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Complete this Pythoncode:Python code: from contextlib import contextmanager from django.db import DatabaseError from ..core.tracing import traced_atomic_transaction @contextmanager def transaction_with_commit_on_errors(): """Perform transaction and raise an error in any occurred.""" error = None with traced_atomic_transaction():
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try: yield except DatabaseError: raise except Exception as e: error = e if error: raise error
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intermediate
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database
|
code_completion
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Pythoncode:Python
| 1
| 0
| 475
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom contextlib import contextmanager\n\nfrom django.db import DatabaseError\n\nfrom ..core.tracing import traced_atomic_transaction\n\n\n@contextmanager\ndef transaction_with_commit_on_errors():\n \"\"\"Perform transaction and raise an error in any occurred.\"\"\"\n error = None\n with traced_atomic_transaction():"}, {"role": "assistant", "content": "\n try:\n yield\n except DatabaseError:\n raise\n except Exception as e:\n error = e\n if error:\n raise error"}]
| false
| null | null | null |
7cc17f1b77efcc568026cf1d93c6a6ded983ab6a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -------------------------------------------------------------------------------------------- # Copyright (c Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # -------------------------------------------------------------------------------------------- from azure.cli.testsdk import ScenarioTest, record_only class PolicyInsightsTests(ScenarioTest): ... [1 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 2 - expected ')' • Block at line 9 has no indented body Fix: Add missing ')' bracket at line 2
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intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 492
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# --------------------------------------------------------------------------------------------\n# Copyright (c Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for license information.\n# --------------------------------------------------------------------------------------------\n\nfrom azure.cli.testsdk import ScenarioTest, record_only\n\n\nclass PolicyInsightsTests(ScenarioTest):\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 2 - expected ')'\n \u2022 Block at line 9 has no indented body\n\n Fix: Add missing ')' bracket at line 2"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7cc1ccd2747eb46713eaccaf9ca6dc49d25b3128
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import glob import os.path import subprocess import sys import unittest import tests.bam # Complete this line import tests.gtf import tests.output_parser as output_parser import tests.test_config import tests.util class Test(tests.base_test.BaseTest): ... [26 more functiondefs truncated] ...
|
The missing line is: import tests.base_test
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intermediate
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testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 1
| 305
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport glob\nimport os.path\nimport subprocess\nimport sys\nimport unittest\n\nimport tests.bam\n # Complete this line\nimport tests.gtf\nimport tests.output_parser as output_parser\nimport tests.test_config\nimport tests.util\n\n\nclass Test(tests.base_test.BaseTest):\n\n ... [26 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nimport tests.base_test"}]
| false
| null | null | null |
7cc20f1f6a53dbfc79dbca785199d6d05868daf1
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Natural Language Toolkit: Aligner Utilities # # Copyright (C) 2001-2015 NLTK Project # Author: Anna Garbar # URL: <http://www.nltk.org/> # For license information, see LICENSE.TXT from nltk.align.api import Alignment def pharaohtext2tuples(pharaoh_text): """ Converts pharaoh text format into an Alignment object (a list of tuples). >>> pharaoh_text = '0-0 2-1 9-2 21-3 10-4 7-5' >>> pharaohtext2tuples(pharaoh_text) Alignment([(0, 0), (2, 1), (7, 5), (9, 2), (10, 4), (21, 3)]) :type pharaoh_text: str :param pharaoh_text: the word alignment outputs in the pharaoh output format :rtype: Alignment :return: An Alignment object that contains a list of integer tuples """ # Converts integers to strings for a word alignment point. list_of_tuples = [tuple(map(int,a.split('-'))) for a in pharaoh_text.split()] return Alignment(list_of_tuples) def alignment2pharaohtext(alignment): """ Converts an Alignment object (a list of tuples) into pharaoh text format. >>> alignment = [(0, 0), (2, 1), (9, 2), (21, 3), (10, 4), (7, 5)] >>> alignment2pharaohtext(alignment) '0-0 2-1 9-2 21-3 10-4 7-5'
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 11 • SyntaxError: unterminated triple-quoted string literal (detected at line 36) at line 30 Fix: Complete the function 'alignment2pharaohtext' body and add missing return
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,223
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Natural Language Toolkit: Aligner Utilities\n#\n# Copyright (C) 2001-2015 NLTK Project\n# Author: Anna Garbar\n# URL: <http://www.nltk.org/>\n# For license information, see LICENSE.TXT\n\nfrom nltk.align.api import Alignment\n\ndef pharaohtext2tuples(pharaoh_text):\n \"\"\"\n Converts pharaoh text format into an Alignment object (a list of tuples).\n \n >>> pharaoh_text = '0-0 2-1 9-2 21-3 10-4 7-5'\n >>> pharaohtext2tuples(pharaoh_text)\n Alignment([(0, 0), (2, 1), (7, 5), (9, 2), (10, 4), (21, 3)])\n \n :type pharaoh_text: str\n :param pharaoh_text: the word alignment outputs in the pharaoh output format\n :rtype: Alignment\n :return: An Alignment object that contains a list of integer tuples \n \"\"\"\n\n # Converts integers to strings for a word alignment point.\n list_of_tuples = [tuple(map(int,a.split('-'))) for a in pharaoh_text.split()]\n return Alignment(list_of_tuples)\n \n\ndef alignment2pharaohtext(alignment):\n \"\"\"\n Converts an Alignment object (a list of tuples) into pharaoh text format.\n \n >>> alignment = [(0, 0), (2, 1), (9, 2), (21, 3), (10, 4), (7, 5)]\n >>> alignment2pharaohtext(alignment)\n '0-0 2-1 9-2 21-3 10-4 7-5'"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 11\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 36) at line 30\n\n Fix: Complete the function 'alignment2pharaohtext' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
7cc57c915f6cace046e0bbe739957206038f009f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # -*- encoding: utf-8 -*- """A module with test cases for the YARA database method.""" import os from grr_response_server.databases import db from grr_response_server.rdfvalues import objects as rdf_objects class DatabaseTestYaraMixin(object): """A mixin class for testing YARA methods of database implementations.""" def testWriteYaraSignatureReferenceIncorrectUsername(self): blob_id = rdf_objects.BlobID(os.urandom(32)) with self.assertRaises(db.UnknownGRRUserError) as context: self.db.WriteYaraSignatureReference(blob_id=blob_id, username="quux") self.assertEqual(context.exception.username, "quux") def testWriteYaraSignatureReferenceDuplicated(self): self.db.WriteGRRUser("foo") blob_id = rdf_objects.BlobID(os.urandom(32))
|
# Writing duplicated signatures is possible, it should not raise. self.db.WriteYaraSignatureReference(blob_id=blob_id, username="foo") self.db.WriteYaraSignatureReference(blob_id=blob_id, username="foo") def testVerifyYaraSignatureReferenceSimple(self): self.db.WriteGRRUser("foo") blob_id = rdf_objects.BlobID(os.urandom(32)) self.db.WriteYaraSignatureReference(blob_id=blob_id, username="foo") self.assertTrue(self.db.VerifyYaraSignatureReference(blob_id)) def testVerifyYaraSignatureReferenceIncorrect(self): blob_id = rdf_objects.BlobID(os.urandom(32)) self.assertFalse(self.db.VerifyYaraSignatureReference(blob_id))
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 4
| 1
| 1,461
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- encoding: utf-8 -*-\n\"\"\"A module with test cases for the YARA database method.\"\"\"\n\nimport os\n\nfrom grr_response_server.databases import db\nfrom grr_response_server.rdfvalues import objects as rdf_objects\n\n\nclass DatabaseTestYaraMixin(object):\n \"\"\"A mixin class for testing YARA methods of database implementations.\"\"\"\n\n def testWriteYaraSignatureReferenceIncorrectUsername(self):\n blob_id = rdf_objects.BlobID(os.urandom(32))\n\n with self.assertRaises(db.UnknownGRRUserError) as context:\n self.db.WriteYaraSignatureReference(blob_id=blob_id, username=\"quux\")\n\n self.assertEqual(context.exception.username, \"quux\")\n\n def testWriteYaraSignatureReferenceDuplicated(self):\n self.db.WriteGRRUser(\"foo\")\n\n blob_id = rdf_objects.BlobID(os.urandom(32))"}, {"role": "assistant", "content": "\n\n # Writing duplicated signatures is possible, it should not raise.\n self.db.WriteYaraSignatureReference(blob_id=blob_id, username=\"foo\")\n self.db.WriteYaraSignatureReference(blob_id=blob_id, username=\"foo\")\n\n def testVerifyYaraSignatureReferenceSimple(self):\n self.db.WriteGRRUser(\"foo\")\n\n blob_id = rdf_objects.BlobID(os.urandom(32))\n self.db.WriteYaraSignatureReference(blob_id=blob_id, username=\"foo\")\n\n self.assertTrue(self.db.VerifyYaraSignatureReference(blob_id))\n\n def testVerifyYaraSignatureReferenceIncorrect(self):\n blob_id = rdf_objects.BlobID(os.urandom(32))\n\n self.assertFalse(self.db.VerifyYaraSignatureReference(blob_id))"}]
| false
| null | null | null |
7cc70ea72109b3602fc21ef2eb53e2e3c1469770
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 import copy import math import torch from ..distributions import MultivariateNormal from ..lazy import DiagLazyTensor, LowRankRootAddedDiagLazyTensor, LowRankRootLazyTensor, MatmulLazyTensor, delazify from ..mlls import InducingPointKernelAddedLossTerm from ..models import exact_prediction_strategies from ..utils.cholesky import psd_safe_cholesky from .kernel import Kernel class InducingPointKernel(Kernel): def __init__(self, base_kernel, inducing_points, likelihood, active_dims=None): super(InducingPointKernel, self).__init__(active_dims=active_dims) self.base_kernel = base_kernel self.likelihood = likelihood if inducing_points.ndimension() == 1: inducing_points = inducing_points.unsqueeze(-1) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.register_parameter(name="inducing_points", parameter=torch.nn.Parameter(inducing_points)) self.register_added_loss_term("inducing_point_loss_term") def _clear_cache(self):
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 5
| 1
| 780
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport copy\nimport math\n\nimport torch\n\nfrom ..distributions import MultivariateNormal\nfrom ..lazy import DiagLazyTensor, LowRankRootAddedDiagLazyTensor, LowRankRootLazyTensor, MatmulLazyTensor, delazify\nfrom ..mlls import InducingPointKernelAddedLossTerm\nfrom ..models import exact_prediction_strategies\nfrom ..utils.cholesky import psd_safe_cholesky\nfrom .kernel import Kernel\n\n\nclass InducingPointKernel(Kernel):\n def __init__(self, base_kernel, inducing_points, likelihood, active_dims=None):\n super(InducingPointKernel, self).__init__(active_dims=active_dims)\n self.base_kernel = base_kernel\n self.likelihood = likelihood\n\n if inducing_points.ndimension() == 1:\n inducing_points = inducing_points.unsqueeze(-1)\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 self.register_parameter(name=\"inducing_points\", parameter=torch.nn.Parameter(inducing_points))\n self.register_added_loss_term(\"inducing_point_loss_term\")\n\n def _clear_cache(self):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cc7a37d4874c578241d8fb555c025d8c962058b
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import logging import os from flask import Flask from flask_cors import CORS from app.extensions import api from app.extensions.database import db from app.extensions.schema import ma from app.views import albums, artists, hello, tracks def create_app(config, **kwargs): logging.basicConfig(level=logging.INFO) app = Flask(__name__, **kwargs) CORS(app, resources={r"/api/*": {"origins": "*"}}) app.config.from_obje
|
Syntax Analysis: Syntax Errors Found: • Block at line 13 has no indented body Fixes: • Add docstring to function 'create_app'
|
intermediate
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api
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 437
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport logging\nimport os\n\nfrom flask import Flask\nfrom flask_cors import CORS\n\nfrom app.extensions import api\nfrom app.extensions.database import db\nfrom app.extensions.schema import ma\nfrom app.views import albums, artists, hello, tracks\n\n\ndef create_app(config, **kwargs):\n\n logging.basicConfig(level=logging.INFO)\n\n app = Flask(__name__, **kwargs)\n CORS(app, resources={r\"/api/*\": {\"origins\": \"*\"}})\n\n app.config.from_obje"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 13 has no indented body\n\n Fixes:\n \u2022 Add docstring to function 'create_app'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7cc9967d7946d0cff670ce2e551feabb3ef304ce
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from flask import Flask, url_for, request, redirect from flask import render_template as render from flask_mysqldb import MySQL import yaml import json import MySQLdb import decimal class Encoder(json.JSONEncoder): def default(self, obj): if isinstance(obj, decimal.Decimal): return str(obj) # Setting up the flask instance app = Flask(__name__) # Configure the database db = yaml.load(open('db.yaml')) app.config['MYSQL_HOST'] = db['mysql_host'] app.config['MYSQL_USER'] = db['mysql_user'] app.config['MYSQL_PASSWORD'] = db['mysql_password'] app.config['MYSQL_DB'] = db['mysql_db'] mysql = MySQL(app) link = {x:x for x in ["location", "product", "movement"]} link["index"] = '/' def init_database(): cursor = mysql.connection.cursor() # Initialise all tables cursor.execute(""" CREATE TABLE IF NOT EXISTS products(prod_id integer primary key auto_increment, prod_name varchar(20) UNIQUE NOT NULL, prod_quantity integer not null, unallocated_quantity integer); """) # Might have to create a trigger, let's see! cursor.execute(""" CREATE TABLE IF NOT EXISTS location(loc_id integer primary key auto_increment, loc_name varchar(20) unique not null); """) cursor.execute(""" CREATE TABLE IF NOT EXISTS logistics(trans_id integer primary key auto_increment, prod_id INTEGER NOT NULL, from_loc_id
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 35 • Unclosed '(' at line 47 - expected ')' • Unclosed '(' at line 48 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 1,446
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom flask import Flask, url_for, request, redirect\nfrom flask import render_template as render\nfrom flask_mysqldb import MySQL\nimport yaml\nimport json\nimport MySQLdb\n\n\nimport decimal\n\nclass Encoder(json.JSONEncoder):\n def default(self, obj):\n if isinstance(obj, decimal.Decimal): \n return str(obj)\n\n# Setting up the flask instance\napp = Flask(__name__)\n\n# Configure the database\ndb = yaml.load(open('db.yaml'))\napp.config['MYSQL_HOST'] = db['mysql_host']\napp.config['MYSQL_USER'] = db['mysql_user']\napp.config['MYSQL_PASSWORD'] = db['mysql_password']\napp.config['MYSQL_DB'] = db['mysql_db']\n\nmysql = MySQL(app)\n\nlink = {x:x for x in [\"location\", \"product\", \"movement\"]}\nlink[\"index\"] = '/'\n\ndef init_database():\n cursor = mysql.connection.cursor()\n\n # Initialise all tables\n cursor.execute(\"\"\" \n CREATE TABLE IF NOT EXISTS products(prod_id integer primary key auto_increment,\n prod_name varchar(20) UNIQUE NOT NULL,\n prod_quantity integer not null,\n unallocated_quantity integer);\n \"\"\")\n # Might have to create a trigger, let's see!\n\n cursor.execute(\"\"\" \n CREATE TABLE IF NOT EXISTS location(loc_id integer primary key auto_increment,\n\t\t\t\t\t\t\t\t\t\tloc_name varchar(20) unique not null);\n \"\"\")\n cursor.execute(\"\"\" \n CREATE TABLE IF NOT EXISTS logistics(trans_id integer primary key auto_increment,\n\t\t\t\t\t\t\t\t\t\tprod_id INTEGER NOT NULL,\n\t\t\t\t\t\t\t\t\t\tfrom_loc_id"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 35\n \u2022 Unclosed '(' at line 47 - expected ')'\n \u2022 Unclosed '(' at line 48 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cc9e6223af3f0ca91fd050679827da65d115102
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import print_function import unittest import numpy as np from inference_pass_test import InferencePassTest import paddle.fluid as fluid import paddle.fluid.core as core from paddle.fluid.core import PassVersionChecker from paddle.fluid.core import AnalysisConfig class TRTReduceMeanTest(InferencePassTest): def setUp(self): with fluid.program_guard(self.main_program, self.startup_program): data = fluid.data( name="data", shape=[-1, 3, -1, -1], dtype="float32") reduce_mean = fluid.layers.reduce_mean( data, dim=[2, -1], keep_dim=True) out = fluid.layers.batch_norm(reduce_mean, is_test=True) self.feeds = { "data": np.random.random([3, 3, 56, 56]).astype("float32"), } self.enable_trt = True self.trt_parameters = TRTReduceMeanTest.TensorRTParam( 1 << 30, 32, 1, AnalysisConfig.Precision.Float32, False, False) self.fetch_list = [out] self.dynamic_shape_params = TRTReduceMeanTest.DynamicShapeParam({ 'data': [1, 3, 16, 16] }, {'data': [3, 3, 56, 56]}, {'data': [3, 3, 56, 56]}, False) def test_check_output(self): if core.is_compiled_with_cuda(): use_gpu = True self.check_output_with_option(use_gpu, flatten=True) self.assertTrue( PassVersionChecker.IsCompatible('tensorrt_subgraph_pass')) class TRTReduceMeanAllNoBatchTest(InferencePassTest): ... [20 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 54 has no indented body IndentationError at line 56 ⚠️ Code quality: Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
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advanced
|
testing
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code_review
|
Pythoncode:Python
| 2
| 2
| 2,166
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nfrom __future__ import print_function\n\nimport unittest\nimport numpy as np\nfrom inference_pass_test import InferencePassTest\nimport paddle.fluid as fluid\nimport paddle.fluid.core as core\nfrom paddle.fluid.core import PassVersionChecker\nfrom paddle.fluid.core import AnalysisConfig\n\n\nclass TRTReduceMeanTest(InferencePassTest):\n def setUp(self):\n with fluid.program_guard(self.main_program, self.startup_program):\n data = fluid.data(\n name=\"data\", shape=[-1, 3, -1, -1], dtype=\"float32\")\n reduce_mean = fluid.layers.reduce_mean(\n data, dim=[2, -1], keep_dim=True)\n out = fluid.layers.batch_norm(reduce_mean, is_test=True)\n\n self.feeds = {\n \"data\": np.random.random([3, 3, 56, 56]).astype(\"float32\"),\n }\n self.enable_trt = True\n self.trt_parameters = TRTReduceMeanTest.TensorRTParam(\n 1 << 30, 32, 1, AnalysisConfig.Precision.Float32, False, False)\n self.fetch_list = [out]\n self.dynamic_shape_params = TRTReduceMeanTest.DynamicShapeParam({\n 'data': [1, 3, 16, 16]\n }, {'data': [3, 3, 56, 56]}, {'data': [3, 3, 56, 56]}, False)\n\n def test_check_output(self):\n if core.is_compiled_with_cuda():\n use_gpu = True\n self.check_output_with_option(use_gpu, flatten=True)\n self.assertTrue(\n PassVersionChecker.IsCompatible('tensorrt_subgraph_pass'))\n\n\nclass TRTReduceMeanAllNoBatchTest(InferencePassTest):\n\n ... [20 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 54 has no indented body\n IndentationError at line 56\n\n\u26a0\ufe0f Code quality:\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 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
7ccbe673fd6019f10368e191ac41278443f5c053
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: _base_ = [ '../_base_/models/cascade_rcnn_r50_fpn.py', './dataset_base.py', './scheduler_base.py', '../_base_/default_runtime.py' ] model = dict( pretrained='open-mmlab://resnext101_32x4d', backbone=dict( type='DetectoRS_ResNeXt', pretrained='open-mmlab://resnext101_32x4d', depth=101, groups=32, base_width=4, conv_cfg=dict(type='ConvAWS'), sac=dict(type='SAC', use_deform=True), stage_with_sac=(False, True, True, True), output_img=True, plugins=[ dict( cfg=dict( type='GeneralizedAttention', spatial_range=-1, num_heads=8, attention_type='0010', kv_stride=2), stages=(False, False, True, True), in_channels=512, position='after_conv2') ] ), neck=dict( type='RFP', rfp_steps=2, aspp_out_channels=64, aspp_dilations=(1, 3, 6, 1), rfp_backbone=dict( rfp_inplanes=256, type='DetectoRS_ResNeXt', depth=101, groups=32, base_width=4, num_stages=4, out_indices=(0, 1, 2, 3), frozen_stages=1, norm_cfg=dict(type='BN', requires_grad=True), norm_eval=True,
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conv_cfg=dict(type='ConvAWS'), sac=dict(type='SAC', use_deform=True), stage_with_sac=(False, True, True, True), pretrained='open-mmlab://resnext101_32x4d', style='pytorch')), roi_head=dict( bbox_head=[ dict( type='Shared2FCBBoxHead', num_classes=14 ), dict( type='Shared2FCBBoxHead', num_classes=14 ), dict( type='Shared2FCBBoxHead', num_classes=14 ) ] ), test_cfg=dict( rpn=dict( nms_thr=0.7 ), rcnn=dict( score_thr=0.0, nms=dict(type='nms', iou_threshold=0.4) ) ) )
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intermediate
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testing
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code_completion
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Pythoncode:Python
| 0
| 0
| 2,202
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n_base_ = [\n '../_base_/models/cascade_rcnn_r50_fpn.py',\n './dataset_base.py',\n './scheduler_base.py',\n '../_base_/default_runtime.py'\n]\n\nmodel = dict(\n pretrained='open-mmlab://resnext101_32x4d',\n backbone=dict(\n type='DetectoRS_ResNeXt',\n pretrained='open-mmlab://resnext101_32x4d',\n depth=101,\n groups=32,\n base_width=4,\n conv_cfg=dict(type='ConvAWS'),\n sac=dict(type='SAC', use_deform=True),\n stage_with_sac=(False, True, True, True),\n output_img=True,\n plugins=[\n dict(\n cfg=dict(\n type='GeneralizedAttention',\n spatial_range=-1,\n num_heads=8,\n attention_type='0010',\n kv_stride=2),\n stages=(False, False, True, True),\n in_channels=512,\n position='after_conv2')\n ]\n ),\n neck=dict(\n type='RFP',\n rfp_steps=2,\n aspp_out_channels=64,\n aspp_dilations=(1, 3, 6, 1),\n rfp_backbone=dict(\n rfp_inplanes=256,\n type='DetectoRS_ResNeXt',\n depth=101,\n groups=32,\n base_width=4,\n num_stages=4,\n out_indices=(0, 1, 2, 3),\n frozen_stages=1,\n norm_cfg=dict(type='BN', requires_grad=True),\n norm_eval=True,"}, {"role": "assistant", "content": "\n conv_cfg=dict(type='ConvAWS'),\n sac=dict(type='SAC', use_deform=True),\n stage_with_sac=(False, True, True, True),\n pretrained='open-mmlab://resnext101_32x4d',\n style='pytorch')),\n roi_head=dict(\n bbox_head=[\n dict(\n type='Shared2FCBBoxHead',\n num_classes=14\n ),\n dict(\n type='Shared2FCBBoxHead',\n num_classes=14\n ),\n dict(\n type='Shared2FCBBoxHead',\n num_classes=14\n )\n ]\n ),\n test_cfg=dict(\n rpn=dict(\n nms_thr=0.7\n ),\n rcnn=dict(\n score_thr=0.0,\n nms=dict(type='nms', iou_threshold=0.4)\n )\n )\n)"}]
| false
| null | null | null |
7ccc10fc8c636712784281edcf93b9e16ef2ae97
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # ---------------------------------------------------------------------------- # Copyright (c) 2013--, scikit-bio development team. # # Distributed under the terms of the Modified BSD License. # # The full license is in the file COPYING.txt, distributed with this software. # ---------------------------------------------------------------------------- from __future__ import absolute_import, division, print_function from unittest import TestCase, main import numpy as np import numpy.testing as npt import matplotlib.pyplot as plt from skbio.draw import boxplots, grouped_distributions from skbio.draw._distributions import ( class DistributionsTests(TestCase): def setUp(self): # Test null data list. self.Null = None # Test empty data list. self.Empty = [] # Test nested empty data list. self.EmptyNested = [[]] # Test nested empty data list (for bar/scatter plots). self.EmptyDeeplyNested = [[[]]] # Test invalid number of samples in data list (for bar/scatter plots). self.InvalidNumSamples = [[[1, 2, 3, 4, 5]],
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 18 - expected ')' • Unclosed '[' at line 34 - expected ']' • Invalid syntax at line 19: class DistributionsTests(TestCase): Fix: Complete the truncated code structure
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advanced
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testing
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error_detection
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Pythoncode:Python
| 5
| 1
| 1,110
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# ----------------------------------------------------------------------------\n# Copyright (c) 2013--, scikit-bio development team.\n#\n# Distributed under the terms of the Modified BSD License.\n#\n# The full license is in the file COPYING.txt, distributed with this software.\n# ----------------------------------------------------------------------------\n\nfrom __future__ import absolute_import, division, print_function\n\nfrom unittest import TestCase, main\n\nimport numpy as np\nimport numpy.testing as npt\nimport matplotlib.pyplot as plt\n\nfrom skbio.draw import boxplots, grouped_distributions\nfrom skbio.draw._distributions import (\nclass DistributionsTests(TestCase):\n def setUp(self):\n # Test null data list.\n self.Null = None\n\n # Test empty data list.\n self.Empty = []\n\n # Test nested empty data list.\n self.EmptyNested = [[]]\n\n # Test nested empty data list (for bar/scatter plots).\n self.EmptyDeeplyNested = [[[]]]\n\n # Test invalid number of samples in data list (for bar/scatter plots).\n self.InvalidNumSamples = [[[1, 2, 3, 4, 5]],"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 18 - expected ')'\n \u2022 Unclosed '[' at line 34 - expected ']'\n \u2022 Invalid syntax at line 19: class DistributionsTests(TestCase):\n\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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7cccbb5b10c9e4406bbef811b8c0c86a34ddfd24
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from lmsrvcore.api.interfaces.user import User from lmsrvcore.api.interfaces.git import GitCommit, GitRef, GitRepository
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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beginner
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api
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refactoring
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Pythoncode:Python
| 0
| 0
| 122
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom lmsrvcore.api.interfaces.user import User\nfrom lmsrvcore.api.interfaces.git import GitCommit, GitRef, GitRepository"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7ccec8a64f1094a2aaa4d1c42f4858ca203734a3
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Copyright 2018 The TensorFlow Probability Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================ class InvertBijectorTest(tf.test.TestCase): """Tests the correctness of the Y = Invert(bij) transformation.""" def testBijector(self): for fwd in [ tfb.Identity(), tfb.Exp(), tfb.Affine(shift=[0., 1.], scale_diag=[2., 3.]), tfb.Softplus(), tfb.SoftmaxCentered(), ]: rev = tfb.Invert(fwd) self.assertStartsWith(rev.name, "_".join(["invert", fwd.name])) x = [[[1., 2.], [2., 3.]]] self.assertAllClose( self.evaluate(fwd.inverse(x)), self.evaluate(rev.forward(x))) self.assertAllClose( self.evaluate(fwd.forward(x)), self.evaluate(rev.inverse(x))) self.assertAllClose( self.evaluate(fwd.forward_log_det_jacobian(x, event_ndims=1)), self.evaluate(rev.inverse_log_det_jacobian(x, event_ndims=1))) self.assertAllClose( self.evaluate(fwd.inverse_log_det_jacobian(x, event_ndims=1)), self.evaluate(rev.forward_log_det_jacobian(x, event_ndims=1))) def testScalarCongruency(self): bijector = tfb.Invert(tfb.Exp()) bijector_test_util.assert_scalar_congruency( bijector, lower_x=1e-3, upper_x=1.5, eval_func=self.evaluate, rtol=0.05) def testShapeGetters(self): bijector = tfb.Invert( tfb.SoftmaxCentered(validate_args=True)) x = tf.TensorShape([2]) y = tf.TensorShape([1]) self.assertAllEqual(y, bijector.forward_event_shape(x)) self.assertAllEqual( tensorshape_util.as_list(y), self.evaluate( bijector.forward_event_shape_tensor(tensorshape_util.as_list(x)))) self.assertAllEqual(x, bijector.inverse_event_shape(y)) self.assertAllEqual( tensorshape_util.as_list(x), self.evaluate( bijector.inverse_event_shape_tensor(tensorshape_util.as_list(y)))) def testDocstringExample(self): exp_gamma_distribution = ( tfd.TransformedDistribution( distribution=tfd.Gamma(concentration=1., rate=2.), bijector=tfb.Invert(tfb.Exp()))) self.assertAllEqual( [], self.evaluate( tf.shape( exp_gamma_distribution.sample(seed=tfp_test_util.test_seed())))) if __name__ == "__main__": tf.test.main()
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Code Review: ⚠️ Code quality: Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 ✨ Improvements: Add docstring to function 'testShapeGetters'
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advanced
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testing
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code_review
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Pythoncode:Python
| 4
| 1
| 2,917
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2018 The TensorFlow Probability Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ============================================================================\nclass InvertBijectorTest(tf.test.TestCase):\n \"\"\"Tests the correctness of the Y = Invert(bij) transformation.\"\"\"\n\n def testBijector(self):\n for fwd in [\n tfb.Identity(),\n tfb.Exp(),\n tfb.Affine(shift=[0., 1.], scale_diag=[2., 3.]),\n tfb.Softplus(),\n tfb.SoftmaxCentered(),\n ]:\n rev = tfb.Invert(fwd)\n self.assertStartsWith(rev.name, \"_\".join([\"invert\", fwd.name]))\n x = [[[1., 2.],\n [2., 3.]]]\n self.assertAllClose(\n self.evaluate(fwd.inverse(x)), self.evaluate(rev.forward(x)))\n self.assertAllClose(\n self.evaluate(fwd.forward(x)), self.evaluate(rev.inverse(x)))\n self.assertAllClose(\n self.evaluate(fwd.forward_log_det_jacobian(x, event_ndims=1)),\n self.evaluate(rev.inverse_log_det_jacobian(x, event_ndims=1)))\n self.assertAllClose(\n self.evaluate(fwd.inverse_log_det_jacobian(x, event_ndims=1)),\n self.evaluate(rev.forward_log_det_jacobian(x, event_ndims=1)))\n\n def testScalarCongruency(self):\n bijector = tfb.Invert(tfb.Exp())\n bijector_test_util.assert_scalar_congruency(\n bijector, lower_x=1e-3, upper_x=1.5, eval_func=self.evaluate, rtol=0.05)\n\n def testShapeGetters(self):\n bijector = tfb.Invert(\n tfb.SoftmaxCentered(validate_args=True))\n x = tf.TensorShape([2])\n y = tf.TensorShape([1])\n self.assertAllEqual(y, bijector.forward_event_shape(x))\n self.assertAllEqual(\n tensorshape_util.as_list(y),\n self.evaluate(\n bijector.forward_event_shape_tensor(tensorshape_util.as_list(x))))\n self.assertAllEqual(x, bijector.inverse_event_shape(y))\n self.assertAllEqual(\n tensorshape_util.as_list(x),\n self.evaluate(\n bijector.inverse_event_shape_tensor(tensorshape_util.as_list(y))))\n\n def testDocstringExample(self):\n exp_gamma_distribution = (\n tfd.TransformedDistribution(\n distribution=tfd.Gamma(concentration=1., rate=2.),\n bijector=tfb.Invert(tfb.Exp())))\n self.assertAllEqual(\n [],\n self.evaluate(\n tf.shape(\n exp_gamma_distribution.sample(seed=tfp_test_util.test_seed()))))\n\n\nif __name__ == \"__main__\":\n tf.test.main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n\n\u2728 Improvements:\n Add docstring to function 'testShapeGetters'"}]
| false
| null | null | null |
7cced65964aa995783474d3ea16a3fdb37a88182
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- ################################################################### # Author: Mu yanru # Date : 2019.2 # Email : muyanru345@163.com ################################################################### class MAlert(QWidget): """ Alert component for feedback. Property: dayu_type: The feedback type with different color container. dayu_text: The feedback string showed in container. """ InfoType = 'info' SuccessType = 'success' WarningType = 'warning' ErrorType = 'error' def __init__(self, text='', parent=None, flags=Qt.Widget): super(MAlert, self).__init__(parent, flags) self.setAttribute(Qt.WA_StyledBackground) self._icon_label = MAvatar() self._icon_label.set_dayu_size(dayu_theme.tiny) self._content_label = MLabel().secondary() self._close_button = MToolButton().svg('close_line.svg').tiny().icon_only() self._close_button.clicked.connect(functools.partial(self.setVisible, False)) self._main_lay = QHBoxLayout() self._main_lay.setContentsMargins(8, 8, 8, 8) self._main_lay.addWidget(self._icon_label) self._main_lay.addWidget(self._content_label) self._main_lay.addStretch() self._main_lay.addWidget(self._close_button) self.setLayout(self._main_lay) self.set_show_icon(True) self.set_closeable(False) self._dayu_type = None self._dayu_text = None self.set_dayu_type(MAlert.InfoType) self.set_dayu_text(text) def set_closeable(self, closeable): """Display the close icon button or not.""" self._close_button.setVisible(closeable) def set_show_icon(self, show_icon): """Display the information type icon or not.""" self._icon_label.setVisible(show_icon) def _set_dayu_text(self): self._content_label.setText(self._dayu_text) self.setVisible(bool(self._dayu_text)) def set_dayu_text(self, value): """Set the feedback content.""" if isinstance(value, six.string_types): self._dayu_text = value else: raise TypeError("Input argument 'value' should be string type, " "but get {}".format(type(value))) self._set_dayu_text() def _set_dayu_type(self): self._icon_label.set_dayu_image(MPixmap('{}_fill.svg'.format(self._dayu_type), vars(dayu_theme).get(self._dayu_type + '_color'))) self.style().polish(self) ... [8 more functiondefs truncated] ...
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Functions: __init__, set_closeable, set_show_icon, _set_dayu_text, set_dayu_text Classes: MAlert This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 6
| 1
| 2,641
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n###################################################################\n# Author: Mu yanru\n# Date : 2019.2\n# Email : muyanru345@163.com\n###################################################################\nclass MAlert(QWidget):\n \"\"\"\n Alert component for feedback.\n\n Property:\n dayu_type: The feedback type with different color container.\n dayu_text: The feedback string showed in container.\n \"\"\"\n InfoType = 'info'\n SuccessType = 'success'\n WarningType = 'warning'\n ErrorType = 'error'\n\n def __init__(self, text='', parent=None, flags=Qt.Widget):\n super(MAlert, self).__init__(parent, flags)\n self.setAttribute(Qt.WA_StyledBackground)\n self._icon_label = MAvatar()\n self._icon_label.set_dayu_size(dayu_theme.tiny)\n self._content_label = MLabel().secondary()\n self._close_button = MToolButton().svg('close_line.svg').tiny().icon_only()\n self._close_button.clicked.connect(functools.partial(self.setVisible, False))\n\n self._main_lay = QHBoxLayout()\n self._main_lay.setContentsMargins(8, 8, 8, 8)\n self._main_lay.addWidget(self._icon_label)\n self._main_lay.addWidget(self._content_label)\n self._main_lay.addStretch()\n self._main_lay.addWidget(self._close_button)\n\n self.setLayout(self._main_lay)\n\n self.set_show_icon(True)\n self.set_closeable(False)\n self._dayu_type = None\n self._dayu_text = None\n self.set_dayu_type(MAlert.InfoType)\n self.set_dayu_text(text)\n\n def set_closeable(self, closeable):\n \"\"\"Display the close icon button or not.\"\"\"\n self._close_button.setVisible(closeable)\n\n def set_show_icon(self, show_icon):\n \"\"\"Display the information type icon or not.\"\"\"\n self._icon_label.setVisible(show_icon)\n\n def _set_dayu_text(self):\n self._content_label.setText(self._dayu_text)\n self.setVisible(bool(self._dayu_text))\n\n def set_dayu_text(self, value):\n \"\"\"Set the feedback content.\"\"\"\n if isinstance(value, six.string_types):\n self._dayu_text = value\n else:\n raise TypeError(\"Input argument 'value' should be string type, \"\n \"but get {}\".format(type(value)))\n self._set_dayu_text()\n\n def _set_dayu_type(self):\n self._icon_label.set_dayu_image(MPixmap('{}_fill.svg'.format(self._dayu_type),\n vars(dayu_theme).get(self._dayu_type + '_color')))\n self.style().polish(self)\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, set_closeable, set_show_icon, _set_dayu_text, set_dayu_text\n Classes: MAlert\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7ccf2b0c1cc9f5a9318ca8b0e302ba7e965fbb1e
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # SCH1101.sh --> JB_SALES_HIERARCHY_FLAG_N_SR.py #************************************************************************************************************** # # Created by : bibin # Version : 1.0 # # Description : # 1. This script will load the data into 'SALES_HIERARCHY' table based on stream lookups. # # # Initial Creation: # # Date (YYYY-MM-DD) Change Description # ----------------- ------------------ # 2018-11-02 Initial creation # #************************************************************************************************************** # Importing required Lib from dependencies.spark import start_spark from dependencies.EbiReadWrite import EbiReadWrite import logging import sys from time import gmtime, strftime import cx_Oracle import py4j import pyspark # Spark logging ... [2 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 9 has no indented body Block at line 13 has no indented body Invalid syntax at line 34: ... [2 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
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ui
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debugging
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Pythoncode:Python
| 0
| 0
| 912
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# SCH1101.sh --> JB_SALES_HIERARCHY_FLAG_N_SR.py\n\n\n#**************************************************************************************************************\n#\n# Created by : bibin\n# Version : 1.0\n#\n# Description :\n# 1. This script will load the data into 'SALES_HIERARCHY' table based on stream lookups.\n#\n#\n# Initial Creation:\n#\n# Date (YYYY-MM-DD) Change Description\n# ----------------- ------------------\n# 2018-11-02 Initial creation\n#\n#**************************************************************************************************************\n\n\n# Importing required Lib\nfrom dependencies.spark import start_spark\nfrom dependencies.EbiReadWrite import EbiReadWrite\nimport logging\nimport sys\nfrom time import gmtime, strftime\nimport cx_Oracle\nimport py4j\nimport pyspark\n\n# Spark logging\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 9 has no indented body\n Block at line 13 has no indented body\n Invalid syntax at line 34: ... [2 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
7cd14d3a6d6b9088b4271089222cd9080f058243
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: def decodeLongLong(lst): high = int(lst[0]) << 32 low = int(lst[1]) if low < 0: low += 4294967296 if high < 0: high += 4294967296 return high + low def encodeLongLong(i): high = int(i / 4294967296) low = i - high return high, low def parseOk(str): if str == 'ok': return True else: return False def printList(lst): #for i in range(len(lst)): # print i, '\t', repr(lst[i]) pass # t is a nine item tuple returned by the time module. This method converts it to # MythTV's standard representation used on filenames def encodeTime(t): ret = '' for i in t[:-3]: si = str(i) ... code continues ...
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Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: if len(si) < 2: ret += si.zfill(2) else: ret += si return ret
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intermediate
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data_processing
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incomplete_code
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Pythoncode:Python
| 5
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| 596
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndef decodeLongLong(lst):\n\thigh = int(lst[0]) << 32\n\tlow = int(lst[1])\n\tif low < 0:\n\t\tlow += 4294967296\n\tif high < 0:\n\t\thigh += 4294967296\n\treturn high + low\n\ndef encodeLongLong(i):\n\thigh = int(i / 4294967296)\n\tlow = i - high\n\treturn high, low\n\ndef parseOk(str):\n\tif str == 'ok':\n\t\treturn True\n\telse:\n\t\treturn False\n\ndef printList(lst):\n\t#for i in range(len(lst)):\n\t#\tprint i, '\\t', repr(lst[i])\n\tpass\n\n# t is a nine item tuple returned by the time module. This method converts it to\n# MythTV's standard representation used on filenames\ndef encodeTime(t):\n\tret = ''\n\tfor i in t[:-3]:\n\t\tsi = str(i)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: For block is incomplete - body missing\n\n To complete:\n \u2022 Add body to For block or use 'pass' statement\n\n Example continuation:\n\t\tif len(si) < 2:\n\t\t\tret += si.zfill(2)\n\t\telse:\n\t\t\tret += si\n\treturn ret"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
7cd1e3bcc66dd50fd9167cfd73166db8b21f6910
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 import argparse import openem import os import cv2 import numpy as np from openem.tracking import * import json import sys import datetime import tator from pprint import pprint from collections import defaultdict import yaml import math import subprocess import sys def crop_localization(frame_bgr, localization): img_width = frame_bgr.shape[1] img_height = frame_bgr.shape[0] box_x = round(localization['x'] * img_width) box_y = round(localization['y'] * img_height) box_width = round(localization['width'] * img_width) box_height = round(localization['height'] * img_height) img_crop = frame_bgr[box_y:box_y+box_height,box_x:box_x+box_width,:] return img_crop def join_up_iteration(detections, track_ids): tracklets = defaultdict(list) num_tracklets = np.max(track_ids) + 1 assert(len(detections) == len(track_ids)) for d,tid in zip(detections, track_ids): tracklets[tid].append(d) return tracklets def extend_tracklets(tracklets, length): for track_id,track in tracklets.items(): if len(track) <= 16: continue ext_length = min(length,len(track)) sum_h=0.0 sum_w=0.0 track.sort(key=lambda x:x['frame']) ... [5 more functiondefs truncated] .. Error: IndentationError: unexpected indent
|
Fixed Code: #!/usr/bin/env python3 import argparse import openem import os import cv2 import numpy as np from openem.tracking import * import json import sys import datetime import tator from pprint import pprint from collections import defaultdict import yaml import math import subprocess import sys Explanation: Fix indentation to match Python syntax rules
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intermediate
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testing
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,348
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport argparse\nimport openem\nimport os\nimport cv2\nimport numpy as np\nfrom openem.tracking import *\nimport json\nimport sys\nimport datetime\nimport tator\nfrom pprint import pprint\nfrom collections import defaultdict\n\nimport yaml\nimport math\n\nimport subprocess\nimport sys\n\ndef crop_localization(frame_bgr, localization):\n img_width = frame_bgr.shape[1]\n img_height = frame_bgr.shape[0]\n box_x = round(localization['x'] * img_width)\n box_y = round(localization['y'] * img_height)\n box_width = round(localization['width'] * img_width)\n box_height = round(localization['height'] * img_height)\n img_crop = frame_bgr[box_y:box_y+box_height,box_x:box_x+box_width,:]\n return img_crop\n\ndef join_up_iteration(detections, track_ids):\n tracklets = defaultdict(list)\n num_tracklets = np.max(track_ids) + 1\n assert(len(detections) == len(track_ids))\n for d,tid in zip(detections, track_ids):\n tracklets[tid].append(d)\n return tracklets\n\ndef extend_tracklets(tracklets, length):\n for track_id,track in tracklets.items():\n if len(track) <= 16:\n continue\n\n ext_length = min(length,len(track))\n sum_h=0.0\n sum_w=0.0\n\n track.sort(key=lambda x:x['frame'])\n\n\n ... [5 more functiondefs truncated] ..\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n\nimport argparse\nimport openem\nimport os\nimport cv2\nimport numpy as np\nfrom openem.tracking import *\nimport json\nimport sys\nimport datetime\nimport tator\nfrom pprint import pprint\nfrom collections import defaultdict\n\nimport yaml\nimport math\n\nimport subprocess\nimport sys\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
7cd283a215a5ab2f5c601f954e24742216c659e4
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import tensorflow as tf import numpy as np import hyperchamber as hc from hypergan.losses.base_loss import BaseLoss from hypergan.multi_component import MultiComponent TINY=1e-8 class MultiLoss(BaseLoss): """Takes multiple distributions and does an additional approximator""" def _create(self, d_real, d_fake): gan = self.gan config = self.config losses = [] split = self.split for d in gan.discriminator.children: if config.swapped: d_swap = d_real d_real = d_fake d_fake = d_swap ds = self.split_batch(d.sample, split) d_real = ds[0] d_fake = tf.add_n(ds[1:])/(len(ds)-1) loss_object = self.config['loss_class'](gan, self.config, d_real=d_real, d_fake=d_fake) losses.append(loss_object) #relational layer? combine = MultiComponent(combine='concat', components=losses) g_loss = combine.g_loss_features d_loss = combine.d_loss_features self.d_loss = d_loss self.g_loss = g_loss self.losses = losses return [d_loss, g_loss]
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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oop
|
refactoring
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Pythoncode:Python
| 1
| 1
| 1,167
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport tensorflow as tf\nimport numpy as np\nimport hyperchamber as hc\n\nfrom hypergan.losses.base_loss import BaseLoss\nfrom hypergan.multi_component import MultiComponent\n\nTINY=1e-8\nclass MultiLoss(BaseLoss):\n \"\"\"Takes multiple distributions and does an additional approximator\"\"\"\n def _create(self, d_real, d_fake):\n gan = self.gan\n config = self.config\n losses = []\n split = self.split\n\n for d in gan.discriminator.children:\n if config.swapped:\n d_swap = d_real\n d_real = d_fake\n d_fake = d_swap\n ds = self.split_batch(d.sample, split)\n d_real = ds[0]\n d_fake = tf.add_n(ds[1:])/(len(ds)-1)\n\n loss_object = self.config['loss_class'](gan, self.config, d_real=d_real, d_fake=d_fake)\n\n losses.append(loss_object)\n\n #relational layer?\n combine = MultiComponent(combine='concat', components=losses)\n\n g_loss = combine.g_loss_features\n d_loss = combine.d_loss_features\n\n self.d_loss = d_loss\n self.g_loss = g_loss\n\n self.losses = losses\n\n return [d_loss, g_loss]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7cd30f449f940b3e03ca41f6babd9a375fe19ebf
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import logging from typing import Any, Dict, List from fastapi import APIRouter, Body, Depends, Security from fastapi_pagination import ( def get_policy_list( *, db: Session = Depends(deps.get_db), params: Params = Depends(), ) -> AbstractPage[Policy]: """ Return a paginated list of all Policy records in this system """ logger.info(f"Finding all policies with pagination params '{params}'") policies = Policy.query(db=db) return paginate(policies, params=params) def get_policy_or_error(db: Session, policy_key: FidesOpsKey) -> Policy: """Helper method to load Policy or throw a 404""" logger.info(f"Finding policy with key '{policy_key}'") policy = Policy.get_by(db=db, field="key", value=policy_key) if not policy: raise HTTPException( status_code=HTTP_404_NOT_FOUND, detail=f"No Policy found for key {policy_key}.", ) return policy @router.get( urls.POLICY_DETAIL, status_code=200, response_model=schemas.PolicyRespon dependencies=[Security(verify_oauth_client, scopes=[scopes.POLICY_READ])], ) def get_policy( *, policy_key: FidesOpsKey, db: Session = Depends(deps.get_db), ) -> schemas.PolicyResponse: """ Return a single Policy """ return get_policy_or_error(db, policy_key) @router.patch( urls.POLICY_LIST, status_code=200, response_model=schemas.BulkPutPolicyResponse, ) ... [5 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • Unclosed '(' at line 5 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 11 • Add closing ')' bracket
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intermediate
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api
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syntax_repair
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Pythoncode:Python
| 3
| 0
| 1,486
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport logging\nfrom typing import Any, Dict, List\n\nfrom fastapi import APIRouter, Body, Depends, Security\nfrom fastapi_pagination import (\ndef get_policy_list(\n *,\n db: Session = Depends(deps.get_db),\n params: Params = Depends(),\n) -> AbstractPage[Policy]:\n \"\"\"\n Return a paginated list of all Policy records in this system\n \"\"\"\n logger.info(f\"Finding all policies with pagination params '{params}'\")\n policies = Policy.query(db=db)\n return paginate(policies, params=params)\n\n\ndef get_policy_or_error(db: Session, policy_key: FidesOpsKey) -> Policy:\n \"\"\"Helper method to load Policy or throw a 404\"\"\"\n logger.info(f\"Finding policy with key '{policy_key}'\")\n policy = Policy.get_by(db=db, field=\"key\", value=policy_key)\n if not policy:\n raise HTTPException(\n status_code=HTTP_404_NOT_FOUND,\n detail=f\"No Policy found for key {policy_key}.\",\n )\n\n return policy\n\n\n@router.get(\n urls.POLICY_DETAIL,\n status_code=200,\nresponse_model=schemas.PolicyRespon\n dependencies=[Security(verify_oauth_client, scopes=[scopes.POLICY_READ])],\n)\n def get_policy(\n *,\n policy_key: FidesOpsKey,\n db: Session = Depends(deps.get_db),\n) -> schemas.PolicyResponse:\n \"\"\"\n Return a single Policy\n \"\"\"\n return get_policy_or_error(db, policy_key)\n\n\n@router.patch(\n urls.POLICY_LIST,\n status_code=200,\n response_model=schemas.BulkPutPolicyResponse,\n)\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 11\n \u2022 Unclosed '(' at line 5 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 11\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
7cd33c8d7f17b4aa6fc5f6d3f2701686f2ce01a4
|
TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import emoji import sentiment_analysis.src.report.cons_report as cons import sentiment_analysis.src.constants as global_cons from utils.data_connection.api_data_manager import APISourcesFetcher from utils.utilities import read_json_file, CUSTOM_YEAR_WEEK_AGG, extract_dimension, extract_question from sentiment_analysis.src.word_cloud import words_clouds from sentiment_analysis.src.clients_language_sentiments_entity import ClientsLanguageSentiment from nested_lookup import nested_lookup class InterFaceReport: def __init__(self, topics: dict, surveys: dict, company_id: str, weeks: list, g_client: ClientsLanguageSentiment, api_source_manager: APISourcesFetcher): self.topics = topics self.surveys = surveys self.company_id = company_id self.weeks = weeks self.g_client = g_client self.api_source_manager = api_source_manager self.thresholds = () self.table_surveys_replies = [] self.table_topics = [] self.table_topic_comment = [] self.counter_text_sr = None self.counter_text_topics = None self.info_file = read_json_file("en_US.json") self.image_base64_sr = None self.image_base64_topics = None def sort_by_dimension_sentiment_table(self) -> None: """ Sort by dimension and by sentiment :return: """ temp_table = [] for dimension in cons.dimensions: temp = [d for d in self.table_surveys_replies if d['dimension'] == dimension] temp = sorted(temp, key=lambda k: k['sentiment'], reverse=True) temp_table.extend(temp) self.table_surveys_replies = temp_table def insert_to_list_surveys_replies(self, features: list, company_week: int) -> None: """ Create array with the dictionary for interface :param features: list of features to extract :param company_week: company week of the company :return: """ for item_analyze in features: question = extract_question(self.info_file, dimension=item_analyze[0], week=company_week) dimension = extract_dimension(self.info_file, dimension=item_analyze[0]) comment = item_analyze[1] sentiment = item_analyze[2] temp = {} temp.update(dimension=dimension) temp.update(question=question) temp.update(comment=emoji.emojize(comment, use_aliases=True)) temp.update(sentiment=sentiment) self.table_surveys_replies.append(temp) self.sort_by_dimension_sentiment_table() ... [7 more functiondefs truncated] ...
|
Functions: __init__, sort_by_dimension_sentiment_table, insert_to_list_surveys_replies Classes: InterFaceReport This code demonstrates Pythoncode:Python programming.
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advanced
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api
|
code_explanation
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Pythoncode:Python
| 3
| 1
| 2,704
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport emoji\nimport sentiment_analysis.src.report.cons_report as cons\nimport sentiment_analysis.src.constants as global_cons\n\nfrom utils.data_connection.api_data_manager import APISourcesFetcher\nfrom utils.utilities import read_json_file, CUSTOM_YEAR_WEEK_AGG, extract_dimension, extract_question\nfrom sentiment_analysis.src.word_cloud import words_clouds\nfrom sentiment_analysis.src.clients_language_sentiments_entity import ClientsLanguageSentiment\nfrom nested_lookup import nested_lookup\n\n\nclass InterFaceReport:\n\n def __init__(self, topics: dict, surveys: dict, company_id: str, weeks: list,\n g_client: ClientsLanguageSentiment,\n api_source_manager: APISourcesFetcher):\n\n self.topics = topics\n self.surveys = surveys\n self.company_id = company_id\n self.weeks = weeks\n self.g_client = g_client\n self.api_source_manager = api_source_manager\n\n self.thresholds = ()\n self.table_surveys_replies = []\n self.table_topics = []\n self.table_topic_comment = []\n self.counter_text_sr = None\n self.counter_text_topics = None\n self.info_file = read_json_file(\"en_US.json\")\n self.image_base64_sr = None\n self.image_base64_topics = None\n\n def sort_by_dimension_sentiment_table(self) -> None:\n \"\"\"\n Sort by dimension and by sentiment\n :return:\n \"\"\"\n\n temp_table = []\n for dimension in cons.dimensions:\n temp = [d for d in self.table_surveys_replies if d['dimension'] == dimension]\n temp = sorted(temp, key=lambda k: k['sentiment'], reverse=True)\n temp_table.extend(temp)\n self.table_surveys_replies = temp_table\n\n def insert_to_list_surveys_replies(self, features: list, company_week: int) -> None:\n \"\"\"\n Create array with the dictionary for interface\n :param features: list of features to extract\n :param company_week: company week of the company\n :return:\n \"\"\"\n\n for item_analyze in features:\n question = extract_question(self.info_file, dimension=item_analyze[0], week=company_week)\n dimension = extract_dimension(self.info_file, dimension=item_analyze[0])\n comment = item_analyze[1]\n sentiment = item_analyze[2]\n\n temp = {}\n temp.update(dimension=dimension)\n temp.update(question=question)\n temp.update(comment=emoji.emojize(comment, use_aliases=True))\n temp.update(sentiment=sentiment)\n self.table_surveys_replies.append(temp)\n\n self.sort_by_dimension_sentiment_table()\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, sort_by_dimension_sentiment_table, insert_to_list_surveys_replies\n Classes: InterFaceReport\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7cd398bd2b3034834a61ea93e2ee16c8e1011acb
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: resource ='human ad machime' class DimProcess: def __init__( self, *kwargs, process_key: int, module: str, type: str, step: str, sub_step: str, resource: str = 'human', ): def step(self): return ['qc', 'auto_qc', 'apr_qc', 'keyer_input'] def example_data(self): data = { 'process_key': 1, 'resource': 'human', 'module': 'keyed_data', 'step': 'qc', 'sub_step': None, 'process_key': 2, 'resource': 'machine', 'module': 'keyed_data', 'step': 'transform', 'sub_step': None, } class FactDataExtractionModel: def __init__(
|
self, *kwargs, project_id: str, document_id: str, doc_set_id: str, last_modified_time_key: int, last_modified_date_key: int, user_name: str = None, process_key: int, field_name: str, field_value: str = None, last_modified_timestamp: str ): self.project_id = project_id self.document_id = document_id self.doc_set_id = doc_set_id self.last_modified_time_key = last_modified_time_key self.last_modified_date_key = last_modified_date_key self.user_name = user_name self.process_key = process_key self.field_name = field_name self.field_value = field_value self.last_modified_timestamp = last_modified_timestamp
|
advanced
|
database
|
code_completion
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Pythoncode:Python
| 4
| 2
| 1,565
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nresource ='human ad machime'\nclass DimProcess:\n def __init__(\n self,\n *kwargs,\n process_key: int,\n module: str,\n type: str, \n step: str,\n sub_step: str,\n resource: str = 'human',\n \n ):\n def step(self):\n return ['qc', 'auto_qc', 'apr_qc', 'keyer_input']\n def example_data(self):\n data = {\n 'process_key': 1,\n 'resource': 'human',\n 'module': 'keyed_data',\n 'step': 'qc',\n 'sub_step': None,\n \n 'process_key': 2,\n 'resource': 'machine',\n 'module': 'keyed_data',\n 'step': 'transform',\n 'sub_step': None,\n }\n \n\nclass FactDataExtractionModel:\n def __init__("}, {"role": "assistant", "content": "\n self,\n *kwargs,\n project_id: str,\n document_id: str,\n doc_set_id: str,\n last_modified_time_key: int,\n last_modified_date_key: int,\n user_name: str = None,\n process_key: int,\n field_name: str,\n field_value: str = None,\n last_modified_timestamp: str\n ):\n self.project_id = project_id\n self.document_id = document_id\n self.doc_set_id = doc_set_id\n self.last_modified_time_key = last_modified_time_key\n self.last_modified_date_key = last_modified_date_key\n self.user_name = user_name\n self.process_key = process_key\n self.field_name = field_name\n self.field_value = field_value\n self.last_modified_timestamp = last_modified_timestamp"}]
| false
| null | null | null |
7cd4c163b81a2a9f7a9f4fb51454b97b7933bffd
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: UTF-8 -*- # Copyright 2010-2018 Rumma & Ko Ltd # License: BSD (see file COPYING for details) from builtins import object from django.contrib.contenttypes.models import * from django.conf import settings from django.utils.translation import ugettext_lazy as _ from django.utils.text import format_lazy from lino.api import dd from lino.core.gfks import gfk2lookup from .fields import GenericForeignKey, GenericForeignKeyIdField class Controllable(dd.Model): # Translators: will also be concatenated with '(type)' '(object)' owner_label = _('Controlled by') controller_is_optional = True class Meta(object): abstract = True owner_type = dd.ForeignKey( ContentType, editable=True, blank=True, null=True, verbose_name=format_lazy(u"{} {}", owner_label, _('(type)'))) owner_id = GenericForeignKeyIdField( owner_type, editable=True, blank=True, null=True, verbose_name=format_lazy(u"{} {}", owner_label, _('(object)'))) owner = GenericForeignKey( 'owner_type', 'owner_id', verbose_name=owner_label) @classmethod def update_controller_field(cls, verbose_name=None, **kwargs):
|
if verbose_name is not None: dd.update_field(cls, 'owner', verbose_name=verbose_name) kwargs.update( verbose_name=format_lazy(u"{} {}", verbose_name, _('(object)'))) dd.update_field(cls, 'owner_id', **kwargs) if verbose_name is not None: kwargs.update( verbose_name=format_lazy(u"{} {}", verbose_name, _('(type)'))) dd.update_field(cls, 'owner_type', **kwargs) def update_owned_instance(self, controllable): if self.owner: self.owner.update_owned_instance(controllable) super(Controllable, self).update_owned_instance(controllable) def save(self, *args, **kw): if settings.SITE.loading_from_dump: super(Controllable, self).save(*args, **kw) else: if self.owner: self.owner.update_owned_instance(self) super(Controllable, self).save(*args, **kw) if self.owner: self.owner.after_update_owned_instance(self) def controlled_rows(self, model, **kwargs): gfk = self._meta.get_field('owner') kwargs = gfk2lookup(gfk, self, **kwargs) return model.objects.filter(**kwargs)
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advanced
|
api
|
code_completion
|
Pythoncode:Python
| 4
| 2
| 2,491
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: UTF-8 -*-\n# Copyright 2010-2018 Rumma & Ko Ltd\n# License: BSD (see file COPYING for details)\n\n\nfrom builtins import object\nfrom django.contrib.contenttypes.models import *\n\nfrom django.conf import settings\n\nfrom django.utils.translation import ugettext_lazy as _\nfrom django.utils.text import format_lazy\n\nfrom lino.api import dd\nfrom lino.core.gfks import gfk2lookup\n\nfrom .fields import GenericForeignKey, GenericForeignKeyIdField\n\n\nclass Controllable(dd.Model):\n\n # Translators: will also be concatenated with '(type)' '(object)'\n owner_label = _('Controlled by')\n\n controller_is_optional = True\n\n class Meta(object):\n abstract = True\n\n owner_type = dd.ForeignKey(\n ContentType,\n editable=True,\n blank=True, null=True,\n verbose_name=format_lazy(u\"{} {}\", owner_label, _('(type)')))\n\n owner_id = GenericForeignKeyIdField(\n owner_type,\n editable=True,\n blank=True, null=True,\n verbose_name=format_lazy(u\"{} {}\", owner_label, _('(object)')))\n\n owner = GenericForeignKey(\n 'owner_type', 'owner_id',\n verbose_name=owner_label)\n\n @classmethod\n def update_controller_field(cls, verbose_name=None, **kwargs):"}, {"role": "assistant", "content": "\n if verbose_name is not None:\n dd.update_field(cls, 'owner', verbose_name=verbose_name)\n kwargs.update(\n verbose_name=format_lazy(u\"{} {}\",\n verbose_name, _('(object)')))\n dd.update_field(cls, 'owner_id', **kwargs)\n if verbose_name is not None:\n kwargs.update(\n verbose_name=format_lazy(u\"{} {}\",\n verbose_name, _('(type)')))\n dd.update_field(cls, 'owner_type', **kwargs)\n\n def update_owned_instance(self, controllable):\n if self.owner:\n self.owner.update_owned_instance(controllable)\n super(Controllable, self).update_owned_instance(controllable)\n\n def save(self, *args, **kw):\n if settings.SITE.loading_from_dump:\n super(Controllable, self).save(*args, **kw)\n else:\n if self.owner:\n self.owner.update_owned_instance(self)\n super(Controllable, self).save(*args, **kw)\n if self.owner:\n self.owner.after_update_owned_instance(self)\n\n def controlled_rows(self, model, **kwargs):\n gfk = self._meta.get_field('owner')\n kwargs = gfk2lookup(gfk, self, **kwargs)\n return model.objects.filter(**kwargs)"}]
| false
| null | null | null |
7cd59f2bf170f30d86846848bf3c6c4bf7b96d9c
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import cv2 import numpy as np from imutils import contours from imutils.perspective import four_point_transform import imutils import cv2 import matplotlib.pyplot as plt import numpy as np from imutils import contours from imutils.perspective import four_point_transform,order_points import imutils def cevap_islemleri(isim,coords): a=0 thresh=cv2.threshold(isim,179,255,cv2.THRESH_BINARY_INV)[1] coords=contours.sort_contours(coords,method="top-to-bottom")[0] for (s,i) in enumerate(np.arange(0,len(coords),20)): cevap=None cnt=contours.sort_contours(coords[i:i+30])[0] toplam_beyaz=None for (j,c) in enumerate(cnt): maske=np.zeros(thresh.shape,dtype=np.uint8) cv2.drawContours(maske,[c],0,(255,255,255),thickness=-1) maske=cv2.bitwise_and(thresh,thresh,mask=maske) a+=1 toplam_beyaz=cv2.countNonZero(maske) if cevap is None and toplam_beyaz>cevap[0]: cevap=(toplam_beyaz,j,s) def cevap_contour_bul(isim,isim_gri): coord=[] thresholded=cv2.adaptiveThreshold(isim_gri,255,cv2.ADAPTIVE_THRESH_MEAN_C,cv2.THRESH_BINARY_INV,9,8) contour=cv2.findContours(thresholded,cv2.RETR_LIST,cv2.CHAIN_APPROX_NONE) x_coords=[(0,0)] sayac=0 contour=imutils.grab_contours(contour) contour=contours.sort_contours(contour,method="top-to-bottom")[0] for c in contour: approx=cv2.approxPolyDP(c,0.0001*cv2.arcLength(c,True),True) area=cv2.contourArea(approx) (x, y, w, h) = cv2.boundingRect(approx) ar = w / float(h) if area<1500 and area>250 and ar>=0.9 and ar<=1.1: box=cv2.minAreaRect(approx) box=cv2.boxPoints(box) box=np.array(box,dtype=np.int) M=cv2.moments(box) x=int(M['m10']/M['m00']) y=int(M['m01']/M['m00']) res=tekrar_bul(x_coords,x) if res is False and abs(x_coords[-1][1]-y)<35: coord.append(approx) x_coords.append((x,y)) sayac+=1 #cv2.drawContours(isim,[box],0,(255,0,0),thickness=3) #cv2.drawContours(isim,[approx],0,(0,0,255),thickness=2) elif abs(x_coords[-1][1]-y)>=35: coord.append(approx) x_coords=[(0,0)] sayac+=1 x_coords.append((x,y)) #cv2.drawContours(isim,[box],0,(255,0,0),thickness=3) #cv2.drawContours(isim,[approx],0,(0,0,255),thickness=2) else: continue return coord ... [16 more functiondefs truncated] ...
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Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 31 Buggy code: if cevap is None and toplam_beyaz>cevap[0]: Should be: if cevap is None or toplam_beyaz>cevap[0]: Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
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intermediate
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database
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logical_errors
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Pythoncode:Python
| 2
| 0
| 2,781
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport cv2\r\nimport numpy as np\r\nfrom imutils import contours\r\nfrom imutils.perspective import four_point_transform\r\nimport imutils\r\nimport cv2\r\nimport matplotlib.pyplot as plt\r\nimport numpy as np\r\nfrom imutils import contours\r\nfrom imutils.perspective import four_point_transform,order_points\r\nimport imutils\r\n\r\ndef cevap_islemleri(isim,coords):\r\n a=0\r\n\r\n thresh=cv2.threshold(isim,179,255,cv2.THRESH_BINARY_INV)[1]\r\n coords=contours.sort_contours(coords,method=\"top-to-bottom\")[0]\r\n for (s,i) in enumerate(np.arange(0,len(coords),20)):\r\n cevap=None\r\n cnt=contours.sort_contours(coords[i:i+30])[0]\r\n toplam_beyaz=None\r\n\r\n for (j,c) in enumerate(cnt):\r\n maske=np.zeros(thresh.shape,dtype=np.uint8)\r\n\r\n cv2.drawContours(maske,[c],0,(255,255,255),thickness=-1)\r\n maske=cv2.bitwise_and(thresh,thresh,mask=maske)\r\n\r\n a+=1\r\n toplam_beyaz=cv2.countNonZero(maske)\r\n if cevap is None and toplam_beyaz>cevap[0]:\r\n\r\n cevap=(toplam_beyaz,j,s)\r\n\r\n\r\n\r\ndef cevap_contour_bul(isim,isim_gri):\r\n coord=[]\r\n thresholded=cv2.adaptiveThreshold(isim_gri,255,cv2.ADAPTIVE_THRESH_MEAN_C,cv2.THRESH_BINARY_INV,9,8)\r\n\r\n\r\n\r\n\r\n\r\n contour=cv2.findContours(thresholded,cv2.RETR_LIST,cv2.CHAIN_APPROX_NONE)\r\n\r\n\r\n\r\n\r\n x_coords=[(0,0)]\r\n sayac=0\r\n contour=imutils.grab_contours(contour)\r\n contour=contours.sort_contours(contour,method=\"top-to-bottom\")[0]\r\n for c in contour:\r\n approx=cv2.approxPolyDP(c,0.0001*cv2.arcLength(c,True),True)\r\n area=cv2.contourArea(approx)\r\n\r\n (x, y, w, h) = cv2.boundingRect(approx)\r\n ar = w / float(h)\r\n\r\n if area<1500 and area>250 and ar>=0.9 and ar<=1.1:\r\n\r\n\r\n\r\n\r\n\r\n box=cv2.minAreaRect(approx)\r\n box=cv2.boxPoints(box)\r\n box=np.array(box,dtype=np.int)\r\n M=cv2.moments(box)\r\n\r\n x=int(M['m10']/M['m00'])\r\n y=int(M['m01']/M['m00'])\r\n\r\n res=tekrar_bul(x_coords,x)\r\n if res is False and abs(x_coords[-1][1]-y)<35:\r\n coord.append(approx)\r\n x_coords.append((x,y))\r\n sayac+=1\r\n #cv2.drawContours(isim,[box],0,(255,0,0),thickness=3)\r\n #cv2.drawContours(isim,[approx],0,(0,0,255),thickness=2)\r\n elif abs(x_coords[-1][1]-y)>=35:\r\n coord.append(approx)\r\n x_coords=[(0,0)]\r\n sayac+=1\r\n x_coords.append((x,y))\r\n #cv2.drawContours(isim,[box],0,(255,0,0),thickness=3)\r\n #cv2.drawContours(isim,[approx],0,(0,0,255),thickness=2)\r\n\r\n\r\n\r\n else:\r\n continue\r\n return coord\r\n\r\n\r\n\r\n\n ... [16 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 31\n\n Buggy code:\n if cevap is None and toplam_beyaz>cevap[0]:\n\n Should be:\n if cevap is None or toplam_beyaz>cevap[0]:\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
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logical
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WRONG_OPERATOR
|
CRITICAL
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7cd5ad9a803e1cac21f7d6ba2961e58bea3c98da
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Copyright (c) 2013, Gustav Tiger # All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # * Redistributions of source code must retain the above copyright notice, this # list of conditions and the following disclaimer. # # * Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE # ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE # LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR # CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF # SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS # INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN # CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) # ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE # POSSIBILITY OF SUCH DAMAGE. import xbmc import xbmcaddon import xbmcgui import filmtipset FILMTIPSET_ACCESS_KEY = "7ndg3Q3qwW8dPzbJMrB5Rw" class XBMCPlayer(xbmc.Player): def __init__(self, *args): self.imdb = None self.time = None self.time_total = None def onPlayBackStarted(self): self.update() def onPlayBackEnded(self): self.onDone() def onPlayBackStopped(self): self.onDone() def update(self): info = self.getVideoInfoTag() self.imdb = info.getIMDBNumber() self.time = self.getTime() self.time_total = self.getTotalTime() def onDone(self): print "getTime", self.time print "getTotalTime", self.time_total print "imdb", self.imdb addon = xbmcaddon.Addon(id='script.filmtipset-grade') key = addon.getSetting("key") user = addon.getSetting("user") grader = filmtipset.Filmtipset(FILMTIPSET_ACCESS_KEY, key, user) movie = grader.get_movie_imdb(self.imdb) print movie if movie["grade"]["type"] != "seen": dialog = xbmcgui.Dialog() grade = dialog.select("Grade " + movie["orgname"] + " on filmtipset:", ["Skip", "1", "2", "3", "4", "5"]) if grade != 0: print dialog, grade print grader.grade(movie["id"], grade) player = XBMCPlayer() while(not xbmc.abortRequested): if player.isPlayingVideo(): player.update() xbmc.sleep(1000)
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Code Review: ❌ Critical issues: Block at line 5 has no indented body Block at line 33 has no indented body SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 56 ⚠️ Code quality: Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 76 Unexpected indentation at line 83 ✨ Improvements: Review code syntax
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advanced
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api
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code_review
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Pythoncode:Python
| 6
| 1
| 2,898
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) 2013, Gustav Tiger\n# All rights reserved.\n# \n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are met:\n# \n# * Redistributions of source code must retain the above copyright notice, this\n# list of conditions and the following disclaimer.\n# \n# * Redistributions in binary form must reproduce the above copyright notice,\n# this list of conditions and the following disclaimer in the documentation\n# and/or other materials provided with the distribution.\n# \n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE\n# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE\n# POSSIBILITY OF SUCH DAMAGE.\n\nimport xbmc\nimport xbmcaddon\nimport xbmcgui\nimport filmtipset\n\nFILMTIPSET_ACCESS_KEY = \"7ndg3Q3qwW8dPzbJMrB5Rw\"\n\nclass XBMCPlayer(xbmc.Player):\n\n def __init__(self, *args):\n self.imdb = None\n self.time = None\n self.time_total = None\n \n def onPlayBackStarted(self):\n self.update()\n\n def onPlayBackEnded(self):\n self.onDone()\n\n def onPlayBackStopped(self):\n self.onDone()\n\n def update(self):\n info = self.getVideoInfoTag()\n self.imdb = info.getIMDBNumber()\n self.time = self.getTime()\n self.time_total = self.getTotalTime()\n\n def onDone(self):\n print \"getTime\", self.time\n print \"getTotalTime\", self.time_total\n print \"imdb\", self.imdb\n \n addon = xbmcaddon.Addon(id='script.filmtipset-grade')\n \n key = addon.getSetting(\"key\")\n user = addon.getSetting(\"user\")\n \n grader = filmtipset.Filmtipset(FILMTIPSET_ACCESS_KEY, key, user)\n movie = grader.get_movie_imdb(self.imdb)\n print movie\n if movie[\"grade\"][\"type\"] != \"seen\":\n \n dialog = xbmcgui.Dialog()\n grade = dialog.select(\"Grade \" + movie[\"orgname\"] + \" on filmtipset:\",\n [\"Skip\", \"1\", \"2\", \"3\", \"4\", \"5\"])\n \n if grade != 0:\n print dialog, grade\n print grader.grade(movie[\"id\"], grade)\n\nplayer = XBMCPlayer()\n\nwhile(not xbmc.abortRequested):\n if player.isPlayingVideo():\n player.update()\n xbmc.sleep(1000)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 5 has no indented body\n Block at line 33 has no indented body\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 56\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 76\n Unexpected indentation at line 83\n\n\u2728 Improvements:\n Review code syntax"}]
| false
| null | null | null |
7cd6ff8a4443655a42df05eccf62b0e804763fb0
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import unittest from nzmath.matrix import * import nzmath.vector as vector import nzmath.rational as rational import nzmath.poly.uniutil as uniutil class MatrixTest(unittest.TestCase): def testInit(self): lst_lst = Matrix(3, 2, [[21, -12], [1, -1], [0, 0]]) self.assertEqual(a4, lst_lst) lst_tuple = Matrix(3, 2, [(21, 1, 0), (-12, -1, 0)]) self.assertEqual(a4, lst_tuple) lst_vect = Matrix(3, 2, [vector.Vector([21, 1, 0]), vector.Vector([-12, -1, 0])]) self.assertEqual(a4, lst_vect) def testGetitem(self): self.assertEqual(2, a1[1, 2]) self.assertEqual(-2, b2[2, 2]) self.assertRaises(IndexError, a1.__getitem__, "wrong") self.assertEqual(vector.Vector([21, 1, 0]), a4[1]) def testEqual(self): self.assertTrue(a1 == Matrix(1, 2, [3, 2])) self.assertTrue(isinstance(a1 == a1, bool)) def testNonZero(self): self.assertTrue(not zeroMatrix(2, 3)) def testContains(self): self.assertTrue(5 in a2) def testCall(self): call = createMatrix(1, 2, [13, 4]) self.assertEqual(call, a5(2)) def testMap(self): pow_two = createMatrix(1, 2, [9, 4]) self.assertEqual(pow_two, a1.map(lambda n : n ** 2)) def testReduce(self): self.assertEqual(-2, a3.reduce(min)) def testGetRow(self): row1 = vector.Vector([3, -2]) self.assertEqual(row1, a3.getRow(2)) row2 = vector.Vector([1, 2]) self.assertEqual(row2, b1.getRow(1)) def testGetColumn(self): col1 = vector.Vector([-12, -1, 0]) self.assertEqual(col1, a4.getColumn(2)) col2 = vector.Vector([1, 3]) self.assertEqual(col2, b1.getColumn(1)) def testTranspose(self): trans = createMatrix(2, 3, [7, 3, 0]+[8, -2, 10]) self.assertEqual(trans, a3.transpose()) def testGetBlock(self): block = Matrix(2, 3, [4, 6, 5, 6, 8, 9]) self.assertEqual(block, b5.getBlock(2, 1, 2, 3)) def testSubMatrix(self): sub1 = createMatrix(2, 1, [-12, 0]) self.assertEqual(sub1, a4.subMatrix(2, 1)) sub2 = createMatrix(2, 2, [4, 5, 6, 9]) self.assertEqual(sub2, b5.subMatrix([2, 3], [1, 3])) class SquareMatrixTest(unittest.TestCase): def testIsUpperTriangularMatrix(self): UT = createMatrix(4, 4, \ [1, 2, 3, 4]+[0, 5, 6, 7]+[0, 0, 8, 9]+[0, 0, 0, 1]) notUT = createMatrix(4, 4, \ [1, 2, 3, 4]+[0, 5, 6, 7]+[0, 0, 8, 9]+[0, 0, 1, 1]) assert UT.isUpperTriangularMatrix() assert not notUT.isUpperTriangularMatrix() ... [59 more functiondefs truncated] ...
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Functions: testInit, testGetitem, testEqual, testNonZero, testContains Classes: MatrixTest, SquareMatrixTest 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
| 14
| 2
| 2,677
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\nimport unittest\nfrom nzmath.matrix import *\nimport nzmath.vector as vector\nimport nzmath.rational as rational\nimport nzmath.poly.uniutil as uniutil\n\nclass MatrixTest(unittest.TestCase):\n def testInit(self):\n lst_lst = Matrix(3, 2, [[21, -12], [1, -1], [0, 0]])\n self.assertEqual(a4, lst_lst)\n lst_tuple = Matrix(3, 2, [(21, 1, 0), (-12, -1, 0)])\n self.assertEqual(a4, lst_tuple)\n lst_vect = Matrix(3, 2, [vector.Vector([21, 1, 0]), vector.Vector([-12, -1, 0])])\n self.assertEqual(a4, lst_vect)\n\n def testGetitem(self):\n self.assertEqual(2, a1[1, 2])\n self.assertEqual(-2, b2[2, 2])\n self.assertRaises(IndexError, a1.__getitem__, \"wrong\")\n self.assertEqual(vector.Vector([21, 1, 0]), a4[1])\n\n def testEqual(self):\n self.assertTrue(a1 == Matrix(1, 2, [3, 2]))\n self.assertTrue(isinstance(a1 == a1, bool))\n\n def testNonZero(self):\n self.assertTrue(not zeroMatrix(2, 3))\n\n def testContains(self):\n self.assertTrue(5 in a2)\n\n def testCall(self):\n call = createMatrix(1, 2, [13, 4])\n self.assertEqual(call, a5(2))\n\n def testMap(self):\n pow_two = createMatrix(1, 2, [9, 4])\n self.assertEqual(pow_two, a1.map(lambda n : n ** 2))\n\n def testReduce(self):\n self.assertEqual(-2, a3.reduce(min))\n\n def testGetRow(self):\n row1 = vector.Vector([3, -2])\n self.assertEqual(row1, a3.getRow(2))\n row2 = vector.Vector([1, 2])\n self.assertEqual(row2, b1.getRow(1))\n\n def testGetColumn(self):\n col1 = vector.Vector([-12, -1, 0])\n self.assertEqual(col1, a4.getColumn(2))\n col2 = vector.Vector([1, 3])\n self.assertEqual(col2, b1.getColumn(1))\n\n def testTranspose(self):\n trans = createMatrix(2, 3, [7, 3, 0]+[8, -2, 10])\n self.assertEqual(trans, a3.transpose())\n\n def testGetBlock(self):\n block = Matrix(2, 3, [4, 6, 5, 6, 8, 9])\n self.assertEqual(block, b5.getBlock(2, 1, 2, 3))\n\n def testSubMatrix(self):\n sub1 = createMatrix(2, 1, [-12, 0])\n self.assertEqual(sub1, a4.subMatrix(2, 1))\n sub2 = createMatrix(2, 2, [4, 5, 6, 9])\n self.assertEqual(sub2, b5.subMatrix([2, 3], [1, 3]))\n\n\nclass SquareMatrixTest(unittest.TestCase):\n def testIsUpperTriangularMatrix(self):\n UT = createMatrix(4, 4, \\\n [1, 2, 3, 4]+[0, 5, 6, 7]+[0, 0, 8, 9]+[0, 0, 0, 1])\n notUT = createMatrix(4, 4, \\\n [1, 2, 3, 4]+[0, 5, 6, 7]+[0, 0, 8, 9]+[0, 0, 1, 1])\n assert UT.isUpperTriangularMatrix()\n assert not notUT.isUpperTriangularMatrix()\n\n\n ... [59 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: testInit, testGetitem, testEqual, testNonZero, testContains\n Classes: MatrixTest, SquareMatrixTest\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7cd8fbdd89ede56684cdd39b8bd8583e3ed86ea6
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # Module Level def setUp(): print 'test setup' def tearDown(): print 'test teardown' # Function Level def func_1_setup(): print 'test_func_1 setup' def func_1_teardown(): print 'test_func_1_teardown' # Target Func def test_func_1():
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Syntax Analysis: Syntax Errors Found: • SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 4 Fixes: • Review code syntax
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intermediate
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testing
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syntax_repair
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Pythoncode:Python
| 5
| 0
| 259
| false
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Module Level\n\ndef setUp():\n print 'test setup'\n\ndef tearDown():\n print 'test teardown'\n\n# Function Level\n\ndef func_1_setup():\n print 'test_func_1 setup'\n\ndef func_1_teardown():\n print 'test_func_1_teardown'\n\n# Target Func\ndef test_func_1():"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 4\n\n Fixes:\n \u2022 Review code syntax"}]
| true
|
syntax
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MID_STRING
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CRITICAL
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7cd9e1b23df0b17b32715fc652a510c5c85b28ff
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import requests import redis import json import ast import sys import time import urllib import re import sys from threading import Thread from concurrent.futures import ThreadPoolExecutor import argparse def get_options(): parser = argparse.ArgumentParser() parser.add_argument("-i", "--sentinel-ip", default='127.0.0.1', help="Sentinel IP") parser.add_argument("-p", "--sentinel-port", default="16379", help="Sentinel Port") parser.add_argument("-v", "--redis-password", default=None, help="Redis AUTH Password") parser.add_argument("-n", "--sentinel-cluster-name", default='scality-s3', help="Redis cluster name") parser.add_argument("-b", "--bucketd-addr", default='http://127.0.0.1:9000', help="URL of the bucketd server") return parser.parse_args() def safe_print(content): print("{0}".format(content)) class askRedis(): def __init__(self, ip="127.0.0.1", port="16379", sentinel_cluster_name="scality-s3", password=None): self._password = password r = redis.Redis(host=ip, port=port, db=0, password=password) self._ip, self._port = r.sentinel_get_master_addr_by_name(sentinel_cluster_name) def read(self, resource, name): r = redis.Redis(host=self._ip, port=self._port, db=0, password=self._password) res = 's3:%s:%s:storageUtilized:counter' % (resource, name) total_size = r.get(res) res = 's3:%s:%s:numberOfObjects:counter' % (resource, name) files = r.get(res) try: return {'files': int(files), "total_size": int(total_size)} except Exception as e: return {'files': 0, "total_size": 0} class S3ListBuckets(): def __init__(self, host='127.0.0.1:9000'): self.bucketd_host = host ... [1 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 28 has no indented body Block at line 47 has no indented body Invalid syntax at line 53: ... [1 more functiondefs truncated] ... ⚠️ Code quality: 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 32 Unexpected indentation at line 33 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 ✨ Improvements: Complete the expression on the last line 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
| 5
| 2
| 1,800
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport requests\nimport redis\nimport json\nimport ast\nimport sys\nimport time\nimport urllib\nimport re\nimport sys\nfrom threading import Thread\nfrom concurrent.futures import ThreadPoolExecutor\n\nimport argparse\n\ndef get_options():\n parser = argparse.ArgumentParser()\n parser.add_argument(\"-i\", \"--sentinel-ip\", default='127.0.0.1', help=\"Sentinel IP\")\n parser.add_argument(\"-p\", \"--sentinel-port\", default=\"16379\", help=\"Sentinel Port\")\n parser.add_argument(\"-v\", \"--redis-password\", default=None, help=\"Redis AUTH Password\")\n parser.add_argument(\"-n\", \"--sentinel-cluster-name\", default='scality-s3', help=\"Redis cluster name\")\n parser.add_argument(\"-b\", \"--bucketd-addr\", default='http://127.0.0.1:9000', help=\"URL of the bucketd server\")\n return parser.parse_args()\n\ndef safe_print(content):\n print(\"{0}\".format(content))\n\n\nclass askRedis():\n\n def __init__(self, ip=\"127.0.0.1\", port=\"16379\", sentinel_cluster_name=\"scality-s3\", password=None):\n self._password = password\n r = redis.Redis(host=ip, port=port, db=0, password=password)\n self._ip, self._port = r.sentinel_get_master_addr_by_name(sentinel_cluster_name)\n\n def read(self, resource, name):\n r = redis.Redis(host=self._ip, port=self._port, db=0, password=self._password)\n res = 's3:%s:%s:storageUtilized:counter' % (resource, name)\n total_size = r.get(res)\n res = 's3:%s:%s:numberOfObjects:counter' % (resource, name)\n files = r.get(res)\n try:\n return {'files': int(files), \"total_size\": int(total_size)}\n except Exception as e:\n return {'files': 0, \"total_size\": 0}\n\n\nclass S3ListBuckets():\n\n def __init__(self, host='127.0.0.1:9000'):\n self.bucketd_host = host\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 28 has no indented body\n Block at line 47 has no indented body\n Invalid syntax at line 53: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\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 32\n Unexpected indentation at line 33\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
7cda6328ac58b61f05923cca8623aa6b42f94561
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from collections import namedtuple import logging from dataclasses import dataclass from typing import Optional, Tuple import math import torch from torch import nn from torch.nn import CrossEntropyLoss, LayerNorm from torch.autograd.function import Function from transformers.file_utils import ( class SkimformerTextEmbeddings(nn.Module): """Construct the text embeddings from word and token_type embeddings.""" def __init__(self, config): super().__init__() self.max_position_embeddings = config.max_position_embeddings self.word_embeddings = nn.Embedding(config.vocab_size, config.hidden_size, padding_idx=config.pad_token_id) self.token_type_embeddings = nn.Embedding(config.type_vocab_size, config.hidden_size) self.LayerNorm = nn.LayerNorm(config.hidden_size, eps=config.layer_norm_eps) self.dropout = nn.Dropout(config.hidden_dropout_prob) def forward(self, input_ids=None, token_type_ids=None, inputs_embeds=None): if input_ids is not None: input_shape = input_ids.size() device = input_ids.device else: input_shape = inputs_embeds.size()[:-1] device = inputs_embeds.device device = input_ids.device if input_ids is not None else inputs_embeds.device if token_type_ids is None: token_type_ids = torch.zeros(input_shape, dtype=torch.long, device=device) if inputs_embeds is None: inputs_embeds = self.word_embeddings(input_ids) token_type_embeddings = self.token_type_embeddings(token_type_ids) embeddings = inputs_embeds + token_type_embeddings embeddings = self.LayerNorm(embeddings) embeddings = self.dropout(embeddings) return embeddings class Skimformer1DPositionEmbeddings(nn.Module): """Construct sequential position embeddings.""" def __init__(self, config): super().__init__() self.position_embeddings = nn.Embedding(config.max_position_embeddings, config.hidden_layout_size) self.position_embedding_type = getattr(config, "position_embedding_type", "absolute") self.LayerNorm = LayerNorm(config.hidden_layout_size, eps=config.layer_norm_eps) self.dropout = nn.Dropout(config.hidden_dropout_prob) def forward(self, input_shape, device, position_ids=None): seq_length = input_shape[1] if position_ids is None: position_ids = torch.arange( 0, seq_length, dtype=torch.long, device=device ) position_ids = position_ids.unsqueeze(0).expand(input_shape) position_embeddings = self.position_embeddings(position_ids) position_embeddings = self.LayerNorm(position_embeddings) position_embeddings = self.dropout(position_embeddings) return position_embeddings ... [73 more classdefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 13 - expected ')' SyntaxError: '(' was never closed at line 13 ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 24 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Review code syntax
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advanced
|
database
|
debugging
|
Pythoncode:Python
| 4
| 2
| 2,931
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom collections import namedtuple\nimport logging\nfrom dataclasses import dataclass\nfrom typing import Optional, Tuple\nimport math\n\nimport torch\nfrom torch import nn\nfrom torch.nn import CrossEntropyLoss, LayerNorm\n\nfrom torch.autograd.function import Function\n\nfrom transformers.file_utils import (\nclass SkimformerTextEmbeddings(nn.Module):\n \"\"\"Construct the text embeddings from word and token_type embeddings.\"\"\"\n\n def __init__(self, config):\n super().__init__()\n self.max_position_embeddings = config.max_position_embeddings\n self.word_embeddings = nn.Embedding(config.vocab_size, config.hidden_size, padding_idx=config.pad_token_id)\n self.token_type_embeddings = nn.Embedding(config.type_vocab_size, config.hidden_size)\n\n self.LayerNorm = nn.LayerNorm(config.hidden_size, eps=config.layer_norm_eps)\n self.dropout = nn.Dropout(config.hidden_dropout_prob)\n\n def forward(self, input_ids=None, token_type_ids=None, inputs_embeds=None):\n if input_ids is not None:\n input_shape = input_ids.size()\n device = input_ids.device\n else:\n input_shape = inputs_embeds.size()[:-1]\n device = inputs_embeds.device\n \n device = input_ids.device if input_ids is not None else inputs_embeds.device\n \n if token_type_ids is None:\n token_type_ids = torch.zeros(input_shape, dtype=torch.long, device=device)\n\n if inputs_embeds is None:\n inputs_embeds = self.word_embeddings(input_ids)\n\n token_type_embeddings = self.token_type_embeddings(token_type_ids)\n\n embeddings = inputs_embeds + token_type_embeddings\n\n embeddings = self.LayerNorm(embeddings)\n embeddings = self.dropout(embeddings)\n return embeddings\n\nclass Skimformer1DPositionEmbeddings(nn.Module):\n \"\"\"Construct sequential position embeddings.\"\"\"\n\n def __init__(self, config):\n super().__init__()\n self.position_embeddings = nn.Embedding(config.max_position_embeddings, config.hidden_layout_size)\n self.position_embedding_type = getattr(config, \"position_embedding_type\", \"absolute\")\n\n self.LayerNorm = LayerNorm(config.hidden_layout_size, eps=config.layer_norm_eps)\n self.dropout = nn.Dropout(config.hidden_dropout_prob)\n \n def forward(self, input_shape, device, position_ids=None):\n seq_length = input_shape[1]\n if position_ids is None:\n position_ids = torch.arange(\n 0, seq_length, dtype=torch.long, device=device\n )\n position_ids = position_ids.unsqueeze(0).expand(input_shape)\n\n position_embeddings = self.position_embeddings(position_ids)\n \n position_embeddings = self.LayerNorm(position_embeddings)\n position_embeddings = self.dropout(position_embeddings)\n return position_embeddings\n \n\n ... [73 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '(' at line 13 - expected ')'\n SyntaxError: '(' was never closed at line 13\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
7cdbf4b64b3ba075f66b013f73d0f70e791b05ee
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import time import psutil import pymysql from fastapi import APIRouter from api.utils import response_code router = APIRouter() @router.get('/dashboard/getinfo') def getinfo(): from init_global import g res = {} db = g.db_pool.connection() cur = db.cursor() cur.execute(f'select count(app_name) from app_list') res['app_count'] = cur.fetchall()[0][0] cur.execute(f'select count(app_name) from app_list where status="running"') res['app_run_count'] = cur.fetchall()[0][0] res['image_count'] = len(g.dc.images.list()) res['networks_count'] = len(g.dc.networks.list()) cur = db.cursor(cursor=pymysql.cursors.DictCursor) cur.execute(f'select * from app_list order by start_time desc limit 10') res['recent_event'] = cur.fetchall() db.close() return response_code.resp_200(data={"res": res}) def get_performance(): res = {} # cpu cpuCount = psutil.cpu_count(logical=False) # CPU核心 cpuPercent = psutil.cpu_percent(0.5) # 使用率 cpufree = round(100 - cpuPercent, 2) # CPU空余 # 内存 m = psutil.virtual_memory() # 内存信息 memoryTotal = round(m.total / (1024.0 * 1024.0 * 1024.0), 2) # 总内存 memoryU Error: SyntaxError / EOF
|
Fixed Code: import time import psutil import pymysql from fastapi import APIRouter from api.utils import response_code router = APIRouter() @router.get('/dashboard/getinfo') def getinfo(): from init_global import g res = {} db = g.db_pool.connection() cur = db.cursor() cur.execute(f'select count(app_name) from app_list') res['app_count'] = cur.fetchall()[0][0] cur.execute(f'select count(app_name) from app_list where status="running"') Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 1,186
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport time\n\nimport psutil\nimport pymysql\nfrom fastapi import APIRouter\n\nfrom api.utils import response_code\n\nrouter = APIRouter()\n\n\n@router.get('/dashboard/getinfo')\ndef getinfo():\n from init_global import g\n res = {}\n db = g.db_pool.connection()\n cur = db.cursor()\n cur.execute(f'select count(app_name) from app_list')\n res['app_count'] = cur.fetchall()[0][0]\n cur.execute(f'select count(app_name) from app_list where status=\"running\"')\n res['app_run_count'] = cur.fetchall()[0][0]\n res['image_count'] = len(g.dc.images.list())\n res['networks_count'] = len(g.dc.networks.list())\n cur = db.cursor(cursor=pymysql.cursors.DictCursor)\n cur.execute(f'select * from app_list order by start_time desc limit 10')\n res['recent_event'] = cur.fetchall()\n db.close()\n return response_code.resp_200(data={\"res\": res})\n\n\ndef get_performance():\n res = {}\n # cpu\n cpuCount = psutil.cpu_count(logical=False) # CPU\u6838\u5fc3\n cpuPercent = psutil.cpu_percent(0.5) # \u4f7f\u7528\u7387\n cpufree = round(100 - cpuPercent, 2) # CPU\u7a7a\u4f59\n # \u5185\u5b58\n m = psutil.virtual_memory() # \u5185\u5b58\u4fe1\u606f\n memoryTotal = round(m.total / (1024.0 * 1024.0 * 1024.0), 2) # \u603b\u5185\u5b58\n memoryU\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport time\n\nimport psutil\nimport pymysql\nfrom fastapi import APIRouter\n\nfrom api.utils import response_code\n\nrouter = APIRouter()\n\n\n@router.get('/dashboard/getinfo')\ndef getinfo():\n from init_global import g\n res = {}\n db = g.db_pool.connection()\n cur = db.cursor()\n cur.execute(f'select count(app_name) from app_list')\n res['app_count'] = cur.fetchall()[0][0]\n cur.execute(f'select count(app_name) from app_list where status=\"running\"')\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cdcd3e9c2d7e86acfb845c8d72f0dc9c0f23f7d
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import torch import torch.nn as nn import numpy as np import math class ForwardKinematics: def __init__(self, args, edges): self.topology = [-1] * (len(edges) + 1) self.rotation_map = [] for i, edge in enumerate(edges): self.topology[edge[1]] = edge[0] self.rotation_map.append(edge[1]) self.world = args.fk_world self.pos_repr = args.pos_repr self.quater = args.rotation == 'quaternion' def forward_from_raw(self, raw, offset, world=None, quater=None): if world == None: world = self.world if quater is None: quater = self.quater if self.pos_repr == '3d': position = raw[:, -3:, :] rotation = raw[:, :-3, :] elif self.pos_repr == '4d': raise Exception('Not support') if quater: rotation = rotation.reshape((rotation.shape[0], -1, 4, rotation.shape[-1])) identity = torch.tensor((1, 0, 0, 0), dtype=torch.float, device=raw.device) else: rotation = rotation.reshape((rotation.shape[0], -1, 3, rotation.shape[-1])) identity = torch.zeros((3, ), dtype=torch.float, device=raw.device) identity = identity.reshape((1, 1, -1, 1)) new_shape = list(rotation.shape) new_shape[1] += 1 new_shape[2] = 1 rotation_final = identity.repeat(new_shape) for i, j in enumerate(self.rotation_map): rotation_final[:, j, :, :] = rotation[:, i, :, :] return self.forward(rotation_final, position, offset, world=world, quater=quater) ''' rotation should have shape batch_size * Joint_num * (3/4) * Time position should have shape batch_size * 3 * Time offset should have shape batch_size * Joint_num * 3 output have shape batch_size * Time * Joint_num * 3 ''' ... [14 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Using == instead of is for None Severity: LOW Location: Line 20 Buggy code: if world == None: world = self.world Should be: if world is None: world = self.world Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 2
| 1
| 1,893
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport numpy as np\nimport math\n\n\nclass ForwardKinematics:\n def __init__(self, args, edges):\n self.topology = [-1] * (len(edges) + 1)\n self.rotation_map = []\n for i, edge in enumerate(edges):\n self.topology[edge[1]] = edge[0]\n self.rotation_map.append(edge[1])\n\n self.world = args.fk_world\n self.pos_repr = args.pos_repr\n self.quater = args.rotation == 'quaternion'\n\n def forward_from_raw(self, raw, offset, world=None, quater=None):\n if world == None: world = self.world\n if quater is None: quater = self.quater\n if self.pos_repr == '3d':\n position = raw[:, -3:, :]\n rotation = raw[:, :-3, :]\n elif self.pos_repr == '4d':\n raise Exception('Not support')\n if quater:\n rotation = rotation.reshape((rotation.shape[0], -1, 4, rotation.shape[-1]))\n identity = torch.tensor((1, 0, 0, 0), dtype=torch.float, device=raw.device)\n else:\n rotation = rotation.reshape((rotation.shape[0], -1, 3, rotation.shape[-1]))\n identity = torch.zeros((3, ), dtype=torch.float, device=raw.device)\n identity = identity.reshape((1, 1, -1, 1))\n new_shape = list(rotation.shape)\n new_shape[1] += 1\n new_shape[2] = 1\n rotation_final = identity.repeat(new_shape)\n for i, j in enumerate(self.rotation_map):\n rotation_final[:, j, :, :] = rotation[:, i, :, :]\n return self.forward(rotation_final, position, offset, world=world, quater=quater)\n\n '''\n rotation should have shape batch_size * Joint_num * (3/4) * Time\n position should have shape batch_size * 3 * Time\n offset should have shape batch_size * Joint_num * 3\n output have shape batch_size * Time * Joint_num * 3\n '''\n\n ... [14 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Using == instead of is for None\n Severity: LOW\n\n Location: Line 20\n\n Buggy code:\n if world == None: world = self.world\n\n Should be:\n if world is None: world = self.world\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
7cdd5ddf7b7d2568fd208a60927251ae8e3ac857
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- # # 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 datetime import os import unittest from unittest import mock import nose from airflow import DAG, configuration, operators from airflow.models import TaskInstance from airflow.operators.hive_operator import HiveOperator from airflow.utils import timezone class TestHiveEnvironment(unittest.TestCase): def setUp(self): args = {'owner': 'airflow', 'start_date': DEFAULT_DATE} dag = DAG('test_dag_id', default_args=args) self.dag = dag self.hql = """ USE airflow; DROP TABLE IF EXISTS static_babynames_partitioned; CREATE TABLE IF NOT EXISTS static_babynames_partitioned ( state string, year string, name string, gender string, num int) PARTITIONED BY (ds string); INSERT OVERWRITE TABLE static_babynames_partitioned PARTITION(ds='{{ ds }}') SELECT state, year, name, gender, num FROM static_babynames; """ class TestHiveCli(unittest.TestCase): def setUp(self): self.nondefault_schema = "nondefault" os.environ["AIRFLOW__CORE__SECURITY"] = "kerberos" def tearDown(self): del os.environ["AIRFLOW__CORE__SECURITY"] def test_get_proxy_user_value(self): from airflow.hooks.hive_hooks import HiveCliHook hook = HiveCliHook() returner = mock.MagicMock() returner.extra_dejson = {'proxy_user': 'a_user_proxy'} hook.use_beeline = True hook.conn = returner # Run result = hook._prepare_cli_cmd() # Verify self.assertIn('hive.server2.proxy.user=a_user_proxy', result[2]) class HiveOperatorConfigTest(TestHiveEnvironment): ... [25 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 3
| 2,572
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\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 datetime\nimport os\nimport unittest\n\nfrom unittest import mock\nimport nose\n\nfrom airflow import DAG, configuration, operators\nfrom airflow.models import TaskInstance\nfrom airflow.operators.hive_operator import HiveOperator\nfrom airflow.utils import timezone\n\n\nclass TestHiveEnvironment(unittest.TestCase):\n\n def setUp(self):\n args = {'owner': 'airflow', 'start_date': DEFAULT_DATE}\n dag = DAG('test_dag_id', default_args=args)\n self.dag = dag\n self.hql = \"\"\"\n USE airflow;\n DROP TABLE IF EXISTS static_babynames_partitioned;\n CREATE TABLE IF NOT EXISTS static_babynames_partitioned (\n state string,\n year string,\n name string,\n gender string,\n num int)\n PARTITIONED BY (ds string);\n INSERT OVERWRITE TABLE static_babynames_partitioned\n PARTITION(ds='{{ ds }}')\n SELECT state, year, name, gender, num FROM static_babynames;\n \"\"\"\n\n\nclass TestHiveCli(unittest.TestCase):\n\n def setUp(self):\n self.nondefault_schema = \"nondefault\"\n os.environ[\"AIRFLOW__CORE__SECURITY\"] = \"kerberos\"\n\n def tearDown(self):\n del os.environ[\"AIRFLOW__CORE__SECURITY\"]\n\n def test_get_proxy_user_value(self):\n from airflow.hooks.hive_hooks import HiveCliHook\n\n hook = HiveCliHook()\n returner = mock.MagicMock()\n returner.extra_dejson = {'proxy_user': 'a_user_proxy'}\n hook.use_beeline = True\n hook.conn = returner\n\n # Run\n result = hook._prepare_cli_cmd()\n\n # Verify\n self.assertIn('hive.server2.proxy.user=a_user_proxy', result[2])\n\n\nclass HiveOperatorConfigTest(TestHiveEnvironment):\n\n\n ... [25 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7cdd5ff32b1c2238dcf9d02a8e0c07b84239dfc5
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import pygame, math from game import map, ui class Mouse(pygame.sprite.Sprite): def __init__(self): pygame.sprite.Sprite.__init__(self) self.image = pygame.surface.Surface([1, 1]) self.rect = self.image.get_rect() ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.clickedcart = None self.hoveritem = None self.tl = self.rect.topleft self.mode = "select"
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 249
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport pygame, math\nfrom game import map, ui\n\nclass Mouse(pygame.sprite.Sprite):\n def __init__(self):\n pygame.sprite.Sprite.__init__(self)\n self.image = pygame.surface.Surface([1, 1])\n self.rect = self.image.get_rect()\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 self.clickedcart = None\n self.hoveritem = None\n self.tl = self.rect.topleft\n self.mode = \"select\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cdde129ca347d44c4fc15ae483831b97628b1d6
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # Written by Kamran Bigdely # Example for Compose Methods: Extract Method. import math def get_distance(xc1=5, xc2=7.25, yc1=22, yc2=-4.84): # Calculate the distance between the two circle return math.sqrt((xc1-xc2)**2 + (yc1 - yc2)**2) # Complete this line # *** somewhere else in your program *** def get_length(xa=-50, ya=99, xb=.67, yb=.26): # calcualte the length of vector AB vector which is a vector between A and B points. return math.sqrt((xa-xb)*(xa-xb) + (ya-yb)*(ya-yb)) print('length', get_length())
|
The missing line is: print('distance', get_distance())
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 550
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# Written by Kamran Bigdely\n# Example for Compose Methods: Extract Method.\nimport math\n\n\ndef get_distance(xc1=5, xc2=7.25, yc1=22, yc2=-4.84):\n # Calculate the distance between the two circle\n return math.sqrt((xc1-xc2)**2 + (yc1 - yc2)**2)\n\n\n # Complete this line\n\n\n# *** somewhere else in your program ***\ndef get_length(xa=-50, ya=99, xb=.67, yb=.26):\n # calcualte the length of vector AB vector which is a vector between A and B points.\n return math.sqrt((xa-xb)*(xa-xb) + (ya-yb)*(ya-yb))\n\n\nprint('length', get_length())"}, {"role": "assistant", "content": "The missing line is:\nprint('distance', get_distance())"}]
| false
| null | null | null |
7cde0e155e222f52e34bae521e25a21b28caf52a
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def prde_normal_denom(fa, fd, G, DE): """ Parametric Risch Differential Equation - Normal part of the denominator. Given a derivation D on k[t] and f, g1, ..., gm in k(t) with f weakly normalized with respect to t, return the tuple (a, b, G, h) such that a, h in k[t], b in k<t>, G = [g1, ..., gm] in k(t)^m, and for any solution c1, ..., cm in Const(k) and y in k(t) of Dy + f*y == Sum(ci*gi, (i, 1, m)), q == y*h in k<t> satisfies a*Dq + b*q == Sum(ci*Gi, (i, 1, m)). """ dn, ds = splitfactor(fd, DE) Gas, Gds = list(zip(*G)) gd = reduce(lambda i, j: i.lcm(j), Gds, Poly(1, DE.t)) en, es = splitfactor(gd, DE) p = dn.gcd(en) h = en.gcd(en.diff(DE.t)).quo(p.gcd(p.diff(DE.t))) a = dn*h c = a*h ba = a*fa - dn*derivation(h, DE)*fd ba, bd = ba.cancel(fd, include=True) G = [(c*A).cancel(D, include=True) for A, D in G] return (a, (ba, bd), G, h) def real_imag(ba, bd, gen): """ Helper function, to get the real and imaginary part of a rational function evaluated at sqrt(-1) without actually evaluating it at sqrt(-1) Separates the even and odd power terms by checking the degree of terms wrt mod 4. Returns a tuple (ba[0], ba[1], bd) where ba[0] is real part of the numerator ba[1] is the imaginary part and bd is the denominator of the rational function. """ bd = bd.as_poly(gen).as_dict() ba = ba.as_poly(gen).as_dict() denom_real = [value if key[0] % 4 == 0 else -value if key[0] % 4 == 2 else 0 for key, value in bd.items()] denom_imag = [value if key[0] % 4 == 1 else -value if key[0] % 4 == 3 else 0 for key, value in bd.items()] bd_real = sum(r for r in denom_real) bd_imag = sum(r for r in denom_imag) num_real = [value if key[0] % 4 == 0 else -value if key[0] % 4 == 2 else 0 for key, value in ba.items()] num_imag = [value if key[0] % 4 == 1 else -value if key[0] % 4 == 3 else 0 for key, value in ba.items()] ba_real = sum(r for r in num_real) ba_imag = sum(r for r in num_imag) ba = ((ba_real*bd_real + ba_imag*bd_imag).as_poly(gen), (ba_imag*bd_real - ba_real*bd_imag).as_poly(gen)) bd = (bd_real*bd_real + bd_imag*bd_imag).as_poly(gen) return (ba[0], ba[1], bd) ... [17 more functiondefs truncated] ...
|
Functions: prde_normal_denom, real_imag This code demonstrates Pythoncode:Python programming.
|
intermediate
|
database
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,298
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef prde_normal_denom(fa, fd, G, DE):\n \"\"\"\n Parametric Risch Differential Equation - Normal part of the denominator.\n\n Given a derivation D on k[t] and f, g1, ..., gm in k(t) with f weakly\n normalized with respect to t, return the tuple (a, b, G, h) such that\n a, h in k[t], b in k<t>, G = [g1, ..., gm] in k(t)^m, and for any solution\n c1, ..., cm in Const(k) and y in k(t) of Dy + f*y == Sum(ci*gi, (i, 1, m)),\n q == y*h in k<t> satisfies a*Dq + b*q == Sum(ci*Gi, (i, 1, m)).\n \"\"\"\n dn, ds = splitfactor(fd, DE)\n Gas, Gds = list(zip(*G))\n gd = reduce(lambda i, j: i.lcm(j), Gds, Poly(1, DE.t))\n en, es = splitfactor(gd, DE)\n\n p = dn.gcd(en)\n h = en.gcd(en.diff(DE.t)).quo(p.gcd(p.diff(DE.t)))\n\n a = dn*h\n c = a*h\n\n ba = a*fa - dn*derivation(h, DE)*fd\n ba, bd = ba.cancel(fd, include=True)\n\n G = [(c*A).cancel(D, include=True) for A, D in G]\n\n return (a, (ba, bd), G, h)\n\ndef real_imag(ba, bd, gen):\n \"\"\"\n Helper function, to get the real and imaginary part of a rational function\n evaluated at sqrt(-1) without actually evaluating it at sqrt(-1)\n\n Separates the even and odd power terms by checking the degree of terms wrt\n mod 4. Returns a tuple (ba[0], ba[1], bd) where ba[0] is real part\n of the numerator ba[1] is the imaginary part and bd is the denominator\n of the rational function.\n \"\"\"\n bd = bd.as_poly(gen).as_dict()\n ba = ba.as_poly(gen).as_dict()\n denom_real = [value if key[0] % 4 == 0 else -value if key[0] % 4 == 2 else 0 for key, value in bd.items()]\n denom_imag = [value if key[0] % 4 == 1 else -value if key[0] % 4 == 3 else 0 for key, value in bd.items()]\n bd_real = sum(r for r in denom_real)\n bd_imag = sum(r for r in denom_imag)\n num_real = [value if key[0] % 4 == 0 else -value if key[0] % 4 == 2 else 0 for key, value in ba.items()]\n num_imag = [value if key[0] % 4 == 1 else -value if key[0] % 4 == 3 else 0 for key, value in ba.items()]\n ba_real = sum(r for r in num_real)\n ba_imag = sum(r for r in num_imag)\n ba = ((ba_real*bd_real + ba_imag*bd_imag).as_poly(gen), (ba_imag*bd_real - ba_real*bd_imag).as_poly(gen))\n bd = (bd_real*bd_real + bd_imag*bd_imag).as_poly(gen)\n return (ba[0], ba[1], bd)\n\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: prde_normal_denom, real_imag\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7cde5911adb7d9da7046ae21614759503f243fc8
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from pprint import pprint import yaml import netmiko import paramiko def send_cmd_with_prompt(device, command, *, wait_for, confirmation): if type(wait_for) == str: wait_for = [wait_for] if type(confirmation) == str: confirmation = [confirmation] with netmiko.Netmiko(**device) as ssh: ssh.enable() result = ssh.send_command_timing( Error: IndentationError / Incomplete Function
|
Fixed Code: from pprint import pprint import yaml import netmiko import paramiko def send_cmd_with_prompt(device, command, *, wait_for, confirmation): if type(wait_for) == str: wait_for = [wait_for] if type(confirmation) == str: confirmation = [confirmation] with netmiko.Netmiko(**device) as ssh: ssh.enable() result = ssh.send_command_timing( command, strip_prompt=False, strip_command=False ) for wait, confirm in zip(wait_for, confirmation): if wait in result: result += ssh.send_command_timing( Explanation: Complete the function 'send_cmd_with_prompt' body and add missing return
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 378
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom pprint import pprint\nimport yaml\nimport netmiko\nimport paramiko\n\n\ndef send_cmd_with_prompt(device, command, *, wait_for, confirmation):\n if type(wait_for) == str:\n wait_for = [wait_for]\n if type(confirmation) == str:\n confirmation = [confirmation]\n with netmiko.Netmiko(**device) as ssh:\n ssh.enable()\n result = ssh.send_command_timing(\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom pprint import pprint\nimport yaml\nimport netmiko\nimport paramiko\n\n\ndef send_cmd_with_prompt(device, command, *, wait_for, confirmation):\n if type(wait_for) == str:\n wait_for = [wait_for]\n if type(confirmation) == str:\n confirmation = [confirmation]\n with netmiko.Netmiko(**device) as ssh:\n ssh.enable()\n result = ssh.send_command_timing(\n command, strip_prompt=False, strip_command=False\n )\n for wait, confirm in zip(wait_for, confirmation):\n if wait in result:\n result += ssh.send_command_timing(\n\n Explanation: Complete the function 'send_cmd_with_prompt' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
7ce07b8311ef90c93682c15fc681abf9e95c0bb7
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: class AttributeDict(object): """ A class to convert a nested Dictionary into an object with key-values accessibly using attribute notation (AttributeDict.attribute) instead of key notation (Dict["key"]). This class recursively sets Dicts to objects, allowing you to recurse down nested dicts (like: AttributeDict.attr.attr) """ def __init__(self, **entries): self.add_entries(**entries) def add_entries(self, **entries): for key, value in entries.items(): if type(value) is dict: self.__dict__[key + 1] = AttributeDict(**value) else: self.__dict__[key] = value def getAttributes(self): """ Return all the attributes of the object """ return self.__dict__.keys()
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 14 Buggy code: self.__dict__[key + 1] = AttributeDict(**value) Should be: self.__dict__[key] = AttributeDict(**value) Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
oop
|
logical_errors
|
Pythoncode:Python
| 3
| 1
| 804
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nclass AttributeDict(object):\n \"\"\"\n A class to convert a nested Dictionary into an object with key-values\n accessibly using attribute notation (AttributeDict.attribute) instead of\n key notation (Dict[\"key\"]). This class recursively sets Dicts to objects,\n allowing you to recurse down nested dicts (like: AttributeDict.attr.attr)\n \"\"\"\n def __init__(self, **entries):\n self.add_entries(**entries)\n\n def add_entries(self, **entries):\n for key, value in entries.items():\n if type(value) is dict:\n self.__dict__[key + 1] = AttributeDict(**value)\n else:\n self.__dict__[key] = value\n\n def getAttributes(self):\n \"\"\"\n Return all the attributes of the object\n \"\"\"\n return self.__dict__.keys()"}, {"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 14\n\n Buggy code:\n self.__dict__[key + 1] = AttributeDict(**value)\n\n Should be:\n self.__dict__[key] = AttributeDict(**value)\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
|
7ce0fee58832e03db2dedb448c80880f25c203aa
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # GROWNG BEYOND EARTH CONTROL BOX Traning # RASPBERRY PI PICO / MICROPYTHON # FAIRCHILD TROPICAL BOTANIC GARDEN, Oct 18, 2021 # The Growing Beyond Earth (GBE) control box is a device that controls # the LED lights and fan in a GBE growth chamber. It can also control # accessories including a 12v water pump and environmental sensors. # The device is based on a Raspberry Pi Pico microcontroller running # Micropython. # lesson Written by @MarioTheMaker from sys import stdin, stdout, exit import machine import time #Set the brightness for each color red_brightness = 100 green_brightness = 100 blue_brightness = 100 white_brightness = 100 # Pulse width modulation (PWM) is a way to get an artificial analog output on a digital pin. # It achieves this by rapidly toggling the pin from low to high. There are two parameters # associated with this: the frequency of the toggling, and the duty cycle. # The duty cycle is defined to be how long the pin is high compared with the length of a # single period (low plus high time). Maximum duty cycle is when the pin is high all of the # time, and minimum is when it is low all of the time. # https://projects.raspberrypi.org/en/projects/getting-started-with-the-pico/7#: # control I/O pins # machine.Pin(id, mode=- 1, pull=- 1, *, value, drive, alt) # Access the pin peripheral (GPIO pin) associated with the given id. # If additional arguments are given in the constructor then they are used to initialise # the pin. Any settings that are not specified will remain in their previous state. # More info https://docs.micropython.org/en/latest/library/machine.Pin.html r=machine.PWM(machine.Pin(0)); r.freq(20000) # Red channel g=machine.PWM(machine.Pin(2)); g.freq(20000) # Green channel b=machine.PWM(machine.Pin(1)); b.freq(20000) # Blue channel w=machine.PWM(machine.Pin(3)); w.freq(20000) # White channel # More info https://docs.micropython.org/en/latest/library/machine.PWM.html # Start a loop and change the brightness multiplier "n" # PWM.duty_u16([value]) Get the current duty cycle of the PWM output, # as an unsigned 16-bit value in the range 0 to 65535 inclusive. n = 100 while n > 0: print("Power Level ",n) r.duty_u16(int(red_brightness)*n) g.duty_u16(int(green_brightness)*n) b.duty_u16(int(blue_brightness)*n) w.duty_u16(int(white_brightness)*n) time.sleep(.3) n = n - 5 #Turn all the lights off time.sleep(3) r.duty_u16(0) g.duty_u16(0) b.duty_u16(0) w.duty_u16(0)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 2,479
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# GROWNG BEYOND EARTH CONTROL BOX Traning\n# RASPBERRY PI PICO / MICROPYTHON\n\n# FAIRCHILD TROPICAL BOTANIC GARDEN, Oct 18, 2021\n\n# The Growing Beyond Earth (GBE) control box is a device that controls\n# the LED lights and fan in a GBE growth chamber. It can also control\n# accessories including a 12v water pump and environmental sensors. \n# The device is based on a Raspberry Pi Pico microcontroller running \n# Micropython.\n# lesson Written by @MarioTheMaker \n\n\n\nfrom sys import stdin, stdout, exit\nimport machine\nimport time\n\n#Set the brightness for each color \nred_brightness = 100\ngreen_brightness = 100\nblue_brightness = 100\nwhite_brightness = 100\n\n# Pulse width modulation (PWM) is a way to get an artificial analog output on a digital pin.\n# It achieves this by rapidly toggling the pin from low to high. There are two parameters\n# associated with this: the frequency of the toggling, and the duty cycle.\n# The duty cycle is defined to be how long the pin is high compared with the length of a\n# single period (low plus high time). Maximum duty cycle is when the pin is high all of the\n# time, and minimum is when it is low all of the time.\n# https://projects.raspberrypi.org/en/projects/getting-started-with-the-pico/7#:\n\n# control I/O pins\n# machine.Pin(id, mode=- 1, pull=- 1, *, value, drive, alt)\n# Access the pin peripheral (GPIO pin) associated with the given id.\n# If additional arguments are given in the constructor then they are used to initialise\n# the pin. Any settings that are not specified will remain in their previous state.\n# More info https://docs.micropython.org/en/latest/library/machine.Pin.html\nr=machine.PWM(machine.Pin(0)); r.freq(20000) # Red channel\ng=machine.PWM(machine.Pin(2)); g.freq(20000) # Green channel\nb=machine.PWM(machine.Pin(1)); b.freq(20000) # Blue channel\nw=machine.PWM(machine.Pin(3)); w.freq(20000) # White channel\n\n\n# More info https://docs.micropython.org/en/latest/library/machine.PWM.html\n# Start a loop and change the brightness multiplier \"n\"\n# PWM.duty_u16([value]) Get the current duty cycle of the PWM output,\n# as an unsigned 16-bit value in the range 0 to 65535 inclusive.\nn = 100\nwhile n > 0:\n print(\"Power Level \",n)\n r.duty_u16(int(red_brightness)*n)\n g.duty_u16(int(green_brightness)*n)\n b.duty_u16(int(blue_brightness)*n)\n w.duty_u16(int(white_brightness)*n)\n time.sleep(.3)\n n = n - 5\n \n#Turn all the lights off\ntime.sleep(3)\nr.duty_u16(0)\ng.duty_u16(0)\nb.duty_u16(0)\nw.duty_u16(0)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7ce146b894402021fe89e46e79f310a76ff9ef08
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import yaml from core import plugintools from core import constants from core.searchtools import SearchDef from core.issues.issue_utils import IssueEntry class BugSearchDef(SearchDef): def __init__(self, pattern, bug_id, hint, reason, reason_format_result_groups=None): """ @param reason: string reason describing the issue and why it has been flagged. This string can be a template i.e. containing {} fields that can be rendered using results. @param reason_format_result_groups: if the reason string is a template, this is a list of indexes in the results that can be extracted for inclusion in the reason. """ super().__init__(pattern, tag=bug_id, hint=hint) self._reason = reason if reason is None: self._reason = "" self.reason_format_result_groups = reason_format_result_groups @property def reason(self): return self._reason def rendered_reason(self, search_result): if self._reason and self.reason_format_result_groups: values = [] for idx in self.reason_format_result_groups: values.append(search_result.get(idx)) return self._reason.format(*values) return self._reason def _get_known_bugs(): """ Fetch the current plugin known_bugs.yaml if it exists and return its contents or None if it doesn't exist yet. """ if not os.path.isdir(constants.PLUGIN_TMP_DIR): raise Exception("plugin tmp dir '{}' not found". format(constants.PLUGIN_TMP_DIR)) known_bugs_yaml = os.path.join(constants.PLUGIN_TMP_DIR, "known_bugs.yaml") if not os.path.exists(known_bugs_yaml): return {}
|
bugs = yaml.safe_load(open(known_bugs_yaml)) if bugs and bugs.get(MASTER_YAML_KNOWN_BUGS_KEY): return bugs return {} def add_known_bug(bug_id, description=None, type=LAUNCHPAD): """ Fetch the current plugin known_bugs.yaml if it exists and add new bug with description of the bug. """ if not os.path.isdir(constants.PLUGIN_TMP_DIR): raise Exception("plugin tmp dir '{}' not found". format(constants.PLUGIN_TMP_DIR)) if type == LAUNCHPAD: new_bug = "https://bugs.launchpad.net/bugs/{}".format(bug_id) if description is None: description = "no description provided" entry = IssueEntry(new_bug, description, key="id") current = _get_known_bugs() if current and current.get(MASTER_YAML_KNOWN_BUGS_KEY): current[MASTER_YAML_KNOWN_BUGS_KEY].append(entry.data) else: current = {MASTER_YAML_KNOWN_BUGS_KEY: [entry.data]} known_bugs_yaml = os.path.join(constants.PLUGIN_TMP_DIR, "known_bugs.yaml") with open(known_bugs_yaml, 'w') as fd: fd.write(yaml.dump(current)) ... [1 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,943
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport yaml\n\nfrom core import plugintools\nfrom core import constants\nfrom core.searchtools import SearchDef\nfrom core.issues.issue_utils import IssueEntry\n\nclass BugSearchDef(SearchDef):\n def __init__(self, pattern, bug_id, hint, reason,\n reason_format_result_groups=None):\n \"\"\"\n @param reason: string reason describing the issue and why it has been\n flagged. This string can be a template i.e. containing {} fields that\n can be rendered using results.\n @param reason_format_result_groups: if the reason string is a template,\n this is a list of indexes in the results that can be extracted for\n inclusion in the reason.\n \"\"\"\n super().__init__(pattern, tag=bug_id, hint=hint)\n self._reason = reason\n if reason is None:\n self._reason = \"\"\n\n self.reason_format_result_groups = reason_format_result_groups\n\n @property\n def reason(self):\n return self._reason\n\n def rendered_reason(self, search_result):\n if self._reason and self.reason_format_result_groups:\n values = []\n for idx in self.reason_format_result_groups:\n values.append(search_result.get(idx))\n\n return self._reason.format(*values)\n\n return self._reason\n\n\ndef _get_known_bugs():\n \"\"\"\n Fetch the current plugin known_bugs.yaml if it exists and return its\n contents or None if it doesn't exist yet.\n \"\"\"\n if not os.path.isdir(constants.PLUGIN_TMP_DIR):\n raise Exception(\"plugin tmp dir '{}' not found\".\n format(constants.PLUGIN_TMP_DIR))\n\n known_bugs_yaml = os.path.join(constants.PLUGIN_TMP_DIR, \"known_bugs.yaml\")\n if not os.path.exists(known_bugs_yaml):\n return {}"}, {"role": "assistant", "content": "\n bugs = yaml.safe_load(open(known_bugs_yaml))\n if bugs and bugs.get(MASTER_YAML_KNOWN_BUGS_KEY):\n return bugs\n\n return {}\n\n\ndef add_known_bug(bug_id, description=None, type=LAUNCHPAD):\n \"\"\"\n Fetch the current plugin known_bugs.yaml if it exists and add new bug with\n description of the bug.\n \"\"\"\n if not os.path.isdir(constants.PLUGIN_TMP_DIR):\n raise Exception(\"plugin tmp dir '{}' not found\".\n format(constants.PLUGIN_TMP_DIR))\n\n if type == LAUNCHPAD:\n new_bug = \"https://bugs.launchpad.net/bugs/{}\".format(bug_id)\n\n if description is None:\n description = \"no description provided\"\n\n entry = IssueEntry(new_bug, description, key=\"id\")\n current = _get_known_bugs()\n if current and current.get(MASTER_YAML_KNOWN_BUGS_KEY):\n current[MASTER_YAML_KNOWN_BUGS_KEY].append(entry.data)\n else:\n current = {MASTER_YAML_KNOWN_BUGS_KEY: [entry.data]}\n\n known_bugs_yaml = os.path.join(constants.PLUGIN_TMP_DIR, \"known_bugs.yaml\")\n with open(known_bugs_yaml, 'w') as fd:\n fd.write(yaml.dump(current))\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
7ce15c82ddc26277baddffb09d13b58c226ab5d6
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import SimpleXMLRPCServer as xmls def echo(msg): print 'Got', msg return msg class echoserver(xmls.SimpleXMLRPCServer): allow_reuse_address = True server = echoserver(('127.0.0.1', 8001)) # Complete this line print 'Listening on port 8001' try: server.serve_forever() except: server.server_close()
|
The missing line is: server.register_function(echo, 'echo')
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 339
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport SimpleXMLRPCServer as xmls\n\ndef echo(msg):\n print 'Got', msg\n return msg\n\nclass echoserver(xmls.SimpleXMLRPCServer):\n allow_reuse_address = True\n\nserver = echoserver(('127.0.0.1', 8001))\n # Complete this line\nprint 'Listening on port 8001'\ntry:\n server.serve_forever()\nexcept:\n server.server_close()"}, {"role": "assistant", "content": "The missing line is:\nserver.register_function(echo, 'echo')"}]
| false
| null | null | null |
7ce16cb7ee2c1e090289468a70fd88401aba8ddc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2018 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== def find_ops(optype): """Find ops of a given type in graphdef or a graph. Args: optype: operation type (e.g. Conv2D) Returns: List of operations. """ gd = tf.get_default_graph() return [var for var in gd.get_operations() if var.type == optype] class MobilenetV2Test(tf.test.TestCase): def setUp(self): tf.reset_default_graph() def testCreation(self): spec = dict(mobilenet_v2.V2_DEF) _, ep = mobilenet.mobilenet( tf.placeholder(tf.float32, (10, 224, 224, 16)), conv_defs=spec) num_convs = len(find_ops('Conv2D')) # This is mos
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 16 • Block at line 27 has no indented body Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 6
| 1
| 1,274
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2018 The TensorFlow Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ==============================================================================\ndef find_ops(optype):\n \"\"\"Find ops of a given type in graphdef or a graph.\n\n Args:\n optype: operation type (e.g. Conv2D)\n Returns:\n List of operations.\n \"\"\"\n gd = tf.get_default_graph()\n return [var for var in gd.get_operations() if var.type == optype]\n\n\nclass MobilenetV2Test(tf.test.TestCase):\n\n def setUp(self):\n tf.reset_default_graph()\n\n def testCreation(self):\n spec = dict(mobilenet_v2.V2_DEF)\n _, ep = mobilenet.mobilenet(\n tf.placeholder(tf.float32, (10, 224, 224, 16)), conv_defs=spec)\n num_convs = len(find_ops('Conv2D'))\n\n # This is mos"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 16\n \u2022 Block at line 27 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7ce1993cbdc65a6d053c9478a3f9b9475d29bb5c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from firebase import firebase import os import datetime import json import logging from boto.s3.connection import S3Connection from boto.s3.key import Key from github3 import login firebase_url = os.environ['FIREBASE_DB'] firebase_secret = os.environ['FIREBASE_SECRET'] firebase_path = os.environ['FIREBASE_PATH'] firebase_username = os.environ['FIREBASE_USERNAME'] # not checked ATM gh_token = os.environ['GH_TOKEN'] gh_gist = os.environ['GH_GIST'] gh_fname = os.environ['GH_FNAME'] logging.basicConfig(level=logging.INFO) logger = logging.getLogger(__name__) def connect_firebase(): f = firebase.FirebaseApplication(firebase_url, None) ... code continues ...
|
Completion: Missing: Function 'connect_firebase' is incomplete - body truncated To complete: • Complete the function 'connect_firebase' body and add missing return Example continuation: f.authentication = firebase.FirebaseAuthentication(firebase_secret, firebase_username, admin=True) return f logger.info('==================================') logger.info('Fetching firebase data')
|
intermediate
|
data_processing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 643
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom firebase import firebase\nimport os\nimport datetime\nimport json\nimport logging\nfrom boto.s3.connection import S3Connection\nfrom boto.s3.key import Key\nfrom github3 import login\n\nfirebase_url = os.environ['FIREBASE_DB']\nfirebase_secret = os.environ['FIREBASE_SECRET']\nfirebase_path = os.environ['FIREBASE_PATH']\nfirebase_username = os.environ['FIREBASE_USERNAME'] # not checked ATM\n\ngh_token = os.environ['GH_TOKEN']\ngh_gist = os.environ['GH_GIST']\ngh_fname = os.environ['GH_FNAME']\n\nlogging.basicConfig(level=logging.INFO)\nlogger = logging.getLogger(__name__)\n\ndef connect_firebase():\n f = firebase.FirebaseApplication(firebase_url, None)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'connect_firebase' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'connect_firebase' body and add missing return\n\n Example continuation:\n f.authentication = firebase.FirebaseAuthentication(firebase_secret, firebase_username, admin=True)\n return f\n\nlogger.info('==================================')\nlogger.info('Fetching firebase data')"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
7ce2ce6e7522a59e86a553aeb0f5ee90bd00e269
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import sys sys.dont_write_bytecode = True def hitP(f, R, t, r, g): if f>=g/2 : return 0.0 missArea = 0.0 gridL = g+2*r nGrids = (R - t) // gridL missGridSideLength = g - 2*f print("gridL %.12f; nGrids %d" %(gridL, nGrids) ) indentSquareLength = nGrids*gridL remain = (R - t) - indentSquareLength missArea += (nGrids * missGridSideLength)**2 remainMissArea = 0 if remain - 2*r > 2*f if remain > g+r: totalArea = R**2 / 4.0 print( "missed a %.12f, total area %.12f" %(missR**2, (R-t)**2) ) return (totalArea - missArea) / (R-t)**2 def main(): numTestCases = int(input()) for i in range(numTestCases): f, R, t, r, g = list(map(float, input().split())) p = hitP(f, R, t, r, g) print( "Case #%d: %.6f" %(i+1, p)) if __name__ == '__main__': main()
|
Code Review: ❌ Critical issues: SyntaxError: expected ':' at line 16 ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 22 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 31 ✨ Improvements: Review code syntax
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 0
| 869
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport sys\nsys.dont_write_bytecode = True\n\ndef hitP(f, R, t, r, g):\n if f>=g/2 :\n return 0.0\n missArea = 0.0\n gridL = g+2*r\n nGrids = (R - t) // gridL\n missGridSideLength = g - 2*f\n print(\"gridL %.12f; nGrids %d\" %(gridL, nGrids) )\n indentSquareLength = nGrids*gridL\n remain = (R - t) - indentSquareLength\n missArea += (nGrids * missGridSideLength)**2\n remainMissArea = 0\n if remain - 2*r > 2*f\n if remain > g+r: \n \n\n\n totalArea = R**2 / 4.0\n print( \"missed a %.12f, total area %.12f\" %(missR**2, (R-t)**2) )\n\n return (totalArea - missArea) / (R-t)**2\n\ndef main():\n numTestCases = int(input())\n for i in range(numTestCases):\n f, R, t, r, g = list(map(float, input().split()))\n p = hitP(f, R, t, r, g)\n print( \"Case #%d: %.6f\" %(i+1, p))\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n SyntaxError: expected ':' at line 16\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 22\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n\n\u2728 Improvements:\n Review code syntax"}]
| false
| null | null | null |
7ce32e38118a236e7f22400e28b670e7f2079e82
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright 2014 - 2016 OpenMarket 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. import logging from collections import namedtuple from typing import ( def count(func: Callable[[T], bool], it: Iterable[T]) -> int: """Return the number of items in it for which func returns true.""" n = 0 for x in it: if func(x): n += 1 return n class _NotificationListener: """This represents a single client connection to the events stream. The events stream handler will have yielded to the deferred, so to notify the handler it is sufficient to resolve the deferred. """ __slots__ = ["deferred"] def __init__(self, deferred): self.deferred = deferred class _NotifierUserStream: """This represents a user connected to the event stream. It tracks the most recent stream token for that user. At a given point a user may have a number of streams listening for events. This listener will also keep track of which rooms it is listening in so that it can remove itself from the indexes in the Notifier class. """ def __init__( self, user_id: str, rooms: Collection[str], current_token: StreamToken, time_now_ms: int, ): self.user_id = user_id self.rooms = set(rooms) self.current_token = current_token # The last token for which we should wake up any streams that have a # token that comes before it. This gets updated every time we get poked. # We start it at the current token since if we get any streams # that have a token from before we have no idea whether they should be # woken up or not, so lets just wake them up. self.last_notified_token = current_token self.last_notified_ms = time_now_ms with PreserveLoggingContext(): self.notify_deferred = ObservableDeferred(defer.Deferred()) ... [25 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 29 Unclosed '(' at line 18 - expected ')' SyntaxError: '(' was never closed at line 18 ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 ✨ Improvements: Complete the expression on the last line Add closing quote at line 29 Add closing ')' bracket Review code syntax
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 3
| 2
| 2,504
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright 2014 - 2016 OpenMarket 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\nimport logging\nfrom collections import namedtuple\nfrom typing import (\ndef count(func: Callable[[T], bool], it: Iterable[T]) -> int:\n \"\"\"Return the number of items in it for which func returns true.\"\"\"\n n = 0\n for x in it:\n if func(x):\n n += 1\n return n\n\n\nclass _NotificationListener:\n \"\"\"This represents a single client connection to the events stream.\n The events stream handler will have yielded to the deferred, so to\n notify the handler it is sufficient to resolve the deferred.\n \"\"\"\n\n __slots__ = [\"deferred\"]\n\n def __init__(self, deferred):\n self.deferred = deferred\n\n\nclass _NotifierUserStream:\n \"\"\"This represents a user connected to the event stream.\n It tracks the most recent stream token for that user.\n At a given point a user may have a number of streams listening for\n events.\n\n This listener will also keep track of which rooms it is listening in\n so that it can remove itself from the indexes in the Notifier class.\n \"\"\"\n\n def __init__(\n self,\n user_id: str,\n rooms: Collection[str],\n current_token: StreamToken,\n time_now_ms: int,\n ):\n self.user_id = user_id\n self.rooms = set(rooms)\n self.current_token = current_token\n\n # The last token for which we should wake up any streams that have a\n # token that comes before it. This gets updated every time we get poked.\n # We start it at the current token since if we get any streams\n # that have a token from before we have no idea whether they should be\n # woken up or not, so lets just wake them up.\n self.last_notified_token = current_token\n self.last_notified_ms = time_now_ms\n\n with PreserveLoggingContext():\n self.notify_deferred = ObservableDeferred(defer.Deferred())\n\n\n ... [25 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 29\n Unclosed '(' at line 18 - expected ')'\n SyntaxError: '(' was never closed at line 18\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 29\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
7ce34380af3cdc654ec22dc00486fd1079b00edb
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from decimal import Decimal from prices import Money, TaxedMoney from ...discount import DiscountValueType, VoucherType from ...discount.utils import get_product_discount_on_sale from ..base_calculations import ( def test_calculate_base_line_unit_price(checkout_with_single_item): # given checkout_lines_info, _ = fetch_checkout_lines(checkout_with_single_item) checkout_line_info = checkout_lines_info[0] assert not checkout_line_info.voucher variant = checkout_line_info.variant # when prices_data = calculate_base_line_unit_price( checkout_line_info, checkout_with_single_item.channel, discounts=[] ) # then expected_price = variant.get_price( product=checkout_line_info.product, collections=checkout_line_info.collections, channel=checkout_with_single_item.channel, channel_listing=checkout_line_info.channel_listing, discounts=[], ) assert prices_data.undiscounted_price == expected_price assert prices_data.price_with_sale == expected_price assert prices_data.price_with_discounts == expected_price def test_calculate_base_line_unit_price_with_custom_price(checkout_with_single_item): # given line = checkout_with_single_item.lines.first() price_override = Decimal("12.22") line.price_override = price_override line.save(update_fields=["price_override"]) checkout_lines_info, _ = fetch_checkout_lines(checkout_with_single_item) checkout_line_info = checkout_lines_info[0] assert not checkout_line_info.voucher # when prices_data = calculate_base_line_unit_price( checkout_line_info, checkout_with_single_item.channel, discounts=[] ) # then currency = checkout_line_info.channel_listing.currency expected_price = Money(price_override, currency) assert prices_data.undiscounted_price == expected_price assert prices_data.price_with_sale == expected_price assert prices_data.price_with_discounts == expected_price ... [20 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 7 - expected ')' SyntaxError: '(' was never closed at line 7 ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Review code syntax
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 2,056
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom decimal import Decimal\n\nfrom prices import Money, TaxedMoney\n\nfrom ...discount import DiscountValueType, VoucherType\nfrom ...discount.utils import get_product_discount_on_sale\nfrom ..base_calculations import (\ndef test_calculate_base_line_unit_price(checkout_with_single_item):\n # given\n checkout_lines_info, _ = fetch_checkout_lines(checkout_with_single_item)\n checkout_line_info = checkout_lines_info[0]\n assert not checkout_line_info.voucher\n variant = checkout_line_info.variant\n\n # when\n prices_data = calculate_base_line_unit_price(\n checkout_line_info, checkout_with_single_item.channel, discounts=[]\n )\n\n # then\n expected_price = variant.get_price(\n product=checkout_line_info.product,\n collections=checkout_line_info.collections,\n channel=checkout_with_single_item.channel,\n channel_listing=checkout_line_info.channel_listing,\n discounts=[],\n )\n assert prices_data.undiscounted_price == expected_price\n assert prices_data.price_with_sale == expected_price\n assert prices_data.price_with_discounts == expected_price\n\n\ndef test_calculate_base_line_unit_price_with_custom_price(checkout_with_single_item):\n # given\n line = checkout_with_single_item.lines.first()\n price_override = Decimal(\"12.22\")\n line.price_override = price_override\n line.save(update_fields=[\"price_override\"])\n\n checkout_lines_info, _ = fetch_checkout_lines(checkout_with_single_item)\n checkout_line_info = checkout_lines_info[0]\n assert not checkout_line_info.voucher\n\n # when\n prices_data = calculate_base_line_unit_price(\n checkout_line_info, checkout_with_single_item.channel, discounts=[]\n )\n\n # then\n currency = checkout_line_info.channel_listing.currency\n expected_price = Money(price_override, currency)\n assert prices_data.undiscounted_price == expected_price\n assert prices_data.price_with_sale == expected_price\n assert prices_data.price_with_discounts == expected_price\n\n\n\n ... [20 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 Unclosed '(' at line 7 - expected ')'\n SyntaxError: '(' was never closed at line 7\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
7ce35b3e99fb727d7c2e93f64173851978f39e8c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- class TestDateVisitor(CalendarDateVisitor, DateValueVisitor): def visitGregorian(self, date): if not isinstance(date, GregorianDate): raise TypeError(str(type(date))) return ("gregorian", date) def visitJulian(self, date): if not isinstance(date, JulianDate): raise TypeError(str(type(date))) return ("julian", date) def visitHebrew(self, date): if not isinstance(date, HebrewDate): raise TypeError(str(type(date))) return ("hebrew", date) def visitFrench(self, date): if not isinstance(date, FrenchDate): raise TypeError(str(type(date))) return ("french", date) def visitSimple(self, date): if not isinstance(date, DateValueSimple): raise TypeError(str(type(date))) return ("simple", date.date) def visitPeriod(self, date): if not isinstance(date, DateValuePeriod): raise TypeError(str(type(date))) return ("period", date.date1, date.date2) def visitFrom(self, date): if not isinstance(date, DateValueFrom): raise TypeError(str(type(date))) return ("from", date.date) def visitTo(self, date): if not isinstance(date, DateValueTo): raise TypeError(str(type(date))) return ("to", date.date) def visitRange(self, date): if not isinstance(date, DateValueRange): raise TypeError(str(type(date))) return ("range", date.date1, date.date2) def visitBefore(self, date): if not isinstance(date, DateValueBefore): raise TypeError(str(type(date))) return ("before", date.date) def visitAfter(self, date): if not isinstance(date, DateValueAfter): raise TypeError(str(type(date))) retu
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 4 has no indented body Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 16
| 2
| 1,882
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nclass TestDateVisitor(CalendarDateVisitor, DateValueVisitor):\n\n def visitGregorian(self, date):\n if not isinstance(date, GregorianDate):\n raise TypeError(str(type(date)))\n return (\"gregorian\", date)\n\n def visitJulian(self, date):\n if not isinstance(date, JulianDate):\n raise TypeError(str(type(date)))\n return (\"julian\", date)\n\n def visitHebrew(self, date):\n if not isinstance(date, HebrewDate):\n raise TypeError(str(type(date)))\n return (\"hebrew\", date)\n\n def visitFrench(self, date):\n if not isinstance(date, FrenchDate):\n raise TypeError(str(type(date)))\n return (\"french\", date)\n\n def visitSimple(self, date):\n if not isinstance(date, DateValueSimple):\n raise TypeError(str(type(date)))\n return (\"simple\", date.date)\n\n def visitPeriod(self, date):\n if not isinstance(date, DateValuePeriod):\n raise TypeError(str(type(date)))\n return (\"period\", date.date1, date.date2)\n\n def visitFrom(self, date):\n if not isinstance(date, DateValueFrom):\n raise TypeError(str(type(date)))\n return (\"from\", date.date)\n\n def visitTo(self, date):\n if not isinstance(date, DateValueTo):\n raise TypeError(str(type(date)))\n return (\"to\", date.date)\n\n def visitRange(self, date):\n if not isinstance(date, DateValueRange):\n raise TypeError(str(type(date)))\n return (\"range\", date.date1, date.date2)\n\n def visitBefore(self, date):\n if not isinstance(date, DateValueBefore):\n raise TypeError(str(type(date)))\n return (\"before\", date.date)\n\n def visitAfter(self, date):\n if not isinstance(date, DateValueAfter):\n raise TypeError(str(type(date)))\n retu"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 4 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7ce3c5ddd55aea55c48d0f942c54f7645b346e45
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import annotations import asyncio import copy from contextvars import ContextVar # noqa # contextvars not understood as stdlib from typing import Any # noqa # contextvars not understood as stdlib from typing import Callable, Dict, Optional class TaskLocal: """An object local to the current task.""" __slots__ = ("_storage",) def __init__(self) -> None: # Note as __setattr__ is overidden below, use the object __setattr__ object.__setattr__(self, "_storage", ContextVar("storage")) def __getattr__(self, name: str) -> Any: values = self._storage.get({}) try: return values[name] except KeyError: raise AttributeError(name) def __setattr__(self, name: str, value: Any) -> None: values = self._storage.get({}) values[name] = value self._storage.set(values) def __delattr__(self, name: str) -> None: values = self._storage.get({}) try: del values[name] self._storage.set(values) except KeyError: raise AttributeError(name) @staticmethod def _task_identity() -> int: loop = asyncio.get_event_loop() if loop.is_running(): task = asyncio.current_task() task_id = id(task) return task_id else: return 0 class LocalStack: def __init__(self) -> None: self._task_local = TaskLocal() Error: SyntaxError / EOF
|
Fixed Code: from __future__ import annotations import asyncio import copy from contextvars import ContextVar # noqa # contextvars not understood as stdlib from typing import Any # noqa # contextvars not understood as stdlib from typing import Callable, Dict, Optional class TaskLocal: """An object local to the current task.""" __slots__ = ("_storage",) def __init__(self) -> None: # Note as __setattr__ is overidden below, use the object __setattr__ object.__setattr__(self, "_storage", ContextVar("storage")) def __getattr__(self, name: str) -> Any: values = self._storage.get({}) Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 12
| 3
| 1,466
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import annotations\n\nimport asyncio\nimport copy\nfrom contextvars import ContextVar # noqa # contextvars not understood as stdlib\nfrom typing import Any # noqa # contextvars not understood as stdlib\nfrom typing import Callable, Dict, Optional\n\n\nclass TaskLocal:\n \"\"\"An object local to the current task.\"\"\"\n\n __slots__ = (\"_storage\",)\n\n def __init__(self) -> None:\n # Note as __setattr__ is overidden below, use the object __setattr__\n object.__setattr__(self, \"_storage\", ContextVar(\"storage\"))\n\n def __getattr__(self, name: str) -> Any:\n values = self._storage.get({})\n try:\n return values[name]\n except KeyError:\n raise AttributeError(name)\n\n def __setattr__(self, name: str, value: Any) -> None:\n values = self._storage.get({})\n values[name] = value\n self._storage.set(values)\n\n def __delattr__(self, name: str) -> None:\n values = self._storage.get({})\n try:\n del values[name]\n self._storage.set(values)\n except KeyError:\n raise AttributeError(name)\n\n @staticmethod\n def _task_identity() -> int:\n loop = asyncio.get_event_loop()\n if loop.is_running():\n task = asyncio.current_task()\n task_id = id(task)\n return task_id\n else:\n return 0\n\n\nclass LocalStack:\n def __init__(self) -> None:\n self._task_local = TaskLocal()\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import annotations\n\nimport asyncio\nimport copy\nfrom contextvars import ContextVar # noqa # contextvars not understood as stdlib\nfrom typing import Any # noqa # contextvars not understood as stdlib\nfrom typing import Callable, Dict, Optional\n\n\nclass TaskLocal:\n \"\"\"An object local to the current task.\"\"\"\n\n __slots__ = (\"_storage\",)\n\n def __init__(self) -> None:\n # Note as __setattr__ is overidden below, use the object __setattr__\n object.__setattr__(self, \"_storage\", ContextVar(\"storage\"))\n\n def __getattr__(self, name: str) -> Any:\n values = self._storage.get({})\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7ce3f2fa9ab64a2e056aae0886c6829b2b5285e6
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import time import h5py import hdbscan import numpy as np import torch from sklearn.cluster import MeanShift from pytorch3dunet.datasets.hdf5 import SliceBuilder from pytorch3dunet.unet3d.utils import get_logger from pytorch3dunet.unet3d.utils import unpad class _AbstractPredictor: def __init__(self, model, loader, output_file, config, **kwargs): self.model = model self.loader = loader self.output_file = output_file self.config = config self.predictor_config = kwargs @staticmethod def _volume_shape(dataset): # TODO: support multiple internal datasets raw = dataset.raws[0] if raw.ndim == 3: return raw.shape else: return raw.shape[1:] @staticmethod def _get_output_dataset_names(number_of_datasets, prefix='predictions'): if number_of_datasets == 1: return [prefix] else: return [f'{prefix}{i}' for i in range(number_of_datasets)] ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def predict(self): raise NotImplementedError
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 5
| 2
| 997
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport time\n\nimport h5py\nimport hdbscan\nimport numpy as np\nimport torch\nfrom sklearn.cluster import MeanShift\n\nfrom pytorch3dunet.datasets.hdf5 import SliceBuilder\nfrom pytorch3dunet.unet3d.utils import get_logger\nfrom pytorch3dunet.unet3d.utils import unpad\n\nclass _AbstractPredictor:\n def __init__(self, model, loader, output_file, config, **kwargs):\n self.model = model\n self.loader = loader\n self.output_file = output_file\n self.config = config\n self.predictor_config = kwargs\n\n @staticmethod\n def _volume_shape(dataset):\n # TODO: support multiple internal datasets\n raw = dataset.raws[0]\n if raw.ndim == 3:\n return raw.shape\n else:\n return raw.shape[1:]\n\n @staticmethod\n def _get_output_dataset_names(number_of_datasets, prefix='predictions'):\n if number_of_datasets == 1:\n return [prefix]\n else:\n return [f'{prefix}{i}' for i in range(number_of_datasets)]\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n def predict(self):\n raise NotImplementedError"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7ce4682d4472c3403cd709b201e4107d5de073fb
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2013-2019 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)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 197
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2013-2019 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)"}, {"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
|
7ce4ea0979a0d8bcdfade749e59f8ad94da264f2
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #usr/bin/env python ## useful imports import time import io import os import re import sys from sys import argv import subprocess ## ARGV
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
data_processing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 139
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#usr/bin/env python\n\n## useful imports\nimport time\nimport io\nimport os\nimport re\nimport sys\nfrom sys import argv\nimport subprocess\n\n## ARGV"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
7ce65373a75b86fe5dcecdc0e2146bc5ea3033e1
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: a="Betty Bought a butter the butter was bitter so betty bought a better butter which was not bitter" v=[a[-1] for a in a.split() if(len(a)%2==0)] print(v)
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 154
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\na=\"Betty Bought a butter the butter was bitter so betty bought a better butter which was not bitter\"\nv=[a[-1] for a in a.split() if(len(a)%2==0)]\nprint(v)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7ce786042f57d81a5644876d6657fee00934ca96
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- #!/usr/bin/env python """Writer class based on InfluxDB This implementation does its best to follow the Robert Martin's Clean code guidelines. The comments follows the Google Python Style Guide: https://github.com/google/styleguide/blob/gh-pages/pyguide.md """ __copyright__ = 'Copyright 2021, FCRlab at University of Messina' __author__ = 'Lorenzo Carnevale <lcarnevale@unime.it>' __credits__ = '' __description__ = 'Writer class based on InfluxDB' import time import logging import threading import persistqueue from datetime import datetime from influxdb_client.client.write_api import SYNCHRONOUS from influxdb_client import InfluxDBClient, Point, WritePrecision class Reader: def __init__(self, host, port, token, organization, bucket, mutex, verbosity): self.__url = "http://%s:%s" % (host, port) self.__token = token self.__organization = organization self.__bucket = bucket self.__mutex = mutex self.__reader = None self.__setup_logging(verbosity) def __setup_logging(self, verbosity): format = "%(asctime)s %(filename)s:%(lineno)d %(levelname)s - %(message)s" filename='log/mqtt2influx.log' datefmt = "%d/%m/%Y %H:%M:%S" level = logging.INFO if (verbosity): level = logging.DEBUG logging.basicConfig(filename=filename, filemode='a', format=format, level=level, datefmt=datefmt) def setup(self): self.__reader = threading.Thread( target = self.__reader_job, args = (self.__url, self.__token, self.__organization, self.__bucket) )
|
def __reader_job(self, url, token, organization, bucket): self.__mutex.acquire() q = persistqueue.SQLiteQueue('data', multithreading=True, auto_commit=True) self.__mutex.release() client = InfluxDBClient(url=url, token=token) write_api = client.write_api(write_options=SYNCHRONOUS) try: while (True): raw_data = q.get() logging.debug("Just got new data") logging.debug("Parsing data points") data = [ { "measurement": raw_data['measurement'], "tags": raw_data['tags'], "fields": raw_data['fields'], "time": raw_data['time'] } ] write_api.write(bucket, organization, data) logging.info("Data into InfluxDB") time.sleep(0.3) except KeyboardInterrupt: pass def start(self): self.__reader.start()
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,727
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#!/usr/bin/env python\n\n\"\"\"Writer class based on InfluxDB\n\nThis implementation does its best to follow the Robert Martin's Clean code guidelines.\nThe comments follows the Google Python Style Guide:\n https://github.com/google/styleguide/blob/gh-pages/pyguide.md\n\"\"\"\n\n__copyright__ = 'Copyright 2021, FCRlab at University of Messina'\n__author__ = 'Lorenzo Carnevale <lcarnevale@unime.it>'\n__credits__ = ''\n__description__ = 'Writer class based on InfluxDB'\n\n\nimport time\nimport logging\nimport threading\nimport persistqueue\nfrom datetime import datetime\nfrom influxdb_client.client.write_api import SYNCHRONOUS\nfrom influxdb_client import InfluxDBClient, Point, WritePrecision\n\nclass Reader:\n\n def __init__(self, host, port, token, organization, bucket, mutex, verbosity):\n self.__url = \"http://%s:%s\" % (host, port)\n self.__token = token\n self.__organization = organization\n self.__bucket = bucket\n self.__mutex = mutex\n self.__reader = None\n self.__setup_logging(verbosity)\n\n def __setup_logging(self, verbosity):\n format = \"%(asctime)s %(filename)s:%(lineno)d %(levelname)s - %(message)s\"\n filename='log/mqtt2influx.log'\n datefmt = \"%d/%m/%Y %H:%M:%S\"\n level = logging.INFO\n if (verbosity):\n level = logging.DEBUG\n logging.basicConfig(filename=filename, filemode='a', format=format, level=level, datefmt=datefmt)\n\n\n def setup(self):\n self.__reader = threading.Thread(\n target = self.__reader_job, \n args = (self.__url, self.__token, self.__organization, self.__bucket)\n )"}, {"role": "assistant", "content": "\n \n def __reader_job(self, url, token, organization, bucket):\n self.__mutex.acquire()\n q = persistqueue.SQLiteQueue('data', multithreading=True, auto_commit=True)\n self.__mutex.release()\n\n client = InfluxDBClient(url=url, token=token)\n write_api = client.write_api(write_options=SYNCHRONOUS)\n \n try:\n while (True):\n raw_data = q.get()\n logging.debug(\"Just got new data\")\n\n logging.debug(\"Parsing data points\")\n data = [\n {\n \"measurement\": raw_data['measurement'],\n \"tags\": raw_data['tags'], \n \"fields\": raw_data['fields'], \n \"time\": raw_data['time']\n }\n ]\n\n write_api.write(bucket, organization, data)\n logging.info(\"Data into InfluxDB\")\n\n time.sleep(0.3)\n except KeyboardInterrupt:\n pass\n \n\n def start(self):\n self.__reader.start()"}]
| false
| null | null | null |
7ce89a8d2a94f66d0921f4dfd7dff6f5d544c025
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 from sys import stderr, exit, argv from random import randrange #from TALinputs import TALinput from multilanguage import Env, Lang, TALcolors # METADATA OF THIS TAL_SERVICE: problem="tiling_mxn-boards_with_1x2-boards" service="is_tilable" args_list = [ ('m',int), ('n',int), ('my_conjecture',str), ('h',int), ('k',int), ('lang',str), ('ISATTY',bool), ] ENV =Env(problem, service, args_list) TAc =TALcolors(ENV) LANG=Lang(ENV, TAc, lambda fstring: eval(f"f'{fstring}'")) TAc.print(LANG.opening_msg, "green") # START CODING YOUR SERVICE: assert ENV['h']==1 assert ENV['k']==2 print() if (ENV['m'] * ENV['n']) % 2 == 1: if ENV['my_conjecture'] == "yes": TAc.NO() print(LANG.render_feedback("FALSE-is-not-tilable", f"Contrary to what you have asserted, the {ENV['m']}x{ENV['n']}-grid is NOT tilable. If you are not convinced you can submit a tiling of that grid to the service 'check_my_tiling'.")) if ENV['my_conjecture'] == "no": TAc.OK() print(LANG.render_feedback("TRUE-is-not-tilable", f"You are perfecty right: the {ENV['m']}x{ENV['n']}-grid is NOT tilable.")) if (ENV['m'] * ENV['n']) % 2 == 0: if ENV['my_conjecture'] == "yes": TAc.OK() print(LANG.render_feedback("TRUE-is-tilable", f"We agree on the fact that the {ENV['m']}x{ENV['n']}-grid is tilable. If you want to exhibit us a tiling for this grid you can submit it to the service 'check_my_tiling'.")) if ENV['my_conjecture'] == "no": TAc.NO() print(LANG.render_feedback("FALSE-is-tilable", f"No, the {ENV['m']}x{ENV['n']}-grid is tilable. If you can not believe a tiling of the {ENV['m']}x{ENV['n']}-grid exists try the service 'gimme_hints_on_a_tiling'.")) exit(0)
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 1,781
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\nfrom sys import stderr, exit, argv\nfrom random import randrange\n\n#from TALinputs import TALinput\nfrom multilanguage import Env, Lang, TALcolors\n\n# METADATA OF THIS TAL_SERVICE:\nproblem=\"tiling_mxn-boards_with_1x2-boards\"\nservice=\"is_tilable\"\nargs_list = [\n ('m',int),\n ('n',int),\n ('my_conjecture',str),\n ('h',int),\n ('k',int),\n ('lang',str),\n ('ISATTY',bool),\n]\n\nENV =Env(problem, service, args_list)\nTAc =TALcolors(ENV)\nLANG=Lang(ENV, TAc, lambda fstring: eval(f\"f'{fstring}'\"))\nTAc.print(LANG.opening_msg, \"green\")\n\n# START CODING YOUR SERVICE: \n\nassert ENV['h']==1\nassert ENV['k']==2\n\nprint()\n\nif (ENV['m'] * ENV['n']) % 2 == 1:\n if ENV['my_conjecture'] == \"yes\":\n TAc.NO() \n print(LANG.render_feedback(\"FALSE-is-not-tilable\", f\"Contrary to what you have asserted, the {ENV['m']}x{ENV['n']}-grid is NOT tilable. If you are not convinced you can submit a tiling of that grid to the service 'check_my_tiling'.\"))\n if ENV['my_conjecture'] == \"no\":\n TAc.OK() \n print(LANG.render_feedback(\"TRUE-is-not-tilable\", f\"You are perfecty right: the {ENV['m']}x{ENV['n']}-grid is NOT tilable.\"))\n \nif (ENV['m'] * ENV['n']) % 2 == 0:\n if ENV['my_conjecture'] == \"yes\":\n TAc.OK() \n print(LANG.render_feedback(\"TRUE-is-tilable\", f\"We agree on the fact that the {ENV['m']}x{ENV['n']}-grid is tilable. If you want to exhibit us a tiling for this grid you can submit it to the service 'check_my_tiling'.\"))\n if ENV['my_conjecture'] == \"no\":\n TAc.NO() \n print(LANG.render_feedback(\"FALSE-is-tilable\", f\"No, the {ENV['m']}x{ENV['n']}-grid is tilable. If you can not believe a tiling of the {ENV['m']}x{ENV['n']}-grid exists try the service 'gimme_hints_on_a_tiling'.\"))\n\nexit(0)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7ce89c46f636fde71ee0a887ac7403a640c90ce5
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import pytest from jina.enums import RemoteAccessType from jina.flow import Flow from jina.parser import set_pea_parser, set_pod_parser from jina.peapods.pods import BasePod from jina.peapods.runtimes.remote.ssh import SSHRuntime from jina.proto import jina_pb2 @pytest.mark.skip('works locally, but until I findout how to mock ssh, this has to be skipped') def test_ssh_pea(): p = set_pea_parser().parse_args(['--host', 'pi@172.16.1.110', '--timeout', '5000']) with SSHRuntime(p, kind='pea') as pp: assert pp.status.envelope.status.code == jina_pb2.StatusProto.READY assert pp.status is None @pytest.mark.skip('works locally, but until I find out how to mock ssh, this has to be skipped') def test_ssh_pod(): p = set_pod_parser().parse_args(['--host', 'pi@172.16.1.110', '--timeout', '5000']) with SSHRuntime(p, kind='pod') as pp: # Complete this line assert pp.status is None @pytest.mark.skip('not implemented yet') def test_ssh_mutable_pod(): p = set_pod_parser().parse_args(['--host', 'pi@172.16.1.110', '--timeout', '5000']) p = BasePod(p) with SSHRuntime(p, kind='pod') as pp: assert pp.status.envelope.status.code == jina_pb2.StatusProto.READY assert pp.status is None @pytest.mark.skip('not implemented yet') def test_flow(): f = Flow().add().add(host='pi@172.16.1.110', remote_access=RemoteAccessType.SSH) with f: pass
|
The missing line is: assert pp.status.envelope.status.code == jina_pb2.StatusProto.READY
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 4
| 0
| 1,469
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport pytest\n\nfrom jina.enums import RemoteAccessType\nfrom jina.flow import Flow\nfrom jina.parser import set_pea_parser, set_pod_parser\nfrom jina.peapods.pods import BasePod\nfrom jina.peapods.runtimes.remote.ssh import SSHRuntime\nfrom jina.proto import jina_pb2\n\n\n@pytest.mark.skip('works locally, but until I findout how to mock ssh, this has to be skipped')\ndef test_ssh_pea():\n p = set_pea_parser().parse_args(['--host', 'pi@172.16.1.110', '--timeout', '5000'])\n\n with SSHRuntime(p, kind='pea') as pp:\n assert pp.status.envelope.status.code == jina_pb2.StatusProto.READY\n\n assert pp.status is None\n\n\n@pytest.mark.skip('works locally, but until I find out how to mock ssh, this has to be skipped')\ndef test_ssh_pod():\n p = set_pod_parser().parse_args(['--host', 'pi@172.16.1.110', '--timeout', '5000'])\n with SSHRuntime(p, kind='pod') as pp:\n # Complete this line\n\n assert pp.status is None\n\n\n@pytest.mark.skip('not implemented yet')\ndef test_ssh_mutable_pod():\n p = set_pod_parser().parse_args(['--host', 'pi@172.16.1.110', '--timeout', '5000'])\n p = BasePod(p)\n with SSHRuntime(p, kind='pod') as pp:\n assert pp.status.envelope.status.code == jina_pb2.StatusProto.READY\n\n assert pp.status is None\n\n\n@pytest.mark.skip('not implemented yet')\ndef test_flow():\n f = Flow().add().add(host='pi@172.16.1.110', remote_access=RemoteAccessType.SSH)\n with f:\n pass"}, {"role": "assistant", "content": "The missing line is:\n assert pp.status.envelope.status.code == jina_pb2.StatusProto.READY"}]
| false
| null | null | null |
7ceab378038506dba92e4b8d3ecd8a07fc74f4a2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from dataclasses import dataclass @dataclass class PayloadSender:
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 5 has no body - expected indented block • IndentationError at line 5 Fix: Complete the truncated code structure
|
beginner
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 2
| 67
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom dataclasses import dataclass\n\n\n@dataclass\nclass PayloadSender:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 5 has no body - expected indented block\n \u2022 IndentationError at line 5\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7ceacff0df961aecfe4df023a30c5731860a145d
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: def main(expr): openingParams = '({[' closingParams = ')}]' stack = [] for c in expr: if c in openingParams: stack.append(c) elif c in closingParams: topOfStack = stack.pop() openingIndex = openingParams.find(topOfStack) clos ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: if openingIndex is not closingIndex: return False if len(stack) == 0: return True return False
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 305
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndef main(expr):\n openingParams = '({['\n closingParams = ')}]'\n stack = []\n for c in expr:\n if c in openingParams:\n stack.append(c)\n elif c in closingParams:\n topOfStack = stack.pop()\n openingIndex = openingParams.find(topOfStack)\n clos\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 openingIndex is not closingIndex:\n return False\n if len(stack) == 0:\n return True\n return False"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cec971c07d5ed98dc62f84b80e44472db92d7d3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import sys from copy import deepcopy import traceback import functools from collections import defaultdict import yaml from argparse import ArgumentParser,\ def build_common_options(parser): parser.add_argument( "-v", "--verbose", dest="verbose", action="count", help="set verbosity level [default: %(default)s]", default=0 ) parser.add_argument( "-c", "--config", dest="config", help="configuration file", metavar="path" ) parser.add_argument( "-n", "--dry-run", dest="dry_run", action="store_true", help="perform a trial run with no changes made", default=False ) parser.add_argument( "--force", "-F", dest="force", action="store_true", help="allows overwriting nonempty results directory", default=False ) parser.add_argument( "--parallel", "-p", dest="parallel", hel
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '(' at line 43 - expected ')' • Invalid syntax at line 12: from argparse import ArgumentParser,\ def build_common_options(parser): Fix: Close the string literal with matching quote
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 998
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport sys\nfrom copy import deepcopy\n\nimport traceback\nimport functools\nfrom collections import defaultdict\n\nimport yaml\n\nfrom argparse import ArgumentParser,\\\ndef build_common_options(parser):\n parser.add_argument(\n \"-v\", \"--verbose\",\n dest=\"verbose\",\n action=\"count\",\n help=\"set verbosity level [default: %(default)s]\",\n default=0\n )\n parser.add_argument(\n \"-c\", \"--config\",\n dest=\"config\",\n help=\"configuration file\",\n metavar=\"path\"\n )\n\n parser.add_argument(\n \"-n\", \"--dry-run\",\n dest=\"dry_run\",\n action=\"store_true\",\n help=\"perform a trial run with no changes made\",\n default=False\n )\n\n parser.add_argument(\n \"--force\", \"-F\",\n dest=\"force\",\n action=\"store_true\",\n help=\"allows overwriting nonempty results directory\",\n default=False\n )\n\n parser.add_argument(\n \"--parallel\", \"-p\",\n dest=\"parallel\",\n hel"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '(' at line 43 - expected ')'\n \u2022 Invalid syntax at line 12: from argparse import ArgumentParser,\\\ndef build_common_options(parser):\n\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
7cee12e1d9ee7123f1ed98d591b1f1a9ee9c89f2
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright (c) 2017-present, Facebook, 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. ############################################################################## def add_VGG16_conv5_body(model): model.Conv('data', 'conv1_1', 3, 64, 3, pad=1, stride=1) model.Relu('conv1_1', 'conv1_1') model.Conv('conv1_1', 'conv1_2', 64, 64, 3, pad=1, stride=1) model.Relu('conv1_2', 'conv1_2') model.MaxPool('conv1_2', 'pool1', kernel=2, pad=0, stride=2) model.Conv('pool1', 'conv2_1', 64, 128, 3, pad=1, stride=1) model.Relu('conv2_1', 'conv2_1') model.Conv('conv2_1', 'conv2_2', 128, 128, 3, pad=1, stride=1) model.Relu('conv2_2', 'conv2_2') model.MaxPool('conv2_2', 'pool2', kernel=2, pad=0, stride=2) model.StopGradient('pool2', 'pool2') model.Conv('pool2', 'conv3_1', 128, 256, 3, pad=1, stride=1) model.Relu('conv3_1', 'conv3_1') model.Conv('conv3_1', 'conv3_2', 256, 256, 3, pad=1, stride=1) model.Relu('conv3_2', 'conv3_2') model.Conv('conv3_2', 'conv3_3', 256, 256, 3, pad=1, stride=1) model.Relu('conv3_3', 'conv3_3') model.MaxPool('conv3_3', 'pool3', kernel=2, pad=0, stride=2) model.Conv('pool3', 'conv4_1', 256, 512, 3, pad=1, stride=1) model.Relu('conv4_1', 'conv4_1') model.Conv('conv4_1', 'conv4_2', 512, 512, 3, pad=1, stride=1) model.Relu('conv4_2', 'conv4_2') model.Conv('conv4_2', 'conv4_3', 512, 512, 3, pad=1, stride=1) model.Relu('conv4_3', 'conv4_3') model.MaxPool('conv4_3', 'pool4', kernel=2, pad=0, stride=2) model.Conv('pool4', 'conv5_1', 512, 512, 3, pad=1, stride=1) model.Relu('conv5_1', 'conv5_1') model.Conv('conv5_1', 'conv5_2', 512, 512, 3, pad=1, stride=1) model.Relu('conv5_2', 'conv5_2') model.Conv('conv5_2', 'conv5_3', 512, 512, 3, pad=1, stride=1) blob_out = model.Relu('conv5_3', 'conv5_3') return blob_out, 512, 1. / 16. def add_VGG16_roi_fc_head(model, blob_in, dim_in, spatial_scale): model.RoIFeatureTransform( blob_in, 'pool5', blob_rois='rois', method=cfg.FAST_RCNN.ROI_XFORM_METHOD, resolution=7, sampling_ratio=cfg.FAST_RCNN.ROI_XFORM_SAMPLING_RATIO, spatial_scale=spatial_scale ) model.FC('pool5', 'fc6', dim_in * 7 * 7, 4096) model.Relu('fc6', 'fc6') model.FC('fc6', 'fc7', 4096, 4096) blob_out = model.Relu('fc7', 'fc7') return blob_out, 4096
|
Functions: add_VGG16_conv5_body, add_VGG16_roi_fc_head This code demonstrates Pythoncode:Python programming.
|
intermediate
|
api
|
code_explanation
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Pythoncode:Python
| 2
| 0
| 2,904
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright (c) 2017-present, Facebook, Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n##############################################################################\n\ndef add_VGG16_conv5_body(model):\n model.Conv('data', 'conv1_1', 3, 64, 3, pad=1, stride=1)\n model.Relu('conv1_1', 'conv1_1')\n model.Conv('conv1_1', 'conv1_2', 64, 64, 3, pad=1, stride=1)\n model.Relu('conv1_2', 'conv1_2')\n model.MaxPool('conv1_2', 'pool1', kernel=2, pad=0, stride=2)\n model.Conv('pool1', 'conv2_1', 64, 128, 3, pad=1, stride=1)\n model.Relu('conv2_1', 'conv2_1')\n model.Conv('conv2_1', 'conv2_2', 128, 128, 3, pad=1, stride=1)\n model.Relu('conv2_2', 'conv2_2')\n model.MaxPool('conv2_2', 'pool2', kernel=2, pad=0, stride=2)\n model.StopGradient('pool2', 'pool2')\n model.Conv('pool2', 'conv3_1', 128, 256, 3, pad=1, stride=1)\n model.Relu('conv3_1', 'conv3_1')\n model.Conv('conv3_1', 'conv3_2', 256, 256, 3, pad=1, stride=1)\n model.Relu('conv3_2', 'conv3_2')\n model.Conv('conv3_2', 'conv3_3', 256, 256, 3, pad=1, stride=1)\n model.Relu('conv3_3', 'conv3_3')\n model.MaxPool('conv3_3', 'pool3', kernel=2, pad=0, stride=2)\n model.Conv('pool3', 'conv4_1', 256, 512, 3, pad=1, stride=1)\n model.Relu('conv4_1', 'conv4_1')\n model.Conv('conv4_1', 'conv4_2', 512, 512, 3, pad=1, stride=1)\n model.Relu('conv4_2', 'conv4_2')\n model.Conv('conv4_2', 'conv4_3', 512, 512, 3, pad=1, stride=1)\n model.Relu('conv4_3', 'conv4_3')\n model.MaxPool('conv4_3', 'pool4', kernel=2, pad=0, stride=2)\n model.Conv('pool4', 'conv5_1', 512, 512, 3, pad=1, stride=1)\n model.Relu('conv5_1', 'conv5_1')\n model.Conv('conv5_1', 'conv5_2', 512, 512, 3, pad=1, stride=1)\n model.Relu('conv5_2', 'conv5_2')\n model.Conv('conv5_2', 'conv5_3', 512, 512, 3, pad=1, stride=1)\n blob_out = model.Relu('conv5_3', 'conv5_3')\n return blob_out, 512, 1. / 16.\n\n\ndef add_VGG16_roi_fc_head(model, blob_in, dim_in, spatial_scale):\n model.RoIFeatureTransform(\n blob_in,\n 'pool5',\n blob_rois='rois',\n method=cfg.FAST_RCNN.ROI_XFORM_METHOD,\n resolution=7,\n sampling_ratio=cfg.FAST_RCNN.ROI_XFORM_SAMPLING_RATIO,\n spatial_scale=spatial_scale\n )\n model.FC('pool5', 'fc6', dim_in * 7 * 7, 4096)\n model.Relu('fc6', 'fc6')\n model.FC('fc6', 'fc7', 4096, 4096)\n blob_out = model.Relu('fc7', 'fc7')\n return blob_out, 4096"}, {"role": "assistant", "content": " Functions: add_VGG16_conv5_body, add_VGG16_roi_fc_head\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7cee8f95a77e8d2ded7b9467b41b6c25c5fb7cdf
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/env/bin python # -*- coding: utf-8 -*- import io import os import sys from shutil import rmtree from setuptools import setup, find_packages, Command about = {} here = os.path.abspath(os.path.dirname(__file__)) with io.open(os.path.join(here, 'xmind2testcase', '__about__.py'), encoding='utf-8') as f: # custom exec(f.read(), about) with io.open('README.md', encoding='utf-8') as f: long_description = f.read() install_requires = [ # custom "xmind", "flask", "arrow", ] class PyPiCommand(Command): """ Build and publish this package and make a tag. Support: python setup.py pypi Copied from requests_html """ user_options = [] @staticmethod def status(s): """Prints things in green color.""" print('\033[0;32m{0}\033[0m'.format(s)) def initialize_options(self): """ override """ pass def finalize_options(self): """ override """ pass def run(self): self.status('Building Source and Wheel (universal) distribution...') os.system('{0} setup.py sdist bdist_wheel --universal'.format(sys.executable)) self.status('Uploading the package to PyPi via Twine...') os.system('twine upload dist/*') self.status('Publishing git tags...') os.system('git tag v{0}'.format(about['__version__'])) os.system('git push --tags') try: self.s
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 25 • Unmatched closing bracket ')' at line 34 • Unclosed '(' at line 34 - expected ')' Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 1,449
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/env/bin python\n# -*- coding: utf-8 -*-\nimport io\nimport os\nimport sys\nfrom shutil import rmtree\nfrom setuptools import setup, find_packages, Command\n\nabout = {}\nhere = os.path.abspath(os.path.dirname(__file__))\nwith io.open(os.path.join(here, 'xmind2testcase', '__about__.py'), encoding='utf-8') as f: # custom\n exec(f.read(), about)\n\nwith io.open('README.md', encoding='utf-8') as f:\n long_description = f.read()\n\ninstall_requires = [ # custom\n \"xmind\",\n \"flask\",\n \"arrow\",\n]\n\n\nclass PyPiCommand(Command):\n \"\"\" Build and publish this package and make a tag.\n Support: python setup.py pypi\n Copied from requests_html\n \"\"\"\n user_options = []\n\n @staticmethod\n def status(s):\n \"\"\"Prints things in green color.\"\"\"\n print('\\033[0;32m{0}\\033[0m'.format(s))\n\n def initialize_options(self):\n \"\"\" override\n \"\"\"\n pass\n\n def finalize_options(self):\n \"\"\" override\n \"\"\"\n pass\n\n def run(self):\n self.status('Building Source and Wheel (universal) distribution...')\n os.system('{0} setup.py sdist bdist_wheel --universal'.format(sys.executable))\n\n self.status('Uploading the package to PyPi via Twine...')\n os.system('twine upload dist/*')\n\n self.status('Publishing git tags...')\n os.system('git tag v{0}'.format(about['__version__']))\n os.system('git push --tags')\n\n try:\n self.s"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 25\n \u2022 Unmatched closing bracket ')' at line 34\n \u2022 Unclosed '(' at line 34 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7ceed4646921c1456f0b28f435da564f3dae7896
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Thu Sep 17 21:33:24 2015 @author: Tillsten """ import matplotlib import matplotlib.pyplot as plt import numpy as np tableau20 = [(31, 119, 180), (174, 199, 232), (255, 127, 14), (255, 187, 120), (44, 160, 44), (152, 223, 138), (214, 39, 40), (255, 152, 150), (148, 103, 189), (197, 176, 213), (140, 86, 75), (196, 156, 148), (227, 119, 194), (247, 182, 210), (127, 127, 127), (199, 199, 199), (188, 189, 34), (219, 219, 141), (23, 190, 207), (158, 218, 229)] tableau20 = [(r/255., g/255., b/255.) for r,g,b, in tableau20] #plt.rcParams['savefig.dpi'] = 110 #plt.rcParams['font.family'] = 'Vera Sans' out_ticks = {'xtick.direction': 'out', 'xtick.major.width': 1.5, 'xtick.minor.width': 1, 'xtick.major.size': 6, 'xtick.minor.size': 3, 'xtick.minor.visible': True, 'ytick.direction': 'out', 'ytick.major.width': 1.5, 'ytick.minor.width': 1, 'ytick.major.size': 6, 'ytick.minor.size': 3, 'ytick.minor.visible': True, 'axes.spines.top': False, 'axes.spines.right': False, 'text.hinting': True, 'axes.titlesize': 'xx-large', 'axes.titleweight': 'semibold', } plt.figure(figsize=(6,4)) with plt.style.context(out_ticks): ax = plt.subplot(111) x = np.linspace(0, 7, 1000) y = np.exp(-x/1.5)*np.cos(x/1*(2*np.pi))#*np.cos(x/0.05*(2*np.pi)) l, = plt.plot(x, np.exp(-x/1.5), lw=0.5, color='grey') l, = plt.plot(x, -np.exp(-x/1.5), lw=0.5, color='grey') l, = plt.plot(x, y, lw=1.1) #l.set_clip_on(0) plt.tick_params(which='both', top=False, right=False) plt.margins(0.01) ax.text(7, 1, r'$y(t)=\exp\left(-t/1.5\right)\cos(\omega_1t)\cos(\omega_2t)$', fontsize=18, va='top', ha='right') #plt.title("Hallo") plt.setp(plt.gca(), xlabel='Time [s]', ylabel='Amplitude') ax = plt.axes([0.57, 0.25, 0.3, .2]) #ax.plot(np.fft.fftfreq(x.size)[:y.size/2], abs(np.fft.fft(y))[:y.size/2]) ax.fill_between(np.fft.fftfreq(x.size, x[1]-x[0])[:y.size/2], abs(np.fft.fft(y))[:y.size/2], alpha=0.2, color='r') ax.set_xlim(0, 10) ax.set_xlabel("Frequency") ax.xaxis.labelpad = 1 plt.locator_params(nbins=4) plt.tick_params(which='both', top=False, right=False) plt.tick_params(which='minor', bottom=False, left=False) #plt.grid(1, axis='y', linestyle='-', alpha=0.3, lw=.5) plt.show()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 2,670
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\"\"\"\r\nCreated on Thu Sep 17 21:33:24 2015\r\n\r\n@author: Tillsten\r\n\"\"\"\r\nimport matplotlib\r\nimport matplotlib.pyplot as plt\r\nimport numpy as np\r\n\r\ntableau20 = [(31, 119, 180), (174, 199, 232), (255, 127, 14), (255, 187, 120),\r\n (44, 160, 44), (152, 223, 138), (214, 39, 40), (255, 152, 150),\r\n (148, 103, 189), (197, 176, 213), (140, 86, 75), (196, 156, 148),\r\n (227, 119, 194), (247, 182, 210), (127, 127, 127), (199, 199, 199),\r\n (188, 189, 34), (219, 219, 141), (23, 190, 207), (158, 218, 229)]\r\n\r\ntableau20 = [(r/255., g/255., b/255.) for r,g,b, in tableau20]\r\n\r\n#plt.rcParams['savefig.dpi'] = 110\r\n#plt.rcParams['font.family'] = 'Vera Sans'\r\n\r\nout_ticks = {'xtick.direction': 'out',\r\n 'xtick.major.width': 1.5,\r\n 'xtick.minor.width': 1,\r\n 'xtick.major.size': 6,\r\n 'xtick.minor.size': 3,\r\n 'xtick.minor.visible': True,\r\n 'ytick.direction': 'out',\r\n 'ytick.major.width': 1.5,\r\n 'ytick.minor.width': 1,\r\n 'ytick.major.size': 6,\r\n 'ytick.minor.size': 3,\r\n 'ytick.minor.visible': True,\r\n 'axes.spines.top': False,\r\n 'axes.spines.right': False,\r\n 'text.hinting': True,\r\n 'axes.titlesize': 'xx-large',\r\n 'axes.titleweight': 'semibold',\r\n }\r\n\r\n\r\nplt.figure(figsize=(6,4))\r\n\r\nwith plt.style.context(out_ticks):\r\n ax = plt.subplot(111)\r\n x = np.linspace(0, 7, 1000)\r\n y = np.exp(-x/1.5)*np.cos(x/1*(2*np.pi))#*np.cos(x/0.05*(2*np.pi))\r\n l, = plt.plot(x, np.exp(-x/1.5), lw=0.5, color='grey')\r\n l, = plt.plot(x, -np.exp(-x/1.5), lw=0.5, color='grey')\r\n l, = plt.plot(x, y, lw=1.1)\r\n #l.set_clip_on(0)\r\n plt.tick_params(which='both', top=False, right=False)\r\n plt.margins(0.01)\r\n ax.text(7, 1, r'$y(t)=\\exp\\left(-t/1.5\\right)\\cos(\\omega_1t)\\cos(\\omega_2t)$',\r\n fontsize=18, va='top', ha='right')\r\n #plt.title(\"Hallo\")\r\n plt.setp(plt.gca(), xlabel='Time [s]', ylabel='Amplitude')\r\n ax = plt.axes([0.57, 0.25, 0.3, .2])\r\n #ax.plot(np.fft.fftfreq(x.size)[:y.size/2], abs(np.fft.fft(y))[:y.size/2])\r\n ax.fill_between(np.fft.fftfreq(x.size, x[1]-x[0])[:y.size/2],\r\n abs(np.fft.fft(y))[:y.size/2], alpha=0.2, color='r')\r\n ax.set_xlim(0, 10)\r\n ax.set_xlabel(\"Frequency\")\r\n ax.xaxis.labelpad = 1\r\n\r\n plt.locator_params(nbins=4)\r\n plt.tick_params(which='both', top=False, right=False)\r\n plt.tick_params(which='minor', bottom=False, left=False)\r\n\r\n #plt.grid(1, axis='y', linestyle='-', alpha=0.3, lw=.5)\r\nplt.show()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7cef0095a10852826052b744b28e1db78c985b8d
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # coding: utf-8 # Copyright (c) 2016, 2021, Oracle and/or its affiliates. All rights reserved. # This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license. from .build_run_source import BuildRunSource from oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401 from oci.decorators import init_model_state_from_kwargs class GithubBuildRunSource(BuildRunSource): """ Specifies details of build run through GitHub. """ def __init__(self, **kwargs): """ Initializes a new GithubBuildRunSource object with values from keyword arguments. The default value of the :py:attr:`~oci.devops.models.GithubBuildRunSource.source_type` attribute of this class is ``GITHUB`` and it should not be changed. The following keyword arguments are supported (corresponding to the getters/setters of this class): :param source_type: The value to assign to the source_type property of this GithubBuildRunSource. Allowed values for this property are: "MANUAL", "GITHUB", "GITLAB", "DEVOPS_CODE_REPOSITORY" :type source_type: str :param trigger_id: The value to assign to the trigger_id property of this GithubBuildRunSource. :type trigger_id: str :param trigger_info: The value to assign to the trigger_info property of this GithubBuildRunSource. :type trigger_info: oci.devops.models.TriggerInfo """ self.swagger_types = { 'source_type': 'str', 'trigger_id': 'str', 'trigger_info': 'TriggerInfo' } self.attribute_map = { 'source_type': 'sourceType', 'trigger_id': 'triggerId', 'trigger_info': 'triggerInfo' } # Complete this line self._trigger_id = None self._trigger_info = None self._source_type = 'GITHUB' @property def trigger_id(self): """ **[Required]** Gets the trigger_id of this GithubBuildRunSource. The trigger that invoked the build run. :return: The trigger_id of this GithubBuildRunSource. :rtype: str """ return self._trigger_id @trigger_id.setter def trigger_id(self, trigger_id): """ Sets the trigger_id of this GithubBuildRunSource. The trigger that invoked the build run. :param trigger_id: The trigger_id of this GithubBuildRunSource. :type: str """ self._trigger_id = trigger_id @property ... [5 more functiondefs truncated] ...
|
The missing line is: self._source_type = None
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 1
| 2,805
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) 2016, 2021, Oracle and/or its affiliates. All rights reserved.\n# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.\n\nfrom .build_run_source import BuildRunSource\nfrom oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401\nfrom oci.decorators import init_model_state_from_kwargs\n\n\nclass GithubBuildRunSource(BuildRunSource):\n \"\"\"\n Specifies details of build run through GitHub.\n \"\"\"\n\n def __init__(self, **kwargs):\n \"\"\"\n Initializes a new GithubBuildRunSource object with values from keyword arguments. The default value of the :py:attr:`~oci.devops.models.GithubBuildRunSource.source_type` attribute\n of this class is ``GITHUB`` and it should not be changed.\n The following keyword arguments are supported (corresponding to the getters/setters of this class):\n\n :param source_type:\n The value to assign to the source_type property of this GithubBuildRunSource.\n Allowed values for this property are: \"MANUAL\", \"GITHUB\", \"GITLAB\", \"DEVOPS_CODE_REPOSITORY\"\n :type source_type: str\n\n :param trigger_id:\n The value to assign to the trigger_id property of this GithubBuildRunSource.\n :type trigger_id: str\n\n :param trigger_info:\n The value to assign to the trigger_info property of this GithubBuildRunSource.\n :type trigger_info: oci.devops.models.TriggerInfo\n\n \"\"\"\n self.swagger_types = {\n 'source_type': 'str',\n 'trigger_id': 'str',\n 'trigger_info': 'TriggerInfo'\n }\n\n self.attribute_map = {\n 'source_type': 'sourceType',\n 'trigger_id': 'triggerId',\n 'trigger_info': 'triggerInfo'\n }\n\n # Complete this line\n self._trigger_id = None\n self._trigger_info = None\n self._source_type = 'GITHUB'\n\n @property\n def trigger_id(self):\n \"\"\"\n **[Required]** Gets the trigger_id of this GithubBuildRunSource.\n The trigger that invoked the build run.\n\n\n :return: The trigger_id of this GithubBuildRunSource.\n :rtype: str\n \"\"\"\n return self._trigger_id\n\n @trigger_id.setter\n def trigger_id(self, trigger_id):\n \"\"\"\n Sets the trigger_id of this GithubBuildRunSource.\n The trigger that invoked the build run.\n\n\n :param trigger_id: The trigger_id of this GithubBuildRunSource.\n :type: str\n \"\"\"\n self._trigger_id = trigger_id\n\n @property\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n self._source_type = None"}]
| false
| null | null | null |
7cef6acdfa1f2191c94118bdb071a657a3a738d4
|
TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from __future__ import absolute_import import pytest import os # is_code def test_is_code_interface(fixture_code): from aiida_fleur.tools.common_fleur_wf import is_code assert is_code('random_string') is None assert is_code('fleur.inpGUT') is None assert is_code(99999) is None code = fixture_code('fleur.inpgen') code.store() assert is_code(code.uuid) assert is_code(code.pk) assert is_code('@'.join([code.label, code.get_computer_name()])) assert is_code(code) def test_get_inputs_fleur(): ''' Tests if get_inputs_fleur assembles inputs correctly. Note it is the work of FleurCalculation to check if input types are correct i.e. 'code' is a Fleur code etc. ''' from aiida_fleur.tools.common_fleur_wf import get_inputs_fleur from aiida.orm import Dict inputs = {'code': 'code', 'remote': 'remote', 'fleurinp': 'fleurinp', 'options': {'custom_scheduler_commands': 'test_command'}, 'label': 'label', 'description': 'description', 'settings': {'test': 1}, 'serial': False} results = get_inputs_fleur(**inputs) out_options = results['options'].get_dict() out_settings = results['settings'].get_dict() assert results['code'] == 'code' assert results['fleurinpdata'] == 'fleurinp' assert results['parent_folder' == 'remote' assert results['description'] == 'description' assert results['label'] == 'label' assert out_options == {'custom_scheduler_commands': 'test_command', 'withmpi': True} assert out_settings == {'test': 1} inputs = {'code': 'code', 'remote': 'remote', 'fleurinp': 'fleurinp', 'options': {'custom_scheduler_commands': 'test_command'}, 'serial': True} results = get_inputs_fleur(**inputs) out_options = results['options'].get_dict() assert results['description'] == '' assert results['label'] == '' assert out_options == {'custom_scheduler_commands': 'test_command', 'withmpi': False, 'resources': {"num_machines": 1}} ... [8 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 24 • Unclosed '[' at line 43 - expected ']' Fixes: • Complete the expression on the last line • Add closing quote at line 24 • Add closing ']' bracket
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intermediate
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testing
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syntax_repair
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Pythoncode:Python
| 2
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| 2,128
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom __future__ import absolute_import\nimport pytest\nimport os\n\n\n# is_code\ndef test_is_code_interface(fixture_code):\n from aiida_fleur.tools.common_fleur_wf import is_code\n\n assert is_code('random_string') is None\n assert is_code('fleur.inpGUT') is None\n assert is_code(99999) is None\n\n code = fixture_code('fleur.inpgen')\n code.store()\n\n assert is_code(code.uuid)\n assert is_code(code.pk)\n assert is_code('@'.join([code.label, code.get_computer_name()]))\n assert is_code(code)\n\n\ndef test_get_inputs_fleur():\n '''\n Tests if get_inputs_fleur assembles inputs correctly.\n Note it is the work of FleurCalculation\n to check if input types are correct i.e. 'code' is a Fleur code etc.\n '''\n from aiida_fleur.tools.common_fleur_wf import get_inputs_fleur\n from aiida.orm import Dict\n\n inputs = {'code': 'code', 'remote': 'remote', 'fleurinp': 'fleurinp',\n 'options': {'custom_scheduler_commands': 'test_command'}, 'label': 'label',\n 'description': 'description', 'settings': {'test': 1}, 'serial': False}\n\n results = get_inputs_fleur(**inputs)\n\n out_options = results['options'].get_dict()\n out_settings = results['settings'].get_dict()\n\n assert results['code'] == 'code'\n assert results['fleurinpdata'] == 'fleurinp'\n assert results['parent_folder' == 'remote'\n assert results['description'] == 'description'\n assert results['label'] == 'label'\n assert out_options == {'custom_scheduler_commands': 'test_command',\n 'withmpi': True}\n assert out_settings == {'test': 1}\n\n inputs = {'code': 'code', 'remote': 'remote', 'fleurinp': 'fleurinp',\n 'options': {'custom_scheduler_commands': 'test_command'}, 'serial': True}\n\n results = get_inputs_fleur(**inputs)\n\n out_options = results['options'].get_dict()\n\n assert results['description'] == ''\n assert results['label'] == ''\n assert out_options == {'custom_scheduler_commands': 'test_command',\n 'withmpi': False, 'resources': {\"num_machines\": 1}}\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 24\n \u2022 Unclosed '[' at line 43 - expected ']'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 24\n \u2022 Add closing ']' bracket"}]
| true
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syntax
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MISSING_BRACKETS
|
MEDIUM
|
7cf24c69a41740779ba55ee7c2d11c15c8feec7e
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: class RandomVariable(Generic[_ValueType]): """ Random variables are the main objects used by probabilistic numerical methods. Every probabilistic numerical method takes a random variable encoding the prior distribution as input and outputs a random variable whose distribution encodes the uncertainty arising from finite computation. The generic signature of a probabilistic numerical method is: ``output_rv = probnum_method(input_rv, method_params)`` In practice, most random variables used by methods in ProbNum have Dirac or Gaussian measure. Instances of :class:`RandomVariable` can be added, multiplied, etc. with arrays and linear operators. This may change their ``distribution`` and not necessarily all previously available methods are retained. The internals of :class:`RandomVariable` objects are assumed to be constant over their whole lifecycle. This is due to the caches used to make certain computations more efficient. As a consequence, altering the internal state of a :class:`RandomVariable` (e.g. its mean, cov, sampling function, etc.) will result in undefined behavior. In particular, this should be kept in mind when subclassing :class:`RandomVariable` or any of its descendants. Parameters ---------- shape : Shape of realizations of this random variable. dtype : Data type of realizations of this random variable. If ``object`` will be converted to ``numpy.dtype``. as_value_type : Function which can be used to transform user-supplied arguments, interpreted as
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realizations of this random variable, to an easy-to-process, normalized format. Will be called internally to transform the argument of functions like ``in_support``, ``cdf`` and ``logcdf``, ``pmf`` and ``logpmf`` (in :class:`DiscreteRandomVariable`), ``pdf`` and ``logpdf`` (in :class:`ContinuousRandomVariable`), and potentially by similar functions in subclasses. For instance, this method is useful if (``log``)``cdf`` and (``log``)``pdf`` both only work on :class:`np.float_` arguments, but we still want the user to be able to pass Python :class:`float`. Then ``as_value_type`` should be set to something like ``lambda x: np.float64(x)``. See Also -------- asrandvar : Transform into a :class:`RandomVariable`. Examples -------- """ # pylint: disable=too-many-instance-attributes,too-many-public-methods ... [60 more functiondefs truncated] ...
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advanced
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database
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code_completion
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Pythoncode:Python
| 0
| 1
| 2,585
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass RandomVariable(Generic[_ValueType]):\n \"\"\"\n Random variables are the main objects used by probabilistic numerical methods.\n\n Every probabilistic numerical method takes a random variable encoding the prior\n distribution as input and outputs a random variable whose distribution encodes the\n uncertainty arising from finite computation. The generic signature of a\n probabilistic numerical method is:\n\n ``output_rv = probnum_method(input_rv, method_params)``\n\n In practice, most random variables used by methods in ProbNum have Dirac or Gaussian\n measure.\n\n Instances of :class:`RandomVariable` can be added, multiplied, etc. with arrays and\n linear operators. This may change their ``distribution`` and not necessarily all\n previously available methods are retained.\n\n The internals of :class:`RandomVariable` objects are assumed to be constant over\n their whole lifecycle. This is due to the caches used to make certain computations\n more efficient. As a consequence, altering the internal state of a\n :class:`RandomVariable` (e.g. its mean, cov, sampling function, etc.) will result in\n undefined behavior. In particular, this should be kept in mind when subclassing\n :class:`RandomVariable` or any of its descendants.\n\n Parameters\n ----------\n shape :\n Shape of realizations of this random variable.\n dtype :\n Data type of realizations of this random variable. If ``object`` will be\n converted to ``numpy.dtype``.\n as_value_type :\n Function which can be used to transform user-supplied arguments, interpreted as"}, {"role": "assistant", "content": "\n realizations of this random variable, to an easy-to-process, normalized format.\n Will be called internally to transform the argument of functions like\n ``in_support``, ``cdf`` and ``logcdf``, ``pmf`` and ``logpmf`` (in\n :class:`DiscreteRandomVariable`), ``pdf`` and ``logpdf`` (in\n :class:`ContinuousRandomVariable`), and potentially by similar functions in\n subclasses.\n\n For instance, this method is useful if (``log``)``cdf`` and (``log``)``pdf``\n both only work on :class:`np.float_` arguments, but we still want the user to be\n able to pass Python :class:`float`. Then ``as_value_type`` should be set to\n something like ``lambda x: np.float64(x)``.\n\n See Also\n --------\n asrandvar : Transform into a :class:`RandomVariable`.\n\n Examples\n --------\n \"\"\"\n\n # pylint: disable=too-many-instance-attributes,too-many-public-methods\n\n\n ... [60 more functiondefs truncated] ..."}]
| false
| null | null | null |
7cf2ae07e37425db960a133be2b5c330c6ba9916
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # Copyright 2012 Google Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. class AddressCmdsTest(gcutil_unittest.GcutilTestCase): def setUp(self): self.mock, self.api = mock_api.CreateApi(self.version) def testReserve
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 15 has no indented body • Invalid syntax at line 21: def testReserve Fix: Complete the truncated code structure
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advanced
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testing
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error_detection
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Pythoncode:Python
| 2
| 1
| 750
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2012 Google Inc. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nclass AddressCmdsTest(gcutil_unittest.GcutilTestCase):\n\n def setUp(self):\n self.mock, self.api = mock_api.CreateApi(self.version)\n\n\n def testReserve"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 15 has no indented body\n \u2022 Invalid syntax at line 21: def testReserve\n\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
|
CRITICAL
|
7cf38c52d649f28843e5da3730409c34a52dc82f
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # Generated by Django 3.1.5 on 2021-02-05 00:00 import django.contrib.postgres.fields from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('vote', '0004_auto_20210131_1621'), ] operations = [ migrations.AlterField( model_name='competitor', name='min1', field=django.contrib.postgres.fields.ArrayField(base_field=models.PositiveSmallIntegerField(), blank=True, null=True, size=9, verbose_name='minuto 1'), ), migrations.AlterField( model_name='competitor', name='min2', field=django.contrib.postgres.fields.ArrayField(base_field=models.PositiveSmallIntegerField(), blank=True, null=True, size=9, verbose_name='minuto 2'), ), ]
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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machine_learning
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refactoring
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Pythoncode:Python
| 0
| 1
| 804
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Generated by Django 3.1.5 on 2021-02-05 00:00\n\nimport django.contrib.postgres.fields\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('vote', '0004_auto_20210131_1621'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='competitor',\n name='min1',\n field=django.contrib.postgres.fields.ArrayField(base_field=models.PositiveSmallIntegerField(), blank=True, null=True, size=9, verbose_name='minuto 1'),\n ),\n migrations.AlterField(\n model_name='competitor',\n name='min2',\n field=django.contrib.postgres.fields.ArrayField(base_field=models.PositiveSmallIntegerField(), blank=True, null=True, size=9, verbose_name='minuto 2'),\n ),\n ]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7cf46d5f8307606187101597e795384399b48446
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # Copyright 2018 The Emscripten Authors. All rights reserved. # Emscripten is available under two separate licenses, the MIT license and the # University of Illinois/NCSA Open Source License. Both these licenses can be # found in the LICENSE file. def parse_args(): parser = argparse.ArgumentParser(prog='wasm-sourcemap.py', description=__doc__) parser.add_argument('wasm', help='wasm file') parser.add_argument('-o', '--output', help='output source map') parser.add_argument('-p', '--prefix', nargs='*', help='replace source debug filename prefix for source map', default=[]) parser.add_argument('-s', '--sources', action='store_true', help='read and embed source files from file system into source map') parser.add_argument('-l', '--load-prefix', nargs='*', help='replace source debug filename prefix for reading sources from file system (see also --sources)', default=[]) parser.add_argument('-w', nargs='?', help='set output wasm file') parser.add_argument('-x', '--strip', action='store_true', help='removes debug and linking sections') parser.add_argument('-u', '--source-map-url', nargs='?', help='specifies sourceMappingURL section contest') parser.add_argument('--dwarfdump', help="path to llvm-dwarfdump executable") parser.add_argument('--dwarfdump-output', nargs='?', help=argparse.SUPPRESS) return parser.parse_args() class Prefixes: def __init__(self, args): prefixes = [] for p in args: args.append(p) # BUG: mutating while iterating if '=' in p: prefix, replacement = p.split('=') prefixes.append({'prefix': prefix, 'replacement': replacement}) else: prefixes.append({'prefix': p, 'replacement': None}) self.prefixes = prefixes self.cache = {} def resolve(self, name): if name in self.cache: return self.cache[name] result = name for p in self.prefixes: if name.startswith(p['prefix']): if p['replacement'] is None: result = name[len(p['prefix'])::] else: result = p['replacement'] + name[len(p['prefix'])::] break self.cache[name] = result return result # SourceMapPrefixes contains resolver for file names that are: # - "sources" is for names that output to source maps JSON # - "load" is for paths that used to load source text SourceMapPrefixes = namedtuple('SourceMapPrefixes', 'sources, load') def encode_vlq(n): VLQ_CHARS = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/" x = (n << 1) if n >= 0 else ((-n << 1) + 1) result = "" while x > 31: result = result + VLQ_CHARS[32 + (x & 31)] x = x >> 5 return result + VLQ_CHARS[x] def read_var_uint(wasm, pos): n = 0 shift = 0 b = ord(wasm[pos:pos + 1]) pos = pos + 1 while b >= 128: n = n | ((b - 128) << shift) b = ord(wasm[pos:pos + 1]) pos = pos + 1 shift += 7 return n + (b << shift), pos ... [8 more functiondefs truncated] ...
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Error Analysis: Error Type: MUTATION_WHILE_ITERATE Error: MUTATION_WHILE_ITERATE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Block at line 51 has no indented body • IndentationError at line 27 Fix: Create a copy or use list comprehension instead
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advanced
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testing
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error_detection
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Pythoncode:Python
| 5
| 1
| 2,977
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# Copyright 2018 The Emscripten Authors. All rights reserved.\n# Emscripten is available under two separate licenses, the MIT license and the\n# University of Illinois/NCSA Open Source License. Both these licenses can be\n# found in the LICENSE file.\n\ndef parse_args():\n parser = argparse.ArgumentParser(prog='wasm-sourcemap.py', description=__doc__)\n parser.add_argument('wasm', help='wasm file')\n parser.add_argument('-o', '--output', help='output source map')\n parser.add_argument('-p', '--prefix', nargs='*', help='replace source debug filename prefix for source map', default=[])\n parser.add_argument('-s', '--sources', action='store_true', help='read and embed source files from file system into source map')\n parser.add_argument('-l', '--load-prefix', nargs='*', help='replace source debug filename prefix for reading sources from file system (see also --sources)', default=[])\n parser.add_argument('-w', nargs='?', help='set output wasm file')\n parser.add_argument('-x', '--strip', action='store_true', help='removes debug and linking sections')\n parser.add_argument('-u', '--source-map-url', nargs='?', help='specifies sourceMappingURL section contest')\n parser.add_argument('--dwarfdump', help=\"path to llvm-dwarfdump executable\")\n parser.add_argument('--dwarfdump-output', nargs='?', help=argparse.SUPPRESS)\n return parser.parse_args()\n\n\nclass Prefixes:\n def __init__(self, args):\n prefixes = []\n for p in args:\n args.append(p) # BUG: mutating while iterating\n if '=' in p:\n prefix, replacement = p.split('=')\n prefixes.append({'prefix': prefix, 'replacement': replacement})\n else:\n prefixes.append({'prefix': p, 'replacement': None})\n self.prefixes = prefixes\n self.cache = {}\n\n def resolve(self, name):\n if name in self.cache:\n return self.cache[name]\n\n result = name\n for p in self.prefixes:\n if name.startswith(p['prefix']):\n if p['replacement'] is None:\n result = name[len(p['prefix'])::]\n else:\n result = p['replacement'] + name[len(p['prefix'])::]\n break\n self.cache[name] = result\n return result\n\n\n# SourceMapPrefixes contains resolver for file names that are:\n# - \"sources\" is for names that output to source maps JSON\n# - \"load\" is for paths that used to load source text\nSourceMapPrefixes = namedtuple('SourceMapPrefixes', 'sources, load')\n\n\ndef encode_vlq(n):\n VLQ_CHARS = \"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/\"\n x = (n << 1) if n >= 0 else ((-n << 1) + 1)\n result = \"\"\n while x > 31:\n result = result + VLQ_CHARS[32 + (x & 31)]\n x = x >> 5\n return result + VLQ_CHARS[x]\n\n\ndef read_var_uint(wasm, pos):\n n = 0\n shift = 0\n b = ord(wasm[pos:pos + 1])\n pos = pos + 1\n while b >= 128:\n n = n | ((b - 128) << shift)\n b = ord(wasm[pos:pos + 1])\n pos = pos + 1\n shift += 7\n return n + (b << shift), pos\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MUTATION_WHILE_ITERATE\n Error: MUTATION_WHILE_ITERATE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Block at line 51 has no indented body\n \u2022 IndentationError at line 27\n\n Fix: Create a copy or use list comprehension instead"}]
| true
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logical
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MUTATION_WHILE_ITERATE
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HIGH
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7cf5ba1b8968aa69e6a1b87247368728da9bf55b
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # # PySNMP MIB module ENTERASYS-NAC-APPLIANCE-MIB (http://snmplabs.com/pysmi) # ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/ENTERASYS-NAC-APPLIANCE-MIB # Produced by pysmi-0.3.4 at Wed May 1 13:04:09 2019 # On host DAVWANG4-M-1475 platform Darwin version 18.5.0 by user davwang4 # Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) #
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Code Review: Code looks good! Consider edge cases Add comprehensive tests
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intermediate
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api
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code_review
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Pythoncode:Python
| 0
| 0
| 363
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n#\n# PySNMP MIB module ENTERASYS-NAC-APPLIANCE-MIB (http://snmplabs.com/pysmi)\n# ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/ENTERASYS-NAC-APPLIANCE-MIB\n# Produced by pysmi-0.3.4 at Wed May 1 13:04:09 2019\n# On host DAVWANG4-M-1475 platform Darwin version 18.5.0 by user davwang4\n# Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) \n#"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
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7cf6644c8071f50f1d98ec6acd6e40c622a3ce59
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import os import cv2 import argparse from utils import * from tqdm import tqdm from glob import glob from pathlib import Path ... [1 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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beginner
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data_processing
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refactoring
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Pythoncode:Python
| 0
| 0
| 175
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nimport cv2\nimport argparse\nfrom utils import *\nfrom tqdm import tqdm\nfrom glob import glob\nfrom pathlib import Path\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
7cf7d0d22a5ee01c1d25faa33b9b8f99ef2f0210
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # modified "example traffic redirector" # https://raw.githubusercontent.com/PortSwigger/example-traffic-redirector/master/python/TrafficRedirector.py # Idea: https://github.com/pajswigger/filter-options/blob/master/src/filter-options.kt # Usage: Put both files in a directory and add filter-options.py to Burp. Nees Jython. # Blog post: https://parsiya.net/blog/2019-04-06-hiding-options-an-adventure-in-dealing-with-burp-proxy-in-an-extension/ # support for burp-exceptions - see https://github.com/securityMB/burp-exceptions try: from exceptions_fix import FixBurpExceptions import sys except ImportError: pass # support for burputils - https://github.com/parsiya/burputils try: from burputils import BurpUtils except ImportError: pass from burp import IBurpExtender from burp import IHttpListener class BurpExtender(IBurpExtender, IHttpListener): # implement IBurpExtender # set everything up def registerExtenderCallbacks(self, callbacks): # obtain an extension helpers object self.utils = BurpUtils(callbacks.getHelpers()) # support for burp-exceptions try: sys.stdout = callbacks.getStdout() except: pass # set our extension name callbacks.setExtensionName("Filter OPTIONS") # register an HTTP listener callbacks.registerHttpListener(self) # # implement IHttpListener # def processHttpMessage(self, toolFlag, messageIsRequest, messageInfo): # only process responses if messageIsRequest: return # now we only have responses # get the request associated with the response requestInfo = self.utils.getInfo(True, messageInfo)
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# return if the request method was not OPTIONS if requestInfo.getMethod() != "OPTIONS": return # get response info responseInfo = self.utils.getInfo(False, messageInfo) # get headers using utils headers = self.utils.getHeaders(responseInfo) # overwrite the Content-Type header. Overwrite adds the header if it # does not exist. headers.overwrite("Content-Type", "text/css; charset=UTF-8") # put everything back together bodyBytes = self.utils.getBody(messageIsRequest, messageInfo) # Debug # rawHeaders = headers.exportRaw() # build message modifiedmsg = self.utils.burpHelper.buildHttpMessage(headers.exportRaw(), bodyBytes) # set modified message response self.utils.setRequestResponse(messageIsRequest, modifiedmsg, messageInfo) # this should be reflected in response tab # done print "--------" return # support for burp-exceptions try: FixBurpExceptions() except: pass
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advanced
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api
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code_completion
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Pythoncode:Python
| 1
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| 2,923
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# modified \"example traffic redirector\" \r\n# https://raw.githubusercontent.com/PortSwigger/example-traffic-redirector/master/python/TrafficRedirector.py\r\n# Idea: https://github.com/pajswigger/filter-options/blob/master/src/filter-options.kt\r\n# Usage: Put both files in a directory and add filter-options.py to Burp. Nees Jython.\r\n# Blog post: https://parsiya.net/blog/2019-04-06-hiding-options-an-adventure-in-dealing-with-burp-proxy-in-an-extension/\r\n\r\n# support for burp-exceptions - see https://github.com/securityMB/burp-exceptions\r\ntry:\r\n from exceptions_fix import FixBurpExceptions\r\n import sys\r\nexcept ImportError:\r\n pass\r\n\r\n# support for burputils - https://github.com/parsiya/burputils\r\ntry:\r\n from burputils import BurpUtils\r\nexcept ImportError:\r\n pass\r\n\r\nfrom burp import IBurpExtender\r\nfrom burp import IHttpListener\r\n\r\nclass BurpExtender(IBurpExtender, IHttpListener):\r\n # implement IBurpExtender\r\n\r\n # set everything up\r\n def\tregisterExtenderCallbacks(self, callbacks):\r\n # obtain an extension helpers object\r\n self.utils = BurpUtils(callbacks.getHelpers())\r\n\r\n # support for burp-exceptions\r\n try:\r\n sys.stdout = callbacks.getStdout()\r\n except:\r\n pass\r\n \r\n # set our extension name\r\n callbacks.setExtensionName(\"Filter OPTIONS\")\r\n \r\n # register an HTTP listener\r\n callbacks.registerHttpListener(self)\r\n\r\n #\r\n # implement IHttpListener\r\n #\r\n \r\n def processHttpMessage(self, toolFlag, messageIsRequest, messageInfo):\r\n\r\n # only process responses\r\n if messageIsRequest:\r\n return\r\n\r\n # now we only have responses\r\n\r\n # get the request associated with the response\r\n requestInfo = self.utils.getInfo(True, messageInfo)"}, {"role": "assistant", "content": "\n\r\n # return if the request method was not OPTIONS\r\n if requestInfo.getMethod() != \"OPTIONS\":\r\n return\r\n\r\n # get response info\r\n responseInfo = self.utils.getInfo(False, messageInfo)\r\n\r\n # get headers using utils\r\n headers = self.utils.getHeaders(responseInfo)\r\n\r\n # overwrite the Content-Type header. Overwrite adds the header if it\r\n # does not exist.\r\n headers.overwrite(\"Content-Type\", \"text/css; charset=UTF-8\")\r\n\r\n # put everything back together\r\n bodyBytes = self.utils.getBody(messageIsRequest, messageInfo)\r\n\r\n # Debug\r\n # rawHeaders = headers.exportRaw()\r\n\r\n # build message\r\n modifiedmsg = self.utils.burpHelper.buildHttpMessage(headers.exportRaw(), bodyBytes)\r\n\r\n # set modified message response\r\n self.utils.setRequestResponse(messageIsRequest, modifiedmsg, messageInfo)\r\n\r\n # this should be reflected in response tab\r\n\r\n # done\r\n print \"--------\"\r\n return\r\n\r\n# support for burp-exceptions\r\ntry:\r\n FixBurpExceptions()\r\nexcept:\r\n pass"}]
| false
| null | null | null |
7cf872b37fe89e4b5c0f3a287b43439b1d433523
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # # Copyright 2007 Google 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. # def get_user_info(http_cookie, cookie_name=_COOKIE_NAME): """Gets the requestor's user info from an HTTP Cookie header. Args: http_cookie: The value of the 'Cookie' HTTP request header. cookie_name: The name of the cookie that stores the user info. Returns: A tuple (email, admin, user_id) where: email: The user's email address, if any. admin: True if the user is an admin; False otherwise. user_id: The user ID, if any. """ try: cookie = Cookie.SimpleCookie(http_cookie) except Cookie.CookieError: return '', False, '' cookie_dict = dict((k, v.value) for k, v in cookie.iteritems()) return _get_user_info_from_dict(cookie_dict, cookie_name) def _get_user_info_from_dict(cookie_dict, cookie_name=_COOKIE_NAME): """Gets the requestor's user info from a cookie dictionary. Args: cookie_dict: A dictionary mapping cookie names onto values. cookie_name: The name of the cookie that stores the user info. Returns: A tuple (email, admin, user_id) where: email: The user's email address, if any. admin: True if the user is an admin; False otherwise. user_id: The user ID, if any. """ cookie_secret = os.environ['COOKIE_SECRET'] cookie_value = cookie_dict.get(cookie_name, '') cookie_value = cookie_value.replace("%3A",":") cookie_value = cookie_value.replace("%40",'@') cookie_value = cookie_value.replace("%2C",",") email, nickname, admin, hsh = (cookie_value.split(':') + ['', '', '', ''])[:4] if email = '': nickname = '' admin = '' return '', False, '' else: vhsh = sha.new(email+nickname+admin+cookie_secret).hexdigest() if hsh != vhsh: logging.info("{0} has an invalid cookie, so ignoring it.".format(email)) return '', False, '' admin_apps = admin.split(',') current_app = os.environ['APPLICATION_ID'] is_admin = current_app in admin_apps or CLOUD_ADMIN_MARKER in admin_apps return email, is_admin, nickname ... [8 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 18 • Invalid syntax at line 61: if email = '': Fix: Change operator back to correct one
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intermediate
|
api
|
error_detection
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Pythoncode:Python
| 2
| 0
| 2,617
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Copyright 2007 Google 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#\ndef get_user_info(http_cookie, cookie_name=_COOKIE_NAME):\n \"\"\"Gets the requestor's user info from an HTTP Cookie header.\n\n Args:\n http_cookie: The value of the 'Cookie' HTTP request header.\n cookie_name: The name of the cookie that stores the user info.\n\n Returns:\n A tuple (email, admin, user_id) where:\n email: The user's email address, if any.\n admin: True if the user is an admin; False otherwise.\n user_id: The user ID, if any.\n \"\"\"\n try:\n cookie = Cookie.SimpleCookie(http_cookie)\n except Cookie.CookieError:\n return '', False, ''\n\n cookie_dict = dict((k, v.value) for k, v in cookie.iteritems())\n return _get_user_info_from_dict(cookie_dict, cookie_name)\n\n\ndef _get_user_info_from_dict(cookie_dict, cookie_name=_COOKIE_NAME):\n \"\"\"Gets the requestor's user info from a cookie dictionary.\n\n Args:\n cookie_dict: A dictionary mapping cookie names onto values.\n cookie_name: The name of the cookie that stores the user info.\n\n Returns:\n A tuple (email, admin, user_id) where:\n email: The user's email address, if any.\n admin: True if the user is an admin; False otherwise.\n user_id: The user ID, if any.\n \"\"\"\n cookie_secret = os.environ['COOKIE_SECRET']\n\n cookie_value = cookie_dict.get(cookie_name, '')\n cookie_value = cookie_value.replace(\"%3A\",\":\")\n cookie_value = cookie_value.replace(\"%40\",'@')\n cookie_value = cookie_value.replace(\"%2C\",\",\")\n\n email, nickname, admin, hsh = (cookie_value.split(':') + ['', '', '', ''])[:4]\n\n if email = '':\n nickname = ''\n admin = ''\n return '', False, ''\n else:\n vhsh = sha.new(email+nickname+admin+cookie_secret).hexdigest()\n if hsh != vhsh:\n logging.info(\"{0} has an invalid cookie, so ignoring it.\".format(email))\n return '', False, ''\n\n admin_apps = admin.split(',')\n current_app = os.environ['APPLICATION_ID']\n is_admin = current_app in admin_apps or CLOUD_ADMIN_MARKER in admin_apps\n return email, is_admin, nickname\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 18\n \u2022 Invalid syntax at line 61: if email = '':\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
7cf8865345a71c46f4e1edec308e018d877fedb9
|
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 __future__ import absolute_import import atexit import os import shutil import signal import subprocess import sys import tempfile import threading import grpc from apache_beam.portability.api import beam_job_api_pb2_grpc from apache_beam.runners.portability import local_job_service from apache_beam.utils import subprocess_server from apache_beam.version import __version__ as beam_ver
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
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advanced
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api
|
error_detection
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Pythoncode:Python
| 12
| 5
| 1,180
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# Licensed to the Apache Software Foundation (ASF) under one or more\n# contributor license agreements. See the NOTICE file distributed with\n# this work for additional information regarding copyright ownership.\n# The ASF licenses this file to You under the Apache License, Version 2.0\n# (the \"License\"); you may not use this file except in compliance with\n# the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\nfrom __future__ import absolute_import\n\nimport atexit\nimport os\nimport shutil\nimport signal\nimport subprocess\nimport sys\nimport tempfile\nimport threading\n\nimport grpc\n\nfrom apache_beam.portability.api import beam_job_api_pb2_grpc\nfrom apache_beam.runners.portability import local_job_service\nfrom apache_beam.utils import subprocess_server\nfrom apache_beam.version import __version__ as beam_ver"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cf8d4321937161cb10d000e0dbd87e721b04ad3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from collections import defaultdict from functools import wraps from itertools import chain from sympy.core import sympify from .precedence import precedence from .codeprinter import CodePrinter def _print_known_func(self, expr): known = self.known_functions[expr.__class__.__name__] return '{name}({args})'.format(name=self._module_format(known), args=', '.join(map(self._print, expr.args))) def _print_known_const(self, expr): known = self.known_constants[expr.__class__.__name__] return self._module_format(known) class PythonCodePrinter(CodePrinter): printmethod = "_pythoncode" language = "Python" standard = "python3" reserved_words = _kw_py2and3.union(_kw_only_py3) modules = None # initialized to a set in __init__ tab = ' ' _kf = dict(chain( _known_functions.items(), [(k, 'math.' + v) for k, v in _known_functions_math.items()] )) _kc = {k: 'math.'+v for k, v in _known_constants_math.items()} _operators = {'and': 'and', 'or': 'or', 'not': 'not'} _default_settings = dict( CodePrinter._default_settings, user_fun Error: SyntaxError / EOF
|
Fixed Code: from collections import defaultdict from functools import wraps from itertools import chain from sympy.core import sympify from .precedence import precedence from .codeprinter import CodePrinter def _print_known_func(self, expr): known = self.known_functions[expr.__class__.__name__] return '{name}({args})'.format(name=self._module_format(known), args=', '.join(map(self._print, expr.args))) def _print_known_const(self, expr): known = self.known_constants[expr.__class__.__name__] return self._module_format(known) class PythonCodePrinter(CodePrinter): printmethod = "_pythoncode" Explanation: Complete the truncated code structure
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advanced
|
database
|
error_fixing
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Pythoncode:Python
| 10
| 1
| 1,159
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom collections import defaultdict\nfrom functools import wraps\nfrom itertools import chain\nfrom sympy.core import sympify\nfrom .precedence import precedence\nfrom .codeprinter import CodePrinter\n\ndef _print_known_func(self, expr):\n known = self.known_functions[expr.__class__.__name__]\n return '{name}({args})'.format(name=self._module_format(known),\n args=', '.join(map(self._print, expr.args)))\n\n\ndef _print_known_const(self, expr):\n known = self.known_constants[expr.__class__.__name__]\n return self._module_format(known)\n\n\nclass PythonCodePrinter(CodePrinter):\n printmethod = \"_pythoncode\"\n language = \"Python\"\n standard = \"python3\"\n reserved_words = _kw_py2and3.union(_kw_only_py3)\n modules = None # initialized to a set in __init__\n tab = ' '\n _kf = dict(chain(\n _known_functions.items(),\n [(k, 'math.' + v) for k, v in _known_functions_math.items()]\n ))\n _kc = {k: 'math.'+v for k, v in _known_constants_math.items()}\n _operators = {'and': 'and', 'or': 'or', 'not': 'not'}\n _default_settings = dict(\n CodePrinter._default_settings,\n user_fun\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom collections import defaultdict\nfrom functools import wraps\nfrom itertools import chain\nfrom sympy.core import sympify\nfrom .precedence import precedence\nfrom .codeprinter import CodePrinter\n\ndef _print_known_func(self, expr):\n known = self.known_functions[expr.__class__.__name__]\n return '{name}({args})'.format(name=self._module_format(known),\n args=', '.join(map(self._print, expr.args)))\n\n\ndef _print_known_const(self, expr):\n known = self.known_constants[expr.__class__.__name__]\n return self._module_format(known)\n\n\nclass PythonCodePrinter(CodePrinter):\n printmethod = \"_pythoncode\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cf950bf294a91d7beefe8c59885eaed2c328e0e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import argparse, os class ArgumentManager: def __init__(self, model_list): self.model_list = model_list self.args = self.get_input_arguments() self.validate_arguments() def get_input_arguments(self): parser = argparse.ArgumentParser(description='Process some integers.') parser.add_argument("--configuration", "-c", required=True, help="the path of a configuration file(json type)") parser.add_argument("--model", "-m", required=True, help="the model to process") parser.add_argument("--task", "-t", required=True, help="training/testing") return parser.parse_args() def validate_arguments(self): self.validate_configuration_path() self.validate_model() self.validate_task() ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def validate_task(self): task = self.args.task assert task == "training" or task == "testing", "task should be training or testing" def validate_model(self):
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advanced
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testing
|
incomplete_code
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Pythoncode:Python
| 9
| 1
| 779
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport argparse, os\n\nclass ArgumentManager:\n def __init__(self, model_list):\n self.model_list = model_list\n self.args = self.get_input_arguments()\n self.validate_arguments()\n\n def get_input_arguments(self):\n parser = argparse.ArgumentParser(description='Process some integers.')\n parser.add_argument(\"--configuration\", \"-c\", required=True, help=\"the path of a configuration file(json type)\")\n parser.add_argument(\"--model\", \"-m\", required=True, help=\"the model to process\")\n parser.add_argument(\"--task\", \"-t\", required=True, help=\"training/testing\")\n return parser.parse_args()\n\n def validate_arguments(self):\n self.validate_configuration_path()\n self.validate_model()\n self.validate_task()\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 validate_task(self):\n task = self.args.task\n assert task == \"training\" or task == \"testing\", \"task should be training or testing\"\n\n def validate_model(self):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cfa416e684eef42a41f05552ac51704b017a9e1
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- def nibbleToHex(inputArray): n = NIBBLE_CONVERTER.dot(inputArray) if n == 10: h = 'A' elif n== 11: h = 'B' elif n== 12: h = 'C' elif n== 13: h = 'D' elif n== 14: h = 'E' elif n== 15: h = 'F' else: h = str(n) return h def binaryArraytoHex(inputArray): d1 = len(inputArray assert (d1 % 4 == 0) outputArray = np.zeros(d1//4, dtype = str) outputString = '' for j in range(d1//4): nibble = inputArray[4 * j : 4 * j + 4] h = nibbleToHex(nibble) outputArray[j] = h outputString = outputString + h return outputArray, outputString ... [8 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: # -*- coding: utf-8 -*- def nibbleToHex(inputArray): n = NIBBLE_CONVERTER.dot(inputArray) if n == 10: h = 'A' elif n== 11: h = 'B' elif n== 12: h = 'C' elif n== 13: h = 'D' elif n== 14: h = 'E' elif n== 15: h = 'F' else: h = str(n) return h def binaryArraytoHex(inputArray): Explanation: Add missing ')' bracket at line 21
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intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 757
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef nibbleToHex(inputArray):\n n = NIBBLE_CONVERTER.dot(inputArray)\n if n == 10:\n h = 'A'\n elif n== 11:\n h = 'B'\n elif n== 12:\n h = 'C'\n elif n== 13:\n h = 'D'\n elif n== 14:\n h = 'E'\n elif n== 15:\n h = 'F'\n else:\n h = str(n)\n return h\n \ndef binaryArraytoHex(inputArray):\n d1 = len(inputArray\n assert (d1 % 4 == 0)\n \n outputArray = np.zeros(d1//4, dtype = str)\n outputString = ''\n for j in range(d1//4):\n nibble = inputArray[4 * j : 4 * j + 4]\n h = nibbleToHex(nibble)\n outputArray[j] = h\n outputString = outputString + h\n return outputArray, outputString\n \n\n\n ... [8 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\ndef nibbleToHex(inputArray):\n n = NIBBLE_CONVERTER.dot(inputArray)\n if n == 10:\n h = 'A'\n elif n== 11:\n h = 'B'\n elif n== 12:\n h = 'C'\n elif n== 13:\n h = 'D'\n elif n== 14:\n h = 'E'\n elif n== 15:\n h = 'F'\n else:\n h = str(n)\n return h\n \ndef binaryArraytoHex(inputArray):\n\n Explanation: Add missing ')' bracket at line 21"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
7cfa745e3890fcda9ffd072f599dc7be286f99a5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import logging import pytest from streamsets.testframework.markers import aws, sdc_min_version from streamsets.testframework.utils import get_random_string def test_configuration_access_key_id(sdc_builder, sdc_executor): pass @pytest.mark.skip('Not yet implemented') def test_configuration_bucket(sdc_builder, sdc_executor): pass @pytest.mark.skip('Not yet implemented') def test_configuration_connection_timeout(sdc_builder, sdc_executor): pass @pytest.mark.parametrize('task', ['CREATE_NEW_OBJECT']) @pytest.mark.skip('Not yet implemented') def test_configuration_content(sdc_builder, sdc_executor, task): pass @pytest.mark.parametrize('task', ['COPY_OBJECT']) @pytest.mark.parametrize('delete_original_object', [False, True]) @pytest.mark.skip('Not yet implemented') def test_configuration_delete_original_object(sdc_builder, sdc_executor, task, delete_original_object): pass @pytest.mark.parametrize('region', ['OTHER']) @pytest.mark.skip('Not yet implemented') def test_configuration_endpoint(sdc_builder, sdc_executor, region): pass @pytest.mark.parametrize('task', ['COPY_OBJECT']) @pytest.mark.skip('Not yet implemented') def test_configuration_new_object_path(sdc_builder, sdc_executor, task): pass @pytest.mark.skip('Not yet implemented') def test_configuration_object(sdc_builder, sdc_executor): pass @pytest.mark.parametrize('on_record_error', ['DISCARD', 'STOP_PIPELINE', 'TO_ERROR']) @pytest.mark.skip('Not yet implemented') def test_configuration_on_record_error(sdc_builder, sdc_executor, on_record_error): pass @pytest.mark.skip('Not yet implemented') def test_configuration_preconditions(sdc_builder, sdc_executor): pass @pytest.mark.parametrize('use_proxy', [True]) @pytest.mark.skip('Not yet implemented') def test_configuration_proxy_host(sdc_builder, sdc_executor, use_proxy): pass @pytest.mark.parametrize('use_proxy', [True]) @pytest.mark.skip('Not yet implemented') def test_configuration_proxy_password(sdc_builder, sdc_executor, use_proxy): pass @pytest.mark.parametrize('use_proxy', [True]) @pytest.mark.skip('Not yet implemented') def test_configuration_proxy_port(sdc_builder, sdc_executor, use_proxy): pass @pytest.mark.parametrize('use_proxy', [True]) @pytest.mark.skip('Not yet implemented') def test_configuration_proxy_user(sdc_builder, sdc_executor, use_proxy): pass @pytest.mark.parametrize('region', ['AP_NORTHEAST_1', 'AP_NORTHEAST_2', 'AP_NORTHEAST_3', 'AP_SOUTHEAST_1', 'AP_SOUTHEAST_2', 'AP_SOUTH_1', 'CA_CENTRAL_1', 'CN_NORTHWEST_1', 'CN_NORTH_1', 'EU_CENTRAL_1', 'EU_WEST_1', 'EU_WEST_2', 'EU_WEST_3', 'OTHER', 'SA_EAST_1', 'US_EAST_1', 'US_EAST_2', 'US_GOV_WEST_1', 'US_WEST_1', 'US_WEST_2']) @pytest.mark.skip('Not yet implemented') def test_configuration_region(sdc_builder, sdc_executor, region): pass @pytest.mark.skip('Not yet implemented') ... [11 more functiondefs truncated] ...
|
Functions: test_configuration_access_key_id, test_configuration_bucket, test_configuration_connection_timeout, test_configuration_content, test_configuration_delete_original_object This code demonstrates Pythoncode:Python programming.
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advanced
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testing
|
code_explanation
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Pythoncode:Python
| 15
| 0
| 2,931
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport logging\n\nimport pytest\nfrom streamsets.testframework.markers import aws, sdc_min_version\nfrom streamsets.testframework.utils import get_random_string\n\ndef test_configuration_access_key_id(sdc_builder, sdc_executor):\n pass\n\n\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_bucket(sdc_builder, sdc_executor):\n pass\n\n\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_connection_timeout(sdc_builder, sdc_executor):\n pass\n\n\n@pytest.mark.parametrize('task', ['CREATE_NEW_OBJECT'])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_content(sdc_builder, sdc_executor, task):\n pass\n\n\n@pytest.mark.parametrize('task', ['COPY_OBJECT'])\n@pytest.mark.parametrize('delete_original_object', [False, True])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_delete_original_object(sdc_builder, sdc_executor, task, delete_original_object):\n pass\n\n\n@pytest.mark.parametrize('region', ['OTHER'])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_endpoint(sdc_builder, sdc_executor, region):\n pass\n\n\n@pytest.mark.parametrize('task', ['COPY_OBJECT'])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_new_object_path(sdc_builder, sdc_executor, task):\n pass\n\n\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_object(sdc_builder, sdc_executor):\n pass\n\n\n@pytest.mark.parametrize('on_record_error', ['DISCARD', 'STOP_PIPELINE', 'TO_ERROR'])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_on_record_error(sdc_builder, sdc_executor, on_record_error):\n pass\n\n\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_preconditions(sdc_builder, sdc_executor):\n pass\n\n\n@pytest.mark.parametrize('use_proxy', [True])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_proxy_host(sdc_builder, sdc_executor, use_proxy):\n pass\n\n\n@pytest.mark.parametrize('use_proxy', [True])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_proxy_password(sdc_builder, sdc_executor, use_proxy):\n pass\n\n\n@pytest.mark.parametrize('use_proxy', [True])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_proxy_port(sdc_builder, sdc_executor, use_proxy):\n pass\n\n\n@pytest.mark.parametrize('use_proxy', [True])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_proxy_user(sdc_builder, sdc_executor, use_proxy):\n pass\n\n\n@pytest.mark.parametrize('region', ['AP_NORTHEAST_1', 'AP_NORTHEAST_2', 'AP_NORTHEAST_3', 'AP_SOUTHEAST_1', 'AP_SOUTHEAST_2', 'AP_SOUTH_1', 'CA_CENTRAL_1', 'CN_NORTHWEST_1', 'CN_NORTH_1', 'EU_CENTRAL_1', 'EU_WEST_1', 'EU_WEST_2', 'EU_WEST_3', 'OTHER', 'SA_EAST_1', 'US_EAST_1', 'US_EAST_2', 'US_GOV_WEST_1', 'US_WEST_1', 'US_WEST_2'])\n@pytest.mark.skip('Not yet implemented')\ndef test_configuration_region(sdc_builder, sdc_executor, region):\n pass\n\n\n@pytest.mark.skip('Not yet implemented')\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_configuration_access_key_id, test_configuration_bucket, test_configuration_connection_timeout, test_configuration_content, test_configuration_delete_original_object\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
7cfaab0b77af0b6c7c138ff09a0a82244c391f57
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: class SVRExperimentConfiguration(ec.ExperimentConfiguration): """ Class representing a single experiment configuration for linear regression Attributes ---------- _linear_regression : LinearRegression The actual scikt object which performs the linear regression Methods ------- _train() Performs the actual building of the linear model compute_estimations() Compute the estimated values for a give set of data """ def __init__(self, campaign_configuration, hyperparameters, regression_inputs, prefix): """ campaign_configuration: dict of dict: The set of options specified by the user though command line and campaign configuration files hyperparameters: dictionary The set of hyperparameters of this experiment configuration regression_inputs: RegressionInputs The input of the regression problem to be solved
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 2 • SyntaxError: unterminated triple-quoted string literal (detected at line 28) at line 20 Fix: Complete the truncated code structure
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advanced
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testing
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error_detection
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Pythoncode:Python
| 4
| 1
| 952
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass SVRExperimentConfiguration(ec.ExperimentConfiguration):\n \"\"\"\n Class representing a single experiment configuration for linear regression\n\n Attributes\n ----------\n _linear_regression : LinearRegression\n The actual scikt object which performs the linear regression\n\n Methods\n -------\n _train()\n Performs the actual building of the linear model\n\n compute_estimations()\n Compute the estimated values for a give set of data\n \"\"\"\n\n def __init__(self, campaign_configuration, hyperparameters, regression_inputs, prefix):\n \"\"\"\n campaign_configuration: dict of dict:\n The set of options specified by the user though command line and campaign configuration files\n\n hyperparameters: dictionary\n The set of hyperparameters of this experiment configuration\n\n regression_inputs: RegressionInputs\n The input of the regression problem to be solved"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 2\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 28) at line 20\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
7cfb56c23b97ce934940b9509f58841e0ebbb0fe
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ Created on 12 May 2017 @author: Bruno Beloff (bruno.beloff@southcoastscience.com) """ from scs_host.sys.host_gpio import HostGPIO # -------------------------------------------------------------------------------------------------------------------- # noinspection PyUnusedLocal,PyAbstractClass class HostGPI(HostGPIO): """ classdocs """ # ---------------------------------------------------------------------------------------------------------------- def __init__(self, pin): raise NotImplementedError() # ---------------------------------------------------------------------------------------------------------------- @property def state(self): ... code continues ...
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Completion: Missing: Function 'state' is incomplete - body truncated To complete: • Complete the function 'state' body and add missing return Example continuation: raise NotImplementedError() def wait(self, edge): raise NotImplementedError()
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advanced
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machine_learning
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incomplete_code
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Pythoncode:Python
| 4
| 1
| 700
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\nCreated on 12 May 2017\n\n@author: Bruno Beloff (bruno.beloff@southcoastscience.com)\n\"\"\"\n\nfrom scs_host.sys.host_gpio import HostGPIO\n\n\n# --------------------------------------------------------------------------------------------------------------------\n\n# noinspection PyUnusedLocal,PyAbstractClass\nclass HostGPI(HostGPIO):\n \"\"\"\n classdocs\n \"\"\"\n\n # ----------------------------------------------------------------------------------------------------------------\n\n def __init__(self, pin):\n raise NotImplementedError()\n\n\n # ----------------------------------------------------------------------------------------------------------------\n\n @property\n def state(self):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'state' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'state' body and add missing return\n\n Example continuation:\n raise NotImplementedError()\n\n\n def wait(self, edge):\n raise NotImplementedError()"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
7cfbb1bacec44e19e996fa070cd83150534767b0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class Unsubclassable: def __init_subclass__(cls, **kwargs): raise TypeError('Unacceptable base type') def prevent_subclassing(): raise TypeError('Unacceptable base type') def final_class(cls): setattr(cls, '__init_subclass__', prevent_subclassing) return cls class UnsubclassableType(type): def __new__(cls, name, bases, dct): c = super().__new__(cls, name, bases, dct) setattr(c, '__init_subclass__', prevent_subclassing) return c
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Code Review: ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 19 Unexpected indentation at line 20 ✨ Improvements: Add docstring to class 'Unsubclassable' Add docstring to class 'UnsubclassableType'
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advanced
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machine_learning
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code_review
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Pythoncode:Python
| 4
| 2
| 492
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n\nclass Unsubclassable:\n def __init_subclass__(cls, **kwargs):\n raise TypeError('Unacceptable base type')\n\n\ndef prevent_subclassing():\n raise TypeError('Unacceptable base type')\n\n\ndef final_class(cls):\n setattr(cls, '__init_subclass__', prevent_subclassing)\n return cls\n\n\nclass UnsubclassableType(type):\n def __new__(cls, name, bases, dct):\n c = super().__new__(cls, name, bases, dct)\n setattr(c, '__init_subclass__', prevent_subclassing)\n return c"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n\n\u2728 Improvements:\n Add docstring to class 'Unsubclassable'\n Add docstring to class 'UnsubclassableType'"}]
| false
| null | null | null |
7cfc7ea83eddae1dd85543f912c4d06746387bfa
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python # coding: utf-8 from __future__ import print_function from __future__ import division from __future__ import absolute_import from __future__ import unicode_literals # Command line : # python -m benchmark.VAR.GG.TP import os import logging from config import SEED from config import _ERROR from config import _TRUTH import numpy as np import pandas as pd from visual.misc import set_plot_config class TrainGenerator: def __init__(self, data_generator, cuda=False): self.data_generator = data_generator if cuda: self.data_generator.cuda() else: self.data_generator.cpu() self.mu = self.tensor(Config.CALIBRATED.mu, requires_grad=True) self.tes = self.tensor(Config.CALIBRATED.tes, requires_grad=True) self.jes = self.tensor(Config.CALIBRATED.jes, requires_grad=True) self.les = self.tensor(Config.CALIBRATED.les, requires_grad=True) self.params = (self.tes, self.jes, self.tes, self.mu) self.nuisance_params = OrderedDict([ ('tes', self.tes), ('jes', self.jes), ('les', self.les), ]) def generate(self, n_samples=None): X, y, w = self.data_generator.diff_generate(*self.params, n_samples=n_samples) return X, y, w def reset(self): self.data_generator.reset() def tensor(self, data, requires_grad=False, dtype=None): return self.data_generator.tensor(data, requires_grad=requires_grad, dtype=dtype) def build_model(args, i_cv): args.net = ARCHI(n_in=29, n_out=2, n_unit=args.n_unit) args.optimizer = get_optimizer(args) model = get_model(args, TangentPropClassifier) model.set_info(DATA_NAME, BENCHMARK_NAME, i_cv) return model # ===================================================================== # MAIN # ===================================================================== def main(): # BASIC SETUP logger = set_logger() args = TP_parse_args(main_description="Training launcher for INFERNO on GG benchmark") logger.info(args) flush(logger) # INFO model = build_model(args, -1) os.makedirs(model.results_directory, exist_ok=True) # RUN logger.info(f'Running runs [{args.start_cv},{args.end_cv}[') results = [run(args, i_cv) for i_cv in range(args.start_cv, args.end_cv)] results = pd.concat(results, ignore_index=True) # EVALUATION results.to_csv(os.path.join(model.results_directory, 'threshold.csv')) print(results) print("DONE !") ... [1 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unmatched closing bracket ')' at line 72 Unclosed '(' at line 72 - expected ')' Unclosed '[' at line 72 - expected ']' Unclosed '[' at line 72 - expected ']' ⚠️ Warnings: Unexpected indentation at line 24 Unexpected indentation at line 26 Unexpected indentation at line 30 Unexpected indentation at line 31 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Add closing ']' bracket
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advanced
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ui
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debugging
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Pythoncode:Python
| 6
| 1
| 2,684
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: utf-8\nfrom __future__ import print_function\nfrom __future__ import division\nfrom __future__ import absolute_import\nfrom __future__ import unicode_literals\n\n# Command line :\n# python -m benchmark.VAR.GG.TP\n\nimport os\nimport logging\nfrom config import SEED\nfrom config import _ERROR\nfrom config import _TRUTH\n\nimport numpy as np\nimport pandas as pd\n\nfrom visual.misc import set_plot_config\nclass TrainGenerator:\n def __init__(self, data_generator, cuda=False):\n self.data_generator = data_generator\n if cuda:\n self.data_generator.cuda()\n else:\n self.data_generator.cpu()\n\n self.mu = self.tensor(Config.CALIBRATED.mu, requires_grad=True)\n self.tes = self.tensor(Config.CALIBRATED.tes, requires_grad=True)\n self.jes = self.tensor(Config.CALIBRATED.jes, requires_grad=True)\n self.les = self.tensor(Config.CALIBRATED.les, requires_grad=True)\n self.params = (self.tes, self.jes, self.tes, self.mu)\n self.nuisance_params = OrderedDict([\n ('tes', self.tes),\n ('jes', self.jes),\n ('les', self.les),\n ])\n\n def generate(self, n_samples=None):\n X, y, w = self.data_generator.diff_generate(*self.params, n_samples=n_samples)\n return X, y, w\n\n def reset(self):\n self.data_generator.reset()\n\n def tensor(self, data, requires_grad=False, dtype=None):\n return self.data_generator.tensor(data, requires_grad=requires_grad, dtype=dtype)\n\n\ndef build_model(args, i_cv):\n args.net = ARCHI(n_in=29, n_out=2, n_unit=args.n_unit)\n args.optimizer = get_optimizer(args)\n model = get_model(args, TangentPropClassifier)\n model.set_info(DATA_NAME, BENCHMARK_NAME, i_cv)\n return model\n\n\n# =====================================================================\n# MAIN\n# =====================================================================\ndef main():\n # BASIC SETUP\n logger = set_logger()\n args = TP_parse_args(main_description=\"Training launcher for INFERNO on GG benchmark\")\n logger.info(args)\n flush(logger)\n # INFO\n model = build_model(args, -1)\n os.makedirs(model.results_directory, exist_ok=True)\n # RUN\n logger.info(f'Running runs [{args.start_cv},{args.end_cv}[')\n results = [run(args, i_cv) for i_cv in range(args.start_cv, args.end_cv)]\n results = pd.concat(results, ignore_index=True)\n # EVALUATION\n results.to_csv(os.path.join(model.results_directory, 'threshold.csv'))\n print(results)\n print(\"DONE !\")\n\n\n\n ... [1 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 Unmatched closing bracket ')' at line 72\n Unclosed '(' at line 72 - expected ')'\n Unclosed '[' at line 72 - expected ']'\n Unclosed '[' at line 72 - expected ']'\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 24\n Unexpected indentation at line 26\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Add closing ']' bracket"}]
| false
| null | null | null |
7cfcc11fbbb1d31705e442bed5fe7d622b04a2bd
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import unittest from ..adl import ADL import six if six.PY3: from unittest.mock import Mock, MagicMock else: from mock import Mock, MagicMock class ADLTest(unittest.TestCase): """ Tests for `ADL` """ def setUp(self): self.ls = Mock(return_value=["foo", "bar", "baz"]) self.fakeFile = MagicMock() self.fakeFile.__iter__.return_value = [b"a", b"b", b"c"] self.fakeFile.__enter__.return_value = self.fakeFile self.open = Mock(return_value=self.fakeFile) self.fakeAdapter = Mock(open=self.open, ls=self.ls) self.adl = ADL() self.adl._create_adapter = Mock(return_value=self.fakeAdapter) def test_split_url_raises_exception_on_invalid_url(self): with self.assertRaises(Exception) as context: ADL._split_url("this_is_not_a_valid_url") self.assertTrue("Invalid ADL url 'this_is_not_a_valid_url'" in str(context.exception)) def test_split_url_splits_valid_url(self): (store_name, path) = ADL._split_url("adl://foo.azuredatalakestore.net/bar/baz") self.assertEqual(store_name, "foo") self.assertEqual(path, "bar/baz") def test_listdir_calls_ls_on_adl_adapter(self): self.assertEqual( self.adl.listdir("adl://foo_store.azuredatalakestore.net/path/to/file"), ["foo", "bar", "baz"], ) self.ls.assert_called_once_with("path/to/file") def test_read_opens_and_reads_file(self): self.assertEquals( self.adl.read("adl://foo_store.azuredatalakestore.net/path/to/file"), ["a", "b", "c"] ) self.fakeFile.__iter__.assert_called_once_with() def test_write_opens_file_and_writes_to_it(self): self.adl.write("hello world", "adl://foo_store.azuredatalakestore.net/path/to/file") self.fakeFile.write.assert_called_once_with(b"hello world")
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Unterminated string literal at line 12 • IndentationError at line 24 Fix: Fix indentation to match Python syntax rules
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advanced
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testing
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error_detection
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Pythoncode:Python
| 6
| 1
| 1,877
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport unittest\nfrom ..adl import ADL\nimport six\n\nif six.PY3:\n from unittest.mock import Mock, MagicMock\nelse:\n from mock import Mock, MagicMock\n\n\nclass ADLTest(unittest.TestCase):\n \"\"\"\n Tests for `ADL`\n \"\"\"\n\n def setUp(self):\n self.ls = Mock(return_value=[\"foo\", \"bar\", \"baz\"])\n self.fakeFile = MagicMock()\n self.fakeFile.__iter__.return_value = [b\"a\", b\"b\", b\"c\"]\n self.fakeFile.__enter__.return_value = self.fakeFile\n self.open = Mock(return_value=self.fakeFile)\n self.fakeAdapter = Mock(open=self.open, ls=self.ls)\n self.adl = ADL()\n self.adl._create_adapter = Mock(return_value=self.fakeAdapter)\n\n def test_split_url_raises_exception_on_invalid_url(self):\n with self.assertRaises(Exception) as context:\n ADL._split_url(\"this_is_not_a_valid_url\")\n self.assertTrue(\"Invalid ADL url 'this_is_not_a_valid_url'\" in str(context.exception))\n\n def test_split_url_splits_valid_url(self):\n (store_name, path) = ADL._split_url(\"adl://foo.azuredatalakestore.net/bar/baz\")\n self.assertEqual(store_name, \"foo\")\n self.assertEqual(path, \"bar/baz\")\n\n def test_listdir_calls_ls_on_adl_adapter(self):\n self.assertEqual(\n self.adl.listdir(\"adl://foo_store.azuredatalakestore.net/path/to/file\"),\n [\"foo\", \"bar\", \"baz\"],\n )\n self.ls.assert_called_once_with(\"path/to/file\")\n\n def test_read_opens_and_reads_file(self):\n self.assertEquals(\n self.adl.read(\"adl://foo_store.azuredatalakestore.net/path/to/file\"), [\"a\", \"b\", \"c\"]\n )\nself.fakeFile.__iter__.assert_called_once_with()\n\n def test_write_opens_file_and_writes_to_it(self):\n self.adl.write(\"hello world\", \"adl://foo_store.azuredatalakestore.net/path/to/file\")\n self.fakeFile.write.assert_called_once_with(b\"hello world\")"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Unterminated string literal at line 12\n \u2022 IndentationError at line 24\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
7cfd01e468c618706379749c3f05781c60e2fe7b
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from django.views.generic import CreateView from django.urls import reverse_lazy from .forms import CustomUserCreationForm class SignUpView(CreateView): form_class = CustomUserCreationForm success_url = reverse_lazy('login') template_name = 'signup.html'
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 7 Unexpected indentation at line 8 💡 Suggestions: Add docstring to class 'SignUpView'
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intermediate
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database
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debugging
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Pythoncode:Python
| 0
| 1
| 259
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.views.generic import CreateView\nfrom django.urls import reverse_lazy\nfrom .forms import CustomUserCreationForm\n\nclass SignUpView(CreateView):\n\tform_class = CustomUserCreationForm\n\tsuccess_url = reverse_lazy('login')\n\ttemplate_name = 'signup.html'"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'SignUpView'"}]
| false
| null | null | null |
7cfd39821c7ad2ac471f6e189d3999d3560e833a
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: try: from typing import * # noqa: F401, F403 except ImportError: from .typing_stubs import * # type: ignore # noqa: F401, F403
|
Code Review: ⚠️ Code quality: Avoid 'import *' at line 2 - import specific names Avoid 'import *' at line 4 - import specific names
|
beginner
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general
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code_review
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Pythoncode:Python
| 0
| 0
| 137
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ntry:\n from typing import * # noqa: F401, F403\nexcept ImportError:\n from .typing_stubs import * # type: ignore # noqa: F401, F403"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Avoid 'import *' at line 2 - import specific names\n Avoid 'import *' at line 4 - import specific names"}]
| false
| null | null | null |
7cfe95c6759feee2397de3f952b5fd6bdfa39ca2
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import torch import torch.nn as nn class WordDropout(nn.Module): """ A word dropout layer that's designed for embedded inputs (e.g., any inputs to an LSTM layer). Given a batch of embedded inputs, this layer randomly set some of them to be a replacement state. Note that this layer assumes the last dimension of the input to be the hidden dimension of a unit. """ def __init__(self, dropprob): super().__init__() self.dropprob = dropprob def forward(self, x, replacement=None): if not self.training or self.dropprob == 0: return x masksize = [y for y in x.size()] masksize[-1] = 1 dropmask = torch.rand(*masksize, device=x.device) < self.dropprob res = x.masked_fill(dropmask, 0) if replacement is not None: res = res + dropmask.float() * replacement return res def extra_repr(self): return 'p={}'.format(self.dropprob) class LockedDropout(nn.Module): """ A variant of dropout layer that consistently drops out the same parameters over time. Also known as the variational dropout. This implementation was modified from the LockedDropout implementation in the flair library (https://github.com/zalandoresearch/flair). """ def __init__(self, dropprob, batch_first=True): super().__init__() self.dropprob = dropprob self.batch_first = batch_first def forward(self, x): if not self.training or self.dropprob == 0: return x if not self.batch_first: m = x.new_empty(1, x.size(1), x.size(2), requires_grad=False).bernoulli_(1 - self.dropprob) else: Error: Logic Error / Incomplete Statement
|
Fixed Code: import torch import torch.nn as nn class WordDropout(nn.Module): """ A word dropout layer that's designed for embedded inputs (e.g., any inputs to an LSTM layer). Given a batch of embedded inputs, this layer randomly set some of them to be a replacement state. Note that this layer assumes the last dimension of the input to be the hidden dimension of a unit. """ def __init__(self, dropprob): super().__init__() self.dropprob = dropprob def forward(self, x, replacement=None): if not self.training or self.dropprob == 0: return x masksize = [y for y in x.size()] masksize[-1] = 1 dropmask = torch.rand(*masksize, device=x.device) < self.dropprob Explanation: Complete if-else statement
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advanced
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api
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error_fixing
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Pythoncode:Python
| 9
| 3
| 1,683
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\n\nclass WordDropout(nn.Module):\n \"\"\" A word dropout layer that's designed for embedded inputs (e.g., any inputs to an LSTM layer).\n Given a batch of embedded inputs, this layer randomly set some of them to be a replacement state.\n Note that this layer assumes the last dimension of the input to be the hidden dimension of a unit.\n \"\"\"\n def __init__(self, dropprob):\n super().__init__()\n self.dropprob = dropprob\n\n def forward(self, x, replacement=None):\n if not self.training or self.dropprob == 0:\n return x\n\n masksize = [y for y in x.size()]\n masksize[-1] = 1\n dropmask = torch.rand(*masksize, device=x.device) < self.dropprob\n\n res = x.masked_fill(dropmask, 0)\n if replacement is not None:\n res = res + dropmask.float() * replacement\n\n return res\n \n def extra_repr(self):\n return 'p={}'.format(self.dropprob)\n\nclass LockedDropout(nn.Module):\n \"\"\"\n A variant of dropout layer that consistently drops out the same parameters over time. Also known as the variational dropout. \n This implementation was modified from the LockedDropout implementation in the flair library (https://github.com/zalandoresearch/flair).\n \"\"\"\n def __init__(self, dropprob, batch_first=True):\n super().__init__()\n self.dropprob = dropprob\n self.batch_first = batch_first\n\n def forward(self, x):\n if not self.training or self.dropprob == 0:\n return x\n\n if not self.batch_first:\n m = x.new_empty(1, x.size(1), x.size(2), requires_grad=False).bernoulli_(1 - self.dropprob)\n else:\n\n Error: Logic Error / Incomplete Statement"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport torch\nimport torch.nn as nn\n\nclass WordDropout(nn.Module):\n \"\"\" A word dropout layer that's designed for embedded inputs (e.g., any inputs to an LSTM layer).\n Given a batch of embedded inputs, this layer randomly set some of them to be a replacement state.\n Note that this layer assumes the last dimension of the input to be the hidden dimension of a unit.\n \"\"\"\n def __init__(self, dropprob):\n super().__init__()\n self.dropprob = dropprob\n\n def forward(self, x, replacement=None):\n if not self.training or self.dropprob == 0:\n return x\n\n masksize = [y for y in x.size()]\n masksize[-1] = 1\n dropmask = torch.rand(*masksize, device=x.device) < self.dropprob\n\n\n Explanation: Complete if-else statement"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
7cfea92f95c14fb4efaa051120fc4e6f1facdf01
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ 读取PDF文件 Version: 0.1 Author: BDFD Date: 2018-03-26 """ from PyPDF2 import PdfFileReader with open('./res/Python课程大纲.pdf', 'rb') as f: reader = PdfFileReader(f, strict=False) print(reader.numPages) if reader.isEncrypted: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: reader.decrypt('') current_page = reader.getPage(5) print(current_page) print(current_page.extractText())
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 238
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\n\u8bfb\u53d6PDF\u6587\u4ef6\n\nVersion: 0.1\nAuthor: BDFD\nDate: 2018-03-26\n\"\"\"\n\nfrom PyPDF2 import PdfFileReader\n\nwith open('./res/Python\u8bfe\u7a0b\u5927\u7eb2.pdf', 'rb') as f:\n reader = PdfFileReader(f, strict=False)\n print(reader.numPages)\n if reader.isEncrypted:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n reader.decrypt('')\n current_page = reader.getPage(5)\n print(current_page)\n print(current_page.extractText())"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
7cff5cb6c2fef0ecc0f5ac6be8e4bd36f4fe013c
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- __author__ = 'ipetrash' from PyQt5 import QtWidgets as qtw from PyQt5.QtTest import QTest import time import requests from bs4 import BeautifulSoup from console import get_inherited_children, ROOT_URL class MainWindow(qtw.QMainWindow): def __init__(self): super().__init__() self.setWindowTitle('qt__class_tree__parse_and_print__recursively__from__doc_qt_io') self.tree = qtw.QTreeWidget() self.tree.setAlternatingRowColors(True) self.tree.setHeaderLabel('NAME') self.setCentralWidget(self.tree) self.number_total_class = 0 def _fill_root(self, node: qtw.QTreeWidgetItem, url: str, global_number: int, indent_level=0): if global_number > 0 and self.number_total_class >= global_number: return QTest.qWait(1000) indent = ' ' * indent_level rs = requests.get(url) root = BeautifulSoup(rs.content, 'html.parser') name_class = root.select_one('.context > .title').text.split()[0] inherited_children = get_inherited_children(url, root) number_inherited_children = len(inherited_children) if number_inherited_children > 0: name_class = '{} ({})'.format(name_class, number_inherited_children) print(indent + name_class + ':') else: print(indent + name_class) item = qtw.QTreeWidgetItem([name_class]) if not node: se Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- __author__ = 'ipetrash' from PyQt5 import QtWidgets as qtw from PyQt5.QtTest import QTest import time import requests from bs4 import BeautifulSoup from console import get_inherited_children, ROOT_URL class MainWindow(qtw.QMainWindow): def __init__(self): super().__init__() Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 4
| 1
| 1,495
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\n__author__ = 'ipetrash'\n\n\nfrom PyQt5 import QtWidgets as qtw\nfrom PyQt5.QtTest import QTest\n\nimport time\nimport requests\nfrom bs4 import BeautifulSoup\n\nfrom console import get_inherited_children, ROOT_URL\n\n\nclass MainWindow(qtw.QMainWindow):\n def __init__(self):\n super().__init__()\n\n self.setWindowTitle('qt__class_tree__parse_and_print__recursively__from__doc_qt_io')\n\n self.tree = qtw.QTreeWidget()\n self.tree.setAlternatingRowColors(True)\n self.tree.setHeaderLabel('NAME')\n\n self.setCentralWidget(self.tree)\n\n self.number_total_class = 0\n\n def _fill_root(self, node: qtw.QTreeWidgetItem, url: str, global_number: int, indent_level=0):\n if global_number > 0 and self.number_total_class >= global_number:\n return\n\n QTest.qWait(1000)\n\n indent = ' ' * indent_level\n\n rs = requests.get(url)\n root = BeautifulSoup(rs.content, 'html.parser')\n\n name_class = root.select_one('.context > .title').text.split()[0]\n\n inherited_children = get_inherited_children(url, root)\n number_inherited_children = len(inherited_children)\n if number_inherited_children > 0:\n name_class = '{} ({})'.format(name_class, number_inherited_children)\n print(indent + name_class + ':')\n else:\n print(indent + name_class)\n\n item = qtw.QTreeWidgetItem([name_class])\n\n if not node:\n se\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\n__author__ = 'ipetrash'\n\n\nfrom PyQt5 import QtWidgets as qtw\nfrom PyQt5.QtTest import QTest\n\nimport time\nimport requests\nfrom bs4 import BeautifulSoup\n\nfrom console import get_inherited_children, ROOT_URL\n\n\nclass MainWindow(qtw.QMainWindow):\n def __init__(self):\n super().__init__()\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cff626ae151f2363fd9919cb12cd92f5b8974de
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # encoding=utf8 # IBM_PROLOG_BEGIN_TAG # This is an automatically generated prolog. # # $Source: op-test-framework/common/OpTestASM.py $ # # OpenPOWER Automated Test Project # # Contributors Listed Below - COPYRIGHT 2017 # [+] International Business Machines Corp. # # # 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. # # IBM_PROLOG_END_TAG class OpTestASM: def __init__(self, i_fspIP, i_fspUser, i_fspPasswd): self.host_name = i_fspIP self.user_name = i_fspUser self.password = i_fspPasswd self.url = "https://%s/cgi-bin/cgi?" % self.host_name self.cj = http.cookiejar.CookieJar() context = ssl.create_default_context() context.check_hostname = False context.verify_mode = ssl.CERT_NONE opener = urllib.request.build_opener(urllib.request.HTTPSHandler(context=context)) opener.addheaders = [('User-agent', 'LTCTest')] opener.add_handler(urllib.request.HTTPCookieProcessor(self.cj)) urllib.request.install_opener(opener) self.setforms() def setforms(self): if "FW860" in self.ver(): self.hrdwr = 'p8' ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.frms = {'pwr': '59', 'dbg': '78', 'immpwroff': '32'} else: self.hrdwr = 'p7'
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 5
| 1
| 1,652
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n# encoding=utf8\n# IBM_PROLOG_BEGIN_TAG\n# This is an automatically generated prolog.\n#\n# $Source: op-test-framework/common/OpTestASM.py $\n#\n# OpenPOWER Automated Test Project\n#\n# Contributors Listed Below - COPYRIGHT 2017\n# [+] International Business Machines Corp.\n#\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. See the License for the specific language governing\n# permissions and limitations under the License.\n#\n# IBM_PROLOG_END_TAG\n\nclass OpTestASM:\n def __init__(self, i_fspIP, i_fspUser, i_fspPasswd):\n self.host_name = i_fspIP\n self.user_name = i_fspUser\n self.password = i_fspPasswd\n self.url = \"https://%s/cgi-bin/cgi?\" % self.host_name\n self.cj = http.cookiejar.CookieJar()\n context = ssl.create_default_context()\n context.check_hostname = False\n context.verify_mode = ssl.CERT_NONE\n opener = urllib.request.build_opener(urllib.request.HTTPSHandler(context=context))\n opener.addheaders = [('User-agent', 'LTCTest')]\n opener.add_handler(urllib.request.HTTPCookieProcessor(self.cj))\n urllib.request.install_opener(opener)\n self.setforms()\n\n def setforms(self):\n if \"FW860\" in self.ver():\n self.hrdwr = 'p8'\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.frms = {'pwr': '59',\n 'dbg': '78',\n 'immpwroff': '32'}\n else:\n self.hrdwr = 'p7'"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
7cffa5673d098c5404a18e4042db11fef2170e1f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/python3.4 __author__ = "Jeremy Rabasco" import sys import os sys.path.append("..") import unittest from modules import storage from modules.service import Service from modules.database import Database class TestStorage(unittest.TestCase): def setUp(self): self.service = Service() self.database = Database() open("test.service", "w+").close() open("test.db", "w+").close() def test_write_read_service(self): self.service.service_name = "Hello" self.service.username = "This" self.service.password = "Works" storage.write("test", self.service, "test.service") service2 = Service() storage.read("test", service2, "test.service") self.assertEqual(service2.service_name, self.service.service_name) self.assertEqual(service2.username, self.service.username) self.assertEqual(service2.password, self.service.password) def test_write_read_database(self): self.database.add_service(Service()) self.database.add_service(Service()) self.database.name = "Hey" storage.write("test", self.database, "test.db") database2 = Database() storage.read("test", database2, "test.db") self.assertEqual(database2.name, self.database.name) for i in range(len(self.database.services)): self.assertEqual(database2.services[i].service_name, self.database.services[i].service_name) self.assertEqual(database2.services[i].username, self.database.services[i].username) self.assertEqual(database2.services[i].password, self.database.services[i].password) def tearDown(self): os.remove(os.getcwd() + "/test.service") os.remove(os.getcwd() + "/test.db") if __name__ == "__main__": unittest.main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 1
| 1,824
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/python3.4\n__author__ = \"Jeremy Rabasco\"\n\nimport sys\nimport os\nsys.path.append(\"..\")\nimport unittest\nfrom modules import storage\nfrom modules.service import Service\nfrom modules.database import Database\n\n\nclass TestStorage(unittest.TestCase):\n\n def setUp(self):\n self.service = Service()\n self.database = Database()\n open(\"test.service\", \"w+\").close()\n open(\"test.db\", \"w+\").close()\n\n def test_write_read_service(self):\n self.service.service_name = \"Hello\"\n self.service.username = \"This\"\n self.service.password = \"Works\"\n\n storage.write(\"test\", self.service, \"test.service\")\n service2 = Service()\n storage.read(\"test\", service2, \"test.service\")\n self.assertEqual(service2.service_name, self.service.service_name)\n self.assertEqual(service2.username, self.service.username)\n self.assertEqual(service2.password, self.service.password)\n\n def test_write_read_database(self):\n self.database.add_service(Service())\n self.database.add_service(Service())\n self.database.name = \"Hey\"\n\n storage.write(\"test\", self.database, \"test.db\")\n database2 = Database()\n storage.read(\"test\", database2, \"test.db\")\n self.assertEqual(database2.name, self.database.name)\n for i in range(len(self.database.services)):\n self.assertEqual(database2.services[i].service_name, self.database.services[i].service_name)\n self.assertEqual(database2.services[i].username, self.database.services[i].username)\n self.assertEqual(database2.services[i].password, self.database.services[i].password)\n\n def tearDown(self):\n os.remove(os.getcwd() + \"/test.service\")\n os.remove(os.getcwd() + \"/test.db\")\n\nif __name__ == \"__main__\":\n unittest.main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6b00216e5015b612b495eca186f46004bdc92b04
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright: (c) 2012, Michael DeHaan <michael.dehaan@gmail.com> # Copyright: (c) 2012-17, Ansible Project # GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)
|
Syntax Analysis:
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 1
| 199
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright: (c) 2012, Michael DeHaan <michael.dehaan@gmail.com>\n# Copyright: (c) 2012-17, Ansible Project\n# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6b00e8ebc8e80cec62f2565854961c322350a073
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from setuptools import setup, find_packages from os.path import join, dirname setup( name="fant_sizer", version="0.7", author="Rypiuk Oleksandr", author_email="ripiuk96@gmail.com", description="fant_sizer command-line file-information", url="https://github.com/ripiuk/fant_sizer", keywords="file command-line information size tool recursively", license="MIT", classifiers=[ 'Topic :: Utilities', 'Environment :: Console', 'Natural Language :: English', 'License :: OSI Approved :: MIT License', 'Intended Audience :: Developers', 'Intended Audience :: Information Technology', 'Development Status :: 5 - Production/Stable', 'Programming Language :: Python :: 3.6' ], packages=find_packages(), long_description=open(join(dirname(__file__), "README.rst")).read(), entry_points={ "console_scripts": ['fant_sizer = fant_sizer.fant_sizer:_main'], }, )
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,096
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom setuptools import setup, find_packages\nfrom os.path import join, dirname\n\nsetup(\n name=\"fant_sizer\",\n version=\"0.7\",\n author=\"Rypiuk Oleksandr\",\n author_email=\"ripiuk96@gmail.com\",\n description=\"fant_sizer command-line file-information\",\n url=\"https://github.com/ripiuk/fant_sizer\",\n keywords=\"file command-line information size tool recursively\",\n license=\"MIT\",\n classifiers=[\n 'Topic :: Utilities',\n 'Environment :: Console',\n 'Natural Language :: English',\n 'License :: OSI Approved :: MIT License',\n 'Intended Audience :: Developers',\n 'Intended Audience :: Information Technology',\n 'Development Status :: 5 - Production/Stable',\n 'Programming Language :: Python :: 3.6'\n ],\n packages=find_packages(),\n long_description=open(join(dirname(__file__), \"README.rst\")).read(),\n entry_points={\n \"console_scripts\":\n ['fant_sizer = fant_sizer.fant_sizer:_main'],\n },\n )"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
6b01058178b8f414abe46085a609e4696e9cb097
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def solve(): # Read input R, C, H, V = map(int, input().split()) choco = [] for _ in range(R): choco.append([0] * C) choco_row, choco_col = [0]*R, [0]*C num_choco = 0 for i in range(R): row = input() for j in range(C): if row[j] == '@': choco_col[j] += 1 choco[i][j] = 1 choco_row[i] = row.count('@') num_choco += choco_row[i] # Find H and V cuts if num_choco == 0: return 'POSSIBLE' H_idx, V_idx = [], [] flag = True if num_choco%(H+1)==0 and num_choco%(V+1)==0: num_choco_h = num_choco/(H+1) num_choco_v = num_choco/(V+1) accum = 0 for i, r in enumerate(choco_row): accum += r if accum == num_choco_h: accum = 0 H_idx.append(i) elif accum > num_choco_h: flag = False break if not flag: return 'IMPOSSIBLE' accum = 0 for i, c in enumerate(choco_col): accum += c if accum == num_choco_v: accum = 0 V_idx.append(i) elif accum > num_choco_v:
|
flag = False break if not flag: return 'IMPOSSIBLE' else: return 'IMPOSSIBLE' # Check each piece r_from = 0 num_prev = None for r in H_idx: c_from = 0 for c in V_idx: num = 0 for i in range(r_from, r+1): for j in range(c_from, c+1): num += choco[i][j] if num_prev is None: num_prev = num elif num_prev != num: return 'IMPOSSIBLE' c_from = c+1 r_from = r+1 return 'POSSIBLE' if __name__ == '__main__': T = int(input()) for t in range(T): print('Case #{}: {}'.format(t+1, solve()))
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,957
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef solve():\n # Read input\n R, C, H, V = map(int, input().split())\n choco = []\n for _ in range(R):\n choco.append([0] * C)\n choco_row, choco_col = [0]*R, [0]*C\n num_choco = 0\n for i in range(R):\n row = input()\n for j in range(C):\n if row[j] == '@':\n choco_col[j] += 1\n choco[i][j] = 1\n choco_row[i] = row.count('@')\n num_choco += choco_row[i]\n # Find H and V cuts\n if num_choco == 0:\n return 'POSSIBLE'\n H_idx, V_idx = [], []\n flag = True\n if num_choco%(H+1)==0 and num_choco%(V+1)==0:\n num_choco_h = num_choco/(H+1)\n num_choco_v = num_choco/(V+1)\n accum = 0\n for i, r in enumerate(choco_row):\n accum += r\n if accum == num_choco_h:\n accum = 0\n H_idx.append(i)\n elif accum > num_choco_h:\n flag = False\n break\n if not flag:\n return 'IMPOSSIBLE'\n accum = 0\n for i, c in enumerate(choco_col):\n accum += c\n if accum == num_choco_v:\n accum = 0\n V_idx.append(i)\n elif accum > num_choco_v:"}, {"role": "assistant", "content": "\n flag = False\n break\n if not flag:\n return 'IMPOSSIBLE'\n else:\n return 'IMPOSSIBLE'\n # Check each piece\n r_from = 0\n num_prev = None\n for r in H_idx:\n c_from = 0\n for c in V_idx:\n num = 0\n for i in range(r_from, r+1):\n for j in range(c_from, c+1):\n num += choco[i][j]\n if num_prev is None:\n num_prev = num\n elif num_prev != num:\n return 'IMPOSSIBLE'\n c_from = c+1\n r_from = r+1\n return 'POSSIBLE'\n\nif __name__ == '__main__':\n T = int(input())\n for t in range(T):\n print('Case #{}: {}'.format(t+1, solve()))"}]
| false
| null | null | null |
6b032c5cf849bb1b6a9241eb068c04ff780d5adc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # Licensed to Cloudera, Inc. under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. Cloudera, Inc. 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 logging from django.contrib.auth.models import User from nose.plugins.attrib import attr from nose.tools import assert_equal, assert_true, assert_not_equal from hadoop import cluster, pseudo_hdfs4 from hadoop.conf import HDFS_CLUSTERS, MR_CLUSTERS, YARN_CLUSTERS from liboozie.submittion import Submission from oozie.tests import OozieMockBase from desktop.lib.test_utils import clear_sys_caches from desktop.lib.django_test_util import make_logged_in_client def test_copy_files(): cluster = pseudo_hdfs4.shared_cluster() try: c = make_logged_in_client() user = User.objects.get(username='test') prefix = '/tmp/test_copy_files' if cluster.fs.exists(prefix): cluster.fs.rmtree(prefix)
|
# Jars in various locations deployment_dir = '%s/workspace' % prefix external_deployment_dir = '%s/deployment' % prefix jar_1 = '%s/udf1.jar' % prefix jar_2 = '%s/lib/udf2.jar' % prefix jar_3 = '%s/udf3.jar' % deployment_dir jar_4 = '%s/lib/udf4.jar' % deployment_dir # Never move cluster.fs.mkdir(prefix) cluster.fs.create(jar_1) cluster.fs.create(jar_2) cluster.fs.create(jar_3) cluster.fs.create(jar_4) class MockNode(): def __init__(self, jar_path): self.jar_path = jar_path class MockJob(): def __init__(self): self.node_list = [ MockNode(jar_1), MockNode(jar_2), MockNode(jar_3), MockNode(jar_4), ] ... [10 more functiondefs truncated] ...
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advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 2
| 2,315
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# Licensed to Cloudera, Inc. under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. Cloudera, Inc. 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, 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 logging\n\nfrom django.contrib.auth.models import User\nfrom nose.plugins.attrib import attr\nfrom nose.tools import assert_equal, assert_true, assert_not_equal\n\nfrom hadoop import cluster, pseudo_hdfs4\nfrom hadoop.conf import HDFS_CLUSTERS, MR_CLUSTERS, YARN_CLUSTERS\n\nfrom liboozie.submittion import Submission\nfrom oozie.tests import OozieMockBase\nfrom desktop.lib.test_utils import clear_sys_caches\nfrom desktop.lib.django_test_util import make_logged_in_client\n\n\ndef test_copy_files():\n cluster = pseudo_hdfs4.shared_cluster()\n\n try:\n c = make_logged_in_client()\n user = User.objects.get(username='test')\n\n prefix = '/tmp/test_copy_files'\n\n if cluster.fs.exists(prefix):\n cluster.fs.rmtree(prefix)"}, {"role": "assistant", "content": "\n\n # Jars in various locations\n deployment_dir = '%s/workspace' % prefix\n external_deployment_dir = '%s/deployment' % prefix\n jar_1 = '%s/udf1.jar' % prefix\n jar_2 = '%s/lib/udf2.jar' % prefix\n jar_3 = '%s/udf3.jar' % deployment_dir\n jar_4 = '%s/lib/udf4.jar' % deployment_dir # Never move\n\n cluster.fs.mkdir(prefix)\n cluster.fs.create(jar_1)\n cluster.fs.create(jar_2)\n cluster.fs.create(jar_3)\n cluster.fs.create(jar_4)\n\n class MockNode():\n def __init__(self, jar_path):\n self.jar_path = jar_path\n\n class MockJob():\n def __init__(self):\n self.node_list = [\n MockNode(jar_1),\n MockNode(jar_2),\n MockNode(jar_3),\n MockNode(jar_4),\n ]\n\n\n ... [10 more functiondefs truncated] ..."}]
| false
| null | null | null |
6b041831b70999f5552fbde4cf4fd10965b426d5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch.nn as nn import torch.optim as optim import torch.utils.data from Training import functions from Training.imresize import imresize import matplotlib.pyplot as plt from Models.pix2pixHD_base import GANLoss, VGGLoss from Models.pix2pixHD2 import mask2onehot class Losses(): def __init__(self, opt): self.criterionGAN = GANLoss(not opt.no_lsgan) self.criterionFeat = nn.L1Loss() if opt.contour: self.crossEntropy = nn.BCEWithLogitsLoss()
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 488
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch.nn as nn\nimport torch.optim as optim\nimport torch.utils.data\nfrom Training import functions\nfrom Training.imresize import imresize\nimport matplotlib.pyplot as plt\nfrom Models.pix2pixHD_base import GANLoss, VGGLoss\nfrom Models.pix2pixHD2 import mask2onehot\n\nclass Losses():\n def __init__(self, opt):\n self.criterionGAN = GANLoss(not opt.no_lsgan)\n self.criterionFeat = nn.L1Loss()\n if opt.contour:\n self.crossEntropy = nn.BCEWithLogitsLoss()"}, {"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
|
6b04b9ebe40e4d32dbf9b4d850ad1eefd373d8ea
|
TheStack--python--000.parquet
|
Explain 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 tvm from tvm import te def test_double_buffer(): dtype = 'int64' n = 100 m = 4 tx = te.thread_axis("threadIdx.x") ib = tvm.tir.ir_builder.create() A = ib.pointer("float32", name="A") C = ib.pointer("float32", name="C") ib.scope_attr(tx, "thread_extent", 1) with ib.for_range(0, n) as i: B = ib.allocate("float32", m, name="B", scope="shared") with ib.new_scope(): ib.scope_attr(B.asobject(), "double_buffer_scope", 1) with ib.for_range(0, m) as j: B[j] = A[i * 4 + j] with ib.for_range(0, m) as j: C[j] = B[j] + 1 stmt = ib.get() stmt = tvm.tir.ir_pass.InjectDoubleBuffer(stmt, 2) stmt = tvm.tir.ir_pass.Simplify(stmt) assert isinstance(stmt.body.body, tvm.tir.Allocate) assert stmt.body.body.extents[0].value == 2 mod = tvm.IRModule({ "db" : tvm.tir.PrimFunc([A.asobject(), C.asobject()], stmt) }) f = tvm.tir.transform.ThreadSync("shared")(mod)["db"] count = [0] def count_sync(op): if isinstance(op, tvm.tir.Call) and op.name == "tvm_storage_sync": count[0] += 1 tvm.tir.ir_pass.PostOrderVisit(f.body, count_sync) assert count[0] == 4 if __name__ == "__main__": test_double_buffer()
|
Functions: test_double_buffer, count_sync This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 2,074
| true
|
[{"role": "user", "content": "Explain 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.\nimport tvm\nfrom tvm import te\n\ndef test_double_buffer():\n dtype = 'int64'\n n = 100\n m = 4\n tx = te.thread_axis(\"threadIdx.x\")\n ib = tvm.tir.ir_builder.create()\n A = ib.pointer(\"float32\", name=\"A\")\n C = ib.pointer(\"float32\", name=\"C\")\n ib.scope_attr(tx, \"thread_extent\", 1)\n with ib.for_range(0, n) as i:\n B = ib.allocate(\"float32\", m, name=\"B\", scope=\"shared\")\n with ib.new_scope():\n ib.scope_attr(B.asobject(), \"double_buffer_scope\", 1)\n with ib.for_range(0, m) as j:\n B[j] = A[i * 4 + j]\n with ib.for_range(0, m) as j:\n C[j] = B[j] + 1\n\n stmt = ib.get()\n stmt = tvm.tir.ir_pass.InjectDoubleBuffer(stmt, 2)\n stmt = tvm.tir.ir_pass.Simplify(stmt)\n assert isinstance(stmt.body.body, tvm.tir.Allocate)\n assert stmt.body.body.extents[0].value == 2\n mod = tvm.IRModule({\n \"db\" : tvm.tir.PrimFunc([A.asobject(), C.asobject()], stmt)\n })\n f = tvm.tir.transform.ThreadSync(\"shared\")(mod)[\"db\"]\n count = [0]\n def count_sync(op):\n if isinstance(op, tvm.tir.Call) and op.name == \"tvm_storage_sync\":\n count[0] += 1\n tvm.tir.ir_pass.PostOrderVisit(f.body, count_sync)\n assert count[0] == 4\n\n\nif __name__ == \"__main__\":\n test_double_buffer()"}, {"role": "assistant", "content": " Functions: test_double_buffer, count_sync\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6b04db30f6d56200725a9e9d3be9cbc67d645d65
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import requests from sense_hat import SenseHat import smbus import time while True: try: pressure=0 sense = SenseHat() pressure = sense.get_pressure() data = {'pressure':pressure} print(pressure) #send http request to sense serverless function with pressure #data r=requests.post('http://127.0.0.1:8080/function/sensor',data) print(r.text) Error: SyntaxError: unterminated string literal
|
Fixed Code: import requests from sense_hat import SenseHat import smbus import time while True: try: pressure=0 sense = SenseHat() pressure = sense.get_pressure() data = {'pressure':pressure} print(pressure) #send http request to sense serverless function with pressure #data r=requests.post('http://127.0.0.1:8080/function/sensor',data) print(r.text) sense=SenseHat() sense.show_message(r.text) Explanation: Close the string literal with matching quote
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 400
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport requests \nfrom sense_hat import SenseHat\nimport smbus\nimport time\n\nwhile True:\n try:\n pressure=0\n\tsense = SenseHat()\n\tpressure = sense.get_pressure()\n data = {'pressure':pressure}\n\tprint(pressure)\n\n #send http request to sense serverless function with pressure\n #data\n\n r=requests.post('http://127.0.0.1:8080/function/sensor',data)\n print(r.text)\n\t\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport requests \nfrom sense_hat import SenseHat\nimport smbus\nimport time\n\nwhile True:\n try:\n pressure=0\n\tsense = SenseHat()\n\tpressure = sense.get_pressure()\n data = {'pressure':pressure}\n\tprint(pressure)\n\n #send http request to sense serverless function with pressure\n #data\n\n r=requests.post('http://127.0.0.1:8080/function/sensor',data)\n print(r.text)\n\tsense=SenseHat()\n\tsense.show_message(r.text)\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
6b052c373e2583931e7668595c831adfd5fed432
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 # Space Invadersishkebab. from trabant import * # ASCII geometries. shipascii = r''' /\ /XXXXXXXX\ v v ''' invader = r''' /XXXXXX\ /XXXXXXXX\ XXXXXXXXXX XX XX XX \XXXXXXXX/ /XX XX\ /X/ \/ \X\ X/ \X ''' cam(distance=250) gravity((0,0,0)) ship = create_ascii_object(shipascii, pos=(0,0,-100), col='#070') shots = [] invaderspeeds,isi = [(25,0,0), (0,0,-10), (-25,0,0), (0,0,-10)],0 invaders = set() for y in range(2): for x in range(8): invaders.add(create_ascii_object(invader, pos=(x*25-130,0,100-y*20), col=rndvec().abs(), physmesh=True)) for invader in invaders: invader.vel(invaderspeeds[0]) while loop(): # Steering. vel = keydir()*50 + tapdir(ship.pos())*4 ship.vel((vel.x,0,0)) # Only move in X. # Shooting. is_tap_close = taps() and tapdir(ship.pos()).x < 3 is_shooting = 'Space' in keys() or 'LCtrl' in keys() or is_tap_close if is_shooting and timeout(0.7, first_hit=True): shots += [create_sphere(ship.pos()+vec3(0,0,10), vel=(0,0,200), col='#fff')] sound(sound_bang, shots[-1].pos()) # Run invaders. if timeout(3, timer='invaders'): isi = (isi+1)%len(invaderspeeds) [i.vel(invaderspeeds[isi]) for i in invaders] # Check collisions, make explosions. for o in collided_objects(): if o in invaders: invaders.remove(o) explode(o.pos(),o.vel(),5) elif o == ship: while loop(): pass o.release()
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
oop
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 1,528
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Space Invadersishkebab.\n\nfrom trabant import *\n\n# ASCII geometries.\nshipascii = r'''\n /\\\n/XXXXXXXX\\\nv v\n'''\ninvader = r'''\n /XXXXXX\\\n /XXXXXXXX\\\n XXXXXXXXXX\n XX XX XX\n \\XXXXXXXX/\n /XX XX\\\n /X/ \\/ \\X\\\n X/ \\X\n'''\n\ncam(distance=250)\ngravity((0,0,0))\n\nship = create_ascii_object(shipascii, pos=(0,0,-100), col='#070')\nshots = []\ninvaderspeeds,isi = [(25,0,0), (0,0,-10), (-25,0,0), (0,0,-10)],0\ninvaders = set()\nfor y in range(2):\n for x in range(8):\n invaders.add(create_ascii_object(invader, pos=(x*25-130,0,100-y*20), col=rndvec().abs(), physmesh=True))\nfor invader in invaders:\n invader.vel(invaderspeeds[0])\n\nwhile loop():\n # Steering.\n vel = keydir()*50 + tapdir(ship.pos())*4\n ship.vel((vel.x,0,0)) # Only move in X.\n\n # Shooting.\n is_tap_close = taps() and tapdir(ship.pos()).x < 3\n is_shooting = 'Space' in keys() or 'LCtrl' in keys() or is_tap_close\n if is_shooting and timeout(0.7, first_hit=True):\n shots += [create_sphere(ship.pos()+vec3(0,0,10), vel=(0,0,200), col='#fff')]\n sound(sound_bang, shots[-1].pos())\n\n # Run invaders.\n if timeout(3, timer='invaders'):\n isi = (isi+1)%len(invaderspeeds)\n [i.vel(invaderspeeds[isi]) for i in invaders]\n\n # Check collisions, make explosions.\n for o in collided_objects():\n if o in invaders:\n invaders.remove(o)\n explode(o.pos(),o.vel(),5)\n elif o == ship:\n while loop():\n pass\n o.release()"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6b0543a7aff4c6ab6b022a2d8e6d154ed4873777
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import math import torch import torch.nn as nn import torch.nn.functional as F import torch.utils.model_zoo as model_zoo from model.sync_batchnorm.batchnorm import SynchronizedBatchNorm2d def fixed_padding(inputs, kernel_size, dilation): kernel_size_effective = kernel_size + (kernel_size - 1) * (dilation - 1) pad_total = kernel_size_effective - 1 pad_beg = pad_total // 2 pad_end = pad_total - pad_beg padded_inputs = F.pad(inputs, (pad_beg, pad_end, pad_beg, pad_end)) return padded_inputs class SeparableConv2d(nn.Module): def __init__(self, inplanes, planes, kernel_size=3, stride=1, dilation=1, bias=False, BatchNorm=None): super(SeparableConv2d, self).__init__() self.conv1 = nn.Conv2d(inplanes, inplanes, kernel_size, stride, 0, dilation, groups=inplanes, bias=bias) self.bn = BatchNorm(inplanes) self.pointwise = nn.Conv2d(inplanes, planes, 1, 1, 0, 1, 1, bias=bias) def forward(self, x): x = fixed_padding(x, self.conv1.kernel_size[0], dilation=self.conv1.dilation[0]) x = self.conv1(x) x = self.bn(x) x = self.pointwise(x) return x class Block(nn.Module): def __init__(self, inplanes, planes, reps, stride=1, dilation=1, BatchNorm=None, start_with_relu=True, grow Error: SyntaxError / EOF
|
Fixed Code: import math import torch import torch.nn as nn import torch.nn.functional as F import torch.utils.model_zoo as model_zoo from model.sync_batchnorm.batchnorm import SynchronizedBatchNorm2d def fixed_padding(inputs, kernel_size, dilation): kernel_size_effective = kernel_size + (kernel_size - 1) * (dilation - 1) pad_total = kernel_size_effective - 1 pad_beg = pad_total // 2 pad_end = pad_total - pad_beg padded_inputs = F.pad(inputs, (pad_beg, pad_end, pad_beg, pad_end)) return padded_inputs class SeparableConv2d(nn.Module): def __init__(self, inplanes, planes, kernel_size=3, stride=1, dilation=1, bias=False, BatchNorm=None): super(SeparableConv2d, self).__init__() Explanation: Complete the truncated code structure
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advanced
|
database
|
error_fixing
|
Pythoncode:Python
| 4
| 2
| 1,337
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport math\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nimport torch.utils.model_zoo as model_zoo\nfrom model.sync_batchnorm.batchnorm import SynchronizedBatchNorm2d\n\ndef fixed_padding(inputs, kernel_size, dilation):\n kernel_size_effective = kernel_size + (kernel_size - 1) * (dilation - 1)\n pad_total = kernel_size_effective - 1\n pad_beg = pad_total // 2\n pad_end = pad_total - pad_beg\n padded_inputs = F.pad(inputs, (pad_beg, pad_end, pad_beg, pad_end))\n return padded_inputs\n\n\nclass SeparableConv2d(nn.Module):\n def __init__(self, inplanes, planes, kernel_size=3, stride=1, dilation=1, bias=False, BatchNorm=None):\n super(SeparableConv2d, self).__init__()\n\n self.conv1 = nn.Conv2d(inplanes, inplanes, kernel_size, stride, 0, dilation,\n groups=inplanes, bias=bias)\n self.bn = BatchNorm(inplanes)\n self.pointwise = nn.Conv2d(inplanes, planes, 1, 1, 0, 1, 1, bias=bias)\n\n def forward(self, x):\n x = fixed_padding(x, self.conv1.kernel_size[0], dilation=self.conv1.dilation[0])\n x = self.conv1(x)\n x = self.bn(x)\n x = self.pointwise(x)\n return x\n\n\nclass Block(nn.Module):\n def __init__(self, inplanes, planes, reps, stride=1, dilation=1, BatchNorm=None,\n start_with_relu=True, grow\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport math\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nimport torch.utils.model_zoo as model_zoo\nfrom model.sync_batchnorm.batchnorm import SynchronizedBatchNorm2d\n\ndef fixed_padding(inputs, kernel_size, dilation):\n kernel_size_effective = kernel_size + (kernel_size - 1) * (dilation - 1)\n pad_total = kernel_size_effective - 1\n pad_beg = pad_total // 2\n pad_end = pad_total - pad_beg\n padded_inputs = F.pad(inputs, (pad_beg, pad_end, pad_beg, pad_end))\n return padded_inputs\n\n\nclass SeparableConv2d(nn.Module):\n def __init__(self, inplanes, planes, kernel_size=3, stride=1, dilation=1, bias=False, BatchNorm=None):\n super(SeparableConv2d, self).__init__()\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6b05df704fde4ca413cc3974d404975347c287a5
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from sendgrid import SendGridAPIClient from sendgrid.helpers.mail import Mail, Substitution API_KEY = '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' API_KEY_ID = 'egd1yywWRbeVF2gcGhTH2Q' ENCODING = "utf-8" DEFAULT_MAIL="irinam.bejan@gmail.com" def link(urlsafe): return "https://develop-dot-autonomus.appspot.com/events/details?event_id=" + urlsafe def send_newsletter(users, event1, event2): for user in users: send_mail(DEFAULT_MAIL, user.username, user.email, event1, event2) def send_mail(from_mail, username, to_mails, event1, event2): message = Mail( from_email=from_mail, to_emails=to_mails ) # Complete this line 'name': username, 'title1' : event1.title, 'src1' : link(event1.urlsafe), 'loc1': event1.location, 'date1': event1.date.strftime('%d-%m-%Y %H:%M'), 'title2' : event2.title, 'src2' : link(event2.urlsafe), 'loc2': event2.location, 'date2': event2.date.strftime('%d-%m-%Y %H:%M') } print('before') message.template_id = 'd-6607926b2aba4f8fba984dccdaa9ece6' client = SendGridAPIClient(API_KEY) response = client.send(message) code = response.status_code print('after') was_successful = lambda ret_code: ret_code // 100 in (2, 3) if not was_successful(code): raise Exception("Couldn't send e-mail: {} {}".format(code, response.body))
|
The missing line is: message.dynamic_template_data = {
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 1,430
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom sendgrid import SendGridAPIClient\nfrom sendgrid.helpers.mail import Mail, Substitution\n\nAPI_KEY = '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'\nAPI_KEY_ID = 'egd1yywWRbeVF2gcGhTH2Q'\n\nENCODING = \"utf-8\"\nDEFAULT_MAIL=\"irinam.bejan@gmail.com\"\n\n\ndef link(urlsafe):\n return \"https://develop-dot-autonomus.appspot.com/events/details?event_id=\" + urlsafe\n\n\ndef send_newsletter(users, event1, event2):\n for user in users:\n send_mail(DEFAULT_MAIL, user.username, user.email, event1, event2)\n\n\ndef send_mail(from_mail, username, to_mails, event1, event2):\n message = Mail(\n from_email=from_mail,\n to_emails=to_mails\n )\n \n # Complete this line\n 'name': username,\n 'title1' : event1.title,\n 'src1' : link(event1.urlsafe),\n 'loc1': event1.location,\n 'date1': event1.date.strftime('%d-%m-%Y %H:%M'),\n 'title2' : event2.title,\n 'src2' : link(event2.urlsafe),\n 'loc2': event2.location,\n 'date2': event2.date.strftime('%d-%m-%Y %H:%M')\n }\n \n print('before')\n message.template_id = 'd-6607926b2aba4f8fba984dccdaa9ece6'\n client = SendGridAPIClient(API_KEY)\n response = client.send(message)\n code = response.status_code\n print('after')\n was_successful = lambda ret_code: ret_code // 100 in (2, 3)\n if not was_successful(code):\n raise Exception(\"Couldn't send e-mail: {} {}\".format(code, response.body))"}, {"role": "assistant", "content": "The missing line is:\n message.dynamic_template_data = {"}]
| false
| null | null | null |
6b096c429c0f219b1a8f9aeb011545c4774f439d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # yellowbrick.features.pca # Decomposition based feature visualization with PCA. # # Author: Carlo Morales # Author: Raúl Peralta Lozada # Author: Benjamin Bengfort # Created: Tue May 23 18:34:27 2017 -0400 # # Copyright (C) 2017 The scikit-yb developers # For license information, see LICENSE.txt # # ID: pca.py [ cmorales@pacificmetrics.com $ ... [11 more classdefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 13 - expected ']' • Invalid syntax at line 16: ... [11 more classdefs truncated] ... Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review syntax near the error location
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 422
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# yellowbrick.features.pca\n# Decomposition based feature visualization with PCA.\n#\n# Author: Carlo Morales\n# Author: Ra\u00fal Peralta Lozada\n# Author: Benjamin Bengfort\n# Created: Tue May 23 18:34:27 2017 -0400\n#\n# Copyright (C) 2017 The scikit-yb developers\n# For license information, see LICENSE.txt\n#\n# ID: pca.py [ cmorales@pacificmetrics.com $\n\n\n ... [11 more classdefs 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 13 - expected ']'\n \u2022 Invalid syntax at line 16: ... [11 more classdefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
6b09dfca59db461ba56fcce8bea683cfe5b5f132
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright (c) 2020 Xiaomi Corporation (author: Haowen Qiu) # See ../../../LICENSE for clarification regarding multiple authors import torch from torch.utils.dlpack import to_dlpack from .fsa import Fsa from _k2host import _is_valid from _k2host import _is_top_sorted from _k2host import _is_arc_sorted from _k2host import _has_self_loops from _k2host import _is_acyclic from _k2host import _is_deterministic from _k2host import _is_epsilon_free from _k2host import _is_connected from _k2host import _is_empty def is_valid(fsa: Fsa) -> bool: return _is_valid(fsa.get_base()) def is_top_sorted(fsa: Fsa) -> bool: return _is_top_sorted(fsa.get_bas
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 25 - expected ')' • SyntaxError: '(' was never closed at line 25 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
general
|
syntax_repair
|
Pythoncode:Python
| 9
| 0
| 663
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright (c) 2020 Xiaomi Corporation (author: Haowen Qiu)\n\n# See ../../../LICENSE for clarification regarding multiple authors\n\nimport torch\nfrom torch.utils.dlpack import to_dlpack\n\nfrom .fsa import Fsa\nfrom _k2host import _is_valid\nfrom _k2host import _is_top_sorted\nfrom _k2host import _is_arc_sorted\nfrom _k2host import _has_self_loops\nfrom _k2host import _is_acyclic\nfrom _k2host import _is_deterministic\nfrom _k2host import _is_epsilon_free\nfrom _k2host import _is_connected\nfrom _k2host import _is_empty\n\n\ndef is_valid(fsa: Fsa) -> bool:\n return _is_valid(fsa.get_base())\n\n\ndef is_top_sorted(fsa: Fsa) -> bool:\n return _is_top_sorted(fsa.get_bas"}, {"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 25 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 25\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
6b09e9510878cd225e1975781111b1e1feae8734
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from .base import TelegramStructure, Field class PollOption(TelegramStructure): text = Field() voter_count = Field() def __init__(self, text: str, voter_count: int ): self.text = \ Field(text, [str]) self.voter_count = \ Field(voter_count, [int])
|
Functions: __init__ Classes: PollOption This code demonstrates Pythoncode:Python programming.
|
intermediate
|
oop
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 355
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom .base import TelegramStructure, Field\n\n\nclass PollOption(TelegramStructure):\n\n text = Field()\n voter_count = Field()\n\n def __init__(self,\n text: str,\n voter_count: int\n ):\n self.text = \\\n Field(text, [str])\n\n self.voter_count = \\\n Field(voter_count, [int])"}, {"role": "assistant", "content": " Functions: __init__\n Classes: PollOption\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
6b0a2521796cb92f0d1e011306fd05dc969275cf
|
TheStack--python--000.parquet
|
Find all 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 RViridislite(RPackage): """viridisLite: Default Color Maps from 'matplotlib' (Lite Version)"""
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 324
| true
|
[{"role": "user", "content": "Find all 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 RViridislite(RPackage):\n \"\"\"viridisLite: Default Color Maps from 'matplotlib' (Lite Version)\"\"\""}, {"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
|
6b0a3fda038a685ade7b25955f97976cdafc44a7
|
TheStack--python--000.parquet
|
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