostname()\nPORT = 15672\n\nURL = 'http://{}:{}/api/'.format(HOST, PORT)\n\nCONFIG = {\n 'rabbitmq_api_url': URL,\n 'rabbitmq_user': 'guest',\n 'rabbitmq_pass': 'guest',\n 'queues': ['test1'],\n 'tags': [\"tag1:1\", \"tag2\"],\n 'exchanges': ['test1'],\n}\n\nCONFIG_NO_NODES = {\n 'rabbitmq_api_url': URL,\n 'rabbitmq_user': 'guest',\n 'rabbitmq_pass': 'guest',\n 'queues': ['test1'],\n 'tags': [\"tag1:1\", \"tag2\"],\n 'exchanges': ['test1'],\n 'collect_node_metrics': False,\n}\n\nCONFIG_REGEX = {\n # Complete this line\n 'rabbitmq_user': 'guest',\n 'rabbitmq_pass': 'guest',\n 'queues_regexes': [r'test\\d+'],\n 'exchanges_regexes': [r'test\\d+'],\n}\n\nCONFIG_VHOSTS = {\n 'rabbitmq_api_url': URL,\n 'rabbitmq_user': 'guest',\n 'rabbitmq_pass': 'guest',\n 'vhosts': ['/', 'myvhost'],\n}\n\nCONFIG_WITH_FAMILY = {\n 'rabbitmq_api_url': URL,\n 'rabbitmq_user': 'guest',\n 'rabbitmq_pass': 'guest',\n 'tag_families': True,\n 'queues_regexes': [r'(test)\\d+'],\n 'exchanges_regexes': [r'(test)\\d+'],\n}\n\nCONFIG_DEFAULT_VHOSTS = {\n 'rabbitmq_api_url': URL,\n 'rabbitmq_user': 'guest',\n 'rabbitmq_pass': 'guest',\n 'vhosts': ['/', 'test'],\n}\n\nCONFIG_TEST_VHOSTS = {\n 'rabbitmq_api_url': URL,\n 'rabbitmq_user': 'guest',\n 'rabbitmq_pass': 'guest',\n 'vhosts': ['test', 'test2'],\n}\n\nEXCHANGE_MESSAGE_STATS = {\n 'ack': 1.0,\n 'ack_details': {'rate': 1.0},\n 'confirm': 1.0,\n 'confirm_details': {'rate': 1.0},\n 'deliver_get': 1.0,\n 'deliver_get_details': {'rate': 1.0},\n 'publish': 1.0,\n 'publish_details': {'rate': 1.0},\n 'publish_in': 1.0,\n 'publish_in_details': {'rate': 1.0},\n 'publish_out': 1.0,\n 'publish_out_details': {'rate': 1.0},\n 'return_unroutable': 1.0,\n 'return_unroutable_details': {'rate': 1.0},\n 'redeliver': 1.0,\n 'redeliver_details': {'rate': 1.0},\n}"}, {"role": "assistant", "content": "The missing line is:\n 'rabbitmq_api_url': URL,"}]
| false
| null | null | null |
6ac4ca9b00a8492410dc6166ad36ac8d64fdcffc
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2020 The StackStorm Authors. # Copyright 2019 Extreme Networks, 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. from __future__ import absolute_import import os import re import collections import six from st2common.util import schema as util_schema from st2common.constants.pack import MANIFEST_FILE_NAME from st2common.constants.pack import PACK_REF_WHITELIST_REGEX from st2common.content.loader import MetaLoader from st2common.persistence.pack import Pack from st2common.exceptions.apivalidation import ValueValidationException from st2common.util import jinja as jinja_utils def get_pack_ref_from_metadata(metadata, pack_directory_name=None): """ Utility function which retrieves pack "ref" attribute from the pack metadata file. If this attribute is not provided, an attempt is made to infer "ref" from the "name" attribute. :rtype: ``str`` """ pack_ref = None # The rules for the pack ref are as follows: # 1. If ref attribute is available, we used that # 2. If pack_directory_name is available we use that (this only applies to packs # which are in sub-directories) # 2. If attribute is not available, but pack name is and pack name meets the valid name # criteria, we use that if metadata.get('ref', None): pack_ref = metadata['ref'] elif pack_directory_name and re.match(PAC
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 33 • Unclosed '(' at line 50 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 33 • Add closing ')' bracket
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intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 1,871
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2020 The StackStorm Authors.\n# Copyright 2019 Extreme Networks, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom __future__ import absolute_import\n\nimport os\nimport re\nimport collections\n\nimport six\n\nfrom st2common.util import schema as util_schema\nfrom st2common.constants.pack import MANIFEST_FILE_NAME\nfrom st2common.constants.pack import PACK_REF_WHITELIST_REGEX\nfrom st2common.content.loader import MetaLoader\nfrom st2common.persistence.pack import Pack\nfrom st2common.exceptions.apivalidation import ValueValidationException\nfrom st2common.util import jinja as jinja_utils\n\ndef get_pack_ref_from_metadata(metadata, pack_directory_name=None):\n \"\"\"\n Utility function which retrieves pack \"ref\" attribute from the pack metadata file.\n\n If this attribute is not provided, an attempt is made to infer \"ref\" from the \"name\" attribute.\n\n :rtype: ``str``\n \"\"\"\n pack_ref = None\n\n # The rules for the pack ref are as follows:\n # 1. If ref attribute is available, we used that\n # 2. If pack_directory_name is available we use that (this only applies to packs\n # which are in sub-directories)\n # 2. If attribute is not available, but pack name is and pack name meets the valid name\n # criteria, we use that\n if metadata.get('ref', None):\n pack_ref = metadata['ref']\n elif pack_directory_name and re.match(PAC"}, {"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 33\n \u2022 Unclosed '(' at line 50 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 33\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6ac4e4fc48c67f3dafab5b728a225aa95eec15e2
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Look at the charactercreator_character table # GET_CHARACTERS = """ # SELECT * # FROM charactercreator_character; # """ # How many total Characters are there? (302) TOTAL_CHARACTERS = """ SELECT COUNT(*) as number_of_characters FROM charactercreator_character; """ # How many of each specific subclass? # TOTAL_SUBCLASS = """ # SELECT # (SELECT COUNT(*) FROM charactercreator_necromancer) AS necros, # (SELECT COUNT(*) FROM charactercreator_mage) AS mages, # (SELECT COUNT(*) FROM charactercreator_thief) AS thiefs, # (SELECT COUNT(*) FROM charactercreator_cleric) AS clerics, # (SELECT COUNT(*) FROM charactercreator_fighter) AS fighters; # """ CLASS = "SELECT COUNT(*) FROM charactercreator_" # How many total Items? (174) TOTAL_ITEMS = """ SELECT COUNT(item_id) as items FROM armory_item; """ # How many of the Items are weapons? (37) WEAPONS = """ SELECT COUNT(item_ptr_id) FROM armory_weapon; """ # How many of the items are not weapons? (137) NON_WEAPONS = """ SELECT COUNT(items.name) FROM armory_item as items WHERE items.item_id NOT IN( SELECT armory_weapon.item_ptr_id FROM armory_weapon); """ # How many Items does each character have? (Return first 20 rows) CHARACTER_ITEMS = """ SELECT character.name as "character_name", COUNT(inventory.id) as "#_of_items" FROM charactercreator_character AS character, charactercreator_character_inventory AS inventory WHERE character.character_id = inventory.character_id GROUP BY character.name ORDER BY character.name LIMIT 20; """ # How many Weapons does each character have? (Return first 20 rows) CHARACTER_WEAPONS = """ SELECT character.name as "character_name", COUNT(weapon.item_ptr_id) as "#_of_weapons" FROM charactercreator_character AS character, charactercreator_character_inventory AS inventory, armory_weapon ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: WHERE character.character_id = inventory.character_id AND inventory.item_id = weapon.item_ptr_id GROUP BY character.name ORDER BY character.name LIMIT 20; """
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intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 1,788
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\n# Look at the charactercreator_character table\n# GET_CHARACTERS = \"\"\"\n# SELECT *\n# FROM charactercreator_character;\n# \"\"\"\n\n# How many total Characters are there? (302)\nTOTAL_CHARACTERS = \"\"\"\nSELECT COUNT(*) as number_of_characters\nFROM charactercreator_character;\n\"\"\"\n\n# How many of each specific subclass?\n# TOTAL_SUBCLASS = \"\"\"\n# SELECT\n# \t(SELECT COUNT(*) FROM charactercreator_necromancer) AS necros,\n# \t(SELECT COUNT(*) FROM charactercreator_mage) AS mages,\n# \t(SELECT COUNT(*) FROM charactercreator_thief) AS thiefs,\n# \t(SELECT COUNT(*) FROM charactercreator_cleric) AS clerics,\n# \t(SELECT COUNT(*) FROM charactercreator_fighter) AS fighters;\n# \"\"\"\n\nCLASS = \"SELECT COUNT(*) FROM charactercreator_\"\n\n# How many total Items? (174)\nTOTAL_ITEMS = \"\"\"\nSELECT COUNT(item_id) as items\nFROM armory_item;\n\"\"\"\n\n# How many of the Items are weapons? (37)\nWEAPONS = \"\"\"\nSELECT COUNT(item_ptr_id)\nFROM armory_weapon;\n\"\"\"\n\n# How many of the items are not weapons? (137)\nNON_WEAPONS = \"\"\"\nSELECT COUNT(items.name)\nFROM armory_item as items\nWHERE items.item_id NOT IN(\nSELECT armory_weapon.item_ptr_id\nFROM armory_weapon);\n\"\"\"\n\n# How many Items does each character have? (Return first 20 rows)\nCHARACTER_ITEMS = \"\"\"\nSELECT character.name as \"character_name\", COUNT(inventory.id) as \"#_of_items\"\nFROM charactercreator_character AS character, charactercreator_character_inventory AS inventory\nWHERE character.character_id = inventory.character_id\nGROUP BY character.name\nORDER BY character.name\nLIMIT 20;\n\"\"\"\n\n# How many Weapons does each character have? (Return first 20 rows)\nCHARACTER_WEAPONS = \"\"\"\nSELECT character.name as \"character_name\", COUNT(weapon.item_ptr_id) as \"#_of_weapons\"\nFROM charactercreator_character AS character, charactercreator_character_inventory AS inventory, armory_weapon\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:\nWHERE character.character_id = inventory.character_id AND inventory.item_id = weapon.item_ptr_id\nGROUP BY character.name\nORDER BY character.name\nLIMIT 20;\n\"\"\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ac55faf90a367de65f30a569842061f13204e0c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #! /usr/bin/env python # import warnings import numpy as np def get_simple_grid(xbounds, ybounds, shift_origin=None): """ """ xbounds = np.atleast_1d(xbounds) if len(xbounds)==1: xmin,xmax = 0,xbounds[0] else: xmin,xmax = xbounds ybounds = np.atleast_1d(ybounds) if len(ybounds)==1: ymin,ymax = 0,ybounds[0] else: ymin,ymax = ybounds pixels = np.mgrid[xmin:xmax,ymin:ymax] pixels2_flat = np.concatenate(pixels.T, axis=0) if shift_origin is not None: # not += because conflict between int and float array pixels2_flat = pixels2_flat+ shift_origin return Grid(pixels2_flat, UNIT_SQUARE) # ======================= # # # # Classes # # # # ======================= # class GridProjector( BaseObject ): """ """ PROPERTIES = ["gridin", "gridout"] DERIVED_PROPERTIES = ["gridinterest"] def __init__(self, grid_in=None, grid_out=None): """ """ if grid_in is not None: self.set_grid(grid_in, "in") if grid_out is not None: self.set_grid(grid_out, "out") # =================== # # Methods # # =================== # # --------- # # SETTER # # --------- # def set_grid(self, grid, which="in"): """ """ if which not in ["in","out"]: raise ValueError("Which should either be 'in' our 'out'") self._properties["grid%s"%which] = grid self._derived_properties["gridinterest"] = None def _measure_gridinterest_(self): """ """ # -- internal -- # def localdef_get_area(l): return l.geometry.area/self.gridin.geodataframe.iloc[l.id_1].geometry.area # -------------- # if self.gridin is not None and self.gridout is not None: # # Most likely there is a faster method if is_shape_unique # self._derived_properties["gridinterest"] = geopandas.overlay(self.gridin.geodataframe, self.gridout.geodataframe, how='intersection') self.gridinterest["area"] = self.gridinterest.apply(localdef_get_area, axis=1) else: warnings.warn("Cannot measure gridinterest, because gridin and/or gridout is/are None") # -------------- # # Measurement # # -------------- # ... [36 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 5
| 1
| 2,617
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#! /usr/bin/env python\n#\n\nimport warnings\nimport numpy as np\ndef get_simple_grid(xbounds, ybounds, shift_origin=None):\n \"\"\" \"\"\"\n xbounds = np.atleast_1d(xbounds)\n if len(xbounds)==1:\n xmin,xmax = 0,xbounds[0]\n else:\n xmin,xmax = xbounds\n \n ybounds = np.atleast_1d(ybounds)\n if len(ybounds)==1:\n ymin,ymax = 0,ybounds[0]\n else:\n ymin,ymax = ybounds\n\n pixels = np.mgrid[xmin:xmax,ymin:ymax]\n pixels2_flat = np.concatenate(pixels.T, axis=0)\n if shift_origin is not None:\n # not += because conflict between int and float array\n pixels2_flat = pixels2_flat+ shift_origin \n return Grid(pixels2_flat, UNIT_SQUARE)\n\n# ======================= #\n# #\n# Classes #\n# #\n# ======================= #\n\nclass GridProjector( BaseObject ):\n \"\"\" \"\"\"\n PROPERTIES = [\"gridin\", \"gridout\"]\n DERIVED_PROPERTIES = [\"gridinterest\"]\n \n def __init__(self, grid_in=None, grid_out=None):\n \"\"\" \"\"\"\n if grid_in is not None:\n self.set_grid(grid_in, \"in\")\n if grid_out is not None:\n self.set_grid(grid_out, \"out\")\n\n # =================== #\n # Methods #\n # =================== #\n # --------- #\n # SETTER #\n # --------- #\n def set_grid(self, grid, which=\"in\"):\n \"\"\" \"\"\"\n if which not in [\"in\",\"out\"]:\n raise ValueError(\"Which should either be 'in' our 'out'\")\n self._properties[\"grid%s\"%which] = grid\n self._derived_properties[\"gridinterest\"] = None\n\n def _measure_gridinterest_(self):\n \"\"\" \"\"\"\n # -- internal -- # \n def localdef_get_area(l):\n return l.geometry.area/self.gridin.geodataframe.iloc[l.id_1].geometry.area\n # -------------- #\n \n if self.gridin is not None and self.gridout is not None:\n #\n # Most likely there is a faster method if is_shape_unique\n #\n self._derived_properties[\"gridinterest\"] = geopandas.overlay(self.gridin.geodataframe,\n self.gridout.geodataframe,\n how='intersection')\n self.gridinterest[\"area\"] = self.gridinterest.apply(localdef_get_area, axis=1)\n else:\n warnings.warn(\"Cannot measure gridinterest, because gridin and/or gridout is/are None\")\n\n # -------------- #\n # Measurement #\n # -------------- #\n\n ... [36 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6ac65f8d4a911234497385069b667c9dd2f68934
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def _check_version(version): if version not in [(1, 0), (2, 0), (3, 0), None]: msg = "we only support format version (1,0), (2,0), and (3,0), not %s" raise ValueError(msg % (version,)) def magic(major, minor): """ Return the magic string for the given file format version. Parameters ---------- major : int in [0, 255] minor : int in [0, 255] Returns ------- magic : str Raises ------ ValueError if the version cannot be formatted. """ if major < 0 or major > 255: raise ValueError("major version must be 0 <= major < 256") if minor < 0 or minor > 255: raise ValueError("minor version must be 0 <= minor < 256") return MAGIC_PREFIX + bytes([major, minor]) def read_magic(fp): """ Read the magic string to get the version of the file format. Parameters ---------- fp : filelike object Returns ------- major : int minor : int """ magic_str = _read_bytes(fp, MAGIC_LEN, "magic string") if magic_str[:-2] != MAGIC_PREFIX: msg = "the magic string is not correct; expected %r, got %r" raise ValueError(msg % (MAGIC_PREFIX, magic_str[:-2])) major, minor = magic_str[-2:] return major, minor def _has_metadata(dt): if dt.metadata is not None: return True elif dt.names is not None: return any(_has_metadata(dt[k]) for k in dt.names) elif dt.subdtype is not None: return _has_metadata(dt.base) else: return False
|
def dtype_to_descr(dtype): """ Get a serializable descriptor from the dtype. The .descr attribute of a dtype object cannot be round-tripped through the dtype() constructor. Simple types, like dtype('float32'), have a descr which looks like a record array with one field with '' as a name. The dtype() constructor interprets this as a request to give a default name. Instead, we construct descriptor that can be passed to dtype(). Parameters ---------- dtype : dtype The dtype of the array that will be written to disk. Returns ------- descr : object An object that can be passed to `numpy.dtype()` in order to replicate the input dtype. """ if _has_metadata(dtype): warnings.warn("metadata on a dtype may be saved or ignored, but will " "raise if saved when read. Use another form of storage.", UserWarning, stacklevel=2) if dtype.names is not None: # This is a record array. The .descr is fine. XXX: parts of the # record array with an empty name, like padding bytes, still get # fiddled with. This needs to be fixed in the C implementation of # dtype(). return dtype.descr else: return dtype.str ... [15 more functiondefs truncated] ...
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intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 0
| 2,874
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef _check_version(version):\n if version not in [(1, 0), (2, 0), (3, 0), None]:\n msg = \"we only support format version (1,0), (2,0), and (3,0), not %s\"\n raise ValueError(msg % (version,))\n\ndef magic(major, minor):\n \"\"\" Return the magic string for the given file format version.\n\n Parameters\n ----------\n major : int in [0, 255]\n minor : int in [0, 255]\n\n Returns\n -------\n magic : str\n\n Raises\n ------\n ValueError if the version cannot be formatted.\n \"\"\"\n if major < 0 or major > 255:\n raise ValueError(\"major version must be 0 <= major < 256\")\n if minor < 0 or minor > 255:\n raise ValueError(\"minor version must be 0 <= minor < 256\")\n return MAGIC_PREFIX + bytes([major, minor])\n\ndef read_magic(fp):\n \"\"\" Read the magic string to get the version of the file format.\n\n Parameters\n ----------\n fp : filelike object\n\n Returns\n -------\n major : int\n minor : int\n \"\"\"\n magic_str = _read_bytes(fp, MAGIC_LEN, \"magic string\")\n if magic_str[:-2] != MAGIC_PREFIX:\n msg = \"the magic string is not correct; expected %r, got %r\"\n raise ValueError(msg % (MAGIC_PREFIX, magic_str[:-2]))\n major, minor = magic_str[-2:]\n return major, minor\n\ndef _has_metadata(dt):\n if dt.metadata is not None:\n return True\n elif dt.names is not None:\n return any(_has_metadata(dt[k]) for k in dt.names)\n elif dt.subdtype is not None:\n return _has_metadata(dt.base)\n else:\n return False"}, {"role": "assistant", "content": "\ndef dtype_to_descr(dtype):\n \"\"\"\n Get a serializable descriptor from the dtype.\n\n The .descr attribute of a dtype object cannot be round-tripped through\n the dtype() constructor. Simple types, like dtype('float32'), have\n a descr which looks like a record array with one field with '' as\n a name. The dtype() constructor interprets this as a request to give\n a default name. Instead, we construct descriptor that can be passed to\n dtype().\n\n Parameters\n ----------\n dtype : dtype\n The dtype of the array that will be written to disk.\n\n Returns\n -------\n descr : object\n An object that can be passed to `numpy.dtype()` in order to\n replicate the input dtype.\n\n \"\"\"\n if _has_metadata(dtype):\n warnings.warn(\"metadata on a dtype may be saved or ignored, but will \"\n \"raise if saved when read. Use another form of storage.\",\n UserWarning, stacklevel=2)\n if dtype.names is not None:\n # This is a record array. The .descr is fine. XXX: parts of the\n # record array with an empty name, like padding bytes, still get\n # fiddled with. This needs to be fixed in the C implementation of\n # dtype().\n return dtype.descr\n else:\n return dtype.str\n\n\n ... [15 more functiondefs truncated] ..."}]
| false
| null | null | null |
6ac66c22ad3d5b81a13742eecef45d93fd664ee6
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: """ Enumerator Test """ from typing import Any class is_valid_enum(): """ Test if a variable is on a list of valid values """ __slots__ = ('symbols') def __init__(self, **kwargs): """ -> "type": "enum", "symbols": ["up", "down"] symbols: list of allowed values (case sensitive) """ self.symbols = kwargs.get('symbols', ()) def __call__(self, value: Any) -> bool: return value and value in self.symbols def __str__(self): return f'enum {self.symbols}'
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 14 💡 Suggestions: Add closing quote at line 1
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advanced
|
testing
|
debugging
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Pythoncode:Python
| 3
| 1
| 539
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nEnumerator Test\n\"\"\"\nfrom typing import Any\n\nclass is_valid_enum():\n \"\"\"\n Test if a variable is on a list of valid values\n \"\"\"\n __slots__ = ('symbols')\n\n def __init__(self, **kwargs):\n \"\"\"\n -> \"type\": \"enum\", \"symbols\": [\"up\", \"down\"]\n\n symbols: list of allowed values (case sensitive)\n \"\"\"\n self.symbols = kwargs.get('symbols', ())\n\n def __call__(self, value: Any) -> bool:\n return value and value in self.symbols\n\n def __str__(self):\n return f'enum {self.symbols}'"}, {"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 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 14\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
6ac6979dc72c67c44ef423ebf8b3a34cc0b6d4cc
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python from zoneinfo import ZoneInfo import flask from dateutil.parser import parse from flask_assets import Bundle, Environment from logzero import logger, setup_logger from webassets.filter import get_filter from config import cfg from apis import calendar as gcal setup_logger(name=__name__) app = flask.Flask(__name__) libsass = get_filter( "libsass", as_output=True, style="compressed", ) assets = Environment(app) # create an Environment instance bundles = { # define nested Bundle "style": Bundle( "scss/*.scss", filters=(libsass), output="style.css", ) } assets.register(bundles) @app.route("/") def events(): return flask.render_template( "index.html", calendar=gcal.load_calendar( service=gcal.build_service(), calendar_id=cfg.calendar_id, ), ) @app.template_filter() def parse_tz_datetime(datetime_str): return parse(datetime_str).replace(tzinfo=ZoneInfo(app.config["display_timezone"])) @app.template_filter() def replace_tz(datetime_obj): return datetime_obj.replace(tzinfo=ZoneInfo(app.config["display_timezone"])) @app.template_filter() def hex2rgb(hex, alpha=None): """Convert a string to all caps.""" if not hex.startswith("#"): return hex h = hex.lstrip("#") try: rgb = tuple(int(h[i : str(i) + 2], 16) for i in (0, 2, 4)) # noqa except Exception as err: logger.exception(f"unable to convert {hex=} to rgb: {err}") return h if alpha is None: return f"rgb({rgb[0]}, {rgb[1]}, {rgb[2]})" else: return f"rgba({rgb[0]}, {rgb[1]}, {rgb[2]}, {alpha})" def get_base_url(): if prefix := cfg.gcs_bucket_prefix: return f"https://{cfg.hostname}/{prefix}" return f"https://{cfg.hostname}" def create_app(): cfg.load() # TODO: do this default settings thing better? default_app_config = dict( display_timezone=cfg.display_timezone, FREEZER_BASE_URL=get_base_url(), FREEZER_STATIC_IGNORE=["*.scss", ".webassets-cache/*", ".DS_Store"], FREEZER_RELATIVE_URLS=False, FREEZER_REMOVE_EXTRA_FILES=True, ) logger.info(f"create_app() => {default_app_config=}") app.config.update(default_app_config) return app if __name__ == "__main__": app = create_app() app.run( host="0.0.0.0", debug=True, )
|
Logical Error Analysis: Error Type: TYPE_MISMATCH Issue: String concatenated with int Severity: HIGH Location: Line 61 Buggy code: rgb = tuple(int(h[i : str(i) + 2], 16) for i in (0, 2, 4)) # noqa Should be: rgb = tuple(int(h[i : i + 2], 16) for i in (0, 2, 4)) # noqa Explanation: Type mismatch will cause runtime error Fix: Ensure types are compatible in operations
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advanced
|
api
|
logical_errors
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Pythoncode:Python
| 6
| 0
| 2,425
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python\nfrom zoneinfo import ZoneInfo\n\nimport flask\nfrom dateutil.parser import parse\nfrom flask_assets import Bundle, Environment\nfrom logzero import logger, setup_logger\nfrom webassets.filter import get_filter\n\nfrom config import cfg\nfrom apis import calendar as gcal\n\n\nsetup_logger(name=__name__)\n\napp = flask.Flask(__name__)\nlibsass = get_filter(\n \"libsass\",\n as_output=True,\n style=\"compressed\",\n)\nassets = Environment(app) # create an Environment instance\nbundles = { # define nested Bundle\n \"style\": Bundle(\n \"scss/*.scss\",\n filters=(libsass),\n output=\"style.css\",\n )\n}\nassets.register(bundles)\n\n\n@app.route(\"/\")\ndef events():\n return flask.render_template(\n \"index.html\",\n calendar=gcal.load_calendar(\n service=gcal.build_service(),\n calendar_id=cfg.calendar_id,\n ),\n )\n\n\n@app.template_filter()\ndef parse_tz_datetime(datetime_str):\n return parse(datetime_str).replace(tzinfo=ZoneInfo(app.config[\"display_timezone\"]))\n\n\n@app.template_filter()\ndef replace_tz(datetime_obj):\n return datetime_obj.replace(tzinfo=ZoneInfo(app.config[\"display_timezone\"]))\n\n\n@app.template_filter()\ndef hex2rgb(hex, alpha=None):\n \"\"\"Convert a string to all caps.\"\"\"\n if not hex.startswith(\"#\"):\n return hex\n h = hex.lstrip(\"#\")\n try:\n rgb = tuple(int(h[i : str(i) + 2], 16) for i in (0, 2, 4)) # noqa\n except Exception as err:\n logger.exception(f\"unable to convert {hex=} to rgb: {err}\")\n return h\n if alpha is None:\n return f\"rgb({rgb[0]}, {rgb[1]}, {rgb[2]})\"\n else:\n return f\"rgba({rgb[0]}, {rgb[1]}, {rgb[2]}, {alpha})\"\n\n\ndef get_base_url():\n if prefix := cfg.gcs_bucket_prefix:\n return f\"https://{cfg.hostname}/{prefix}\"\n return f\"https://{cfg.hostname}\"\n\n\ndef create_app():\n cfg.load()\n\n # TODO: do this default settings thing better?\n default_app_config = dict(\n display_timezone=cfg.display_timezone,\n FREEZER_BASE_URL=get_base_url(),\n FREEZER_STATIC_IGNORE=[\"*.scss\", \".webassets-cache/*\", \".DS_Store\"],\n FREEZER_RELATIVE_URLS=False,\n FREEZER_REMOVE_EXTRA_FILES=True,\n )\n logger.info(f\"create_app() => {default_app_config=}\")\n app.config.update(default_app_config)\n return app\n\n\nif __name__ == \"__main__\":\n app = create_app()\n app.run(\n host=\"0.0.0.0\",\n debug=True,\n )"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: TYPE_MISMATCH\n Issue: String concatenated with int\n Severity: HIGH\n\n Location: Line 61\n\n Buggy code:\n rgb = tuple(int(h[i : str(i) + 2], 16) for i in (0, 2, 4)) # noqa\n\n Should be:\n rgb = tuple(int(h[i : i + 2], 16) for i in (0, 2, 4)) # noqa\n\n Explanation: Type mismatch will cause runtime error\n Fix: Ensure types are compatible in operations"}]
| true
|
logical
|
TYPE_MISMATCH
|
HIGH
|
6ac7d878414c23d75e260d1c447ced1efb264340
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python import astropy.io.fits as fits import numpy as np import os import matplotlib.pyplot as plt import argparse def _fname(expid, night, basedir='/n/home/datasystems/users/ameisner/reduced/focus', ccds=False): fname = basedir + '/' + night + '/' + str(expid).zfill(8) + '/gfa-' + str(expid).zfill(8) + '_psfs.fits' if ccds: fname = fname.replace('_psfs.fits', '_ccds.fits') return fname def _actual_expid_list(expids, night, basedir='/n/home/datasystems/users/ameisner/reduced/focus'): keep = [] for i, expid in enumerate(expids): fname = _fname(expid, night, basedir=basedir, ccds=True) if not os.path.exists(fname): continue tab = fits.getdata(fname) # try to handle case where observer accidentally lists the 'setup focus scan' # 1 second exposure as the start of the focus scan if (i == 0) & (tab[0]['EXPTIME'] < 1.1): print('SKIPPING DUMMY SETUP EXPOSURE') continue program = tab[0]['PROGRAM'].strip() if program != 'focus scan': break keep.append(expid) return keep ... [3 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 11 has no indented body Block at line 20 has no indented body Invalid syntax at line 44: ... [3 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 23 Unexpected indentation at line 25 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
data_processing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,256
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport astropy.io.fits as fits\nimport numpy as np\nimport os\nimport matplotlib.pyplot as plt\nimport argparse\n\ndef _fname(expid, night, \n basedir='/n/home/datasystems/users/ameisner/reduced/focus',\n ccds=False):\n\n fname = basedir + '/' + night + '/' + str(expid).zfill(8) + '/gfa-' + str(expid).zfill(8) + '_psfs.fits' \n\n if ccds:\n fname = fname.replace('_psfs.fits', '_ccds.fits')\n\n return fname\n\ndef _actual_expid_list(expids, night, basedir='/n/home/datasystems/users/ameisner/reduced/focus'):\n\n keep = []\n for i, expid in enumerate(expids):\n fname = _fname(expid, night, basedir=basedir, ccds=True)\n if not os.path.exists(fname):\n continue\n tab = fits.getdata(fname)\n # try to handle case where observer accidentally lists the 'setup focus scan'\n # 1 second exposure as the start of the focus scan\n if (i == 0) & (tab[0]['EXPTIME'] < 1.1):\n print('SKIPPING DUMMY SETUP EXPOSURE')\n continue\n\n program = tab[0]['PROGRAM'].strip()\n\n if program != 'focus scan':\n break\n\n keep.append(expid)\n\n return keep\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 11 has no indented body\n Block at line 20 has no indented body\n Invalid syntax at line 44: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
6ac8631a21e5b850ca9b81ac1543a63108f70e71
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from typing import List from ddq.taxonomy.reference import Reference from ddq.topics.topic import Topic class Logic(Topic): def references(self) -> List[Reference]: return [ Reference("Classical and Nonclassical Logics", [("Eric", "Schechter")]) ]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
oop
|
refactoring
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Pythoncode:Python
| 1
| 1
| 313
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom typing import List\nfrom ddq.taxonomy.reference import Reference\nfrom ddq.topics.topic import Topic\n\n\nclass Logic(Topic):\n def references(self) -> List[Reference]:\n return [\n Reference(\"Classical and Nonclassical Logics\", \n [(\"Eric\", \"Schechter\")])\n ]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6ac89300a5b9e4ad6f97864631998446abb69eb0
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. import base64 import logging import os import sys from tensorboardX import SummaryWriter from pythia.utils.distributed_utils import is_main_process from pythia.utils.general import (ckpt_name_from_core_args, class Logger: def __init__(self, config): self.logger = None self.summary_writer = None if not is_main_process(): return self.timer = Timer() self.config = config self.save_dir = config.training_parameters.save_dir self.log_folder = ckpt_name_from_core_args(config) self.log_folder += foldername_from_config_override(config) time_format = "%Y-%m-%dT%H:%M:%S" self.log_filename = ckpt_name_from_core_args(config) + "_" self.log_filename += self.timer.get_time_hhmmss(None, format=time_format) self.log_filename += ".log" self.log_folder = os.path.join(self.save_dir, self.log_folder, "logs") arg_log_dir = self.config.get("log_dir", None) if arg_log_dir: self.log_folder = arg_log_dir if not os.path.exists(self.log_folder): os.makedirs(self.log_folder) tensorboard_folder = os.path.join(self.log_folder, "tensorboard") self.summary_writer = SummaryWriter(tensorboard_folder) self.log_filename = os.path.join(self.log_folder, self.log_filename) print("Logging to:", self.log_filename) logging.captureWarnings(True) self.logger = logging.getLogger(__name__) self._file_only_logger = logging.getLogger(__name__) warnings_logger = logging.getLogger("py.warnings") # Set level level = config["training_parameters"].get("logger_level", "info") Error: SyntaxError / EOF
|
Fixed Code: # Copyright (c) Facebook, Inc. and its affiliates. import base64 import logging import os import sys from tensorboardX import SummaryWriter from pythia.utils.distributed_utils import is_main_process from pythia.utils.general import (ckpt_name_from_core_args, class Logger: def __init__(self, config): self.logger = None self.summary_writer = None if not is_main_process(): return self.timer = Timer() self.config = config Explanation: Complete the truncated code structure
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advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,757
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates.\nimport base64\nimport logging\nimport os\nimport sys\n\nfrom tensorboardX import SummaryWriter\n\nfrom pythia.utils.distributed_utils import is_main_process\nfrom pythia.utils.general import (ckpt_name_from_core_args,\nclass Logger:\n def __init__(self, config):\n self.logger = None\n self.summary_writer = None\n\n if not is_main_process():\n return\n\n self.timer = Timer()\n self.config = config\n self.save_dir = config.training_parameters.save_dir\n self.log_folder = ckpt_name_from_core_args(config)\n self.log_folder += foldername_from_config_override(config)\n time_format = \"%Y-%m-%dT%H:%M:%S\"\n self.log_filename = ckpt_name_from_core_args(config) + \"_\"\n self.log_filename += self.timer.get_time_hhmmss(None, format=time_format)\n self.log_filename += \".log\"\n\n self.log_folder = os.path.join(self.save_dir, self.log_folder, \"logs\")\n\n arg_log_dir = self.config.get(\"log_dir\", None)\n if arg_log_dir:\n self.log_folder = arg_log_dir\n\n if not os.path.exists(self.log_folder):\n os.makedirs(self.log_folder)\n\n tensorboard_folder = os.path.join(self.log_folder, \"tensorboard\")\n self.summary_writer = SummaryWriter(tensorboard_folder)\n\n self.log_filename = os.path.join(self.log_folder, self.log_filename)\n\n print(\"Logging to:\", self.log_filename)\n\n logging.captureWarnings(True)\n\n self.logger = logging.getLogger(__name__)\n self._file_only_logger = logging.getLogger(__name__)\n warnings_logger = logging.getLogger(\"py.warnings\")\n\n # Set level\n level = config[\"training_parameters\"].get(\"logger_level\", \"info\")\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright (c) Facebook, Inc. and its affiliates.\nimport base64\nimport logging\nimport os\nimport sys\n\nfrom tensorboardX import SummaryWriter\n\nfrom pythia.utils.distributed_utils import is_main_process\nfrom pythia.utils.general import (ckpt_name_from_core_args,\nclass Logger:\n def __init__(self, config):\n self.logger = None\n self.summary_writer = None\n\n if not is_main_process():\n return\n\n self.timer = Timer()\n self.config = config\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ac951af97aa3d1a0ef9e931276c0e45ff2d14cc
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by the Pulumi SDK Generator. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from ... import _utilities from . import outputs from ._inputs import * class UserDataMappingArgs: def __init__(__self__, *, consent_store_id: pulumi.Input[str], data_id: pulumi.Input[str], dataset_id: pulumi.Input[str], user_id: pulumi.Input[str], location: Optional[pulumi.Input[str]] = None, name: Optional[pulumi.Input[str]] = None, project: Optional[pulumi.Input[str]] = None, resource_attributes: Optional[pulumi.Input[Sequence[pulumi.Input['AttributeArgs']]]] = None): """ The set of arguments for constructing a UserDataMapping resource. :param pulumi.Input[str] data_id: A unique identifier for the mapped resource. :param pulumi.Input[str] user_id: User's UUID provided by the client. :param pulumi.Input[str] name: Resource name of the User data mapping, of the form `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}/consentStores/{consent_store_id}/userDataMappings/{user_data_mapping_id}`. :param pulumi.Input[Sequence[pulumi.Input['AttributeArgs']]] resource_attributes: Attributes of the resource. Only explicitly set attributes are displayed here. Attribute definitions with defaults set implicitly apply to these User data mappings. Attributes listed here must be single valued, that is, exactly one value is specified for the field "values" in each Attribute. """ pulumi.set(__self__, "consent_store_id", consent_store_id) pulumi.set(__self__, "data_id", data_id) pulumi.set(__self__, "dataset_id", dataset_id) pulumi.set(__self__, "user_id", user_id) if location is not None: pulumi.set(__self__, "location", location) if name is not None: pulumi.set(__self__, "name", name) if project is not None: pulumi.set(__self__, "project", project) if resource_attributes is not None: pulumi.set(__self__, "resource_attributes", resource_attributes) @property @pulumi.getter(name="consentStoreId") def consent_store_id(self) -> pulumi.Input[str]: return pulumi.get(self, "consent_store_id") @consent_store_id.setter def consent_store_id(self, value: pulumi.Input[str]): pulumi.set(self, "consent_store_id", value) @property @pulumi.getter(name="dataId") ... [26 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 3 IndentationError at line 55 ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 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 36 Unexpected indentation at line 38 Unexpected indentation at line 40 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 49 Unexpected indentation at line 53 ✨ Improvements: Complete the expression on the last line Add closing quote at line 3 Fix indentation to match Python syntax rules
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advanced
|
database
|
code_review
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Pythoncode:Python
| 3
| 1
| 2,777
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by the Pulumi SDK Generator. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\nimport warnings\nimport pulumi\nimport pulumi.runtime\nfrom typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom ... import _utilities\nfrom . import outputs\nfrom ._inputs import *\n\nclass UserDataMappingArgs:\n def __init__(__self__, *,\n consent_store_id: pulumi.Input[str],\n data_id: pulumi.Input[str],\n dataset_id: pulumi.Input[str],\n user_id: pulumi.Input[str],\n location: Optional[pulumi.Input[str]] = None,\n name: Optional[pulumi.Input[str]] = None,\n project: Optional[pulumi.Input[str]] = None,\n resource_attributes: Optional[pulumi.Input[Sequence[pulumi.Input['AttributeArgs']]]] = None):\n \"\"\"\n The set of arguments for constructing a UserDataMapping resource.\n :param pulumi.Input[str] data_id: A unique identifier for the mapped resource.\n :param pulumi.Input[str] user_id: User's UUID provided by the client.\n :param pulumi.Input[str] name: Resource name of the User data mapping, of the form `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}/consentStores/{consent_store_id}/userDataMappings/{user_data_mapping_id}`.\n :param pulumi.Input[Sequence[pulumi.Input['AttributeArgs']]] resource_attributes: Attributes of the resource. Only explicitly set attributes are displayed here. Attribute definitions with defaults set implicitly apply to these User data mappings. Attributes listed here must be single valued, that is, exactly one value is specified for the field \"values\" in each Attribute.\n \"\"\"\n pulumi.set(__self__, \"consent_store_id\", consent_store_id)\n pulumi.set(__self__, \"data_id\", data_id)\n pulumi.set(__self__, \"dataset_id\", dataset_id)\n pulumi.set(__self__, \"user_id\", user_id)\n if location is not None:\n pulumi.set(__self__, \"location\", location)\n if name is not None:\n pulumi.set(__self__, \"name\", name)\n if project is not None:\n pulumi.set(__self__, \"project\", project)\n if resource_attributes is not None:\n pulumi.set(__self__, \"resource_attributes\", resource_attributes)\n\n @property\n @pulumi.getter(name=\"consentStoreId\")\n def consent_store_id(self) -> pulumi.Input[str]:\n return pulumi.get(self, \"consent_store_id\")\n\n @consent_store_id.setter\n def consent_store_id(self, value: pulumi.Input[str]):\n pulumi.set(self, \"consent_store_id\", value)\n\n @property\n @pulumi.getter(name=\"dataId\")\n\n ... [26 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 3\n IndentationError at line 55\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 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 36\n Unexpected indentation at line 38\n Unexpected indentation at line 40\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 49\n Unexpected indentation at line 53\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 3\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
6ac9be98a456dcdce40e3c4f391cc313ab62f054
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import sys import os import sphinx_rtd_theme source_path = os.path.normpath( os.path.join( os.path.abspath( os.path.split(__file__)[0]))) try: from conf_base import * except ImportError: sys.path.append(source_path) from conf_base import * html_theme = 'sphinx_rtd_theme' html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] templates_path = [os.path.join(source_path, 'phdoc_static')] html_static_path = [os.path.join(source_path, 'phdoc_static')] if not os.path.exists(templates_path[0]): raise FileNotFoundError(templates_path[0]) blog_root = "http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx3/"
|
This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 661
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport sys\nimport os\nimport sphinx_rtd_theme\n\n\nsource_path = os.path.normpath(\n os.path.join(\n os.path.abspath(\n os.path.split(__file__)[0])))\n\ntry:\n from conf_base import *\nexcept ImportError:\n sys.path.append(source_path)\n from conf_base import *\n\nhtml_theme = 'sphinx_rtd_theme'\nhtml_theme_path = [sphinx_rtd_theme.get_html_theme_path()]\ntemplates_path = [os.path.join(source_path, 'phdoc_static')]\nhtml_static_path = [os.path.join(source_path, 'phdoc_static')]\n\nif not os.path.exists(templates_path[0]):\n raise FileNotFoundError(templates_path[0])\n\nblog_root = \"http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx3/\""}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6aca7a5f520c3a19c81c989f925529d891ca4d67
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ This module contains routines for reading and working with adv data. It contains: +-----------------------------------+-----------------------------------------+ | Name | Description | +===================================+=========================================+ | :func:`~dolfyn.adv.base.load` | A function for loading ADV data in | | | DOLfYN format. | +-----------------------------------+-----------------------------------------+ | :func:`~dolfyn.adv.base.mmload` | A function for loading ADV data in | | | DOLfYN format (as memory mapped arrays).| +-----------------------------------+-----------------------------------------+ | :func:`~dolfyn.io.nortek.\ | A function for reading Nortek Vector | | read_nortek` | files. | +-----------------------------------+-----------------------------------------+ | :mod:`rotate <dolfyn.adv.rotate>` | A module containing classes and | | | functions for rotating adv data between | | | different coordinate systems | +-----------------------------------+-----------------------------------------+ | :mod:`motion <dolfyn.adv.rotate>` | A module containing classes and | | | functions for performing motion | | | correction. | +-----------------------------------+-----------------------------------------+ | :class:`~dolfyn.\ | A class for breaking ADV data into | | adv.turbulence.TurbBinner` | 'bins', averaging it and estimating | | | various turbulence statistics. | +-----------------------------------+-----------------------------------------+ Examples -------- .. literalinclude:: ../examples/adv_example01.py """ from .base import load, mmload from .turbulence import TurbBinner from . import clean from ..io.nortek import read_nortek from . import rotate from . import motion
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 2,247
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nThis module contains routines for reading and working with adv\ndata. It contains:\n\n+-----------------------------------+-----------------------------------------+\n| Name | Description |\n+===================================+=========================================+\n| :func:`~dolfyn.adv.base.load` | A function for loading ADV data in |\n| | DOLfYN format. |\n+-----------------------------------+-----------------------------------------+\n| :func:`~dolfyn.adv.base.mmload` | A function for loading ADV data in |\n| | DOLfYN format (as memory mapped arrays).|\n+-----------------------------------+-----------------------------------------+\n| :func:`~dolfyn.io.nortek.\\ | A function for reading Nortek Vector |\n| read_nortek` | files. |\n+-----------------------------------+-----------------------------------------+\n| :mod:`rotate <dolfyn.adv.rotate>` | A module containing classes and |\n| | functions for rotating adv data between |\n| | different coordinate systems |\n+-----------------------------------+-----------------------------------------+\n| :mod:`motion <dolfyn.adv.rotate>` | A module containing classes and |\n| | functions for performing motion |\n| | correction. |\n+-----------------------------------+-----------------------------------------+\n| :class:`~dolfyn.\\ | A class for breaking ADV data into |\n| adv.turbulence.TurbBinner` | 'bins', averaging it and estimating |\n| | various turbulence statistics. |\n+-----------------------------------+-----------------------------------------+\n\nExamples\n--------\n\n.. literalinclude:: ../examples/adv_example01.py\n\n\"\"\"\n\n\nfrom .base import load, mmload\nfrom .turbulence import TurbBinner\nfrom . import clean\nfrom ..io.nortek import read_nortek\nfrom . import rotate\nfrom . import motion"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6acaa1d753027b9aa151aee9ced96ca2d15567b0
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Generated by Django 3.1.2 on 2020-10-11 10:53 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('api', '0001_initial'), ] operations = [ migrations.AlterField( model_name='task', name='author', field=models.CharField(default='Anonymous', max_length=100), ), migrations.AlterField( model_name='task', name='deadline', field=models.DateTimeField(default='2020-10-11 10:53'), ), ]
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 561
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Generated by Django 3.1.2 on 2020-10-11 10:53\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('api', '0001_initial'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='task',\n name='author',\n field=models.CharField(default='Anonymous', max_length=100),\n ),\n migrations.AlterField(\n model_name='task',\n name='deadline',\n field=models.DateTimeField(default='2020-10-11 10:53'),\n ),\n ]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6acb7ed968b97603aa5b744b910e0997b0f3f62d
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. # import time import socket from collections import Iterable from typing import Union, Tuple from mongoengine import connect from notification_service.event_storage import BaseEventStorage from notification_service.base_notification import BaseEvent from notification_service.mongo_notification import MongoEvent class MongoEventStorage(BaseEventStorage): def __init__(self, *args, **kwargs): self.db_conn = self.setup_connection(**kwargs) self.server_ip = socket.gethostbyname(socket.gethostname()) def setup_connection(self, **kwargs): db_conf = { "host": kwargs.get("host"), "port": kwargs.get("port"), "db": kwargs.get("db"), } username = kwargs.get("username", None) password = kwargs.get("password", None) authentication_source = kwargs.get("authentication_source", "admin") if (username or password) and not (username and password): raise Exception("Please provide valid username and password") if username and password: db_conf.update({ "username": username, "password": password, "authentication_source": authentication_source }) return connect(**db_conf) def get_latest_version(self, key: str, namespace: str = None): mongo_events = MongoEvent.get_by_key(key, 0, 1, "-version") if not mongo_events: return 0 return mongo_events[0].version ... [5 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
|
refactoring
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Pythoncode:Python
| 3
| 1
| 2,337
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n#\nimport time\nimport socket\nfrom collections import Iterable\nfrom typing import Union, Tuple\n\nfrom mongoengine import connect\nfrom notification_service.event_storage import BaseEventStorage\nfrom notification_service.base_notification import BaseEvent\nfrom notification_service.mongo_notification import MongoEvent\n\n\nclass MongoEventStorage(BaseEventStorage):\n def __init__(self, *args, **kwargs):\n self.db_conn = self.setup_connection(**kwargs)\n self.server_ip = socket.gethostbyname(socket.gethostname())\n\n def setup_connection(self, **kwargs):\n db_conf = {\n \"host\": kwargs.get(\"host\"),\n \"port\": kwargs.get(\"port\"),\n \"db\": kwargs.get(\"db\"),\n }\n username = kwargs.get(\"username\", None)\n password = kwargs.get(\"password\", None)\n authentication_source = kwargs.get(\"authentication_source\", \"admin\")\n if (username or password) and not (username and password):\n raise Exception(\"Please provide valid username and password\")\n if username and password:\n db_conf.update({\n \"username\": username,\n \"password\": password,\n \"authentication_source\": authentication_source\n })\n return connect(**db_conf)\n\n def get_latest_version(self, key: str, namespace: str = None):\n mongo_events = MongoEvent.get_by_key(key, 0, 1, \"-version\")\n if not mongo_events:\n return 0\n return mongo_events[0].version\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6acc395ad3bfafbc612c2d532d32bbb5ce80e13f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: __author__ = "Dave Wapstra <dwapstra@cisco.com>" from unicon.plugins.confd import ConfdServiceList, ConfdConnection, ConfdConnectionProvider from .statemachine import CspStateMachine from .settings import CspSettings from . import service_implementation as csp_svc class CspServiceList(ConfdServiceList): def __init__(self): super().__init__() delattr(self, 'cli_style') self.reload = csp_svc.Reload
|
class CspSingleRPConnection(ConfdConnection): os = 'confd' series = 'csp' chassis_type = 'single_rp' state_machine_class = CspStateMachine connection_provider_class = ConfdConnectionProvider subcommand_list = CspServiceList settings = CspSettings()
|
advanced
|
oop
|
code_completion
|
Pythoncode:Python
| 1
| 2
| 711
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n__author__ = \"Dave Wapstra <dwapstra@cisco.com>\"\n\n\nfrom unicon.plugins.confd import ConfdServiceList, ConfdConnection, ConfdConnectionProvider\nfrom .statemachine import CspStateMachine\nfrom .settings import CspSettings\nfrom . import service_implementation as csp_svc\n\n\nclass CspServiceList(ConfdServiceList):\n def __init__(self):\n super().__init__()\n delattr(self, 'cli_style')\n self.reload = csp_svc.Reload"}, {"role": "assistant", "content": "\n\nclass CspSingleRPConnection(ConfdConnection):\n os = 'confd'\n series = 'csp'\n chassis_type = 'single_rp'\n state_machine_class = CspStateMachine\n connection_provider_class = ConfdConnectionProvider\n subcommand_list = CspServiceList\n settings = CspSettings()"}]
| false
| null | null | null |
6acc7db3216417c3207f16b6723988768ff50b66
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- from setuptools import setup import search_google as package def readme(): with open('README.rst') as f: return ''.join(f.readlines()[11:]) setup( name=package.__name__, # Complete this line description=package.__description__, long_description=readme(), author=package.__author__, author_email=package.__email__, license=package.__license__, url=package.__url__, download_url=package.__download_url__, keywords =package. __keywords__, entry_points=package.__entry_points__, packages=package.__packages__, package_data=package.__package_data__, install_requires=package.__install_requires__ )
|
The missing line is: version=package.__version__,
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intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 665
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom setuptools import setup\n\nimport search_google as package\n\ndef readme():\n with open('README.rst') as f:\n return ''.join(f.readlines()[11:])\n \nsetup(\n name=package.__name__,\n # Complete this line\n description=package.__description__,\n long_description=readme(),\n author=package.__author__,\n author_email=package.__email__,\n license=package.__license__,\n url=package.__url__,\n download_url=package.__download_url__,\n keywords =package. __keywords__,\n entry_points=package.__entry_points__,\n packages=package.__packages__,\n package_data=package.__package_data__,\n install_requires=package.__install_requires__\n)"}, {"role": "assistant", "content": "The missing line is:\n version=package.__version__,"}]
| false
| null | null | null |
6accba984dd52f022ed6544e1f7ad42db7180437
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import setuptools import os try: import pypandoc description = pypandoc.convert('README.md', 'rst') if os.path.exists('README.md') else '' except ImportError: description = '' setuptools.setup( name = 'macpack', packages = setuptools.find_packages(), version = '1.0.3', description = 'Makes a macOS binary redistributable by searching the dependency tree and copying/patching non-system libraries.', long_description = description, author = 'Caleb Hearon', author_email = 'caleb@chearon.net', url = 'https://github.com/chearon/macpack', download_url = 'https://github.com/chearon/macpack/tarball/v1.0.3', keywords = ['macos', 'bundle', 'package', 'redistribute', 'redistributable', 'install Error: SyntaxError: unterminated string literal
|
Fixed Code: import setuptools import os try: import pypandoc description = pypandoc.convert('README.md', 'rst') if os.path.exists('README.md') else '' except ImportError: description = '' setuptools.setup( name = 'macpack', packages = setuptools.find_packages(), version = '1.0.3', description = 'Makes a macOS binary redistributable by searching the dependency tree and copying/patching non-system libraries.', long_description = description, author = 'Caleb Hearon', author_email = 'caleb@chearon.net', url = 'https://github.com/chearon/macpack', download_url = 'https://github.com/chearon/macpack/tarball/v1.0.3', keywords = ['macos', 'bundle', 'package', 'redistribute', 'redistributable', 'install_name_tool', 'otool', 'mach'], Explanation: Close the string literal with matching quote
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 718
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport setuptools\nimport os\n\ntry:\n import pypandoc\n description = pypandoc.convert('README.md', 'rst') if os.path.exists('README.md') else ''\nexcept ImportError:\n description = ''\n\nsetuptools.setup(\n name = 'macpack',\n packages = setuptools.find_packages(),\n version = '1.0.3',\n description = 'Makes a macOS binary redistributable by searching the dependency tree and copying/patching non-system libraries.',\n long_description = description,\n author = 'Caleb Hearon',\n author_email = 'caleb@chearon.net',\n url = 'https://github.com/chearon/macpack',\n download_url = 'https://github.com/chearon/macpack/tarball/v1.0.3',\n keywords = ['macos', 'bundle', 'package', 'redistribute', 'redistributable', 'install\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport setuptools\nimport os\n\ntry:\n import pypandoc\n description = pypandoc.convert('README.md', 'rst') if os.path.exists('README.md') else ''\nexcept ImportError:\n description = ''\n\nsetuptools.setup(\n name = 'macpack',\n packages = setuptools.find_packages(),\n version = '1.0.3',\n description = 'Makes a macOS binary redistributable by searching the dependency tree and copying/patching non-system libraries.',\n long_description = description,\n author = 'Caleb Hearon',\n author_email = 'caleb@chearon.net',\n url = 'https://github.com/chearon/macpack',\n download_url = 'https://github.com/chearon/macpack/tarball/v1.0.3',\n keywords = ['macos', 'bundle', 'package', 'redistribute', 'redistributable', 'install_name_tool', 'otool', 'mach'],\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6acd5e71b7f337a2cb3ca947d7cf6d05f0a0b474
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import vtk # Read the file (to test that it was written correctly) reader = vtk.vtkXMLImageDataReader() reader.SetFileName("../data/wind_image.vti") reader.Update() print(reader.GetOutput()) # Convert the image to a polydata imageDataGeometryFilter = vtk.vtkImageDataGeometryFilter() imageDataGeometryFilter.SetInputConnection(reader.GetOutputPort()) imageDataGeometryFilter.Update() scalarRange = reader.GetOutput().GetPointData().GetScalars().GetRange(-1) contoursFilter = vtk.vtkContourFilter() contoursFilter.SetInputConnection(imageDataGeometryFilter.GetOutputPort()) contoursFilter.GenerateValues(60, scalarRange) contoursMapper = vtk.vtkPolyDataMapper() contoursMapper.SetInputConnection(contoursFilter.GetOutputPort()) contoursMapper.SetColorModeToMapScalars() contoursMapper.ScalarVisibilityOn( contoursMapper.SelectColorArray("JPEGImage") contoursMapper.SetScalarRange(scalarRange) contoursActor = vtk.vtkActor() contoursActor.SetMapper(contoursMapper) actor = vtk.vtkActor() actor.SetMapper(contoursMapper) # Setup rendering renderer = vtk.vtkRenderer() renderer.AddActor(actor) renderer.SetBackground(1,1,1) renderer.ResetCamera() renderWindow = vtk.vtkRenderWindow() renderWindow.AddRenderer(renderer) renderWindowInteractor = vtk.vtkRenderWindowInteractor() renderWindowInteractor.SetRenderWindow(renderWindow) renderWindowInteractor.Start()
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 21 - expected ')' • SyntaxError: '(' was never closed at line 21 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,370
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport vtk\n\n# Read the file (to test that it was written correctly)\nreader = vtk.vtkXMLImageDataReader()\nreader.SetFileName(\"../data/wind_image.vti\")\nreader.Update()\nprint(reader.GetOutput())\n# Convert the image to a polydata\nimageDataGeometryFilter = vtk.vtkImageDataGeometryFilter()\nimageDataGeometryFilter.SetInputConnection(reader.GetOutputPort())\nimageDataGeometryFilter.Update()\n\nscalarRange = reader.GetOutput().GetPointData().GetScalars().GetRange(-1)\ncontoursFilter = vtk.vtkContourFilter()\ncontoursFilter.SetInputConnection(imageDataGeometryFilter.GetOutputPort())\ncontoursFilter.GenerateValues(60, scalarRange)\n\ncontoursMapper = vtk.vtkPolyDataMapper()\ncontoursMapper.SetInputConnection(contoursFilter.GetOutputPort())\ncontoursMapper.SetColorModeToMapScalars()\ncontoursMapper.ScalarVisibilityOn(\ncontoursMapper.SelectColorArray(\"JPEGImage\")\ncontoursMapper.SetScalarRange(scalarRange)\n\ncontoursActor = vtk.vtkActor()\ncontoursActor.SetMapper(contoursMapper)\n\nactor = vtk.vtkActor()\nactor.SetMapper(contoursMapper)\n \n# Setup rendering\nrenderer = vtk.vtkRenderer()\nrenderer.AddActor(actor)\nrenderer.SetBackground(1,1,1)\nrenderer.ResetCamera()\n \nrenderWindow = vtk.vtkRenderWindow()\nrenderWindow.AddRenderer(renderer)\n \nrenderWindowInteractor = vtk.vtkRenderWindowInteractor()\n \nrenderWindowInteractor.SetRenderWindow(renderWindow)\nrenderWindowInteractor.Start()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 21 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 21\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6acdf3a0dc36f1ce88eb6431d38ef46ea81f633b
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class env(bew.base_env): # acrobot has applied sin/cos obs PENDULUM = ['gym_invertedPendulum'] def __init__(self, env_name, rand_seed, misc_info): super(env, self).__init__(env_name, rand_seed, misc_info) self._base_path = init_path.get_abs_base_dir() self._len_qpos, self._len_qvel = \ env_util.get_gym_q_info(self._env, self._current_version) # return the reset as the gym? if 'reset_type' in misc_info and misc_info['reset_type'] == 'gym': self._reset_return_obs_only = True self.observation_space, self.action_space = \ self._env.observation_space, self._env.action_space # it's possible some environments have different obs self.observation_space = \ env_util.box(self._env_info['ob_size'], -1, 1) else: self._reset_return_obs_only = False def step(self, action): _, _, _, info = self._env.step(action) ob = self._get_observation() # get the reward reward = self.reward( {'end_state': ob, 'start_state': self._old_ob, 'action': action} ) # from mbbl.util.common.fpdb import fpdb; fpdb().set_trace() # get the end signal self._current_step += 1 info['current_step'] = self._current_step if self._current_step > self._env_info['max_length']: done = True else: done = False # will raise warnings -> set logger flag to ignore self._old_ob = np.array(ob) return ob, reward, done, info ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def reset(self, control_info={}): self._current_step = 0 self._env.reset() # the following is a hack, there is some precision issue in mujoco_py
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 1,600
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass env(bew.base_env):\n # acrobot has applied sin/cos obs\n PENDULUM = ['gym_invertedPendulum']\n\n def __init__(self, env_name, rand_seed, misc_info):\n super(env, self).__init__(env_name, rand_seed, misc_info)\n self._base_path = init_path.get_abs_base_dir()\n\n self._len_qpos, self._len_qvel = \\\n env_util.get_gym_q_info(self._env, self._current_version)\n\n # return the reset as the gym?\n if 'reset_type' in misc_info and misc_info['reset_type'] == 'gym':\n self._reset_return_obs_only = True\n self.observation_space, self.action_space = \\\n self._env.observation_space, self._env.action_space\n # it's possible some environments have different obs\n self.observation_space = \\\n env_util.box(self._env_info['ob_size'], -1, 1)\n else:\n self._reset_return_obs_only = False\n\n def step(self, action):\n _, _, _, info = self._env.step(action)\n ob = self._get_observation()\n\n # get the reward\n reward = self.reward(\n {'end_state': ob, 'start_state': self._old_ob, 'action': action}\n )\n # from mbbl.util.common.fpdb import fpdb; fpdb().set_trace()\n\n # get the end signal\n self._current_step += 1\n info['current_step'] = self._current_step\n if self._current_step > self._env_info['max_length']:\n done = True\n else:\n done = False # will raise warnings -> set logger flag to ignore\n self._old_ob = np.array(ob)\n return ob, reward, done, info\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 def reset(self, control_info={}):\n self._current_step = 0\n self._env.reset()\n\n # the following is a hack, there is some precision issue in mujoco_py"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ace6e18f6860e091c836de50634b3a607e70811
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from .bar import * from .create_session import * from .image im
|
Syntax Analysis: Syntax Errors Found: • Invalid syntax at line 3: from .image im Fixes: • Review syntax near the error location
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 83
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom .bar import *\nfrom .create_session import *\nfrom .image im"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Invalid syntax at line 3: from .image im\n\n\n Fixes:\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ad075ac74b446b2102501aae9ff9190489a4090
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Ping Pong Pi web UI running on flask. # Uses zmq to speak to daemon controlling screen. from flask import Flask, render_template, appcontext_tearing_down, request from multiprocessing import Process, Queue from multiprocessing.connection import Client import atexit import time import zmq app = Flask(__name__) @app.route('/') def index(): return render_template('index.html') MODE="mode" @app.route('/mode/<name>', methods=['POST']) def mode(name): text = request.args.get("val", default="", type=str) message_queue.put([MODE,name,text]) return "\"OK\"" message_queue = Queue() message_process = None def message_loop(message_queue): print("Starting message loop") context = zmq.Context() while True: try: socket = context.socket(zmq.REQ) socket.connect("tcp://localhost:5555") print("Connected to daemon") # Complete this line msg = message_queue.get() print("Sending ", msg) socket.send_json(msg) socket.recv() except Exception as ex: print(ex) time.sleep(5) def stop_message_loop(): print("Terminating") if message_process: message_process.terminate() atexit.register(stop_message_loop) @app.before_first_request def setup_ipc(): global message_process message_process = Process(target=message_loop, args=(message_queue,)) message_process.start() if __name__ == '__main__': app.run(debug=True, host='0.0.0.0')
|
The missing line is: while True:
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 0
| 1,426
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Ping Pong Pi web UI running on flask.\n# Uses zmq to speak to daemon controlling screen.\n\nfrom flask import Flask, render_template, appcontext_tearing_down, request\nfrom multiprocessing import Process, Queue\nfrom multiprocessing.connection import Client\nimport atexit\nimport time\nimport zmq\n\napp = Flask(__name__)\n\n\n@app.route('/')\ndef index():\n return render_template('index.html')\n\nMODE=\"mode\"\n\n@app.route('/mode/<name>', methods=['POST'])\ndef mode(name):\n text = request.args.get(\"val\", default=\"\", type=str)\n message_queue.put([MODE,name,text])\n return \"\\\"OK\\\"\"\n\nmessage_queue = Queue()\nmessage_process = None\n\ndef message_loop(message_queue):\n print(\"Starting message loop\")\n context = zmq.Context()\n while True:\n try:\n socket = context.socket(zmq.REQ)\n socket.connect(\"tcp://localhost:5555\")\n print(\"Connected to daemon\")\n # Complete this line\n msg = message_queue.get()\n print(\"Sending \", msg)\n socket.send_json(msg)\n socket.recv()\n except Exception as ex:\n print(ex)\n time.sleep(5)\n\n\ndef stop_message_loop():\n print(\"Terminating\")\n if message_process:\n message_process.terminate()\n\natexit.register(stop_message_loop)\n \n@app.before_first_request\ndef setup_ipc():\n global message_process\n message_process = Process(target=message_loop, args=(message_queue,))\n message_process.start()\n\n\nif __name__ == '__main__':\n app.run(debug=True, host='0.0.0.0')"}, {"role": "assistant", "content": "The missing line is:\n while True:"}]
| false
| null | null | null |
6ad0bc72be93fcbf7c2b0d3f4185b26d3bfb3b1c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- encoding: utf-8 -*- # Copyright (c) 2019 European Organization for Nuclear Research (CERN) # # 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 unittest import mock from watcher.common import exception from watcher.decision_engine.datasources import manager from watcher.decision_engine.model import model_root from watcher.decision_engine.strategy import strategies from watcher.tests import base from watcher.tests.decision_engine.model import faker_cluster_state class TestBaseStrategy(base.TestCase): def setUp(self): super(TestBaseStrategy, self).setUp() ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # fake cluster self.fake_c_cluster = faker_cluster_state.FakerModelCollector() p_c_model = mock.patch.object( strategies.BaseStrategy, "compute_model",
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 2
| 1,079
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- encoding: utf-8 -*-\n# Copyright (c) 2019 European Organization for Nuclear Research (CERN)\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\n# implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom unittest import mock\n\nfrom watcher.common import exception\nfrom watcher.decision_engine.datasources import manager\nfrom watcher.decision_engine.model import model_root\nfrom watcher.decision_engine.strategy import strategies\nfrom watcher.tests import base\nfrom watcher.tests.decision_engine.model import faker_cluster_state\n\n\nclass TestBaseStrategy(base.TestCase):\n\n def setUp(self):\n super(TestBaseStrategy, self).setUp()\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 # fake cluster\n self.fake_c_cluster = faker_cluster_state.FakerModelCollector()\n\n p_c_model = mock.patch.object(\n strategies.BaseStrategy, \"compute_model\","}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ad190f41233de2c7f9d3aa69edc83f906187598
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from sudoku import Sudoku def main(): s = Sudoku.parse( ''' ------------- | |2 | | | | 6 |4 3| | | 5| 7 | ------------- | 7 | 2|8 | |51 | 4|9 | | 9| 3| | ------------- | | 9| | | 2| | 98| | 83|1 |2 | ------------- ''' ) print(s) print(s.solve()) if __name__ == '__main__': main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 346
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom sudoku import Sudoku\n\ndef main():\n\ts = Sudoku.parse(\n\t\t'''\n\t\t-------------\n\t\t| |2 | |\n\t\t| | 6 |4 3|\n\t\t| | 5| 7 |\n\t\t-------------\n\t\t| 7 | 2|8 |\n\t\t|51 | 4|9 |\n\t\t| 9| 3| |\n\t\t-------------\n\t\t| | 9| |\n\t\t| 2| | 98|\n\t\t| 83|1 |2 |\n\t\t-------------\n\t\t'''\n\t)\n\n\tprint(s)\n\tprint(s.solve())\n\nif __name__ == '__main__':\n\tmain()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6ad2141e919181f75e53ccffa43344d1aae6eea7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy as np def _test_sample(y): sampler = MajorityUnderSampler() idx = sampler.sample(y, 40000, 3.0) assert len(idx) == 40000 assert y[idx].sum() == 10000 def test_sample_with_series(): y = pd.Series(np.concatenate([np.ones((10000)), np.zeros((100000))])) y = y.sample(frac=1.0) _test_sample(y) def test_sample_with_ndarray(): y = np.concatenate([np.ones((10000)), np.zeros((100000))]) _test_sample(y) def test_sample_for_regression(): y = np.concatenate([ 2*np.ones((10000)), 1*np.ones((10000)), 0*np.ones((10000)), ]) sampler = MajorityUnderSampler() idx = sampler.sample(y, 0.1, 3.0) assert len(idx) == 3000
|
Error Analysis: Error Type: MISSING_IMPORTS Error: NameError: name is not defined Fix: Add missing imports: from autogbt.sampler import MajorityUnderSampler, import pandas as pd
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 707
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\n\n\ndef _test_sample(y):\n sampler = MajorityUnderSampler()\n idx = sampler.sample(y, 40000, 3.0)\n assert len(idx) == 40000\n assert y[idx].sum() == 10000\n\n\ndef test_sample_with_series():\n y = pd.Series(np.concatenate([np.ones((10000)), np.zeros((100000))]))\n y = y.sample(frac=1.0)\n _test_sample(y)\n\n\ndef test_sample_with_ndarray():\n y = np.concatenate([np.ones((10000)), np.zeros((100000))])\n _test_sample(y)\n\n\ndef test_sample_for_regression():\n y = np.concatenate([\n 2*np.ones((10000)),\n 1*np.ones((10000)),\n 0*np.ones((10000)),\n ])\n sampler = MajorityUnderSampler()\n idx = sampler.sample(y, 0.1, 3.0)\n assert len(idx) == 3000"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_IMPORTS\n Error: NameError: name is not defined\n\n Fix: Add missing imports: from autogbt.sampler import MajorityUnderSampler, import pandas as pd"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
6ad243bce2bf880a6b70228da5819c87e92c557b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np import sys from timeit import default_timer as timer sys.path.append("../../") from core import wnn from encoding import thermometer from encoding import util #Load Diabetes data base_path = "../../dataset/diabetes/" #2/3 Test bits_encoding = 20 train_data, train_label, test_data, test_label, data_min, data_max = util.load_3data(base_path) ths = [] for i in range(len(data_max)): ths.append(thermometer.Thermometer(data_min[i], data_max[i], bits_encoding)) train_bin = [] test_bin = [] i = 0 for data in train_data: train_bin.append(np.array([], dtype=bool)) t = 0 for v in data: binarr = ths[t].binarize(v) train_bin[i] = np.append(train_bin[i], binarr) t += 1 i += 1 i = 0 for data in test_data: test_bin.append(np.array([], dtype=bool)) t = 0 for v in data: binarr = ths[t].binarize(v test_bin[i] = np.append(test_bin[i], binarr) t += 1 i += 1 #print test_label #Wisard num_classes = 2 tuple_list = [2, 4, 8, 14, 16, 18, 20, 22, 24, 26, 28, 30] acc_list = [] test_length = len(test_label) entry_size = len(train_bin[0]) #print entry_size for t in tuple_list: wisard = wnn.Wisard(entry_size, t, num_classes) wisard.train(train_bin, train_label) rank_result = wisard.rank(test_bin) num_hits = 0 for i in range(test_length): if rank_result[i] == test_label[i]: num_hits += 1 acc_list.append(float(num_hits)/float(test_length)) #Bloom Wisard btuple_list = [2, 4, 8, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 40, 56] bacc_list = [] #capacity = len(train_bin) capacity = 10 print capacity for t in btuple_list: bwisard = wnn.BloomWisard(entry_size, t, num_classes, capacity) bwisard.train(train_bin, train_label) rank_result = bwisard.rank(test_bin) num_hits = 0 for i in range(test_length): if rank_result[i] == test_label[i]: num_hits += 1 bacc_list.append(float(num_hits)/float(test_length)) print "Tuples=", tuple_list print "Wisard Accuracy=", acc_list print "Tuples=", btuple_list print "BloomWisard Accuracy=",bacc_list
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 40 - expected ')' • SyntaxError: '(' was never closed at line 40 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 2,156
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np\nimport sys\nfrom timeit import default_timer as timer\nsys.path.append(\"../../\") \nfrom core import wnn\nfrom encoding import thermometer\nfrom encoding import util\n\n#Load Diabetes data\nbase_path = \"../../dataset/diabetes/\"\n\n#2/3 Test\nbits_encoding = 20\ntrain_data, train_label, test_data, test_label, data_min, data_max = util.load_3data(base_path)\n\nths = []\n\nfor i in range(len(data_max)):\n ths.append(thermometer.Thermometer(data_min[i], data_max[i], bits_encoding))\n\ntrain_bin = []\ntest_bin = []\n\ni = 0\nfor data in train_data:\n train_bin.append(np.array([], dtype=bool))\n t = 0\n for v in data:\n binarr = ths[t].binarize(v)\n train_bin[i] = np.append(train_bin[i], binarr) \n t += 1\n i += 1\n\n\ni = 0\nfor data in test_data:\n test_bin.append(np.array([], dtype=bool))\n t = 0\n for v in data:\n binarr = ths[t].binarize(v\n test_bin[i] = np.append(test_bin[i], binarr) \n t += 1\n i += 1\n\n#print test_label\n#Wisard\nnum_classes = 2\ntuple_list = [2, 4, 8, 14, 16, 18, 20, 22, 24, 26, 28, 30]\nacc_list = []\ntest_length = len(test_label)\nentry_size = len(train_bin[0])\n\n#print entry_size\n\nfor t in tuple_list:\n wisard = wnn.Wisard(entry_size, t, num_classes)\n wisard.train(train_bin, train_label)\n rank_result = wisard.rank(test_bin) \n \n num_hits = 0\n\n for i in range(test_length):\n if rank_result[i] == test_label[i]:\n num_hits += 1\n\n acc_list.append(float(num_hits)/float(test_length))\n\n#Bloom Wisard\nbtuple_list = [2, 4, 8, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 40, 56]\nbacc_list = []\n#capacity = len(train_bin)\ncapacity = 10\nprint capacity\nfor t in btuple_list:\n bwisard = wnn.BloomWisard(entry_size, t, num_classes, capacity)\n bwisard.train(train_bin, train_label)\n rank_result = bwisard.rank(test_bin) \n \n num_hits = 0\n\n for i in range(test_length):\n if rank_result[i] == test_label[i]:\n num_hits += 1\n\n bacc_list.append(float(num_hits)/float(test_length))\n\nprint \"Tuples=\", tuple_list\nprint \"Wisard Accuracy=\", acc_list\nprint \"Tuples=\", btuple_list\nprint \"BloomWisard Accuracy=\",bacc_list"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 40 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 40\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6ad3007b95e5d17415b05151d343ee3326e45e1d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from pygamehelper import * from pygame import * from pygame.locals import * from vec2d import * from random import uniform import numpy as np class Starter(PygameHelper): def __init__(self): self.w, self.h = 800, 600 PygameHelper.__init__(self, size=(self.w, self.h), fill=((0,0,0))) def update(self): pass def keyUp(self, key): pass def mouseUp(self, button, pos):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • IndentationError at line 21 Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 6
| 1
| 445
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom pygamehelper import *\nfrom pygame import *\nfrom pygame.locals import *\nfrom vec2d import *\nfrom random import uniform\n\nimport numpy as np\n\nclass Starter(PygameHelper):\n def __init__(self):\n self.w, self.h = 800, 600\n PygameHelper.__init__(self, size=(self.w, self.h), fill=((0,0,0)))\n \n def update(self):\n pass\n \n def keyUp(self, key):\n pass\n \n def mouseUp(self, button, pos):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 IndentationError at line 21\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ad38265801ddbc75fcce3bfaba00694854f353b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import glob import os import sys import utils from recorder import StreamRec OUTDIR = "" def parse_args(a): global OUTDIR i = 1 while i < len(a): if a[i] in ["-h", "--help", "/?"]: usage() if a[i] in ["-d", "--dir"]: OUTDIR = a[i + 1] i += 1 i += 1 def usage(): print("Record your favorite Twitch streams!") print("Check an example of .stream file in data/ to see how to add a stream to record") print() print("Usage: %s [Options]" % (os.path.basename(sys.argv[0]))) print() print("Options :") print(" -d, --dir : Output directory") print(" -h, --help : Help") sys.exit(1) d Error: SyntaxError / EOF
|
Fixed Code: import glob import os import sys import utils from recorder import StreamRec OUTDIR = "" def parse_args(a): global OUTDIR i = 1 while i < len(a): if a[i] in ["-h", "--help", "/?"]: usage() if a[i] in ["-d", "--dir"]: OUTDIR = a[i + 1] i += 1 i += 1 Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 4
| 0
| 696
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport glob\nimport os\nimport sys\n\nimport utils\nfrom recorder import StreamRec\n\nOUTDIR = \"\"\n\n\ndef parse_args(a):\n global OUTDIR\n i = 1\n while i < len(a):\n if a[i] in [\"-h\", \"--help\", \"/?\"]:\n usage()\n if a[i] in [\"-d\", \"--dir\"]:\n OUTDIR = a[i + 1]\n i += 1\n i += 1\n\n\ndef usage():\n print(\"Record your favorite Twitch streams!\")\n print(\"Check an example of .stream file in data/ to see how to add a stream to record\")\n print()\n print(\"Usage: %s [Options]\" % (os.path.basename(sys.argv[0])))\n print()\n print(\"Options :\")\n print(\" -d, --dir : Output directory\")\n print(\" -h, --help : Help\")\n sys.exit(1)\n\n\nd\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport glob\nimport os\nimport sys\n\nimport utils\nfrom recorder import StreamRec\n\nOUTDIR = \"\"\n\n\ndef parse_args(a):\n global OUTDIR\n i = 1\n while i < len(a):\n if a[i] in [\"-h\", \"--help\", \"/?\"]:\n usage()\n if a[i] in [\"-d\", \"--dir\"]:\n OUTDIR = a[i + 1]\n i += 1\n i += 1\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ad3e60ef95d7e5c040fd394c92201b95875defd
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2017 Huawei Technologies Co., Ltd. # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from oslo_policy import policy from karbor.policies import base GET_POLICY = 'protectable:get' GET_ALL_POLICY = 'protectable:get_all' INSTANCES_GET_POLICY = 'protectable:instance_get' INSTANCES_GET_ALL_POLICY = 'protectable:instance_get_all' protectables_policies = [ policy.DocumentedRuleDefault( name=GET_POLICY, check_str=base.RULE_ADMIN_OR_OWNER, description='Show a protectable type.', operations=[ { 'method': 'GET', 'path': '/protectables/{protectable_type}' } ]), policy.DocumentedRuleDefault( name=GET_ALL_POLICY, check_str=base.RULE_ADMIN_OR_OWNER, description='List protectable types.', operations=[ { 'method': 'GET', 'path': '/protectables' } ]), policy.DocumentedRuleDefault( name=INSTANCES_GET_POLICY, check_str=base.RULE_ADMIN_OR_OWNER, description='Show a protectable instance.', operations=[ { 'method': 'GET', 'path': '/protectables/{protectable_type}/' 'instances/{resource_id}' } ]), policy.DocumentedRuleDefault( name=INSTANCES_GET_ALL_POLICY, check_str=base.RULE_ADMIN_OR_OWNER, description='List protectable instances.', operations=[ { 'method': 'GET', 'path': '/protectables/{protectable_type}/instances' } ]), ] def list_rules(): return protectables_policies
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 2,268
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2017 Huawei Technologies Co., Ltd.\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom oslo_policy import policy\n\nfrom karbor.policies import base\n\n\nGET_POLICY = 'protectable:get'\nGET_ALL_POLICY = 'protectable:get_all'\nINSTANCES_GET_POLICY = 'protectable:instance_get'\nINSTANCES_GET_ALL_POLICY = 'protectable:instance_get_all'\n\nprotectables_policies = [\n policy.DocumentedRuleDefault(\n name=GET_POLICY,\n check_str=base.RULE_ADMIN_OR_OWNER,\n description='Show a protectable type.',\n operations=[\n {\n 'method': 'GET',\n 'path': '/protectables/{protectable_type}'\n }\n ]),\n policy.DocumentedRuleDefault(\n name=GET_ALL_POLICY,\n check_str=base.RULE_ADMIN_OR_OWNER,\n description='List protectable types.',\n operations=[\n {\n 'method': 'GET',\n 'path': '/protectables'\n }\n ]),\n policy.DocumentedRuleDefault(\n name=INSTANCES_GET_POLICY,\n check_str=base.RULE_ADMIN_OR_OWNER,\n description='Show a protectable instance.',\n operations=[\n {\n 'method': 'GET',\n 'path': '/protectables/{protectable_type}/'\n 'instances/{resource_id}'\n }\n ]),\n policy.DocumentedRuleDefault(\n name=INSTANCES_GET_ALL_POLICY,\n check_str=base.RULE_ADMIN_OR_OWNER,\n description='List protectable instances.',\n operations=[\n {\n 'method': 'GET',\n 'path': '/protectables/{protectable_type}/instances'\n }\n ]),\n]\n\n\ndef list_rules():\n return protectables_policies"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30"}]
| false
| null | null | null |
6ad40da9c9320f7c8df4a83d064f6172f24c03ec
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- # routers are dictionaries of URL routing parameters. # # For each request, the effective router is: # the built-in default base router (shown below), # updated by the BASE router in routes.py routers, # updated by the app-specific router in routes.py routers (if any), # updated by the app-specific router from applcations/app/routes.py routers (if any) # # # Router members: # # default_application: default application name # applications: list of all recognized applications, or 'ALL' to use all currently installed applications # Names in applications are always treated as an application names when they appear first in an incoming URL. # Set applications to None to disable the removal of application names from outgoing URLs. # domains: optional dict mapping domain names to application names # The domain name can include a port number: domain.com:8080 # The application name can include a controller: appx/ctlrx # path_prefix: a path fragment that is prefixed to all outgoing URLs and stripped from all incoming URLs # # Note: default_application, applications, domains & path_prefix are permitted only in the BASE router, # and domain makes sense only in an application-specific router. # The remaining members can appear in the BASE router (as defaults for all applications) # or in application-specific routers. # # default_controller: name of default controller # default_function: name of default function (all controllers) # controllers: list of valid controllers in selected app # or "DEFAULT" to use all controllers in the selected app plus 'static' # or None to disable controller-name removal. # Names in controllers are always treated as controller names when they appear in an incoming URL after # the (optional) application and language names. # languages: list of all supported languages # Names in controllers are always treated as language names when they appear in an incoming URL after # the (optional) application name. # default_language # The language code (for example: en, it-it) optionally appears in the URL following # the application (which may be omitted). For incoming URLs, the code is copied to # request.language; for outgoing URLs it is taken from request.language. # If languages=None, language support is disabled. # The default_language, if any, is omitted from the URL. # root_static: list of static files accessed from root # (mapped to the current application's static/ directory) # Each application has its own root-static files. # domain: the domain that maps to this application (alternative to using domains in the BASE router) # map_hyphen: If True (default), hyphens in incoming /a/c/f fields are converted to underscores, # and back to hyphens in outgoing URLs. Language, args and the query string are not affected. # map_static: By default, the default application is not stripped from static URLs. Set map_static=True # to override this policy. # acfe_match: regex for valid application, controller, function, extension /a/c/f.e # file_match: regex for valid file (used for static file names) # args_match: regex for valid args # This validation provides a measure of security. # If it is changed, the application perform its own validation. # # # The built-in default router supplies default values (undefined members are None): # # default_router = dict( # default_application = 'init', # applications = 'ALL', # default_controller = 'default', # controllers = 'DEFAULT', # default_function = 'index', # default_language = None, # Error: SyntaxError: unterminated string literal
|
Fixed Code: #!/usr/bin/python # -*- coding: utf-8 -*- # routers are dictionaries of URL routing parameters. # # For each request, the effective router is: # the built-in default base router (shown below), # updated by the BASE router in routes.py routers, # updated by the app-specific router in routes.py routers (if any), # updated by the app-specific router from applcations/app/routes.py routers (if any) # # # Router members: # # default_application: default application name # applications: list of all recognized applications, or 'ALL' to use all currently installed applications # Names in applications are always treated as an application names when they appear first in an incoming URL. # Set applications to None to disable the removal of application names from outgoing URLs. # domains: optional dict mapping domain names to application names # The domain name can include a port number: domain.com:8080 Explanation: Close the string literal with matching quote
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 3,777
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\n\n# routers are dictionaries of URL routing parameters.\n#\n# For each request, the effective router is:\n# the built-in default base router (shown below),\n# updated by the BASE router in routes.py routers,\n# updated by the app-specific router in routes.py routers (if any),\n# updated by the app-specific router from applcations/app/routes.py routers (if any)\n#\n#\n# Router members:\n#\n# default_application: default application name\n# applications: list of all recognized applications, or 'ALL' to use all currently installed applications\n# Names in applications are always treated as an application names when they appear first in an incoming URL.\n# Set applications to None to disable the removal of application names from outgoing URLs.\n# domains: optional dict mapping domain names to application names\n# The domain name can include a port number: domain.com:8080\n# The application name can include a controller: appx/ctlrx\n# path_prefix: a path fragment that is prefixed to all outgoing URLs and stripped from all incoming URLs\n#\n# Note: default_application, applications, domains & path_prefix are permitted only in the BASE router,\n# and domain makes sense only in an application-specific router.\n# The remaining members can appear in the BASE router (as defaults for all applications)\n# or in application-specific routers.\n#\n# default_controller: name of default controller\n# default_function: name of default function (all controllers)\n# controllers: list of valid controllers in selected app\n# or \"DEFAULT\" to use all controllers in the selected app plus 'static'\n# or None to disable controller-name removal.\n# Names in controllers are always treated as controller names when they appear in an incoming URL after\n# the (optional) application and language names. \n# languages: list of all supported languages\n# Names in controllers are always treated as language names when they appear in an incoming URL after\n# the (optional) application name. \n# default_language\n# The language code (for example: en, it-it) optionally appears in the URL following\n# the application (which may be omitted). For incoming URLs, the code is copied to\n# request.language; for outgoing URLs it is taken from request.language.\n# If languages=None, language support is disabled.\n# The default_language, if any, is omitted from the URL.\n# root_static: list of static files accessed from root\n# (mapped to the current application's static/ directory)\n# Each application has its own root-static files.\n# domain: the domain that maps to this application (alternative to using domains in the BASE router)\n# map_hyphen: If True (default), hyphens in incoming /a/c/f fields are converted to underscores,\n# and back to hyphens in outgoing URLs. Language, args and the query string are not affected.\n# map_static: By default, the default application is not stripped from static URLs. Set map_static=True\n# to override this policy.\n# acfe_match: regex for valid application, controller, function, extension /a/c/f.e\n# file_match: regex for valid file (used for static file names)\n# args_match: regex for valid args\n# This validation provides a measure of security. \n# If it is changed, the application perform its own validation.\n#\n#\n# The built-in default router supplies default values (undefined members are None):\n#\n# default_router = dict(\n# default_application = 'init',\n# applications = 'ALL',\n# default_controller = 'default',\n# controllers = 'DEFAULT',\n# default_function = 'index',\n# default_language = None,\n# \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\n\n# routers are dictionaries of URL routing parameters.\n#\n# For each request, the effective router is:\n# the built-in default base router (shown below),\n# updated by the BASE router in routes.py routers,\n# updated by the app-specific router in routes.py routers (if any),\n# updated by the app-specific router from applcations/app/routes.py routers (if any)\n#\n#\n# Router members:\n#\n# default_application: default application name\n# applications: list of all recognized applications, or 'ALL' to use all currently installed applications\n# Names in applications are always treated as an application names when they appear first in an incoming URL.\n# Set applications to None to disable the removal of application names from outgoing URLs.\n# domains: optional dict mapping domain names to application names\n# The domain name can include a port number: domain.com:8080\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6ad42755c1900a89dea96e604b75bea9a5c3b32c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #%% from uarray.core import * #%% s = Scalar(Int(10)) #%% @operation def Always(a: T) -> CCallableUnary[T, CContent]: ... #%% r
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 135
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#%%\nfrom uarray.core import *\n\n#%%\ns = Scalar(Int(10))\n\n#%%\n@operation\ndef Always(a: T) -> CCallableUnary[T, CContent]:\n ...\n\n\n#%%\nr"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ad467fa9905c0ca84ad3c1dc298047956f35818
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2013-2020 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import * class PyBlack(PythonPackage): """Black is the uncompromising Python code formatter. By using it, you agree to cede control over minutiae of hand-formatting. In return, Black gives you speed, determinism, and freedom from pycodestyle nagging about formatting. """ homepage = "https://github.com/psf/black" url = "https://pypi.io/packages/source/b/black/black-20.8b1.tar.gz" version('20.8b1', sha256='1c02557aa099101b9d21496f8a914e9ed2222ef70336404eeeac8edba836fbea') version('19.3b0', sha256='68950ffd4d9169716bcb8719a56c07a2f4485354fec061cdd5910aa07369731c') version('18.9b0', sha256='e030a9a28f542debc08acceb273f228ac422798e5215ba2a791a6ddeaaca22a5') variant('d', default=False, description='enable blackd HTTP server') depends_on('python@3.6.0:') # Needs setuptools at runtime so that `import pkg_resources` succeeds # See #8843 and #8689 for examples of setuptools added as a runtime dep depends_on('py-setuptools', type=('build', 'run')) # Translated from black's setup.py: # https://github.com/ambv/black/blob/master/setup.py depends_on('py-click@6.5:', type=('build', 'run')) depends_on('py-click@7.1.2:', when='@20.8b1:', type=('build', 'run')) depends_on('py-attrs@18.1.0:', when='@:20.8b0', type=('build', 'run')) depends_on('py-appdirs', type=('build', 'run')) depends_on('py-toml@0.9.4:', type=('build', 'run')) depends_on('py-toml@0.10.1:', when='@20.8b1:', type=('build', 'run') depends_on('py-typed-ast@1.4.0:', when='@19.10b0:', type=('build', 'run')) depends_on('py-regex@2020.1.8:', when='@20.8b0:', type=('build', 'run')) depends_on('py-pathspec@0.6:0.999', when='@19.10b0:', type=('build', 'run')) depends_on('py-dataclasses@0.6:', when='@20.8b0:^python@:3.6', type=('build', 'run')) depends_on('py-typing-extensions@3.7.4:', when='@20.8b0:', type=('build', 'run')) depends_on('py-mypy-extensions@0.4.3:', when='@20.8b0:', type=('build', 'run')) depends_on('py-aiohttp@3.3.2:', when='+d', type=('build', 'run')) depends_on('py-aiohttp-cors', when='+d', type=('build', 'run')) @property def import_modules(self): modules = ['blib2to3', 'blib2to3.pgen2', 'black'] if '+d' in self.spec: modules.append('blackd') return modules
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 10 • Unclosed '(' at line 35 - expected ')' • SyntaxError: '(' was never closed at line 35 Fixes: • Add closing quote at line 10 • Add closing ')' bracket • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 2,539
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2013-2020 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack import *\n\n\nclass PyBlack(PythonPackage):\n \"\"\"Black is the uncompromising Python code formatter. By using it, you agree to\n cede control over minutiae of hand-formatting. In return, Black gives you\n speed, determinism, and freedom from pycodestyle nagging about formatting.\n \"\"\"\n\n homepage = \"https://github.com/psf/black\"\n url = \"https://pypi.io/packages/source/b/black/black-20.8b1.tar.gz\"\n\n version('20.8b1', sha256='1c02557aa099101b9d21496f8a914e9ed2222ef70336404eeeac8edba836fbea')\n version('19.3b0', sha256='68950ffd4d9169716bcb8719a56c07a2f4485354fec061cdd5910aa07369731c')\n version('18.9b0', sha256='e030a9a28f542debc08acceb273f228ac422798e5215ba2a791a6ddeaaca22a5')\n\n variant('d', default=False, description='enable blackd HTTP server')\n\n depends_on('python@3.6.0:')\n # Needs setuptools at runtime so that `import pkg_resources` succeeds\n # See #8843 and #8689 for examples of setuptools added as a runtime dep\n depends_on('py-setuptools', type=('build', 'run'))\n # Translated from black's setup.py:\n # https://github.com/ambv/black/blob/master/setup.py\n depends_on('py-click@6.5:', type=('build', 'run'))\n depends_on('py-click@7.1.2:', when='@20.8b1:', type=('build', 'run'))\n depends_on('py-attrs@18.1.0:', when='@:20.8b0', type=('build', 'run'))\n depends_on('py-appdirs', type=('build', 'run'))\n depends_on('py-toml@0.9.4:', type=('build', 'run'))\n depends_on('py-toml@0.10.1:', when='@20.8b1:', type=('build', 'run')\n depends_on('py-typed-ast@1.4.0:', when='@19.10b0:', type=('build', 'run'))\n depends_on('py-regex@2020.1.8:', when='@20.8b0:', type=('build', 'run'))\n depends_on('py-pathspec@0.6:0.999', when='@19.10b0:', type=('build', 'run'))\n depends_on('py-dataclasses@0.6:', when='@20.8b0:^python@:3.6', type=('build', 'run'))\n depends_on('py-typing-extensions@3.7.4:', when='@20.8b0:', type=('build', 'run'))\n depends_on('py-mypy-extensions@0.4.3:', when='@20.8b0:', type=('build', 'run'))\n depends_on('py-aiohttp@3.3.2:', when='+d', type=('build', 'run'))\n depends_on('py-aiohttp-cors', when='+d', type=('build', 'run'))\n\n @property\n def import_modules(self):\n modules = ['blib2to3', 'blib2to3.pgen2', 'black']\n\n if '+d' in self.spec:\n modules.append('blackd')\n\n return modules"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 10\n \u2022 Unclosed '(' at line 35 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 35\n\n Fixes:\n \u2022 Add closing quote at line 10\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6ad4fd638f3c8440ee1f4046774d447aac8466fb
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # @Author: Manuel Rodriguez <valle> # @Date: 27-Aug-2017 # @Email: valle.mrv@gmail.com # @Filename: admin_extras.py # @Last modified by: valle # @Last modified time: 02-Feb-2018 # @License: Apache license vesion 2.0 from django import template from django.db.models import Q def get_nombre_cliente(f): return f.get_nombre_cliente() @register.filter(name='enviado') def enviado(f): return "No" if not f.enviado else "Si" @register.filter(name='get_user') def get_user(f): return f.get_user() @register.filter(name='get_ns_imei') def get_ns_imei(f): return f.get_ns_imei() @register.filter(name='get_producto_pk') def get_producto_pk(f): return f.get_producto_pk() @register.filter(name='addcss') def addcss(field, css): return field.as_widget(attrs={"class":css}) @register.filter(name='reparacion') def reparacion(p): try: pres = Presupuesto.objects.filter(producto__pk=p.id)[0] return pres.notas_cliente except: return "" @register.filter(name='num_pres') def num_pres(p): try: pres = Presupuesto.objects.filter(producto__pk=p.id)[0] return pres.pk except: return -1 @register.filter(name='precio_venta') def precio_venta(p): precio = 0 if p.precio_venta == None else p.precio_venta return "{0:.2f} €".format(precio) @register.filter(name='precio_usado') def precio_usado(p): return "{0:.2f} €".format(p.modelo.precio_usado * p.tipo.incremento) @register.filter(name='document_show') def document_show(p): compras = Compras.objects.filter(producto__id=p.pk) if len(compras) > 0: compra = compras[0] else: compra = Compras() return p.estado in ["ST", "VD", "OL", "VT"] @register.filter(name='document_href') def document_href(p): if p.estado in ["ST", "VT", "OL"]: return reverse("get_document_by_id", args=[p.pk]) elif p.estado in ["RP", "OK", "PD"]: return reverse("get_presupuesto_pdf", args=[p.pk]) elif p.estado == "VD": return reverse("get_all_document", args=[p.pk]) else: return "#" @register.filter(name='have_sign') def have_sign(p): compras = Compras.objects.filter(producto__id=p.pk) compra = Compras() if len(compras) > 0: compra = compras[0] return p.estado in ["ST", "VD", "OL", "VT"] and compra.firma == "" @register.filter(name='editable') def editable(p): return p.estado in ["ST", "OL", "VT"] @register.simple_tag(name='get_estado_value') def get_estado_value(test_id, p_id, estado): testeos = Testeo.objects.filter(Q(descripcion__pk=test_id) & Q(producto__pk=p_id)) send = "" if len(testeos) > 0 and testeos[0].estado == estado: send = "selected" return send @register.filter(name='addattrs') ... [5 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 108: ... [5 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 57 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 70 Unexpected indentation at line 76 Unexpected indentation at line 78 Unexpected indentation at line 80 Unexpected indentation at line 86 Unexpected indentation at line 87 Unexpected indentation at line 89 Unexpected indentation at line 99 Unexpected indentation at line 100 Unexpected indentation at line 101 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 15
| 0
| 2,879
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# @Author: Manuel Rodriguez <valle>\n# @Date: 27-Aug-2017\n# @Email: valle.mrv@gmail.com\n# @Filename: admin_extras.py\n# @Last modified by: valle\n# @Last modified time: 02-Feb-2018\n# @License: Apache license vesion 2.0\n\nfrom django import template\nfrom django.db.models import Q\ndef get_nombre_cliente(f):\n return f.get_nombre_cliente()\n\n@register.filter(name='enviado')\ndef enviado(f):\n return \"No\" if not f.enviado else \"Si\"\n\n\n@register.filter(name='get_user')\ndef get_user(f):\n return f.get_user()\n\n@register.filter(name='get_ns_imei')\ndef get_ns_imei(f):\n return f.get_ns_imei()\n\n@register.filter(name='get_producto_pk')\ndef get_producto_pk(f):\n return f.get_producto_pk()\n\n\n@register.filter(name='addcss')\ndef addcss(field, css):\n return field.as_widget(attrs={\"class\":css})\n\n@register.filter(name='reparacion')\ndef reparacion(p):\n try:\n pres = Presupuesto.objects.filter(producto__pk=p.id)[0]\n return pres.notas_cliente\n except:\n return \"\"\n\n@register.filter(name='num_pres')\ndef num_pres(p):\n try:\n pres = Presupuesto.objects.filter(producto__pk=p.id)[0]\n return pres.pk\n except:\n return -1\n\n@register.filter(name='precio_venta')\ndef precio_venta(p):\n precio = 0 if p.precio_venta == None else p.precio_venta\n return \"{0:.2f} \u20ac\".format(precio)\n\n@register.filter(name='precio_usado')\ndef precio_usado(p):\n return \"{0:.2f} \u20ac\".format(p.modelo.precio_usado * p.tipo.incremento)\n\n@register.filter(name='document_show')\ndef document_show(p):\n compras = Compras.objects.filter(producto__id=p.pk)\n if len(compras) > 0:\n compra = compras[0]\n else:\n compra = Compras()\n return p.estado in [\"ST\", \"VD\", \"OL\", \"VT\"]\n\n@register.filter(name='document_href')\ndef document_href(p):\n if p.estado in [\"ST\", \"VT\", \"OL\"]:\n return reverse(\"get_document_by_id\", args=[p.pk])\n elif p.estado in [\"RP\", \"OK\", \"PD\"]:\n return reverse(\"get_presupuesto_pdf\", args=[p.pk])\n elif p.estado == \"VD\":\n return reverse(\"get_all_document\", args=[p.pk])\n else:\n return \"#\"\n\n@register.filter(name='have_sign')\ndef have_sign(p):\n compras = Compras.objects.filter(producto__id=p.pk)\n compra = Compras()\n if len(compras) > 0:\n compra = compras[0]\n return p.estado in [\"ST\", \"VD\", \"OL\", \"VT\"] and compra.firma == \"\"\n\n@register.filter(name='editable')\ndef editable(p):\n return p.estado in [\"ST\", \"OL\", \"VT\"]\n\n\n@register.simple_tag(name='get_estado_value')\ndef get_estado_value(test_id, p_id, estado):\n testeos = Testeo.objects.filter(Q(descripcion__pk=test_id) &\n Q(producto__pk=p_id))\n send = \"\"\n if len(testeos) > 0 and testeos[0].estado == estado:\n send = \"selected\"\n\n return send\n\n@register.filter(name='addattrs')\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 108: ... [5 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 57\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 70\n Unexpected indentation at line 76\n Unexpected indentation at line 78\n Unexpected indentation at line 80\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n Unexpected indentation at line 89\n Unexpected indentation at line 99\n Unexpected indentation at line 100\n Unexpected indentation at line 101\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
6ad54c23aea43b34f6b32a39f371e9919e5e2f64
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # Aesara tutorial # Solution to Exercise in section 'Using the GPU' # 1. Raw results # Complete this line import numpy as np import aesara import aesara.tensor as tt
|
The missing line is:
|
beginner
|
general
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 173
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# Aesara tutorial\n# Solution to Exercise in section 'Using the GPU'\n\n\n# 1. Raw results\n # Complete this line\n\nimport numpy as np\n\nimport aesara\nimport aesara.tensor as tt"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
6ad59b00bcc766f57088e62e448110d102b95431
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: def translate_bbox(bbox, y_offset=0, x_offset=0): """Translate bounding boxes. This method is mainly used together with image transforms, such as padding and cropping, which translates the left top point of the image from coordinate :math:`(0, 0)` to coordinate :math:`(y, x) = (y_{offset}, x_{offset})`. The bounding boxes are expected to be packed into a two dimensional tensor of shape :math:`(R, 4)`, where :math:`R` is the number of bounding boxes in the image. The second axis represents attributes of the bounding box. They are :math:`(y_{min}, x_{min}, y_{max}, x_{max})`, where the four attributes are coordinates of the top left and the bottom right vertices. Args: bbox (~numpy.ndarray): Bounding boxes to be transformed. The shape is :math:`(R, 4)`. :math:`R` is the number of bounding boxes. y_offset (int or float): The offset along y axis. x_offset (int or float): The offset along x axis. Returns: ~numpy.ndarray: Bounding boxes translated according to the given offsets. """ out_bbox = bbox.copy() out_bbox[:, :2] += (y_offset, x_offset) out_bbox[:, 2:] += (y_offset, x_offset) return out_bbox
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Code Review: ❌ Critical issues: Unterminated string literal at line 2 ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 29 Unexpected indentation at line 30 ✨ Improvements: Add closing quote at line 2
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intermediate
|
database
|
code_review
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Pythoncode:Python
| 1
| 0
| 1,242
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ndef translate_bbox(bbox, y_offset=0, x_offset=0):\n \"\"\"Translate bounding boxes.\n\n This method is mainly used together with image transforms, such as padding\n and cropping, which translates the left top point of the image from\n coordinate :math:`(0, 0)` to coordinate\n :math:`(y, x) = (y_{offset}, x_{offset})`.\n\n The bounding boxes are expected to be packed into a two dimensional\n tensor of shape :math:`(R, 4)`, where :math:`R` is the number of\n bounding boxes in the image. The second axis represents attributes of\n the bounding box. They are :math:`(y_{min}, x_{min}, y_{max}, x_{max})`,\n where the four attributes are coordinates of the top left and the\n bottom right vertices.\n\n Args:\n bbox (~numpy.ndarray): Bounding boxes to be transformed. The shape is\n :math:`(R, 4)`. :math:`R` is the number of bounding boxes.\n y_offset (int or float): The offset along y axis.\n x_offset (int or float): The offset along x axis.\n\n Returns:\n ~numpy.ndarray:\n Bounding boxes translated according to the given offsets.\n\n \"\"\"\n\n out_bbox = bbox.copy()\n out_bbox[:, :2] += (y_offset, x_offset)\n out_bbox[:, 2:] += (y_offset, x_offset)\n\n return out_bbox"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 2\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n\n\u2728 Improvements:\n Add closing quote at line 2"}]
| false
| null | null | null |
6ad5dcf7e9f96dc2d1c33142dc858481b208540e
|
TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import os from configparser import ConfigParser from helper.helper_web import get_browser def before_all(context): config = ConfigParser() print((os.path.join(os.getcwd(), 'setup.cfg'))) my_file = (os.path.join(os.getcwd(), 'setup.cfg')) config.read(my_file) # Reading the browser type from the configuration file helper_func = get_browser(config.get('Environment', 'Browser')) context.helperfunc = helper_func def after_all(context): context.helperfunc.close()
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 💡 Suggestions: Add docstring to function 'before_all' Remove debug print() at line 8 before production
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intermediate
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data_processing
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debugging
|
Pythoncode:Python
| 2
| 0
| 504
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nfrom configparser import ConfigParser\nfrom helper.helper_web import get_browser\n\n\ndef before_all(context):\n config = ConfigParser()\n print((os.path.join(os.getcwd(), 'setup.cfg')))\n my_file = (os.path.join(os.getcwd(), 'setup.cfg'))\n config.read(my_file)\n \n # Reading the browser type from the configuration file\n helper_func = get_browser(config.get('Environment', 'Browser'))\n context.helperfunc = helper_func\n \n \ndef after_all(context):\n context.helperfunc.close()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'before_all'\n Remove debug print() at line 8 before production"}]
| false
| null | null | null |
6ad9fa52c59620d080c895b1dcbcc37ef6f3e407
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from pathlib import Path from tkinter import Frame, Label from recipe_organizer.events.event import Event, EventType from recipe_organizer.events.event_observer import EventObserver from recipe_organizer.events.event_publisher import EventPublisher from recipe_organizer.gui.interfaces.widget_container import WidgetContainer from recipe_organizer.gui.recipe_summary.recipe_summary import RecipeSummary from recipe_organizer.recipe.recipe import Recipe class RecipeSource(Frame, WidgetContainer, EventObserver): _MAX_COLUMN_COUNT = 6 _label_source_directory: Label _recipe_summaries: [RecipeSummary] = [] _row_index = 0 def __init__(self, parent): Frame.__init__(self, parent) self.define_widgets() self.define_layout() EventPublisher.add(self) def define_widgets(self) -> None: self._label_source_directory = Label(self, text="-") def define_layout(self) -> None: self._label_source_directory.grid(row=self.__get_row_index()) def notify(self, event: Event) -> None: if event.event_type == EventType.SOURCE_SET: self._label_source_directory.configure(text=event.payload.name) self.__load_recipes(event.payload) def __get_row_index(self) -> int: current_index = self._row_index self._row_index += 1 def __load_recipes(self, directory: Path): recipes: [Recipe] = [] file_paths = directory.glob("**/*.json") for file_path in file_paths: with open(file_path, "r", encoding="utf-8") as file: json_data = file.read() try: recipe = Recipe.from_json(json_data) except KeyError: pass else: recipes.append(recipe) self.__create_list(recipes) def __create_list(self, recipes: [Recipe]): current_row_index = self.__get_row_index() for index, recipe in enumerate(recipes): if index % self._MAX_COLUMN_COUNT == 0: current_row_index = self.__get_row_index() recipe_summary = RecipeSummary(self, recipe) recipe_summary.grid(row=current_row_index, column=index % self._MAX_COLUMN_COUNT, padx=16, pady=10) self.columnconfigure(index, minsize=200) self._recipe_summaries.append(recipe_summary) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 7
| 1
| 2,393
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom pathlib import Path\nfrom tkinter import Frame, Label\n\nfrom recipe_organizer.events.event import Event, EventType\nfrom recipe_organizer.events.event_observer import EventObserver\nfrom recipe_organizer.events.event_publisher import EventPublisher\nfrom recipe_organizer.gui.interfaces.widget_container import WidgetContainer\nfrom recipe_organizer.gui.recipe_summary.recipe_summary import RecipeSummary\nfrom recipe_organizer.recipe.recipe import Recipe\n\n\nclass RecipeSource(Frame, WidgetContainer, EventObserver):\n _MAX_COLUMN_COUNT = 6\n\n _label_source_directory: Label\n _recipe_summaries: [RecipeSummary] = []\n\n _row_index = 0\n\n def __init__(self, parent):\n Frame.__init__(self, parent)\n\n self.define_widgets()\n self.define_layout()\n\n EventPublisher.add(self)\n\n def define_widgets(self) -> None:\n self._label_source_directory = Label(self, text=\"-\")\n\n def define_layout(self) -> None:\n self._label_source_directory.grid(row=self.__get_row_index())\n\n def notify(self, event: Event) -> None:\n if event.event_type == EventType.SOURCE_SET:\n self._label_source_directory.configure(text=event.payload.name)\n self.__load_recipes(event.payload)\n\n def __get_row_index(self) -> int:\n current_index = self._row_index\n self._row_index += 1\n\n def __load_recipes(self, directory: Path):\n recipes: [Recipe] = []\n file_paths = directory.glob(\"**/*.json\")\n for file_path in file_paths:\n with open(file_path, \"r\", encoding=\"utf-8\") as file:\n json_data = file.read()\n try:\n recipe = Recipe.from_json(json_data)\n except KeyError:\n pass\n else:\n recipes.append(recipe)\n\n self.__create_list(recipes)\n\n def __create_list(self, recipes: [Recipe]):\n current_row_index = self.__get_row_index()\n\n for index, recipe in enumerate(recipes):\n if index % self._MAX_COLUMN_COUNT == 0:\n current_row_index = self.__get_row_index()\n\n recipe_summary = RecipeSummary(self, recipe)\n recipe_summary.grid(row=current_row_index, column=index % self._MAX_COLUMN_COUNT, padx=16, pady=10)\n self.columnconfigure(index, minsize=200)\n\n self._recipe_summaries.append(recipe_summary)\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
6ada8f8c31036f868e794a58c29dd691ac89f964
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright 2013-2020 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import * class Spot(AutotoolsPackage): """Spot is a C++11 library for omega-automata manipulation and model checking.""" homepage = "https://spot.lrde.epita.fr/" url = "http://www.lrde.epita.fr/dload/spot/spot-1.99.3.tar.gz" version('1.99.3', sha256='86964af559994af4451a8dca663a9e1db6e869ed60e747ab60ce72dddc31b61b') version('1.2.6', sha256='360678c75f6741f697e8e56cdbc9937f104eb723a839c3629f0dc5dc6de11bfc') variant('python', default=True, description='Enable python API') depends_on("python@3.3:", when='@1.99.5: +python') depends_on("python@3.2:", when='@1.99: +python') depends_on("python@2:", when='+python') depends_on('boost', when='@:1.2.6')
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 917
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2013-2020 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack import *\n\n\nclass Spot(AutotoolsPackage):\n \"\"\"Spot is a C++11 library for omega-automata manipulation and model\n checking.\"\"\"\n homepage = \"https://spot.lrde.epita.fr/\"\n url = \"http://www.lrde.epita.fr/dload/spot/spot-1.99.3.tar.gz\"\n\n version('1.99.3', sha256='86964af559994af4451a8dca663a9e1db6e869ed60e747ab60ce72dddc31b61b')\n version('1.2.6', sha256='360678c75f6741f697e8e56cdbc9937f104eb723a839c3629f0dc5dc6de11bfc')\n\n variant('python', default=True, description='Enable python API')\n\n depends_on(\"python@3.3:\", when='@1.99.5: +python')\n depends_on(\"python@3.2:\", when='@1.99: +python')\n depends_on(\"python@2:\", when='+python')\n depends_on('boost', when='@:1.2.6')"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6ada8fe0ced127e4eb158cbef0bc674aa2bd2da2
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # ________ # / # \ / # \ / # \/ import random import textwrap import emd_mean import AdvEMDpy import emd_basis import emd_utils import numpy as np import pandas as pd import cvxpy as cvx import seaborn as sns import matplotlib.pyplot as plt from scipy.integrate import odeint from scipy.ndimage import gaussian_filter from emd_utils import time_extension, Utility from scipy.interpolate import CubicSpline from emd_hilbert import Hilbert, hilbert_spectrum from emd_preprocess import Preprocess from emd_mean import Fluctuation from AdvEMDpy import EMD # alternate packages from PyEMD import EMD as pyemd0215 import emd as emd040 ... [1 more functiondefs truncated ... Error: SyntaxError: unmatched brackets
|
Fixed Code: # ________ # / # \ / # \ / # \/ import random import textwrap import emd_mean import AdvEMDpy import emd_basis import emd_utils import numpy as np import pandas as pd import cvxpy as cvx import seaborn as sns import matplotlib.pyplot as plt from scipy.integrate import odeint from scipy.ndimage import gaussian_filter Explanation: Add missing ']' bracket at line 33
|
intermediate
|
data_processing
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error_fixing
|
Pythoncode:Python
| 0
| 0
| 716
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\n# ________\n# /\n# \\ /\n# \\ /\n# \\/\n\nimport random\nimport textwrap\nimport emd_mean\nimport AdvEMDpy\nimport emd_basis\nimport emd_utils\nimport numpy as np\nimport pandas as pd\nimport cvxpy as cvx\nimport seaborn as sns\nimport matplotlib.pyplot as plt\nfrom scipy.integrate import odeint\nfrom scipy.ndimage import gaussian_filter\nfrom emd_utils import time_extension, Utility\nfrom scipy.interpolate import CubicSpline\nfrom emd_hilbert import Hilbert, hilbert_spectrum\nfrom emd_preprocess import Preprocess\nfrom emd_mean import Fluctuation\nfrom AdvEMDpy import EMD\n\n# alternate packages\nfrom PyEMD import EMD as pyemd0215\nimport emd as emd040\n\n\n ... [1 more functiondefs truncated ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\n# ________\n# /\n# \\ /\n# \\ /\n# \\/\n\nimport random\nimport textwrap\nimport emd_mean\nimport AdvEMDpy\nimport emd_basis\nimport emd_utils\nimport numpy as np\nimport pandas as pd\nimport cvxpy as cvx\nimport seaborn as sns\nimport matplotlib.pyplot as plt\nfrom scipy.integrate import odeint\nfrom scipy.ndimage import gaussian_filter\n\n Explanation: Add missing ']' bracket at line 33"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6adc3f2423ac6cf2c778f44e1751ae2e595e05f5
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import argparse import logging import torch import torch.nn.functional as F import numpy as np from torch import nn from torch.autograd import Variable from transformers import GPT2Config from transformers import GPT2LMHeadModel, GPT2Tokenizer, BertTokenizer from DataLoader import * from Model import BERTGen from utils import sample_sequence import torch.optim as optim import math import sys import pandas import os
|
import numpy import nltk from torch.utils.tensorboard import SummaryWriter import warnings from tqdm import tqdm, trange from torch.utils.data import RandomSampler, SequentialSampler from torch.utils.data import DataLoader as DL import torch from torch.utils.data.distributed import DistributedSampler ... [1 more functiondefs truncated] ...
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 769
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport argparse\nimport logging\nimport torch\nimport torch.nn.functional as F\nimport numpy as np\nfrom torch import nn\nfrom torch.autograd import Variable\nfrom transformers import GPT2Config\nfrom transformers import GPT2LMHeadModel, GPT2Tokenizer, BertTokenizer\nfrom DataLoader import *\nfrom Model import BERTGen\nfrom utils import sample_sequence\nimport torch.optim as optim\nimport math\nimport sys\nimport pandas\nimport os"}, {"role": "assistant", "content": "\nimport numpy\nimport nltk\nfrom torch.utils.tensorboard import SummaryWriter\nimport warnings\nfrom tqdm import tqdm, trange\nfrom torch.utils.data import RandomSampler, SequentialSampler\nfrom torch.utils.data import DataLoader as DL\nimport torch\nfrom torch.utils.data.distributed import DistributedSampler\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
6adce2d4edcce50b7803e777bec26f0e2dbe1ef5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2019 Atalaya Tech, 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. imp
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 579
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2019 Atalaya Tech, Inc.\n\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n\n# http://www.apache.org/licenses/LICENSE-2.0\n\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimp"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6addc56efc2458ffaaa37a8a1a9d3060123eac26
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Revision ID: 0158_remove_rate_limit_default Revises: 0157_add_rate_limit_to_service Create Date: 2018-01-09 14:33:08.313893 """ import sqlalchemy as sa from alembic import op revision = "0158_remove_rate_limit_default" down_revision = "0157_add_rate_limit_to_service" def upgrade(): op.execute("ALTER TABLE services ALTER rate_limit DROP DEFAULT") op.execute("ALTER TABLE services_history ALTER rate_limit DROP DEFAULT") def downgrade(): op.execute("ALTER TABLE services ALTER rate_limit SET DEFAULT '3000'") op.execute("ALTER TABLE services_history ALTER rate_limit SET DEFAULT '3000'")
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 22 💡 Suggestions: Add closing quote at line 1
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 615
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\n\nRevision ID: 0158_remove_rate_limit_default\nRevises: 0157_add_rate_limit_to_service\nCreate Date: 2018-01-09 14:33:08.313893\n\n\"\"\"\nimport sqlalchemy as sa\nfrom alembic import op\n\nrevision = \"0158_remove_rate_limit_default\"\ndown_revision = \"0157_add_rate_limit_to_service\"\n\n\ndef upgrade():\n op.execute(\"ALTER TABLE services ALTER rate_limit DROP DEFAULT\")\n op.execute(\"ALTER TABLE services_history ALTER rate_limit DROP DEFAULT\")\n\n\ndef downgrade():\n op.execute(\"ALTER TABLE services ALTER rate_limit SET DEFAULT '3000'\")\n op.execute(\"ALTER TABLE services_history ALTER rate_limit SET DEFAULT '3000'\")"}, {"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 17\n Unexpected indentation at line 22\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
6adeb529cfb4e14bdceab8619cd0e9f75dad5fb6
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os import errno from datetime import datetime print("Generating A New Post\n") post_name = input('Input Post Name: ') date_time = datetime.now() date_time_dir = date_time.strftime("%Y-%m-%d") date_time_post = date_time.strftime("%Y-%m-%d %H:%M:%S") p_name = post_name.replace(" ","-") p_name = p_name.replace("[","") p_name = p_name.replace("]","") p_name = p_name.lower() f_name = date_time_dir+"---"+p_name dir = "./src/pages/articles/"+f_name+"/" f_dir = dir+f_name+".md" try: if not(os.path.isdir(dir)): Error: IndentationError / Expected indented block
|
Fixed Code: import os import errno from datetime import datetime print("Generating A New Post\n") post_name = input('Input Post Name: ') date_time = datetime.now() date_time_dir = date_time.strftime("%Y-%m-%d") date_time_post = date_time.strftime("%Y-%m-%d %H:%M:%S") p_name = post_name.replace(" ","-") p_name = p_name.replace("[","") p_name = p_name.replace("]","") p_name = p_name.lower() f_name = date_time_dir+"---"+p_name dir = "./src/pages/articles/"+f_name+"/" f_dir = dir+f_name+".md" Explanation: Add body to If block or use 'pass' statement
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intermediate
|
machine_learning
|
error_fixing
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Pythoncode:Python
| 0
| 0
| 524
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\nimport errno\nfrom datetime import datetime\n\nprint(\"Generating A New Post\\n\")\n\npost_name = input('Input Post Name: ')\n\ndate_time = datetime.now()\ndate_time_dir = date_time.strftime(\"%Y-%m-%d\")\ndate_time_post = date_time.strftime(\"%Y-%m-%d %H:%M:%S\")\n\np_name = post_name.replace(\" \",\"-\")\np_name = p_name.replace(\"[\",\"\")\np_name = p_name.replace(\"]\",\"\")\np_name = p_name.lower()\n\nf_name = date_time_dir+\"---\"+p_name\ndir = \"./src/pages/articles/\"+f_name+\"/\"\nf_dir = dir+f_name+\".md\"\n\ntry:\n if not(os.path.isdir(dir)):\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os\nimport errno\nfrom datetime import datetime\n\nprint(\"Generating A New Post\\n\")\n\npost_name = input('Input Post Name: ')\n\ndate_time = datetime.now()\ndate_time_dir = date_time.strftime(\"%Y-%m-%d\")\ndate_time_post = date_time.strftime(\"%Y-%m-%d %H:%M:%S\")\n\np_name = post_name.replace(\" \",\"-\")\np_name = p_name.replace(\"[\",\"\")\np_name = p_name.replace(\"]\",\"\")\np_name = p_name.lower()\n\nf_name = date_time_dir+\"---\"+p_name\ndir = \"./src/pages/articles/\"+f_name+\"/\"\nf_dir = dir+f_name+\".md\"\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
6adecc40e2158fa98b341e37dfb8d034335bed2b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python # encoding: utf-8 -*- class PseudoSpecies: """ Can be used in place of a :class:`rmg.species.Species` for isomorphism checks. PseudoSpecies('a') is isomorphic with PseudoSpecies('A') but nothing else. """ def __init__(self, label): self.label = label def __repr__(self): return "PseudoSpecies('{0}')".format(self.label) def __str__(self): return self.label def isIsomorphic(self, other): return self.label.lower() == other.label.lower() class TestReactionIsomorphism(unittest.TestCase): """ Contains unit tests of the isomorphism testing of the Reaction class. """ def makeReaction(self,reaction_string): """" Make a Reaction (containing PseudoSpecies) of from a string like 'Ab=CD' """ reactants, products = reaction_string.split('=') reactants = [PseudoSpecies(i) for i in reactants] products = [PseudoSpecies(i) for i in products] return Reaction(reactants=reactants, products=products) def test1to1(self): r1 = self.makeReaction('A=B') self.assertTrue(r1.isIsomorphic(self.makeReaction('a=B'))) self.assertTrue(r1.isIsomorphic(self.makeReaction('b=A'))) self.assertFalse(r1.isIsomorphic(self.makeReaction('B=a'),eitherDirection=False)) self.assertFalse(r1.isIsomorphic(self.makeReaction('A=C'))) self.assertFalse(r1.isIsomorphic(self.makeReaction('A=BB'))) def test1to2(self): r1 = self.makeReaction('A=BC') self.assertTrue(r1.isIsomorphic(self.makeReaction('a=Bc'))) self.assertTrue(r1.isIsomorphic(self.makeReaction('cb=a'))) self.assertTrue(r1.isIsomorphic(self.makeReaction('a=cb'),eitherDirection=False)) self.assertFalse(r1.isIsomorphic(self.makeReaction('bc=a'),eitherDirection=False)) self.assertFalse(r1.isIsomorphic(self.makeReaction('a=c'))) self.assertFalse(r1.isIsomorphic(self.makeReaction('ab=c'))) def test2to2(self): r1 = self.makeReaction('AB=CD') self.assertTrue(r1.isIsomorphic(self.makeReaction('ab=cd'))) self.assertTrue(r1.isIsomorphic(self.makeReaction('ab=dc'),eitherDirection=False)) self.assertTrue(r1.isIsomorphic(self.makeReaction('dc=ba'))) self.assertFalse(r1.isIsomorphic(self.makeReaction('cd=ab'),eitherDirection=False)) self.assertFalse(r1.isIsomorphic(self.makeReaction('ab=ab'))) self.assertFalse(r1.isIsomorphic(self.makeReaction('ab=cde'))) ... [27 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 5 Invalid syntax at line 57: ... [27 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 22 Unexpected indentation at line 23 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 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 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 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 ✨ Improvements: Complete the expression on the last line Add closing quote at line 5 Review syntax near the error location
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advanced
|
testing
|
code_review
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Pythoncode:Python
| 8
| 2
| 2,575
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n# encoding: utf-8 -*-\n\nclass PseudoSpecies:\n \"\"\"\n Can be used in place of a :class:`rmg.species.Species` for isomorphism checks.\n \n PseudoSpecies('a') is isomorphic with PseudoSpecies('A')\n but nothing else.\n \"\"\"\n def __init__(self, label):\n self.label = label\n def __repr__(self):\n return \"PseudoSpecies('{0}')\".format(self.label)\n def __str__(self):\n return self.label\n def isIsomorphic(self, other):\n return self.label.lower() == other.label.lower()\n\nclass TestReactionIsomorphism(unittest.TestCase):\n \"\"\"\n Contains unit tests of the isomorphism testing of the Reaction class.\n \"\"\"\n\n def makeReaction(self,reaction_string):\n \"\"\"\"\n Make a Reaction (containing PseudoSpecies) of from a string like 'Ab=CD'\n \"\"\"\n reactants, products = reaction_string.split('=')\n reactants = [PseudoSpecies(i) for i in reactants]\n products = [PseudoSpecies(i) for i in products]\n return Reaction(reactants=reactants, products=products)\n def test1to1(self):\n r1 = self.makeReaction('A=B')\n self.assertTrue(r1.isIsomorphic(self.makeReaction('a=B')))\n self.assertTrue(r1.isIsomorphic(self.makeReaction('b=A')))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('B=a'),eitherDirection=False))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('A=C')))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('A=BB')))\n def test1to2(self):\n r1 = self.makeReaction('A=BC')\n self.assertTrue(r1.isIsomorphic(self.makeReaction('a=Bc')))\n self.assertTrue(r1.isIsomorphic(self.makeReaction('cb=a')))\n self.assertTrue(r1.isIsomorphic(self.makeReaction('a=cb'),eitherDirection=False))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('bc=a'),eitherDirection=False))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('a=c')))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('ab=c')))\n def test2to2(self):\n r1 = self.makeReaction('AB=CD')\n self.assertTrue(r1.isIsomorphic(self.makeReaction('ab=cd')))\n self.assertTrue(r1.isIsomorphic(self.makeReaction('ab=dc'),eitherDirection=False))\n self.assertTrue(r1.isIsomorphic(self.makeReaction('dc=ba')))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('cd=ab'),eitherDirection=False))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('ab=ab')))\n self.assertFalse(r1.isIsomorphic(self.makeReaction('ab=cde')))\n\n ... [27 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 5\n Invalid syntax at line 57: ... [27 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 22\n Unexpected indentation at line 23\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 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 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 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\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 5\n Review syntax near the error location"}]
| false
| null | null | null |
6ae0041ec06abb5f41acc8d9e0ad54c9727be449
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from django.conf.urls import url, include from core.routers import OptionalTrailingSlashRouter from blog import views as blogViews from snippets import views as snippetsViews from projects import views as projectsViews from tags import views as tagsViews from contents import views as contentsViews from contact import views as contactViews router = OptionalTrailingSlashRouter() router.register(r"blog", blogViews.PostViewSet) router.register(r"snippets", snippetsViews.SnippetViewSet) router.register(r"languages", snippetsViews.ProgrammingLanguageViewSet) router.register(r"projects", projectsViews.ProjectViewSet) router.register(r"tags", tagsViews.TagViewSet) router.register(r"contents", contentsViews.ContentViewSet) router.register(r"contact", contactViews.MessageViewSet) # List or url patterns for the api subdomain urlpatterns = [ url(r"^v2/", include(router.urls)), ]
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 23
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 888
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.conf.urls import url, include\nfrom core.routers import OptionalTrailingSlashRouter\n\nfrom blog import views as blogViews\nfrom snippets import views as snippetsViews\nfrom projects import views as projectsViews\nfrom tags import views as tagsViews\nfrom contents import views as contentsViews\nfrom contact import views as contactViews\n\n\nrouter = OptionalTrailingSlashRouter()\nrouter.register(r\"blog\", blogViews.PostViewSet)\nrouter.register(r\"snippets\", snippetsViews.SnippetViewSet)\nrouter.register(r\"languages\", snippetsViews.ProgrammingLanguageViewSet)\nrouter.register(r\"projects\", projectsViews.ProjectViewSet)\nrouter.register(r\"tags\", tagsViews.TagViewSet)\nrouter.register(r\"contents\", contentsViews.ContentViewSet)\nrouter.register(r\"contact\", contactViews.MessageViewSet)\n\n# List or url patterns for the api subdomain\nurlpatterns = [\n url(r\"^v2/\", include(router.urls)),\n]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 23"}]
| false
| null | null | null |
6ae016a3900fe6ed337451d458c99fc65e3be76f
|
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 |
6ae09675e3f04c208d0aada0fe5dc7452f3a90fa
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import pytest from unittest.mock import patch import rfidsecuritysvc.model.guest as model from rfidsecuritysvc.model.color import Color from rfidsecuritysvc.model.guest import Guest from rfidsecuritysvc.model.sound import Sound from rfidsecuritysvc.exception import SoundNotFoundError def test_Guest(assert_model, default_sound, default_color): assert_model(_model(1, 'first', 'last', default_sound, default_color), Guest(1, 'first', 'last', default_sound, default_color)) @patch('rfidsecuritysvc.model.guest.table') def test_get(table): table.get.return_value = _default().test_to_row() assert model.get(1) == _default() table.get.assert_called_once_with(1) @patch('rfidsecuritysvc.model.guest.table') def test_get_notfound(table): table.get.return_value = None assert model.get(1) is None table.get.assert_called_once_with(1) @patch('rfidsecuritysvc.model.guest.table') def test_list(table): table.list.return_value = [ _default().test_to_row(), _default(2).test_to_row(), ] models = model.list() table.list.assert_called_once() assert models == [_default(), _default(2)] @patch('rfidsecuritysvc.model.guest.table') def test_list_noresults(table): table.list.return_value = [] models = model.list() table.list.assert_called_once() assert models == [] @patch('rfidsecuritysvc.model.guest.sound_model') @patch('rfidsecuritysvc.model.guest.table') def test_create(table, sound, default_sound): sound.get.return_value = default_sound table.create.return_value = None assert model.create('first', 'last', default_sound.id, 0xABCDEF) is None sound.get.assert_called_once_with(default_sound.id) table.create.assert_called_once_with('first', 'last', default_sound.id, 0xABCDEF) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: @patch('rfidsecuritysvc.model.guest.sound_model') @patch('rfidsecuritysvc.model.guest.table') def test_create_SoundNotFoundError(table, sound, default_sound): sound.get.return_value = None
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 9
| 0
| 1,802
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport pytest\nfrom unittest.mock import patch\n\nimport rfidsecuritysvc.model.guest as model\nfrom rfidsecuritysvc.model.color import Color\nfrom rfidsecuritysvc.model.guest import Guest\nfrom rfidsecuritysvc.model.sound import Sound\nfrom rfidsecuritysvc.exception import SoundNotFoundError\n\n\ndef test_Guest(assert_model, default_sound, default_color):\n assert_model(_model(1, 'first', 'last', default_sound, default_color),\n Guest(1, 'first', 'last', default_sound, default_color))\n\n\n@patch('rfidsecuritysvc.model.guest.table')\ndef test_get(table):\n table.get.return_value = _default().test_to_row()\n assert model.get(1) == _default()\n table.get.assert_called_once_with(1)\n\n\n@patch('rfidsecuritysvc.model.guest.table')\ndef test_get_notfound(table):\n table.get.return_value = None\n assert model.get(1) is None\n table.get.assert_called_once_with(1)\n\n\n@patch('rfidsecuritysvc.model.guest.table')\ndef test_list(table):\n table.list.return_value = [\n _default().test_to_row(),\n _default(2).test_to_row(),\n ]\n models = model.list()\n table.list.assert_called_once()\n assert models == [_default(), _default(2)]\n\n\n@patch('rfidsecuritysvc.model.guest.table')\ndef test_list_noresults(table):\n table.list.return_value = []\n models = model.list()\n table.list.assert_called_once()\n assert models == []\n\n\n@patch('rfidsecuritysvc.model.guest.sound_model')\n@patch('rfidsecuritysvc.model.guest.table')\ndef test_create(table, sound, default_sound):\n sound.get.return_value = default_sound\n table.create.return_value = None\n assert model.create('first', 'last', default_sound.id, 0xABCDEF) is None\n sound.get.assert_called_once_with(default_sound.id)\n table.create.assert_called_once_with('first', 'last', default_sound.id, 0xABCDEF)\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n@patch('rfidsecuritysvc.model.guest.sound_model')\n@patch('rfidsecuritysvc.model.guest.table')\ndef test_create_SoundNotFoundError(table, sound, default_sound):\n sound.get.return_value = None"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6ae0b2e5802c9a882bad8e33b9afb8e9564c00ff
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # encoding: utf-8 import os import roms def console_roms_directory(configuration, console): """ If the user has specified a custom ROMs directory in consoles.txt then return that. Otherwise, append the shortname of the console to the default ROMs directory given by config.txt. """ if console.custom_roms_directory: return console.custom_roms_directory return os.path.join(roms.roms_directory(configuration), console.shortname) def path_is_rom(console, path): """ This function determines if a given path is actually a valid ROM file. If a list of extensions is supplied for this console, we check if the path has a valid extension If no extensions are defined for this console, we just accept any file """ if console.extensions == "": return True # Normalize the extension based on the things we validly ignore. # Aka capitalization, whitespace, and leading dots normalize = lambda ext: ext.lower().strip().lstrip('.') (name, ext) = os.path.splitext(path) valid_extensions = console.extensions.split(',') return normalize(ext) in map(normalize, valid_extensions)
|
Functions: console_roms_directory, path_is_rom This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,119
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# encoding: utf-8\n\nimport os\n\nimport roms\n\ndef console_roms_directory(configuration, console):\n \"\"\"\n If the user has specified a custom ROMs directory in consoles.txt then\n return that.\n\n Otherwise, append the shortname of the console to the default ROMs\n directory given by config.txt.\n \"\"\"\n if console.custom_roms_directory:\n return console.custom_roms_directory\n return os.path.join(roms.roms_directory(configuration), console.shortname)\n\ndef path_is_rom(console, path):\n \"\"\"\n This function determines if a given path is actually a valid ROM file.\n If a list of extensions is supplied for this console, we check if the path has a valid extension\n If no extensions are defined for this console, we just accept any file\n \"\"\"\n if console.extensions == \"\":\n return True\n\n # Normalize the extension based on the things we validly ignore.\n # Aka capitalization, whitespace, and leading dots\n normalize = lambda ext: ext.lower().strip().lstrip('.')\n\n (name, ext) = os.path.splitext(path)\n valid_extensions = console.extensions.split(',')\n return normalize(ext) in map(normalize, valid_extensions)"}, {"role": "assistant", "content": " Functions: console_roms_directory, path_is_rom\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6ae26b063b0fbd07c2ce06161f218674d84af1d4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #! -*- coding:utf-8 -*- # CLUE评测 # c3多项选择阅读理解 # 思路：每个选项分别与问题、篇章拼接后打分排序 import json import numpy as np from snippets import * from bert4keras.backend import keras from bert4keras.snippets import sequence_padding, DataGenerator from bert4keras.snippets import open from bert4keras.snippets import truncate_sequences from tqdm import tqdm # 基本参数 def load_data(filename): """加载数据 格式：[(篇章, 问题, 选项, 答案id)] """ D = [] with open(filename) as f: data = json.load(f) for d in data: p = u'||'.join(d[0]) for qa in d[1]: q = qa['question'] while len(qa['choice']) < num_classes: qa['choice'].append(u'无效答案') c = qa['choice'][:num_classes] if 'answer' in qa: a = qa['choice'].index(qa['answer']) else: a = 0 D.append((p, q, c, a)) return D # 加载数据集 train_data = load_data(data_path + 'c3/m-train.json') train_data += load_data(data_path + 'c3/d-train.json') valid_data = load_data(data_path + 'c3/m-dev.json') valid_data += load_data(data_path + 'c3/d-dev.json') class data_generator(DataGenerator): """数据生成器 """ def __iter__(self, random=False): batch_token_ids, batch_segment_ids, batch_labels = [], [], [] for is_end, (p, q, cs, a) in self.sample(random): # Complete this line p_ids = tokenizer.encode(p)[0] q_ids = tokenizer.encode(q)[0][1:] c_ids = tokenizer.encode(c)[0][1:] truncate_sequences(maxlen, -2, c_ids, q_ids, p_ids) token_ids = p_ids + q_ids + c_ids batch_token_ids.append(token_ids) batch_segment_ids.append([0] * len(token_ids)) batch_labels.append([a]) if len(batch_token_ids) == self.batch_size * num_classes or is_end: batch_token_ids = sequence_padding(batch_token_ids) batch_segment_ids = sequence_padding(batch_segment_ids) batch_labels = sequence_padding(batch_labels) yield [batch_token_ids, batch_segment_ids], batch_labels batch_token_ids, batch_segment_ids, batch_labels = [], [], [] # 转换数据集 train_generator = data_generator(train_data, batch_size) valid_generator = data_generator(valid_data, batch_size) def multichoice_crossentropy(y_true, y_pred): """多项选择的交叉熵 """ y_true = K.cast(y_true, 'int32')[::num_classes] y_pred = K.reshape(y_pred, (-1, num_classes)) return K.mean( K.sparse_categorical_crossentropy(y_true, y_pred, from_logits=True) ) ... [6 more functiondefs truncated] ...
|
The missing line is: for c in cs:
|
advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 2,726
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#! -*- coding:utf-8 -*-\n# CLUE\u8bc4\u6d4b\n# c3\u591a\u9879\u9009\u62e9\u9605\u8bfb\u7406\u89e3\n# \u601d\u8def\uff1a\u6bcf\u4e2a\u9009\u9879\u5206\u522b\u4e0e\u95ee\u9898\u3001\u7bc7\u7ae0\u62fc\u63a5\u540e\u6253\u5206\u6392\u5e8f\n\nimport json\nimport numpy as np\nfrom snippets import *\nfrom bert4keras.backend import keras\nfrom bert4keras.snippets import sequence_padding, DataGenerator\nfrom bert4keras.snippets import open\nfrom bert4keras.snippets import truncate_sequences\nfrom tqdm import tqdm\n\n# \u57fa\u672c\u53c2\u6570\ndef load_data(filename):\n \"\"\"\u52a0\u8f7d\u6570\u636e\n \u683c\u5f0f\uff1a[(\u7bc7\u7ae0, \u95ee\u9898, \u9009\u9879, \u7b54\u6848id)]\n \"\"\"\n D = []\n with open(filename) as f:\n data = json.load(f)\n for d in data:\n p = u'||'.join(d[0])\n for qa in d[1]:\n q = qa['question']\n while len(qa['choice']) < num_classes:\n qa['choice'].append(u'\u65e0\u6548\u7b54\u6848')\n c = qa['choice'][:num_classes]\n if 'answer' in qa:\n a = qa['choice'].index(qa['answer'])\n else:\n a = 0\n D.append((p, q, c, a))\n return D\n\n\n# \u52a0\u8f7d\u6570\u636e\u96c6\ntrain_data = load_data(data_path + 'c3/m-train.json')\ntrain_data += load_data(data_path + 'c3/d-train.json')\nvalid_data = load_data(data_path + 'c3/m-dev.json')\nvalid_data += load_data(data_path + 'c3/d-dev.json')\n\n\nclass data_generator(DataGenerator):\n \"\"\"\u6570\u636e\u751f\u6210\u5668\n \"\"\"\n def __iter__(self, random=False):\n batch_token_ids, batch_segment_ids, batch_labels = [], [], []\n for is_end, (p, q, cs, a) in self.sample(random):\n # Complete this line\n p_ids = tokenizer.encode(p)[0]\n q_ids = tokenizer.encode(q)[0][1:]\n c_ids = tokenizer.encode(c)[0][1:]\n truncate_sequences(maxlen, -2, c_ids, q_ids, p_ids)\n token_ids = p_ids + q_ids + c_ids\n batch_token_ids.append(token_ids)\n batch_segment_ids.append([0] * len(token_ids))\n batch_labels.append([a])\n if len(batch_token_ids) == self.batch_size * num_classes or is_end:\n batch_token_ids = sequence_padding(batch_token_ids)\n batch_segment_ids = sequence_padding(batch_segment_ids)\n batch_labels = sequence_padding(batch_labels)\n yield [batch_token_ids, batch_segment_ids], batch_labels\n batch_token_ids, batch_segment_ids, batch_labels = [], [], []\n\n\n# \u8f6c\u6362\u6570\u636e\u96c6\ntrain_generator = data_generator(train_data, batch_size)\nvalid_generator = data_generator(valid_data, batch_size)\n\n\ndef multichoice_crossentropy(y_true, y_pred):\n \"\"\"\u591a\u9879\u9009\u62e9\u7684\u4ea4\u53c9\u71b5\n \"\"\"\n y_true = K.cast(y_true, 'int32')[::num_classes]\n y_pred = K.reshape(y_pred, (-1, num_classes))\n return K.mean(\n K.sparse_categorical_crossentropy(y_true, y_pred, from_logits=True)\n )\n\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n for c in cs:"}]
| false
| null | null | null |
6ae285af81cb46f32301f55fbf5e2dcaee2e26e6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2018 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. from benchmarks import smoothness,thread_times import page_sets from telemetry import benchmark # pylint: disable=protected-access def CustomizeBrowserOptionsForOopRasterization(options): """Enables flags needed for out of process rasterization.""" options.AppendExtraBrowserArgs('--force-gpu-rasterization') options.AppendExtraBrowserArgs('--enable-oop-rasterization') @benchmark.Owner(emails=['enne@chromium.org']) class SmoothnessOopRasterizationTop25(smoothness._Smoothness): """Measures rendering statistics for the top 25 with oop rasterization. """ tag = 'oop_rasterization' page_set = page_sets.Top25SmoothPageSet def SetExtraBrowserOptions(self, options): CustomizeBrowserOptionsForOopRasterization(options) @classmethod def Name(cls): return 'smoothness.oop_rasterization.top_25_smooth' @benchmark.Owner(emails=['enne@chromium.org']) class ThreadTimesOopRasterKeyMobile(thread_times._ThreadTimes """Measure timeline metrics for key mobile pages while using out of process raster.""" tag = 'oop_rasterization' page_set = page_sets.KeyMobileSitesSmoothPageSet options = {'story_tag_filter': 'fastpath'} def SetExtraBrowserOptions(self, options): super(ThreadTimesOopRasterKeyMobile, self).SetExtraBrowserOptions(options) CustomizeBrowserOptionsForOopRasterization(options) @classmethod def Name(cls): return 'thread_times.oop_rasterization.key_mobile'
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 18 • Unclosed '(' at line 32 - expected ')' • IndentationError at line 20 Fixes: • Add closing quote at line 18 • Add closing ')' bracket • Fix indentation to match Python syntax rules
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 5
| 2
| 1,590
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2018 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\nfrom benchmarks import smoothness,thread_times\nimport page_sets\nfrom telemetry import benchmark\n\n# pylint: disable=protected-access\n\ndef CustomizeBrowserOptionsForOopRasterization(options):\n \"\"\"Enables flags needed for out of process rasterization.\"\"\"\n options.AppendExtraBrowserArgs('--force-gpu-rasterization')\n options.AppendExtraBrowserArgs('--enable-oop-rasterization')\n\n\n@benchmark.Owner(emails=['enne@chromium.org'])\nclass SmoothnessOopRasterizationTop25(smoothness._Smoothness):\n \"\"\"Measures rendering statistics for the top 25 with oop rasterization.\n \"\"\"\n tag = 'oop_rasterization'\n page_set = page_sets.Top25SmoothPageSet\n\n def SetExtraBrowserOptions(self, options):\n CustomizeBrowserOptionsForOopRasterization(options)\n\n @classmethod\n def Name(cls):\n return 'smoothness.oop_rasterization.top_25_smooth'\n\n\n@benchmark.Owner(emails=['enne@chromium.org'])\nclass ThreadTimesOopRasterKeyMobile(thread_times._ThreadTimes\n \"\"\"Measure timeline metrics for key mobile pages while using out of process\n raster.\"\"\"\n tag = 'oop_rasterization'\n page_set = page_sets.KeyMobileSitesSmoothPageSet\n options = {'story_tag_filter': 'fastpath'}\n\n def SetExtraBrowserOptions(self, options):\n super(ThreadTimesOopRasterKeyMobile, self).SetExtraBrowserOptions(options)\n CustomizeBrowserOptionsForOopRasterization(options)\n\n @classmethod\n def Name(cls):\n return 'thread_times.oop_rasterization.key_mobile'"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 18\n \u2022 Unclosed '(' at line 32 - expected ')'\n \u2022 IndentationError at line 20\n\n Fixes:\n \u2022 Add closing quote at line 18\n \u2022 Add closing ')' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
6ae3ed28439c3795f0a3092e3b0da325e69356b7
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import itertools as it from toolz.compatibility import range, map, iteritems def hashable(x): try: hash(x) return True except TypeError: return False def transitive_get(key, d): """ Transitive dict.get >>> from logpy.util import transitive_get >>> d = {1: 2, 2: 3, 3: 4} >>> d.get(1) 2 >>> transitive_get(1, d) 4 """ while hashable(key) and key in d: key = d[key] return key def deep_transitive_get(key, d): """ Transitive get that propagates within tuples >>> from logpy.util import transitive_get, deep_transitive_get >>> d = {1: (2, 3), 2: 12, 3: 13} >>> transitive_get(1, d) (2, 3) >>> deep_transitive_get(1, d) (12, 13) """ key = transitive_get(key, d) if isinstance(key, tuple): return tuple(map(lambda k: deep_transitive_get(k, d), key)) else: return key def dicthash(d): return hash(frozenset(d.items())) def multihash(x): try: return hash(x) except TypeError: if isinstance(x, (list, tuple, set, frozenset)): return hash(tuple(map(multihash, x))) if type(x) is dict: return hash(frozenset(map(multihash, x.items()))) if type(x) is slice: return hash((x.start, x.stop, x.step)) raise TypeError('Hashing not covered for ' + str(x)) def unique(seq, key=lambda x: x): seen = set() for item in seq: try: if key(item) not in seen: ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: seen.add(key(item)) yield item except TypeError: # item probably isn't hashable yield item # Just return it and hope for the best
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advanced
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machine_learning
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incomplete_code
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Pythoncode:Python
| 10
| 0
| 1,498
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport itertools as it\nfrom toolz.compatibility import range, map, iteritems\n\ndef hashable(x):\n try:\n hash(x)\n return True\n except TypeError:\n return False\n\ndef transitive_get(key, d):\n \"\"\" Transitive dict.get\n\n >>> from logpy.util import transitive_get\n >>> d = {1: 2, 2: 3, 3: 4}\n >>> d.get(1)\n 2\n >>> transitive_get(1, d)\n 4\n \"\"\"\n while hashable(key) and key in d:\n key = d[key]\n return key\n\ndef deep_transitive_get(key, d):\n \"\"\" Transitive get that propagates within tuples\n\n >>> from logpy.util import transitive_get, deep_transitive_get\n >>> d = {1: (2, 3), 2: 12, 3: 13}\n >>> transitive_get(1, d)\n (2, 3)\n >>> deep_transitive_get(1, d)\n (12, 13)\n \"\"\"\n\n key = transitive_get(key, d)\n if isinstance(key, tuple):\n return tuple(map(lambda k: deep_transitive_get(k, d), key))\n else:\n return key\n\ndef dicthash(d):\n return hash(frozenset(d.items()))\n\ndef multihash(x):\n try:\n return hash(x)\n except TypeError:\n if isinstance(x, (list, tuple, set, frozenset)):\n return hash(tuple(map(multihash, x)))\n if type(x) is dict:\n return hash(frozenset(map(multihash, x.items())))\n if type(x) is slice:\n return hash((x.start, x.stop, x.step))\n raise TypeError('Hashing not covered for ' + str(x))\n\ndef unique(seq, key=lambda x: x):\n seen = set()\n for item in seq:\n try:\n if key(item) not in seen:\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 seen.add(key(item))\n yield item\n except TypeError: # item probably isn't hashable\n yield item # Just return it and hope for the best"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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6ae4d12e5b6c5a2ce81f0095493d76c6afcfb99b
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import rinobot_plugin as bot import numpy as np def main(): # lets get our parameters and data filepath = bot.filepath() data = bot.loadfile(filepath) # now comes the custom plugin logic shift = bot.get_arg('shift', type=float, required=True) index = bot.index_from_args(data) data[index] = data[index] + shift outname = bot.no_extension() + '-shift-%s.txt' % shift # then we set up the output outpath = bot.output_filepath(outname) np.savetxt(outpath, data) if __name__ == "__main__": main()
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Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 ✨ Improvements: Add docstring to function 'main'
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intermediate
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ui
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code_review
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Pythoncode:Python
| 1
| 0
| 545
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport rinobot_plugin as bot\nimport numpy as np\n\ndef main():\n # lets get our parameters and data\n filepath = bot.filepath()\n data = bot.loadfile(filepath)\n\n # now comes the custom plugin logic\n shift = bot.get_arg('shift', type=float, required=True)\n index = bot.index_from_args(data)\n data[index] = data[index] + shift\n\n outname = bot.no_extension() + '-shift-%s.txt' % shift\n # then we set up the output\n outpath = bot.output_filepath(outname)\n np.savetxt(outpath, data)\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n\n\u2728 Improvements:\n Add docstring to function 'main'"}]
| false
| null | null | null |
6ae561e06496768e94110f91362d5a5eeb524bdb
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from gluon.contrib.memcache.memcache import Client import time """ examle of usage: cache.memcache=MemcacheClient(request,[127.0.0.1:11211],debug=true) """ import cPickle as pickle import thread locker = thread.allocate_lock() def MemcacheClient(*a, **b): locker.acquire() if not hasattr(MemcacheClient, '__mc_instance'): MemcacheClient.__mc_instance = _MemcacheClient(*a, **b) locker.release() return MemcacheClient.__mc_instance class _MemcacheClient(Client): def __init__(self, request, servers, debug=0, pickleProtocol=0, pickler=pickle.Pickler, unpickler=pickle.Unpickler, pload=None, pid=None): self.request=request Client.__init__(self,servers,debug,pickleProtocol, pickler,unpickler,pload,pid) def __call__(self,key,f,time_expire=300): #key=self.__keyFormat__(key) value=None obj=self.get(key) if obj: value=obj elif f is None: if obj: self.delete(key) else: value=f() self.set(key,value,time_expire) return value def increment(self,key,value=1,time_expire=300): newKey=self.__keyFormat__(key) obj=self.get(newKey) if obj: return Client.incr(self,newKey,value) else: self.set(newKey,value,time_expire) return value def set(self,key,value,time_expire=300): newKey = self.__keyFormat__(key) return Client.set(self,newKey,value,time_expire) def get(self,key): newKey = self.__keyFormat__(key) return Client.get(self,newKey) def delete(self,key): newKey = self.__keyFormat__(key) return Client.delete(self,newKey) def __keyFormat__(self,key): return '%s/%s' % (self.request.application,key.replace(' ','_'))
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Functions: MemcacheClient, __init__, __call__, increment, set Classes: _MemcacheClient This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 8
| 1
| 1,912
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom gluon.contrib.memcache.memcache import Client\nimport time\n\n\"\"\"\nexamle of usage:\n\ncache.memcache=MemcacheClient(request,[127.0.0.1:11211],debug=true)\n\"\"\"\n\nimport cPickle as pickle\nimport thread\n\nlocker = thread.allocate_lock()\n\ndef MemcacheClient(*a, **b):\n locker.acquire()\n if not hasattr(MemcacheClient, '__mc_instance'):\n MemcacheClient.__mc_instance = _MemcacheClient(*a, **b)\n locker.release()\n return MemcacheClient.__mc_instance\n\nclass _MemcacheClient(Client): \n def __init__(self, request, servers, debug=0, pickleProtocol=0,\n pickler=pickle.Pickler, unpickler=pickle.Unpickler,\n pload=None, pid=None):\n self.request=request\n Client.__init__(self,servers,debug,pickleProtocol,\n pickler,unpickler,pload,pid)\n \n def __call__(self,key,f,time_expire=300):\n #key=self.__keyFormat__(key)\n value=None\n obj=self.get(key)\n if obj:\n value=obj\n elif f is None:\n if obj: self.delete(key)\n else:\n value=f()\n self.set(key,value,time_expire)\n return value\n \n def increment(self,key,value=1,time_expire=300):\n newKey=self.__keyFormat__(key)\n obj=self.get(newKey)\n if obj:\n return Client.incr(self,newKey,value)\n else:\n self.set(newKey,value,time_expire)\n return value\n \n def set(self,key,value,time_expire=300):\n newKey = self.__keyFormat__(key)\n return Client.set(self,newKey,value,time_expire)\n \n def get(self,key):\n newKey = self.__keyFormat__(key)\n return Client.get(self,newKey)\n \n def delete(self,key):\n newKey = self.__keyFormat__(key)\n return Client.delete(self,newKey)\n \n def __keyFormat__(self,key):\n return '%s/%s' % (self.request.application,key.replace(' ','_'))"}, {"role": "assistant", "content": " Functions: MemcacheClient, __init__, __call__, increment, set\n Classes: _MemcacheClient\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6ae5c492e4c7a58f8381ae12e47edd808dc70752
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: class Some_enum(Enum): some_literal = "some_literal" class Something(Some_enum): pass # Complete this line pass __book_url__ = "dummy" __book_version__ = "dummy" associate_ref_with(Reference)
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The missing line is: class Reference:
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intermediate
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oop
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fill_in_the_blank
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Pythoncode:Python
| 0
| 3
| 206
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass Some_enum(Enum):\n some_literal = \"some_literal\"\n\n\nclass Something(Some_enum):\n pass\n\n\n # Complete this line\n pass\n\n\n__book_url__ = \"dummy\"\n__book_version__ = \"dummy\"\nassociate_ref_with(Reference)"}, {"role": "assistant", "content": "The missing line is:\nclass Reference:"}]
| false
| null | null | null |
6ae692e1d71ed7665097647321e9c90f2d578c91
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/env python # encoding: utf-8 import numbers import os import re import sys from itertools import chain import numpy as np import scipy.sparse as sp import six import pickle from .model import get_convo_nn2 from .stop_words import THAI_STOP_WORDS from .utils import CHAR_TYPES_MAP, CHARS_MAP, create_feature_array def tokenize(text, custom_dict=None): """ Tokenize given Thai text string Input ===== text: str, Thai text string custom_dict: str (or list), path to customized dictionary file It allows the function not to tokenize given dictionary wrongly. The file should contain custom words separated by line. Alternatively, you can provide list of custom words too. Output ====== tokens: list, list of tokenized words Example ======= >> deepcut.tokenize('ตัดคำได้ดีมาก') >> ['ตัดคำ','ได้','ดี','มาก'] """ global TOKENIZER if not TOKENIZER: TOKENIZER = DeepcutTokenizer() return TOKENIZER.tokenize(text, custom_dict=custom_dict) def _custom_dict(word, text, word_end): word_length = len(word) initial_loc = 0 while True: try: start_char = re.search(word, text).start() first_char = start_char + initial_loc last_char = first_char + word_length - 1 initial_loc += start_char + word_length text = text[start_char + word_length:] word_end[first_char:last_char] = (word_length - 1) * [0] word_end[last_char] = 1 except: break return word_end
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def _document_frequency(X): """ Count the number of non-zero values for each feature in sparse X. """ if sp.isspmatrix_csr(X): return np.bincount(X.indices, minlength=X.shape[1]) return np.diff(sp.csc_matrix(X, copy=False).indptr) def _check_stop_list(stop): """ Check stop words list ref: https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/feature_extraction/text.py#L87-L95 """ if stop == "thai": return THAI_STOP_WORDS elif isinstance(stop, six.string_types): raise ValueError("not a built-in stop list: %s" % stop) elif stop is None: return None # assume it's a collection return frozenset(stop) def load_model(file_path): """ Load saved pickle file of DeepcutTokenizer Parameters ========== file_path: str, path to saved model from ``save_model`` method in DeepcutTokenizer """ tokenizer = pickle.load(open(file_path, 'rb')) tokenizer.model = get_convo_nn2() tokenizer.model = tokenizer.model.load_weights(WEIGHT_PATH) return tokenizer ... [8 more classdefs truncated] ...
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intermediate
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api
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code_completion
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Pythoncode:Python
| 5
| 0
| 2,726
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# encoding: utf-8\nimport numbers\nimport os\nimport re\nimport sys\nfrom itertools import chain\n\nimport numpy as np\nimport scipy.sparse as sp\nimport six\nimport pickle\n\nfrom .model import get_convo_nn2\nfrom .stop_words import THAI_STOP_WORDS\nfrom .utils import CHAR_TYPES_MAP, CHARS_MAP, create_feature_array\n\ndef tokenize(text, custom_dict=None):\n \"\"\"\n Tokenize given Thai text string\n\n Input\n =====\n text: str, Thai text string\n custom_dict: str (or list), path to customized dictionary file\n It allows the function not to tokenize given dictionary wrongly.\n The file should contain custom words separated by line.\n Alternatively, you can provide list of custom words too.\n\n Output\n ======\n tokens: list, list of tokenized words\n\n Example\n =======\n >> deepcut.tokenize('\u0e15\u0e31\u0e14\u0e04\u0e33\u0e44\u0e14\u0e49\u0e14\u0e35\u0e21\u0e32\u0e01')\n >> ['\u0e15\u0e31\u0e14\u0e04\u0e33','\u0e44\u0e14\u0e49','\u0e14\u0e35','\u0e21\u0e32\u0e01']\n\n \"\"\"\n global TOKENIZER\n if not TOKENIZER:\n TOKENIZER = DeepcutTokenizer()\n return TOKENIZER.tokenize(text, custom_dict=custom_dict)\n\n\ndef _custom_dict(word, text, word_end):\n word_length = len(word)\n initial_loc = 0\n\n while True:\n try:\n start_char = re.search(word, text).start()\n first_char = start_char + initial_loc\n last_char = first_char + word_length - 1\n\n initial_loc += start_char + word_length\n text = text[start_char + word_length:]\n word_end[first_char:last_char] = (word_length - 1) * [0]\n word_end[last_char] = 1\n except:\n break\n return word_end"}, {"role": "assistant", "content": "\n\n\ndef _document_frequency(X):\n \"\"\"\n Count the number of non-zero values for each feature in sparse X.\n \"\"\"\n if sp.isspmatrix_csr(X):\n return np.bincount(X.indices, minlength=X.shape[1])\n return np.diff(sp.csc_matrix(X, copy=False).indptr)\n\n\ndef _check_stop_list(stop):\n \"\"\"\n Check stop words list\n ref: https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/feature_extraction/text.py#L87-L95\n \"\"\"\n if stop == \"thai\":\n return THAI_STOP_WORDS\n elif isinstance(stop, six.string_types):\n raise ValueError(\"not a built-in stop list: %s\" % stop)\n elif stop is None:\n return None\n # assume it's a collection\n return frozenset(stop)\n\n\ndef load_model(file_path):\n \"\"\"\n Load saved pickle file of DeepcutTokenizer\n\n Parameters\n ==========\n file_path: str, path to saved model from ``save_model`` method in DeepcutTokenizer \n \"\"\"\n tokenizer = pickle.load(open(file_path, 'rb'))\n tokenizer.model = get_convo_nn2()\n tokenizer.model = tokenizer.model.load_weights(WEIGHT_PATH)\n return tokenizer\n\n\n\n ... [8 more classdefs truncated] ..."}]
| false
| null | null | null |
6ae7079318bfafa24286324b4e5be07089c8ccfb
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Copyright 2021 Yan Yan # # 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 numpy as np from cumm import tensorview as tv from contextlib import AbstractContextManager from spconv.cppconstants import CPU_ONLY_BUILD from spconv.core_cc.csrc.utils.boxops import BoxOps from spconv.core_cc.csrc.sparse.all.ops_cpu1d import Point2VoxelCPU as Point2VoxelCPU1d from spconv.core_cc.csrc.sparse.all.ops_cpu2d import Point2VoxelCPU as Point2VoxelCPU2d from spconv.core_cc.csrc.sparse.all.ops_cpu3d import Point2VoxelCPU as Point2VoxelCPU3d from spconv.core_cc.csrc.sparse.all.ops_cpu4d import Point2VoxelCPU as Point2VoxelCPU4d class nullcontext(AbstractContextManager): """Context manager that does no additional processing. Used as a stand-in for a normal context manager, when a particular block of code is only sometimes used with a normal context manager: cm = optional_cm if condition else nullcontext() with cm: # Perform operation, using optional_cm if condition is True """ def __init__(self, enter_result=None): self.enter_result = enter_result def __enter__(self): return self.enter_result def __exit__(self, *excinfo): pass def rbbox_iou(box_corners: np.ndarray, qbox_corners: np.ndarray, standup_iou: np.ndarray, standup_thresh: float): if not BoxOps.has_boost(): raise NotImplementedError( "this op require spconv built with boost, download boost, export BOOST_ROOT and rebuild." ) N = box_corners.shape[0] K = qbox_corners.shape[0] overlap = np.zeros((N, K), dtype=box_corners.dtype) BoxOps.rbbox_iou(tv.from_numpy(box_corners), tv.from_numpy(qbox_corners), tv.from_numpy(standup_iou), tv.from_numpy(overlap), standup_thresh, False) return overlap ... [4 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 27 Block at line 30 has no indented body Invalid syntax at line 63: ... [4 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 30 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 47 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 57 Unexpected indentation at line 58 Unexpected indentation at line 59 ✨ Improvements: Complete the expression on the last line Add closing quote at line 27 Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
| 4
| 1
| 2,391
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2021 Yan Yan\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport numpy as np\nfrom cumm import tensorview as tv\nfrom contextlib import AbstractContextManager\nfrom spconv.cppconstants import CPU_ONLY_BUILD\nfrom spconv.core_cc.csrc.utils.boxops import BoxOps\n\nfrom spconv.core_cc.csrc.sparse.all.ops_cpu1d import Point2VoxelCPU as Point2VoxelCPU1d\nfrom spconv.core_cc.csrc.sparse.all.ops_cpu2d import Point2VoxelCPU as Point2VoxelCPU2d\nfrom spconv.core_cc.csrc.sparse.all.ops_cpu3d import Point2VoxelCPU as Point2VoxelCPU3d\nfrom spconv.core_cc.csrc.sparse.all.ops_cpu4d import Point2VoxelCPU as Point2VoxelCPU4d\n\nclass nullcontext(AbstractContextManager):\n \"\"\"Context manager that does no additional processing.\n\n Used as a stand-in for a normal context manager, when a particular\n block of code is only sometimes used with a normal context manager:\n\n cm = optional_cm if condition else nullcontext()\n with cm:\n # Perform operation, using optional_cm if condition is True\n \"\"\"\n def __init__(self, enter_result=None):\n self.enter_result = enter_result\n\n def __enter__(self):\n return self.enter_result\n\n def __exit__(self, *excinfo):\n pass\n\n\ndef rbbox_iou(box_corners: np.ndarray, qbox_corners: np.ndarray,\n standup_iou: np.ndarray, standup_thresh: float):\n if not BoxOps.has_boost():\n raise NotImplementedError(\n \"this op require spconv built with boost, download boost, export BOOST_ROOT and rebuild.\"\n )\n N = box_corners.shape[0]\n K = qbox_corners.shape[0]\n overlap = np.zeros((N, K), dtype=box_corners.dtype)\n\n BoxOps.rbbox_iou(tv.from_numpy(box_corners), tv.from_numpy(qbox_corners),\n tv.from_numpy(standup_iou), tv.from_numpy(overlap),\n standup_thresh, False)\n return overlap\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 27\n Block at line 30 has no indented body\n Invalid syntax at line 63: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 30\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 47\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 27\n Review syntax near the error location"}]
| false
| null | null | null |
6ae71d1265e8389449c1186df9eae1ba04f43f40
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # # Copyright (c) 2013 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. def _RunLint(lint_path, config_path, processed_config_path, manifest_path, result_path, product_dir, src_dirs, classes_dir): def _RelativizePath(path): """Returns relative path to top-level src dir. Args: path: A path relative to cwd. """ return os.path.relpath(os.path.abspath(path), _SRC_ROOT) def _ProcessConfigFile(): if not build_utils.IsTimeStale(processed_config_path, [config_path]): return with open(config_path, 'rb') as f: content = f.read().replace( 'PRODUCT_DIR', _RelativizePath(product_dir)) with open(processed_config_path, 'wb') as f: f.write(content) def _ProcessResultFile(): with open(result_path, 'rb') as f: content = f.read().replace( _RelativizePath(product_dir), 'PRODUCT_DIR') with open(result_path, 'wb') as f: f.write(content) ... [2 more functiondefs truncated] ...
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Functions: _RunLint, _RelativizePath, _ProcessConfigFile, _ProcessResultFile This code demonstrates Pythoncode:Python programming.
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intermediate
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ui
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code_explanation
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Pythoncode:Python
| 4
| 0
| 1,112
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Copyright (c) 2013 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\n\ndef _RunLint(lint_path, config_path, processed_config_path, manifest_path,\n result_path, product_dir, src_dirs, classes_dir):\n\n def _RelativizePath(path):\n \"\"\"Returns relative path to top-level src dir.\n\n Args:\n path: A path relative to cwd.\n \"\"\"\n return os.path.relpath(os.path.abspath(path), _SRC_ROOT)\n\n def _ProcessConfigFile():\n if not build_utils.IsTimeStale(processed_config_path, [config_path]):\n return\n\n with open(config_path, 'rb') as f:\n content = f.read().replace(\n 'PRODUCT_DIR', _RelativizePath(product_dir))\n\n with open(processed_config_path, 'wb') as f:\n f.write(content)\n\n def _ProcessResultFile():\n with open(result_path, 'rb') as f:\n content = f.read().replace(\n _RelativizePath(product_dir), 'PRODUCT_DIR')\n\n with open(result_path, 'wb') as f:\n f.write(content)\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: _RunLint, _RelativizePath, _ProcessConfigFile, _ProcessResultFile\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6ae7a32e4ed90bb4e297477064266c060efd4768
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright 2020 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class ModuleGenerator(object): """A class that generates pybind11 bindings code from CLIF ast.""" def __init__(self, ast: ast_pb2.AST, module_name: str, header_path: str, include_paths: List[str]: self._ast = ast self._module_name = module_name self._header_path = header_path self._include_paths = include_paths self._unique_classes = {} def generate_header(self, ast: ast_pb2.AST) -> Generator[str, None, None]: """Generates pybind11 bindings code from CLIF ast.""" includes = set() for decl in ast.decls: includes.add(decl.cpp_file) self._collect_class_cpp_names(decl) yield '#include "third_party/pybind11/include/pybind11/smart_holder.h"' for include in includes: yield f'#include "{include}"' yield '\n' for cpp_name in self._unique_classes: yield f'PYBIND11_SMART_HOLDER_TYPE_CASTERS({cpp_name})' yield '\n' for cpp_name, py_name in self._unique_classes.items(): yield f'// CLIF use `{cpp_name}` as {py_name}' ... [9 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 18 - expected ')' • SyntaxError: '(' was never closed at line 18 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
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advanced
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api
|
syntax_repair
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Pythoncode:Python
| 2
| 1
| 1,672
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright 2020 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass ModuleGenerator(object):\n \"\"\"A class that generates pybind11 bindings code from CLIF ast.\"\"\"\n\n def __init__(self, ast: ast_pb2.AST, module_name: str, header_path: str,\n include_paths: List[str]:\n self._ast = ast\n self._module_name = module_name\n self._header_path = header_path\n self._include_paths = include_paths\n self._unique_classes = {}\n\n def generate_header(self,\n ast: ast_pb2.AST) -> Generator[str, None, None]:\n \"\"\"Generates pybind11 bindings code from CLIF ast.\"\"\"\n includes = set()\n for decl in ast.decls:\n includes.add(decl.cpp_file)\n self._collect_class_cpp_names(decl)\n yield '#include \"third_party/pybind11/include/pybind11/smart_holder.h\"'\n for include in includes:\n yield f'#include \"{include}\"'\n yield '\\n'\n for cpp_name in self._unique_classes:\n yield f'PYBIND11_SMART_HOLDER_TYPE_CASTERS({cpp_name})'\n yield '\\n'\n for cpp_name, py_name in self._unique_classes.items():\n yield f'// CLIF use `{cpp_name}` as {py_name}'\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 18 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 18\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6ae97714d8f4b22a1d08d058e87732477cbb19c0
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from torch import nn def get_fc_discriminator(num_classes, ndf=64): return nn.Sequential( nn.Conv2d(num_classes, ndf, kernel_size=4, stride=2, padding=1), nn.LeakyReLU(negative_slope=0.2, inplace=True), nn.Conv2d(ndf, ndf * 2, kernel_size=4, stride=2, padding=1), nn.LeakyReLU(negative_slope=0.2, inplace=True), nn.Conv2d(ndf * 2, ndf * 4, kernel_size=4, stride=2, padding=1), nn.LeakyReLU(negative_slope=0.2, inplace=True), nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1), nn.LeakyReLU(negative_slope=0.2, inplace=True), nn.Conv2d(ndf * 8, 1, kernel_size=4, stride=2, padding=1), ) # def get_fe_discriminator(num_classes, ndf=64): # 256-128-64-32-16 # return nn.Sequential( # nn.Conv2d(num_classes, ndf * 4, kernel_size=4, stride=2, padding=1), # nn.LeakyReLU(negative_slope=0.2, inplace=True), # nn.Conv2d(ndf * 4, ndf * 2, kernel_size=4, stride=2, padding=1), # nn.LeakyReLU(negative_slope=0.2, inplace=True), # nn.Conv2d(ndf * 2, ndf, kernel_size=2, stride=2, padding=0), # nn.LeakyReLU(negative_slope=0.2, inplace=True), # # nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1), # # nn.LeakyReLU(negative_slope=0.2, inplace=True), # nn.Conv2d(ndf, 1, kernel_size=2, stride=2, padding=0), # Complete this line # def get_fe_discriminator(num_classes, ndf=64): # return nn.Sequential( # nn.Conv2d(num_classes, ndf, kernel_size=4, stride=2, padding=1), # nn.LeakyReLU(negative_slope=0.2, inplace=True), # nn.Conv2d(ndf, ndf * 2, kernel_size=4, stride=2, padding=1), # nn.LeakyReLU(negative_slope=0.2, inplace=True), # nn.Conv2d(ndf * 2, ndf * 4, kernel_size=4, stride=2, padding=1), # nn.LeakyReLU(negative_slope=0.2, inplace=True), # # nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1), # # nn.LeakyReLU(negative_slope=0.2, inplace=True), # nn.Conv2d(ndf * 4, 1, kernel_size=1, stride=1, padding=0), # ) def get_fe_discriminator(num_classes, ndf=64): # H/8,H/8,(1024 -> 256 -> 128 -> 64 -> 1) return nn.Sequential( nn.Conv2d(num_classes, ndf * 4, kernel_size=1, stride=1, padding=0), # x=self.dropout(x) nn.LeakyReLU(negative_slope=0.2, inplace=True), nn.Conv2d(ndf * 4, ndf * 2, kernel_size=1, stride=1, padding=0), # x=self.dropout(x) nn.LeakyReLU(negative_slope=0.2, inplace=True), nn.Conv2d(ndf * 2, ndf, kernel_size=1, stride=1, padding=0), # x=self.dropout(x) nn.LeakyReLU(negative_slope=0.2, inplace=True), # nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1), # nn.LeakyReLU(negative_slope=0.2, inplace=True), nn.Conv2d(ndf, 1, kernel_size=1, stride=1, padding=0), )
|
The missing line is: # )
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intermediate
|
oop
|
fill_in_the_blank
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Pythoncode:Python
| 2
| 0
| 2,865
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom torch import nn\n\n\ndef get_fc_discriminator(num_classes, ndf=64):\n return nn.Sequential(\n nn.Conv2d(num_classes, ndf, kernel_size=4, stride=2, padding=1),\n nn.LeakyReLU(negative_slope=0.2, inplace=True),\n nn.Conv2d(ndf, ndf * 2, kernel_size=4, stride=2, padding=1),\n nn.LeakyReLU(negative_slope=0.2, inplace=True),\n nn.Conv2d(ndf * 2, ndf * 4, kernel_size=4, stride=2, padding=1),\n nn.LeakyReLU(negative_slope=0.2, inplace=True),\n nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1),\n nn.LeakyReLU(negative_slope=0.2, inplace=True),\n nn.Conv2d(ndf * 8, 1, kernel_size=4, stride=2, padding=1),\n )\n\n\n# def get_fe_discriminator(num_classes, ndf=64): # 256-128-64-32-16\n# return nn.Sequential(\n# nn.Conv2d(num_classes, ndf * 4, kernel_size=4, stride=2, padding=1),\n# nn.LeakyReLU(negative_slope=0.2, inplace=True),\n# nn.Conv2d(ndf * 4, ndf * 2, kernel_size=4, stride=2, padding=1),\n# nn.LeakyReLU(negative_slope=0.2, inplace=True),\n# nn.Conv2d(ndf * 2, ndf, kernel_size=2, stride=2, padding=0),\n# nn.LeakyReLU(negative_slope=0.2, inplace=True),\n# # nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1),\n# # nn.LeakyReLU(negative_slope=0.2, inplace=True),\n# nn.Conv2d(ndf, 1, kernel_size=2, stride=2, padding=0),\n # Complete this line\n\n# def get_fe_discriminator(num_classes, ndf=64):\n# return nn.Sequential(\n# nn.Conv2d(num_classes, ndf, kernel_size=4, stride=2, padding=1),\n# nn.LeakyReLU(negative_slope=0.2, inplace=True),\n# nn.Conv2d(ndf, ndf * 2, kernel_size=4, stride=2, padding=1),\n# nn.LeakyReLU(negative_slope=0.2, inplace=True),\n# nn.Conv2d(ndf * 2, ndf * 4, kernel_size=4, stride=2, padding=1),\n# nn.LeakyReLU(negative_slope=0.2, inplace=True),\n# # nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1),\n# # nn.LeakyReLU(negative_slope=0.2, inplace=True),\n# nn.Conv2d(ndf * 4, 1, kernel_size=1, stride=1, padding=0),\n# )\n\ndef get_fe_discriminator(num_classes, ndf=64): # H/8,H/8,(1024 -> 256 -> 128 -> 64 -> 1)\n return nn.Sequential(\n nn.Conv2d(num_classes, ndf * 4, kernel_size=1, stride=1, padding=0),\n # x=self.dropout(x)\n nn.LeakyReLU(negative_slope=0.2, inplace=True),\n nn.Conv2d(ndf * 4, ndf * 2, kernel_size=1, stride=1, padding=0),\n # x=self.dropout(x)\n nn.LeakyReLU(negative_slope=0.2, inplace=True),\n nn.Conv2d(ndf * 2, ndf, kernel_size=1, stride=1, padding=0),\n # x=self.dropout(x)\n nn.LeakyReLU(negative_slope=0.2, inplace=True),\n # nn.Conv2d(ndf * 4, ndf * 8, kernel_size=4, stride=2, padding=1),\n # nn.LeakyReLU(negative_slope=0.2, inplace=True),\n nn.Conv2d(ndf, 1, kernel_size=1, stride=1, padding=0),\n )"}, {"role": "assistant", "content": "The missing line is:\n# )"}]
| false
| null | null | null |
6aea2be020c7e8aa245e0f3059dcd2d6daefd1b7
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- # # Copyright © Spyder Project Contributors # Licensed under the terms of the MIT License # (see spyder/__init__.py for details) class Dependency(object): """Spyder's dependency version may starts with =, >=, > or < to specify the exact requirement ; multiple conditions may be separated by ';' (e.g. '>=0.13;<1.0')""" OK = 'OK' NOK = 'NOK' def __init__(self, modname, features, required_version, installed_version=None, optional=False): self.modname = modname self.features = features self.required_version = required_version self.optional = optional if installed_version is None: try: self.installed_version = programs.get_module_version(modname) except: # NOTE: Don't add any exception type here! # Modules can fail to import in several ways besides # ImportError self.installed_version = None else: self.installed_version = installed_version def check(self): """Check if dependency is installed""" return programs.is_module_installed(self.modname, self.required_version, self.installed_version) def get_installed_version(self): """Return dependency status (string)""" if self.check(): return '%s (%s)' % (self.installed_version, self.OK) else: return '%s (%s)' % (self.installed_version, self.NOK) def get_status(self): """Return dependency status (string)"""
|
if self.check(): return self.OK else: return self.NOK DEPENDENCIES = [] def add(modname, features, required_version, installed_version=None, optional=False): """Add Spyder dependency""" global DEPENDENCIES for dependency in DEPENDENCIES: if dependency.modname == modname: raise ValueError("Dependency has already been registered: %s"\ % modname) DEPENDENCIES += [Dependency(modname, features, required_version, installed_version, optional)] def check(modname): """Check if required dependency is installed""" for dependency in DEPENDENCIES: if dependency.modname == modname: return dependency.check() else: raise RuntimeError("Unkwown dependency %s" % modname) ... [2 more functiondefs truncated] ...
|
advanced
|
ui
|
code_completion
|
Pythoncode:Python
| 6
| 1
| 2,654
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n#\r\n# Copyright \u00a9 Spyder Project Contributors\r\n# Licensed under the terms of the MIT License\r\n# (see spyder/__init__.py for details)\r\n\r\nclass Dependency(object):\r\n \"\"\"Spyder's dependency\r\n\r\n version may starts with =, >=, > or < to specify the exact requirement ;\r\n multiple conditions may be separated by ';' (e.g. '>=0.13;<1.0')\"\"\"\r\n\r\n OK = 'OK'\r\n NOK = 'NOK'\r\n\r\n def __init__(self, modname, features, required_version,\r\n installed_version=None, optional=False):\r\n self.modname = modname\r\n self.features = features\r\n self.required_version = required_version\r\n self.optional = optional\r\n if installed_version is None:\r\n try:\r\n self.installed_version = programs.get_module_version(modname)\r\n except:\r\n # NOTE: Don't add any exception type here!\r\n # Modules can fail to import in several ways besides\r\n # ImportError\r\n self.installed_version = None\r\n else:\r\n self.installed_version = installed_version\r\n\r\n def check(self):\r\n \"\"\"Check if dependency is installed\"\"\"\r\n return programs.is_module_installed(self.modname,\r\n self.required_version,\r\n self.installed_version)\r\n\r\n def get_installed_version(self):\r\n \"\"\"Return dependency status (string)\"\"\"\r\n if self.check():\r\n return '%s (%s)' % (self.installed_version, self.OK)\r\n else:\r\n return '%s (%s)' % (self.installed_version, self.NOK)\r\n \r\n def get_status(self):\r\n \"\"\"Return dependency status (string)\"\"\""}, {"role": "assistant", "content": "\n if self.check():\r\n return self.OK\r\n else:\r\n return self.NOK\r\n\r\n\r\nDEPENDENCIES = []\r\n\r\n\r\ndef add(modname, features, required_version, installed_version=None,\r\n optional=False):\r\n \"\"\"Add Spyder dependency\"\"\"\r\n global DEPENDENCIES\r\n for dependency in DEPENDENCIES:\r\n if dependency.modname == modname:\r\n raise ValueError(\"Dependency has already been registered: %s\"\\\r\n % modname)\r\n DEPENDENCIES += [Dependency(modname, features, required_version,\r\n installed_version, optional)]\r\n\r\n\r\ndef check(modname):\r\n \"\"\"Check if required dependency is installed\"\"\"\r\n for dependency in DEPENDENCIES:\r\n if dependency.modname == modname:\r\n return dependency.check()\r\n else:\r\n raise RuntimeError(\"Unkwown dependency %s\" % modname)\r\n\r\n\r\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
6aea61815f42420b447d1ce164aa7c65f5c5bc94
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import os from setuptools import find_packages, setup # Load version number __version__ = None src_dir = os.path.abspath(os.path.dirname(__file__)) version_file = os.path.join(src_dir, 'chemprop', '_version.py') with open(version_file, encoding='utf-8') as fd: exec(fd.read()) # Load README
|
Syntax Analysis: Syntax Errors Found: • Dangerous use of eval()/exec() at line 11 - security risk
|
intermediate
|
testing
|
syntax_repair
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Pythoncode:Python
| 0
| 0
| 310
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport os\r\nfrom setuptools import find_packages, setup\r\n\r\n# Load version number\r\n__version__ = None\r\n\r\nsrc_dir = os.path.abspath(os.path.dirname(__file__))\r\nversion_file = os.path.join(src_dir, 'chemprop', '_version.py')\r\n\r\nwith open(version_file, encoding='utf-8') as fd:\r\n exec(fd.read())\r\n\r\n# Load README"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Dangerous use of eval()/exec() at line 11 - security risk"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6aea82e968ce364fdac8932cf3b83554a12ac797
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 1999-2020 Alibaba Group Holding Ltd. # # 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 ... import opcodes as OperandDef from ...serialize import KeyField, ListField from ..operands import TensorHasInput, TensorOperandMixin from ..array_utils import get_array_module from ..core import TensorOrder class TensorSlice(TensorHasInput, TensorOperandMixin): _op_type_ = OperandDef.SLICE _input = KeyField('input') _slices = ListField('slices') def __init__(self, slices=None, dtype=None, sparse=False, **kw): super().__init__(_slices=slices, _dtype=dtype, _sparse=sparse, **kw) @property def slices(self): return self._slices def _set_inputs(self, inputs): super()._set_inputs(inputs) self._input = self._inputs[0] def _get_order(self, kw, i): order = kw.pop('order', None) if order is None: inp = self.input if inp is None or inp.order = TensorOrder.C_ORDER: return TensorOrder.C_ORDER for shape, slc in zip(inp.shape, self._slices): if slc is None: continue s = slc.indices(shape) if s[0] == 0 and s[1] == shape and s[2] == 1: continue else: return TensorOrder.C_ORDER return inp.order return order[i] if isinstance(order, (list, tuple)) else order @classmethod def execute(cls, ctx, op): inp = ctx[op.inputs[0].key] if op.input.ndim == 0 and not hasattr(inp, 'shape'): # scalar, but organize it into an array inp = get_array_module(inp).array(inp) x = inp[tuple(op.slices)] out = op.outputs[0] ctx[out.key] = x.astype(x.dtype, order=out.order.value, copy=False)
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Invalid syntax at line 44: if inp is None or inp.order = TensorOrder.C_ORDER: Fix: Change operator back to correct one
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 2,334
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 1999-2020 Alibaba Group Holding Ltd.\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\nfrom ... import opcodes as OperandDef\nfrom ...serialize import KeyField, ListField\nfrom ..operands import TensorHasInput, TensorOperandMixin\nfrom ..array_utils import get_array_module\nfrom ..core import TensorOrder\n\n\nclass TensorSlice(TensorHasInput, TensorOperandMixin):\n _op_type_ = OperandDef.SLICE\n\n _input = KeyField('input')\n _slices = ListField('slices')\n\n def __init__(self, slices=None, dtype=None, sparse=False, **kw):\n super().__init__(_slices=slices, _dtype=dtype, _sparse=sparse, **kw)\n\n @property\n def slices(self):\n return self._slices\n\n def _set_inputs(self, inputs):\n super()._set_inputs(inputs)\n self._input = self._inputs[0]\n\n def _get_order(self, kw, i):\n order = kw.pop('order', None)\n if order is None:\n inp = self.input\n if inp is None or inp.order = TensorOrder.C_ORDER:\n return TensorOrder.C_ORDER\n\n for shape, slc in zip(inp.shape, self._slices):\n if slc is None:\n continue\n s = slc.indices(shape)\n if s[0] == 0 and s[1] == shape and s[2] == 1:\n continue\n else:\n return TensorOrder.C_ORDER\n\n return inp.order\n\n return order[i] if isinstance(order, (list, tuple)) else order\n\n @classmethod\n def execute(cls, ctx, op):\n inp = ctx[op.inputs[0].key]\n if op.input.ndim == 0 and not hasattr(inp, 'shape'):\n # scalar, but organize it into an array\n inp = get_array_module(inp).array(inp)\n x = inp[tuple(op.slices)]\n out = op.outputs[0]\n ctx[out.key] = x.astype(x.dtype, order=out.order.value, copy=False)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Invalid syntax at line 44: if inp is None or inp.order = TensorOrder.C_ORDER:\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
6aec0377fc121dfeab883792414df3e21c04a712
|
TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: def getNodeType(node_class): # workaround str.upper() which is locale-dependent return str(unicode(node_class.__name__).upper()) else: def getNodeType(node_class): return node_class.__name__.upper() # Python >= 3.3 uses ast.Try instead of (ast.TryExcept + ast.TryFinally) if PY32: def getAlternatives(n): if isinstance(n, (ast.If, ast.TryFinally)): return [n.body] if isinstance(n, ast.TryExcept): return [n.body + n.orelse] + [[hdl] for hdl in n.handlers] else: def getAlternatives(n): if isinstance(n, ast.If): return [n.body] if isinstance(n, ast.Try): return [n.body + n.orelse] + [[hdl] for hdl in n.handlers] if PY34: LOOP_TYPES = (ast.While, ast.For) else: LOOP_TYPES = (ast.While, ast.For, ast.AsyncFor) class _FieldsOrder(dict): """Fix order of AST node fields.""" def _get_fields(self, node_class): # handle iter before target, and generators before element fields = node_class._fields if 'iter' in fields: key_first = 'iter'.find elif 'generators' in fields: key_first = 'generators'.find else: key_first = 'value'.find return tuple(sorted(fields, key=key_first, reverse=True)) def __missing__(self, node_class): self[node_class] = fields = self._get_fields(node_class) return fields def counter(items): """ Simplest required implementation of collections.Counter. Required as 2.6 does not have Counter in collections. """ results = {} for item in items: results[item] = results.get(item, 0) + 1 return results def iter_child_nodes(node, omit=None, _fields_order=_FieldsOrder()): """ Yield all direct child nodes of *node*, that is, all fields that are nodes and all items of fields that are lists of nodes. """ for name in _fields_order[node.__class__]: if name == omit: continue field = getattr(node, name, None) if isinstance(field, ast.AST): yield field elif isinstance(field, list): for item in field: yield item ... [101 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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ui
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refactoring
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Pythoncode:Python
| 8
| 1
| 2,343
| false
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n def getNodeType(node_class):\r\n # workaround str.upper() which is locale-dependent\r\n return str(unicode(node_class.__name__).upper())\r\nelse:\r\n def getNodeType(node_class):\r\n return node_class.__name__.upper()\r\n\r\n# Python >= 3.3 uses ast.Try instead of (ast.TryExcept + ast.TryFinally)\r\nif PY32:\r\n def getAlternatives(n):\r\n if isinstance(n, (ast.If, ast.TryFinally)):\r\n return [n.body]\r\n if isinstance(n, ast.TryExcept):\r\n return [n.body + n.orelse] + [[hdl] for hdl in n.handlers]\r\nelse:\r\n def getAlternatives(n):\r\n if isinstance(n, ast.If):\r\n return [n.body]\r\n if isinstance(n, ast.Try):\r\n return [n.body + n.orelse] + [[hdl] for hdl in n.handlers]\r\n\r\nif PY34:\r\n LOOP_TYPES = (ast.While, ast.For)\r\nelse:\r\n LOOP_TYPES = (ast.While, ast.For, ast.AsyncFor)\r\n\r\n\r\nclass _FieldsOrder(dict):\r\n \"\"\"Fix order of AST node fields.\"\"\"\r\n\r\n def _get_fields(self, node_class):\r\n # handle iter before target, and generators before element\r\n fields = node_class._fields\r\n if 'iter' in fields:\r\n key_first = 'iter'.find\r\n elif 'generators' in fields:\r\n key_first = 'generators'.find\r\n else:\r\n key_first = 'value'.find\r\n return tuple(sorted(fields, key=key_first, reverse=True))\r\n\r\n def __missing__(self, node_class):\r\n self[node_class] = fields = self._get_fields(node_class)\r\n return fields\r\n\r\n\r\ndef counter(items):\r\n \"\"\"\r\n Simplest required implementation of collections.Counter. Required as 2.6\r\n does not have Counter in collections.\r\n \"\"\"\r\n results = {}\r\n for item in items:\r\n results[item] = results.get(item, 0) + 1\r\n return results\r\n\r\n\r\ndef iter_child_nodes(node, omit=None, _fields_order=_FieldsOrder()):\r\n \"\"\"\r\n Yield all direct child nodes of *node*, that is, all fields that\r\n are nodes and all items of fields that are lists of nodes.\r\n \"\"\"\r\n for name in _fields_order[node.__class__]:\r\n if name == omit:\r\n continue\r\n field = getattr(node, name, None)\r\n if isinstance(field, ast.AST):\r\n yield field\r\n elif isinstance(field, list):\r\n for item in field:\r\n yield item\r\n\r\n\r\n\n ... [101 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6aec42c6af54cc3a34d294f61a827b50bebc2cb6
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # Project Name: Auto Screenshot # Description: Take screenshot of screen when any change take place. # Author: Mani (Infinyte7) # Date: 26-10-2020 # License: MIT from pyscreenshot import grab from PIL import ImageChops import os import time import subprocess, sys from datetime import datetime import tkinter as tk from tkinter import * from tkinter import font class AutoScreenshot: def __init__(self, master): self.root = root root.title('Auto Screenshot') root.config(bg="white") fontRoboto = font.Font(family='Roboto', size=16, weight='bold') # project name label projectTitleLabel = Label(root, text="Auto Screenshot v1.0.0") projectTitleLabel.config(font=fontRoboto, bg="white", fg="#5599ff") projectTitleLabel.pack(padx="10") # start button btn_start = Button(root, text="Start", command=self.start) btn_start.config(highlightthickness=0, bd=0, fg="white", bg="#5fd38d", activebackground="#5fd38d", activeforeground="white", font=fontRoboto) btn_start.pack(padx="10", fill=BOTH) # close button btn_start = Button(root, text="Close", command=self.close) btn_start.config(highlightthickness=0, bd=0, fg="white", bg="#f44336", activebackground="#ff7043", activeforeground="white", font=fontRoboto) btn_start.pack(padx="10", pady="10", fill=BOTH) def start(self): # Create folder to store images directory = "Screenshots" self.new_folder = directory + "/" + datetime.now().strftime("%Y_%m_%d-%I_%M_%p") # all images to one folder if not os.path.exists(directory): os.makedirs(directory) # new folder for storing images for current session ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: if not os.path.exists(self.new_folder): os.makedirs(self.new_folder) # Run ScreenCords.py and get cordinates cords_point = subprocess.check_output([sys.executable, "GetScreenCoordinates.py", "-l"])
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advanced
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ui
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incomplete_code
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Pythoncode:Python
| 2
| 1
| 1,819
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Project Name: Auto Screenshot\n# Description: Take screenshot of screen when any change take place.\n# Author: Mani (Infinyte7)\n# Date: 26-10-2020\n# License: MIT\n\nfrom pyscreenshot import grab\nfrom PIL import ImageChops\n\nimport os\nimport time\nimport subprocess, sys\nfrom datetime import datetime\n\nimport tkinter as tk\nfrom tkinter import *\nfrom tkinter import font\n\n\nclass AutoScreenshot:\n def __init__(self, master):\n self.root = root\n \n root.title('Auto Screenshot')\n root.config(bg=\"white\")\n\n fontRoboto = font.Font(family='Roboto', size=16, weight='bold')\n\n # project name label \n projectTitleLabel = Label(root, text=\"Auto Screenshot v1.0.0\")\n projectTitleLabel.config(font=fontRoboto, bg=\"white\", fg=\"#5599ff\")\n projectTitleLabel.pack(padx=\"10\")\n\n # start button\n btn_start = Button(root, text=\"Start\", command=self.start)\n btn_start.config(highlightthickness=0, bd=0, fg=\"white\", bg=\"#5fd38d\",\n activebackground=\"#5fd38d\", activeforeground=\"white\", font=fontRoboto)\n btn_start.pack(padx=\"10\", fill=BOTH)\n\n # close button\n btn_start = Button(root, text=\"Close\", command=self.close)\n btn_start.config(highlightthickness=0, bd=0, fg=\"white\", bg=\"#f44336\",\n activebackground=\"#ff7043\", activeforeground=\"white\", font=fontRoboto)\n btn_start.pack(padx=\"10\", pady=\"10\", fill=BOTH)\n \n def start(self):\n # Create folder to store images\n directory = \"Screenshots\"\n self.new_folder = directory + \"/\" + datetime.now().strftime(\"%Y_%m_%d-%I_%M_%p\")\n\n # all images to one folder\n if not os.path.exists(directory):\n os.makedirs(directory)\n\n # new folder for storing images for current session\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n if not os.path.exists(self.new_folder):\n os.makedirs(self.new_folder)\n\n # Run ScreenCords.py and get cordinates\n cords_point = subprocess.check_output([sys.executable, \"GetScreenCoordinates.py\", \"-l\"])"}]
| true
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syntax
|
HARD_CUT
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CRITICAL
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6aed26d63f42531533566c9bcedcbe6f5289c5e4
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # 版权所有 2019 深圳米筐科技有限公司（下称“米筐科技”） # # 除非遵守当前许可，否则不得使用本软件。 # # * 非商业用途（非商业用途指个人出于非商业目的使用本软件，或者高校、研究所等非营利机构出于教育、科研等目的使用本软件）： # 遵守 Apache License 2.0（下称“Apache 2.0 许可”），您可以在以下位置获得 Apache 2.0 许可的副本：http://www.apache.org/licenses/LICENSE-2.0。 # 除非法律有要求或以书面形式达成协议，否则本软件分发时需保持当前许可“原样”不变，且不得附加任何条件。 # # * 商业用途（商业用途指个人出于任何商业目的使用本软件，或者法人或其他组织出于任何目的使用本软件）： # 未经米筐科技授权，任何个人不得出于任何商业目的使用本软件（包括但不限于向第三方提供、销售、出租、出借、转让本软件、本软件的衍生产品、引用或借鉴了本软件功能或源代码的产品或服务），任何法人或其他组织不得出于任何目的使用本软件，否则米筐科技有权追究相应的知识产权侵权责任。 # 在此前提下，对本软件的使用同样需要遵守 Apache 2.0 许可，Apache 2.0 许可与本许可冲突之处，以本许可为准。 # 详细的授权流程，请联系 public@ricequant.com 获取。 from datetime import datetime import logbook from logbook import Logger, StderrHandler from rqalpha.utils.py2 import to_utf8 logbook.set_datetime_format("local") # patch warn logbook.base._level_names[logbook.base.WARNING] = 'WARN' __all__ = [ "user_log", "system_log", "user_system_log", ] DATETIME_FORMAT = "%Y-%m-%d %H:%M:%S.%f" def user_std_handler_log_formatter(record, handler): from rqalpha.environment import Environment try: dt = Environment.get_instance().calendar_dt.strftime(DATETIME_FORMAT) except Exception: dt = datetime.now().strftime(DATETIME_FORMAT) log = "{dt} {level} {msg}".format( dt=dt, level=record.level_name, msg=to_utf8(record.message), ) return log user_std_handler = StderrHandler(bubble=True) user_std_handler.formatter = user_std_handler_log_formatter def formatter_builder(tag): def formatter(record, handler): log = "[{formatter_tag}] [{time}] {level}: {msg}".format( formatter_tag=tag, level=record.level_name, msg=to_utf8(record.message), time=record.time, ) if record.formatted_exception: log += "\n" + record.formatted_exception return log return formatter # loggers # 用户代码logger日志 user_log = Logger("user_log") # 给用户看的系统日志 user_system_log = Logger("user_system_log") # 用于用户异常的详细日志打印 user_detail_log = Logger("user_detail_log") # user_detail_log.handlers.append(StderrHandler(bubble=True)) # 系统日志 system_log = Logger("system_log") basic_system_log = Logger("basic_system_log") # 标准输出日志 std_log = Logger("std_log") def init_logger(): system_log.handlers = [StderrHandler(bubble=True)] basic_system_log.handlers = [StderrHandler(bubble=True)] std_log.handlers = [StderrHandler(bubble=True)] user_log.handlers = [] user_system_log.handlers = [] def user_print(*args, **kwargs): sep = kwargs.get("sep", " ") end = kwargs.get("end", "") message = sep.join(map(str, args)) + end user_log.info(message) init_logger()
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Code Review: ❌ Critical issues: Block at line 58 has no indented body ⚠️ Code quality: Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 40 Unexpected indentation at line 42 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 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 69 Unexpected indentation at line 70 Unexpected indentation at line 93 Unexpected indentation at line 94 Unexpected indentation at line 95 Unexpected indentation at line 96 Unexpected indentation at line 101 ✨ Improvements: Add docstring to function 'user_std_handler_log_formatter' Add docstring to function 'init_logger' Add docstring to function 'user_print' Line 7 too long (122 chars) - break into multiple lines Line 11 too long (144 chars) - break into multiple lines
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intermediate
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api
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code_review
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Pythoncode:Python
| 5
| 0
| 2,749
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# \u7248\u6743\u6240\u6709 2019 \u6df1\u5733\u7c73\u7b50\u79d1\u6280\u6709\u9650\u516c\u53f8\uff08\u4e0b\u79f0\u201c\u7c73\u7b50\u79d1\u6280\u201d\uff09\n#\n# \u9664\u975e\u9075\u5b88\u5f53\u524d\u8bb8\u53ef\uff0c\u5426\u5219\u4e0d\u5f97\u4f7f\u7528\u672c\u8f6f\u4ef6\u3002\n#\n# * \u975e\u5546\u4e1a\u7528\u9014\uff08\u975e\u5546\u4e1a\u7528\u9014\u6307\u4e2a\u4eba\u51fa\u4e8e\u975e\u5546\u4e1a\u76ee\u7684\u4f7f\u7528\u672c\u8f6f\u4ef6\uff0c\u6216\u8005\u9ad8\u6821\u3001\u7814\u7a76\u6240\u7b49\u975e\u8425\u5229\u673a\u6784\u51fa\u4e8e\u6559\u80b2\u3001\u79d1\u7814\u7b49\u76ee\u7684\u4f7f\u7528\u672c\u8f6f\u4ef6\uff09\uff1a\n# \u9075\u5b88 Apache License 2.0\uff08\u4e0b\u79f0\u201cApache 2.0 \u8bb8\u53ef\u201d\uff09\uff0c\u60a8\u53ef\u4ee5\u5728\u4ee5\u4e0b\u4f4d\u7f6e\u83b7\u5f97 Apache 2.0 \u8bb8\u53ef\u7684\u526f\u672c\uff1ahttp://www.apache.org/licenses/LICENSE-2.0\u3002\n# \u9664\u975e\u6cd5\u5f8b\u6709\u8981\u6c42\u6216\u4ee5\u4e66\u9762\u5f62\u5f0f\u8fbe\u6210\u534f\u8bae\uff0c\u5426\u5219\u672c\u8f6f\u4ef6\u5206\u53d1\u65f6\u9700\u4fdd\u6301\u5f53\u524d\u8bb8\u53ef\u201c\u539f\u6837\u201d\u4e0d\u53d8\uff0c\u4e14\u4e0d\u5f97\u9644\u52a0\u4efb\u4f55\u6761\u4ef6\u3002\n#\n# * \u5546\u4e1a\u7528\u9014\uff08\u5546\u4e1a\u7528\u9014\u6307\u4e2a\u4eba\u51fa\u4e8e\u4efb\u4f55\u5546\u4e1a\u76ee\u7684\u4f7f\u7528\u672c\u8f6f\u4ef6\uff0c\u6216\u8005\u6cd5\u4eba\u6216\u5176\u4ed6\u7ec4\u7ec7\u51fa\u4e8e\u4efb\u4f55\u76ee\u7684\u4f7f\u7528\u672c\u8f6f\u4ef6\uff09\uff1a\n# \u672a\u7ecf\u7c73\u7b50\u79d1\u6280\u6388\u6743\uff0c\u4efb\u4f55\u4e2a\u4eba\u4e0d\u5f97\u51fa\u4e8e\u4efb\u4f55\u5546\u4e1a\u76ee\u7684\u4f7f\u7528\u672c\u8f6f\u4ef6\uff08\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u5411\u7b2c\u4e09\u65b9\u63d0\u4f9b\u3001\u9500\u552e\u3001\u51fa\u79df\u3001\u51fa\u501f\u3001\u8f6c\u8ba9\u672c\u8f6f\u4ef6\u3001\u672c\u8f6f\u4ef6\u7684\u884d\u751f\u4ea7\u54c1\u3001\u5f15\u7528\u6216\u501f\u9274\u4e86\u672c\u8f6f\u4ef6\u529f\u80fd\u6216\u6e90\u4ee3\u7801\u7684\u4ea7\u54c1\u6216\u670d\u52a1\uff09\uff0c\u4efb\u4f55\u6cd5\u4eba\u6216\u5176\u4ed6\u7ec4\u7ec7\u4e0d\u5f97\u51fa\u4e8e\u4efb\u4f55\u76ee\u7684\u4f7f\u7528\u672c\u8f6f\u4ef6\uff0c\u5426\u5219\u7c73\u7b50\u79d1\u6280\u6709\u6743\u8ffd\u7a76\u76f8\u5e94\u7684\u77e5\u8bc6\u4ea7\u6743\u4fb5\u6743\u8d23\u4efb\u3002\n# \u5728\u6b64\u524d\u63d0\u4e0b\uff0c\u5bf9\u672c\u8f6f\u4ef6\u7684\u4f7f\u7528\u540c\u6837\u9700\u8981\u9075\u5b88 Apache 2.0 \u8bb8\u53ef\uff0cApache 2.0 \u8bb8\u53ef\u4e0e\u672c\u8bb8\u53ef\u51b2\u7a81\u4e4b\u5904\uff0c\u4ee5\u672c\u8bb8\u53ef\u4e3a\u51c6\u3002\n# \u8be6\u7ec6\u7684\u6388\u6743\u6d41\u7a0b\uff0c\u8bf7\u8054\u7cfb public@ricequant.com \u83b7\u53d6\u3002\n\nfrom datetime import datetime\nimport logbook\nfrom logbook import Logger, StderrHandler\n\nfrom rqalpha.utils.py2 import to_utf8\n\nlogbook.set_datetime_format(\"local\")\n\n\n# patch warn\nlogbook.base._level_names[logbook.base.WARNING] = 'WARN'\n\n\n__all__ = [\n \"user_log\",\n \"system_log\",\n \"user_system_log\",\n]\n\n\nDATETIME_FORMAT = \"%Y-%m-%d %H:%M:%S.%f\"\n\n\ndef user_std_handler_log_formatter(record, handler):\n from rqalpha.environment import Environment\n try:\n dt = Environment.get_instance().calendar_dt.strftime(DATETIME_FORMAT)\n except Exception:\n dt = datetime.now().strftime(DATETIME_FORMAT)\n\n log = \"{dt} {level} {msg}\".format(\n dt=dt,\n level=record.level_name,\n msg=to_utf8(record.message),\n )\n return log\n\n\nuser_std_handler = StderrHandler(bubble=True)\nuser_std_handler.formatter = user_std_handler_log_formatter\n\n\ndef formatter_builder(tag):\n def formatter(record, handler):\n\n log = \"[{formatter_tag}] [{time}] {level}: {msg}\".format(\n formatter_tag=tag,\n level=record.level_name,\n msg=to_utf8(record.message),\n time=record.time,\n )\n\n if record.formatted_exception:\n log += \"\\n\" + record.formatted_exception\n return log\n return formatter\n\n\n# loggers\n# \u7528\u6237\u4ee3\u7801logger\u65e5\u5fd7\nuser_log = Logger(\"user_log\")\n# \u7ed9\u7528\u6237\u770b\u7684\u7cfb\u7edf\u65e5\u5fd7\nuser_system_log = Logger(\"user_system_log\")\n\n# \u7528\u4e8e\u7528\u6237\u5f02\u5e38\u7684\u8be6\u7ec6\u65e5\u5fd7\u6253\u5370\nuser_detail_log = Logger(\"user_detail_log\")\n# user_detail_log.handlers.append(StderrHandler(bubble=True))\n\n# \u7cfb\u7edf\u65e5\u5fd7\nsystem_log = Logger(\"system_log\")\nbasic_system_log = Logger(\"basic_system_log\")\n\n# \u6807\u51c6\u8f93\u51fa\u65e5\u5fd7\nstd_log = Logger(\"std_log\")\n\n\ndef init_logger():\n system_log.handlers = [StderrHandler(bubble=True)]\n basic_system_log.handlers = [StderrHandler(bubble=True)]\n std_log.handlers = [StderrHandler(bubble=True)]\n user_log.handlers = []\n user_system_log.handlers = []\n\n\ndef user_print(*args, **kwargs):\n sep = kwargs.get(\"sep\", \" \")\n end = kwargs.get(\"end\", \"\")\n\n message = sep.join(map(str, args)) + end\n\n user_log.info(message)\n\n\ninit_logger()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 58 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 40\n Unexpected indentation at line 42\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\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 69\n Unexpected indentation at line 70\n Unexpected indentation at line 93\n Unexpected indentation at line 94\n Unexpected indentation at line 95\n Unexpected indentation at line 96\n Unexpected indentation at line 101\n\n\u2728 Improvements:\n Add docstring to function 'user_std_handler_log_formatter'\n Add docstring to function 'init_logger'\n Add docstring to function 'user_print'\n Line 7 too long (122 chars) - break into multiple lines\n Line 11 too long (144 chars) - break into multiple lines"}]
| false
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6aed847e420c882fffa9edfe88238102ee06ac09
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- def __virtual__(): ''' Load module only if cx_Oracle installed ''' return __virtualname__ if HAS_CX_ORACLE else False def _cx_oracle_req(): ''' Fallback function stub ''' return 'Need "cx_Oracle" and Oracle Client installed for this functin exist' def _unicode_output(cursor, name, default_type, size, precision, scale): ''' Return strings values as python unicode string http://www.oracle.com/technetwork/articles/dsl/tuininga-cx-oracle-084866.html ''' if default_type in (cx_Oracle.STRING, cx_Oracle.LONG_STRING, cx_Oracle.FIXED_CHAR, cx_Oracle.CLOB): return cursor.var(unicode, size, cursor.arraysize) def _connect(uri): ''' uri = user/password@host[:port]/sid[ as {sysdba|sysoper}] Return cx_Oracle.Connection instance ''' # cx_Oracle.Connection() not support 'as sysdba' syntax uri_l = uri.rsplit(' as ', 1) if len(uri_l) == 2: credentials, mode = uri_l mode = MODE[mode] else: credentials = uri_l[0] mode = 0
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 Fix: Complete the truncated code structure
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advanced
|
api
|
error_detection
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Pythoncode:Python
| 6
| 0
| 1,094
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef __virtual__():\n '''\n Load module only if cx_Oracle installed\n '''\n return __virtualname__ if HAS_CX_ORACLE else False\n\n\ndef _cx_oracle_req():\n '''\n Fallback function stub\n '''\n return 'Need \"cx_Oracle\" and Oracle Client installed for this functin exist'\n\n\ndef _unicode_output(cursor, name, default_type, size, precision, scale):\n '''\n Return strings values as python unicode string\n\n http://www.oracle.com/technetwork/articles/dsl/tuininga-cx-oracle-084866.html\n '''\n if default_type in (cx_Oracle.STRING, cx_Oracle.LONG_STRING,\n cx_Oracle.FIXED_CHAR, cx_Oracle.CLOB):\n return cursor.var(unicode, size, cursor.arraysize)\n\n\ndef _connect(uri):\n '''\n uri = user/password@host[:port]/sid[ as {sysdba|sysoper}]\n\n Return cx_Oracle.Connection instance\n '''\n # cx_Oracle.Connection() not support 'as sysdba' syntax\n uri_l = uri.rsplit(' as ', 1)\n if len(uri_l) == 2:\n credentials, mode = uri_l\n mode = MODE[mode]\n else:\n credentials = uri_l[0]\n mode = 0"}, {"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 3\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6aee73a3b8946a07512f9eca678734d10d671560
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import base64 import operator import struct import time import pytest import six import consul import consul.std class TestHTTPClient(object): def test_uri(self): http = consul.std.HTTPClient() assert http.uri('/v1/kv') == 'http://127.0.0.1:8500/v1/kv' assert http.uri('/v1/kv', params={'index': 1}) == \ 'http://127.0.0.1:8500/v1/kv?index=1' class TestConsul(object): def test_kv(self, consul_port): c = consul.Consul(port=consul_port) index, data = c.kv.get('foo') assert data is None assert c.kv.put('foo', 'bar') is True index, data = c.kv.get('foo') assert data['Value'] == six.b('bar') def test_kv_wait(self, consul_port): c = consul.Consul(port=consul_port) assert c.kv.put('foo', 'bar') is True index, data = c.kv.get('foo') check, data = c.kv.get('foo', index=index, wait='20ms') assert index == check def test_kv_encoding(self, consul_port): c = consul.Consul(port=consul_port) # test binary c.kv.put('foo', struct.pack('i', 1000)) index, data = c.kv.get('foo') assert struct.unpack('i', data['Value']) == (1000,) # test unicode c.kv.put('foo', u'bar') index, data = c.kv.get('foo') assert data['Value'] == six.b('bar') # test empty-string comes back as `None` c.kv.put('foo', '') index, data = c.kv.get('foo') assert data['Value'] is None # test None c.kv.put('foo', None) index, data = c.kv.get('foo') assert data['Value'] is None # check unencoded values raises assert pytest.raises(AssertionError, c.kv.put, 'foo', {1: 2}) def test_kv_put_cas(self, consul_port): c = consul.Consul(port=consul_port) assert c.kv.put('foo', 'bar', cas=50) is False assert c.kv.put('foo', 'bar', cas=0) is True index, data = c.kv.get('foo') assert c.kv.put('foo', 'bar2', cas=data['ModifyIndex']-1) is False assert c.kv.put('foo', 'bar2', cas=data['ModifyIndex']) is True index, data = c.kv.get('foo') assert data['Value'] == six.b('bar2') def test_kv_put_flags(self, consul_port): c = consul.Consul(port=consul_port) c.kv.put('foo', 'bar') index, data = c.kv.get('foo') assert data['Flags'] == 0 assert c.kv.put('foo', 'bar', flags=50) is True index, data = c.kv.get('foo') assert data['Flags'] == 50 ... [36 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 85: ... [36 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 24 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 6
| 2
| 2,582
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport base64\nimport operator\nimport struct\nimport time\n\nimport pytest\nimport six\n\nimport consul\nimport consul.std\n\n\nclass TestHTTPClient(object):\n def test_uri(self):\n http = consul.std.HTTPClient()\n assert http.uri('/v1/kv') == 'http://127.0.0.1:8500/v1/kv'\n assert http.uri('/v1/kv', params={'index': 1}) == \\\n 'http://127.0.0.1:8500/v1/kv?index=1'\n\n\nclass TestConsul(object):\n def test_kv(self, consul_port):\n c = consul.Consul(port=consul_port)\n index, data = c.kv.get('foo')\n assert data is None\n assert c.kv.put('foo', 'bar') is True\n index, data = c.kv.get('foo')\n assert data['Value'] == six.b('bar')\n\n def test_kv_wait(self, consul_port):\n c = consul.Consul(port=consul_port)\n assert c.kv.put('foo', 'bar') is True\n index, data = c.kv.get('foo')\n check, data = c.kv.get('foo', index=index, wait='20ms')\n assert index == check\n\n def test_kv_encoding(self, consul_port):\n c = consul.Consul(port=consul_port)\n\n # test binary\n c.kv.put('foo', struct.pack('i', 1000))\n index, data = c.kv.get('foo')\n assert struct.unpack('i', data['Value']) == (1000,)\n\n # test unicode\n c.kv.put('foo', u'bar')\n index, data = c.kv.get('foo')\n assert data['Value'] == six.b('bar')\n\n # test empty-string comes back as `None`\n c.kv.put('foo', '')\n index, data = c.kv.get('foo')\n assert data['Value'] is None\n\n # test None\n c.kv.put('foo', None)\n index, data = c.kv.get('foo')\n assert data['Value'] is None\n\n # check unencoded values raises assert\n pytest.raises(AssertionError, c.kv.put, 'foo', {1: 2})\n\n def test_kv_put_cas(self, consul_port):\n c = consul.Consul(port=consul_port)\n assert c.kv.put('foo', 'bar', cas=50) is False\n assert c.kv.put('foo', 'bar', cas=0) is True\n index, data = c.kv.get('foo')\n\n assert c.kv.put('foo', 'bar2', cas=data['ModifyIndex']-1) is False\n assert c.kv.put('foo', 'bar2', cas=data['ModifyIndex']) is True\n index, data = c.kv.get('foo')\n assert data['Value'] == six.b('bar2')\n\n def test_kv_put_flags(self, consul_port):\n c = consul.Consul(port=consul_port)\n c.kv.put('foo', 'bar')\n index, data = c.kv.get('foo')\n assert data['Flags'] == 0\n\n assert c.kv.put('foo', 'bar', flags=50) is True\n index, data = c.kv.get('foo')\n assert data['Flags'] == 50\n\n\n ... [36 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 85: ... [36 more functiondefs truncated] ...\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 24\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
6aef1e728fe8745d27da0badcde01e88381bd9b3
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import math def is_prime(n): if n == 1: return False if n % 2 == 0 and n > 2: return False return all(n % i for i in range(3, int(math.sqrt(n))+1,2)) tot = 1 dia = 0 for side_length in range(3,100001,2): hi = side_length**2 for i in range(4): if is_prime(hi-i*side_length+i): dia = dia+1 tot = tot+4 if dia/tot < 0.1: print(side_length) break
|
Functions: is_prime This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 385
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport math\r\n\r\ndef is_prime(n):\r\n\tif n == 1:\r\n\t\treturn False\r\n\tif n % 2 == 0 and n > 2:\r\n\t\treturn False\r\n\treturn all(n % i for i in range(3, int(math.sqrt(n))+1,2))\r\n\r\ntot = 1\r\ndia = 0\r\nfor side_length in range(3,100001,2):\r\n\thi = side_length**2\r\n\tfor i in range(4):\r\n\t\tif is_prime(hi-i*side_length+i):\r\n\t\t\tdia = dia+1\r\n\ttot = tot+4\r\n\tif dia/tot < 0.1:\r\n\t\tprint(side_length)\r\n\t\tbreak"}, {"role": "assistant", "content": " Functions: is_prime\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6af148a08a578a5383b105b30ec3598b62b9c1f1
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: task = ''' Реализовать проект расчета суммарного расхода ткани на производство одежды. Основная сущность (класс) этого проекта — одежда, которая может иметь определенное название. К типам одежды в этом проекте относятся пальто и костюм. У этих типов одежды существуют параметры: размер (для пальто) и рост (для костюма). Это могут быть обычные числа: V и H, соответственно. Для определения расхода ткани по каждому типу одежды использовать формулы: для пальто (V/6.5 + 0.5), для костюма (2 * H + 0.3). Проверить работу этих методов на реальных данных. Реализовать общий подсчет расхода ткани. Проверить на практике полученные на этом уроке знания: реализовать абстрактные классы для основных классов проекта, проверить на практике работу декоратора @property. ''' class Clothes: @property def need_material(self): raise NotImplementedError("Необходимо переопределить метод") class Costume(Clothes): def __init__(self, v): self.v = v @property def need_material(self): return (self.v / 6.5 + 0.5) class Coat(Clothes): def __init__(self, h): self.h = h @property def need_material(self): return (2 * self.h + 0.3) if __name__ == '__main__': print(task) objects = [ 231, 22, Coat(32), 'test', True, Costume(87), Coat(32) ] need_material = 0 for obj in objects: if isinstance(obj, Clothes): need_material += obj.need_material print(need_material)
|
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 29 Unexpected indentation at line 38 Unexpected indentation at line 46 💡 Suggestions: Add closing quote at line 1 Add docstring to class 'Clothes' Add docstring to class 'Costume'
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 5
| 3
| 1,530
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ntask = '''\n\u0420\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0435\u043a\u0442 \u0440\u0430\u0441\u0447\u0435\u0442\u0430 \u0441\u0443\u043c\u043c\u0430\u0440\u043d\u043e\u0433\u043e \u0440\u0430\u0441\u0445\u043e\u0434\u0430 \u0442\u043a\u0430\u043d\u0438 \u043d\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043e\u0434\u0435\u0436\u0434\u044b.\n\u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u044c (\u043a\u043b\u0430\u0441\u0441) \u044d\u0442\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u2014 \u043e\u0434\u0435\u0436\u0434\u0430, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0438\u043c\u0435\u0442\u044c\n\u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0435 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435. \u041a \u0442\u0438\u043f\u0430\u043c \u043e\u0434\u0435\u0436\u0434\u044b \u0432 \u044d\u0442\u043e\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u043e\u0442\u043d\u043e\u0441\u044f\u0442\u0441\u044f \u043f\u0430\u043b\u044c\u0442\u043e \u0438 \u043a\u043e\u0441\u0442\u044e\u043c.\n\n\u0423 \u044d\u0442\u0438\u0445 \u0442\u0438\u043f\u043e\u0432 \u043e\u0434\u0435\u0436\u0434\u044b \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0442 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b: \u0440\u0430\u0437\u043c\u0435\u0440 (\u0434\u043b\u044f \u043f\u0430\u043b\u044c\u0442\u043e) \u0438 \u0440\u043e\u0441\u0442 (\u0434\u043b\u044f \u043a\u043e\u0441\u0442\u044e\u043c\u0430).\n\u042d\u0442\u043e \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u043e\u0431\u044b\u0447\u043d\u044b\u0435 \u0447\u0438\u0441\u043b\u0430: V \u0438 H, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e.\n\n\u0414\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0440\u0430\u0441\u0445\u043e\u0434\u0430 \u0442\u043a\u0430\u043d\u0438 \u043f\u043e \u043a\u0430\u0436\u0434\u043e\u043c\u0443 \u0442\u0438\u043f\u0443 \u043e\u0434\u0435\u0436\u0434\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u043e\u0440\u043c\u0443\u043b\u044b:\n\u0434\u043b\u044f \u043f\u0430\u043b\u044c\u0442\u043e (V/6.5 + 0.5), \u0434\u043b\u044f \u043a\u043e\u0441\u0442\u044e\u043c\u0430 (2 * H + 0.3). \u041f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 \u044d\u0442\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432\n\u043d\u0430 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445.\n\u0420\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u043e\u0431\u0449\u0438\u0439 \u043f\u043e\u0434\u0441\u0447\u0435\u0442 \u0440\u0430\u0441\u0445\u043e\u0434\u0430 \u0442\u043a\u0430\u043d\u0438. \u041f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435\n\u043d\u0430 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u0437\u043d\u0430\u043d\u0438\u044f: \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0430\u0431\u0441\u0442\u0440\u0430\u043a\u0442\u043d\u044b\u0435 \u043a\u043b\u0430\u0441\u0441\u044b \u0434\u043b\u044f \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043a\u043b\u0430\u0441\u0441\u043e\u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0430,\n\u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u0440\u0430\u0431\u043e\u0442\u0443 \u0434\u0435\u043a\u043e\u0440\u0430\u0442\u043e\u0440\u0430 @property.\n'''\n\n\nclass Clothes:\n @property\n def need_material(self):\n raise NotImplementedError(\"\u041d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u0435\u0440\u0435\u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u043c\u0435\u0442\u043e\u0434\")\n\n\nclass Costume(Clothes):\n def __init__(self, v):\n self.v = v\n\n @property\n def need_material(self):\n return (self.v / 6.5 + 0.5)\n\n\nclass Coat(Clothes):\n def __init__(self, h):\n self.h = h\n\n @property\n def need_material(self):\n return (2 * self.h + 0.3)\n\n\nif __name__ == '__main__':\n print(task)\n\n objects = [\n 231,\n 22,\n Coat(32),\n 'test',\n True,\n Costume(87),\n Coat(32)\n ]\n\n need_material = 0\n for obj in objects:\n if isinstance(obj, Clothes):\n need_material += obj.need_material\n\n print(need_material)"}, {"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 29\n Unexpected indentation at line 38\n Unexpected indentation at line 46\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Add docstring to class 'Clothes'\n Add docstring to class 'Costume'"}]
| false
| null | null | null |
6af16d0caa3aded0dbc0cbf9957a4f9e9107ae10
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import urllib2 import json import time from core.helpers.decorator import Cached from core.helpers.config import config from core.helpers.logger import log, LogLevel @Cached def __request(request): log('Send Fanart Request: ' + request.replace(config.fanart.api_key, 'XXX'), 'DEBUG') headers = {'Accept': 'application/json'} _request = urllib2.Request(request, headers=headers) response_body = urllib2.urlopen(_request).read() result = json.loads(response_body) return result def _get(video_type, movie_id, output_format='JSON'): req = '{0}{1}/{2}/{3}/{4}'.format(config.fanart.url_base, video_type, config.fanart.api_key, movie_id, output_format) try_again = True n = 0 while try_again and n < 10: try: return __request(req) except urllib2.HTTPError: n += 1 try_again = True log('Ooops.. FanartTV Error - Try again', LogLevel.Warning) time.sleep(2) def get_movie(tmdb_id): return _get(video_type='movie', movie_id=tmdb_id) def get_show(tvdb_id): return _get(video_type='series', movie_id=tvdb_id)
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 15 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
api
|
syntax_repair
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Pythoncode:Python
| 4
| 0
| 1,168
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport urllib2\nimport json\nimport time\n\nfrom core.helpers.decorator import Cached\nfrom core.helpers.config import config\nfrom core.helpers.logger import log, LogLevel\n\n\n@Cached\ndef __request(request):\n log('Send Fanart Request: ' + request.replace(config.fanart.api_key, 'XXX'), 'DEBUG')\nheaders = {'Accept': 'application/json'}\n\n _request = urllib2.Request(request, headers=headers)\n response_body = urllib2.urlopen(_request).read()\n result = json.loads(response_body)\n\n return result\n\n\ndef _get(video_type, movie_id, output_format='JSON'):\n req = '{0}{1}/{2}/{3}/{4}'.format(config.fanart.url_base, video_type,\n config.fanart.api_key, movie_id, output_format)\n try_again = True\n n = 0\n while try_again and n < 10:\n try:\n return __request(req)\n except urllib2.HTTPError:\n n += 1\n try_again = True\n log('Ooops.. FanartTV Error - Try again', LogLevel.Warning)\n time.sleep(2)\n\n\ndef get_movie(tmdb_id):\n return _get(video_type='movie', movie_id=tmdb_id)\n\n\ndef get_show(tvdb_id):\n return _get(video_type='series', movie_id=tvdb_id)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 15\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
0a7357e7ea86e6139bf2479d07ddffa8fab66e70
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from math import log10, sqrt import cv2 import numpy as np def PSNR(original, compressed): ''' Calculates the Peak signal to noise ratio between a ground truth image or predicted image. see https://www.geeksforgeeks.org/python-peak-signal-to-noise-ratio-psnr/ for reference Parameters ---------- true image (cv2 image) predicted image (cv2 image) Returns ------- PSNR score ''' mse = np.mean((original - compressed) ** 2) if(mse == 0): # MSE is zero means no noise is present in the signal . # Therefore PSNR have no importance. return 100 max_pixel = 255.0 psnr = 20 * log10(max_pixel / sqrt(mse)) return psnr def colourfulnessMetric(img): """ Created on Mon Nov 15 10:55:16 2021 @author: Yucheng Parameters ---------- img : cv2 RGB image Returns ------- M : colourness metric ----------------------------- |not colourful | 0 | |slightly colorful | 15 | |moderately colourful | 33 | |averagely colourful | 45 | |quite colourful | 59 | |highly colourful | 82 | |extremely colourful | 109 | ----------------------------- """ # Get RGB components R,G,B = cv2.split(img.astype("float")) # colourfulness metric from Hasler et al., section 7 rg = R - G yb = (1/2) * (R+G) - B sigma_rgyb = np.sqrt(np.var(rg) + np.var(yb)) mu_rgyb = np.sqrt(np.mean(rg)**2 + np.mean(yb)**2) M = sigma_rgyb + 0.3 * mu_rgyb return M def main(): import matplotlib.pyplot as plt original = cv2.imread("test_imgs/original_image.png") compressed = cv2.imread("test_imgs/compressed_image1.png", 1) value = PSNR(original, compressed) print(f"PSNR value is {value} dB") img2 = cv2.imread("rainbow.jpg") # opens as BGR img2 = cv2.cvtColor(img2, cv2.COLOR_BGR2RGB) plt.imshow(img2[:,:,:]) plt.show() M = colourfulnessMetric(img2) print(M) if __name__ == "__main__": main()
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 7 Buggy code: Calculates the Peak signal to noise ratio between a ground truth image or predicted image. Should be: Calculates the Peak signal to noise ratio between a ground truth image and predicted image. Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
intermediate
|
testing
|
logical_errors
|
Pythoncode:Python
| 3
| 0
| 2,095
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom math import log10, sqrt\nimport cv2\nimport numpy as np\n\ndef PSNR(original, compressed):\n '''\n Calculates the Peak signal to noise ratio between a ground truth image or predicted image.\n \n see https://www.geeksforgeeks.org/python-peak-signal-to-noise-ratio-psnr/ \n for reference\n\n Parameters\n ----------\n true image (cv2 image)\n predicted image (cv2 image)\n \n Returns\n -------\n PSNR score\n '''\n mse = np.mean((original - compressed) ** 2)\n if(mse == 0): # MSE is zero means no noise is present in the signal .\n # Therefore PSNR have no importance.\n return 100\n max_pixel = 255.0\n psnr = 20 * log10(max_pixel / sqrt(mse))\n return psnr\n\ndef colourfulnessMetric(img):\n \"\"\"\n Created on Mon Nov 15 10:55:16 2021\n\n @author: Yucheng\n\n Parameters\n ----------\n img : cv2 RGB image\n\n Returns\n -------\n M : colourness metric\n -----------------------------\n |not colourful | 0 |\n |slightly colorful | 15 |\n |moderately colourful | 33 | \n |averagely colourful | 45 | \n |quite colourful | 59 |\n |highly colourful | 82 |\n |extremely colourful | 109 |\n -----------------------------\n \n \"\"\"\n # Get RGB components\n R,G,B = cv2.split(img.astype(\"float\"))\n \n # colourfulness metric from Hasler et al., section 7\n rg = R - G\n yb = (1/2) * (R+G) - B\n \n sigma_rgyb = np.sqrt(np.var(rg) + np.var(yb))\n mu_rgyb = np.sqrt(np.mean(rg)**2 + np.mean(yb)**2)\n \n M = sigma_rgyb + 0.3 * mu_rgyb\n \n return M\n\ndef main():\n import matplotlib.pyplot as plt\n original = cv2.imread(\"test_imgs/original_image.png\")\n compressed = cv2.imread(\"test_imgs/compressed_image1.png\", 1)\n value = PSNR(original, compressed)\n print(f\"PSNR value is {value} dB\")\n\n\n img2 = cv2.imread(\"rainbow.jpg\") # opens as BGR\n img2 = cv2.cvtColor(img2, cv2.COLOR_BGR2RGB)\n\n plt.imshow(img2[:,:,:])\n plt.show()\n\n M = colourfulnessMetric(img2)\n print(M)\n \nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 7\n\n Buggy code:\n Calculates the Peak signal to noise ratio between a ground truth image or predicted image.\n\n Should be:\n Calculates the Peak signal to noise ratio between a ground truth image and predicted image.\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
0a73919f13735ea63c30a1b71cb346f2f001cba6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """Test insight model is working the way it should.""" import pytest from django.core.exceptions import ValidationError from django.db import DataError from .factories import InsightFactory pytestmark = pytest.mark.django_db def test_create_new_fake_visitor_instance_using_factory(visitor): pass def test_create_new_instance_using_model_factory(insight): pass def test_fake_instance_is_valid(insight): # Should not raise ValidationError insight.full_clean() def test_fake_instance_have_right_fields(insight): assert isinstance(insight.id, int) assert insight.time is not None def test_invalid_ip_address(): with pytest.raises(DataError): InsightFactory(visitor__ip_address="invalid ip") def test_valid_fake_ip_v6_address(faker): InsightFactory(visitor__ip_address=faker.ipv6())
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 26
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 6
| 0
| 832
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"Test insight model is working the way it should.\"\"\"\nimport pytest\nfrom django.core.exceptions import ValidationError\nfrom django.db import DataError\n\nfrom .factories import InsightFactory\n\npytestmark = pytest.mark.django_db\n\n\ndef test_create_new_fake_visitor_instance_using_factory(visitor):\n pass\n\n\ndef test_create_new_instance_using_model_factory(insight):\n pass\n\n\ndef test_fake_instance_is_valid(insight):\n # Should not raise ValidationError\n insight.full_clean()\n\n\ndef test_fake_instance_have_right_fields(insight):\n assert isinstance(insight.id, int)\n assert insight.time is not None\n\n\ndef test_invalid_ip_address():\n with pytest.raises(DataError):\n InsightFactory(visitor__ip_address=\"invalid ip\")\n\n\ndef test_valid_fake_ip_v6_address(faker):\n InsightFactory(visitor__ip_address=faker.ipv6())"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 26"}]
| false
| null | null | null |
0a750b96f7d83d3d539bea6b3d201533cd437b4f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import subprocess def collect_test_suites_from_codeceptjs_dryrun(): my_env = os.environ.copy() bashCommand = "npx codeceptjs dry-run" process = subprocess.Popen( bashCommand.split(), stdout=subprocess.PIPE, stderr=subprocess.PIPE, env=my_env ) output, error = process.communicate() test_suites = [] for line in output.splitlines(): line = line.decode("utf-8") # print(f'### line: {line}') # ignore pre-release test suites if "pre-release" in line: continue elif ".js" in line: full_path_to_test_js = line.split("/") suite_folder = full_path_to_test_js[-2] # print(f'## suite_folder: {suite_folder}') test_script = full_path_to_test_js[-1] # print(f'## test_script: {test_script}') test_script_without_extension = test_script[0 : test_script.index(".")] test_suite = f"test-{suite_folder}-{test_script_without_extension}" test_suites.append(test_suite) return test_suites def main(): test_suites = collect_test_suites_from_codeceptjs_dryrun() for ts in test_suites: if ts not in test_suites_that_cant_run_in_parallel: print(ts) # print(f"## ## test_suites: {test_suites}") # print(f"## test_suites size: {len(test_suites)}") if __name__ == "__main__": main()
|
Functions: collect_test_suites_from_codeceptjs_dryrun, main This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,409
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nimport subprocess\n\ndef collect_test_suites_from_codeceptjs_dryrun():\n my_env = os.environ.copy()\n bashCommand = \"npx codeceptjs dry-run\"\n process = subprocess.Popen(\n bashCommand.split(), stdout=subprocess.PIPE, stderr=subprocess.PIPE, env=my_env\n )\n output, error = process.communicate()\n\n test_suites = []\n\n for line in output.splitlines():\n line = line.decode(\"utf-8\")\n # print(f'### line: {line}')\n\n # ignore pre-release test suites\n if \"pre-release\" in line:\n continue\n elif \".js\" in line:\n full_path_to_test_js = line.split(\"/\")\n\n suite_folder = full_path_to_test_js[-2]\n # print(f'## suite_folder: {suite_folder}')\n test_script = full_path_to_test_js[-1]\n # print(f'## test_script: {test_script}')\n test_script_without_extension = test_script[0 : test_script.index(\".\")]\n\n test_suite = f\"test-{suite_folder}-{test_script_without_extension}\"\n test_suites.append(test_suite)\n\n return test_suites\n\n\ndef main():\n test_suites = collect_test_suites_from_codeceptjs_dryrun()\n\n for ts in test_suites:\n if ts not in test_suites_that_cant_run_in_parallel:\n print(ts)\n\n # print(f\"## ## test_suites: {test_suites}\")\n # print(f\"## test_suites size: {len(test_suites)}\")\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Functions: collect_test_suites_from_codeceptjs_dryrun, main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0a7533a2a833e21052e44904ba80f9df53fd03e4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from lib.utils.plugin import import_plugin from .base_executor import parse_exception from .executors.hive import HiveQueryExecutor from .executors.presto import PrestoQueryExecutor from .executors.sqlalchemy import ( MysqlQueryExecutor, DruidQueryExecutor, SqliteQueryExecutor, SnowflakeQueryExecutor, ) from .executors.bigquery import BigQueryQueryExecutor ALL_PLUGIN_EXECUTORS = import_plugin("executor_plugin", "ALL_PLUGIN_EXECUTORS", []) ALL_EXECUTORS = [ HiveQueryExecutor, PrestoQueryExecutor, MysqlQueryExecutor, DruidQueryExecutor, SqliteQueryExecutor, BigQueryQueryExecutor, SnowflakeQueryExecutor, ] + ALL_PLUGIN_EXECUTORS def get_executor_class(language: str, name: str): for executor in ALL_EXECUTORS: if ( executor.EXECUTOR_LANGUAGE() == language and executor.EXECUTOR_NAME() == name ): return executor raise ValueError(f"Unknown executor {name} with language {language}") # Re-export parse_exception parse_exception
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • IndentationError at line 37 Fix: Fix indentation to match Python syntax rules
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,043
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom lib.utils.plugin import import_plugin\nfrom .base_executor import parse_exception\n\nfrom .executors.hive import HiveQueryExecutor\nfrom .executors.presto import PrestoQueryExecutor\nfrom .executors.sqlalchemy import (\n MysqlQueryExecutor,\n DruidQueryExecutor,\n SqliteQueryExecutor,\n SnowflakeQueryExecutor,\n)\nfrom .executors.bigquery import BigQueryQueryExecutor\n\n\nALL_PLUGIN_EXECUTORS = import_plugin(\"executor_plugin\", \"ALL_PLUGIN_EXECUTORS\", [])\n\n\nALL_EXECUTORS = [\n HiveQueryExecutor,\n PrestoQueryExecutor,\n MysqlQueryExecutor,\n DruidQueryExecutor,\nSqliteQueryExecutor,\n BigQueryQueryExecutor,\n SnowflakeQueryExecutor,\n] + ALL_PLUGIN_EXECUTORS\n\n\ndef get_executor_class(language: str, name: str):\n for executor in ALL_EXECUTORS:\n if (\n executor.EXECUTOR_LANGUAGE() == language\n and executor.EXECUTOR_NAME() == name\n ):\n return executor\n\n raise ValueError(f\"Unknown executor {name} with language {language}\")\n\n\n# Re-export parse_exception\nparse_exception"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 IndentationError at line 37\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
0a7597366e4cc059f4fa32bc7a905bc75e50266d
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import itertools import random import re from contextlib import suppress from disnake import Embed, NotFound from disnake.ext.commands import Cog, Context, command from disnake.utils import escape_markdown from bot.bot import Bot from bot.constants import Colours, NEGATIVE_REPLIES, RedirectOutput from bot.log import get_logger from bot.utils.messages import wait_for_deletion class PyPi(Cog): """Cog for getting information about PyPi packages.""" def __init__(self, bot: Bot): self.bot = bot @command(name="pypi", aliases=("package", "pack", "pip")) async def get_package_info(self, ctx: Context, package: str) -> None: """Provide information about a specific package from PyPI.""" embed = Embed(title=random.choice(NEGATIVE_REPLIES), colour=Colours.soft_red) embed.set_thumbnail(url=PYPI_ICON) error = True if characters := re.search(ILLEGAL_CHARACTERS, package): embed.description = f"Illegal character(s) passed into command: '{escape_markdown(characters.group(0))}'" else: async with self.bot.http_session.get(URL.format(package=package)) as response: if response.status == 404: embed.description = "Package could not be found." elif response.status == 200 and response.content_type == "application/json": response_json = await response.json() info = response_json["info"] embed.title = f"{info['name']} v{info['version']}" embed.url = info["package_url"] embed.colour = next(PYPI_COLOURS) summary = escape_markdown(info["summary"])
|
# Summary could be completely empty, or just whitespace. if summary and not summary.isspace(): embed.description = summary else: embed.description = "No summary provided." error = False else: embed.description = "There was an error when fetching your PyPi package." log.trace(f"Error when fetching PyPi package: {response.status}.") if error: error_message = await ctx.send(embed=embed) await wait_for_deletion(error_message, (ctx.author.id,), timeout=INVALID_INPUT_DELETE_DELAY) # Make sure that we won't cause a ghost-ping by deleting the message if not (ctx.message.mentions or ctx.message.role_mentions): with suppress(NotFound): await ctx.message.delete() await error_message.delete() else: await ctx.send(embed=embed) def setup(bot: Bot) -> None: """Load the PyPi cog.""" bot.add_cog(PyPi(bot))
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 2,853
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport itertools\nimport random\nimport re\nfrom contextlib import suppress\n\nfrom disnake import Embed, NotFound\nfrom disnake.ext.commands import Cog, Context, command\nfrom disnake.utils import escape_markdown\n\nfrom bot.bot import Bot\nfrom bot.constants import Colours, NEGATIVE_REPLIES, RedirectOutput\nfrom bot.log import get_logger\nfrom bot.utils.messages import wait_for_deletion\n\nclass PyPi(Cog):\n \"\"\"Cog for getting information about PyPi packages.\"\"\"\n\n def __init__(self, bot: Bot):\n self.bot = bot\n\n @command(name=\"pypi\", aliases=(\"package\", \"pack\", \"pip\"))\n async def get_package_info(self, ctx: Context, package: str) -> None:\n \"\"\"Provide information about a specific package from PyPI.\"\"\"\n embed = Embed(title=random.choice(NEGATIVE_REPLIES), colour=Colours.soft_red)\n embed.set_thumbnail(url=PYPI_ICON)\n\n error = True\n\n if characters := re.search(ILLEGAL_CHARACTERS, package):\n embed.description = f\"Illegal character(s) passed into command: '{escape_markdown(characters.group(0))}'\"\n\n else:\n async with self.bot.http_session.get(URL.format(package=package)) as response:\n if response.status == 404:\n embed.description = \"Package could not be found.\"\n\n elif response.status == 200 and response.content_type == \"application/json\":\n response_json = await response.json()\n info = response_json[\"info\"]\n\n embed.title = f\"{info['name']} v{info['version']}\"\n\n embed.url = info[\"package_url\"]\n embed.colour = next(PYPI_COLOURS)\n\n summary = escape_markdown(info[\"summary\"])"}, {"role": "assistant", "content": "\n\n # Summary could be completely empty, or just whitespace.\n if summary and not summary.isspace():\n embed.description = summary\n else:\n embed.description = \"No summary provided.\"\n\n error = False\n\n else:\n embed.description = \"There was an error when fetching your PyPi package.\"\n log.trace(f\"Error when fetching PyPi package: {response.status}.\")\n\n if error:\n error_message = await ctx.send(embed=embed)\n await wait_for_deletion(error_message, (ctx.author.id,), timeout=INVALID_INPUT_DELETE_DELAY)\n\n # Make sure that we won't cause a ghost-ping by deleting the message\n if not (ctx.message.mentions or ctx.message.role_mentions):\n with suppress(NotFound):\n await ctx.message.delete()\n await error_message.delete()\n\n else:\n await ctx.send(embed=embed)\n\n\ndef setup(bot: Bot) -> None:\n \"\"\"Load the PyPi cog.\"\"\"\n bot.add_cog(PyPi(bot))"}]
| false
| null | null | null |
0a7705eb0f14b8b24300a2a99d4b3ece8aed7a37
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from functools import wraps from flask import abort from flask_login import current_user from .models import Permission <<<<<<< HEAD def permission_required(permission): def decorator(f): @wraps(f) def decorated_function(*args, **kwargs): if not current_user.can(permission): abort(403) return f(*args, **kwargs) return decorated_function return decorator def admin_required(f): return permission_required(Permission.ADMINISTER)(f) ======= def permission_required(permission): def decorator(f): @wraps(f) def decorated_function(*args,**kwargs): if not current_user.can(permission): abort(403) return f(*args,**kwargs) return decorated_function return decorator def admin_required(f): return permission_required(Permission.ADMINISTER)(f) >>>>>>> 17-app-1
|
Code Review: ❌ Critical issues: Invalid syntax at line 6: <<<<<<< HEAD ⚠️ 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 25 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 ✨ Improvements: Review syntax near the error location
|
advanced
|
ui
|
code_review
|
Pythoncode:Python
| 8
| 0
| 853
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom functools import wraps\nfrom flask import abort\nfrom flask_login import current_user\nfrom .models import Permission\n\n<<<<<<< HEAD\n\ndef permission_required(permission):\n def decorator(f):\n @wraps(f)\n def decorated_function(*args, **kwargs):\n if not current_user.can(permission):\n abort(403)\n return f(*args, **kwargs)\n return decorated_function\n return decorator\n\n\ndef admin_required(f):\n return permission_required(Permission.ADMINISTER)(f)\n=======\ndef permission_required(permission):\n\tdef decorator(f):\n\t\t@wraps(f)\n\t\tdef decorated_function(*args,**kwargs):\n\t\t\tif not current_user.can(permission):\n\t\t\t\tabort(403)\n\t\t\treturn f(*args,**kwargs)\n\t\treturn decorated_function\n\treturn decorator\ndef admin_required(f):\n\treturn permission_required(Permission.ADMINISTER)(f)\n>>>>>>> 17-app-1"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Invalid syntax at line 6: <<<<<<< HEAD\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 25\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n\n\u2728 Improvements:\n Review syntax near the error location"}]
| false
| null | null | null |
0a77c9190291f537620b1ae307203f1368f48062
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # !/usr/bin/env python3 # -*- coding:utf-8 -*- # @Datetime : 2019/11/14 上午2:26 # @Author : Fangyang # @Software : PyCharm import sys from PyQt5.QtWidgets import QApplication import pyqtgraph as pg import numpy as np app = QApplication(sys.argv) x = np.arange(1000) y = np.random.normal(size=(3, 1000)) plotWidget = pg.plot(title='Three plot curves') for i in range(3): plotWidget.plot(x, y[i], pen=(i, 3)) status = app.exec_() sys.exit(status) if __name__ == '__main__': pass
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 491
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# !/usr/bin/env python3\n# -*- coding:utf-8 -*-\n\n# @Datetime : 2019/11/14 \u4e0a\u53482:26\n# @Author : Fangyang\n# @Software : PyCharm\n\nimport sys\nfrom PyQt5.QtWidgets import QApplication\nimport pyqtgraph as pg\nimport numpy as np\n\napp = QApplication(sys.argv)\nx = np.arange(1000)\ny = np.random.normal(size=(3, 1000))\nplotWidget = pg.plot(title='Three plot curves')\nfor i in range(3):\n plotWidget.plot(x, y[i], pen=(i, 3))\n\nstatus = app.exec_()\nsys.exit(status)\n\nif __name__ == '__main__':\n pass"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
0a77fdb1c15169709a632c8652ce9cffd62abd68
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from .array import Array, wrap from .ast_utils import (get_symbols, get_assigned, get_unknown_names_and_calls, has_return, has_node) from .config import get_config, set_config, use_config, Config from .cython_generator import ( CythonGenerator, get_func_definit ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ) from .ext_module import ExtModule from .extern import Extern from .low_level import Kernel, LocalMem, Cython, cast from .parallel import (
|
intermediate
|
data_processing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 289
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom .array import Array, wrap\nfrom .ast_utils import (get_symbols, get_assigned,\n get_unknown_names_and_calls, has_return, has_node)\nfrom .config import get_config, set_config, use_config, Config\nfrom .cython_generator import (\n CythonGenerator, get_func_definit\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)\nfrom .ext_module import ExtModule\nfrom .extern import Extern\nfrom .low_level import Kernel, LocalMem, Cython, cast\nfrom .parallel import ("}]
| true
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syntax
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HARD_CUT
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CRITICAL
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0a78179deb3bba9140ba6fad7537f792839802d1
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- encoding: utf-8 from sqlalchemy.testing import eq_, is_ from sqlalchemy import schema from sqlalchemy.sql import table, column, quoted_name from sqlalchemy.dialects import mssql from sqlalchemy.dialects.mssql import mxodbc from sqlalchemy.testing import fixtures, AssertsCompiledSQL from sqlalchemy import sql from sqlalchemy import Integer, String, Table, Column, select, MetaData,\ class CompileTest(fixtures.TestBase, AssertsCompiledSQL): __dialect__ = mssql.dialect() def test_true_false(self): self.assert_compile( sql.false(), "0" ) self.assert_compile( sql.true(), "1" ) def test_select(self): t = table('sometable', column('somecolumn')) self.assert_compile(t.select(), 'SELECT sometable.somecolumn FROM sometable') def test_select_with_nolock(self): t = table('sometable', column('somecolumn')) self.assert_compile( t.select().with_hint(t, 'WITH (NOLOCK)'), 'SELECT sometable.somecolumn FROM sometable WITH (NOLOCK)') def test_select_with_nolock_schema(self): m = MetaData() t = Table('sometable', m, Column('somecolumn', Integer), schema='test_schema') self.assert_compile( t.select().with_hint(t, 'WITH (NOLOCK)'), 'SELECT test_schema.sometable.somecolumn ' 'FROM test_schema.sometable WITH (NOLOCK)') def test_select_w_order_by_collate(self): m = MetaData() t = Table('sometable', m, Column('somecolumn', String)) self.assert_compile( select([t]). order_by( t.c.somecolumn.collate("Latin1_General_CS_AS_KS_WS_CI").asc()), "SELECT sometable.somecolumn FROM sometable " "ORDER BY sometable.somecolumn COLLATE " "Latin1_General_CS_AS_KS_WS_CI ASC" ) def test_join_with_hint(self): t1 = table('t1', column('a', Integer), column('b', String), column('c', String), ) t2 = table('t2', column("a", Integer), column("b", Integer), column("c", Integer), ) join = t1.join(t2, t1.c.a == t2.c.a).\ select().with_hint(t1, 'WITH (NOLOCK)') self.assert_compile( join, 'SELECT t1.a, t1.b, t1.c, t2.a, t2.b, t2.c ' 'FROM t1 WITH (NOLOCK) JOIN t2 ON t1.a = t2.a' ) def test_insert(self): t = table('sometable', column('somecolumn')) self.assert_compile(t.insert(), 'INSERT INTO sometable (somecolumn) VALUES ' '(:somecolumn)') ... [68 more functiondefs truncated] ...
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Functions: test_true_false, test_select, test_select_with_nolock, test_select_with_nolock_schema, test_select_w_order_by_collate Classes: CompileTest This code demonstrates Pythoncode:Python programming.
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advanced
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testing
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code_explanation
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Pythoncode:Python
| 7
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| 2,866
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- encoding: utf-8\nfrom sqlalchemy.testing import eq_, is_\nfrom sqlalchemy import schema\nfrom sqlalchemy.sql import table, column, quoted_name\nfrom sqlalchemy.dialects import mssql\nfrom sqlalchemy.dialects.mssql import mxodbc\nfrom sqlalchemy.testing import fixtures, AssertsCompiledSQL\nfrom sqlalchemy import sql\nfrom sqlalchemy import Integer, String, Table, Column, select, MetaData,\\\nclass CompileTest(fixtures.TestBase, AssertsCompiledSQL):\n __dialect__ = mssql.dialect()\n\n def test_true_false(self):\n self.assert_compile(\n sql.false(), \"0\"\n )\n self.assert_compile(\n sql.true(),\n \"1\"\n )\n\n def test_select(self):\n t = table('sometable', column('somecolumn'))\n self.assert_compile(t.select(),\n 'SELECT sometable.somecolumn FROM sometable')\n\n def test_select_with_nolock(self):\n t = table('sometable', column('somecolumn'))\n self.assert_compile(\n t.select().with_hint(t, 'WITH (NOLOCK)'),\n 'SELECT sometable.somecolumn FROM sometable WITH (NOLOCK)')\n\n def test_select_with_nolock_schema(self):\n m = MetaData()\n t = Table('sometable', m, Column('somecolumn', Integer),\n schema='test_schema')\n self.assert_compile(\n t.select().with_hint(t, 'WITH (NOLOCK)'),\n 'SELECT test_schema.sometable.somecolumn '\n 'FROM test_schema.sometable WITH (NOLOCK)')\n\n def test_select_w_order_by_collate(self):\n m = MetaData()\n t = Table('sometable', m, Column('somecolumn', String))\n\n self.assert_compile(\n select([t]).\n order_by(\n t.c.somecolumn.collate(\"Latin1_General_CS_AS_KS_WS_CI\").asc()),\n \"SELECT sometable.somecolumn FROM sometable \"\n \"ORDER BY sometable.somecolumn COLLATE \"\n \"Latin1_General_CS_AS_KS_WS_CI ASC\"\n\n )\n\n def test_join_with_hint(self):\n t1 = table('t1',\n column('a', Integer),\n column('b', String),\n column('c', String),\n )\n t2 = table('t2',\n column(\"a\", Integer),\n column(\"b\", Integer),\n column(\"c\", Integer),\n )\n join = t1.join(t2, t1.c.a == t2.c.a).\\\n select().with_hint(t1, 'WITH (NOLOCK)')\n self.assert_compile(\n join,\n 'SELECT t1.a, t1.b, t1.c, t2.a, t2.b, t2.c '\n 'FROM t1 WITH (NOLOCK) JOIN t2 ON t1.a = t2.a'\n )\n\n def test_insert(self):\n t = table('sometable', column('somecolumn'))\n self.assert_compile(t.insert(),\n 'INSERT INTO sometable (somecolumn) VALUES '\n '(:somecolumn)')\n\n\n ... [68 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_true_false, test_select, test_select_with_nolock, test_select_with_nolock_schema, test_select_w_order_by_collate\n Classes: CompileTest\n This code demonstrates Pythoncode:Python programming."}]
| false
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0a79b3e5980fa9ccf32a0d7267aad362eafb93af
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by pulumigen. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from ... import _utilities from ... import meta as _meta class LeaseSpecArgs: def __init__(__self__, *, acquire_time: Optional[pulumi.Input[str]] = None, holder_identity: Optional[pulumi.Input[str]] = None, lease_duration_seconds: Optional[pulumi.Input[int]] = None, lease_transitions: Optional[pulumi.Input[int]] = None, renew_time: Optional[pulumi.Input[str]] = None): """ LeaseSpec is a specification of a Lease. :param pulumi.Input[str] acquire_time: acquireTime is a time when the current lease was acquired. :param pulumi.Input[str] holder_identity: holderIdentity contains the identity of the holder of a current lease. :param pulumi.Input[int] lease_duration_seconds: leaseDurationSeconds is a duration that candidates for a lease need to wait to force acquire it. This is measure against time of last observed RenewTime. :param pulumi.Input[int] lease_transitions: leaseTransitions is the number of transitions of a lease between holders. :param pulumi.Input[str] renew_time: renewTime is a time when the current holder of a lease has last updated the lease. """ if acquire_time is not None: # Complete this line if holder_identity is not None: pulumi.set(__self__, "holder_identity", holder_identity) if lease_duration_seconds is not None: pulumi.set(__self__, "lease_duration_seconds", lease_duration_seconds) if lease_transitions is not None: pulumi.set(__self__, "lease_transitions", lease_transitions) if renew_time is not None: pulumi.set(__self__, "renew_time", renew_time) @property @pulumi.getter(name="acquireTime") def acquire_time(self) -> Optional[pulumi.Input[str]]: """ acquireTime is a time when the current lease was acquired. """ return pulumi.get(self, "acquire_time") @acquire_time.setter def acquire_time(self, value: Optional[pulumi.Input[str]]): pulumi.set(self, "acquire_time", value) @property @pulumi.getter(name="holderIdentity") def holder_identity(self) -> Optional[pulumi.Input[str]]: """ holderIdentity contains the identity of the holder of a current lease. """ return pulumi.get(self, "holder_identity") @holder_identity.setter ... [17 more functiondefs truncated] ...
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The missing line is: pulumi.set(__self__, "acquire_time", acquire_time)
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advanced
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ui
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fill_in_the_blank
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Pythoncode:Python
| 4
| 1
| 2,789
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by pulumigen. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\nimport warnings\nimport pulumi\nimport pulumi.runtime\nfrom typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom ... import _utilities\nfrom ... import meta as _meta\n\nclass LeaseSpecArgs:\n def __init__(__self__, *,\n acquire_time: Optional[pulumi.Input[str]] = None,\n holder_identity: Optional[pulumi.Input[str]] = None,\n lease_duration_seconds: Optional[pulumi.Input[int]] = None,\n lease_transitions: Optional[pulumi.Input[int]] = None,\n renew_time: Optional[pulumi.Input[str]] = None):\n \"\"\"\n LeaseSpec is a specification of a Lease.\n :param pulumi.Input[str] acquire_time: acquireTime is a time when the current lease was acquired.\n :param pulumi.Input[str] holder_identity: holderIdentity contains the identity of the holder of a current lease.\n :param pulumi.Input[int] lease_duration_seconds: leaseDurationSeconds is a duration that candidates for a lease need to wait to force acquire it. This is measure against time of last observed RenewTime.\n :param pulumi.Input[int] lease_transitions: leaseTransitions is the number of transitions of a lease between holders.\n :param pulumi.Input[str] renew_time: renewTime is a time when the current holder of a lease has last updated the lease.\n \"\"\"\n if acquire_time is not None:\n # Complete this line\n if holder_identity is not None:\n pulumi.set(__self__, \"holder_identity\", holder_identity)\n if lease_duration_seconds is not None:\n pulumi.set(__self__, \"lease_duration_seconds\", lease_duration_seconds)\n if lease_transitions is not None:\n pulumi.set(__self__, \"lease_transitions\", lease_transitions)\n if renew_time is not None:\n pulumi.set(__self__, \"renew_time\", renew_time)\n\n @property\n @pulumi.getter(name=\"acquireTime\")\n def acquire_time(self) -> Optional[pulumi.Input[str]]:\n \"\"\"\n acquireTime is a time when the current lease was acquired.\n \"\"\"\n return pulumi.get(self, \"acquire_time\")\n\n @acquire_time.setter\n def acquire_time(self, value: Optional[pulumi.Input[str]]):\n pulumi.set(self, \"acquire_time\", value)\n\n @property\n @pulumi.getter(name=\"holderIdentity\")\n def holder_identity(self) -> Optional[pulumi.Input[str]]:\n \"\"\"\n holderIdentity contains the identity of the holder of a current lease.\n \"\"\"\n return pulumi.get(self, \"holder_identity\")\n\n @holder_identity.setter\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n pulumi.set(__self__, \"acquire_time\", acquire_time)"}]
| false
| null | null | null |
0a7c17bb65b9c51d7ea399323ecb512289bae204
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: #MenuTitle: Align All Components # -*- coding: utf-8 -*- __doc__=""" Fakes auto-alignment in glyphs that cannot be auto-aligned. """ import GlyphsApp thisFont = Glyphs.font # frontmost font thisFontMaster = thisFont.selectedFontMaster # active master thisFontMasterID = thisFont.selectedFontMaster.id # active master listOfSelectedLayers = thisFont.selectedLayers # active layers of selected glyphs def process( thisLayer ): advance = 0.0 for thisComponent in thisLayer.components: thisComponent.position = NSPoint( Error: SyntaxError / EOF
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Fixed Code: #MenuTitle: Align All Components # -*- coding: utf-8 -*- __doc__=""" Fakes auto-alignment in glyphs that cannot be auto-aligned. """ import GlyphsApp thisFont = Glyphs.font # frontmost font thisFontMaster = thisFont.selectedFontMaster # active master thisFontMasterID = thisFont.selectedFontMaster.id # active master listOfSelectedLayers = thisFont.selectedLayers # active layers of selected glyphs def process( thisLayer ): advance = 0.0 for thisComponent in thisLayer.components: thisComponent.position = NSPoint( advance, 0.0 ) advance += thisComponent.component.layers[thisFontMasterID].width thisLayer.width = advance Explanation: Complete the truncated code structure
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intermediate
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ui
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error_fixing
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Pythoncode:Python
| 1
| 0
| 522
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#MenuTitle: Align All Components\n# -*- coding: utf-8 -*-\n__doc__=\"\"\"\nFakes auto-alignment in glyphs that cannot be auto-aligned.\n\"\"\"\n\nimport GlyphsApp\n\nthisFont = Glyphs.font # frontmost font\nthisFontMaster = thisFont.selectedFontMaster # active master\nthisFontMasterID = thisFont.selectedFontMaster.id # active master\nlistOfSelectedLayers = thisFont.selectedLayers # active layers of selected glyphs\n\ndef process( thisLayer ):\n\tadvance = 0.0\n\tfor thisComponent in thisLayer.components:\n\t\tthisComponent.position = NSPoint(\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#MenuTitle: Align All Components\n# -*- coding: utf-8 -*-\n__doc__=\"\"\"\nFakes auto-alignment in glyphs that cannot be auto-aligned.\n\"\"\"\n\nimport GlyphsApp\n\nthisFont = Glyphs.font # frontmost font\nthisFontMaster = thisFont.selectedFontMaster # active master\nthisFontMasterID = thisFont.selectedFontMaster.id # active master\nlistOfSelectedLayers = thisFont.selectedLayers # active layers of selected glyphs\n\ndef process( thisLayer ):\n\tadvance = 0.0\n\tfor thisComponent in thisLayer.components:\n\t\tthisComponent.position = NSPoint( advance, 0.0 )\n\t\tadvance += thisComponent.component.layers[thisFontMasterID].width\n\tthisLayer.width = advance\n\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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0a7c48d84a538009f1d4846a3bf1ffec3626caf1
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 """ Stanford CS106AP TK Drawing Lecture Exercises Courtesy of Nick Parlante """ import tkinter as tk # provided function, this code is complete def make_canvas(width, height): """ Creates and returns a drawing canvas of the given int size, ready for drawing. # Complete this line top = tk.Tk() top.minsize(width=width + 10, height=height + 10) canvas = tk.Canvas(top, width=width, height=height) canvas.pack() canvas.xview_scroll(6, "units") # hack so (0, 0) works correctly canvas.yview_scroll(6, "units") return canvas def main(): w = make_canvas(1000, 500) w.create_line(0, 0, 1000, 500, width=5, fill='red') w.create_text(0, 0, text='SC101', anchor=tk.NW, font='times 80') tk.mainloop() #告訴電腦不要關掉視窗 if __name__ == '__main__': main()
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The missing line is: """
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intermediate
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ui
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fill_in_the_blank
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Pythoncode:Python
| 2
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| 818
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n\"\"\"\nStanford CS106AP\nTK Drawing Lecture Exercises\nCourtesy of Nick Parlante\n\"\"\"\n\nimport tkinter as tk\n\n\n# provided function, this code is complete\ndef make_canvas(width, height):\n \"\"\"\n Creates and returns a drawing canvas\n of the given int size, ready for drawing.\n # Complete this line\n top = tk.Tk()\n top.minsize(width=width + 10, height=height + 10)\n\n canvas = tk.Canvas(top, width=width, height=height)\n canvas.pack()\n canvas.xview_scroll(6, \"units\") # hack so (0, 0) works correctly\n canvas.yview_scroll(6, \"units\")\n\n return canvas\n\n\ndef main():\n w = make_canvas(1000, 500)\n w.create_line(0, 0, 1000, 500, width=5, fill='red')\n w.create_text(0, 0, text='SC101', anchor=tk.NW, font='times 80')\n tk.mainloop() #\u544a\u8a34\u96fb\u8166\u4e0d\u8981\u95dc\u6389\u8996\u7a97\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": "The missing line is:\n \"\"\""}]
| false
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0a7c6f49614d6822678c761e9a25fddc34bcb0a8
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # Only PCM 16 bit wav 44100 Hz - Use audacity or sox to convert audio files. # WAV generation # Synth # sox -n --no-show-progress -G --channels 1 -r 44100 -b 16 -t wav bip.wav synth 0.25 sine 800 # sox -n --no-show-progress -G --channels 1 -r 44100 -b 16 -t wav bop.wav synth 0.25 sine 400 # Voices # pico2wave -l "it-IT" -w start.wav "Bene! Si Parte!" # Then convert wav files to to 44100 Hz # Note: some initial sound may not be played. # alsaaudio examples # https://larsimmisch.github.io/pyalsaaudio/libalsaaudio.html import threading import time import socket import sys, os, platform import re import wave import argparse import rospy use_sound_play = False use_alsaaudio = True try: from sound_play.msg import SoundRequest from sound_play.libsoundplay import SoundClient except: print('ROS package sound_play required.') print('Install with: sudo apt-get install ros-kinetic-audio-common libasound2') use_sound_play = False #sys.exit(0) try: import sox except: print('sox required. Install with: pip install --user sox') sys.exit(0) try: import alsaaudio except: print('alsaaudio required. Install with: pip install --user pyalsaaudio') use_alsaaudio = False #sys.exit(0) from asr_server import ASRServer SOUNDS_DIR = "sounds/" # dir with sounds soundfile = None # sound file tts_server = None asr_server = None def TTS_ca ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: global soundfile if (soundfile==None): return (None, True) else: data = soundfile.readframes(frame_count)
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advanced
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api
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incomplete_code
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Pythoncode:Python
| 2
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| 1,419
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\n# Only PCM 16 bit wav 44100 Hz - Use audacity or sox to convert audio files.\n\n# WAV generation\n\n# Synth\n# sox -n --no-show-progress -G --channels 1 -r 44100 -b 16 -t wav bip.wav synth 0.25 sine 800 \n# sox -n --no-show-progress -G --channels 1 -r 44100 -b 16 -t wav bop.wav synth 0.25 sine 400 \n\n# Voices\n# pico2wave -l \"it-IT\" -w start.wav \"Bene! Si Parte!\"\n# Then convert wav files to to 44100 Hz\n\n# Note: some initial sound may not be played.\n\n# alsaaudio examples\n# https://larsimmisch.github.io/pyalsaaudio/libalsaaudio.html\n\nimport threading\nimport time\nimport socket\nimport sys, os, platform\nimport re\nimport wave\nimport argparse\n\nimport rospy\n\nuse_sound_play = False\nuse_alsaaudio = True\n\ntry:\n from sound_play.msg import SoundRequest\n from sound_play.libsoundplay import SoundClient\nexcept:\n print('ROS package sound_play required.')\n print('Install with: sudo apt-get install ros-kinetic-audio-common libasound2')\n use_sound_play = False\n #sys.exit(0)\n\n\ntry:\n import sox\nexcept:\n print('sox required. Install with: pip install --user sox')\n sys.exit(0)\n\n\ntry:\n import alsaaudio\nexcept:\n print('alsaaudio required. Install with: pip install --user pyalsaaudio')\n use_alsaaudio = False\n #sys.exit(0)\n\n\n\nfrom asr_server import ASRServer\n\n\n\nSOUNDS_DIR = \"sounds/\" # dir with sounds\nsoundfile = None # sound file\n\n\ntts_server = None\nasr_server = None\n\n\ndef TTS_ca\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n global soundfile\n if (soundfile==None):\n return (None, True)\n else:\n data = soundfile.readframes(frame_count)"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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0a7cd64e2508df91e539f1a6f804bc5eb4b0ea83
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from .video_utils import VideoClips from .utils import list_dir from .folder import make_dataset from .vision import VisionDataset class Kinetics400(VisionDataset): """ `Kinetics-400 <https://deepmind.com/research/open-source/open-source-datasets/kinetics/>`_ dataset. Kinetics-400 is an action recognition video dataset. This dataset consider every video as a collection of video clips of fixed size, specified by ``frames_per_clip``, where the step in frames between each clip is given by ``step_between_clips``. To give an example, for 2 videos with 10 and 15 frames respectively, if ``frames_per_clip=5`` and ``step_between_clips=5``, the dataset size will be (2 + 3) = 5, where the first two elements will come from video 1, and the next three elements from video 2. Note that we drop clips which do not have exactly ``frames_per_clip`` elements, so not all frames in a video might be present. Internally, it uses a VideoClips object to handle clip creation. Args: root (string): Root directory of the Kinetics-400 Dataset. frames_per_clip (int): number of frames in a clip step_between_clips (int): number of frames between each clip transform (callable, optional): A function/transform that takes in a TxHxWxC video and returns a transformed version. Returns: video (Tensor[T, H, W, C]): the `T` video frames audio(Tensor[K, L]): the audio frames, where `K` is the number of channels and `L` is the number of points label (int): class of the video clip """ def __init__(self, root, frames_per_clip, step_between_clips=1, frame_rate=None, extensions=('avi',), transform=None, _precomputed_metadata=None): super(Kinetics400, self).__init__(root) extensions = ('avi',) classes = list(sorted(list_dir(root))) class_to_idx = {classes[i]: i for i in range(len(classes))} self.samples = make_dataset(self.root, class_to_idx, extensions, is_valid_file=None) self.classes = classes video_list = [x[0] for x in self.samples] self.video_clips = VideoClips( video_list, frames_per_clip, step_between_clips, frame_rate, _precomputed_metadata, ) self.transform = transform def __len__(self): def __getitem__(self, idx): video, audio, info, video_idx = self.video_clips.get_clip(idx) label = self.samples[video_idx][1] if self.transform is not None: video = self.transform(video) return video, audio, label ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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advanced
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api
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incomplete_code
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Pythoncode:Python
| 3
| 1
| 2,670
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom .video_utils import VideoClips\nfrom .utils import list_dir\nfrom .folder import make_dataset\nfrom .vision import VisionDataset\n\n\nclass Kinetics400(VisionDataset):\n \"\"\"\n `Kinetics-400 <https://deepmind.com/research/open-source/open-source-datasets/kinetics/>`_\n dataset.\n\n Kinetics-400 is an action recognition video dataset.\n This dataset consider every video as a collection of video clips of fixed size, specified\n by ``frames_per_clip``, where the step in frames between each clip is given by\n ``step_between_clips``.\n\n To give an example, for 2 videos with 10 and 15 frames respectively, if ``frames_per_clip=5``\n and ``step_between_clips=5``, the dataset size will be (2 + 3) = 5, where the first two\n elements will come from video 1, and the next three elements from video 2.\n Note that we drop clips which do not have exactly ``frames_per_clip`` elements, so not all\n frames in a video might be present.\n\n Internally, it uses a VideoClips object to handle clip creation.\n\n Args:\n root (string): Root directory of the Kinetics-400 Dataset.\n frames_per_clip (int): number of frames in a clip\n step_between_clips (int): number of frames between each clip\n transform (callable, optional): A function/transform that takes in a TxHxWxC video\n and returns a transformed version.\n\n Returns:\n video (Tensor[T, H, W, C]): the `T` video frames\n audio(Tensor[K, L]): the audio frames, where `K` is the number of channels\n and `L` is the number of points\n label (int): class of the video clip\n \"\"\"\n\n def __init__(self, root, frames_per_clip, step_between_clips=1, frame_rate=None,\n extensions=('avi',), transform=None, _precomputed_metadata=None):\n super(Kinetics400, self).__init__(root)\n extensions = ('avi',)\n\n classes = list(sorted(list_dir(root)))\n class_to_idx = {classes[i]: i for i in range(len(classes))}\n self.samples = make_dataset(self.root, class_to_idx, extensions, is_valid_file=None)\n self.classes = classes\n video_list = [x[0] for x in self.samples]\n self.video_clips = VideoClips(\n video_list,\n frames_per_clip,\n step_between_clips,\n frame_rate,\n _precomputed_metadata,\n )\n self.transform = transform\n\n def __len__(self):\n\n def __getitem__(self, idx):\n video, audio, info, video_idx = self.video_clips.get_clip(idx)\n label = self.samples[video_idx][1]\n\n if self.transform is not None:\n video = self.transform(video)\n\n return video, audio, label\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
0a7ce8d41f3884cc3735bd20c347dfb81bcc70b3
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- class QtHelpBuilder(StandaloneHTMLBuilder): """ Builder that also outputs Qt help project, contents and index files. """ name = 'qthelp' # don't copy the reST source copysource = False supported_image_types = ['image/svg+xml', 'image/png', 'image/gif', 'image/jpeg'] # don't add links add_permalinks = False # don't add sidebar etc. embedded = True def init(self): StandaloneHTMLBuilder.init(self) # the output files for HTML help must be .html only self.out_suffix = '.html'
|
# self.config.html_style = 'traditional.css' def handle_finish(self): self.build_qhp(self.outdir, self.config.qthelp_basename) def build_qhp(self, outdir, outname): self.info('writing project file...') # sections tocdoc = self.env.get_and_resolve_doctree(self.config.master_doc, self, prune_toctrees=False) ... [5 more functiondefs truncated] ...
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advanced
|
ui
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code_completion
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Pythoncode:Python
| 3
| 1
| 1,060
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass QtHelpBuilder(StandaloneHTMLBuilder):\n \"\"\"\n Builder that also outputs Qt help project, contents and index files.\n \"\"\"\n name = 'qthelp'\n\n # don't copy the reST source\n copysource = False\n supported_image_types = ['image/svg+xml', 'image/png', 'image/gif',\n 'image/jpeg']\n\n # don't add links\n add_permalinks = False\n # don't add sidebar etc.\n embedded = True\n\n def init(self):\n StandaloneHTMLBuilder.init(self)\n # the output files for HTML help must be .html only\n self.out_suffix = '.html'"}, {"role": "assistant", "content": "\n # self.config.html_style = 'traditional.css'\n\n def handle_finish(self):\n self.build_qhp(self.outdir, self.config.qthelp_basename)\n\n def build_qhp(self, outdir, outname):\n self.info('writing project file...')\n\n # sections\n tocdoc = self.env.get_and_resolve_doctree(self.config.master_doc, self,\n prune_toctrees=False)\n\n\n ... [5 more functiondefs truncated] ..."}]
| false
| null | null | null |
0a7e85c92ceca48b141eaf4f09d1496be103b6aa
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def scrape_page(driver): """ This method finds all the publication result web elements on the webpage. Parameters ---------- driver (Selenium webdriver object) : Instance of the webdriver class e.g. webdriver.Chrome() Returns ------- elems (list) : A list of all scraped hrefs from the page """ elems = driver.find_elements_by_class_name('ResultItem') return elems def clean(elems): """ This method takes a list of scraped selenium web elements and filters/ returns only the hrefs leading to publications. Filtering includes removing all urls with keywords that are indicative of non-html links. Parameters ---------- elems (list) : The list of hrefs to be filtered Returns ------- urls (list) : The new list of hrefs, which should be the same as the list displayed on gui ScienceDirect """ titles = [] urls = [] for elem in elems: href_child = elem.find_element_by_css_selector('a[href]') url = href_child.get_attribute('href') title = href_child.text titles.append(title) urls.append(url) return urls, titles def build_url_list(gui_prefix,search_terms,journal_list): """ This method takes the list of journals and creates a tiple nested dictionary containing all accessible urls to each page, in each year, for each journal, for a given search on sciencedirect. """ dict1 = {} years = np.arange(1995,2020) for journal in journal_list: dict2 = {} for year in years: dict3 = {} for i in range(60): url = gui_prefix + search_terms + '&show=100'+ '&articleTypes=FLA%2CREV' + '&years='+ str(year) if i != 0: url = url + '&offset=' + str(i) +'00' url = url + '&pub=' + journal dict3[i] = url dict2[year] = dict3 dict1[journal] = dict2 return dict1 def proxify(scraped_urls,uw_prefix): """ This method takes a list of scraped urls and turns them into urls that go through the UW Library proxy so that all of them are full access. Parameters ---------- scraped_urls (list) : The list of URLs to be converted uw_prefix (str) : The string that all URLs which go through the UW Library Proxy start with. Returns ------- proxy_urls (list) : The list of converted URLs which go through UW Library proxy """ proxy_urls = [] for url in scraped_urls: sd_id = url[-17:] newlink = uw_prefix + sd_id if sd_id.startswith('S'): proxy_urls.append(newlink) return proxy_urls ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Block at line 53 has no indented body Block at line 56 has no indented body Invalid syntax at line 99: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 6 💡 Suggestions: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 4
| 0
| 2,772
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef scrape_page(driver):\n \"\"\"\n This method finds all the publication result web elements on the webpage.\n Parameters\n ----------\n driver (Selenium webdriver object) : Instance of the webdriver class e.g.\n webdriver.Chrome()\n Returns\n -------\n elems (list) : A list of all scraped hrefs from the page\n \"\"\"\n\n elems = driver.find_elements_by_class_name('ResultItem')\n return elems\n\n\ndef clean(elems):\n \"\"\"\n This method takes a list of scraped selenium web elements\n and filters/ returns only the hrefs leading to publications.\n Filtering includes removing all urls with keywords that are indicative of\n non-html links.\n Parameters\n ----------\n elems (list) : The list of hrefs to be filtered\n Returns\n -------\n urls (list) : The new list of hrefs, which should be the same as the list\n displayed on gui ScienceDirect\n \"\"\"\n\n titles = []\n urls = []\n for elem in elems:\n href_child = elem.find_element_by_css_selector('a[href]')\n url = href_child.get_attribute('href')\n\n title = href_child.text\n\n titles.append(title)\n urls.append(url)\n return urls, titles\n\ndef build_url_list(gui_prefix,search_terms,journal_list):\n \"\"\"\n This method takes the list of journals and creates a tiple nested dictionary\n containing all accessible urls to each page, in each year, for each journal,\n for a given search on sciencedirect.\n \"\"\"\n\n dict1 = {}\n years = np.arange(1995,2020)\n for journal in journal_list:\n\n dict2 = {}\n for year in years:\n\n dict3 = {}\n for i in range(60):\n url = gui_prefix + search_terms + '&show=100'+ '&articleTypes=FLA%2CREV' + '&years='+ str(year)\n\n if i != 0:\n url = url + '&offset=' + str(i) +'00'\n url = url + '&pub=' + journal\n\n dict3[i] = url\n\n dict2[year] = dict3\n\n dict1[journal] = dict2\n\n return dict1\n\ndef proxify(scraped_urls,uw_prefix):\n \"\"\"\n This method takes a list of scraped urls and turns them into urls that\n go through the UW Library proxy so that all of them are full access.\n Parameters\n ----------\n scraped_urls (list) : The list of URLs to be converted\n uw_prefix (str) : The string that all URLs which go through the UW Library\n Proxy start with.\n Returns\n -------\n proxy_urls (list) : The list of converted URLs which go through UW Library\n proxy\n \"\"\"\n\n proxy_urls = []\n for url in scraped_urls:\n sd_id = url[-17:]\n newlink = uw_prefix + sd_id\n if sd_id.startswith('S'):\n proxy_urls.append(newlink)\n\n return proxy_urls\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 2\n Block at line 53 has no indented body\n Block at line 56 has no indented body\n Invalid syntax at line 99: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
| false
| null | null | null |
0a7edac2ed561ec67cb5f3e276d02750502435c8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. from datetime import datetime from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Union from flask import Flask from flask_caching import Cache from werkzeug.wrappers import Response CacheConfig = Union[Callable[[Flask], Cache], Dict[str, Any]] DbapiDescriptionRow = Tuple[ str, str, Optional[str], Optional[str], Optional[int], Optional[int], bool ] DbapiDescription = Union[List[DbapiDescriptionRow], Tuple[DbapiDescriptionRow, ...]] DbapiResult = Sequence[Union[List[Any], Tuple[Any, ...]]] FilterValue = Union[datetime, float, int, str]
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,352
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\nfrom datetime import datetime\nfrom typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Union\n\nfrom flask import Flask\nfrom flask_caching import Cache\nfrom werkzeug.wrappers import Response\n\nCacheConfig = Union[Callable[[Flask], Cache], Dict[str, Any]]\nDbapiDescriptionRow = Tuple[\n str, str, Optional[str], Optional[str], Optional[int], Optional[int], bool\n]\nDbapiDescription = Union[List[DbapiDescriptionRow], Tuple[DbapiDescriptionRow, ...]]\nDbapiResult = Sequence[Union[List[Any], Tuple[Any, ...]]]\nFilterValue = Union[datetime, float, int, str]"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a7ef598ad33e1712e909b5218a858b7b8de970f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 import json import platform def make_sys_report(anonymous=False, skipUsb=False, skipPackages=False): def get_usb(): try: import usb.core except ImportError: yield "NoLib" return speeds = ["Unknown", "Low", "Full", "High", "Super", "SuperPlus"] format_hex = lambda val: f"{val:#0{6}x}" try: for dev in usb.core.find(find_all=True): yield { "port": dev.port_number, "vendor_id": format_hex(dev.idVendor), "product_id": format_hex(dev.idProduct), "speed": speeds[dev.speed] if dev.speed < len(speeds) else dev.speed } except usb.core.NoBackendError: yield "No USB backend found" result = { "architecture": ' '.join(platform.architecture()).strip(), "machine": platform.machine(), "platform": platform.platform(), "processor": platform.processor(), "python_build": ' '.join(platform.python_build()).strip(), "python_compiler": platform.python_compiler(), "python_implementation": platform.python_implementation(), "python_version": platform.python_version(), "release": platform.release(), "system": platform.system(), "version": platform.version(), "win32_ver": ' '.join(platform.win32_ver()).strip(), } if not skipPackages: from pip._internal.operations.freeze import freeze result["packages"] = list(freeze(local_only=True)) if not skipUsb: result["usb"] = list(get_usb()) if not anonymous: result["uname"] = ' '.join(platform.uname()).strip(), return result if __name__ == "__main__": data = make_sys_report() with open("log_system_information.json", "w") as f: json.dump(data, f, indent=4) print(json.dumps(data, indent=4)) print("System info gathered successfully - saved as \"log_system_information.json\"")
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 2,042
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport json\nimport platform\n\n\ndef make_sys_report(anonymous=False, skipUsb=False, skipPackages=False):\n def get_usb():\n try:\n import usb.core\n except ImportError:\n yield \"NoLib\"\n return\n speeds = [\"Unknown\", \"Low\", \"Full\", \"High\", \"Super\", \"SuperPlus\"]\n format_hex = lambda val: f\"{val:#0{6}x}\"\n try:\n for dev in usb.core.find(find_all=True):\n yield {\n \"port\": dev.port_number,\n \"vendor_id\": format_hex(dev.idVendor),\n \"product_id\": format_hex(dev.idProduct),\n \"speed\": speeds[dev.speed] if dev.speed < len(speeds) else dev.speed\n }\n except usb.core.NoBackendError:\n yield \"No USB backend found\"\n\n result = {\n \"architecture\": ' '.join(platform.architecture()).strip(),\n \"machine\": platform.machine(),\n \"platform\": platform.platform(),\n \"processor\": platform.processor(),\n \"python_build\": ' '.join(platform.python_build()).strip(),\n \"python_compiler\": platform.python_compiler(),\n \"python_implementation\": platform.python_implementation(),\n \"python_version\": platform.python_version(),\n \"release\": platform.release(),\n \"system\": platform.system(),\n \"version\": platform.version(),\n \"win32_ver\": ' '.join(platform.win32_ver()).strip(),\n }\n\n if not skipPackages:\n from pip._internal.operations.freeze import freeze\n result[\"packages\"] = list(freeze(local_only=True))\n if not skipUsb:\n result[\"usb\"] = list(get_usb())\n if not anonymous:\n result[\"uname\"] = ' '.join(platform.uname()).strip(),\n return result\n\n\nif __name__ == \"__main__\":\n data = make_sys_report()\n with open(\"log_system_information.json\", \"w\") as f:\n json.dump(data, f, indent=4)\n\n print(json.dumps(data, indent=4))\n print(\"System info gathered successfully - saved as \\\"log_system_information.json\\\"\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0a7f17dbb71fa4b55ccb4daea833fc07286f055d
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ Utils for creating xdelta patches. """ import logging from subprocess import check_output, CalledProcessError from shutil import copyfile from os import remove, path class PatchChecksumError(Exception): def __init__(self, message, errors): super(PatchChecksumError, self).__init__(message) class Patch: # TODO: Abstract out the need for "edited" by just copying the original # file. def __init__(self, original, filename, edited=None, xdelta_dir='.'): self.original = original self.edited = edited self.filename = filename # Need to have this absolute path for xdelta3 to be found. self.xdelta_path = path.join(xdelta_dir, 'xdelta3') # self.xdelta_path = 'xdelta3' def create(self): if self.edited is None: raise Exception cmd = [ self.xdelta_path, '-f', '-s', self.original, self.edited, self.filename, ] print(cmd) logging.info(cmd) try: check_output(cmd) except CalledProcessError as e: raise Exception(e.output) def apply(self): if not self.edited: copyfile(self.original, self.original + "_temp") self.edited = self.original self.original = self.original + "_temp" cmd = [ self.xdelta_path, '-f', '-d', '-s', self.original, self.filename, self.edited, ] logging.info(cmd) try: check_output(cmd) except CalledProcessError: raise PatchChecksumError('Target file had incorrect checksum', []) finally: if self.original.endswith('_temp'): remove(self.original)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 4
| 2
| 1,845
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\nUtils for creating xdelta patches.\n\"\"\"\nimport logging\nfrom subprocess import check_output, CalledProcessError\nfrom shutil import copyfile\nfrom os import remove, path\n\n\nclass PatchChecksumError(Exception):\n def __init__(self, message, errors):\n super(PatchChecksumError, self).__init__(message)\n\n\nclass Patch:\n # TODO: Abstract out the need for \"edited\" by just copying the original\n # file.\n def __init__(self, original, filename, edited=None, xdelta_dir='.'):\n self.original = original\n self.edited = edited\n self.filename = filename\n\n # Need to have this absolute path for xdelta3 to be found.\n self.xdelta_path = path.join(xdelta_dir, 'xdelta3')\n # self.xdelta_path = 'xdelta3'\n\n def create(self):\n if self.edited is None:\n raise Exception\n cmd = [\n self.xdelta_path,\n '-f',\n '-s',\n self.original,\n self.edited,\n self.filename,\n ]\n print(cmd)\n logging.info(cmd)\n try:\n check_output(cmd)\n except CalledProcessError as e:\n raise Exception(e.output)\n\n def apply(self):\n if not self.edited:\n copyfile(self.original, self.original + \"_temp\")\n self.edited = self.original\n self.original = self.original + \"_temp\"\n cmd = [\n self.xdelta_path,\n '-f',\n '-d',\n '-s',\n self.original,\n self.filename,\n self.edited,\n ]\n\n logging.info(cmd)\n try:\n check_output(cmd)\n except CalledProcessError:\n raise PatchChecksumError('Target file had incorrect checksum', [])\n finally:\n if self.original.endswith('_temp'):\n remove(self.original)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
0a7f1dd168a64e7f7f19d3324731c892ec275922
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from rotor import Rotor import sys import getopt class Enigma: def __init__(self, key, rotors): self.key = list(key) self.rotors = [] for i in range(0, len(rotors)): self.rotors.append(Rotor(self.key[i], rotors[i])) def encrypt(self, word): cipher = '' for i, char in enumerate(word.upper()): distance = self.rotors[i % 2].get_distance(char) cipher += self.rotors[2].rotate((i + 1) % 2, distance) return cipher def decrypt(self, cipher): word = '' for i, char in enumerate(cipher.upper()): distance = self.rotors[2].get_distance(char) word += self.rotors[i % 2].rotate((i + 1) % 2, distance) return word def print_help(): print("\ncommand line arguments:\n" + "-h/--help: all possible options\n" + "-k/--key KEY: rotor starting key\n" + "-p/--phrase Phrase: phrase to encrypt/decrypt\n" + "-d/--decrypt: enables decrypt default is encrypt\n" + "--r1 ROTOR: sets rotor 1\n" + "--r2 ROTOR: sets rotor 2\n" + "--r3 ROTOR: sets rotor 3\n" + "possible rotors are 50, 51, 60, 61, 70 and 71\n") def main(argv): try: opts, args = getopt.getopt(argv, "hk:p:d", ["help", "key=", "phrase", "decrypt", "r1=", "r2=", "r3="]) except getopt.GetoptError: print_help() sys.exit(2) key = '' phrase = ''
|
encrypt = True rotors = ['', '', ''] for opt, arg in opts: if opt in ("-h", "--help"): print_help() sys.exit() elif opt in ("-k", "--key"): key = arg elif opt in ("-p", "--phrase"): phrase = arg elif opt in ("-d", "--decrypt"): encrypt = False elif opt == "--r1": rotors[0] = arg elif opt == "--r2": rotors[1] = arg elif opt == "--r3": rotors[2] = arg if not key == '' and not phrase == '' and not rotors[0] == ''\ and not rotors[1] == '' and not rotors[2] == '': machine = Enigma(key, rotors) if encrypt: print(machine.encrypt(phrase)) else: print(machine.decrypt(phrase)) else: print_help() if __name__ == '__main__': main(sys.argv[1:])
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advanced
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machine_learning
|
code_completion
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Pythoncode:Python
| 5
| 1
| 2,346
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom rotor import Rotor\nimport sys\nimport getopt\n\n\nclass Enigma:\n def __init__(self, key, rotors):\n self.key = list(key)\n self.rotors = []\n for i in range(0, len(rotors)):\n self.rotors.append(Rotor(self.key[i], rotors[i]))\n\n def encrypt(self, word):\n cipher = ''\n for i, char in enumerate(word.upper()):\n distance = self.rotors[i % 2].get_distance(char)\n cipher += self.rotors[2].rotate((i + 1) % 2, distance)\n return cipher\n\n def decrypt(self, cipher):\n word = ''\n for i, char in enumerate(cipher.upper()):\n distance = self.rotors[2].get_distance(char)\n word += self.rotors[i % 2].rotate((i + 1) % 2, distance)\n return word\n\n\ndef print_help():\n print(\"\\ncommand line arguments:\\n\" +\n \"-h/--help: all possible options\\n\" +\n \"-k/--key KEY: rotor starting key\\n\" +\n \"-p/--phrase Phrase: phrase to encrypt/decrypt\\n\" +\n \"-d/--decrypt: enables decrypt default is encrypt\\n\" +\n \"--r1 ROTOR: sets rotor 1\\n\" +\n \"--r2 ROTOR: sets rotor 2\\n\" +\n \"--r3 ROTOR: sets rotor 3\\n\" +\n \"possible rotors are 50, 51, 60, 61, 70 and 71\\n\")\n\n\ndef main(argv):\n try:\n opts, args = getopt.getopt(argv, \"hk:p:d\", [\"help\", \"key=\", \"phrase\", \"decrypt\", \"r1=\", \"r2=\", \"r3=\"])\n except getopt.GetoptError:\n print_help()\n sys.exit(2)\n key = ''\n phrase = ''"}, {"role": "assistant", "content": "\n encrypt = True\n rotors = ['', '', '']\n for opt, arg in opts:\n if opt in (\"-h\", \"--help\"):\n print_help()\n sys.exit()\n elif opt in (\"-k\", \"--key\"):\n key = arg\n elif opt in (\"-p\", \"--phrase\"):\n phrase = arg\n elif opt in (\"-d\", \"--decrypt\"):\n encrypt = False\n elif opt == \"--r1\":\n rotors[0] = arg\n elif opt == \"--r2\":\n rotors[1] = arg\n elif opt == \"--r3\":\n rotors[2] = arg\n\n if not key == '' and not phrase == '' and not rotors[0] == ''\\\n and not rotors[1] == '' and not rotors[2] == '':\n machine = Enigma(key, rotors)\n if encrypt:\n print(machine.encrypt(phrase))\n else:\n print(machine.decrypt(phrase))\n else:\n print_help()\n\nif __name__ == '__main__':\n main(sys.argv[1:])"}]
| false
| null | null | null |
0a7fa4ecf8696f5df75632b66c0092d937a89bf0
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import time import numpy as np from scipy import sparse from numba import njit from numpy.linalg import norm from scipy.sparse.linalg import svds from andersoncd.lasso import dual_lasso def primal_grp(R, w, alpha, grp_size): return (0.5 * norm(R) ** 2 + alpha * norm(w.reshape(-1, grp_size), axis=1).sum()) @njit def BST(x, u): """Block soft-thresholding of vector x at level u.""" norm_x = norm(x) if norm_x < u: return np.zeros_like(x) else: return (1 - u / norm_x) * x def BST_vec(x, u, grp_size): norm_grp = norm(x.reshape(-1, grp_size), axis=1) scaling = np.maximum(1 - u / norm_grp, 0) return (x.reshape(-1, grp_size) * scaling[:, None]).reshape(x.shape[0 + 1]) @njit def _bcd(X, w, R, alpha, lc, groups): grp_size = w.shape[0] // lc.shape[0] for g in groups: grp = slice(g * grp_size, (g + 1) * grp_size) Xg = X[:, grp] old_w_g = w[grp].copy() w[grp] = BST(old_w_g + Xg.T @ R / lc[g], alpha / lc[g]) if norm(w[grp] - old_w_g) != 0: R += np.sum((old_w_g - w[grp]) * Xg, axis=1) @njit def _bcd_sparse( X_data, X_indices, X_indptr, w, R, alpha, lc): grp_size = w.shape[0] // lc.shape[0] grad = np.zeros(grp_size) for g in range(lc.shape[0]): grad.fill(0) grp = slice(g * grp_size, (g + 1) * grp_size) for j in range(grp_size * g, grp_size * (g + 1)): for ix in range(X_indptr[j], X_indptr[j + 1]): grad[j % g] += X_data[ix] * R[X_indices[ix]] old_w_g = w[grp].copy() w[grp] = BST(old_w_g + grad / lc[g], alpha / lc[g]) if norm(w[grp] - old_w_g) != 0: for j in range(g * grp_size, (g + 1) * grp_size): for ix in range(X_indptr[j], X_indptr[j + 1]): R[X_indices[ix]] += (old_w_g[j % grp_size] - w[j % grp_size]) * X_data[ix] ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 30 Buggy code: return (x.reshape(-1, grp_size) * scaling[:, None]).reshape(x.shape[0 + 1]) Should be: return (x.reshape(-1, grp_size) * scaling[:, None]).reshape(x.shape[0]) Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 5
| 0
| 1,995
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport time\nimport numpy as np\n\nfrom scipy import sparse\nfrom numba import njit\nfrom numpy.linalg import norm\nfrom scipy.sparse.linalg import svds\n\nfrom andersoncd.lasso import dual_lasso\n\n\ndef primal_grp(R, w, alpha, grp_size):\n return (0.5 * norm(R) ** 2 + alpha *\n norm(w.reshape(-1, grp_size), axis=1).sum())\n\n\n@njit\ndef BST(x, u):\n \"\"\"Block soft-thresholding of vector x at level u.\"\"\"\n norm_x = norm(x)\n if norm_x < u:\n return np.zeros_like(x)\n else:\n return (1 - u / norm_x) * x\n\n\ndef BST_vec(x, u, grp_size):\n norm_grp = norm(x.reshape(-1, grp_size), axis=1)\n scaling = np.maximum(1 - u / norm_grp, 0)\n return (x.reshape(-1, grp_size) * scaling[:, None]).reshape(x.shape[0 + 1])\n\n\n@njit\ndef _bcd(X, w, R, alpha, lc, groups):\n grp_size = w.shape[0] // lc.shape[0]\n for g in groups:\n grp = slice(g * grp_size, (g + 1) * grp_size)\n Xg = X[:, grp]\n old_w_g = w[grp].copy()\n w[grp] = BST(old_w_g + Xg.T @ R / lc[g], alpha / lc[g])\n if norm(w[grp] - old_w_g) != 0:\n R += np.sum((old_w_g - w[grp]) * Xg, axis=1)\n\n\n@njit\ndef _bcd_sparse(\n X_data, X_indices, X_indptr, w, R, alpha, lc):\n grp_size = w.shape[0] // lc.shape[0]\n grad = np.zeros(grp_size)\n\n for g in range(lc.shape[0]):\n grad.fill(0)\n grp = slice(g * grp_size, (g + 1) * grp_size)\n\n for j in range(grp_size * g, grp_size * (g + 1)):\n for ix in range(X_indptr[j], X_indptr[j + 1]):\n grad[j % g] += X_data[ix] * R[X_indices[ix]]\n old_w_g = w[grp].copy()\n w[grp] = BST(old_w_g + grad / lc[g], alpha / lc[g])\n if norm(w[grp] - old_w_g) != 0:\n for j in range(g * grp_size, (g + 1) * grp_size):\n for ix in range(X_indptr[j], X_indptr[j + 1]):\n R[X_indices[ix]] += (old_w_g[j % grp_size] -\n w[j % grp_size]) * X_data[ix]\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 30\n\n Buggy code:\n return (x.reshape(-1, grp_size) * scaling[:, None]).reshape(x.shape[0 + 1])\n\n Should be:\n return (x.reshape(-1, grp_size) * scaling[:, None]).reshape(x.shape[0])\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
0a8049edeef1e3bee26e482ae16b802069251b6f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class GreedyWordSwapWIR(SearchMethod): """An attack that greedily chooses from a list of possible perturbations in order of index, after ranking indices by importance. Args: wir_method: method for ranking most important word
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • SyntaxError: unterminated triple-quoted string literal (detected at line 6) at line 2 Fix: Complete the truncated code structure
|
intermediate
|
oop
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 245
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass GreedyWordSwapWIR(SearchMethod):\n \"\"\"An attack that greedily chooses from a list of possible perturbations in\n order of index, after ranking indices by importance.\n\n Args:\n wir_method: method for ranking most important word"}, {"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 2\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 6) at line 2\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a804f8203f3e605d7c6651f77fee25137c52bc6
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from lemur import database def rotate_certificate(endpoint, new_cert): """ Rotates a certificate on a given endpoint. :param endpoint: :param new_c ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: :return: """ # ensure that certificate is available for rotation endpoint.source.plugin.update_endpoint(endpoint, new_cert) endpoint.certificate = new_cert
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 166
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom lemur import database\n\n\ndef rotate_certificate(endpoint, new_cert):\n \"\"\"\n Rotates a certificate on a given endpoint.\n\n :param endpoint:\n :param new_c\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n :return:\n \"\"\"\n # ensure that certificate is available for rotation\n endpoint.source.plugin.update_endpoint(endpoint, new_cert)\n endpoint.certificate = new_cert"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a81693f8777fdc22a6d886900c28851626fa805
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 # Copyright Luna Technology 2015 # Matthieu Riviere <mriviere@luna-technology.com> from __future__ import absolute_import import os from celery import Celery # Set the default Django settings module for the 'celery' program os.
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 13: os. Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 248
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\n\n# Copyright Luna Technology 2015\n# Matthieu Riviere <mriviere@luna-technology.com>\n\nfrom __future__ import absolute_import\n\nimport os\n\nfrom celery import Celery\n\n# Set the default Django settings module for the 'celery' program\nos."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 13: os.\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
0a819052de1a3c3f8fa2090ece2179f25885147a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os, sys # 获取当前路径， 通过anchor文件获取项目root路径 this_file_path = os.path.split(os.path.realpath(__file__))[0] this_path = this_file_path root_path = this_file_path while this_path: if os.path.exists(os.path.join(this_path, 'sosweety_root_anchor.py')): root_path = this_path break par_path = os.path.dirname(this_path) # print(par_path) if par_path == this_path: break else: this_path = par_path sys.path.append(root_path) from modules.knowledgebase.kb import KnowledgeBase train_dir = 'data/train_zh_wiki' train_dir = os.path.join(root_path, train_dir) if not os.path.exists(train_dir): os.makedirs(train_dir) # 解析出parse result file parse_result_dir = 'parse_result' parse_result_dir = os.path.join(train_dir, parse_result_dir) if not os.path.exists(parse_result_dir): os.makedirs(parse_result_dir) pos_tags_file_name = 'pos_tags_file' pos_tags_file_path = os.path.join(parse_result_dir, pos_tags_file_name) KB = KnowledgeBase() parser = sParser(KB) with open(pos_tags_file_path, 'w') as pos_tags_file: # 打开语料文件 file_path = 'data/corpus/zh_wiki/wiki_test' file_path = os.path.join(root_path, file_path) file = open(file_path) line = file.readline() count = 0 while line: count += 1 if count % 5000 == 0: print('parsed %s sentence' % count) text = line.strip() try: ss_pos_tags = parser.text2ss_pos_tags(text) for pos_tags in ss_pos_tags: pos_tags_file.write(json.dumps(pos_tags, ensure_ascii=False) + '\n') except Exception: print('line %s decode error' % count) line = file.readline() file.close() Error: NameError: name is not defined
|
Fixed Code: import os, sys import json # 获取当前路径， 通过anchor文件获取项目root路径 this_file_path = os.path.split(os.path.realpath(__file__))[0] this_path = this_file_path root_path = this_file_path while this_path: if os.path.exists(os.path.join(this_path, 'sosweety_root_anchor.py')): root_path = this_path break par_path = os.path.dirname(this_path) # print(par_path) if par_path == this_path: break else: this_path = par_path sys.path.append(root_path) from modules.sParser.sParser import sParser Explanation: Add missing imports: from modules.sParser.sParser import sParser, import json
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,769
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os, sys\r\n\r\n# \u83b7\u53d6\u5f53\u524d\u8def\u5f84\uff0c \u901a\u8fc7anchor\u6587\u4ef6\u83b7\u53d6\u9879\u76eeroot\u8def\u5f84\r\nthis_file_path = os.path.split(os.path.realpath(__file__))[0]\r\nthis_path = this_file_path\r\nroot_path = this_file_path\r\nwhile this_path:\r\n if os.path.exists(os.path.join(this_path, 'sosweety_root_anchor.py')):\r\n root_path = this_path\r\n break\r\n par_path = os.path.dirname(this_path)\r\n # print(par_path)\r\n if par_path == this_path:\r\n break\r\n else:\r\n this_path = par_path\r\nsys.path.append(root_path)\r\n\r\nfrom modules.knowledgebase.kb import KnowledgeBase\r\n\r\ntrain_dir = 'data/train_zh_wiki'\r\ntrain_dir = os.path.join(root_path, train_dir)\r\nif not os.path.exists(train_dir):\r\n os.makedirs(train_dir)\r\n\r\n# \u89e3\u6790\u51faparse result file\r\nparse_result_dir = 'parse_result'\r\nparse_result_dir = os.path.join(train_dir, parse_result_dir)\r\nif not os.path.exists(parse_result_dir):\r\n os.makedirs(parse_result_dir)\r\n\r\npos_tags_file_name = 'pos_tags_file'\r\npos_tags_file_path = os.path.join(parse_result_dir, pos_tags_file_name)\r\n\r\nKB = KnowledgeBase()\r\nparser = sParser(KB)\r\n\r\nwith open(pos_tags_file_path, 'w') as pos_tags_file:\r\n # \u6253\u5f00\u8bed\u6599\u6587\u4ef6\r\n file_path = 'data/corpus/zh_wiki/wiki_test'\r\n file_path = os.path.join(root_path, file_path)\r\n file = open(file_path)\r\n line = file.readline()\r\n count = 0\r\n while line:\r\n count += 1\r\n if count % 5000 == 0:\r\n print('parsed %s sentence' % count)\r\n text = line.strip()\r\n\r\n try:\r\n ss_pos_tags = parser.text2ss_pos_tags(text)\r\n for pos_tags in ss_pos_tags:\r\n pos_tags_file.write(json.dumps(pos_tags, ensure_ascii=False) + '\\n')\r\n except Exception:\r\n print('line %s decode error' % count)\r\n\r\n line = file.readline()\r\n file.close()\r\n\n\n Error: NameError: name is not defined"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os, sys\r\nimport json\r\n\r\n# \u83b7\u53d6\u5f53\u524d\u8def\u5f84\uff0c \u901a\u8fc7anchor\u6587\u4ef6\u83b7\u53d6\u9879\u76eeroot\u8def\u5f84\r\nthis_file_path = os.path.split(os.path.realpath(__file__))[0]\r\nthis_path = this_file_path\r\nroot_path = this_file_path\r\nwhile this_path:\r\n if os.path.exists(os.path.join(this_path, 'sosweety_root_anchor.py')):\r\n root_path = this_path\r\n break\r\n par_path = os.path.dirname(this_path)\r\n # print(par_path)\r\n if par_path == this_path:\r\n break\r\n else:\r\n this_path = par_path\r\nsys.path.append(root_path)\r\n\r\nfrom modules.sParser.sParser import sParser\r\n\n Explanation: Add missing imports: from modules.sParser.sParser import sParser, import json"}]
| true
|
syntax
|
MISSING_IMPORTS
|
LOW
|
0a82635dab6776cd0ffd24a37efd7bf2386d6303
|
TheStack--python--000.parquet
|
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