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Find all errors in this Pythoncode:Python code: # The Topical Guide # Copyright 2010-2011 Brigham Young University # # This file is part of the Topical Guide <http://nlp.cs.byu.edu/topic_browser>. # # The Topical Guide is free software: you can redistribute it and/or modify it # under the terms of the GNU Affero General Public License as published by the # Free Software Foundation, either version 3 of the License, or (at your # option) any later version. # # The Topical Guide is distributed in the hope that it will be useful, but # WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or # FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License # for more details. # # You should have received a copy of the GNU Affero General Public License # along with the Topical Guide. If not, see <http://www.gnu.org/licenses/>. # # If you have inquiries regarding any further use of the Topical Guide, please # contact the Copyright Licensing Office, Brigham Young University, 3760 HBLL, # Provo, UT 84602, (801) 422-9339 or 422-3821, e-mail copyright@byu.edu. from __future__ import print_function from django.shortcuts import render, redirect from django.http import HttpResponse import abtest from abtest.settings import TEST_LIST from visualize import root # Create your views here. def test(request, arg, *args, **kwargs): if arg not in TEST_LIST: print("Error! Unknown view should have been hit instead") package_list = TEST_LIST[arg]['VIEW_PACKAGE'].split('.') view_package = package_lis
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Close the string literal with matching quote
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,513
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# The Topical Guide\n# Copyright 2010-2011 Brigham Young University\n#\n# This file is part of the Topical Guide <http://nlp.cs.byu.edu/topic_browser>.\n#\n# The Topical Guide is free software: you can redistribute it and/or modify it\n# under the terms of the GNU Affero General Public License as published by the\n# Free Software Foundation, either version 3 of the License, or (at your\n# option) any later version.\n#\n# The Topical Guide is distributed in the hope that it will be useful, but\n# WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or\n# FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License\n# for more details.\n#\n# You should have received a copy of the GNU Affero General Public License\n# along with the Topical Guide. If not, see <http://www.gnu.org/licenses/>.\n#\n# If you have inquiries regarding any further use of the Topical Guide, please\n# contact the Copyright Licensing Office, Brigham Young University, 3760 HBLL,\n# Provo, UT 84602, (801) 422-9339 or 422-3821, e-mail copyright@byu.edu.\n\nfrom __future__ import print_function\n\nfrom django.shortcuts import render, redirect\nfrom django.http import HttpResponse\n\nimport abtest\nfrom abtest.settings import TEST_LIST\n\nfrom visualize import root\n\n# Create your views here.\ndef test(request, arg, *args, **kwargs):\n if arg not in TEST_LIST:\n print(\"Error! Unknown view should have been hit instead\")\n\n package_list = TEST_LIST[arg]['VIEW_PACKAGE'].split('.')\n view_package = package_lis"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
860efe37f66eefaa650bbcf92ef4ff07b3bc6d05
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """Tests for merge.py.""" from __future__ import absolute_import, division, print_function from glob import glob import os import tarfile import tempfile from neurodocker.docker import client from neurodocker.reprozip.trace import ReproZipMinimizer from neurodocker.reprozip.merge import merge_pack_files def _create_packfile(commands, dir): """Create packfile from list `commands` in debian:stretch container.""" container = client.containers.run('debian:stretch', detach=True, tty=True, security_opt=['seccomp:unconfined']) try: minimizer = ReproZipMinimizer(container.id, commands, packfile_save_dir=dir) packfile_path = minimizer.run() except: raise finally: container.stop() container.remove() return packfile_path def test_merge_pack_files(): tmpdir = tempfile.mkdtemp() cmd = ["du -sh /usr", "rm --help"] packpath = _create_packfile(cmd, tmpdir) new_name = "first-pack.rpz" os.rename(packpath, os.path.join(tmpdir, new_name)) cmd = ["ls -l /", "grep --help"] _create_packfile(cmd, tmpdir) pattern = os.path.join(tmpdir, '*.rpz') packfiles = glob(pattern) assert packfiles, "packfiles not found" outfile = os.path.join(tmpdir, 'merged.rpz') merge_pack_files(outfile=outfile, packfiles=packfiles) with tarfile.open(outfile) as tar: tar.extractall(path=tmpdir) datafile = os.path.join(tmpdir, 'DATA.tar.gz') with tarfile.open(datafile) as tardata: tardata.extractall(path=tmpdir) usr_path = os.path.join(tmpdir, 'DATA', 'usr', 'bin') assert os.path.isfile(os.path.join(usr_path, 'du') assert os.path.isfile(os.path.join(usr_path, 'grep')) assert os.path.isfile(os.path.join(usr_path, 'ls')) assert os.path.isfile(os.path.join(usr_path, 'rm')) assert not os.path.isfile(os.path.join(usr_path, 'sed')) assert not os.path.isfile(os.path.join(usr_path, 'tar')) Error: SyntaxError: unmatched brackets
|
Fixed Code: """Tests for merge.py.""" from __future__ import absolute_import, division, print_function from glob import glob import os import tarfile import tempfile from neurodocker.docker import client from neurodocker.reprozip.trace import ReproZipMinimizer from neurodocker.reprozip.merge import merge_pack_files def _create_packfile(commands, dir): """Create packfile from list `commands` in debian:stretch container.""" container = client.containers.run('debian:stretch', detach=True, tty=True, security_opt=['seccomp:unconfined']) try: minimizer = ReproZipMinimizer(container.id, commands, Explanation: Add missing ')' bracket at line 55
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 2,085
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"Tests for merge.py.\"\"\"\n\nfrom __future__ import absolute_import, division, print_function\n\nfrom glob import glob\nimport os\nimport tarfile\nimport tempfile\n\nfrom neurodocker.docker import client\nfrom neurodocker.reprozip.trace import ReproZipMinimizer\nfrom neurodocker.reprozip.merge import merge_pack_files\n\n\ndef _create_packfile(commands, dir):\n \"\"\"Create packfile from list `commands` in debian:stretch container.\"\"\"\n container = client.containers.run('debian:stretch', detach=True, tty=True,\n security_opt=['seccomp:unconfined'])\n try:\n minimizer = ReproZipMinimizer(container.id, commands,\n packfile_save_dir=dir)\n packfile_path = minimizer.run()\n except:\n raise\n finally:\n container.stop()\n container.remove()\n return packfile_path\n\n\ndef test_merge_pack_files():\n tmpdir = tempfile.mkdtemp()\n\n cmd = [\"du -sh /usr\", \"rm --help\"]\n packpath = _create_packfile(cmd, tmpdir)\n new_name = \"first-pack.rpz\"\n os.rename(packpath, os.path.join(tmpdir, new_name))\n\n cmd = [\"ls -l /\", \"grep --help\"]\n _create_packfile(cmd, tmpdir)\n\n pattern = os.path.join(tmpdir, '*.rpz')\n packfiles = glob(pattern)\n assert packfiles, \"packfiles not found\"\n\n outfile = os.path.join(tmpdir, 'merged.rpz')\n merge_pack_files(outfile=outfile, packfiles=packfiles)\n\n with tarfile.open(outfile) as tar:\n tar.extractall(path=tmpdir)\n datafile = os.path.join(tmpdir, 'DATA.tar.gz')\n with tarfile.open(datafile) as tardata:\n tardata.extractall(path=tmpdir)\n usr_path = os.path.join(tmpdir, 'DATA', 'usr', 'bin')\n assert os.path.isfile(os.path.join(usr_path, 'du')\n assert os.path.isfile(os.path.join(usr_path, 'grep'))\n assert os.path.isfile(os.path.join(usr_path, 'ls'))\n assert os.path.isfile(os.path.join(usr_path, 'rm'))\n assert not os.path.isfile(os.path.join(usr_path, 'sed'))\n assert not os.path.isfile(os.path.join(usr_path, 'tar'))\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"Tests for merge.py.\"\"\"\n\nfrom __future__ import absolute_import, division, print_function\n\nfrom glob import glob\nimport os\nimport tarfile\nimport tempfile\n\nfrom neurodocker.docker import client\nfrom neurodocker.reprozip.trace import ReproZipMinimizer\nfrom neurodocker.reprozip.merge import merge_pack_files\n\n\ndef _create_packfile(commands, dir):\n \"\"\"Create packfile from list `commands` in debian:stretch container.\"\"\"\n container = client.containers.run('debian:stretch', detach=True, tty=True,\n security_opt=['seccomp:unconfined'])\n try:\n minimizer = ReproZipMinimizer(container.id, commands,\n\n Explanation: Add missing ')' bracket at line 55"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
860f02df53bc5c8189989d03588264d399ebda12
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ HTML5 contexts. :author: Dominik Lang :license: MIT """ import contextlib import io import sys __all__ = ['create_document', 'tag', 'as_link'] class create_document(contextlib.redirect_stdout): """Redirect output to an HTML5 document specified by new_target. A HTML document title can be specified, but should not consist of whitespace only. Default is a dash. For serialisation, an encoding is included and defaults to UTF-8. Make sure the output (likely ``new_target``) uses the correct one. Arguments are not checked for validity. """ def __init__(self, new_target, *, title='-', encoding='utf-8'): super().__init__(new_target) self._title = str(title) self._encoding = encoding def __enter__(self): new_target = contextlib.redirect_stdout.__enter__(self) html5 = ('<!DOCTYPE html>\n' '<html>\n' '<title>{}</title>\n' '<meta charset="{}">'.format(self._title, self._encoding)) print(html5) return new_target @contextlib.contextmanager def tag(name):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 • IndentationError at line 45 Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 7
| 3
| 1,179
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\r\nHTML5 contexts.\r\n\r\n:author: Dominik Lang\r\n:license: MIT\r\n\"\"\"\r\n\r\nimport contextlib\r\nimport io\r\nimport sys\r\n\r\n\r\n__all__ = ['create_document', 'tag', 'as_link']\r\n\r\n\r\nclass create_document(contextlib.redirect_stdout):\r\n \"\"\"Redirect output to an HTML5 document specified by new_target.\r\n \r\n A HTML document title can be specified, but should not consist of\r\n whitespace only. Default is a dash.\r\n \r\n For serialisation, an encoding is included and defaults to UTF-8.\r\n Make sure the output (likely ``new_target``) uses the correct one.\r\n \r\n Arguments are not checked for validity.\r\n \"\"\"\r\n \r\n def __init__(self, new_target, *, title='-', encoding='utf-8'):\r\n super().__init__(new_target)\r\n self._title = str(title)\r\n self._encoding = encoding\r\n \r\n def __enter__(self):\r\n new_target = contextlib.redirect_stdout.__enter__(self)\r\n html5 = ('<!DOCTYPE html>\\n'\r\n '<html>\\n'\r\n '<title>{}</title>\\n'\r\n '<meta charset=\"{}\">'.format(self._title, self._encoding))\r\n print(html5)\r\n return new_target\r\n\r\n\r\n@contextlib.contextmanager\r\ndef tag(name):"}, {"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 1\n \u2022 IndentationError at line 45\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
860f4df3a0a1148896e3af7d663a6706e11e5b27
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ Jonathan Zacsh's solution to homework #3, Nov 14., Part I """ # Per homework instructions, following lead from matlab example by professor: # http://comet.lehman.cuny.edu/schneider/Fall17/CMP464/Maple/PartialDerivatives1.pdf import sys import tensorflow as tf import tempfile import os import numpy as np os.environ['TF_CPP_MIN_LOG_LEVEL']='2' # not really doing intersting things in this lab, so just ignore optimization class Differentiable: """ encapsulation of a function and its derivative """ def __init__(self, label, f, d): self.func = f self.deriv = d self.func.name = label self.deriv.name = "%sDeriv" % label # g(x) = x^4+2x-7 ; per matlab example # g'(x) = 4x^3+2 fExFourth = Differentiable("fExFourth", lambda x: tf.add_n([tf.pow(x, 4), tf.multiply(2, x), -7]), lambda x: tf.add_n([tf.multiply(4, tf.pow(x, 3)), 2])) tFofTwo = fExFourth.func(2) tFofDerivTwo = fExFourth.deriv(2) log_dir = tempfile.mkdtemp(prefix="hw3-nov14-parti") print(log_dir) with tf.Session() as sess: writer = tf.summary.FileWriter(log_dir, sess.graph) fOfTwo, fDerivOfTwo = results = sess.run([tFofTwo, tFofDerivTwo]) sys.stderr.write("results:\n\tf(2)=%s\n\tf'(2)=%s\n" % (fOfTwo, fDerivOfTwo)) # note: only needed when doing a *loop* of sess.run() calls, and want to see # intermediary results per-loop. #writer.add_summary(results) writer.flush() writer.close()
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 Block at line 4 has no indented body ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 45 ✨ Improvements: Add closing quote at line 1 Add docstring to function '__init__' Remove debug print() at line 33 before production
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 1
| 1
| 1,454
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nJonathan Zacsh's solution to homework #3, Nov 14., Part I\n\"\"\"\n# Per homework instructions, following lead from matlab example by professor:\n# http://comet.lehman.cuny.edu/schneider/Fall17/CMP464/Maple/PartialDerivatives1.pdf\nimport sys\nimport tensorflow as tf\nimport tempfile\nimport os\nimport numpy as np\n\nos.environ['TF_CPP_MIN_LOG_LEVEL']='2'\n# not really doing intersting things in this lab, so just ignore optimization\n\nclass Differentiable:\n \"\"\" encapsulation of a function and its derivative \"\"\"\n def __init__(self, label, f, d):\n self.func = f\n self.deriv = d\n self.func.name = label\n self.deriv.name = \"%sDeriv\" % label\n\n# g(x) = x^4+2x-7 ; per matlab example\n# g'(x) = 4x^3+2\nfExFourth = Differentiable(\"fExFourth\",\n lambda x: tf.add_n([tf.pow(x, 4), tf.multiply(2, x), -7]),\n lambda x: tf.add_n([tf.multiply(4, tf.pow(x, 3)), 2]))\n\ntFofTwo = fExFourth.func(2)\ntFofDerivTwo = fExFourth.deriv(2)\n\nlog_dir = tempfile.mkdtemp(prefix=\"hw3-nov14-parti\")\nprint(log_dir)\nwith tf.Session() as sess:\n writer = tf.summary.FileWriter(log_dir, sess.graph)\n\n fOfTwo, fDerivOfTwo = results = sess.run([tFofTwo, tFofDerivTwo])\n sys.stderr.write(\"results:\\n\\tf(2)=%s\\n\\tf'(2)=%s\\n\" % (fOfTwo, fDerivOfTwo))\n\n # note: only needed when doing a *loop* of sess.run() calls, and want to see\n # intermediary results per-loop.\n #writer.add_summary(results)\n\n writer.flush()\n writer.close()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Block at line 4 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 45\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to function '__init__'\n Remove debug print() at line 33 before production"}]
| false
| null | null | null |
860f856dd45e64104260a9b161c8dc5f275852d1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch import torch.nn as nn import numpy as np import matplotlib
|
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
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 71
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nimport numpy as np\nimport matplotlib"}, {"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
|
860ffd8531729695796f989eadffa27a2953a3a7
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def cast_vote_verify_and_store(cast_vote_id, status_update_message=None, **kwargs): cast_vote = CastVote.objects.get(id=cast_vote_id) result = cast_vote.verify_and_store() voter = cast_vote.voter election = voter.election user = voter.get_user() if result: # send the signal signals.vote_cast.send(sender=election, election=election, user=user, voter=voter, cast_vote=cast_vote) if status_update_message and user.can_update_status(): user.update_status(status_update_message) else: logger = get_logger(cast_vote_verify_and_store.__name__) logger.error("Failed to verify and store %d" % cast_vote_id) @shared_task def voters_email(election_id, subject_template, body_template, extra_vars={}, voter_constraints_include=None, voter_constraints_exclude=None): """ voter_constraints_include are conditions on including voters voter_constraints_exclude are conditions on excluding voters """ election = Election.objects.get(id=election_id) # select the right list of voters voters = election.voter_set.all() if voter_constraints_include: voters = voters.filter(**voter_constraints_include) if voter_constraints_exclude: voters = voters.exclude(**voter_constraints_exclude) for voter in voters: single_voter_email.delay(voter.uuid, subject_template, body_template, extra_vars) @shared_task def voters_notify(election_id, notification_template, extra_vars={}): election = Election.objects.get(id=election_id) for voter in election.voter_set.all(): single_voter_notify.delay(voter.uuid, notification_template, extra_vars) @shared_task def single_voter_email(voter_uuid, subject_template, body_template, extra_vars={}): voter = Voter.objects.get(uuid=voter_uuid) the_vars = copy.copy(extra_vars) the_vars.update({'voter': voter}) subject = render_template_raw(N
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 23 • Unclosed '(' at line 54 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 23 • Add closing ')' bracket
|
advanced
|
ui
|
syntax_repair
|
Pythoncode:Python
| 6
| 0
| 1,957
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef cast_vote_verify_and_store(cast_vote_id, status_update_message=None, **kwargs):\n cast_vote = CastVote.objects.get(id=cast_vote_id)\n result = cast_vote.verify_and_store()\n\n voter = cast_vote.voter\n election = voter.election\n user = voter.get_user()\n\n if result:\n # send the signal\n signals.vote_cast.send(sender=election, election=election, user=user, voter=voter, cast_vote=cast_vote)\n\n if status_update_message and user.can_update_status():\n user.update_status(status_update_message)\n else:\n logger = get_logger(cast_vote_verify_and_store.__name__)\n logger.error(\"Failed to verify and store %d\" % cast_vote_id)\n\n\n@shared_task\ndef voters_email(election_id, subject_template, body_template, extra_vars={},\n voter_constraints_include=None, voter_constraints_exclude=None):\n \"\"\"\n voter_constraints_include are conditions on including voters\n voter_constraints_exclude are conditions on excluding voters\n \"\"\"\n election = Election.objects.get(id=election_id)\n\n # select the right list of voters\n voters = election.voter_set.all()\n if voter_constraints_include:\n voters = voters.filter(**voter_constraints_include)\n if voter_constraints_exclude:\n voters = voters.exclude(**voter_constraints_exclude)\n\n for voter in voters:\n single_voter_email.delay(voter.uuid, subject_template, body_template, extra_vars)\n\n\n@shared_task\ndef voters_notify(election_id, notification_template, extra_vars={}):\n election = Election.objects.get(id=election_id)\n for voter in election.voter_set.all():\n single_voter_notify.delay(voter.uuid, notification_template, extra_vars)\n\n\n@shared_task\ndef single_voter_email(voter_uuid, subject_template, body_template, extra_vars={}):\n voter = Voter.objects.get(uuid=voter_uuid)\n\n the_vars = copy.copy(extra_vars)\n the_vars.update({'voter': voter})\n\n subject = render_template_raw(N"}, {"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 23\n \u2022 Unclosed '(' at line 54 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 23\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
8610097182707b2aa40abc68e79c148fa664b19d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ pytest fixtures """ import unittest.mock as mock import pytest import virtual_dealer.api @pytest.fixture(name="client") def fixture_client(): """ Client test fixture for testing flask APIs """ return virtual_dealer.api.app.test_client() @pytest.fixture(name="store") def fixture_store(): """ Mock for store::Store """ with mock.patch("virtual_dealer.api.store", autospec=True) as mock_store: yield mock_store @pytest.fixture(name="datastore") def fixture_datastore(): """ Client test fixture for testing Google's datastore APIs """ with mock.patch("virtual_dealer.store.datastore", autospec=True as mock_datastore: yield mock_datastore @pytest.fixture(name="datastore_key") def fixture_datastore_key(): """ Datastore Key Mock """ return mock.MagicMock() @pytest.fixture(name="datastore_entity") def fixture_datastore_entity(): """ Datastore Entity Mock """ return mock.MagicMock()
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unterminated string literal at line 1 • Unclosed '(' at line 31 - expected ')' • Invalid syntax at line 31: with mock.patch("virtual_dealer.store.datastore", autospec=True as mock_datastore: Fix: Add missing ')' bracket at line 31
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 991
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\npytest fixtures\n\"\"\"\nimport unittest.mock as mock\nimport pytest\nimport virtual_dealer.api\n\n\n@pytest.fixture(name=\"client\")\ndef fixture_client():\n \"\"\"\n Client test fixture for testing flask APIs\n \"\"\"\n return virtual_dealer.api.app.test_client()\n\n\n@pytest.fixture(name=\"store\")\ndef fixture_store():\n \"\"\"\n Mock for store::Store\n \"\"\"\n with mock.patch(\"virtual_dealer.api.store\", autospec=True) as mock_store:\n yield mock_store\n\n\n@pytest.fixture(name=\"datastore\")\ndef fixture_datastore():\n \"\"\"\n Client test fixture for testing Google's datastore APIs\n \"\"\"\n with mock.patch(\"virtual_dealer.store.datastore\", autospec=True as mock_datastore:\n yield mock_datastore\n\n\n@pytest.fixture(name=\"datastore_key\")\ndef fixture_datastore_key():\n \"\"\"\n Datastore Key Mock\n \"\"\"\n return mock.MagicMock()\n\n\n@pytest.fixture(name=\"datastore_entity\")\ndef fixture_datastore_entity():\n \"\"\"\n Datastore Entity Mock\n \"\"\"\n return mock.MagicMock()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Unclosed '(' at line 31 - expected ')'\n \u2022 Invalid syntax at line 31: with mock.patch(\"virtual_dealer.store.datastore\", autospec=True as mock_datastore:\n\n\n Fix: Add missing ')' bracket at line 31"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8611c5caf6cad3b09e4113e9f2732c41ec4305ae
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from xml.etree import ElementTree from casexml.apps.case.tests.util import check_xml_line_by_line from casexml.apps.case.xml import V2 from corehq.apps.fixtures import fixturegenerators from corehq.apps.fixtures.models import FixtureDataItem, FixtureDataType, FixtureOwnership, FixtureTypeField, \ class FixtureDataTest(TestCase): def setUp(self): self.domain = 'qwerty' self.tag = "district" self.data_type = FixtureDataType( domain=self.domain, tag=self.tag, name="Districts", fields=[ FixtureTypeField( field_name="state_name", properties=[] ), FixtureTypeField( field_name="district_name", properties=["lang"] ), FixtureTypeField( field_name="district_id", properties=[] ) ], item_attributes=[], ) self.data_type.save() self.data_item = FixtureDataItem( domain=self.domain, data_type_id=self.data_type.get_id, fields= { "state_name": FieldList( field_list=[ FixtureItemField( field_value="Delhi_state", # Complete this line ) ] ), "district_name": FieldList( field_list=[ FixtureItemField( field_value="Delhi_in_HIN", properties={"lang": "hin"} ), FixtureItemField( field_value="Delhi_in_ENG", properties={"lang": "eng"} ) ] ), "district_id": FieldList( field_list=[ FixtureItemField( field_value="Delhi_id", properties={} ) ] ) }, item_attributes={}, ) self.data_item.save() self.user = CommCareUser.create(self.domain, 'to_delete', '***') self.fixture_ownership = FixtureOwnership( domain=self.domain, owner_id=self.user.get_id, owner_type='user', data_item_id=self.data_item.get_id ) self.fixture_ownership.save() def tearDown(self): self.data_type.delete() self.data_item.delete() self.user.delete() self.fixture_ownership.delete() ... [3 more functiondefs truncated] ...
|
The missing line is: properties={}
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 2,862
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom xml.etree import ElementTree\nfrom casexml.apps.case.tests.util import check_xml_line_by_line\nfrom casexml.apps.case.xml import V2\nfrom corehq.apps.fixtures import fixturegenerators\nfrom corehq.apps.fixtures.models import FixtureDataItem, FixtureDataType, FixtureOwnership, FixtureTypeField, \\\nclass FixtureDataTest(TestCase):\n def setUp(self):\n self.domain = 'qwerty'\n self.tag = \"district\"\n\n self.data_type = FixtureDataType(\n domain=self.domain,\n tag=self.tag,\n name=\"Districts\",\n fields=[\n FixtureTypeField(\n field_name=\"state_name\",\n properties=[]\n ),\n FixtureTypeField(\n field_name=\"district_name\",\n properties=[\"lang\"]\n ),\n FixtureTypeField(\n field_name=\"district_id\",\n properties=[]\n ) \n ],\n item_attributes=[],\n )\n self.data_type.save()\n\n self.data_item = FixtureDataItem(\n domain=self.domain,\n data_type_id=self.data_type.get_id,\n fields= {\n \"state_name\": FieldList(\n field_list=[\n FixtureItemField(\n field_value=\"Delhi_state\",\n # Complete this line\n )\n ]\n ),\n \"district_name\": FieldList(\n field_list=[\n FixtureItemField(\n field_value=\"Delhi_in_HIN\",\n properties={\"lang\": \"hin\"}\n ),\n FixtureItemField(\n field_value=\"Delhi_in_ENG\",\n properties={\"lang\": \"eng\"}\n )\n ]\n ),\n \"district_id\": FieldList(\n field_list=[\n FixtureItemField(\n field_value=\"Delhi_id\",\n properties={}\n )\n ]\n )\n },\n item_attributes={},\n )\n self.data_item.save()\n\n self.user = CommCareUser.create(self.domain, 'to_delete', '***')\n\n self.fixture_ownership = FixtureOwnership(\n domain=self.domain,\n owner_id=self.user.get_id,\n owner_type='user',\n data_item_id=self.data_item.get_id\n )\n self.fixture_ownership.save()\n\n def tearDown(self):\n self.data_type.delete()\n self.data_item.delete()\n self.user.delete()\n self.fixture_ownership.delete()\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n properties={}"}]
| false
| null | null | null |
8612815990d7f299a2f7af8454d7502cc4069e32
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- """We define custom Django signals to trigger before executing searches.""" from django.db.models.signals import post_save, pre_delete from django.dispatch import receiver from django_elasticsearch_dsl.apps import DEDConfig from readthedocs.projects.models import HTMLFile, Project from readthedocs.projects.signals import bulk_post_create, bulk_post_delete from readthedocs.search.tasks import delete_objects_in_es, index_objects_to_es @receiver(bulk_post_create, sender=HTMLFile) def index_html_file(instance_list, **_): """Handle indexing from the build process.""" from readthedocs.search.documents import PageDocument kwargs = { 'app_label': HTMLFile._meta.app_label, 'model_name': HTMLFile.__name__, 'document_class': str(PageDocument), 'objects_id': [obj.id for obj in instance_list], } # Do not index if autosync is disabled globally if DEDConfig.autosync_enabled(): index_objects_to_es(**kwargs) @receiver(bulk_post_delete, sender=HTMLFile) def remove_html_file(instance_list, **_): """Remove deleted files from the build process.""" from readthedocs.search.documents import PageDocument kwargs = { 'app_label': HTMLFile._meta.app_label, 'model_name': HTMLFile.__name__, 'document_class': str(PageDocument), 'objects_id': [obj.id for obj in instance_list], } # Do not index if autosync is disabled globally if DEDConfig.autosync_enabled(): delete_objects_in_es(**kwargs) @receiver(post_save, sender=Project) def index_project_save(instance, *args, **kwargs): """ Save a Project instance based on the post_save signal.post_save. This uses Celery to do it async, replacing how django-elasticsearch-dsl does it. """ from readthedocs.search.documents import ProjectDocument kwargs = { 'app_label': Project._meta.app_label, 'model_name': Project.__name__, 'document_class': str(ProjectDocument), 'objects_id': [instance.id], } # Do not index if autosync is disabled globally if DEDConfig.autosync_enabled(): index_objects_to_es.delay(**kwargs) @receiver(pre_delete, sender=Project) def remove_project_delete(instance, *args, **kwargs): from readthedocs.search.documents import ProjectDocument kwargs = { 'app_label': Project._meta.app_label, 'model_name': Project.__name__, 'document_class': str(ProjectDocument), 'objects_id': [instance.id], } # Don't `delay` this because the objects will be deleted already if DEDConfig.autosync_enabled(): delete_objects_in_es(**kwargs)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 4
| 0
| 2,685
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\"\"\"We define custom Django signals to trigger before executing searches.\"\"\"\nfrom django.db.models.signals import post_save, pre_delete\nfrom django.dispatch import receiver\nfrom django_elasticsearch_dsl.apps import DEDConfig\n\nfrom readthedocs.projects.models import HTMLFile, Project\nfrom readthedocs.projects.signals import bulk_post_create, bulk_post_delete\nfrom readthedocs.search.tasks import delete_objects_in_es, index_objects_to_es\n\n\n@receiver(bulk_post_create, sender=HTMLFile)\ndef index_html_file(instance_list, **_):\n \"\"\"Handle indexing from the build process.\"\"\"\n from readthedocs.search.documents import PageDocument\n kwargs = {\n 'app_label': HTMLFile._meta.app_label,\n 'model_name': HTMLFile.__name__,\n 'document_class': str(PageDocument),\n 'objects_id': [obj.id for obj in instance_list],\n }\n\n # Do not index if autosync is disabled globally\n if DEDConfig.autosync_enabled():\n index_objects_to_es(**kwargs)\n\n\n@receiver(bulk_post_delete, sender=HTMLFile)\ndef remove_html_file(instance_list, **_):\n \"\"\"Remove deleted files from the build process.\"\"\"\n from readthedocs.search.documents import PageDocument\n kwargs = {\n 'app_label': HTMLFile._meta.app_label,\n 'model_name': HTMLFile.__name__,\n 'document_class': str(PageDocument),\n 'objects_id': [obj.id for obj in instance_list],\n }\n\n # Do not index if autosync is disabled globally\n if DEDConfig.autosync_enabled():\n delete_objects_in_es(**kwargs)\n\n\n@receiver(post_save, sender=Project)\ndef index_project_save(instance, *args, **kwargs):\n \"\"\"\n Save a Project instance based on the post_save signal.post_save.\n\n This uses Celery to do it async, replacing how django-elasticsearch-dsl does\n it.\n \"\"\"\n from readthedocs.search.documents import ProjectDocument\n kwargs = {\n 'app_label': Project._meta.app_label,\n 'model_name': Project.__name__,\n 'document_class': str(ProjectDocument),\n 'objects_id': [instance.id],\n }\n\n # Do not index if autosync is disabled globally\n if DEDConfig.autosync_enabled():\n index_objects_to_es.delay(**kwargs)\n\n\n@receiver(pre_delete, sender=Project)\ndef remove_project_delete(instance, *args, **kwargs):\n from readthedocs.search.documents import ProjectDocument\n kwargs = {\n 'app_label': Project._meta.app_label,\n 'model_name': Project.__name__,\n 'document_class': str(ProjectDocument),\n 'objects_id': [instance.id],\n }\n\n # Don't `delay` this because the objects will be deleted already\n if DEDConfig.autosync_enabled():\n delete_objects_in_es(**kwargs)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86160af095ef8d0435d3f1fd7140e93918c54b2c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code:
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNKNOWN\n Error: Unknown error"}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
86161f7e9f969066db82c2f68d6e2be07cfb7ad1
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import itertools import sys from signal import SIGINT, default_int_handler, signal from typing import Any, Dict, List from pip._vendor.progress.bar import Bar, FillingCirclesBar, IncrementalBar from pip._vendor.progress.spinner import Spinner from pip._internal.utils.compat import WINDOWS from pip._internal.utils.logging import get_indentation from pip._internal.utils.misc import format_size def _select_progress_class(preferred, fallback): # type: (Bar, Bar) -> Bar encoding = getattr(preferred.file, "encoding", None) # If we don't know what encoding this file is in, then we'll just assume # that it doesn't support unicode and use the ASCII bar. if not encoding: return fallback # Collect a ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # bar. characters = [ getattr(preferred, "empty_fill", ""), getattr(preferred, "fill", ""), ]
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 755
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport itertools\r\nimport sys\r\nfrom signal import SIGINT, default_int_handler, signal\r\nfrom typing import Any, Dict, List\r\n\r\nfrom pip._vendor.progress.bar import Bar, FillingCirclesBar, IncrementalBar\r\nfrom pip._vendor.progress.spinner import Spinner\r\n\r\nfrom pip._internal.utils.compat import WINDOWS\r\nfrom pip._internal.utils.logging import get_indentation\r\nfrom pip._internal.utils.misc import format_size\r\n\r\ndef _select_progress_class(preferred, fallback):\r\n # type: (Bar, Bar) -> Bar\r\n encoding = getattr(preferred.file, \"encoding\", None)\r\n\r\n # If we don't know what encoding this file is in, then we'll just assume\r\n # that it doesn't support unicode and use the ASCII bar.\r\n if not encoding:\r\n return fallback\r\n\r\n # Collect a\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n # bar.\r\n characters = [\r\n getattr(preferred, \"empty_fill\", \"\"),\r\n getattr(preferred, \"fill\", \"\"),\r\n ]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86168b46a8faaf9e6d96f727abd89d459b3f8564
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import typing import numpy as np import scripts.study_case.ID_5.matchzoo as mz from scripts.study_case.ID_5.matchzoo.engine.base_metric import BaseMetric from
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 7: from Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 160
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport typing\n\nimport numpy as np\n\nimport scripts.study_case.ID_5.matchzoo as mz\nfrom scripts.study_case.ID_5.matchzoo.engine.base_metric import BaseMetric\nfrom"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 7: from\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86169ad5486623924eba0430b7afc33561fa170a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class FakeEnvironment(gym.Env): def __init__(self): self.action_space = spaces.Box(shape=(1,), low=-1, high=1, dtype=np.float32) def render(self, width=32, height=32, *args, **kwargs): del args del kwargs image_shape = (height, width, 3) return np.zeros(image_shape, dtype=np.uint8) def reset(self, seed: Optional[int] = None): super().reset(seed=seed) observation = self.observation_space.sample() return observation def step(self, action): del action observation = self.observation_space.sample() reward, terminal, info = 0.0, False, {} return observation, reward, terminal, info class FakeArrayObservationEnvironment(FakeEnvironment): def __init__(self, *args, **kwargs): self.observation_space = spaces.Box( shape=(2,), low=-1, high=1, dtype=np.float32 ) super(FakeArrayObservationEnvironment, self).__init__(*args, **kwargs) class FakeDictObservationEnvironment(FakeEnvironment): def __init__(self, *args, **kwargs): self.observation_space = spaces.Dict( { "state": spaces.Box(shape=(2,), low=-1, high=1, dtype=np.float32), } ) super(FakeDictObservationEnvironment, self).__init__(*args, **kwargs) class TestPixelObservationWrapper(object): @pytest.mark.parametrize("pixels_only", (True, False)) ... [2 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF IndentationError at line 44 ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 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 ✨ Improvements: Complete the expression on the last line Fix indentation to match Python syntax rules
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 6
| 4
| 1,481
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass FakeEnvironment(gym.Env):\n def __init__(self):\n self.action_space = spaces.Box(shape=(1,), low=-1, high=1, dtype=np.float32)\n\n def render(self, width=32, height=32, *args, **kwargs):\n del args\n del kwargs\n image_shape = (height, width, 3)\n return np.zeros(image_shape, dtype=np.uint8)\n\n def reset(self, seed: Optional[int] = None):\n super().reset(seed=seed)\n observation = self.observation_space.sample()\n return observation\n\n def step(self, action):\n del action\n observation = self.observation_space.sample()\n reward, terminal, info = 0.0, False, {}\n return observation, reward, terminal, info\n\n\nclass FakeArrayObservationEnvironment(FakeEnvironment):\n def __init__(self, *args, **kwargs):\n self.observation_space = spaces.Box(\n shape=(2,), low=-1, high=1, dtype=np.float32\n )\n super(FakeArrayObservationEnvironment, self).__init__(*args, **kwargs)\n\n\nclass FakeDictObservationEnvironment(FakeEnvironment):\n def __init__(self, *args, **kwargs):\n self.observation_space = spaces.Dict(\n {\n \"state\": spaces.Box(shape=(2,), low=-1, high=1, dtype=np.float32),\n }\n )\n super(FakeDictObservationEnvironment, self).__init__(*args, **kwargs)\n\n\nclass TestPixelObservationWrapper(object):\n @pytest.mark.parametrize(\"pixels_only\", (True, False))\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n IndentationError at line 44\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 13\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\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\n\u2728 Improvements:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
861799191a7d114eaded88fe6c8c8ba1d448c7c7
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pyaudio import wave from scipy.fftpack import fft, ifft import numpy as np import matplotlib.pyplot as plt import cv2 from scipy import signal from swan import pycwt CHUNK = 1024 FORMAT = pyaudio.paInt16 # int16型 CHANNELS = 1 # 1;monoral 2;ステレオ- RATE = 22100 # 22.1kHz 44.1kHz RECORD_SECONDS = 5 # 5秒録音 WAVE_OUTPUT_FILENAME = "output2.wav" p = pyaudio.PyAudio() stream = p.open(format=FORMAT, channels=CHANNELS, rate=RATE, input=True, frames_per_buffer=CHUNK) s=1 # figureの初期化 fig = plt.figure(figsize=(12, 10)) ax1 = fig.add_subplot(311) ax2 = fig.add_subplot(312) ax3 = fig.add_subplot(313) ax2.axis([0, 5,
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 31 - expected ')' • Unclosed '[' at line 31 - expected ']' • SyntaxError: '[' was never closed at line 31 Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 697
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pyaudio\nimport wave\nfrom scipy.fftpack import fft, ifft\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport cv2\nfrom scipy import signal\nfrom swan import pycwt\n\nCHUNK = 1024\nFORMAT = pyaudio.paInt16 # int16\u578b\nCHANNELS = 1 # 1;monoral 2;\u30b9\u30c6\u30ec\u30aa-\nRATE = 22100 # 22.1kHz 44.1kHz\nRECORD_SECONDS = 5 # 5\u79d2\u9332\u97f3\nWAVE_OUTPUT_FILENAME = \"output2.wav\"\n\np = pyaudio.PyAudio()\n\nstream = p.open(format=FORMAT,\n channels=CHANNELS,\n rate=RATE,\n input=True,\n frames_per_buffer=CHUNK)\ns=1\n\n# figure\u306e\u521d\u671f\u5316\nfig = plt.figure(figsize=(12, 10))\nax1 = fig.add_subplot(311)\nax2 = fig.add_subplot(312)\nax3 = fig.add_subplot(313)\nax2.axis([0, 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 31 - expected ')'\n \u2022 Unclosed '[' at line 31 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 31\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8618701c5bffe90f48c4363133a7c542c718e23a
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #/ <reference path="./testBlocks/mb.ts" /> def function_0(): basic.showNumber(7) basic.forever(function_0)
|
Functions: function_0 This code demonstrates Pythoncode:Python programming.
|
beginner
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 109
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#/ <reference path=\"./testBlocks/mb.ts\" />\n\ndef function_0():\n basic.showNumber(7)\nbasic.forever(function_0)"}, {"role": "assistant", "content": " Functions: function_0\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8618b81e3f7d92d3dac7ffa13548c536b939484f
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python # -*- coding:utf-8 -*- import random import numpy as np import matplotlib.pyplot as plt class Robot(object): def __init__(self, length=20.0): """ Creates robotand initializes location/orientation to 0, 0, 0. """ self.x = 0.0 self.y = 0.0 self.orientation = 0.0 self.length =length self.steering_noise = 0.0 self.distance_noise = 0.0 self.steering_drift = 0.0 def set(self, x,y, orientation): """ Sets a robotcoordinate. """ self.x = x self.y = y self.orientation = orientation % (2.0 * np.pi) def set_noise(self, steering_noise, distance_noise): """ Sets thenoise parameters. """ # makes itpossible to change the noise parameters # this isoften useful in particle filters self.steering_noise = steering_noise self.distance_noise = distance_noise def set_steering_drift(self, drift): """ Sets thesystematical steering drift parameter """ self.steering_drift = drift def move(self,steering, distance, tolerance=0.001, max_steering_angle=np.pi / 4.0): """ steering =front wheel steering angle, limited by max_steering_angle distance =total distance driven, most be non-negative """ if steering> max_steering_angle: steering= max_steering_angle if steering <-max_steering_angle: steering= -max_steering_angle if distance< 0.0: distance= 0.0 # apply noise steering2 =random.gauss(steering, self.steering_noise) distance2 =random.gauss(distance, self.distance_noise) # applysteering drift steering2 +=self.steering_drift # Execute motion turn =np.tan(steering2) * distance2 / self.length if abs(turn)< tolerance: #approximate by straight line motion self.x +=distance2 * np.cos(self.orientation) self.y +=distance2 * np.sin(self.orientation) self.orientation = (self.orientation + turn) % (2.0 * np.pi) else: #approximate bicycle model for motion radius =distance2 / turn cx =self.x - (np.sin(self.orientation) * radius) cy =self.y + (np.cos(self.orientation) * radius) self.orientation = (self.orientation + turn) % (2.0 * np.pi) self.x =cx + (np.sin(self.orientation) * radius) self.y =cy - (np.cos(self.orientation) * radius) def __repr__(self): return'[x=%.5f y=%.5f orient=%.5f]' % (self.x, self.y, self.orientation) def run_p(robot, tau, n=100, speed=1.0): x_trajectory = [] y_trajectory = [] for i in range(n): cte = robot.y steer = -tau* cte robot.move(steer, speed) x_trajectory.append(robot.x) y_trajectory.append(robot.y) return x_trajectory, y_trajectory robot = Robot() robot.set(0, 1, 0) robot.set_noise(0.1,0.05) ... [1 more functiondefs truncated] ...
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Functions: __init__, set, set_noise, set_steering_drift, move Classes: Robot This code demonstrates Pythoncode:Python programming.
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advanced
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machine_learning
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code_explanation
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Pythoncode:Python
| 7
| 1
| 2,965
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding:utf-8 -*- \n\nimport random\n \nimport numpy as np\n \nimport matplotlib.pyplot as plt\n\nclass Robot(object):\n \n def __init__(self, length=20.0):\n \n \"\"\"\n Creates robotand initializes location/orientation to 0, 0, 0.\n \"\"\"\n \n self.x = 0.0\n \n self.y = 0.0\n \n self.orientation = 0.0\n \n self.length =length\n \n self.steering_noise = 0.0\n \n self.distance_noise = 0.0\n \n self.steering_drift = 0.0\n \n \n \n def set(self, x,y, orientation):\n \n \"\"\"\n Sets a robotcoordinate.\n \"\"\"\n \n self.x = x\n \n self.y = y\n \n self.orientation = orientation % (2.0 * np.pi)\n \n \n \n def set_noise(self, steering_noise, distance_noise):\n \n \"\"\"\n Sets thenoise parameters.\n \"\"\"\n \n # makes itpossible to change the noise parameters\n \n # this isoften useful in particle filters\n \n self.steering_noise = steering_noise\n \n self.distance_noise = distance_noise\n \n \n \n def set_steering_drift(self, drift):\n \n \"\"\"\n Sets thesystematical steering drift parameter\n \"\"\"\n \n self.steering_drift = drift\n \n \n def move(self,steering, distance, tolerance=0.001, max_steering_angle=np.pi / 4.0):\n \n \"\"\"\n steering =front wheel steering angle, limited by max_steering_angle\n distance =total distance driven, most be non-negative\n \"\"\"\n \n if steering> max_steering_angle:\n \n steering= max_steering_angle\n \n if steering <-max_steering_angle:\n \n steering= -max_steering_angle\n \n if distance< 0.0:\n \n distance= 0.0\n\n # apply noise\n steering2 =random.gauss(steering, self.steering_noise)\n \n distance2 =random.gauss(distance, self.distance_noise)\n \n\n # applysteering drift\n steering2 +=self.steering_drift\n \n # Execute motion\n turn =np.tan(steering2) * distance2 / self.length\n \n \n if abs(turn)< tolerance:\n \n #approximate by straight line motion\n \n self.x +=distance2 * np.cos(self.orientation)\n \n self.y +=distance2 * np.sin(self.orientation)\n \n self.orientation = (self.orientation + turn) % (2.0 * np.pi)\n \n else:\n \n #approximate bicycle model for motion\n \n radius =distance2 / turn\n \n cx =self.x - (np.sin(self.orientation) * radius)\n \n cy =self.y + (np.cos(self.orientation) * radius)\n \n self.orientation = (self.orientation + turn) % (2.0 * np.pi)\n \n self.x =cx + (np.sin(self.orientation) * radius)\n \n self.y =cy - (np.cos(self.orientation) * radius)\n \n \n \n def __repr__(self):\n \n return'[x=%.5f y=%.5f orient=%.5f]' % (self.x, self.y, self.orientation)\n \n\ndef run_p(robot, tau, n=100, speed=1.0):\n \n x_trajectory = []\n \n y_trajectory = []\n \n for i in range(n):\n \n cte = robot.y\n \n steer = -tau* cte\n \n robot.move(steer, speed)\n \n x_trajectory.append(robot.x)\n \n y_trajectory.append(robot.y)\n \n return x_trajectory, y_trajectory\n \n \n \nrobot = Robot()\n \nrobot.set(0, 1, 0)\n\nrobot.set_noise(0.1,0.05)\n \n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, set, set_noise, set_steering_drift, move\n Classes: Robot\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
861975d3c36c28b9ba6319750aff575b598fb65c
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from .clip_sampler import DistributedSampler, UniformClipSampler, RandomClipSampler __all__ = ("DistributedSampler", "UniformClipSampler", "RandomClipSampler")
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This code demonstrates Pythoncode:Python programming.
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beginner
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database
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code_explanation
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Pythoncode:Python
| 0
| 0
| 161
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom .clip_sampler import DistributedSampler, UniformClipSampler, RandomClipSampler\n\n__all__ = (\"DistributedSampler\", \"UniformClipSampler\", \"RandomClipSampler\")"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
861a029a9ec9483f45fb602ca0d783eedc1d7f90
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # # PySNMP MIB module HH3C-PPPOE-SERVER-MIB (http://snmplabs.com/pysmi)
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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intermediate
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api
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error_detection
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Pythoncode:Python
| 0
| 0
| 71
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# PySNMP MIB module HH3C-PPPOE-SERVER-MIB (http://snmplabs.com/pysmi)"}, {"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
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HARD_CUT
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CRITICAL
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861a31bb111c594972aeb70c462a963cf1fefdb9
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: name = input("masukkan nama pembeli = ") alamat= input("Alamat = ") NoTelp = input("No Telp = ") print("\n") print("=================INFORMASI HARGA MOBIL DEALER JAYA ABADI===============") print("Pilih Jenis Mobil :") print("\t 1.Daihatsu ") print("\t 2.Honda ") print("\t 3.Toyota ") print("") pilihan = int(input("Pilih jenis mobil yang ingin dibeli : ")) print("") if (pilihan==1): print("<<<<<<<< Macam macam mobil pada Daihatsu >>>>>>>>>") print("\ta.Grand New Xenia") print("\tb.All New Terios") print("\tc.New Ayla") Pilih1 = input("Mana yang ingin anda pilih ?? = ") if(Pilih1 == "a"): print("Harga mobil Grand New Xenia adalah 183 juta ") elif(Pilih1== "b"): print("Harga mobil All New Terios adalah 215 juta") elif(Pilih1== "c"): print("Harga mobil New Ayla adalah 110 juta") else: print("Tidak terdefinisi") elif (pilihan==2): print("<<<<<<<< Macam macam mobil pada Honda >>>>>>>>>") print("\ta.Honda Brio Satya S") print("\tb.Honda Jazz ") print("\tb.Honda Mobilio ") pilih2 = input("Mana yang ingin anda pilih??") if(pilih2=="a"): print("Harga mobil HOnda Brio Satya S adalah 131 juta") elif(pilih2=="b"): print("Harga mobil Honda Jazz adalah 232 juta") elif(pilih2=="c"): print("Harga mobil Honda mobilio adalah 189 juta") else: print("Tidak terdefinisi") elif (pilihan==3): print("<<<<<<<< Macam macam mobil pada Toyota>>>>>>>>?") print("\ta.Alphard") print("\tb.Camry") print("\tc.Fortuner") pilih3 = input("Mana yang ingin anda pilih??") if (pilih3=="a"): print("Harga mobil Alphard adalah 870 juta") elif (pilih3=="b"): print("Harga mobil Camry adalah 560 Juta") elif (pilih3=="c"): print("Harga mobil Fortuner adalah 492 Juta")
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Code Review: ⚠️ Code quality: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 39 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 55 Unexpected indentation at line 57 ✨ Improvements: Remove debug print() at line 4 before production Remove debug print() at line 5 before production Remove debug print() at line 6 before production Remove debug print() at line 7 before production Remove debug print() at line 8 before production Remove debug print() at line 9 before production Remove debug print() at line 10 before production Remove debug print() at line 12 before production Remove debug print() at line 15 before production Remove debug print() at line 16 before production Remove debug print() at line 17 before production Remove debug print() at line 18 before production Remove debug print() at line 22 before production Remove debug print() at line 24 before production Remove debug print() at line 26 before production Remove debug print() at line 29 before production Remove debug print() at line 31 before production Remove debug print() at line 32 before production Remove debug print() at line 33 before production Remove debug print() at line 34 before production Remove debug print() at line 38 before production Remove debug print() at line 40 before production Remove debug print() at line 42 before production Remove debug print() at line 44 before production Remove debug print() at line 46 before production Remove debug print() at line 47 before production Remove debug print() at line 48 before production Remove debug print() at line 49 before production Remove debug print() at line 54 before production Remove debug print() at line 56 before production Remove debug print() at line 58 before production
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intermediate
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database
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code_review
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Pythoncode:Python
| 0
| 0
| 2,041
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nname = input(\"masukkan nama pembeli = \")\nalamat= input(\"Alamat = \")\nNoTelp = input(\"No Telp = \")\nprint(\"\\n\")\nprint(\"=================INFORMASI HARGA MOBIL DEALER JAYA ABADI===============\")\nprint(\"Pilih Jenis Mobil :\")\nprint(\"\\t 1.Daihatsu \")\nprint(\"\\t 2.Honda \")\nprint(\"\\t 3.Toyota \")\nprint(\"\")\npilihan = int(input(\"Pilih jenis mobil yang ingin dibeli : \"))\nprint(\"\")\n\nif (pilihan==1):\n print(\"<<<<<<<< Macam macam mobil pada Daihatsu >>>>>>>>>\")\n print(\"\\ta.Grand New Xenia\")\n print(\"\\tb.All New Terios\")\n print(\"\\tc.New Ayla\")\n Pilih1 = input(\"Mana yang ingin anda pilih ?? = \")\n\n if(Pilih1 == \"a\"):\n print(\"Harga mobil Grand New Xenia adalah 183 juta \")\n elif(Pilih1== \"b\"):\n print(\"Harga mobil All New Terios adalah 215 juta\")\n elif(Pilih1== \"c\"):\n print(\"Harga mobil New Ayla adalah 110 juta\")\n else:\n \n print(\"Tidak terdefinisi\")\nelif (pilihan==2):\n print(\"<<<<<<<< Macam macam mobil pada Honda >>>>>>>>>\")\n print(\"\\ta.Honda Brio Satya S\")\n print(\"\\tb.Honda Jazz \")\n print(\"\\tb.Honda Mobilio \")\n pilih2 = input(\"Mana yang ingin anda pilih??\")\n\n if(pilih2==\"a\"):\n print(\"Harga mobil HOnda Brio Satya S adalah 131 juta\")\n elif(pilih2==\"b\"):\n print(\"Harga mobil Honda Jazz adalah 232 juta\")\n elif(pilih2==\"c\"):\n print(\"Harga mobil Honda mobilio adalah 189 juta\")\n else:\n print(\"Tidak terdefinisi\")\nelif (pilihan==3):\n print(\"<<<<<<<< Macam macam mobil pada Toyota>>>>>>>>?\")\n print(\"\\ta.Alphard\")\n print(\"\\tb.Camry\")\n print(\"\\tc.Fortuner\")\n\n pilih3 = input(\"Mana yang ingin anda pilih??\")\n\n if (pilih3==\"a\"):\n print(\"Harga mobil Alphard adalah 870 juta\")\n elif (pilih3==\"b\"):\n print(\"Harga mobil Camry adalah 560 Juta\")\n elif (pilih3==\"c\"):\n print(\"Harga mobil Fortuner adalah 492 Juta\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 27\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 39\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n\n\u2728 Improvements:\n Remove debug print() at line 4 before production\n Remove debug print() at line 5 before production\n Remove debug print() at line 6 before production\n Remove debug print() at line 7 before production\n Remove debug print() at line 8 before production\n Remove debug print() at line 9 before production\n Remove debug print() at line 10 before production\n Remove debug print() at line 12 before production\n Remove debug print() at line 15 before production\n Remove debug print() at line 16 before production\n Remove debug print() at line 17 before production\n Remove debug print() at line 18 before production\n Remove debug print() at line 22 before production\n Remove debug print() at line 24 before production\n Remove debug print() at line 26 before production\n Remove debug print() at line 29 before production\n Remove debug print() at line 31 before production\n Remove debug print() at line 32 before production\n Remove debug print() at line 33 before production\n Remove debug print() at line 34 before production\n Remove debug print() at line 38 before production\n Remove debug print() at line 40 before production\n Remove debug print() at line 42 before production\n Remove debug print() at line 44 before production\n Remove debug print() at line 46 before production\n Remove debug print() at line 47 before production\n Remove debug print() at line 48 before production\n Remove debug print() at line 49 before production\n Remove debug print() at line 54 before production\n Remove debug print() at line 56 before production\n Remove debug print() at line 58 before production"}]
| false
| null | null | null |
861a472cf4ef7f924185a3fe1ea6569338502257
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: def _compare_l1loss_with_np( input_shape, target_shape, device_type, machine_ids, device_counts ): input = np.random.random(size=input_shape).astype(np.float32) target = np.random.random(size=target_shape).astype(np.float32) assert device_type in ["cpu", "gpu"] func_config = flow.FunctionConfig() flow.clear_default_session() if device_type == "cpu": flow.config.cpu_device_num(device_counts) else: flow.config.gpu_device_num(device_counts) func_config.default_placement_scope(flow.scope.placement(device_type, machine_ids)) func_config.default_logical_view(flow.scope.consistent_view()) def np_l1loss(np_input, np_target): np_l1 = np.abs(np_target - np_input) np_l1_mean = np.mean(np_l1) np_l1_sum = np.sum(np_l1) np_l1_dict = { "np_l1_loss": np_l1, "np_l1_loss_mean": np_l1_mean, "np_l1_loss_sum": np_l1_sum, } return np_l1_dict def np_l1_loss_diff(np_input, np_target): # Use numpy to compute diff original_shape = np_target.shape elemcnt = np_target.size prediction = np_input.reshape(-1) label = np_target.reshape(-1) prediction_grad = np.zeros((elemcnt)).astype(prediction.dtype) for i in np.arange(elemcnt): diff = prediction[i] - label[i] prediction_grad[i] = np.sign(diff) grad_mean = prediction_grad.reshape(original_shape) / elemcnt # TODO: if you want to get the grad when the reduction = "sum", you can use the follow code # grad_sum = prediction_grad.reshape(original_shape) grad_dict = { "np_grad_mean": grad_mean, } return grad_dict # Use Numpy to compute l1 loss np_out_l1loss_dict = np_l1loss(input, target) # Use Numpy to compute l1 grad np_grad_dict = np_l1_loss_diff(input, target) def assert_prediction_grad(blob: tp.Numpy): # Evaluate the gradient. Here we only test the reduction type == "mean" assert np.allclose(blob, np_grad_dict["np_grad_mean"]) @flow.global_function(type="train", function_config=func_config) ... [7 more functiondefs truncated] ...
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Functions: _compare_l1loss_with_np, np_l1loss, np_l1_loss_diff, assert_prediction_grad This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
|
code_explanation
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Pythoncode:Python
| 4
| 0
| 2,231
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef _compare_l1loss_with_np(\n input_shape, target_shape, device_type, machine_ids, device_counts\n):\n input = np.random.random(size=input_shape).astype(np.float32)\n target = np.random.random(size=target_shape).astype(np.float32)\n\n assert device_type in [\"cpu\", \"gpu\"]\n\n func_config = flow.FunctionConfig()\n\n flow.clear_default_session()\n if device_type == \"cpu\":\n flow.config.cpu_device_num(device_counts)\n else:\n flow.config.gpu_device_num(device_counts)\n\n func_config.default_placement_scope(flow.scope.placement(device_type, machine_ids))\n func_config.default_logical_view(flow.scope.consistent_view())\n\n def np_l1loss(np_input, np_target):\n np_l1 = np.abs(np_target - np_input)\n np_l1_mean = np.mean(np_l1)\n np_l1_sum = np.sum(np_l1)\n\n np_l1_dict = {\n \"np_l1_loss\": np_l1,\n \"np_l1_loss_mean\": np_l1_mean,\n \"np_l1_loss_sum\": np_l1_sum,\n }\n\n return np_l1_dict\n\n def np_l1_loss_diff(np_input, np_target):\n # Use numpy to compute diff\n original_shape = np_target.shape\n elemcnt = np_target.size\n prediction = np_input.reshape(-1)\n label = np_target.reshape(-1)\n prediction_grad = np.zeros((elemcnt)).astype(prediction.dtype)\n\n for i in np.arange(elemcnt):\n diff = prediction[i] - label[i]\n prediction_grad[i] = np.sign(diff)\n\n grad_mean = prediction_grad.reshape(original_shape) / elemcnt\n\n # TODO: if you want to get the grad when the reduction = \"sum\", you can use the follow code\n # grad_sum = prediction_grad.reshape(original_shape)\n\n grad_dict = {\n \"np_grad_mean\": grad_mean,\n }\n\n return grad_dict\n\n # Use Numpy to compute l1 loss\n np_out_l1loss_dict = np_l1loss(input, target)\n # Use Numpy to compute l1 grad\n np_grad_dict = np_l1_loss_diff(input, target)\n\n def assert_prediction_grad(blob: tp.Numpy):\n # Evaluate the gradient. Here we only test the reduction type == \"mean\"\n assert np.allclose(blob, np_grad_dict[\"np_grad_mean\"])\n\n @flow.global_function(type=\"train\", function_config=func_config)\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: _compare_l1loss_with_np, np_l1loss, np_l1_loss_diff, assert_prediction_grad\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
861c79331c252b7937573a42f8e033c57c978cd9
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import unittest import datetime from dida import schemas, triggers from marshmallow import ValidationError class TestTriggerSchema(unittest.TestCase): def test_dump_trigger(self): result = schemas.TriggerSchema().dump(triggers.IntervalTrigger()) print('IntervalTrigger dump:', result) result = schemas.TriggerSchema().dump(triggers.DateTrigger()) print('DateTrigger dump:', result)
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def test_load_trigger(self): self.assertRaises(ValidationError, schemas.TriggerSchema().load, {"type": "unknown"}) obj = schemas.TriggerSchema().load({'type': "interval"}) self.assertIsInstance(obj, triggers.IntervalTrigger) obj = schemas.TriggerSchema().load({'type': 'date', "params": {'run_date': "2020-01-01 00:00:00"}}) self.assertEqual(obj.run_date, datetime.datetime(2020, 1, 1).astimezone())
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advanced
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testing
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code_completion
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Pythoncode:Python
| 2
| 1
| 869
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport unittest\nimport datetime\n\nfrom dida import schemas, triggers\nfrom marshmallow import ValidationError\n\n\nclass TestTriggerSchema(unittest.TestCase):\n def test_dump_trigger(self):\n result = schemas.TriggerSchema().dump(triggers.IntervalTrigger())\n print('IntervalTrigger dump:', result)\n\n result = schemas.TriggerSchema().dump(triggers.DateTrigger())\n print('DateTrigger dump:', result)"}, {"role": "assistant", "content": "\n\n def test_load_trigger(self):\n self.assertRaises(ValidationError, schemas.TriggerSchema().load, {\"type\": \"unknown\"})\n\n obj = schemas.TriggerSchema().load({'type': \"interval\"})\n self.assertIsInstance(obj, triggers.IntervalTrigger)\n\n obj = schemas.TriggerSchema().load({'type': 'date', \"params\": {'run_date': \"2020-01-01 00:00:00\"}})\n self.assertEqual(obj.run_date, datetime.datetime(2020, 1, 1).astimezone())"}]
| false
| null | null | null |
861cc7ffb7999a7f4d6f545192eee4e0b87dd394
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from django.shortcuts import render from rest_framework import status from rest_framework.generics import ( class ContentList(ListCreateAPIView): queryset = Content.objects.all() serializer_class = KeywordSerializer parser_classes = (MultiPartParser,) def get(self, request): try: queryset = self.get_queryset() serializer = ContentStatusListSerializer(queryset, many=True) context = {"success": True, "message": "Chapter List","data": serializer.data} return Response(context, status=status.HTTP_200_OK) except Exception as error: context = {'success': "false", 'message': 'Failed to get Chapter list.'} return Response(context, status=status.HTTP_500_INTERNAL_SERVER_ERROR) def post(self, request,format=None): try: # Complete this line serializer = ContentListSerializer(data=request.data) if serializer.is_valid(): serializer.save() context = {"success": True, "message": "Created Successful", "data": serializer.data} return Response(context, status=status.HTTP_200_OK) context = {"success": False, "message": "Invalid Input Data to create content"} return Response(context, status=status.HTTP_400_BAD_REQUEST) except Exception as error: context = {'success': "false", 'message': 'Failed to create content.'} return Response(context, status=status.HTTP_500_INTERNAL_SERVER_ERROR) @permission_classes((IsAuthenticated,)) class ContentRetrieveUpdate(RetrieveUpdateAPIView): queryset = Content.objects.all() serializer_class = ContentListSerializer def get(self, request): try: queryset = self.get_object() serializer = ContentListSerializer(queryset, many=True) context = {"success": True, "message": "Chapter List","data": serializer.data} return Response(context, status=status.HTTP_200_OK) except Exception as error: context = {'success': "false", 'message': 'Failed to get content list.'} return Response(context, status=status.HTTP_500_INTERNAL_SERVER_ERROR) ... [36 more functiondefs truncated] ...
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The missing line is:
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 3
| 2
| 2,253
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.shortcuts import render\nfrom rest_framework import status\nfrom rest_framework.generics import (\nclass ContentList(ListCreateAPIView):\n queryset = Content.objects.all()\n serializer_class = KeywordSerializer\n parser_classes = (MultiPartParser,)\n\n def get(self, request):\n try:\n queryset = self.get_queryset()\n serializer = ContentStatusListSerializer(queryset, many=True)\n context = {\"success\": True, \"message\": \"Chapter List\",\"data\": serializer.data}\n return Response(context, status=status.HTTP_200_OK)\n except Exception as error:\n context = {'success': \"false\", 'message': 'Failed to get Chapter list.'}\n return Response(context, status=status.HTTP_500_INTERNAL_SERVER_ERROR)\n\n def post(self, request,format=None):\n try:\n # Complete this line\n serializer = ContentListSerializer(data=request.data)\n if serializer.is_valid():\n serializer.save()\n context = {\"success\": True, \"message\": \"Created Successful\", \"data\": serializer.data}\n return Response(context, status=status.HTTP_200_OK)\n context = {\"success\": False, \"message\": \"Invalid Input Data to create content\"}\n return Response(context, status=status.HTTP_400_BAD_REQUEST)\n except Exception as error:\n context = {'success': \"false\", 'message': 'Failed to create content.'}\n return Response(context, status=status.HTTP_500_INTERNAL_SERVER_ERROR)\n\n@permission_classes((IsAuthenticated,))\nclass ContentRetrieveUpdate(RetrieveUpdateAPIView):\n queryset = Content.objects.all()\n serializer_class = ContentListSerializer\n\n def get(self, request):\n try:\n queryset = self.get_object()\n serializer = ContentListSerializer(queryset, many=True)\n context = {\"success\": True, \"message\": \"Chapter List\",\"data\": serializer.data}\n return Response(context, status=status.HTTP_200_OK)\n except Exception as error:\n context = {'success': \"false\", 'message': 'Failed to get content list.'}\n return Response(context, status=status.HTTP_500_INTERNAL_SERVER_ERROR)\n\n\n ... [36 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
861cdcc494cb3bd3e797fd81fd6a76984fde4f26
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- """ Example to train and evaluate a model with given data @author: Quoc-Tuan Truong <tuantq.vnu@gmail.com> """ from cornac.data import Reader from cornac.eval_methods import BaseMethod from cornac.models import MF from cornac.metrics import MAE, RMSE from cornac.utils import cache # Download MovieLens 100K provided training and test splits reader = Reader() train_data = reader.read(cache(url='http://files.grouplens.org/datasets/movielens/ml-100k/u1.base')) test_data = reader.read(cache(url='http://files.grouplens.org/datasets/movielens/ml-100k/u1.test')) eval_method = BaseMethod.from_splits(train_data=train_data, test_data=test_data, exclude_unknowns=False, verbose=True) mf = MF(k=10, max_iter=25, learning_rate=0.01, lambda_reg=0.02, use_bias=True, early_stop=True, verbose=True) # Evaluation result = eval_method.evaluate(model=mf, metrics=[MAE(), RMSE()], user_based=True) print(result)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 3 ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 24 💡 Suggestions: Add closing quote at line 3 Remove debug print() at line 28 before production
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 975
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\"\"\"\nExample to train and evaluate a model with given data\n\n@author: Quoc-Tuan Truong <tuantq.vnu@gmail.com>\n\"\"\"\n\nfrom cornac.data import Reader\nfrom cornac.eval_methods import BaseMethod\nfrom cornac.models import MF\nfrom cornac.metrics import MAE, RMSE\nfrom cornac.utils import cache\n\n# Download MovieLens 100K provided training and test splits\nreader = Reader()\ntrain_data = reader.read(cache(url='http://files.grouplens.org/datasets/movielens/ml-100k/u1.base'))\ntest_data = reader.read(cache(url='http://files.grouplens.org/datasets/movielens/ml-100k/u1.test'))\n\neval_method = BaseMethod.from_splits(train_data=train_data, test_data=test_data,\n exclude_unknowns=False, verbose=True)\n\nmf = MF(k=10, max_iter=25, learning_rate=0.01, lambda_reg=0.02,\n use_bias=True, early_stop=True, verbose=True)\n\n# Evaluation\nresult = eval_method.evaluate(model=mf, metrics=[MAE(), RMSE()], user_based=True)\nprint(result)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 3\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 3\n Remove debug print() at line 28 before production"}]
| false
| null | null | null |
861d74d55db578d9eef6b283f432f055362e839e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os import numpy as np import cv2 import albumentations from PIL import Image from torch.utils.data import Dataset from taming.data.sflckr import SegmentationBase # for examples included in repo class Examples(SegmentationBase): def __init__(self, size=256, random_crop=False, interpolation="bicubic"): super().__init__(data_csv="data/ade20k_examples.txt", data_root="data/ade20k_images", segmentation_root="data/ade20k_segmentations", size=size, random_crop=random_crop, interpolation=interpolation, n_labels=151, shift_segmentation=False) # With semantic map and scene label class ADE20kBase(Dataset): ... [8 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 1
| 2
| 799
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nimport numpy as np\nimport cv2\nimport albumentations\nfrom PIL import Image\nfrom torch.utils.data import Dataset\n\nfrom taming.data.sflckr import SegmentationBase # for examples included in repo\n\n\nclass Examples(SegmentationBase):\n def __init__(self, size=256, random_crop=False, interpolation=\"bicubic\"):\n super().__init__(data_csv=\"data/ade20k_examples.txt\",\n data_root=\"data/ade20k_images\",\n segmentation_root=\"data/ade20k_segmentations\",\n size=size, random_crop=random_crop,\n interpolation=interpolation,\n n_labels=151, shift_segmentation=False)\n\n\n# With semantic map and scene label\nclass ADE20kBase(Dataset):\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
861eccc43552e108c8eb7cab4531e62034debd26
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 70
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
861f13a8761f8f22a82c122d42219d7e56bf820e
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #Doesn't work. import time fibonacci = [1, 1] # Complete this line while len(fibonacci) < n: fibonacci.append(fibonacci[-1] + fibonacci[-2]) for i in range(n): print(fibonacci[i], end=' ')
|
The missing line is: n = int(input())
|
intermediate
|
general
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 203
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#Doesn't work.\r\nimport time\r\n\r\nfibonacci = [1, 1]\r\n # Complete this line\nwhile len(fibonacci) < n:\r\n fibonacci.append(fibonacci[-1] + fibonacci[-2])\r\nfor i in range(n):\r\n print(fibonacci[i], end=' ')"}, {"role": "assistant", "content": "The missing line is:\nn = int(input())"}]
| false
| null | null | null |
861f5e4cfdc98de2a394371bb5b02dd397322979
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class Message(object): def __init__(self, keywords, args): self.keywords = keywords self.args = args def content(self): return " ".join(map(str, self.args)) def prefix(self): return "[%s] " % (":".join(self.keywords)) def __str__(self): return self.prefix() + self.content() class Producer(object): """ (deprecated) Log producer API which sends messages to be logged to a 'consumer' object, which then prints them to stdout, stderr, files, etc. Used extensively by PyPy-1.1. """ Message = Message # to allow later customization keywords2consumer = {} def __init__(self, keywords, keywordmapper=None, **kw): if hasattr(keywords, 'split'): keywords = tuple(keywords.split()) self._keywords = keywords if keywordmapper is None: keywordmapper = default_keywordmapper self._keywordmapper = keywordmapper def __repr__(self): return "<py.log.Producer %s>" % ":".join(self._keywords) def __getattr__(self, name): if '_' in name: raise AttributeError(name) producer = self.__class__(self._keywords + (name,)) setattr(self, name, producer) return producer def __call__(self, *args): """ write a message to the appropriate consumer(s) """ func = self._keywordmapper.getconsumer(self._keywords) if func is not None: func(self.Message(self._keywords, args)) class KeywordMapper: def __init__(self): self.keywords2consumer = {} def getstate(self): return self.keywords2consumer.copy() def setstate(self, state): self.keywords2consumer.clear() self.keywords2consumer.update(state) def getconsumer(self, keywords): """ return a consumer matching the given keywords. tries to find the most suitable consumer by walking, starting from the back, the list of keywords, the first consumer matching a keyword is returned (falling back to py.log.default) """ for i in range(len(keywords), 0, -1): try: return self.keywords2consumer[keywords[:i]] except KeyError: continue return self.keywords2consumer.get('default', default_consumer) ... [17 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 17 Invalid syntax at line 74: ... [17 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 8 Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 52 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 72 ✨ Improvements: Complete the expression on the last line Add closing quote at line 17 Review syntax near the error location
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 12
| 3
| 2,468
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass Message(object):\r\n def __init__(self, keywords, args):\r\n self.keywords = keywords\r\n self.args = args\r\n\r\n def content(self):\r\n return \" \".join(map(str, self.args))\r\n\r\n def prefix(self):\r\n return \"[%s] \" % (\":\".join(self.keywords))\r\n\r\n def __str__(self):\r\n return self.prefix() + self.content()\r\n\r\n\r\nclass Producer(object):\r\n \"\"\" (deprecated) Log producer API which sends messages to be logged\r\n to a 'consumer' object, which then prints them to stdout,\r\n stderr, files, etc. Used extensively by PyPy-1.1.\r\n \"\"\"\r\n\r\n Message = Message # to allow later customization\r\n keywords2consumer = {}\r\n\r\n def __init__(self, keywords, keywordmapper=None, **kw):\r\n if hasattr(keywords, 'split'):\r\n keywords = tuple(keywords.split())\r\n self._keywords = keywords\r\n if keywordmapper is None:\r\n keywordmapper = default_keywordmapper\r\n self._keywordmapper = keywordmapper\r\n\r\n def __repr__(self):\r\n return \"<py.log.Producer %s>\" % \":\".join(self._keywords)\r\n\r\n def __getattr__(self, name):\r\n if '_' in name:\r\n raise AttributeError(name)\r\n producer = self.__class__(self._keywords + (name,))\r\n setattr(self, name, producer)\r\n return producer\r\n\r\n def __call__(self, *args):\r\n \"\"\" write a message to the appropriate consumer(s) \"\"\"\r\n func = self._keywordmapper.getconsumer(self._keywords)\r\n if func is not None:\r\n func(self.Message(self._keywords, args))\r\n\r\nclass KeywordMapper:\r\n def __init__(self):\r\n self.keywords2consumer = {}\r\n\r\n def getstate(self):\r\n return self.keywords2consumer.copy()\r\n def setstate(self, state):\r\n self.keywords2consumer.clear()\r\n self.keywords2consumer.update(state)\r\n\r\n def getconsumer(self, keywords):\r\n \"\"\" return a consumer matching the given keywords.\r\n\r\n tries to find the most suitable consumer by walking, starting from\r\n the back, the list of keywords, the first consumer matching a\r\n keyword is returned (falling back to py.log.default)\r\n \"\"\"\r\n for i in range(len(keywords), 0, -1):\r\n try:\r\n return self.keywords2consumer[keywords[:i]]\r\n except KeyError:\r\n continue\r\n return self.keywords2consumer.get('default', default_consumer)\r\n\r\n\n ... [17 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 17\n Invalid syntax at line 74: ... [17 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 8\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 48\n Unexpected indentation at line 52\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 17\n Review syntax near the error location"}]
| false
| null | null | null |
86205fe9ef8a0c045201301f18357ead5b9c92fc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import re from model.contact import Contact def test_all_contacts(app, db): contacts_from_db = db.get_contact_list() phone_list_from_db = db.phones_from_db() #email_liset_from_db = db.emails_from_db() phone_list = [] for phone in phone_list_from_db: phone_list.append(merge_phones_like_on_home_page(phone)) email_list = [] #for email in email_liset_from_db: # email_list.append(merge_mail_like_on_home_page(email)) contacts_from_home_page = sorted(app.contact.get_contact_list(), key=Contact.id_
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 15 - expected ')' • SyntaxError: '(' was never closed at line 15 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 544
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport re\nfrom model.contact import Contact\n\n\ndef test_all_contacts(app, db):\n contacts_from_db = db.get_contact_list()\n phone_list_from_db = db.phones_from_db()\n #email_liset_from_db = db.emails_from_db()\n phone_list = []\n for phone in phone_list_from_db:\n phone_list.append(merge_phones_like_on_home_page(phone))\n email_list = []\n #for email in email_liset_from_db:\n # email_list.append(merge_mail_like_on_home_page(email))\n contacts_from_home_page = sorted(app.contact.get_contact_list(), key=Contact.id_"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 15 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 15\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86207cdb07326bc532b6b5b79d11a692b3f498c4
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """ ABP analyzer and graphics tests """ cases = [ ('Run Pymodel Graphics to generate dot file from FSM model, no need use pma', 'pmg ABP'), ('Generate SVG file from dot', 'dotsvg ABP'), # Now display ABP.dot in browser ('Run PyModel Analyzer to generate FSM from original FSM, should be the same', 'pma ABP'), ('Run PyModel Graphics to generate a file of graphics commands from new FSM', 'pmg ABPFSM'), 'Generate an svg file from the graphics commands', 'dotsvg ABPFSM'), # Now display ABPFSM.svg in browser, should look the same as ABP.svg ]
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 • Unmatched closing bracket ')' at line 21 • Unmatched bracket/parenthesis at line 21 Fixes: • Add closing quote at line 1 • Check opening and closing brackets
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 603
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"\nABP analyzer and graphics tests\n\"\"\"\n\ncases = [\n ('Run Pymodel Graphics to generate dot file from FSM model, no need use pma',\n 'pmg ABP'),\n\n ('Generate SVG file from dot',\n 'dotsvg ABP'),\n\n # Now display ABP.dot in browser\n\n ('Run PyModel Analyzer to generate FSM from original FSM, should be the same',\n 'pma ABP'),\n\n ('Run PyModel Graphics to generate a file of graphics commands from new FSM',\n 'pmg ABPFSM'),\n\n 'Generate an svg file from the graphics commands',\n 'dotsvg ABPFSM'),\n\n # Now display ABPFSM.svg in browser, should look the same as ABP.svg\n]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 Unmatched closing bracket ')' at line 21\n \u2022 Unmatched bracket/parenthesis at line 21\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Check opening and closing brackets"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8621222cce83ccae2b5fe5d557b5c9ece5f258f8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Generated by Django 3.1.2 on 2020-10-26 12:21 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('games', '0001_initial'), ] operations = [ migrations.AlterField( model_name='game', name='score', field=models.FloatField(null=True, verbose_name='Score'), ), migr ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: model_name='game', name='series', field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='games.series'), ), ]
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 428
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Generated by Django 3.1.2 on 2020-10-26 12:21\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('games', '0001_initial'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='game',\n name='score',\n field=models.FloatField(null=True, verbose_name='Score'),\n ),\n migr\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 model_name='game',\n name='series',\n field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE, to='games.series'),\n ),\n ]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86226920fab3327506a58d2f239e976d2e4d87d4
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: """ PackageTools - A set of tools to aid working with packages. Copyright (c) 1998-2000, Marc-Andre Lemburg; mailto:mal@lemburg.com Copyright (c) 2000-2015, eGenix.com Software GmbH; mailto:info@egenix.com See the documentation for further information on copyrights, or contact the author. All Rights Reserved. """ __version__ = '0.4.0' import os,types,sys,re,imp,__builtin__ import mx.Tools.NewBuiltins # RE to identify Python modules suffixes = projection(imp.get_suffixes(),0) module_name = re.compile('(.*)(' + '|'.join(suffixes) + ')$') initmodule_name = re.compile('__init__(' + '|'.join(suffixes) + ')$') initmodule_names = [] for suffix in suffixes: initmodule_names.append('__init__' + suffix) def find_packages(dir=os.curdir, files_only=0, recursive=0, ignore_modules=0, pkgbasename='', pkgdict=None, isdir=os.path.isdir,exists=os.path.exists, isfile=os.path.isfile,join=os.path.join,listdir=os.listdir, module_name=module_name,initmodule_name=initmodule_name): """ Return a list of package names found in dir. Packages are Python modules and subdirectories that provide an __init__ module. The .py extension is removed from the files. The __init__ modules are not considered being seperate packages. If files_only is true, only Python files are included in the search (subdirectories are *not* taken into account). If ignore_modules is true (default is false), modules are ignored. If recursive is true the search recurses into package directories. pkgbasename and pkgdict are only used during recursion. """ l = listdir(dir) if pkgdict == None: pkgdict = {} if files_only: for filename in l: m = module_name.match(filename) if m is not None and \ m.group(1) != '__init__': pkgdict[pkgbasename + m.group(1)] = 1 else: for filename in l: path = join(dir, filename) if isdir(path): # Check for __init__ module(s) for name in initmodule_names: if isfile(join(path, name)): pkgname = pkgbasename + filename pkgdict[pkgname] = 1 if recursive: find_packages(path, recursive=1, pkgbasename=pkgname + '.', pkgdict=pkgdict) break elif not ignore_modules: m = module_name.match(filename) if m is not None and \ m.group(1) != '__init__': pkgdict[pkgbasename + m.group(1)] = 1 return pkgdict.keys() def find_subpackages(package, recursive=0, splitpath=o ... [code truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Using == instead of is for None Severity: LOW Location: Line 45 Buggy code: if pkgdict == None: Should be: if pkgdict is None: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
intermediate
|
database
|
logical_errors
|
Pythoncode:Python
| 2
| 0
| 3,033
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n\"\"\" PackageTools - A set of tools to aid working with packages.\n\n Copyright (c) 1998-2000, Marc-Andre Lemburg; mailto:mal@lemburg.com\n Copyright (c) 2000-2015, eGenix.com Software GmbH; mailto:info@egenix.com\n See the documentation for further information on copyrights,\n or contact the author. All Rights Reserved.\n\"\"\"\n__version__ = '0.4.0'\n\nimport os,types,sys,re,imp,__builtin__\nimport mx.Tools.NewBuiltins\n\n# RE to identify Python modules\nsuffixes = projection(imp.get_suffixes(),0)\nmodule_name = re.compile('(.*)(' + '|'.join(suffixes) + ')$')\ninitmodule_name = re.compile('__init__(' + '|'.join(suffixes) + ')$')\ninitmodule_names = []\nfor suffix in suffixes:\n initmodule_names.append('__init__' + suffix)\n\ndef find_packages(dir=os.curdir, files_only=0, recursive=0, ignore_modules=0,\n pkgbasename='', pkgdict=None,\n \n isdir=os.path.isdir,exists=os.path.exists,\n isfile=os.path.isfile,join=os.path.join,listdir=os.listdir,\n module_name=module_name,initmodule_name=initmodule_name):\n\n \"\"\" Return a list of package names found in dir.\n\n Packages are Python modules and subdirectories that provide an\n __init__ module. The .py extension is removed from the\n files. The __init__ modules are not considered being seperate\n packages.\n\n If files_only is true, only Python files are included in the\n search (subdirectories are *not* taken into account). If\n ignore_modules is true (default is false), modules are\n ignored. If recursive is true the search recurses into package\n directories.\n\n pkgbasename and pkgdict are only used during recursion.\n \n \"\"\"\n l = listdir(dir)\n if pkgdict == None:\n pkgdict = {}\n if files_only:\n for filename in l:\n m = module_name.match(filename)\n if m is not None and \\\n m.group(1) != '__init__':\n pkgdict[pkgbasename + m.group(1)] = 1\n else:\n for filename in l:\n path = join(dir, filename)\n if isdir(path):\n # Check for __init__ module(s)\n for name in initmodule_names:\n if isfile(join(path, name)):\n pkgname = pkgbasename + filename\n pkgdict[pkgname] = 1\n if recursive:\n find_packages(path,\n recursive=1,\n pkgbasename=pkgname + '.',\n pkgdict=pkgdict)\n break\n elif not ignore_modules:\n m = module_name.match(filename)\n if m is not None and \\\n m.group(1) != '__init__':\n pkgdict[pkgbasename + m.group(1)] = 1\n return pkgdict.keys()\n\ndef find_subpackages(package, recursive=0,\n\n splitpath=o\n\n ... [code 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 45\n\n Buggy code:\n if pkgdict == None:\n\n Should be:\n if pkgdict is None:\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
|
862625f0bd5d6882a14a812018126e427778e14a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: def hexescape(char): """Escape char as RFC 2396 specifies""" hex_repr = hex(ord(char))[2:].upper() if len(hex_repr) == 1: hex_repr = "0%s" % hex_repr return "%" + hex_repr # Shortcut for testing FancyURLopener _urlopener = None def urlopen(url, data=None, proxies=None): """urlopen(url [, data]) -> open file-like object""" global _urlopener if proxies is not None: opener = urllib.request.FancyURLopener(proxies=proxies) elif not _urlopener: opener = FancyURLopener() _urlopener = opener else: opener = _urlopener if data is None: return opener.open(url) else: return opener.open(url, data) def FancyURLopener(): with support.check_warnings( ('FancyURLopener style of invoking requests is deprecated.', DeprecationWarning)): return urllib.request.FancyURLopener() def fakehttp(fakedata, mock_close=False): class FakeSocket(io.BytesIO): io_refs = 1 def sendall(self, data): FakeHTTPConnection.buf = data def makefile(self, *args, **kwds): self.io_refs += 1 return self def read(self, amt=None): if self.closed: return b"" return io.BytesIO.read(self, amt) def readline(self, length=None): if self.closed: return b"" return io.BytesIO.readline(self, length) def close(self): self.io_refs -= 1 if self.io_refs == 0: io.BytesIO.close(self) class FakeHTTPConnection(http.client.HTTPConnection): # buffer to store data for verification in urlopen tests. buf = None def connect(self): self.sock = FakeSocket(self.fakedata) type(self).fakesock = self.sock if mock_close: # bpo-36918: HTTPConnection destructor calls close() which calls # flush(). Problem: flush() calls self.fp.flush() which raises # "ValueError: I/O operation on closed file" which is logged as an # "Exception ignored in". Override close() to silence this error. def close(self): pass FakeHTTPConnection.fakedata = fakedata return FakeHTTPConnection class FakeHTTPMixin(object): def fakehttp(self, fakedata, mock_close=False): fake_http_class = fakehttp(fakedata, mock_close=mock_close) self._connection_class = http.client.HTTPConnection http.client.HTTPConnection = fake_http_class def unfakehttp(self): http.client.HTTPConnection = self._connection_class class FakeFTPMixin(object): def fakeftp(self): class FakeFtpWrapper(object): def __init__(self, user, passwd, host, port, dirs, timeout=None, persistent=True): pass ... [145 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 61 has no indented body Invalid syntax at line 100: ... [145 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 44 Unexpected indentation at line 49 Unexpected indentation at line 54 Unexpected indentation at line 58 Unexpected indentation at line 64 Unexpected indentation at line 68 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 77 Unexpected indentation at line 85 Unexpected indentation at line 86 Unexpected indentation at line 96 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 15
| 5
| 2,947
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ndef hexescape(char):\n \"\"\"Escape char as RFC 2396 specifies\"\"\"\n hex_repr = hex(ord(char))[2:].upper()\n if len(hex_repr) == 1:\n hex_repr = \"0%s\" % hex_repr\n return \"%\" + hex_repr\n\n# Shortcut for testing FancyURLopener\n_urlopener = None\n\n\ndef urlopen(url, data=None, proxies=None):\n \"\"\"urlopen(url [, data]) -> open file-like object\"\"\"\n global _urlopener\n if proxies is not None:\n opener = urllib.request.FancyURLopener(proxies=proxies)\n elif not _urlopener:\n opener = FancyURLopener()\n _urlopener = opener\n else:\n opener = _urlopener\n if data is None:\n return opener.open(url)\n else:\n return opener.open(url, data)\n\n\ndef FancyURLopener():\n with support.check_warnings(\n ('FancyURLopener style of invoking requests is deprecated.',\n DeprecationWarning)):\n return urllib.request.FancyURLopener()\n\n\ndef fakehttp(fakedata, mock_close=False):\n class FakeSocket(io.BytesIO):\n io_refs = 1\n\n def sendall(self, data):\n FakeHTTPConnection.buf = data\n\n def makefile(self, *args, **kwds):\n self.io_refs += 1\n return self\n\n def read(self, amt=None):\n if self.closed:\n return b\"\"\n return io.BytesIO.read(self, amt)\n\n def readline(self, length=None):\n if self.closed:\n return b\"\"\n return io.BytesIO.readline(self, length)\n\n def close(self):\n self.io_refs -= 1\n if self.io_refs == 0:\n io.BytesIO.close(self)\n\n class FakeHTTPConnection(http.client.HTTPConnection):\n\n # buffer to store data for verification in urlopen tests.\n buf = None\n\n def connect(self):\n self.sock = FakeSocket(self.fakedata)\n type(self).fakesock = self.sock\n\n if mock_close:\n # bpo-36918: HTTPConnection destructor calls close() which calls\n # flush(). Problem: flush() calls self.fp.flush() which raises\n # \"ValueError: I/O operation on closed file\" which is logged as an\n # \"Exception ignored in\". Override close() to silence this error.\n def close(self):\n pass\n FakeHTTPConnection.fakedata = fakedata\n\n return FakeHTTPConnection\n\n\nclass FakeHTTPMixin(object):\n def fakehttp(self, fakedata, mock_close=False):\n fake_http_class = fakehttp(fakedata, mock_close=mock_close)\n self._connection_class = http.client.HTTPConnection\n http.client.HTTPConnection = fake_http_class\n\n def unfakehttp(self):\n http.client.HTTPConnection = self._connection_class\n\n\nclass FakeFTPMixin(object):\n def fakeftp(self):\n class FakeFtpWrapper(object):\n def __init__(self, user, passwd, host, port, dirs, timeout=None,\n persistent=True):\n pass\n\n\n ... [145 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 61 has no indented body\n Invalid syntax at line 100: ... [145 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 6\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 44\n Unexpected indentation at line 49\n Unexpected indentation at line 54\n Unexpected indentation at line 58\n Unexpected indentation at line 64\n Unexpected indentation at line 68\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 77\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n Unexpected indentation at line 96\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
8626687151185e3140516d592a31a3534739d928
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Python 2 and 3 from __future__ import unicode_literals from ...models import Address, SeasonalPriceBand from ..base import Product class Transport(Product): _resource_name = 'transports' _is_listable = False
|
_as_is_fields = [ 'id', 'href', 'availability', 'name', 'product_line', 'sku', 'type', 'sub_type' ] _date_time_fields_utc = ['date_created', 'date_last_modified'] _model_fields = [('start_address', Address), ('finish_address', Address)] _model_collection_fields = [('price_bands', SeasonalPriceBand)]
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 1
| 553
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Python 2 and 3\nfrom __future__ import unicode_literals\n\nfrom ...models import Address, SeasonalPriceBand\n\nfrom ..base import Product\n\n\nclass Transport(Product):\n\n _resource_name = 'transports'\n _is_listable = False"}, {"role": "assistant", "content": "\n\n _as_is_fields = [\n 'id', 'href', 'availability', 'name', 'product_line', 'sku', 'type', 'sub_type'\n ]\n _date_time_fields_utc = ['date_created', 'date_last_modified']\n _model_fields = [('start_address', Address), ('finish_address', Address)]\n _model_collection_fields = [('price_bands', SeasonalPriceBand)]"}]
| false
| null | null | null |
86273fb9e1a631cb61fc755f591bccb65bcc2063
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from discord.ext import commands import json import random with open("assets/json/questions.json") as data: data = json.load(data) dares = data["dares"] class Dare(commands.Cog): def __init__(self, client): self.client = client @commands.command(aliases=["d"]) async def dare(self, ctx): dare = random.choice(dares) await ctx.send(dare def setup(client): client.add_cog(Dare(client))
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 18 - expected ')' • SyntaxError: '(' was never closed at line 18 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 439
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom discord.ext import commands\nimport json\nimport random\n\n\nwith open(\"assets/json/questions.json\") as data:\n data = json.load(data)\n dares = data[\"dares\"]\n\n\nclass Dare(commands.Cog):\n def __init__(self, client):\n self.client = client\n\n @commands.command(aliases=[\"d\"])\n async def dare(self, ctx):\n dare = random.choice(dares)\n await ctx.send(dare\n\n\ndef setup(client):\n client.add_cog(Dare(client))"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 18 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 18\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8627cb215475c4cdba11abae1ef96d79eaf6f75a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright 2013-2015 David Mohr # # 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 random import randint import mtpy ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from . import * # noqa def seed_const():
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 6
| 0
| 618
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2013-2015 David Mohr\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.\nfrom random import randint\n\nimport mtpy\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\nfrom . import * # noqa\n\n\ndef seed_const():"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8627f95ead1f5387af07178d55a37d9519bc58b3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # encoding: utf-8 import sys from market_maker import OrderManager from settings import * import os from pymongo import MongoClient, ASCENDING from pymongo.errors import ConnectionFailure from datetime import datetime , timedelta import numpy as np ######################################################################################################################## # constants class LoggerEngine(object): LogDir = "LogDir" #---------------------------------------------------------------------- def __init__(self, logName , in_debug = True , open_md = "w"): if os.path.exists(self.LogDir) == False: os.mkdir( self.LogDir ) self.logPath = os.path.join(self.LogDir , logName) self.now_debug = in_debug if self.now_debug: self.f = open( self.logPath , open_md) #---------------------------------------------------------------------- def error(self, msg , error_id): if self.now_debug: self.f.write(datetime.now().strftime("%Y-%m-%d %H:%M:%S") + " : " + "Error msg %s: %s " % (str(error_id) , msg) + "\n") self.f.flush() #---------------------------------------------------------------------- def info(self, msg): if self.now_debug: self.f.write(datetime.now().strftime("%Y-%m-%d %H:%M:%S") + " : " + msg + "\n") self.f.flush() #---------------------------------------------------------------------- def close(self): self.f.close() ''' tick 数据的格式 ''' class TickData(object): #---------------------------------------------------------------------- ... [26 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 4
| 2
| 1,679
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# encoding: utf-8\n\nimport sys\n\nfrom market_maker import OrderManager\nfrom settings import *\nimport os\n\nfrom pymongo import MongoClient, ASCENDING\nfrom pymongo.errors import ConnectionFailure\n\nfrom datetime import datetime , timedelta\n\nimport numpy as np\n\n\n########################################################################################################################\n# constants\nclass LoggerEngine(object):\n LogDir = \"LogDir\"\n\n #----------------------------------------------------------------------\n def __init__(self, logName , in_debug = True , open_md = \"w\"):\n if os.path.exists(self.LogDir) == False:\n os.mkdir( self.LogDir )\n\n self.logPath = os.path.join(self.LogDir , logName)\n\n self.now_debug = in_debug\n if self.now_debug:\n self.f = open( self.logPath , open_md)\n\n #----------------------------------------------------------------------\n def error(self, msg , error_id):\n if self.now_debug:\n self.f.write(datetime.now().strftime(\"%Y-%m-%d %H:%M:%S\") + \" : \" + \"Error msg %s: %s \" % (str(error_id) , msg) + \"\\n\")\n self.f.flush()\n\n #----------------------------------------------------------------------\n def info(self, msg):\n if self.now_debug:\n self.f.write(datetime.now().strftime(\"%Y-%m-%d %H:%M:%S\") + \" : \" + msg + \"\\n\")\n self.f.flush()\n\n #----------------------------------------------------------------------\n def close(self):\n self.f.close()\n\n'''\ntick \u6570\u636e\u7684\u683c\u5f0f\n'''\nclass TickData(object):\n #----------------------------------------------------------------------\n\n ... [26 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
862895e0beee8139d3bebfdbda1b874ae1ecc23b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright (c) 2008-2013 LOGILAB S.A. (Paris, FRANCE). # http://www.logilab.fr/ -- mailto:contact@logilab.fr # # This program is free software; you can redistribute it and/or modify it under # the terms of the GNU General Public License as published by the Free Software # Foundation; either version 2 of the License, or (at your option) any later # version. # # This program is distributed in the hope that it will be useful, but WITHOUT # ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS # FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. # # You should have received a copy of the GNU General Public License along with # this program; if not, write to the Free Software Foundation, Inc., # 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. class DiagramWriter(object): """base class for writing project diagrams """ Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- # Copyright (c) 2008-2013 LOGILAB S.A. (Paris, FRANCE). # http://www.logilab.fr/ -- mailto:contact@logilab.fr # # This program is free software; you can redistribute it and/or modify it under # the terms of the GNU General Public License as published by the Free Software # Foundation; either version 2 of the License, or (at your option) any later # version. # # This program is distributed in the hope that it will be useful, but WITHOUT # ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS # FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. # # You should have received a copy of the GNU General Public License along with # this program; if not, write to the Free Software Foundation, Inc., # 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. class DiagramWriter(object): """base class for writing project diagrams """ def __init__(self, config, styles): Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 921
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright (c) 2008-2013 LOGILAB S.A. (Paris, FRANCE).\n# http://www.logilab.fr/ -- mailto:contact@logilab.fr\n#\n# This program is free software; you can redistribute it and/or modify it under\n# the terms of the GNU General Public License as published by the Free Software\n# Foundation; either version 2 of the License, or (at your option) any later\n# version.\n#\n# This program is distributed in the hope that it will be useful, but WITHOUT\n# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS\n# FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License along with\n# this program; if not, write to the Free Software Foundation, Inc.,\n# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.\nclass DiagramWriter(object):\n \"\"\"base class for writing project diagrams\n \"\"\"\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n# Copyright (c) 2008-2013 LOGILAB S.A. (Paris, FRANCE).\n# http://www.logilab.fr/ -- mailto:contact@logilab.fr\n#\n# This program is free software; you can redistribute it and/or modify it under\n# the terms of the GNU General Public License as published by the Free Software\n# Foundation; either version 2 of the License, or (at your option) any later\n# version.\n#\n# This program is distributed in the hope that it will be useful, but WITHOUT\n# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS\n# FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License along with\n# this program; if not, write to the Free Software Foundation, Inc.,\n# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.\nclass DiagramWriter(object):\n \"\"\"base class for writing project diagrams\n \"\"\"\n def __init__(self, config, styles):\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8628a8ccf18c32191b9cace42141414df8e8de89
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import logging from ariadne import MutationType, convert_kwargs_to_snake_case from config import clients, messages, queue mutation = MutationType() @mutation.field("createMessage") @convert_kwargs_to_snake_case async def resolve_create_message(obj, info, content, client_id): try: message = {"content": content, "client_id": client_id} messages.append(message) # Complete this line return {"success": True, "message": message} except Exception as error: return {"success": False, "errors": [str(error)]} @mutation.field("createClient") @convert_kwargs_to_snake_case async def resolve_create_client(obj, info, client_id): try: logging.info(f"Client id: {client_id}") if not clients.get(client_id): client = {"client_id": client_id} clients[client_id] = client return {"success": True, "client": client} return {"success": False, "errors": ["Client is taken"]} except Exception as error: return {"success": False, "errors": [str(error)]}
|
The missing line is: await queue.put(message)
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,070
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport logging\nfrom ariadne import MutationType, convert_kwargs_to_snake_case\nfrom config import clients, messages, queue\n\nmutation = MutationType()\n\n\n@mutation.field(\"createMessage\")\n@convert_kwargs_to_snake_case\nasync def resolve_create_message(obj, info, content, client_id):\n try:\n message = {\"content\": content, \"client_id\": client_id}\n messages.append(message)\n # Complete this line\n return {\"success\": True, \"message\": message}\n except Exception as error:\n return {\"success\": False, \"errors\": [str(error)]}\n\n\n@mutation.field(\"createClient\")\n@convert_kwargs_to_snake_case\nasync def resolve_create_client(obj, info, client_id):\n try:\n logging.info(f\"Client id: {client_id}\")\n if not clients.get(client_id):\n client = {\"client_id\": client_id}\n clients[client_id] = client\n return {\"success\": True, \"client\": client}\n return {\"success\": False, \"errors\": [\"Client is taken\"]}\n\n except Exception as error:\n return {\"success\": False, \"errors\": [str(error)]}"}, {"role": "assistant", "content": "The missing line is:\n await queue.put(message)"}]
| false
| null | null | null |
86291f58eceea662a0595f262f1d06df3c3cd46d
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os from django.conf import settings from django.template.loader import render_to_string from django.utils import timezone import json import requests from urllib.parse import quote, urlencode from hc.accounts.models import Profile from hc.lib import emails from hc.lib.string import replace def tmpl(template_name, **ctx): template_path = "integrations/%s" % template_name # \xa0 is non-breaking space. It causes SMS messages to use UCS2 encoding # and cost twice the money. return render_to_string(template_path, ctx).strip().replace("\xa0", " ") class Transport(object): def __init__(self, channel): self.channel = channel def notify(self, check): """ Send notification about current status of the check. This method returns None on success, and error message on error. """ raise NotImplementedError() def is_noop(self, check): """ Return True if transport will ignore check's current status. This method is overridden in Webhook subclass where the user can configure webhook urls for "up" and "down" events, and both are optional. """ return False def checks(self): return self.channel.project.check_set.order_by("created") class Email(Transport): def notify(self, check, bounce_url): if not self.channel.email_verified: return "Email not verified" unsub_link = self.channel.get_unsub_link() headers = { "X-Bounce-Url": bounce_url, "List-Unsubscribe": "<%s>" % unsub_link, "List-Unsubscribe-Post": "List-Unsubscribe=One-Click", } try: # Look up the sorting preference for this email address p = Profile.objects.get(user__email=self.channel.email_value) sort = p.sort except Profile.DoesNotExist: # Default sort order is by check's creation time sort = "created" # list() executes the query, to avoid DB access while # rendering a template ctx = { "check": check, "checks": list(self.checks()), "sort": sort, "now": timezone.now(), "unsub_link": unsub_link, } emails.alert(self.channel.email_value, ctx, headers) def is_noop(self, check): if not self.channel.email_verified: return True if check.status == "down": return not self.channel.email_notify_down else: return not self.channel.email_notify_up class Shell(Transport): ... [58 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 7
| 3
| 2,668
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\n\nfrom django.conf import settings\nfrom django.template.loader import render_to_string\nfrom django.utils import timezone\nimport json\nimport requests\nfrom urllib.parse import quote, urlencode\n\nfrom hc.accounts.models import Profile\nfrom hc.lib import emails\nfrom hc.lib.string import replace\n\ndef tmpl(template_name, **ctx):\n template_path = \"integrations/%s\" % template_name\n # \\xa0 is non-breaking space. It causes SMS messages to use UCS2 encoding\n # and cost twice the money.\n return render_to_string(template_path, ctx).strip().replace(\"\\xa0\", \" \")\n\n\nclass Transport(object):\n def __init__(self, channel):\n self.channel = channel\n\n def notify(self, check):\n \"\"\" Send notification about current status of the check.\n\n This method returns None on success, and error message\n on error.\n\n \"\"\"\n\n raise NotImplementedError()\n\n def is_noop(self, check):\n \"\"\" Return True if transport will ignore check's current status.\n\n This method is overridden in Webhook subclass where the user can\n configure webhook urls for \"up\" and \"down\" events, and both are\n optional.\n\n \"\"\"\n\n return False\n\n def checks(self):\n return self.channel.project.check_set.order_by(\"created\")\n\n\nclass Email(Transport):\n def notify(self, check, bounce_url):\n if not self.channel.email_verified:\n return \"Email not verified\"\n\n unsub_link = self.channel.get_unsub_link()\n\n headers = {\n \"X-Bounce-Url\": bounce_url,\n \"List-Unsubscribe\": \"<%s>\" % unsub_link,\n \"List-Unsubscribe-Post\": \"List-Unsubscribe=One-Click\",\n }\n\n try:\n # Look up the sorting preference for this email address\n p = Profile.objects.get(user__email=self.channel.email_value)\n sort = p.sort\n except Profile.DoesNotExist:\n # Default sort order is by check's creation time\n sort = \"created\"\n\n # list() executes the query, to avoid DB access while\n # rendering a template\n ctx = {\n \"check\": check,\n \"checks\": list(self.checks()),\n \"sort\": sort,\n \"now\": timezone.now(),\n \"unsub_link\": unsub_link,\n }\n\n emails.alert(self.channel.email_value, ctx, headers)\n\n def is_noop(self, check):\n if not self.channel.email_verified:\n return True\n\n if check.status == \"down\":\n return not self.channel.email_notify_down\n else:\n return not self.channel.email_notify_up\n\n\nclass Shell(Transport):\n\n ... [58 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8629a20e8661d77754338b9cfeef38848a59f1c8
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/env python3 # # Copyright 2022 Graviti. Licensed under MIT License. # class PackageRepo: """The local git repo of the external Portex package. Arguments: url: The git repo url of the external package. revision: The git repo revision (tag/commit) of the external package. """ _env: Dict[str, Any] = {} def __init__(self, url: str, revision: str) -> None: tempdir = Path(gettempdir()) / "portex" tempdir.mkdir(exist_ok=True) md5_instance = md5() md5_instance.update(url.encode("utf-8")) md5_instance.update(revision.encode("utf-8")) self._path = tempdir / md5_instance.hexdigest() self._url = url self._revision = revision try: self._prepare_repo() except FileNotFoundError: raise GitNotFoundError() from None def _prepare_repo(self) -> None: if not self._path.exists(): self._clone_repo() elif not self._check_repo_integrity(): rmtree(self._path) self._clone_repo() def _run(self, args: List[str]) -> "CompletedProcess[bytes]": return run(args, cwd=self._path, env=self._env, stdout=PIPE, stderr=PIPE, check=True) def _init_repo(self) -> None: self._run(["git", "init"]) self._run(["git", "remote", "add", "origin", self._url]) def _shallow_fetch(self) -> None: self._run(["git", "fetch", "origin", self._revision, "--depth=1"]) self._run(["git", "checkout", "FETCH_HEAD"]) def _deep_fetch(self) -> None: try: self._run(["git", "fetch", "origin"]) except CalledProcessError as error: raise GitCommandError( "'git fetch' failed, most likely due to the repo url is invalid.", error,
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) from None try: self._run(["git", "checkout", self._revision]) except CalledProcessError as error: raise GitCommandError( "'git checkout' failed, most likely due to the repo revision is invalid.", error, ) from None def _check_repo_integrity(self) -> bool: try: result = self._run(["git", "status", "--porcelain"]) except CalledProcessError: # The git command failed means the git repo has been cleaned or broken return False return not bool(result.stdout) def _clone_repo(self) -> None: print(f"Cloning repo '{self._url}@{self._revision}'") path = self._path path.mkdir() try: self._init_repo() try: self._shallow_fetch() except CalledProcessError: self._deep_fetch() except (CalledProcessError, GitCommandError, FileNotFoundError): rmtree(path) raise print(f"Cloned to '{path}'") ... [13 more functiondefs truncated] ...
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advanced
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machine_learning
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code_completion
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Pythoncode:Python
| 8
| 1
| 2,969
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n#\n# Copyright 2022 Graviti. Licensed under MIT License.\n#\nclass PackageRepo:\n \"\"\"The local git repo of the external Portex package.\n\n Arguments:\n url: The git repo url of the external package.\n revision: The git repo revision (tag/commit) of the external package.\n\n \"\"\"\n\n _env: Dict[str, Any] = {}\n\n def __init__(self, url: str, revision: str) -> None:\n tempdir = Path(gettempdir()) / \"portex\"\n tempdir.mkdir(exist_ok=True)\n\n md5_instance = md5()\n md5_instance.update(url.encode(\"utf-8\"))\n md5_instance.update(revision.encode(\"utf-8\"))\n\n self._path = tempdir / md5_instance.hexdigest()\n self._url = url\n self._revision = revision\n\n try:\n self._prepare_repo()\n except FileNotFoundError:\n raise GitNotFoundError() from None\n\n def _prepare_repo(self) -> None:\n if not self._path.exists():\n self._clone_repo()\n elif not self._check_repo_integrity():\n rmtree(self._path)\n self._clone_repo()\n\n def _run(self, args: List[str]) -> \"CompletedProcess[bytes]\":\n return run(args, cwd=self._path, env=self._env, stdout=PIPE, stderr=PIPE, check=True)\n\n def _init_repo(self) -> None:\n self._run([\"git\", \"init\"])\n self._run([\"git\", \"remote\", \"add\", \"origin\", self._url])\n\n def _shallow_fetch(self) -> None:\n self._run([\"git\", \"fetch\", \"origin\", self._revision, \"--depth=1\"])\n self._run([\"git\", \"checkout\", \"FETCH_HEAD\"])\n\n def _deep_fetch(self) -> None:\n try:\n self._run([\"git\", \"fetch\", \"origin\"])\n except CalledProcessError as error:\n raise GitCommandError(\n \"'git fetch' failed, most likely due to the repo url is invalid.\",\n error,"}, {"role": "assistant", "content": "\n ) from None\n\n try:\n self._run([\"git\", \"checkout\", self._revision])\n except CalledProcessError as error:\n raise GitCommandError(\n \"'git checkout' failed, most likely due to the repo revision is invalid.\",\n error,\n ) from None\n\n def _check_repo_integrity(self) -> bool:\n try:\n result = self._run([\"git\", \"status\", \"--porcelain\"])\n except CalledProcessError:\n # The git command failed means the git repo has been cleaned or broken\n return False\n\n return not bool(result.stdout)\n\n def _clone_repo(self) -> None:\n print(f\"Cloning repo '{self._url}@{self._revision}'\")\n\n path = self._path\n path.mkdir()\n try:\n self._init_repo()\n try:\n self._shallow_fetch()\n except CalledProcessError:\n self._deep_fetch()\n except (CalledProcessError, GitCommandError, FileNotFoundError):\n rmtree(path)\n raise\n\n print(f\"Cloned to '{path}'\")\n\n\n ... [13 more functiondefs truncated] ..."}]
| false
| null | null | null |
8629c195c4f2a076441e398a8eff9a8680863488
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from typing import Dict, List, Any from ..df.types import Definition from ..df.base import op from ..util.data import traverse_get def mapping_extract_value(mapping: Dict[str, Any], traverse: List[str]): """ Extracts value from a given mapping. P
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 8 • SyntaxError: unterminated triple-quoted string literal (detected at line 11) at line 8 Fixes: • Add closing quote at line 8 • Review code syntax
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intermediate
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machine_learning
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syntax_repair
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Pythoncode:Python
| 2
| 0
| 261
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom typing import Dict, List, Any\n\nfrom ..df.types import Definition\nfrom ..df.base import op\nfrom ..util.data import traverse_get\n\ndef mapping_extract_value(mapping: Dict[str, Any], traverse: List[str]):\n \"\"\"\n Extracts value from a given mapping.\n\n P"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 8\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 11) at line 8\n\n Fixes:\n \u2022 Add closing quote at line 8\n \u2022 Review code syntax"}]
| true
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syntax
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MID_STRING
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CRITICAL
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862a6e4ef7c112a1f58f960d0cfe8a4298a64c51
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import time import sys import pkg_resources import os import retrying from sqlalchemy.exc import IntegrityError # anchore modules import anchore_engine.clients.services.common import anchore_engine.subsys.servicestatus import anchore_engine.subsys.metrics from anchore_engine.subsys import logger from anchore_engine.configuration import localconfig from anchore_engine.clients.services import simplequeue, internal_client_for from anchore_engine.clients.services.simplequeue import SimpleQueueClient from anchore_engine.service import ApiService, LifeCycleStages from anchore_engine.services.policy_engine.engine.feeds.feeds import ( def _check_feed_client_credentials(): from anchore_engine.services.policy_engine.engine.feeds.client import get_client sleep_time = feed_config_check_backoff last_ex = None for i in range(feed_config_check_retries): if i > 0: logger.info( "Waiting for {} seconds to try feeds client config check again".format( sleep_time ) ) time.sleep(sleep_time) sleep_time += feed_config_check_backoff try: logger.info( "Checking feeds client credentials. Attempt {} of {}".format( i + 1, feed_config_check_retries ) ) client = get_client() client = None logger.info("Feeds client credentials ok") return True except Exception as e: logger.warn( "Could not verify feeds endpoint and/or config. Got exception: {}".format( e ) # Complete this line last_ex = e else: if last_ex: raise last_ex else: raise Exception( "Exceeded retries for feeds client config check. Failing check" ) def _system_creds(): global system_user_auth if not system_user_auth: config = localconfig.get_config() system_user_auth = config["system_user_auth"] return system_user_auth def process_preflight(): """ Execute the preflight functions, aborting service startup if any throw uncaught exceptions or return False return value :return: """ preflight_check_functions = [init_db_content, init_feed_registry] for fn in preflight_check_functions: try: fn() except Exception as e: logger.exception( "Preflight checks failed with error: {}. Aborting service startup".format( e ) ) sys.exit(1) ... [9 more functiondefs truncated] ...
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The missing line is: )
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intermediate
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api
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fill_in_the_blank
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Pythoncode:Python
| 3
| 0
| 2,720
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport time\nimport sys\nimport pkg_resources\nimport os\nimport retrying\n\nfrom sqlalchemy.exc import IntegrityError\n\n# anchore modules\nimport anchore_engine.clients.services.common\nimport anchore_engine.subsys.servicestatus\nimport anchore_engine.subsys.metrics\nfrom anchore_engine.subsys import logger\nfrom anchore_engine.configuration import localconfig\nfrom anchore_engine.clients.services import simplequeue, internal_client_for\nfrom anchore_engine.clients.services.simplequeue import SimpleQueueClient\nfrom anchore_engine.service import ApiService, LifeCycleStages\nfrom anchore_engine.services.policy_engine.engine.feeds.feeds import (\ndef _check_feed_client_credentials():\n from anchore_engine.services.policy_engine.engine.feeds.client import get_client\n\n sleep_time = feed_config_check_backoff\n last_ex = None\n\n for i in range(feed_config_check_retries):\n if i > 0:\n logger.info(\n \"Waiting for {} seconds to try feeds client config check again\".format(\n sleep_time\n )\n )\n time.sleep(sleep_time)\n sleep_time += feed_config_check_backoff\n\n try:\n logger.info(\n \"Checking feeds client credentials. Attempt {} of {}\".format(\n i + 1, feed_config_check_retries\n )\n )\n client = get_client()\n client = None\n logger.info(\"Feeds client credentials ok\")\n return True\n except Exception as e:\n logger.warn(\n \"Could not verify feeds endpoint and/or config. Got exception: {}\".format(\n e\n )\n # Complete this line\n last_ex = e\n else:\n if last_ex:\n raise last_ex\n else:\n raise Exception(\n \"Exceeded retries for feeds client config check. Failing check\"\n )\n\n\ndef _system_creds():\n global system_user_auth\n\n if not system_user_auth:\n config = localconfig.get_config()\n system_user_auth = config[\"system_user_auth\"]\n\n return system_user_auth\n\n\ndef process_preflight():\n \"\"\"\n Execute the preflight functions, aborting service startup if any throw uncaught exceptions or return False return value\n\n :return:\n \"\"\"\n\n preflight_check_functions = [init_db_content, init_feed_registry]\n\n for fn in preflight_check_functions:\n try:\n fn()\n except Exception as e:\n logger.exception(\n \"Preflight checks failed with error: {}. Aborting service startup\".format(\n e\n )\n )\n sys.exit(1)\n\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n )"}]
| false
| null | null | null |
862ab8872e3c569f3400e44a0e697886a1c4335b
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: """Scraper for Supreme Court of U.S. CourtID: scotus Court Short Name: scotus History: - 2014-07-20 - Created by Andrei Chelaru, reviewed by MLR - 2017-10-09 - Updated by MLR. """ from datetime import datetime from juriscraper.OralArgumentSite import OralArgumentSite class Site(OralArgumentSite): def __init__(self, *args, **kwargs): super(Site, self).__init__(*args, **kwargs) self.court_id = self.__module__ self.url = ( "http://www.supremecourt.gov/oral_arguments/argument_audio.aspx" ) self.back_scrape_iterable = list(range(2010, 2015)) def _get_download_urls(self): path = "id('list')//tr//a/text()" return list(map(self._return_download_url, self.html.xpath(path))) @staticmethod def _return_download_url(d): file_type = "mp3" # or 'wma' is also available for any case. download_url = "http://www.supremecourt.gov/media/audio/{type}files/{docket_number}.{type}".format( type=file_type, docket_number=d # Complete this line return download_url def _get_case_names(self): path = "id('list')//tr/td/span/text()" return [s.lstrip(". ") for s in self.html.xpath(path)] def _get_case_dates(self): path = "id('list')//tr/td[2]//text()" return [ datetime.strptime(s, "%m/%d/%y").date() for s in self.html.xpath(path) if not "Date" in s ] def _get_docket_numbers(self): path = "id('list')//tr//a/text()" return list(self.html.xpath(path)) def _download_backwards(self, year): self.url = ( "http://www.supremecourt.gov/oral_arguments/argument_audio/%s" % year ) self.html = self._download()
|
The missing line is: )
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 7
| 1
| 1,767
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"Scraper for Supreme Court of U.S.\nCourtID: scotus\nCourt Short Name: scotus\nHistory:\n - 2014-07-20 - Created by Andrei Chelaru, reviewed by MLR\n - 2017-10-09 - Updated by MLR.\n\"\"\"\n\nfrom datetime import datetime\n\nfrom juriscraper.OralArgumentSite import OralArgumentSite\n\n\nclass Site(OralArgumentSite):\n def __init__(self, *args, **kwargs):\n super(Site, self).__init__(*args, **kwargs)\n self.court_id = self.__module__\n self.url = (\n \"http://www.supremecourt.gov/oral_arguments/argument_audio.aspx\"\n )\n self.back_scrape_iterable = list(range(2010, 2015))\n\n def _get_download_urls(self):\n path = \"id('list')//tr//a/text()\"\n return list(map(self._return_download_url, self.html.xpath(path)))\n\n @staticmethod\n def _return_download_url(d):\n file_type = \"mp3\" # or 'wma' is also available for any case.\n download_url = \"http://www.supremecourt.gov/media/audio/{type}files/{docket_number}.{type}\".format(\n type=file_type, docket_number=d\n # Complete this line\n return download_url\n\n def _get_case_names(self):\n path = \"id('list')//tr/td/span/text()\"\n return [s.lstrip(\". \") for s in self.html.xpath(path)]\n\n def _get_case_dates(self):\n path = \"id('list')//tr/td[2]//text()\"\n return [\n datetime.strptime(s, \"%m/%d/%y\").date()\n for s in self.html.xpath(path)\n if not \"Date\" in s\n ]\n\n def _get_docket_numbers(self):\n path = \"id('list')//tr//a/text()\"\n return list(self.html.xpath(path))\n\n def _download_backwards(self, year):\n self.url = (\n \"http://www.supremecourt.gov/oral_arguments/argument_audio/%s\"\n % year\n )\n self.html = self._download()"}, {"role": "assistant", "content": "The missing line is:\n )"}]
| false
| null | null | null |
862c0ef5874a647cec05d7913d882ea14b577a42
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- import argparse import os import shutil import time import numpy as np import random from collections import OrderedDict import torch
|
import torch.backends.cudnn as cudnn from callbacks import AverageMeter from data_utils.causal_data_loader_frames import VideoFolder from utils import save_results from tqdm import tqdm ... [7 more functiondefs truncated] ...
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intermediate
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data_processing
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code_completion
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Pythoncode:Python
| 0
| 0
| 409
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\r\nimport argparse\r\nimport os\r\nimport shutil\r\nimport time\r\nimport numpy as np\r\nimport random\r\nfrom collections import OrderedDict\r\nimport torch"}, {"role": "assistant", "content": "\nimport torch.backends.cudnn as cudnn\r\nfrom callbacks import AverageMeter\r\nfrom data_utils.causal_data_loader_frames import VideoFolder\r\nfrom utils import save_results\r\nfrom tqdm import tqdm\r\n\r\n\n ... [7 more functiondefs truncated] ..."}]
| false
| null | null | null |
862c27d164efa5a02f7a2714b410e87587a9e318
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # encoding: utf-8 from flask import Flask from flask_sqlalchemy import SQLAlchemy from flask_cors import CORS import logging app = Flask(__name__) CORS(app, resources={r"/*": {"origins": "*"}}) app.config.from_object('config.current') db = SQLAlchemy(app) logger = logging.getLogger(__name__) logger.setLevel(logging.INFO) ''' ''' import application.jwt import application.routes.config import application.routes.user import application.routes.permission import application.routes.role import application.routes.access # after Model defined db.create_all()
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Code analysis results: 🔴 Errors found: Unterminated string literal at line 20 ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 6 Unexpected indentation at line 9 Unexpected indentation at line 12 💡 Suggestions: Add closing quote at line 20
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intermediate
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database
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debugging
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Pythoncode:Python
| 0
| 0
| 606
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# encoding: utf-8\r\n\r\nfrom flask import Flask\r\nfrom flask_sqlalchemy import SQLAlchemy\r\nfrom flask_cors import CORS\r\n\r\n\r\nimport logging\r\n\r\napp = Flask(__name__)\r\nCORS(app, resources={r\"/*\": {\"origins\": \"*\"}})\r\n\r\napp.config.from_object('config.current')\r\n\r\ndb = SQLAlchemy(app)\r\n\r\nlogger = logging.getLogger(__name__)\r\nlogger.setLevel(logging.INFO)\r\n\r\n'''\r\n\r\n'''\r\n\r\nimport application.jwt\r\n\r\nimport application.routes.config\r\nimport application.routes.user\r\nimport application.routes.permission\r\nimport application.routes.role\r\nimport application.routes.access\r\n\r\n\r\n\r\n\r\n# after Model defined\r\ndb.create_all()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 20\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 6\n Unexpected indentation at line 9\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 20"}]
| false
| null | null | null |
862c8c299735f25fc3f48ddc79dfdcc178dd4e54
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from Module import AbstractModule class Module(AbstractModule): def __init__(self): AbstractModule.__init__(self) def run( self, network, antecedents, out_attributes, user_options, num_cores, outfile): import os import shutil from genomicode import filelib in_data = antecedents result_files = os.listdir(in_data.identifier) for result_file in result_files: if '-controls' in result_file: goal_file = os.path.join(in_data.identifier, result_file) shutil.copyfile(goal_file, outfile) assert filelib.exists_nz(outfile), ( 'the output file %s for illu_control fails' % outfile ) def name_outfile(self, antecedents, user_options): from Betsy import module_utils original_file = module_utils.get_inputid(antecedents.identifier) filename = 'control_illumina_' + original_file + '.gct' return filename
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Code Review: ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 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 18 Unexpected indentation at line 19 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 ✨ Improvements: Add docstring to class 'Module' Add docstring to function 'run' Add docstring to function 'name_outfile'
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advanced
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testing
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code_review
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Pythoncode:Python
| 3
| 1
| 1,004
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom Module import AbstractModule\n\nclass Module(AbstractModule):\n def __init__(self):\n AbstractModule.__init__(self)\n\n def run(\n self, network, antecedents, out_attributes, user_options, num_cores,\n outfile):\n import os\n import shutil\n from genomicode import filelib\n in_data = antecedents\n result_files = os.listdir(in_data.identifier)\n for result_file in result_files:\n if '-controls' in result_file:\n goal_file = os.path.join(in_data.identifier, result_file)\n shutil.copyfile(goal_file, outfile)\n \n \n assert filelib.exists_nz(outfile), (\n 'the output file %s for illu_control fails' % outfile\n )\n\n\n def name_outfile(self, antecedents, user_options):\n from Betsy import module_utils\n original_file = module_utils.get_inputid(antecedents.identifier)\n filename = 'control_illumina_' + original_file + '.gct'\n return filename"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\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 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n\n\u2728 Improvements:\n Add docstring to class 'Module'\n Add docstring to function 'run'\n Add docstring to function 'name_outfile'"}]
| false
| null | null | null |
862cf0dcbc5e00c994d2c00c5e16de0409816e8b
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from string import Template import re class PositionalArgumentTemplate(Template): # (?i): 大文字小文字を区別しないモードを開始する # (?-i): 大文字小文字を区別しないモードを無効にする idpattern_default = Template.idpattern # (?-i:[_a-zA-Z][_a-zA-Z0-9]*) idpattern = '([0-9]+)' def find_place_holders(self, template:str): #for m in re.findall(self.pattern, template): #for m in re.finditer(self.pattern, template): for m in self.pattern.finditer(template): print(m, type(m)) #print(dir(m)) #print(len(m.groups())) print(m[0]) #print(m.groups()) #print(m, m.groups(), m.group('named'), type(m)) #print(m.group('escaped')) #print(m.group('named')) #print(m.group('braced')) #print(m.group('invalid')) if __name__ == '__main__': template_str = '${0} is Aug.' t = PositionalArgumentTemplate(template_str) print(template_str) print(dir(t)) print(t.delimiter) print(t.idpattern) print(type(t.idpattern)) print(t.flags) print(t.pattern) print(t.substitute(**{'0':'V'})) t.find_place_holders(template_str)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 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 ✨ Improvements: Add docstring to class 'PositionalArgumentTemplate' Remove debug print() at line 13 before production Remove debug print() at line 16 before production Remove debug print() at line 28 before production Remove debug print() at line 29 before production Remove debug print() at line 30 before production Remove debug print() at line 31 before production Remove debug print() at line 32 before production Remove debug print() at line 33 before production Remove debug print() at line 34 before production Remove debug print() at line 35 before production
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 1
| 1
| 1,166
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom string import Template\nimport re\nclass PositionalArgumentTemplate(Template):\n # (?i): \u5927\u6587\u5b57\u5c0f\u6587\u5b57\u3092\u533a\u5225\u3057\u306a\u3044\u30e2\u30fc\u30c9\u3092\u958b\u59cb\u3059\u308b\n # (?-i): \u5927\u6587\u5b57\u5c0f\u6587\u5b57\u3092\u533a\u5225\u3057\u306a\u3044\u30e2\u30fc\u30c9\u3092\u7121\u52b9\u306b\u3059\u308b\n idpattern_default = Template.idpattern # (?-i:[_a-zA-Z][_a-zA-Z0-9]*)\n idpattern = '([0-9]+)'\n\n def find_place_holders(self, template:str):\n #for m in re.findall(self.pattern, template):\n #for m in re.finditer(self.pattern, template):\n for m in self.pattern.finditer(template):\n print(m, type(m))\n #print(dir(m))\n #print(len(m.groups()))\n print(m[0])\n #print(m.groups())\n #print(m, m.groups(), m.group('named'), type(m))\n #print(m.group('escaped'))\n #print(m.group('named'))\n #print(m.group('braced'))\n #print(m.group('invalid'))\n\n\nif __name__ == '__main__':\n template_str = '${0} is Aug.'\n t = PositionalArgumentTemplate(template_str)\n print(template_str)\n print(dir(t))\n print(t.delimiter)\n print(t.idpattern)\n print(type(t.idpattern))\n print(t.flags)\n print(t.pattern)\n print(t.substitute(**{'0':'V'}))\n t.find_place_holders(template_str)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 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\n\u2728 Improvements:\n Add docstring to class 'PositionalArgumentTemplate'\n Remove debug print() at line 13 before production\n Remove debug print() at line 16 before production\n Remove debug print() at line 28 before production\n Remove debug print() at line 29 before production\n Remove debug print() at line 30 before production\n Remove debug print() at line 31 before production\n Remove debug print() at line 32 before production\n Remove debug print() at line 33 before production\n Remove debug print() at line 34 before production\n Remove debug print() at line 35 before production"}]
| false
| null | null | null |
862dc531f725b524bb6846cb090205fc7468f382
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright The Linux Foundation and each contributor to CommunityBridge. # SPDX-License-Identifier: MIT import json import os import requests import uuid import hug import pytest from falcon import HTTP_200, HTTP_409 import cla from cla import routes ID_TOKEN = os.environ.get('ID_TOKEN') API_URL = os.environ.get('API_URL') def test_create_company_duplicate(): """ Test creating duplicate company names """ import pdb;pdb.set_trace() url = f'{API_URL}/v1/company' company_name = 'test_company_name' da Error: SyntaxError / EOF
|
Fixed Code: # Copyright The Linux Foundation and each contributor to CommunityBridge. # SPDX-License-Identifier: MIT import json import os import requests import uuid import hug import pytest from falcon import HTTP_200, HTTP_409 import cla from cla import routes ID_TOKEN = os.environ.get('ID_TOKEN') API_URL = os.environ.get('API_URL') def test_create_company_duplicate(): """ Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 537
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright The Linux Foundation and each contributor to CommunityBridge.\n# SPDX-License-Identifier: MIT\n\nimport json\nimport os\nimport requests\nimport uuid\n\nimport hug\nimport pytest\nfrom falcon import HTTP_200, HTTP_409\n\nimport cla\nfrom cla import routes\n\nID_TOKEN = os.environ.get('ID_TOKEN')\nAPI_URL = os.environ.get('API_URL')\n\ndef test_create_company_duplicate():\n \"\"\"\n Test creating duplicate company names\n \"\"\"\n import pdb;pdb.set_trace()\n url = f'{API_URL}/v1/company'\n company_name = 'test_company_name'\n da\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright The Linux Foundation and each contributor to CommunityBridge.\n# SPDX-License-Identifier: MIT\n\nimport json\nimport os\nimport requests\nimport uuid\n\nimport hug\nimport pytest\nfrom falcon import HTTP_200, HTTP_409\n\nimport cla\nfrom cla import routes\n\nID_TOKEN = os.environ.get('ID_TOKEN')\nAPI_URL = os.environ.get('API_URL')\n\ndef test_create_company_duplicate():\n \"\"\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
862e0a0793ac26ff1693be29a952ce4f785121be
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright(c) 2017, Dimitar Venkov # @5devene, dimitar.ven@gmail.com # www.badmonkeys.net import clr def tolist(obj1): if hasattr(obj1,"__iter__"): return obj1 else: return [obj1] def write_str(str1, GCL, str_file=str_file, size1=size1): ln1 = len(str1) if ln1 > size1[1]: size1[1] = ln1 str_file.write("%s%s\n" % ("".join(GCL), str1) ) def list2str(l1, writeInd, GCL=None, GCint=-1, size1=size1): if GCL is None: GCL = [] GCint += 1 GCL.append(None) for i, x in enumerate(l1): GCL[GCint] = "[%i] " % i if writeInd else " " if hasattr(x, "Id"): #is element write_str("%s %i" % (x.ToString(), x.Id), GCL) elif hasattr(x, "__iter__"): if not x: write_str("Empty List", GCL) else: list2str(x, writeInd, GCL, GCint, size1) elif x is None: write_str("null", GCL) else: write_str(x.ToString(), GCL) size1[0] += 19 GCL.pop(GCint) GCint -= 1 class WatchBox(Form): def __init__(self, t1): self.Text = "SpringNodes: Expandable Watch Window" self.BackColor = Color.FromArgb(40,40,40) self.ControlBox = False self.TopMost = True self.FormBorderStyle = FormBorderStyle.Sizable self.StartPosition = FormStartPosition.CenterScreen self.Resize += self.resize1 self.text1 = None self.button1 = Button() self.button1.Text = 'Close' self.button1.Font = Font("Calibri", 10) self.button1.AutoSize = True self.button1.Width = 200 self.button1.ForeColor = Color.FromArgb(234,234,234) self.button1.Click += self.save self.Controls.Add(self.button1) self.box1 = RichTextBox() self.box1.Multiline = True self.box1.Location = Point(5, 5) self.box1.Font = Font("Calibri", 12) self.box1.BackColor = Color.FromArgb(53,53,53) self.box1.ForeColor = Color.FromArgb(234,234,234) self.box1.DetectUrls = True self.box1.Text = t1 self.Controls.Add(self.box1) def adjust_controls(self, height1, width1): if height1 > 800: height1 = 800 self.box1.ScrollBars = RichTextBoxScrollBars.Vertical if width1 < 23 : width1 = 23 if width1 > 88: width1 = 88 self.Width = 10 + (width1 + 2) * 9 #character width seems to vary between PCs self.Height = height1 + 90 self.box1.Width = self.Width - 17 self.box1.Height = self.Height - 80 self.button1.Location = Point(self.Width/2 - 103, self.Height - 70) def resize1(self, sender, event): if self.Width < 210: self.Width = 230 if self.Height < 120: self.Height = 120 self.box1.Width = self.Width - 17 self.box1.Height = self.Height - 80 self.button1.Location = Point(self.Width/2 - 103, self.Height - 70) def save(self, sender, event): self.text1 = self.box1.Text self.Close() l1 = [] if IN[0] is None else tolist(IN[0]) list2str(l1, IN[1]) str_content = str_file.getvalue() str_file.close() width1 = 100 form = WatchBox(str_content) form.adjust_controls(*size1) Application.Run(form) OUT = form.text1 Application.Exit() form.Dispose()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 21 💡 Suggestions: Add docstring to function 'list2str' Add docstring to class 'WatchBox' Add docstring to function '__init__'
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 7
| 1
| 2,900
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright(c) 2017, Dimitar Venkov\n# @5devene, dimitar.ven@gmail.com\n# www.badmonkeys.net\n\nimport clr\n\ndef tolist(obj1):\n\tif hasattr(obj1,\"__iter__\"): return obj1\n\telse: return [obj1]\n\ndef write_str(str1, GCL, str_file=str_file, size1=size1):\n\tln1 = len(str1)\n\tif ln1 > size1[1]:\n\t\tsize1[1] = ln1\n\t\n\tstr_file.write(\"%s%s\\n\" % (\"\".join(GCL), str1) )\n\ndef list2str(l1, writeInd, GCL=None, GCint=-1, size1=size1):\n\tif GCL is None:\n\t\tGCL = []\n\tGCint += 1\n\tGCL.append(None)\n\tfor i, x in enumerate(l1):\n\t\tGCL[GCint] = \"[%i] \" % i if writeInd else \" \"\n\t\tif hasattr(x, \"Id\"): #is element\n\t\t\twrite_str(\"%s %i\" % (x.ToString(), x.Id), GCL)\n\t\telif hasattr(x, \"__iter__\"):\n\t\t\tif not x:\n\t\t\t\twrite_str(\"Empty List\", GCL)\n\t\t\telse:\n\t\t\t\tlist2str(x, writeInd, GCL, GCint, size1)\n\t\telif x is None:\n\t\t\twrite_str(\"null\", GCL)\n\t\telse:\n\t\t\twrite_str(x.ToString(), GCL)\n\t\tsize1[0] += 19\n\tGCL.pop(GCint)\n\tGCint -= 1\n\nclass WatchBox(Form):\n\tdef __init__(self, t1):\n\t\tself.Text = \"SpringNodes: Expandable Watch Window\"\n\t\tself.BackColor = Color.FromArgb(40,40,40)\n\t\tself.ControlBox = False\n\t\tself.TopMost = True\n\t\tself.FormBorderStyle = FormBorderStyle.Sizable\n\t\tself.StartPosition = FormStartPosition.CenterScreen\n\t\tself.Resize += self.resize1\n\t\tself.text1 = None\n\n\t\tself.button1 = Button()\n\t\tself.button1.Text = 'Close'\n\t\tself.button1.Font = Font(\"Calibri\", 10)\n\t\tself.button1.AutoSize = True\n\t\tself.button1.Width = 200\n\t\tself.button1.ForeColor = Color.FromArgb(234,234,234)\n\t\tself.button1.Click += self.save\n\t\tself.Controls.Add(self.button1)\n\t\t\n\t\tself.box1 = RichTextBox()\n\t\tself.box1.Multiline = True\n\t\tself.box1.Location = Point(5, 5)\n\t\tself.box1.Font = Font(\"Calibri\", 12)\n\t\tself.box1.BackColor = Color.FromArgb(53,53,53)\n\t\tself.box1.ForeColor = Color.FromArgb(234,234,234)\n\t\tself.box1.DetectUrls = True\n\t\tself.box1.Text = t1\n\t\tself.Controls.Add(self.box1)\n\n\tdef adjust_controls(self, height1, width1):\n\t\tif height1 > 800:\n\t\t\theight1 = 800\n\t\t\tself.box1.ScrollBars = RichTextBoxScrollBars.Vertical\n\t\tif width1 < 23 : width1 = 23\n\t\tif width1 > 88: width1 = 88\n\t\tself.Width = 10 + (width1 + 2) * 9 #character width seems to vary between PCs\n\t\tself.Height = height1 + 90\n\t\tself.box1.Width = self.Width - 17\n\t\tself.box1.Height = self.Height - 80\n\t\tself.button1.Location = Point(self.Width/2 - 103, self.Height - 70)\n\t\n\tdef resize1(self, sender, event):\n\t\tif self.Width < 210: self.Width = 230\n\t\tif self.Height < 120: self.Height = 120\n\t\tself.box1.Width = self.Width - 17\n\t\tself.box1.Height = self.Height - 80\n\t\tself.button1.Location = Point(self.Width/2 - 103, self.Height - 70)\n\t\n\tdef save(self, sender, event):\n\t\tself.text1 = self.box1.Text\n\t\tself.Close()\n\nl1 = [] if IN[0] is None else tolist(IN[0])\nlist2str(l1, IN[1])\nstr_content = str_file.getvalue()\nstr_file.close()\n\nwidth1 = 100\nform = WatchBox(str_content)\nform.adjust_controls(*size1)\n\nApplication.Run(form)\nOUT = form.text1\nApplication.Exit()\nform.Dispose()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 21\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'list2str'\n Add docstring to class 'WatchBox'\n Add docstring to function '__init__'"}]
| false
| null | null | null |
862fb7f41889fb9ebdc1d283480d889b7dbfd294
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Question: Nim Game My Submissions Question You are playing the following Nim Game with your friend: There is a heap of stones on the table, each time one of you take turns to remove 1 to 3 stones. The one who removes the last stone will be the winner. You will take the first turn to remove the stones. Both of you are very clever and have optimal strategies for the game. Write a function to determine whether you can win the game given the number of stones in the heap. For example, if there are 4 stones in the heap, then you will never win the game: no matter 1, 2, or 3 stones you remove, the last stone will always be removed by your friend. Hint: If there are 5 stones in the heap, could you figure out a way to remove the stones such that you will always be the winner? Credits: Special thanks to @jianchao.li.fighter for adding this problem and creating all test cases. Performance: 1. Total Accepted: 31755 Total Submissions: 63076 Difficulty: Easy 2. Your runtime beats 43.52% of python submissions. """ class Solution(object): def canWinNim(self, n): """ :type n: int :rtype: bool """ if n <= 3: return True if n % 4 == 0: return False else: return True assert Solution().canWinNim(0) is True assert Solution().canWinNim(1) is True assert Solution().canWinNim(2) is True assert Solution().canWinNim(3) is True assert Solution().canWinNim(4) is False assert Solution().canWinNim(5) is True assert Solution().canWinNim(6) is True assert Solution().canWinNim(7) is True assert Solution().canWinNim(8) is False
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 18 Unexpected indentation at line 25 Unexpected indentation at line 26 💡 Suggestions: Add closing quote at line 1 Add docstring to class 'Solution' Line 5 too long (263 chars) - break into multiple lines
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 1
| 1,658
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nQuestion:\n Nim Game My Submissions Question\n\n You are playing the following Nim Game with your friend: There is a heap of stones on the table, each time one of you take turns to remove 1 to 3 stones. The one who removes the last stone will be the winner. You will take the first turn to remove the stones.\n\nBoth of you are very clever and have optimal strategies for the game. Write a function to determine whether you can win the game given the number of stones in the heap.\n\nFor example, if there are 4 stones in the heap, then you will never win the game: no matter 1, 2, or 3 stones you remove, the last stone will always be removed by your friend.\n\nHint:\n If there are 5 stones in the heap, could you figure out a way to remove the stones such that you will always be the winner?\n Credits:\n Special thanks to @jianchao.li.fighter for adding this problem and creating all test cases.\n\nPerformance:\n 1. Total Accepted: 31755 Total Submissions: 63076 Difficulty: Easy\n 2. Your runtime beats 43.52% of python submissions.\n\"\"\"\n\n\nclass Solution(object):\n def canWinNim(self, n):\n \"\"\"\n :type n: int\n :rtype: bool\n \"\"\"\n if n <= 3:\n return True\n\n if n % 4 == 0:\n return False\n else:\n return True\n\n\nassert Solution().canWinNim(0) is True\nassert Solution().canWinNim(1) is True\nassert Solution().canWinNim(2) is True\nassert Solution().canWinNim(3) is True\nassert Solution().canWinNim(4) is False\nassert Solution().canWinNim(5) is True\nassert Solution().canWinNim(6) is True\nassert Solution().canWinNim(7) is True\nassert Solution().canWinNim(8) is False"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 18\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Add docstring to class 'Solution'\n Line 5 too long (263 chars) - break into multiple lines"}]
| false
| null | null | null |
8630212a84fb76678a871b47fba5eab501615806
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import unittest import base class Test(base.BaseScriptTest, unittest.TestCase): command_line = "./scripts/maf_extract_ranges_indexed.py ./test_data/maf_tests/mm8_chr7_tiny.maf -c -m 5 -p mm8." input_stdin = base.TestFile(filename="./test_da
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 8 • Unclosed '(' at line 8 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 251
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport unittest\n\nimport base\n\n\nclass Test(base.BaseScriptTest, unittest.TestCase):\n command_line = \"./scripts/maf_extract_ranges_indexed.py ./test_data/maf_tests/mm8_chr7_tiny.maf -c -m 5 -p mm8.\"\n input_stdin = base.TestFile(filename=\"./test_da"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 8\n \u2022 Unclosed '(' at line 8 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
863032b8210dd9655600e6a9f42f0fb08b0f6d53
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: ''' (c) 2011, 2012 Georgia Tech Research Corporation This source code is released under the New BSD license. Please see http://wiki.quantsoftware.org/index.php?title=QSTK_License for license details. Created on Feb 20, 2011 @author: John Cornwell @organization: Georgia Institute of Technology @contact: JohnWCornwellV@gmail.com @summary: This is an implementation of the 1-KNN algorithm for ranking features quickly. It uses the knn implementation. @status: oneKNN functions correctly, optimized to use n^2/2 algorithm. ''' import matplotlib.pyplot as plt from pylab import gca import itertools import string import numpy as np import math import knn from time import clock ''' @summary: Query function for 1KNN, return value is a double between 0 and 1. @param naData: A 2D numpy array. Each row is a data point with the final column containing the classification. ''' def oneKnn( naData ): if naData.ndim != 2: raise Exception( "Data should have two dimensions" ) lLen = naData.shape[0] ''' # of dimensions, subtract one for classification ''' lDim = naData.shape[1] - 1 ''' Start best distances as very large ''' ldDistances = [1E300] * lLen llIndexes = [-1] * lLen dDistance = 0.0; ''' Loop through finding closest neighbors ''' for i in range( lLen ): for j in range( i+1, lLen ): dDistance = 0.0 for k in range( 0, lDim ): dDistance += (naData[i][k] - naData[j][k])**2 dDistance = math.sqrt( dDistance ) ''' Two distances to check, for i's best, and j's best ''' if dDistance < ldDistances[i]: ldDistances[i] = dDistance llIndexes[i] = j if dDistance < ldDistances[j]: ldDistances[j] = dDistance llIndexes[j] = i lCount = 0 ''' Now count # of matching pairs ''' for i in range( lLen ): if naData[i][-1] == naData[ llIndexes[i] ][-1]: lCount = lCount + 1 return float(lCount) / lLen ''' Test function to plot results ''' def _plotResults( naDist1, naDist2, lfOneKnn, lf5Knn ): plt.clf() plt.subplot(311) plt.scatter( naDist1[:,0], naDist1[:,1] ) plt.scatter( naDist2[:,0], naDist2[:,1], color='r' ) #plt.ylabel( 'Feature 2' ) #plt.xlabel( 'Feature 1' ) #gca().annotate( '', xy=( .8, 0 ), xytext=( -.3 , 0 ), arrowprops=dict(facecolor='red', shrink=0.05) ) gca().annotate( '', xy=( .7, 0 ), xytext=( 1.5 , 0 ), arrowprops=dict(facecolor='black', shrink=0.05) ) plt.title( 'Data Distribution' ) plt.subplot(312) plt.plot( range( len(lfOneKnn) ), lfOneKnn ) plt.ylabel( '1-KNN Value' ) #plt.xlabel( 'Distribution Merge' ) plt.title( '1-KN ... [code truncated] ...
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Functions: oneKnn, _plotResults This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
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code_explanation
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Pythoncode:Python
| 2
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| 3,033
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n'''\r\n(c) 2011, 2012 Georgia Tech Research Corporation\r\nThis source code is released under the New BSD license. Please see\r\nhttp://wiki.quantsoftware.org/index.php?title=QSTK_License\r\nfor license details.\r\n\r\nCreated on Feb 20, 2011\r\n@author: John Cornwell\r\n@organization: Georgia Institute of Technology\r\n@contact: JohnWCornwellV@gmail.com\r\n@summary: This is an implementation of the 1-KNN algorithm for ranking features quickly.\r\n It uses the knn implementation.\r\n@status: oneKNN functions correctly, optimized to use n^2/2 algorithm.\r\n'''\r\n\r\nimport matplotlib.pyplot as plt\r\nfrom pylab import gca\r\n\r\nimport itertools\r\nimport string\r\nimport numpy as np\r\nimport math\r\nimport knn\r\n\r\nfrom time import clock\r\n\r\n\r\n'''\r\n@summary: Query function for 1KNN, return value is a double between 0 and 1.\r\n\r\n@param naData: A 2D numpy array. Each row is a data point with the final column containing the classification.\r\n'''\r\ndef oneKnn( naData ):\r\n \r\n \r\n if naData.ndim != 2:\r\n raise Exception( \"Data should have two dimensions\" )\r\n \r\n lLen = naData.shape[0]\r\n ''' # of dimensions, subtract one for classification '''\r\n lDim = naData.shape[1] - 1\r\n \r\n ''' Start best distances as very large '''\r\n ldDistances = [1E300] * lLen\r\n llIndexes = [-1] * lLen\r\n \r\n dDistance = 0.0;\r\n\r\n ''' Loop through finding closest neighbors '''\r\n for i in range( lLen ):\r\n for j in range( i+1, lLen ):\r\n \r\n dDistance = 0.0\r\n for k in range( 0, lDim ):\r\n dDistance += (naData[i][k] - naData[j][k])**2\r\n dDistance = math.sqrt( dDistance )\r\n \r\n ''' Two distances to check, for i's best, and j's best '''\r\n if dDistance < ldDistances[i]:\r\n ldDistances[i] = dDistance\r\n llIndexes[i] = j\r\n \r\n if dDistance < ldDistances[j]:\r\n ldDistances[j] = dDistance\r\n llIndexes[j] = i\r\n \r\n lCount = 0\r\n ''' Now count # of matching pairs '''\r\n for i in range( lLen ):\r\n if naData[i][-1] == naData[ llIndexes[i] ][-1]:\r\n lCount = lCount + 1\r\n\r\n return float(lCount) / lLen\r\n \r\n\r\n''' Test function to plot results '''\r\ndef _plotResults( naDist1, naDist2, lfOneKnn, lf5Knn ):\r\n plt.clf()\r\n \r\n plt.subplot(311)\r\n plt.scatter( naDist1[:,0], naDist1[:,1] )\r\n\r\n plt.scatter( naDist2[:,0], naDist2[:,1], color='r' )\r\n \r\n\r\n #plt.ylabel( 'Feature 2' )\r\n #plt.xlabel( 'Feature 1' )\r\n #gca().annotate( '', xy=( .8, 0 ), xytext=( -.3 , 0 ), arrowprops=dict(facecolor='red', shrink=0.05) ) \r\n gca().annotate( '', xy=( .7, 0 ), xytext=( 1.5 , 0 ), arrowprops=dict(facecolor='black', shrink=0.05) ) \r\n plt.title( 'Data Distribution' )\r\n \r\n plt.subplot(312)\r\n \r\n plt.plot( range( len(lfOneKnn) ), lfOneKnn )\r\n\r\n plt.ylabel( '1-KNN Value' ) \r\n #plt.xlabel( 'Distribution Merge' )\r\n\r\n plt.title( '1-KN\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Functions: oneKnn, _plotResults\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8630b3c80464d13f544a914873b82ed141f94bf1
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # Copyright 2014-2018 The PySCF Developers. 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, division from pyscf.nao.m_coulomb_am import coulomb_am import numpy as np try: import numba as nb from pyscf.nao.m_numba_utils import fill_triu_v2, fill_tril use_numba = True except: use_numba = False # # # def comp_coulomb_pack(sv, ao_log=None, funct=coulomb_am, dtype=np.float64, **kvargs): """ Computes the matrix elements given by funct, for instance coulomb interaction Args: sv : (System Variables), this must have arrays of coordinates and species, etc ao_log : description of functions (either orbitals or product basis functions) Returns: matrix elements for the whole system in packed form (lower triangular part) """ from pyscf.nao.m_ao_matelem import ao_matelem_c from pyscf.nao.m_pack2den import ij2pack_l aome = ao_matelem_c(sv.ao_log.rr, sv.ao_log.pp) me = ao_matelem_c(sv.ao_log) if ao_log is None else aome.init_one_set(ao_log) atom2s = np.zeros((sv.natm+1), dtype=np.int64) for atom,sp in enumerate(sv.atom2sp): atom2s[atom+1]=atom2s[atom]+me.ao1.sp2norbs[sp] norbs = atom2s[-1] res = np.zeros(norbs*(norbs+1)//2, dtype=dtype) for atom1,[sp1,rv1,s1,f1] in enumerate(zip(sv.atom2sp,sv.atom2coord,atom2s,atom2s[1:])): #print("atom1 = {0}, rv1 = {1}".format(atom1, rv1)) for atom2,[sp2,rv2,s2,f2] in enumerate(zip(sv.atom2sp,sv.atom2coord,atom2s,atom2s[1:])): if atom2>atom1: continue # skip oo2f = funct(me,sp1,rv1,sp2,rv2, **kvargs) if use_numba: fill_triu_v2(oo2f, res, s1, f1, s2, f2, norbs) else: for i1 in range(s1,f1): for i2 in range(s2, min(i1+1, f2)): res[ij2pack_l(i1,i2,norbs)] = oo2f[i1-s1,i2-s2] #print("number call = ", count) #print("sum kernel: {0:.6f}".format(np.sum(abs(res)))) #np.savetxt("kernel_pyscf.txt", res) #import sys #sys.exit() return res, norbs
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Functions: comp_coulomb_pack This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 1
| 0
| 2,508
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2014-2018 The PySCF Developers. 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, division\nfrom pyscf.nao.m_coulomb_am import coulomb_am\nimport numpy as np\ntry:\n import numba as nb\n from pyscf.nao.m_numba_utils import fill_triu_v2, fill_tril\n use_numba = True\nexcept:\n use_numba = False\n\n#\n#\n#\ndef comp_coulomb_pack(sv, ao_log=None, funct=coulomb_am, dtype=np.float64, **kvargs):\n \"\"\"\n Computes the matrix elements given by funct, for instance coulomb interaction\n Args:\n sv : (System Variables), this must have arrays of coordinates and species, etc\n ao_log : description of functions (either orbitals or product basis functions)\n Returns:\n matrix elements for the whole system in packed form (lower triangular part)\n \"\"\"\n from pyscf.nao.m_ao_matelem import ao_matelem_c\n from pyscf.nao.m_pack2den import ij2pack_l\n \n aome = ao_matelem_c(sv.ao_log.rr, sv.ao_log.pp)\n me = ao_matelem_c(sv.ao_log) if ao_log is None else aome.init_one_set(ao_log)\n atom2s = np.zeros((sv.natm+1), dtype=np.int64)\n for atom,sp in enumerate(sv.atom2sp): atom2s[atom+1]=atom2s[atom]+me.ao1.sp2norbs[sp]\n norbs = atom2s[-1]\n\n res = np.zeros(norbs*(norbs+1)//2, dtype=dtype)\n\n for atom1,[sp1,rv1,s1,f1] in enumerate(zip(sv.atom2sp,sv.atom2coord,atom2s,atom2s[1:])):\n #print(\"atom1 = {0}, rv1 = {1}\".format(atom1, rv1))\n for atom2,[sp2,rv2,s2,f2] in enumerate(zip(sv.atom2sp,sv.atom2coord,atom2s,atom2s[1:])):\n if atom2>atom1: continue # skip \n oo2f = funct(me,sp1,rv1,sp2,rv2, **kvargs)\n if use_numba:\n fill_triu_v2(oo2f, res, s1, f1, s2, f2, norbs)\n else:\n for i1 in range(s1,f1):\n for i2 in range(s2, min(i1+1, f2)):\n res[ij2pack_l(i1,i2,norbs)] = oo2f[i1-s1,i2-s2]\n\n #print(\"number call = \", count)\n #print(\"sum kernel: {0:.6f}\".format(np.sum(abs(res))))\n #np.savetxt(\"kernel_pyscf.txt\", res)\n #import sys\n #sys.exit()\n return res, norbs"}, {"role": "assistant", "content": " Functions: comp_coulomb_pack\n This code demonstrates Pythoncode:Python programming."}]
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| null | null | null |
86311bc6fef14e7f3a84f443854c9a8a4139ce52
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # 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 keystoneauth1 import loading as ks_loading from keystoneauth1 import service_token import mock import nova.conf from nova import context from nova import service_auth from nova import test CONF = nova.conf.CONF class ServiceAuthTestCase(test.NoDBTestCase): def setUp(self): super(ServiceAuthTestCase, self).setUp() self.ctx = context.RequestContext('fake', 'fake' self.addCleanup(service_auth.reset_globals) @mock.patch.object(ks_loading, 'load_auth_from_conf_options') def test_get_auth_plugin_no_wraps(self, mock_load): context = mock.MagicMock() context.get_auth_plugin.return_value = "fake" result = service_auth.get_auth_plugin(context) self.assertEqual("fake", result) mock_load.assert_not_called() @mock.patch.object(ks_loading, 'load_auth_from_conf_options') def test_get_auth_plugin_wraps(self, mock_load): self.flags(send_service_user_token=True, group='service_user') result = service_auth.get_auth_plugin(self.ctx) self.assertIsInstance(result, service_token.ServiceTokenAuthWrapper) @mock.patch.object(ks_loading, 'load_auth_from_conf_options', return_value=None) def test_get_auth_plugin_wraps_bad_config(self, mock_load): """Tests the case that send_service_user_token is True but there is some misconfiguration with the [service_user] section which makes KSA return None for the service user auth. """ self.flags(send_service_user_token=True, group='service_user') result = service_auth.get_auth_plugin(self.ctx) self.assertEqual(1, mock_load.call_count) self.assertNotIsInstance(result, service_token.ServiceTokenAuthWrapper)
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 54 • Unclosed '(' at line 30 - expected ')' • Block at line 26 has no indented body Fixes: • Add closing quote at line 54 • Add closing ')' bracket • Review code syntax
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advanced
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testing
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syntax_repair
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Pythoncode:Python
| 4
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| 2,337
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom keystoneauth1 import loading as ks_loading\nfrom keystoneauth1 import service_token\nimport mock\n\nimport nova.conf\nfrom nova import context\nfrom nova import service_auth\nfrom nova import test\n\n\nCONF = nova.conf.CONF\n\n\nclass ServiceAuthTestCase(test.NoDBTestCase):\n\n def setUp(self):\n super(ServiceAuthTestCase, self).setUp()\n self.ctx = context.RequestContext('fake', 'fake'\n self.addCleanup(service_auth.reset_globals)\n\n @mock.patch.object(ks_loading, 'load_auth_from_conf_options')\n def test_get_auth_plugin_no_wraps(self, mock_load):\n context = mock.MagicMock()\n context.get_auth_plugin.return_value = \"fake\"\n\n result = service_auth.get_auth_plugin(context)\n\n self.assertEqual(\"fake\", result)\n mock_load.assert_not_called()\n\n @mock.patch.object(ks_loading, 'load_auth_from_conf_options')\n def test_get_auth_plugin_wraps(self, mock_load):\n self.flags(send_service_user_token=True, group='service_user')\n\n result = service_auth.get_auth_plugin(self.ctx)\n\n self.assertIsInstance(result, service_token.ServiceTokenAuthWrapper)\n\n @mock.patch.object(ks_loading, 'load_auth_from_conf_options',\n return_value=None)\n def test_get_auth_plugin_wraps_bad_config(self, mock_load):\n \"\"\"Tests the case that send_service_user_token is True but there\n is some misconfiguration with the [service_user] section which makes\n KSA return None for the service user auth.\n \"\"\"\n self.flags(send_service_user_token=True, group='service_user')\n result = service_auth.get_auth_plugin(self.ctx)\n self.assertEqual(1, mock_load.call_count)\n self.assertNotIsInstance(result, service_token.ServiceTokenAuthWrapper)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 54\n \u2022 Unclosed '(' at line 30 - expected ')'\n \u2022 Block at line 26 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 54\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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863143ad0e8c0560ad9359d49f02a31a8146a084
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import svhn2mnist import usps import syn2gtrsb import syndig2svhn def Generator(source, target, pixelda=False): if source == 'usps' or target == 'usps': return usps.Feature() elif source == 'svhn': return svhn2mnist.Feature() elif source == 'synth': return syn2gtrsb.Feature() def Classifier(source, target): if source == 'usps' or target == 'usps': return usps.Predictor() if source == 'svhn': return svhn2mnist.Predictor() if source == 'synth': return syn2gtrsb.Predictor()
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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oop
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refactoring
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Pythoncode:Python
| 2
| 0
| 552
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport svhn2mnist\nimport usps\nimport syn2gtrsb\nimport syndig2svhn\n\ndef Generator(source, target, pixelda=False):\n if source == 'usps' or target == 'usps':\n return usps.Feature()\n elif source == 'svhn':\n return svhn2mnist.Feature()\n elif source == 'synth':\n return syn2gtrsb.Feature()\n\n\ndef Classifier(source, target):\n if source == 'usps' or target == 'usps':\n return usps.Predictor()\n if source == 'svhn':\n return svhn2mnist.Predictor()\n if source == 'synth':\n return syn2gtrsb.Predictor()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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| null | null | null |
86319d7588f06ccfd5e5e22eadc702136a0fe831
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import torch from torch import Tensor from torch.nn.modules.loss import _Loss class InfoNCELoss(_Loss): """Info NCE Loss. A type of contrastive loss function used for self-supervised learning. References: A. Oord, Y. Li, and O. Vinyals, "Representation Learning with Contrastive Predictive Coding," ArXiv:1807.03748 [cs.LG], 2018. <https://arxiv.org/abs/1807.03748v2> """ def __init__(self, reduction: str = "sum") -> None: """ Args: reduction (str) """ super().__init__(reduction=reduction) self.reduction = reduction def forward(self, z_origin: Tensor, z_noisy: Tensor, t: float = 0.7) -> Tensor: sim = cos_sim_matrix(z_origin, z_noisy) exp_sim = torch.exp(sim / t) loss = -torch.log(torch.diagonal(exp_sim) / exp_sim.sum(1)) if self.reduction == "sum": loss = loss.sum() elif self.reduction == "mean": loss = loss.mean() return loss def cos_sim_matrix(a: Tensor, b: Tensor, eps: float = 1e-8) -> Tensor: a_n, b_n = a.norm(dim=1), b.norm(dim=1) a_norm = a / torch.clamp(a_n.unsqueeze(1), min=eps) b_norm = b / torch.clamp(b_n.unsqueeze(1), min=eps) sim_matrix = torch.mm(a_norm, b_norm.transpose(0, 1)) return sim_matrix
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Code Review: ❌ Critical issues: Unterminated string literal at line 7 ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation ✨ Improvements: Add closing quote at line 7 Add docstring to function 'cos_sim_matrix' Add docstring to function 'forward'
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advanced
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api
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code_review
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Pythoncode:Python
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| 1,318
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport torch\nfrom torch import Tensor\nfrom torch.nn.modules.loss import _Loss\n\n\nclass InfoNCELoss(_Loss):\n \"\"\"Info NCE Loss. A type of contrastive loss function used for self-supervised learning.\n\n References:\n A. Oord, Y. Li, and O. Vinyals,\n \"Representation Learning with Contrastive Predictive Coding,\"\n ArXiv:1807.03748 [cs.LG], 2018. <https://arxiv.org/abs/1807.03748v2>\n \"\"\"\n\n def __init__(self, reduction: str = \"sum\") -> None:\n \"\"\"\n Args:\n reduction (str)\n \"\"\"\n super().__init__(reduction=reduction)\n self.reduction = reduction\n\n def forward(self, z_origin: Tensor, z_noisy: Tensor, t: float = 0.7) -> Tensor:\n sim = cos_sim_matrix(z_origin, z_noisy)\n exp_sim = torch.exp(sim / t)\n loss = -torch.log(torch.diagonal(exp_sim) / exp_sim.sum(1))\n if self.reduction == \"sum\":\n loss = loss.sum()\n elif self.reduction == \"mean\":\n loss = loss.mean()\n return loss\n\n\ndef cos_sim_matrix(a: Tensor, b: Tensor, eps: float = 1e-8) -> Tensor:\n a_n, b_n = a.norm(dim=1), b.norm(dim=1)\n a_norm = a / torch.clamp(a_n.unsqueeze(1), min=eps)\n b_norm = b / torch.clamp(b_n.unsqueeze(1), min=eps)\n sim_matrix = torch.mm(a_norm, b_norm.transpose(0, 1))\n return sim_matrix"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 7\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 31\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 Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 7\n Add docstring to function 'cos_sim_matrix'\n Add docstring to function 'forward'"}]
| false
| null | null | null |
86329776e65dca78e6c2604731e8b04b13e73992
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import json import logging import os import shutil import tempfile import yaml from collections import defaultdict from copy import deepcopy from patroni import PATRONI_ENV_PREFIX from patroni.exceptions import ConfigParseError from patroni.dcs import ClusterConfig from patroni.postgresql.config import CaseInsensitiveDict, ConfigHandler from patroni.utils import deep_compare, parse_bool, parse_int, patch_config def default_validator(conf): if not conf: return "Config is empty." class Config(object): """ This class is responsible for: 1) Building and giving access to `effective_configuration` from: * `Config.__DEFAULT_CONFIG` -- some sane default values * `dynamic_configuration` -- configuration stored in DCS * `local_configuration` -- configuration from `config.yml` or environment 2) Saving and loading `dynamic_configuration` into 'patroni.dynamic.json' file located in local_configuration['postgresql']['data_dir'] directory. This is necessary to be able to restore `dynamic_configuration` if DCS was accidentally wiped 3) Loading of configuration file in the old format and converting it into new format 4) Mimicking some of the `dict` interfaces to make it possible to work with it as with the old `config` object. """ PATRONI_CONFIG_VARIABLE = PATRONI_ENV_PREFIX + 'CONFIGURATION' __CACHE_FILENAME = 'patroni.dynamic.json' __DEFAULT_CONFIG = { 'ttl': 30, 'loop_wait': 10, 'retry_timeout': 10, 'maximum_lag_on_failover': 1048576, 'maximum_lag_on_syncnode': -1, 'check_timeline': False, 'master_start_timeout': 300, 'master_stop_timeout': 0, 'synchronous_mode': False, 'synchronous_mode_strict': False, 'synchronous_node_count': 1, 'standby_cluster': { 'create_replica_methods': '', 'host': '', 'port': '', 'primary_slot_name': '', 'restore_command': '', 'archive_cleanup_command': '', 'recovery_min_apply_delay': '' }, 'postgresql': { 'bin_dir': '', 'use_slots': True, 'parameters': CaseInsensitiveDict({p: v[0] for p, v in ConfigHandler.CMDLINE_OPTIONS.items() if p not in ('wal_keep_segments', 'wal_keep_size')}) }, 'watchdog': { 'mode': 'automatic', } } ... [24 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 22 Unmatched closing bracket ')' at line 25 Unmatched closing bracket ')' at line 30 Unmatched closing bracket ')' at line 35 Unmatched closing bracket ')' at line 37 Block at line 23 has no indented body Invalid syntax at line 75: ... [24 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 23 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 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 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 ✨ Improvements: Complete the expression on the last line Add closing quote at line 22 Review syntax near the error location
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advanced
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database
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code_review
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Pythoncode:Python
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport json\nimport logging\nimport os\nimport shutil\nimport tempfile\nimport yaml\n\nfrom collections import defaultdict\nfrom copy import deepcopy\nfrom patroni import PATRONI_ENV_PREFIX\nfrom patroni.exceptions import ConfigParseError\nfrom patroni.dcs import ClusterConfig\nfrom patroni.postgresql.config import CaseInsensitiveDict, ConfigHandler\nfrom patroni.utils import deep_compare, parse_bool, parse_int, patch_config\n\ndef default_validator(conf):\n if not conf:\n return \"Config is empty.\"\n\n\nclass Config(object):\n \"\"\"\n This class is responsible for:\n\n 1) Building and giving access to `effective_configuration` from:\n * `Config.__DEFAULT_CONFIG` -- some sane default values\n * `dynamic_configuration` -- configuration stored in DCS\n * `local_configuration` -- configuration from `config.yml` or environment\n\n 2) Saving and loading `dynamic_configuration` into 'patroni.dynamic.json' file\n located in local_configuration['postgresql']['data_dir'] directory.\n This is necessary to be able to restore `dynamic_configuration`\n if DCS was accidentally wiped\n\n 3) Loading of configuration file in the old format and converting it into new format\n\n 4) Mimicking some of the `dict` interfaces to make it possible\n to work with it as with the old `config` object.\n \"\"\"\n\n PATRONI_CONFIG_VARIABLE = PATRONI_ENV_PREFIX + 'CONFIGURATION'\n\n __CACHE_FILENAME = 'patroni.dynamic.json'\n __DEFAULT_CONFIG = {\n 'ttl': 30, 'loop_wait': 10, 'retry_timeout': 10,\n 'maximum_lag_on_failover': 1048576,\n 'maximum_lag_on_syncnode': -1,\n 'check_timeline': False,\n 'master_start_timeout': 300,\n 'master_stop_timeout': 0,\n 'synchronous_mode': False,\n 'synchronous_mode_strict': False,\n 'synchronous_node_count': 1,\n 'standby_cluster': {\n 'create_replica_methods': '',\n 'host': '',\n 'port': '',\n 'primary_slot_name': '',\n 'restore_command': '',\n 'archive_cleanup_command': '',\n 'recovery_min_apply_delay': ''\n },\n 'postgresql': {\n 'bin_dir': '',\n 'use_slots': True,\n 'parameters': CaseInsensitiveDict({p: v[0] for p, v in ConfigHandler.CMDLINE_OPTIONS.items()\n if p not in ('wal_keep_segments', 'wal_keep_size')})\n },\n 'watchdog': {\n 'mode': 'automatic',\n }\n }\n\n\n ... [24 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 22\n Unmatched closing bracket ')' at line 25\n Unmatched closing bracket ')' at line 30\n Unmatched closing bracket ')' at line 35\n Unmatched closing bracket ')' at line 37\n Block at line 23 has no indented body\n Invalid syntax at line 75: ... [24 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 23\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n 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 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 22\n Review syntax near the error location"}]
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8633d44756a388da352b3bc3dd3c8cfc0eeaabfe
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: ############################################################################## # # Copyright (c) 2002 Zope Foundation and Contributors. # # This software is subject to the provisions of the Zope Public License, # Version 2.1 (ZPL). A copy of the ZPL should accompany this distribution. # THIS SOFTWARE IS PROVIDED "AS IS" AND ANY AND ALL EXPRESS OR IMPLIED # WARRANTIES ARE DISCLAIMED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED # WARRANTIES OF TITLE, MERCHANTABILITY, AGAINST INFRINGEMENT, AND FITNESS # FOR A PARTICULAR PURPOSE. # ############################################################################## class DirectoryViewPathTests(unittest.TestCase): """ These test that, no matter what is stored in their dirpath, FSDV's will do their best to find an appropriate skin and only do nothing in the case where an appropriate skin can't be found. """ def setUp(self): from Products.CMFCore.DirectoryView import addDirectoryViews from Products.CMFCore.DirectoryView import registerDirectory registerDirectory('fake_skins', _globals) self.ob = DummyFolder() addDirectoryViews(self.ob, 'fake_skins', _globals) def test__generateKey(self): from Products.CMFCore.DirectoryView import _generateKey key = _generateKey('Products.CMFCore', 'tests') self.assertEqual(key.split(':')[0], 'Products.CMFCore') subkey = _generateKey('Products.CMFCore', 'tests\foo') self.assertTrue(subkey.startswith(key)) def test__findProductForPath(self): from Products.CMFCore.DirectoryView import _findProductForPath cmfpath = sys.modules['Products.CMFCore'].__path__[0] self.assertEqual(_findProductForPath(cmfpath), ('Products.CMFCore', '')) cmfpath = join(cmfpath, 'tests') self.assertEqual(_findProductForPath(cmfpath), ('Products.CMFCore', 'tests')) def test_getDirectoryInfo(self): skin = self.ob.fake_skin skin.manage_properties('Products.CMFCore.tests:fake_skins/fake_skin') self.assertTrue(hasattr(self.ob.fake_skin, 'test1'), self.ob.fake_skin.getDirPath()) # Test we do nothing if given a really wacky path ... [33 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n##############################################################################\n#\n# Copyright (c) 2002 Zope Foundation and Contributors.\n#\n# This software is subject to the provisions of the Zope Public License,\n# Version 2.1 (ZPL). A copy of the ZPL should accompany this distribution.\n# THIS SOFTWARE IS PROVIDED \"AS IS\" AND ANY AND ALL EXPRESS OR IMPLIED\n# WARRANTIES ARE DISCLAIMED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED\n# WARRANTIES OF TITLE, MERCHANTABILITY, AGAINST INFRINGEMENT, AND FITNESS\n# FOR A PARTICULAR PURPOSE.\n#\n##############################################################################\nclass DirectoryViewPathTests(unittest.TestCase):\n \"\"\"\n These test that, no matter what is stored in their dirpath,\n FSDV's will do their best to find an appropriate skin\n and only do nothing in the case where an appropriate skin\n can't be found.\n \"\"\"\n\n def setUp(self):\n from Products.CMFCore.DirectoryView import addDirectoryViews\n from Products.CMFCore.DirectoryView import registerDirectory\n registerDirectory('fake_skins', _globals)\n self.ob = DummyFolder()\n addDirectoryViews(self.ob, 'fake_skins', _globals)\n\n def test__generateKey(self):\n from Products.CMFCore.DirectoryView import _generateKey\n\n key = _generateKey('Products.CMFCore', 'tests')\n self.assertEqual(key.split(':')[0], 'Products.CMFCore')\n\n subkey = _generateKey('Products.CMFCore', 'tests\\foo')\n self.assertTrue(subkey.startswith(key))\n\n def test__findProductForPath(self):\n from Products.CMFCore.DirectoryView import _findProductForPath\n\n cmfpath = sys.modules['Products.CMFCore'].__path__[0]\n self.assertEqual(_findProductForPath(cmfpath),\n ('Products.CMFCore', ''))\n\n cmfpath = join(cmfpath, 'tests')\n self.assertEqual(_findProductForPath(cmfpath),\n ('Products.CMFCore', 'tests'))\n\n def test_getDirectoryInfo(self):\n skin = self.ob.fake_skin\n skin.manage_properties('Products.CMFCore.tests:fake_skins/fake_skin')\n self.assertTrue(hasattr(self.ob.fake_skin, 'test1'),\n self.ob.fake_skin.getDirPath())\n\n # Test we do nothing if given a really wacky path\n\n ... [33 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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863423445c595d9f921067c5163063a99cb0a68c
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import openmdao.api as om from pycycle.thermo.cea import species_data from pycycle.constants import AIR_ELEMENTS from pycycle.elements.ambient import Ambient from pycycle.elements.flow_start import FlowStart class FlightConditions(om.Group): """Determines total and static flow properties given an altitude and Mach number using the input atmosphere model""" def initialize(self): self.options.declare('thermo_method', default='CEA', values=('CEA',), desc='Method for computing thermodynamic properties') self.options.declare('thermo_data', default=species_data.janaf, desc='thermodynamic data set', recordable=False) self.options.declare('elements', default=AIR_ELEMENTS, desc='set of elements present in the flow') self.options.declare('use_WAR', default=False, values=[True, False], desc='If True, includes WAR calculation') ... [1 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport openmdao.api as om\n\nfrom pycycle.thermo.cea import species_data\nfrom pycycle.constants import AIR_ELEMENTS\nfrom pycycle.elements.ambient import Ambient\nfrom pycycle.elements.flow_start import FlowStart\n\n\nclass FlightConditions(om.Group):\n \"\"\"Determines total and static flow properties given an altitude and Mach number using the input atmosphere model\"\"\"\n\n def initialize(self):\n self.options.declare('thermo_method', default='CEA', values=('CEA',),\n desc='Method for computing thermodynamic properties')\n self.options.declare('thermo_data', default=species_data.janaf,\n desc='thermodynamic data set', recordable=False)\n self.options.declare('elements', default=AIR_ELEMENTS,\n desc='set of elements present in the flow')\n self.options.declare('use_WAR', default=False, values=[True, False], \n desc='If True, includes WAR calculation')\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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8634627ed49b276d745b67db33bc1b7a02ae6c52
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from django.shortcuts import render from django.contrib.auth.decorators import login_required from django.contrib.auth.forms import AdminPasswordChangeForm, PasswordChangeForm, UserCreationForm from django.contrib.auth import update_session_auth_hash, login, authenticate from django.contrib import messages from django.shortcuts import render, redirect from social_django.models import UserSocialAuth from django.http import HttpResponse from django.shortcuts import get_object_or_404, redirect from rest_framework.authtoken.models import Token from app.methods import prepare_user def get_token(request): if request.user: user = request.user prepare_user(user) token,_ = Token.objects.get_or_create(user=user) url = "travel://?token=" + token.key + '&id=' + str(user.id) else: url = "travel://error" response = HttpResponse(url, status=302) response['Location'] = url return response @login_required def get_facebook_token(request): q = get_object_or_404(UserSocialAuth, user=request.user, provider='facebook') return HttpResponse(str(q.extra_data)) def signup(request): return render(request, 'signup.html') @login_required def home(request): return render(request, 'home.html') @login_required def settings(request): user = request.user try: github_login = user.social_auth.get(provider='github') except UserSocialAuth.DoesNotExist: github_login = None try: twitter_login = user.social_auth.get(provider='twitter') except UserSocialAuth.DoesNotExist: twitter_login = None try: facebook_login = user.social_auth.get(provider='facebook') except UserSocialAuth.DoesNotExist: facebook_login = None can_disconnect = (user.social_auth.count() > 1 or user.has_usable_password()) return render(request, 'settings.html', { 'facebook_login': facebook_login, 'can_disconnect': can_disconnect }) @login_required def password(request): if request.user.has_usable_password(): PasswordForm = PasswordChangeForm else: PasswordForm = AdminPasswordChangeForm if request.method == 'POST': form = PasswordForm(request.user, request.POST) if form.is_valid(): form.save() update_session_auth_hash(request, form.user) messages.success(request, 'Your password was successfully updated!') return redirect('password') else: messages.error(request, 'Please correct the error below.') else: form = PasswordForm(request.user) return render(request, 'password.html', {'form': form})
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
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| 2,679
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.shortcuts import render\n\nfrom django.contrib.auth.decorators import login_required\nfrom django.contrib.auth.forms import AdminPasswordChangeForm, PasswordChangeForm, UserCreationForm\nfrom django.contrib.auth import update_session_auth_hash, login, authenticate\nfrom django.contrib import messages\nfrom django.shortcuts import render, redirect\n\nfrom social_django.models import UserSocialAuth\nfrom django.http import HttpResponse\nfrom django.shortcuts import get_object_or_404, redirect\nfrom rest_framework.authtoken.models import Token\n\nfrom app.methods import prepare_user\n\n\ndef get_token(request):\n if request.user:\n user = request.user\n prepare_user(user)\n token,_ = Token.objects.get_or_create(user=user)\n url = \"travel://?token=\" + token.key + '&id=' + str(user.id)\n else:\n url = \"travel://error\"\n response = HttpResponse(url, status=302)\n response['Location'] = url\n return response\n\n@login_required\ndef get_facebook_token(request):\n q = get_object_or_404(UserSocialAuth, user=request.user, provider='facebook')\n return HttpResponse(str(q.extra_data))\n\ndef signup(request):\n return render(request, 'signup.html')\n\n@login_required\ndef home(request):\n return render(request, 'home.html')\n\n@login_required\ndef settings(request):\n user = request.user\n\n try:\n github_login = user.social_auth.get(provider='github')\n except UserSocialAuth.DoesNotExist:\n github_login = None\n try:\n twitter_login = user.social_auth.get(provider='twitter')\n except UserSocialAuth.DoesNotExist:\n twitter_login = None\n try:\n facebook_login = user.social_auth.get(provider='facebook')\n except UserSocialAuth.DoesNotExist:\n facebook_login = None\n\n can_disconnect = (user.social_auth.count() > 1 or user.has_usable_password())\n\n return render(request, 'settings.html', {\n 'facebook_login': facebook_login,\n 'can_disconnect': can_disconnect\n })\n\n@login_required\ndef password(request):\n if request.user.has_usable_password():\n PasswordForm = PasswordChangeForm\n else:\n PasswordForm = AdminPasswordChangeForm\n\n if request.method == 'POST':\n form = PasswordForm(request.user, request.POST)\n if form.is_valid():\n form.save()\n update_session_auth_hash(request, form.user)\n messages.success(request, 'Your password was successfully updated!')\n return redirect('password')\n else:\n messages.error(request, 'Please correct the error below.')\n else:\n form = PasswordForm(request.user)\n return render(request, 'password.html', {'form': form})"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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86346fa63b7971b7ad956846f8bc8dcc94175283
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # Lint as: python3 # coding=utf-8 # Copyright 2019 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. # ============================================================================== """Split data into train, validation and test dataset according to person. That is, use some people's data as train, some other people's data as validation, and the rest ones' data as test. These data would be saved separately under "/person_split". It will generate new files with the following structure: ├──person_split │ ├── test │ ├── train │ └──valid """ from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import random from data_split import read_data from data_split import write_data def person_split(whole_data, train_names, valid_names, test_names): """Split data by person.""" random.seed(30) random.shuffle(whole_data) train_data = [] valid_data = [] test_data = [] for idx, data in enumerate(whole_data): # pylint: disable=unused-variable if data["name"] in train_names: train_data.append(data) elif data["name"] in valid_names: valid_data.append(data) elif data["name"] in test_names: test_data.append(data) print("train_length:" + str(len(train_data))) print("valid_length:" + str(len(valid_data))) print("test_length:" + str(len(test_data))) return train_data, valid_data, test_data if __name__ == "__main__": data = read_data("./data/complete_data") train_names = [ "hyw", "shiyun", "tangsy", "dengyl", "jiangyh", "xunkai", "negative3", "negative4", "negative5", "negative6" ] valid_names = ["lsj", "pengxl", "negative2", "negative7"] test_names = ["liucx", "zhangxy", "negative1", "negative8"] train_data, valid_data, test_data = person_split(data, train_names, valid_names, test_names) if not os.path.exists("./person_split"): os.makedirs("./person_split") write_data(train_data, "./person_split/train") write_data(valid_data, "./person_split/valid") write_data(test_data, "./person_split/test")
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
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refactoring
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Pythoncode:Python
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| 2,806
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Lint as: python3\n# coding=utf-8\n# Copyright 2019 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# ==============================================================================\n\n\"\"\"Split data into train, validation and test dataset according to person.\n\nThat is, use some people's data as train, some other people's data as\nvalidation, and the rest ones' data as test. These data would be saved\nseparately under \"/person_split\".\n\nIt will generate new files with the following structure:\n\u251c\u2500\u2500person_split\n\u2502\u00a0\u00a0 \u251c\u2500\u2500 test\n\u2502\u00a0\u00a0 \u251c\u2500\u2500 train\n\u2502\u00a0\u00a0 \u2514\u2500\u2500valid\n\"\"\"\n\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport os\nimport random\nfrom data_split import read_data\nfrom data_split import write_data\n\n\ndef person_split(whole_data, train_names, valid_names, test_names):\n \"\"\"Split data by person.\"\"\"\n random.seed(30)\n random.shuffle(whole_data)\n train_data = []\n valid_data = []\n test_data = []\n for idx, data in enumerate(whole_data): # pylint: disable=unused-variable\n if data[\"name\"] in train_names:\n train_data.append(data)\n elif data[\"name\"] in valid_names:\n valid_data.append(data)\n elif data[\"name\"] in test_names:\n test_data.append(data)\n print(\"train_length:\" + str(len(train_data)))\n print(\"valid_length:\" + str(len(valid_data)))\n print(\"test_length:\" + str(len(test_data)))\n return train_data, valid_data, test_data\n\n\nif __name__ == \"__main__\":\n data = read_data(\"./data/complete_data\")\n train_names = [\n \"hyw\", \"shiyun\", \"tangsy\", \"dengyl\", \"jiangyh\", \"xunkai\", \"negative3\",\n \"negative4\", \"negative5\", \"negative6\"\n ]\n valid_names = [\"lsj\", \"pengxl\", \"negative2\", \"negative7\"]\n test_names = [\"liucx\", \"zhangxy\", \"negative1\", \"negative8\"]\n train_data, valid_data, test_data = person_split(data, train_names,\n valid_names, test_names)\n if not os.path.exists(\"./person_split\"):\n os.makedirs(\"./person_split\")\n write_data(train_data, \"./person_split/train\")\n write_data(valid_data, \"./person_split/valid\")\n write_data(test_data, \"./person_split/test\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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8634b2f385acdad2561bde76c51b0f6fb67361d8
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from datetime import datetime from kubernetes import client from kubernetes.client.rest import ApiException import os import time import yaml from tests import config as conf import tests.utils as ut def remove_clusterrole_binding(shipper_name, crb_name): # remove clusterrolebind k8s_client = client.RbacAuthorizationV1Api() try: k8s_client.delete_cluster_role_binding(crb_name) print(f"\nsuccessfully deleted: {crb_name}") except Exception as e: print(f"\n{shipper_name} cluster role binding deletion has failed, please manually delete {crb_name}:") print(f"kubectl delete clusterrolebinding {crb_name}") def filebeat_teardown(namespace): # remove clusterrolebind # TODO: find a solution for sharing the name both here and in the kube object crb_name = f"filebeat-cluster-role-binding-{namespace}" remove_clusterrole_binding("filebeat", crb_name) def fluent_bit_teardown(namespace): # remove clusterrolebind # TODO: find a solution for sharing the name both here and in the kube object crb_name = f"fluent-bit-clusterrole-binding-{namespace}" remove_clusterrole_binding("fluent-bit", crb_name) def add_elastic_cluster(namespace): print("\nDeploying ElasticSearch\n") add_deployment_dir(namespace, conf.ELASTIC_CONF_DIR) def add_filebeat_cluster(namespace): print("\nDeploying FileBeat\n") add_deployment_dir(namespace, conf.FILEBEAT_CONF_DIR) def add_fluent_bit_cluster(namespace): print("\nDeploying Fluent-bit\n") add_deployment_dir(namespace, conf.FLUENT_BIT_CONF_DIR) def add_kibana_cluster(namespace): print("\nDeploying Kibana\n") add_deployment_dir(namespace, conf.KIBANA_CONF_DIR) def add_logstash_cluster(namespace): print("\nDeploying LogStash\n") add_deployment_dir(namespace, conf.LOGSTASH_CONF_DIR) ... [6 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 63: ... [6 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 18 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
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debugging
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Pythoncode:Python
| 8
| 0
| 1,900
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom datetime import datetime\nfrom kubernetes import client\nfrom kubernetes.client.rest import ApiException\nimport os\nimport time\nimport yaml\n\nfrom tests import config as conf\nimport tests.utils as ut\n\n\ndef remove_clusterrole_binding(shipper_name, crb_name):\n # remove clusterrolebind\n k8s_client = client.RbacAuthorizationV1Api()\n try:\n k8s_client.delete_cluster_role_binding(crb_name)\n print(f\"\\nsuccessfully deleted: {crb_name}\")\n except Exception as e:\n print(f\"\\n{shipper_name} cluster role binding deletion has failed, please manually delete {crb_name}:\")\n print(f\"kubectl delete clusterrolebinding {crb_name}\")\n\n\ndef filebeat_teardown(namespace):\n # remove clusterrolebind\n # TODO: find a solution for sharing the name both here and in the kube object\n crb_name = f\"filebeat-cluster-role-binding-{namespace}\"\n remove_clusterrole_binding(\"filebeat\", crb_name)\n\n\ndef fluent_bit_teardown(namespace):\n # remove clusterrolebind\n # TODO: find a solution for sharing the name both here and in the kube object\n crb_name = f\"fluent-bit-clusterrole-binding-{namespace}\"\n remove_clusterrole_binding(\"fluent-bit\", crb_name)\n\n\ndef add_elastic_cluster(namespace):\n print(\"\\nDeploying ElasticSearch\\n\")\n add_deployment_dir(namespace, conf.ELASTIC_CONF_DIR)\n\n\ndef add_filebeat_cluster(namespace):\n print(\"\\nDeploying FileBeat\\n\")\n add_deployment_dir(namespace, conf.FILEBEAT_CONF_DIR)\n\n\ndef add_fluent_bit_cluster(namespace):\n print(\"\\nDeploying Fluent-bit\\n\")\n add_deployment_dir(namespace, conf.FLUENT_BIT_CONF_DIR)\n\n\ndef add_kibana_cluster(namespace):\n print(\"\\nDeploying Kibana\\n\")\n add_deployment_dir(namespace, conf.KIBANA_CONF_DIR)\n\n\ndef add_logstash_cluster(namespace):\n print(\"\\nDeploying LogStash\\n\")\n add_deployment_dir(namespace, conf.LOGSTASH_CONF_DIR)\n\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 63: ... [6 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
86350332b9c46bb259c547e1b3c963ac7c8f647c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os from dotenv import load_dotenv class Config: # Current Version NATLAS_VERSION = "0.6.10" BASEDIR = os.path.abspath(os.path.dirname(__file__)) load_dotenv(os.path.join(BASEDIR, '.env')) def get_int(self, varname): tmp = os.environ.get(varname) if tmp: return int(tmp) return None def get_bool(self, varname): tmp = os.environ.get(varname) if tmp and tmp.upper() == "TRUE": return True if tmp and tmp.upper() == "FALSE": return False return None def __init__(self): # url of server to get/submit work from/to self.server = os.environ.get('NATLAS_SERVER_ADDRESS') or 'http://127.0.0.1:5000' # ignore warnings about SSL connections # you shouldn't ignore ssl warnings, but I'll give you the option # Instead, you should put the trusted CA certificate bundle on the agent and use the REQUESTS_CA_BUNDLE env variable self.ignore_ssl_warn = self.get_bool('NATLAS_IGNORE_SSL_WARN') or False # maximum number of threads to utilize self.max_threads = self.get_int('NATLAS_MAX_THREADS') or 3 # Are we allowed to scan local addresses? # By default, agents protect themselves from scanning their local network self.scan_local = self.get_bool('NATLAS_SCAN_LOCAL') or False # default time to wait for the server to respond self.request_timeout = self.get_int('NATLAS_REQUEST_TIMEOUT') or 15 # seconds # Maximum value for exponential backoff of requests, 5 minutes default self.backoff_max = self.get_int('NATLAS_BACKOFF_MAX') or 300 # seconds # Base value to begin the exponential backoff self.backoff_base = self.get_int('NATLAS_BACKOFF_BASE') or 1 # seconds
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Code truncated in middle of expression - unexpected EOF • Block at line 5 has no indented body Fix: Complete the function '__init__' body and add missing return
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advanced
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testing
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error_detection
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Pythoncode:Python
| 3
| 1
| 1,631
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nfrom dotenv import load_dotenv\n\n\nclass Config:\n\n\t# Current Version\n\tNATLAS_VERSION = \"0.6.10\"\n\n\tBASEDIR = os.path.abspath(os.path.dirname(__file__))\n\tload_dotenv(os.path.join(BASEDIR, '.env'))\n\n\tdef get_int(self, varname):\n\t\ttmp = os.environ.get(varname)\n\t\tif tmp:\n\t\t\treturn int(tmp)\n\t\treturn None\n\n\tdef get_bool(self, varname):\n\t\ttmp = os.environ.get(varname)\n\t\tif tmp and tmp.upper() == \"TRUE\":\n\t\t\treturn True\n\t\tif tmp and tmp.upper() == \"FALSE\":\n\t\t\treturn False\n\t\treturn None\n\n\tdef __init__(self):\n\t\t# url of server to get/submit work from/to\n\t\tself.server = os.environ.get('NATLAS_SERVER_ADDRESS') or 'http://127.0.0.1:5000'\n\n\t\t# ignore warnings about SSL connections\n\t\t# you shouldn't ignore ssl warnings, but I'll give you the option\n\t\t# Instead, you should put the trusted CA certificate bundle on the agent and use the REQUESTS_CA_BUNDLE env variable\n\t\tself.ignore_ssl_warn = self.get_bool('NATLAS_IGNORE_SSL_WARN') or False\n\n\t\t# maximum number of threads to utilize\n\t\tself.max_threads = self.get_int('NATLAS_MAX_THREADS') or 3\n\n\t\t# Are we allowed to scan local addresses?\n\t\t# By default, agents protect themselves from scanning their local network\n\t\tself.scan_local = self.get_bool('NATLAS_SCAN_LOCAL') or False\n\n\t\t# default time to wait for the server to respond\n\t\tself.request_timeout = self.get_int('NATLAS_REQUEST_TIMEOUT') or 15 # seconds\n\n\t\t# Maximum value for exponential backoff of requests, 5 minutes default\n\t\tself.backoff_max = self.get_int('NATLAS_BACKOFF_MAX') or 300 # seconds\n\n\t\t# Base value to begin the exponential backoff\n\t\tself.backoff_base = self.get_int('NATLAS_BACKOFF_BASE') or 1 # seconds"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Block at line 5 has no indented body\n\n Fix: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
863721243454a95cc68c80d7a3e2d4352bbe5a24
|
TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import os import sys import click import pickle import sncosmo import numpy as np from astropy.table import Table def modify_error(lc, error_floor=0.): """Add an error floor of `error_floor` times the maximum flux of the band to each observation """ data = sncosmo.photdata.photometric_data(lc).normalized(zp=25., zpsys='ab') new_lc = {'time': data.time, 'band': data.band, 'flux': data.flux, 'fluxerr': data.fluxerr, 'zp': data.zp, 'zpsys': data.zpsys} for band in set(data.band): band_cut = data.band==band max_flux_in_band = np.max(data.flux[band_cut]) new_lc['fluxerr'][band_cut] = np.sqrt((error_floor*max_flux_in_band)**2+data.fluxerr[band_cut]**2) new_lc = Table(new_lc, meta=lc.meta) return new_lc ... [2 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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database
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refactoring
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Pythoncode:Python
| 1
| 0
| 894
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nimport sys\nimport click\nimport pickle\nimport sncosmo\nimport numpy as np\nfrom astropy.table import Table\n\n\ndef modify_error(lc, error_floor=0.):\n \"\"\"Add an error floor of `error_floor` times the maximum flux of the band\n to each observation\n \"\"\"\n data = sncosmo.photdata.photometric_data(lc).normalized(zp=25., zpsys='ab')\n new_lc = {'time': data.time,\n 'band': data.band,\n 'flux': data.flux,\n 'fluxerr': data.fluxerr,\n 'zp': data.zp,\n 'zpsys': data.zpsys}\n for band in set(data.band):\n band_cut = data.band==band\n max_flux_in_band = np.max(data.flux[band_cut])\n new_lc['fluxerr'][band_cut] = np.sqrt((error_floor*max_flux_in_band)**2+data.fluxerr[band_cut]**2)\n new_lc = Table(new_lc, meta=lc.meta) \n return new_lc\n \n \n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86375b708be1e1e74cc333322674e530709cceeb
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class TestSystem(unittest.TestCase):
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 1 has no body - expected indented block • IndentationError at line 1 Fix: Complete the truncated code structure
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beginner
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testing
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error_detection
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Pythoncode:Python
| 0
| 1
| 36
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass TestSystem(unittest.TestCase):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 1 has no body - expected indented block\n \u2022 IndentationError at line 1\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
863791c55712e28d3fe1488aacf0c833eaf8ff5c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- import argparse import os import sqlite3 import sys import pandas as pd from src import config def parse_args(argv): parser = argparse.ArgumentParser() parser.add_argument('sample') parser.add_argument('replace') return parser.parse_args() def db_tables(connection): """List tables in database.""" res = pd.read_sql("select name from sqlite_master", connection) return res.name.values # Complete this line def create_database(sample): """Create database with tables for targets, outcomes, and predictions.""" db_name = f'{sample}.db' db_path = os.path.join(config.DATADIR, db_name) conn = sqlite3.connect(db_path) usr_name = f'users_{sample}.csv' usr_path = os.path.join(config.DATADIR, usr_name) users = pd.read_csv(usr_path) db_tbls = db_tables(conn) for tbl in ['decisions', 'outcomes', 'predictions']: if tbl not in db_tbls: users.to_sql(tbl, conn, index=False) conn.execute(f"create index idx_{tbl}_user_id on {tbl}(user_id)") def main(argv=None): if argv is None: argv = sys.argv[:1] args = parse_args(argv) create_database(args.sample) if __name__ == '__main__': sys.exit(main())
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The missing line is:
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intermediate
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database
|
fill_in_the_blank
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Pythoncode:Python
| 4
| 0
| 1,244
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\nimport argparse\nimport os\nimport sqlite3\nimport sys\nimport pandas as pd\nfrom src import config\n\n\ndef parse_args(argv):\n parser = argparse.ArgumentParser()\n parser.add_argument('sample')\n parser.add_argument('replace')\n return parser.parse_args()\n\n\ndef db_tables(connection):\n \"\"\"List tables in database.\"\"\"\n res = pd.read_sql(\"select name from sqlite_master\", connection)\n return res.name.values\n\n # Complete this line\ndef create_database(sample):\n \"\"\"Create database with tables for targets, outcomes, and predictions.\"\"\"\n db_name = f'{sample}.db'\n db_path = os.path.join(config.DATADIR, db_name)\n conn = sqlite3.connect(db_path)\n usr_name = f'users_{sample}.csv'\n usr_path = os.path.join(config.DATADIR, usr_name)\n users = pd.read_csv(usr_path)\n db_tbls = db_tables(conn)\n for tbl in ['decisions', 'outcomes', 'predictions']:\n if tbl not in db_tbls:\n users.to_sql(tbl, conn, index=False)\n conn.execute(f\"create index idx_{tbl}_user_id on {tbl}(user_id)\")\n\n\ndef main(argv=None):\n if argv is None:\n argv = sys.argv[:1]\n args = parse_args(argv)\n create_database(args.sample)\n\n\nif __name__ == '__main__':\n sys.exit(main())"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
8638749e9332abd43829f80692ff4532468c5620
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # coding: utf-8 import pytest import app as service import yaml import responder from starlette.responses import PlainTextResponse @pytest.fixture def api(): return service.api def test_hello_world(api): r = api.requests.get("/api/v1.0/index") assert r.text == "Hello, World!" def test_basic_route(api): @api.route("/api/v1.0/index") def index(req, resp): Error: IndentationError / Incomplete Function
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Fixed Code: # coding: utf-8 import pytest import app as service import yaml import responder from starlette.responses import PlainTextResponse @pytest.fixture def api(): return service.api def test_hello_world(api): r = api.requests.get("/api/v1.0/index") assert r.text == "Hello, World!" def test_basic_route(api): Explanation: Complete the function 'index' body and add missing return
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advanced
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testing
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error_fixing
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Pythoncode:Python
| 16
| 0
| 382
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# coding: utf-8\n\nimport pytest\nimport app as service\nimport yaml\nimport responder\nfrom starlette.responses import PlainTextResponse\n\n\n@pytest.fixture\ndef api():\n return service.api\n\n\ndef test_hello_world(api):\n r = api.requests.get(\"/api/v1.0/index\")\n assert r.text == \"Hello, World!\"\n\n\ndef test_basic_route(api):\n @api.route(\"/api/v1.0/index\")\n def index(req, resp):\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# coding: utf-8\n\nimport pytest\nimport app as service\nimport yaml\nimport responder\nfrom starlette.responses import PlainTextResponse\n\n\n@pytest.fixture\ndef api():\n return service.api\n\n\ndef test_hello_world(api):\n r = api.requests.get(\"/api/v1.0/index\")\n assert r.text == \"Hello, World!\"\n\n\ndef test_basic_route(api):\n\n Explanation: Complete the function 'index' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
863b23444fda9cb581afbddd6338c59075cfc887
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- def get_inputs(): """ inputsdict contains {'Yte': Yte, 'Ytr': Ytr, 'Xtr': Xtr, 'Xte': Xte} where values are np.arrays np. arrays are truncated to evenly split into batches of size = batchsize returns inputsdict, Xtr_link (ndarray, shape = [P, D_link_features]) """ with open(os.path.join(dpath, dfile), 'rb') as f: d_all = pickle.load(f) with open(os.path.join(dpath, dlinkfile), 'rb') as f: d_link = pickle.load(f) return d_all, d_link ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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machine_learning
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refactoring
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Pythoncode:Python
| 1
| 0
| 578
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\ndef get_inputs():\r\n \"\"\"\r\n inputsdict contains {'Yte': Yte, 'Ytr': Ytr, 'Xtr': Xtr, 'Xte': Xte} where values are np.arrays\r\n np. arrays are truncated to evenly split into batches of size = batchsize\r\n\r\n returns inputsdict, Xtr_link (ndarray, shape = [P, D_link_features])\r\n \"\"\"\r\n with open(os.path.join(dpath, dfile), 'rb') as f:\r\n d_all = pickle.load(f)\r\n\r\n with open(os.path.join(dpath, dlinkfile), 'rb') as f:\r\n d_link = pickle.load(f)\r\n\r\n return d_all, d_link\r\n\r\n\r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
863b8cb7916efe3b96226a5e47386ab45aa3a5f0
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # # || ____ _ __ # +------+ / __ )(_) /_______________ _____ ___ # | 0xBC | / __ / / __/ ___/ ___/ __ `/_ / / _ \ # +------+ / /_/ / / /_/ /__/ / / /_/ / / /_/ __/ # || || /_____/_/\__/\___/_/ \__,_/ /___/\___/ # # Copyright (C) 2018 Bitcraze AB # # This program is free software; you can redistribute it and/or # modify it under the terms of the GNU General Public License # as published by the Free Software Foundation; either version 2 # of the License, or (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # You should have received a copy of the GNU General Public License # along with this program; if not, write to the Free Software # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, # MA 02110-1301, USA. import math import sys import unittest from cflib.crazyflie import Crazyflie from cflib.crazyflie import HighLevelCommander from cflib.crazyflie import Param from cflib.positioning.position_hl_commander import PositionHlCommander class TestPositionHlCommander(unittest.TestCase): def setUp(self): self.commander_mock = MagicMock(spec=HighLevelCommander) self.param_mock = MagicMock(spec=Param) self.cf_mock = MagicMock(spec=Crazyflie) self.cf_mock.high_level_commander = self.commander_mock self.cf_mock.param = self.param_mock self.cf_mock.is_connected.return_value = True self.sut = PositionHlCommander(self.cf_mock) def test_that_the_estimator_is_reset_on_take_off( self, sleep_mock): # Fixture sut = PositionHlCommander(self.cf_mock, 1.0, 2.0, 3.0) # Test sut.take_off() # Assert self.param_mock.set_value.assert_has_calls([ call('kalman.initialX', '{:.2f}'.format(1.0)), call('kalman.initialY', '{:.2f}'.format(2.0)), call('kalman.initialZ', '{:.2f}'.format(3.0)), call('kalman.resetEstimation', '1'), call('kalman.resetEstimation', '0') ]) def test_that_the_hi_level_commander_is_activated_on_take_off( self, sleep_mock): # Fixture # Test self.sut.take_off() # Assert self.param_mock.set_value.assert_has_calls([ call('commander.enHighLevel', '1') ]) def test_that_controller_is_selected_on_take_off( self, sleep_mock): # Fixture self.sut.set_controller(PositionHlCommander.CONTROLLER_MELLINGER) # Test self.sut.take_off() # Assert self.param_mock.set_value.assert_has_calls([ call('stabilizer.controller', '2') ]) ... [18 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unmatched closing bracket ')' at line 4 Invalid syntax at line 88: ... [18 more functiondefs truncated] ... ⚠️ Code quality: 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 45 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 63 Unexpected indentation at line 67 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 75 Unexpected indentation at line 77 Unexpected indentation at line 80 Unexpected indentation at line 83 Unexpected indentation at line 84 Unexpected indentation at line 85 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
testing
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code_review
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Pythoncode:Python
| 4
| 1
| 2,968
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# || ____ _ __\n# +------+ / __ )(_) /_______________ _____ ___\n# | 0xBC | / __ / / __/ ___/ ___/ __ `/_ / / _ \\\n# +------+ / /_/ / / /_/ /__/ / / /_/ / / /_/ __/\n# || || /_____/_/\\__/\\___/_/ \\__,_/ /___/\\___/\n#\n# Copyright (C) 2018 Bitcraze AB\n#\n# This program is free software; you can redistribute it and/or\n# modify it under the terms of the GNU General Public License\n# as published by the Free Software Foundation; either version 2\n# of the License, or (at your option) any later version.\n#\n# This program is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n# You should have received a copy of the GNU General Public License\n# along with this program; if not, write to the Free Software\n# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,\n# MA 02110-1301, USA.\nimport math\nimport sys\nimport unittest\n\nfrom cflib.crazyflie import Crazyflie\nfrom cflib.crazyflie import HighLevelCommander\nfrom cflib.crazyflie import Param\nfrom cflib.positioning.position_hl_commander import PositionHlCommander\n\nclass TestPositionHlCommander(unittest.TestCase):\n def setUp(self):\n self.commander_mock = MagicMock(spec=HighLevelCommander)\n self.param_mock = MagicMock(spec=Param)\n self.cf_mock = MagicMock(spec=Crazyflie)\n self.cf_mock.high_level_commander = self.commander_mock\n self.cf_mock.param = self.param_mock\n self.cf_mock.is_connected.return_value = True\n\n self.sut = PositionHlCommander(self.cf_mock)\n\n def test_that_the_estimator_is_reset_on_take_off(\n self, sleep_mock):\n # Fixture\n sut = PositionHlCommander(self.cf_mock, 1.0, 2.0, 3.0)\n\n # Test\n sut.take_off()\n\n # Assert\n self.param_mock.set_value.assert_has_calls([\n call('kalman.initialX', '{:.2f}'.format(1.0)),\n call('kalman.initialY', '{:.2f}'.format(2.0)),\n call('kalman.initialZ', '{:.2f}'.format(3.0)),\n\n call('kalman.resetEstimation', '1'),\n call('kalman.resetEstimation', '0')\n ])\n\n def test_that_the_hi_level_commander_is_activated_on_take_off(\n self, sleep_mock):\n # Fixture\n\n # Test\n self.sut.take_off()\n\n # Assert\n self.param_mock.set_value.assert_has_calls([\n call('commander.enHighLevel', '1')\n ])\n\n def test_that_controller_is_selected_on_take_off(\n self, sleep_mock):\n # Fixture\n self.sut.set_controller(PositionHlCommander.CONTROLLER_MELLINGER)\n\n # Test\n self.sut.take_off()\n\n # Assert\n self.param_mock.set_value.assert_has_calls([\n call('stabilizer.controller', '2')\n ])\n\n\n ... [18 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unmatched closing bracket ')' at line 4\n Invalid syntax at line 88: ... [18 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\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 45\n Unexpected indentation at line 47\n Unexpected indentation at line 50\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 59\n Unexpected indentation at line 60\n Unexpected indentation at line 63\n Unexpected indentation at line 67\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 75\n Unexpected indentation at line 77\n Unexpected indentation at line 80\n Unexpected indentation at line 83\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
863bc130193c72b67b65cca8c77628d45f1d2148
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- # Author: Florian Boudin # Date: 10-02-2018 class ExpandRank(SingleRank): """ExpandRank keyphrase extraction model. Parameterized example:: import pke import string from nltk.corpus import stopwords # 1. create an ExpandRank extractor. extractor = pke.unsupervised.ExpandRank() # 2. load the content of the document. extractor.load_document(input='path/to/input.xml') # 3. select the the longest sequences of nouns and adjectives, that do # not contain punctuation marks or stopwords as candidates. pos = {'NOUN', 'PROPN', 'ADJ'} stoplist = list(string.punctuation) # Complete this line stoplist += stopwords.words('english') extractor.candidate_selection(pos=pos, stoplist=stoplist) # 4. weight the candidates using the sum of their word's scores that are # computed using random walk. In the graph, nodes are words (nouns # and adjectives only) that are connected if they occur in a window # of 10 words. A set of extra documents should be provided to expand # the graph. expanded_documents = [('path/to/input1.xml', similarity1), ('path/to/input2.xml', similarity2)] extractor.candidate_weighting(window=10, pos=pos, expanded_documents=expanded_documents, format='corenlp') # 5. get the 10-highest scored candidates as keyphrases keyphrases = extractor.get_n_best(n=10) """ def __init__(self): """ Redefining initializer for ExpandRank. """ super(ExpandRank, self).__init__() ... [2 more functiondefs truncated] ...
|
The missing line is: stoplist += ['-lrb-', '-rrb-', '-lcb-', '-rcb-', '-lsb-', '-rsb-']
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advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 1,905
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n# Author: Florian Boudin\n# Date: 10-02-2018\n\nclass ExpandRank(SingleRank):\n \"\"\"ExpandRank keyphrase extraction model.\n\n Parameterized example::\n\n import pke\n import string\n from nltk.corpus import stopwords\n\n # 1. create an ExpandRank extractor.\n extractor = pke.unsupervised.ExpandRank()\n\n # 2. load the content of the document.\n extractor.load_document(input='path/to/input.xml')\n\n # 3. select the the longest sequences of nouns and adjectives, that do\n # not contain punctuation marks or stopwords as candidates.\n pos = {'NOUN', 'PROPN', 'ADJ'}\n stoplist = list(string.punctuation)\n # Complete this line\n stoplist += stopwords.words('english')\n extractor.candidate_selection(pos=pos, stoplist=stoplist)\n\n # 4. weight the candidates using the sum of their word's scores that are\n # computed using random walk. In the graph, nodes are words (nouns\n # and adjectives only) that are connected if they occur in a window\n # of 10 words. A set of extra documents should be provided to expand\n # the graph.\n expanded_documents = [('path/to/input1.xml', similarity1),\n ('path/to/input2.xml', similarity2)]\n extractor.candidate_weighting(window=10,\n pos=pos,\n expanded_documents=expanded_documents,\n format='corenlp')\n\n # 5. get the 10-highest scored candidates as keyphrases\n keyphrases = extractor.get_n_best(n=10)\n\n \"\"\"\n\n def __init__(self):\n \"\"\" Redefining initializer for ExpandRank. \"\"\"\n\n super(ExpandRank, self).__init__()\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n stoplist += ['-lrb-', '-rrb-', '-lcb-', '-rcb-', '-lsb-', '-rsb-']"}]
| false
| null | null | null |
863c0ed7e6b8dca169d56f2c58a602b033d4bb29
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 from aws_cdk import core from fagate_serverless.fagate_serverless_stack import FagateServerlessStack app = core.App() FagateServerlessStack(app, "serverless-xray-stack") app.synth()
|
Syntax Analysis:
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 210
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nfrom aws_cdk import core\n\nfrom fagate_serverless.fagate_serverless_stack import FagateServerlessStack\n\n\napp = core.App()\nFagateServerlessStack(app, \"serverless-xray-stack\")\n\napp.synth()"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
863da6290f58b36a91968cc8314fc22813d11b6c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import json import inspect import hashlib from _plotly_utils.utils import PlotlyJSONEncoder from dash.long_callback.managers import BaseLongCallbackManager class CeleryLongCallbackManager(BaseLongCallbackManager): def __init__(self, celery_app, cache_by=None, expire=None): """ Long callback manager that runs callback logic on a celery task queue, and stores results using a celery result backend. :param celery_app: A celery.Celery application instance that must be configured with a result backend. See the celery documentation for information on configuration options. :param cache_by: A list of zero-argument functions. When provided, caching is enabled and the return values of these functions are combined with the callback function's input arguments and source code to generate cache keys. :param expire: If provided, a cache entry will be removed when it has not been accessed for ``expire`` seconds. If not provided, the lifetime of cache entries is determined by the default behavior of the celery result backend. """ try: import celery # pylint: disable=import-outside-toplevel,import-error from celery.backends.base import ( # pylint: disable=import-outside-toplevel,import-error DisabledBackend, ) except ImportError as missing_imports: raise ImportError( """\ CeleryLongCallbackManager requires extra dependencies which can be installed doing $ pip install "dash[celery]"\n""" ) from missing_imports if not isinstance(celery_app, celery.Celery): raise ValueError("First argument must be a celery.Celery object") if isinstance(celery_app.backend, DisabledBackend): raise ValueError("Celery instance must be configured with a result backend") super().__init__(cache_by) self.handle = celery_app self.expire = expire def terminate_job(self, job): if job is None: return self.handle.control.terminate(job) def terminate_unhealthy_job(self, job): task = self.get_task(job) if task and task.status in ("FAILURE", "REVOKED"): return self.terminate_job(job) return False def job_running(self, job): future = self.get_task(job) return future and future.status in ( "PENDING", "RECEIVED", "STARTED", "RETRY", "PROGRESS", ) def make_job_fn(self, fn, progress, args_deps): return _make_job_fn(fn, self.handle, progress, args_deps) def get_task(self, job): if job: return self.handle.AsyncResult(job) return None ... [8 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • Invalid syntax at line 83: ... [8 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Add closing quote at line 11 • Review syntax near the error location
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advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 6
| 1
| 2,932
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport json\nimport inspect\nimport hashlib\n\nfrom _plotly_utils.utils import PlotlyJSONEncoder\nfrom dash.long_callback.managers import BaseLongCallbackManager\n\n\nclass CeleryLongCallbackManager(BaseLongCallbackManager):\n def __init__(self, celery_app, cache_by=None, expire=None):\n \"\"\"\n Long callback manager that runs callback logic on a celery task queue,\n and stores results using a celery result backend.\n\n :param celery_app:\n A celery.Celery application instance that must be configured with a\n result backend. See the celery documentation for information on\n configuration options.\n :param cache_by:\n A list of zero-argument functions. When provided, caching is enabled and\n the return values of these functions are combined with the callback\n function's input arguments and source code to generate cache keys.\n :param expire:\n If provided, a cache entry will be removed when it has not been accessed\n for ``expire`` seconds. If not provided, the lifetime of cache entries\n is determined by the default behavior of the celery result backend.\n \"\"\"\n try:\n import celery # pylint: disable=import-outside-toplevel,import-error\n from celery.backends.base import ( # pylint: disable=import-outside-toplevel,import-error\n DisabledBackend,\n )\n except ImportError as missing_imports:\n raise ImportError(\n \"\"\"\\\nCeleryLongCallbackManager requires extra dependencies which can be installed doing\n\n $ pip install \"dash[celery]\"\\n\"\"\"\n ) from missing_imports\n\n if not isinstance(celery_app, celery.Celery):\n raise ValueError(\"First argument must be a celery.Celery object\")\n\n if isinstance(celery_app.backend, DisabledBackend):\n raise ValueError(\"Celery instance must be configured with a result backend\")\n\n super().__init__(cache_by)\n self.handle = celery_app\n self.expire = expire\n\n def terminate_job(self, job):\n if job is None:\n return\n\n self.handle.control.terminate(job)\n\n def terminate_unhealthy_job(self, job):\n task = self.get_task(job)\n if task and task.status in (\"FAILURE\", \"REVOKED\"):\n return self.terminate_job(job)\n return False\n\n def job_running(self, job):\n future = self.get_task(job)\n return future and future.status in (\n \"PENDING\",\n \"RECEIVED\",\n \"STARTED\",\n \"RETRY\",\n \"PROGRESS\",\n )\n\n def make_job_fn(self, fn, progress, args_deps):\n return _make_job_fn(fn, self.handle, progress, args_deps)\n\n def get_task(self, job):\n if job:\n return self.handle.AsyncResult(job)\n\n return None\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 11\n \u2022 Invalid syntax at line 83: ... [8 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 11\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
863daa6816d11bde4f87896d1cc47d06ece1f0db
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may cause incorrect behavior and will be lost if the code is # regenerated. # -------------------------------------------------------------------------- from msrest.service_client import SDKClient from msrest import Serializer, Deserializer from ._configuration import TokenApiClientConfiguration from .operations import BotSignInOperations from .operations import UserTokenOperations from . import models class TokenApiClient(SDKClient): """TokenApiClient :ivar config: Configuration for client. :vartype config: TokenApiClientConfiguration :ivar bot_sign_in: BotSignIn operations :vartype bot_sign_in: botframework.tokenapi.operations.BotSignInOperations :ivar user_token: UserToken operations :vartype user_token: botframework.tokenapi.operations.UserTokenOperations :param credentials: Subscription credentials which uniquely identify client subscription. :type credentials: None :param str base_url: Service URL """ def __init__(self, credentials, base_url=None): self.config = TokenApiClientConfiguration(credentials, base_url) super(TokenApiClient, self).__init__(self.config.credentials, self.config) client_models = { k: v for k, v in models.__dict__.items() if isinstance(v, type) } self.api_version = "token" self._serialize = Serializer(client_models) self._deserialize = Deserializer(client_models) self.bot_sign_in = BotSignInOperations( self._client, self.config, self._serialize, self._deserialize ) self.user_token = UserTokenOperations( self._client, self.config, self._serialize, self._deserialize )
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 22 Block at line 38 has no indented body ⚠️ Warnings: Unexpected indentation at line 25 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 💡 Suggestions: Add closing quote at line 22 Add docstring to function '__init__'
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 1
| 1
| 2,027
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# coding=utf-8\n# --------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for\n# license information.\n#\n# Code generated by Microsoft (R) AutoRest Code Generator.\n# Changes may cause incorrect behavior and will be lost if the code is\n# regenerated.\n# --------------------------------------------------------------------------\n\nfrom msrest.service_client import SDKClient\nfrom msrest import Serializer, Deserializer\n\nfrom ._configuration import TokenApiClientConfiguration\nfrom .operations import BotSignInOperations\nfrom .operations import UserTokenOperations\nfrom . import models\n\n\nclass TokenApiClient(SDKClient):\n \"\"\"TokenApiClient\n\n :ivar config: Configuration for client.\n :vartype config: TokenApiClientConfiguration\n\n :ivar bot_sign_in: BotSignIn operations\n :vartype bot_sign_in: botframework.tokenapi.operations.BotSignInOperations\n :ivar user_token: UserToken operations\n :vartype user_token: botframework.tokenapi.operations.UserTokenOperations\n\n :param credentials: Subscription credentials which uniquely identify\n client subscription.\n :type credentials: None\n :param str base_url: Service URL\n \"\"\"\n\n def __init__(self, credentials, base_url=None):\n\n self.config = TokenApiClientConfiguration(credentials, base_url)\n super(TokenApiClient, self).__init__(self.config.credentials, self.config)\n\n client_models = {\n k: v for k, v in models.__dict__.items() if isinstance(v, type)\n }\n self.api_version = \"token\"\n self._serialize = Serializer(client_models)\n self._deserialize = Deserializer(client_models)\n\n self.bot_sign_in = BotSignInOperations(\n self._client, self.config, self._serialize, self._deserialize\n )\n self.user_token = UserTokenOperations(\n self._client, self.config, self._serialize, self._deserialize\n )"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 22\n Block at line 38 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 22\n Add docstring to function '__init__'"}]
| false
| null | null | null |
863dcb2e53c2cd1e93015fc8efa9a5e953801c7f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Generated by Django 3.0.4 on 2020-04-06 09:56 from django.db import migrations from saleor.order import OrderStatus def match_orders_with_users(apps, *_args, **_kwargs): Order = apps.get_model("order", "Order") User = apps.get_model("account", "User") orders_without_user = Order.objects.filter( user_email__isnull=False, user=None ).exclude(status=OrderStatus.DRAFT) for order in orders_without_user: try: new_user = User.objects.get(email=order.user_email) except User.DoesNotExist: continue
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 575
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Generated by Django 3.0.4 on 2020-04-06 09:56\n\nfrom django.db import migrations\n\nfrom saleor.order import OrderStatus\n\n\ndef match_orders_with_users(apps, *_args, **_kwargs):\n Order = apps.get_model(\"order\", \"Order\")\n User = apps.get_model(\"account\", \"User\")\n\n orders_without_user = Order.objects.filter(\n user_email__isnull=False, user=None\n ).exclude(status=OrderStatus.DRAFT)\n for order in orders_without_user:\n try:\n new_user = User.objects.get(email=order.user_email)\n except User.DoesNotExist:\n continue"}, {"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
|
863e8a2ed0006f7150de09f27d406b39ae986ad3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: def regex(table, **params): check_required_parameters(_regex, params, ['table']) return _regex(table, **params) def _regex(table, input_cols, transformation_mode='extract', find_mode='all', pattern='', user_dict_pattern='', custom_pattern='', replacement_string='', user_dict=None): out_table = table.copy() pattern_dict = regex_format_dict.pattern_dict user_pattern_dict = {} if user_dict is not None: user_patterns = user_dict.values for user_pattern in user_patterns: user_pattern_name = user_pattern[0] user_pattern_content = user_pattern[1] user_pattern_dict[user_pattern_name] = user_pattern_dict.get(user_pattern_name, []) + [user_pattern_content] user_pattern_dict = {key: r'|'.join(value) for key, value in user_pattern_dict.items()} if pattern == '': raise BrighticsFunctionException.from_errors([{'0100': "Please choose a pattern."}]) if pattern == 'custom': raw_pattern = custom_pattern elif pattern == 'user_dictionary': raw_pattern = user_pattern_dict.get(user_dict_pattern) if raw_pattern is None: raise BrighticsFunctionException.from_errors( [{'0100': user_dict_pattern + " is not a valid pattern name in the user dictionary."}]) else: raw_pattern = pattern_dict.get(pattern) regex_pattern = re.compile(raw_pattern) def transformation(text): if transformation_mode == 'extract': if find_mode == 'first': result = regex_pattern.search(text) if result is None: return "" else: return result.group() else: # find_mode == 'all' return regex_pattern.findall(text) elif transformation_mode == 'replace': if find_mode == 'first': return regex_pattern.sub(replacement_string, text, 1) else: # find_mode == 'all' return regex_pattern.sub(replacement_string, text) elif transformation_mode == 'remove': if find_mode == 'first': return regex_pattern.sub("", text, 1) else: # find_mode == 'all' return regex_pattern.sub("", text) else: # transformation_mode == 'split' if find_mode == 'first': return regex_pattern.split(text, 1) else: # find_mode == 'all' return regex_pattern.split(text) for col in input_cols: result_col = table[col].apply(transformation) out_table['regex_' + col] = result_col return {'out_table': out_table}
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 2,681
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ndef regex(table, **params):\n check_required_parameters(_regex, params, ['table'])\n return _regex(table, **params)\n\n\ndef _regex(table, input_cols, transformation_mode='extract', find_mode='all', pattern='',\n user_dict_pattern='', custom_pattern='', replacement_string='', user_dict=None):\n out_table = table.copy()\n pattern_dict = regex_format_dict.pattern_dict\n user_pattern_dict = {}\n if user_dict is not None:\n user_patterns = user_dict.values\n for user_pattern in user_patterns:\n user_pattern_name = user_pattern[0]\n user_pattern_content = user_pattern[1]\n user_pattern_dict[user_pattern_name] = user_pattern_dict.get(user_pattern_name, []) + [user_pattern_content]\n user_pattern_dict = {key: r'|'.join(value) for key, value in user_pattern_dict.items()}\n\n if pattern == '':\n raise BrighticsFunctionException.from_errors([{'0100': \"Please choose a pattern.\"}])\n if pattern == 'custom':\n raw_pattern = custom_pattern\n elif pattern == 'user_dictionary':\n raw_pattern = user_pattern_dict.get(user_dict_pattern)\n if raw_pattern is None:\n raise BrighticsFunctionException.from_errors(\n [{'0100': user_dict_pattern + \" is not a valid pattern name in the user dictionary.\"}])\n else:\n raw_pattern = pattern_dict.get(pattern)\n regex_pattern = re.compile(raw_pattern)\n\n def transformation(text):\n if transformation_mode == 'extract':\n if find_mode == 'first':\n result = regex_pattern.search(text)\n if result is None:\n return \"\"\n else:\n return result.group()\n else: # find_mode == 'all'\n return regex_pattern.findall(text)\n elif transformation_mode == 'replace':\n if find_mode == 'first':\n return regex_pattern.sub(replacement_string, text, 1)\n else: # find_mode == 'all'\n return regex_pattern.sub(replacement_string, text)\n elif transformation_mode == 'remove':\n if find_mode == 'first':\n return regex_pattern.sub(\"\", text, 1)\n else: # find_mode == 'all'\n return regex_pattern.sub(\"\", text)\n else: # transformation_mode == 'split'\n if find_mode == 'first':\n return regex_pattern.split(text, 1)\n else: # find_mode == 'all'\n return regex_pattern.split(text)\n\n for col in input_cols:\n result_col = table[col].apply(transformation)\n out_table['regex_' + col] = result_col\n\n return {'out_table': out_table}"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
863f656903c4148e82b3b4fd5343ee724e111ab6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 import sys import os import logging import numpy as np import pandas as pd import dateutil def tempF2C(x): return (x-32.0)*5.0/9.0 def tempC2F(x): return (x*9.0/5.0)+32.0 def load_temperature_hdf5(temps_fn, local_time_offset, basedir=None, start_year=None, truncate_to_full_day=False): ## Load temperature # temps_fn = "{}_AT_cleaned.h5".format(station_callsign) logging.info("Using saved temperatures file '{}'".format(temps_fn)) if basedir is not None: temps_fn = os.path.join(basedir, temps_fn) tempdf = pd.read_hdf(temps_fn, 'table') tmp = local_time_offset.split(':') tmp = int(tmp[0])*3600+int(tmp[1])*60 sitetz = dateutil.tz.tzoffset(local_time_offset, tmp) tempdf.index = tempdf.index.tz_convert(sitetz) if truncate_to_full_day: x = tempdf.index[-1] if x.hour != 23: x = x-pd.Timedelta(days=1) tmp = '{:04d}-{:02d}-{:02d}'.format(x.year, x.month, x.day) tempdf = tempdf.loc[:tmp] if start_year is not None: tempdf = tempdf.loc['{}-01-01'.format(start_year):] logging.info("Temperature data date range used: {} through {}".format(tempdf.index[0], tempdf.index[-1])) return tempdf def load_temperature_csv(fn, local_time_offset=None): t = pd.read_csv(fn, index_col=0) if local_time_offset is not None: tmp = local_time_offset.split(':') tmp = int(tmp[0])*3600+int(tmp[1])*60 sitetz = dateutil.tz.tzoffset(local_time_offset, tmp) #t.index = pd.to_datetime(t.index).tz_localize('UTC').tz_convert(sitetz) # @TCC this fails if csv contains datetimes with TZ t.index = pd.to_datetime(t.index) try: t.index = t.index.tz_localize('UTC') except TypeError: pass t.index = t.index.tz_convert(sitetz) return t # Function which computes BM (single sine method) degree day generation from temperature data def compute_BMDD_Fs(tmin, tmax, base_temp, dd_gen): # Used internally ... [2 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF IndentationError at line 59 ⚠️ Warnings: Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 20 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 5
| 0
| 2,073
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\nimport sys\nimport os\nimport logging\nimport numpy as np\nimport pandas as pd\nimport dateutil\n\n\ndef tempF2C(x): return (x-32.0)*5.0/9.0\ndef tempC2F(x): return (x*9.0/5.0)+32.0\n\n\ndef load_temperature_hdf5(temps_fn, local_time_offset, basedir=None, start_year=None, truncate_to_full_day=False):\n ## Load temperature\n # temps_fn = \"{}_AT_cleaned.h5\".format(station_callsign)\n logging.info(\"Using saved temperatures file '{}'\".format(temps_fn))\n if basedir is not None:\n temps_fn = os.path.join(basedir, temps_fn)\n tempdf = pd.read_hdf(temps_fn, 'table')\n\n tmp = local_time_offset.split(':')\n tmp = int(tmp[0])*3600+int(tmp[1])*60\n sitetz = dateutil.tz.tzoffset(local_time_offset, tmp)\n tempdf.index = tempdf.index.tz_convert(sitetz)\n\n if truncate_to_full_day:\n x = tempdf.index[-1]\n if x.hour != 23:\n x = x-pd.Timedelta(days=1)\n tmp = '{:04d}-{:02d}-{:02d}'.format(x.year, x.month, x.day)\n tempdf = tempdf.loc[:tmp]\n if start_year is not None:\n tempdf = tempdf.loc['{}-01-01'.format(start_year):]\n logging.info(\"Temperature data date range used: {} through {}\".format(tempdf.index[0], tempdf.index[-1]))\n return tempdf\n\n\ndef load_temperature_csv(fn, local_time_offset=None):\n t = pd.read_csv(fn, index_col=0)\n if local_time_offset is not None:\n tmp = local_time_offset.split(':')\n tmp = int(tmp[0])*3600+int(tmp[1])*60\n sitetz = dateutil.tz.tzoffset(local_time_offset, tmp)\n #t.index = pd.to_datetime(t.index).tz_localize('UTC').tz_convert(sitetz) # @TCC this fails if csv contains datetimes with TZ\n t.index = pd.to_datetime(t.index)\n try:\n t.index = t.index.tz_localize('UTC')\n except TypeError:\n pass\n t.index = t.index.tz_convert(sitetz)\n return t\n\n\n# Function which computes BM (single sine method) degree day generation from temperature data\ndef compute_BMDD_Fs(tmin, tmax, base_temp, dd_gen):\n # Used internally\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 IndentationError at line 59\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
863fffaabccfedecd9149dc35acae6b9542aa04c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # import Kratos import KratosMultiphysics import KratosMultiphysics.StructuralMechanicsApplication as StructuralMechanicsApplication import KratosMultiphysics.CSharpWrapperApplication as CSharpWrapperApplication import run_cpp_unit_tests # Import Kratos "wrapper" for unittests import KratosMultiphysics.KratosUnittest as KratosUnittest # Import subprocess import subprocess # Using kratos_utilities import KratosMultiphysics.kratos_utilities as kratos_utilities if kratos_utilities.CheckIfApplicationsAvailable("ExternalSolversApplication"): has_external_solvers_application = True else: has_external_solvers_application = False # Import the tests o test_classes to create the suits ## SMALL TESTS ## NIGTHLY TESTS ## VALIDATION TESTS def AssembleTestSuites(): ''' Populates the test suites to run. Populates the test suites to run. At least, it should pupulate the suites: "small", "nighlty" and "all" Return ------ suites: A dictionary of suites The set of suites with its test_cases added. ''' suites = KratosUnittest.KratosSuites # Create a test suit with the selected tests (Small tests): smallSuite = suites['small'] # Create a test suit with the selected tests plus all small tests nightlySuite = suites['nightly'] ### BEGIN SMALL SUITE ### ### END SMALL SUITE ### ### BEGIN NIGHTLY SUITE ### ### END VALIDATION SUITE ### ### BEGIN VALIDATION SUITE ### # For very long tests that should not be in nighly and you can use to validate validationSuite = suites['validation'] validationSuite.addTests(nightlySuite) ### END VALIDATION ### # Create a test suit that contains all the tests: allSuite = suites['all'] allSuite.addTests(nightlySuite) # Already contains the smallSuite validationSuite.addTests(allSuite) # Validation contains all # Manual list for debugging #allSuite.addTests( #KratosUnittest.TestLoader().loadTestsFromTestCases([ #### STANDALONE #### SMALL #### NIGTHLY #### VALIDATION #]) #) return suites if __name__ == '__main__': KratosMultiphysics.Logger.PrintInfo("Unittests", "\nRunning cpp unit tests ...") run_cpp_unit_tests.run() KratosMultiphysics.Logger.PrintInfo("Unittests", "Finished running cpp unit tests!") KratosMultiphysics.Logger.PrintInfo("Unittests", "\nRunning python tests ...") KratosUnittest.runTests(AssembleTestSuites()) KratosMultiphysics.Logger.PrintInfo("Unittests", "Finished python tests!")
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 28 ⚠️ Warnings: Unexpected indentation at line 34 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 💡 Suggestions: Add closing quote at line 28
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intermediate
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testing
|
debugging
|
Pythoncode:Python
| 1
| 0
| 2,584
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# import Kratos\nimport KratosMultiphysics\nimport KratosMultiphysics.StructuralMechanicsApplication as StructuralMechanicsApplication\nimport KratosMultiphysics.CSharpWrapperApplication as CSharpWrapperApplication\nimport run_cpp_unit_tests\n\n# Import Kratos \"wrapper\" for unittests\nimport KratosMultiphysics.KratosUnittest as KratosUnittest\n\n# Import subprocess\nimport subprocess\n\n# Using kratos_utilities\nimport KratosMultiphysics.kratos_utilities as kratos_utilities\nif kratos_utilities.CheckIfApplicationsAvailable(\"ExternalSolversApplication\"):\n has_external_solvers_application = True\nelse:\n has_external_solvers_application = False\n\n# Import the tests o test_classes to create the suits\n## SMALL TESTS\n\n## NIGTHLY TESTS\n\n## VALIDATION TESTS\n\ndef AssembleTestSuites():\n ''' Populates the test suites to run.\n\n Populates the test suites to run. At least, it should pupulate the suites:\n \"small\", \"nighlty\" and \"all\"\n\n Return\n ------\n\n suites: A dictionary of suites\n The set of suites with its test_cases added.\n '''\n suites = KratosUnittest.KratosSuites\n\n # Create a test suit with the selected tests (Small tests):\n smallSuite = suites['small']\n\n # Create a test suit with the selected tests plus all small tests\n nightlySuite = suites['nightly']\n\n ### BEGIN SMALL SUITE ###\n\n ### END SMALL SUITE ###\n\n ### BEGIN NIGHTLY SUITE ###\n\n ### END VALIDATION SUITE ###\n\n ### BEGIN VALIDATION SUITE ###\n\n # For very long tests that should not be in nighly and you can use to validate\n validationSuite = suites['validation']\n validationSuite.addTests(nightlySuite)\n\n ### END VALIDATION ###\n\n # Create a test suit that contains all the tests:\n allSuite = suites['all']\n allSuite.addTests(nightlySuite) # Already contains the smallSuite\n validationSuite.addTests(allSuite) # Validation contains all\n\n # Manual list for debugging\n #allSuite.addTests(\n #KratosUnittest.TestLoader().loadTestsFromTestCases([\n #### STANDALONE\n #### SMALL\n #### NIGTHLY\n #### VALIDATION\n #])\n #)\n\n return suites\n\nif __name__ == '__main__':\n KratosMultiphysics.Logger.PrintInfo(\"Unittests\", \"\\nRunning cpp unit tests ...\")\n run_cpp_unit_tests.run()\n KratosMultiphysics.Logger.PrintInfo(\"Unittests\", \"Finished running cpp unit tests!\")\n\n KratosMultiphysics.Logger.PrintInfo(\"Unittests\", \"\\nRunning python tests ...\")\n KratosUnittest.runTests(AssembleTestSuites())\n KratosMultiphysics.Logger.PrintInfo(\"Unittests\", \"Finished python tests!\")"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 28\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 34\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 28"}]
| false
| null | null | null |
864003328f8b49eae739c102dea7da6313ecab13
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from sqlalchemy import Column, Integer, String, ForeignKey, Float from sqlalchemy.orm import relationship from .database import Base class Post(Base): __tablename__ = "posts" id = Column(Integer, primary_key=True, nullable=False, index=True) full_name = Column(String, nullable=False) last_place = Column(String, nullable=False) description = Column(String, nullable=False) percentage = Column(Float, default=0.0) image = Column(String) owner_id = Column(Integer, ForeignKey("users.id")) creator = relationship("U ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: class User(Base): __tablename__ = "users"
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advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 0
| 3
| 554
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom sqlalchemy import Column, Integer, String, ForeignKey, Float\nfrom sqlalchemy.orm import relationship\n\nfrom .database import Base\n\n\nclass Post(Base):\n __tablename__ = \"posts\"\n\n id = Column(Integer, primary_key=True, nullable=False, index=True)\n full_name = Column(String, nullable=False)\n last_place = Column(String, nullable=False)\n description = Column(String, nullable=False)\n percentage = Column(Float, default=0.0)\n image = Column(String)\n owner_id = Column(Integer, ForeignKey(\"users.id\"))\n\n creator = relationship(\"U\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\nclass User(Base):\n __tablename__ = \"users\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8640b1d90a7dd7eb0d598131b239f974e433d2eb
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from flask import Flask, flash, render_template, redirect, url_for from flask.ext.pymongo import PyMongo from flask import request app=Flask(__name__) app.config['MONGO_DBNAME']='stud' app.config['MONGO_URI']='mongodb://localhost:27017/stud' mongo=PyMongo(app) """ @app.route('/add') def add(): user=mongo.db.users user.insert({"name":"Ganesh","age":19}) return "Added" @app.route('/find') def find(): user=mongo.db.users data=user.find_one({"name":"Ganesh"}) return data["name"] """ @app.route('/',methods=['GET', 'POST']) def dashboard(): if request.method = 'POST': name=request.form['name'] passw=request.form['password'] if name=="admin123" and passw=="12345": return redirect(url_for('display')) else: return render_template("dashboard.html",err="Login Failed") else: return render_template("dashboard.html") @app.route('/form',methods=['GET', 'POST']) def form(): if request.method == 'POST': user=mongo.db.student rollno=request.form['rollno'] name=request.form['name'] address=request.form['address'] year=request.form['year'] skills=request.form['skills'] phone=request.form['phone'] email=request.form['emailid'] user.insert({"Rollnumber":rollno,"StudentName":name,"Address":address,"Year":year,"Skills":skills,"PhoneNumber":phone,"EmailId":email}) return redirect(url_for('dashboard')) else: return render_template("form.html") @app.route('/display',methods=['GET', 'POST']) def display(): data=mongo.db.student record=[] for rec in data.find(): record.append({"Rollnumber":rec["Rollnumber"],"StudentName":rec["StudentName"],"Address":rec["Address"],"Year":rec["Year"],"Skills":rec["Skills"],"PhoneNumber":rec["PhoneNumber"],"EmailId":rec["EmailId"]}) app.logger.info(record) return render_template("display.html", studentdata=record) if __name__ == '__main__': app.secret_key = 'ganeshrockz' app.run(debug=True)
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Unterminated string literal at line 8 • SyntaxError: cannot assign to attribute here. Maybe you meant '==' instead of '='? at line 23 Fix: Change operator back to correct one
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intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 2,144
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom flask import Flask, flash, render_template, redirect, url_for\nfrom flask.ext.pymongo import PyMongo\nfrom flask import request\napp=Flask(__name__)\napp.config['MONGO_DBNAME']='stud'\napp.config['MONGO_URI']='mongodb://localhost:27017/stud'\nmongo=PyMongo(app)\n\"\"\"\n@app.route('/add')\ndef add():\n user=mongo.db.users\n user.insert({\"name\":\"Ganesh\",\"age\":19})\n return \"Added\"\n\n@app.route('/find')\ndef find():\n user=mongo.db.users\n data=user.find_one({\"name\":\"Ganesh\"})\n return data[\"name\"]\n \"\"\"\n@app.route('/',methods=['GET', 'POST'])\ndef dashboard():\n if request.method = 'POST':\n name=request.form['name']\n passw=request.form['password']\n if name==\"admin123\" and passw==\"12345\":\n return redirect(url_for('display'))\n else:\n return render_template(\"dashboard.html\",err=\"Login Failed\")\n else:\n return render_template(\"dashboard.html\")\n\n@app.route('/form',methods=['GET', 'POST'])\ndef form():\n if request.method == 'POST':\n user=mongo.db.student\n rollno=request.form['rollno']\n name=request.form['name']\n address=request.form['address']\n year=request.form['year']\n skills=request.form['skills']\n phone=request.form['phone']\n email=request.form['emailid']\n user.insert({\"Rollnumber\":rollno,\"StudentName\":name,\"Address\":address,\"Year\":year,\"Skills\":skills,\"PhoneNumber\":phone,\"EmailId\":email})\n return redirect(url_for('dashboard'))\n else:\n return render_template(\"form.html\")\n\n@app.route('/display',methods=['GET', 'POST'])\ndef display():\n data=mongo.db.student\n record=[]\n for rec in data.find():\n record.append({\"Rollnumber\":rec[\"Rollnumber\"],\"StudentName\":rec[\"StudentName\"],\"Address\":rec[\"Address\"],\"Year\":rec[\"Year\"],\"Skills\":rec[\"Skills\"],\"PhoneNumber\":rec[\"PhoneNumber\"],\"EmailId\":rec[\"EmailId\"]})\n app.logger.info(record)\n return render_template(\"display.html\", studentdata=record)\nif __name__ == '__main__':\n app.secret_key = 'ganeshrockz'\n app.run(debug=True)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Unterminated string literal at line 8\n \u2022 SyntaxError: cannot assign to attribute here. Maybe you meant '==' instead of '='? at line 23\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
86421594cd7a65136f722a4e9889059ae90e1d77
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- import pytest import datetime from django.contrib.auth import get_user_model from django.contrib.auth.models import Group from rest_framework.test import APIClient, APIRequestFactory from resources.enums import UnitAuthorizationLevel from resources.models import Resource, ResourceType, Unit, Purpose, Day, Period from resources.models import Equipment, EquipmentAlias, ResourceEquipment, EquipmentCategory, TermsOfUse, ResourceGroup from resources.models import AccessibilityValue, AccessibilityViewpoint, ResourceAccessibility, UnitAccessibility from munigeo.models import Municipality def api_client(): return APIClient() @pytest.fixture def staff_api_client(staff_user): api_client = APIClient() api_client.force_authenticate(user=staff_user) return api_client @pytest.fixture def user_api_client(user): api_client = APIClient() api_client.force_authenticate(user=user) return api_client @pytest.fixture(params=[None, 'user', 'staff_user']) def all_user_types_api_client(request): api_client = APIClient() if request.param: api_client.force_authenticate(request.getfixturevalue(request.param)) return api_client @pytest.fixture def api_rf(): return APIRequestFactory() @pytest.mark.django_db @pytest.fixture def space_resource_type(): return ResourceType.objects.get_or_create(id="test_space", name="test_space", main_type="space")[0] @pytest.mark.django_db @pytest.fixture def space_resource(space_resource_type): return Resource.objects.create(type=space_resource_type, authentication="none", name="resource") @pytest.mark.django_db @pytest.fixture def test_unit(): return Unit.objects.create(name="unit", time_zone='Europe/Helsinki') ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: @pytest.fixture def test_unit2(): return Unit.objects.create(name="unit 2", time_zone='Europe/Helsinki')
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 12
| 0
| 1,747
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nimport pytest\nimport datetime\nfrom django.contrib.auth import get_user_model\nfrom django.contrib.auth.models import Group\nfrom rest_framework.test import APIClient, APIRequestFactory\n\nfrom resources.enums import UnitAuthorizationLevel\nfrom resources.models import Resource, ResourceType, Unit, Purpose, Day, Period\nfrom resources.models import Equipment, EquipmentAlias, ResourceEquipment, EquipmentCategory, TermsOfUse, ResourceGroup\nfrom resources.models import AccessibilityValue, AccessibilityViewpoint, ResourceAccessibility, UnitAccessibility\nfrom munigeo.models import Municipality\n\n\ndef api_client():\n return APIClient()\n\n\n@pytest.fixture\ndef staff_api_client(staff_user):\n api_client = APIClient()\n api_client.force_authenticate(user=staff_user)\n return api_client\n\n\n@pytest.fixture\ndef user_api_client(user):\n api_client = APIClient()\n api_client.force_authenticate(user=user)\n return api_client\n\n\n@pytest.fixture(params=[None, 'user', 'staff_user'])\ndef all_user_types_api_client(request):\n api_client = APIClient()\n if request.param:\n api_client.force_authenticate(request.getfixturevalue(request.param))\n return api_client\n\n\n@pytest.fixture\ndef api_rf():\n return APIRequestFactory()\n\n\n@pytest.mark.django_db\n@pytest.fixture\ndef space_resource_type():\n return ResourceType.objects.get_or_create(id=\"test_space\", name=\"test_space\", main_type=\"space\")[0]\n\n\n@pytest.mark.django_db\n@pytest.fixture\ndef space_resource(space_resource_type):\n return Resource.objects.create(type=space_resource_type, authentication=\"none\", name=\"resource\")\n\n\n@pytest.mark.django_db\n@pytest.fixture\ndef test_unit():\n return Unit.objects.create(name=\"unit\", time_zone='Europe/Helsinki')\n\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n@pytest.fixture\ndef test_unit2():\n return Unit.objects.create(name=\"unit 2\", time_zone='Europe/Helsinki')"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86448f12322f6a8ff13f239dbc2163cdebce1c56
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/bin/python3 with open('../camera/QCamera2/stack/common/cam_intf.h', 'r') as f: data = f.read() f.closed start = data.find(' INCLUDE(CAM_INTF_META_HISTOGRAM') end = data.find('} metadata_data_t;') data = data[start:end] metadata = data.split("\n") metalist = list() for line in metadata: if (line.startswith(' INCLUDE')): foo = line.split(',') foo[0] = foo[0].replace('INCLUDE', 'PRINT') metalist.append(foo[0] + ", pMetadata);") with open('list.txt', 'w') as f: for item in metalist: f.write("%s\n" % item) f.closed
|
Code analysis results: 🔴 Errors found: Unmatched closing bracket '}' at line 8 ⚠️ Warnings: Unexpected indentation at line 17 Unexpected indentation at line 18
|
intermediate
|
data_processing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 586
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/bin/python3\n\nwith open('../camera/QCamera2/stack/common/cam_intf.h', 'r') as f:\n data = f.read()\nf.closed\n\nstart = data.find(' INCLUDE(CAM_INTF_META_HISTOGRAM')\nend = data.find('} metadata_data_t;')\ndata = data[start:end]\nmetadata = data.split(\"\\n\")\n\nmetalist = list()\n\nfor line in metadata:\n if (line.startswith(' INCLUDE')):\n foo = line.split(',')\n foo[0] = foo[0].replace('INCLUDE', 'PRINT')\n \n metalist.append(foo[0] + \", pMetadata);\")\n\nwith open('list.txt', 'w') as f:\n for item in metalist:\n f.write(\"%s\\n\" % item)\nf.closed"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unmatched closing bracket '}' at line 8\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 17\n Unexpected indentation at line 18"}]
| false
| null | null | null |
86468125b6e8c3a2e71c1dfdfd2e29f1c5b2af19
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def g(A, n): if A == -1: return 0 return A // (2 * n) * n + max(A % (2 * n) - (n - 1), 0) def f(A, B): result = 0 for i in range(48): t = 1 << i if (g(B, t) - g(A - 1, t)) % 2 == 1: result += t return result A, B = map(int, input().split()) print(f(A, B))
|
Functions: g, f This code demonstrates Pythoncode:Python programming.
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intermediate
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general
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code_explanation
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Pythoncode:Python
| 2
| 0
| 317
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef g(A, n):\n if A == -1:\n return 0\n return A // (2 * n) * n + max(A % (2 * n) - (n - 1), 0)\n\n\ndef f(A, B):\n result = 0\n for i in range(48):\n t = 1 << i\n if (g(B, t) - g(A - 1, t)) % 2 == 1:\n result += t\n return result\n\n\nA, B = map(int, input().split())\n\nprint(f(A, B))"}, {"role": "assistant", "content": " Functions: g, f\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
8647521d4f7b0429f689d687206113be1ffbd603
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import logging from logging.handlers import TimedRotatingFileHandler class MyLog(): def __init__(self, name, filename): self.logger = logging.getLogger(name) if not self.logger.handlers: self.logger.setLevel(logging.INFO) ch = TimedRotatingFileHandler(filename=filename, when='midnight', encoding="utf-8") ch.setLevel(logging.DEBUG) formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s') ch.setFormatter(formatter) self.logger.addHandler(ch) ''' logger = MyLog("test","log\\text.txt") logger.logger.debug('debug message') logger.logger.info('info message') logger.logger.warning('warn message') logger.logger.error('error message') logger.logger.critical('critical message') '''
|
Functions: __init__ Classes: MyLog This code demonstrates Pythoncode:Python programming.
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advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 807
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport logging\nfrom logging.handlers import TimedRotatingFileHandler\n\nclass MyLog():\n def __init__(self, name, filename):\n self.logger = logging.getLogger(name)\n if not self.logger.handlers:\n self.logger.setLevel(logging.INFO)\n ch = TimedRotatingFileHandler(filename=filename, when='midnight', encoding=\"utf-8\")\n ch.setLevel(logging.DEBUG)\n formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')\n ch.setFormatter(formatter)\n self.logger.addHandler(ch)\n\n\n'''\nlogger = MyLog(\"test\",\"log\\\\text.txt\")\nlogger.logger.debug('debug message')\nlogger.logger.info('info message')\nlogger.logger.warning('warn message')\nlogger.logger.error('error message')\nlogger.logger.critical('critical message')\n'''"}, {"role": "assistant", "content": " Functions: __init__\n Classes: MyLog\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
86479efec94998d8ac597979216e69bc35252174
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # urls.py from django.urls import path, register_converter from fiesta import converters from fiesta.views import views from rest_framework.urlpatterns import format_suffix_patterns # "http://django-sdmx.org/wsrest/" # "http://django-sdmx.org/ws/" register_converter(converters.ResourceConverter, 'res') register_converter(converters.AgencyConverter, 'age') register_converter(converters.ContextConverter, 'con') urlpatterns = [ path('wsreg/SubmitStructure/', views.SubmitStructureRequestView.as_view()), path('wsrest/schema/<con:context>/<age:agencyID>/<str:resourceID>', views.SDMXRESTfulSchemaView.as_view()), path('wsrest/schema/<con:context>/<age:agencyID>/<str:resourceID>/<str:version>', views.SDMXRESTfulSchemaView.as_view()), path('wsrest/<res:resource>/', views.SDMXRESTfulStructureView.as_view()), path('wsrest/<res:resource>/<age:agencyID>/', views.SDMXRESTfulStructureView.as_view()), path('wsrest/<res:resource>/<age:agencyID>/<str:resourceID>/', views.SDMXRESTfulStructureView.as_view()), path('wsrest/<res:resource>/<age:agencyID>/<str:resourceID>/' '<str:version>/', views.SDMXRESTfulStructureView.as_view()), ] urlpatterns = format_suffix_patterns(urlpatterns)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,252
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# urls.py\n\nfrom django.urls import path, register_converter\nfrom fiesta import converters \nfrom fiesta.views import views\nfrom rest_framework.urlpatterns import format_suffix_patterns\n\n# \"http://django-sdmx.org/wsrest/\"\n# \"http://django-sdmx.org/ws/\"\n\nregister_converter(converters.ResourceConverter, 'res')\nregister_converter(converters.AgencyConverter, 'age')\nregister_converter(converters.ContextConverter, 'con')\n\nurlpatterns = [\n path('wsreg/SubmitStructure/', views.SubmitStructureRequestView.as_view()),\n path('wsrest/schema/<con:context>/<age:agencyID>/<str:resourceID>', views.SDMXRESTfulSchemaView.as_view()),\n path('wsrest/schema/<con:context>/<age:agencyID>/<str:resourceID>/<str:version>', views.SDMXRESTfulSchemaView.as_view()),\n path('wsrest/<res:resource>/', views.SDMXRESTfulStructureView.as_view()),\n path('wsrest/<res:resource>/<age:agencyID>/',\n views.SDMXRESTfulStructureView.as_view()),\n path('wsrest/<res:resource>/<age:agencyID>/<str:resourceID>/', \n views.SDMXRESTfulStructureView.as_view()),\n path('wsrest/<res:resource>/<age:agencyID>/<str:resourceID>/'\n '<str:version>/', \n views.SDMXRESTfulStructureView.as_view()),\n]\n\nurlpatterns = format_suffix_patterns(urlpatterns)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8647faa20530aa0d730c1a40c079c5454d72f20d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Write an algorithm that takes an array and moves all of the zeros to the end, preserving the order of the other elements. def move_zeros(array): #your code here new_array = [] new_index = 0 while len(array) > 0:
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • IndentationError at line 9 Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
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Pythoncode:Python
| 1
| 0
| 238
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Write an algorithm that takes an array and moves all of the zeros to the end, preserving the order of the other elements.\n\ndef move_zeros(array):\n #your code here\n new_array = [] \n \n new_index = 0\n while len(array) > 0:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 IndentationError at line 9\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8648090bbe37bd69072d860284239d2be5f5a913
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: def construct_tag_data(tag_name, attrs=None, value=None, sorting=None): data = { '_name': tag_name, '_attrs': attrs and [], '_value': value, } if sorting: data['_sorting'] = sorting return data def add_simple_child(data, child_friendly_name, child_tag_name, child_attrs=None, child_value=None): data[child_friendly_name] = construct_tag_data(child_tag_name, child_attrs, child_value) return data def construct_header(ctransfer): header = construct_tag_data('GrpHdr') header['_sorting'] = ['MsgId', 'CreDtTm', 'NbOfTxs', 'CtrlSum', 'InitgPty'] header['message_id'] = construct_tag_data('MsgId', value=ctransfer.uuid) header['creation_date_time'] = construct_tag_data('CreDtTm', value=ctransfer.timestamp) header['num_transactions'] = construct_tag_data('NbOfTxs', value=ctransfer.get_num_of_transactions()) header['control_sum'] = construct_tag_data('CtrlSum', value=ctransfer.get_control_sum()) header['initiating_party'] = add_simple_child(construct_tag_data('InitgPty'), 'name', 'Nm', [], ctransfer.debtor.name) return header def construct_iban(account, tag_name): iban_data = construct_tag_data(tag_name) iban_data['id'] = add_simple_child(construct_tag_data('Id'), 'iban', 'IBAN', [], account.iban) return iban_data def construct_bic(account, tag_name): bic_data = construct_tag_data(tag_name) bic_data['financial_instrument_id'] = add_simple_child(construct_tag_data('FinInstnId'), 'bic', 'BIC', [], account.bic) return bic_data def construct_address_data(account, tag_name): addr_data = construct_tag_data(tag_name) addr_data['name'] = construct_tag_data('Nm', value=account.name) if account.has_address(): address = construct_tag_data('PstlAdr') if account.country: address['country'] = construct_tag_data('Ctry', value=account.country) if account.street: address['addr_line_1'] = construct_tag_data('AdrLine', value=account.street) if account.postcode and account.city: address['addr_line_2'] = construct_tag_data('AdrLine', value="%s %s" % (account.postcode, account.city)) addr_data['address'] = address return addr_data ... [3 more functiondefs truncated] ...
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Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 5 Buggy code: '_attrs': attrs and [], Should be: '_attrs': attrs or [], Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
|
advanced
|
ui
|
logical_errors
|
Pythoncode:Python
| 6
| 0
| 2,416
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n\ndef construct_tag_data(tag_name, attrs=None, value=None, sorting=None):\n data = {\n '_name': tag_name,\n '_attrs': attrs and [],\n '_value': value,\n }\n\n if sorting:\n data['_sorting'] = sorting\n\n return data\n\n\ndef add_simple_child(data, child_friendly_name, child_tag_name, child_attrs=None, child_value=None):\n data[child_friendly_name] = construct_tag_data(child_tag_name, child_attrs, child_value)\n\n return data\n\n\ndef construct_header(ctransfer):\n header = construct_tag_data('GrpHdr')\n\n header['_sorting'] = ['MsgId', 'CreDtTm', 'NbOfTxs', 'CtrlSum', 'InitgPty']\n\n header['message_id'] = construct_tag_data('MsgId', value=ctransfer.uuid)\n header['creation_date_time'] = construct_tag_data('CreDtTm', value=ctransfer.timestamp)\n header['num_transactions'] = construct_tag_data('NbOfTxs', value=ctransfer.get_num_of_transactions())\n header['control_sum'] = construct_tag_data('CtrlSum', value=ctransfer.get_control_sum())\n header['initiating_party'] = add_simple_child(construct_tag_data('InitgPty'), 'name', 'Nm', [],\n ctransfer.debtor.name)\n\n return header\n\n\ndef construct_iban(account, tag_name):\n iban_data = construct_tag_data(tag_name)\n iban_data['id'] = add_simple_child(construct_tag_data('Id'), 'iban', 'IBAN', [], account.iban)\n\n return iban_data\n\n\ndef construct_bic(account, tag_name):\n bic_data = construct_tag_data(tag_name)\n bic_data['financial_instrument_id'] = add_simple_child(construct_tag_data('FinInstnId'), 'bic', 'BIC', [],\n account.bic)\n\n return bic_data\n\n\ndef construct_address_data(account, tag_name):\n addr_data = construct_tag_data(tag_name)\n\n addr_data['name'] = construct_tag_data('Nm', value=account.name)\n\n if account.has_address():\n address = construct_tag_data('PstlAdr')\n if account.country:\n address['country'] = construct_tag_data('Ctry', value=account.country)\n if account.street:\n address['addr_line_1'] = construct_tag_data('AdrLine', value=account.street)\n if account.postcode and account.city:\n address['addr_line_2'] = construct_tag_data('AdrLine', value=\"%s %s\" % (account.postcode, account.city))\n\n addr_data['address'] = address\n\n return addr_data\n\n\n\n ... [3 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 5\n\n Buggy code:\n '_attrs': attrs and [],\n\n Should be:\n '_attrs': attrs or [],\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
864838cbb6dc59b795206fdcacaeae0f4be0ca16
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from enum import Enum from window import Window D = Enum ('Directions','N NE E SE S SW W NW') selector_map = { D.NW: [0.5,0.5], D.N: [1.5,0], D.NE: [2.5,0.5], D.W: [0,1.5], D.E: [3,1.5], D.SW: [0.5,2.5], D.S: [1.5,3], D.SE: [2.5,2.5], } selector_size = 100 window_size = selector_size*4 window = Window (window_size,window_size,selector_map,selector_size,selector_size) # set actions here from functools import partial def say (something): print (''.join (('Me: "',something,'"'))) window.actions[D.NW] = partial (say,'northwast') window.actions[D.N] = partial (say,'north') window.actions[D.NE] = partial (say,'neorthest') window.actions[D.W] = partial (say,'western') window.actions[D.E] = partial (say,'easy') window.actions[D.SW] = partial (say,'suess whest') window.actions[D.S] = partial (say,'sissy
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 28 • Unclosed '(' at line 28 - expected ')' Fix: Close the string literal with matching quote
|
intermediate
|
general
|
error_detection
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Pythoncode:Python
| 1
| 0
| 866
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom enum import Enum\nfrom window import Window\n\nD = Enum ('Directions','N NE E SE S SW W NW')\n\nselector_map = {\n D.NW: [0.5,0.5], D.N: [1.5,0], D.NE: [2.5,0.5],\n D.W: [0,1.5], D.E: [3,1.5],\n D.SW: [0.5,2.5], D.S: [1.5,3], D.SE: [2.5,2.5],\n }\n\nselector_size = 100\nwindow_size = selector_size*4\n\nwindow = Window (window_size,window_size,selector_map,selector_size,selector_size)\n\n# set actions here\nfrom functools import partial\ndef say (something):\n print (''.join (('Me: \"',something,'\"')))\n\nwindow.actions[D.NW] = partial (say,'northwast')\nwindow.actions[D.N] = partial (say,'north')\nwindow.actions[D.NE] = partial (say,'neorthest')\nwindow.actions[D.W] = partial (say,'western')\nwindow.actions[D.E] = partial (say,'easy')\nwindow.actions[D.SW] = partial (say,'suess whest')\nwindow.actions[D.S] = partial (say,'sissy"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 28\n \u2022 Unclosed '(' at line 28 - expected ')'\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
864a44b2fa4b1d6dbb15ace15ef151c81922788f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from rest_framework import serializers from rest_framework.validators import UniqueValidator from cride.circles.models import Circle class CircleSerializer(serializers.Serializer): name = serializers.CharField() slug_name = serializers.SlugField() rides_taken = serializers.IntegerField() rides_offered = serializers.IntegerField() # Complete this line class CreateCircleSerializer(serializers.Serializer): name = serializers.CharField(max_length=140) slug_name = serializers.CharField(max_length=40, validators=[UniqueValidator(queryset=Circle.objects.all())]) about = serializers.CharField(max_length=255, required=False) def create(self, data): return Circle.objects.create(**data)
|
The missing line is: members_limit = serializers.IntegerField()
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 2
| 760
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom rest_framework import serializers\nfrom rest_framework.validators import UniqueValidator\nfrom cride.circles.models import Circle\n\nclass CircleSerializer(serializers.Serializer):\n name = serializers.CharField()\n slug_name = serializers.SlugField()\n rides_taken = serializers.IntegerField()\n rides_offered = serializers.IntegerField()\n # Complete this line\n \nclass CreateCircleSerializer(serializers.Serializer):\n name = serializers.CharField(max_length=140)\n slug_name = serializers.CharField(max_length=40, validators=[UniqueValidator(queryset=Circle.objects.all())])\n about = serializers.CharField(max_length=255, required=False)\n\n def create(self, data):\n return Circle.objects.create(**data)"}, {"role": "assistant", "content": "The missing line is:\n members_limit = serializers.IntegerField()"}]
| false
| null | null | null |
864a6447cb894e438d5dd8c26760c86abeb04746
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.shortcuts import render from django.template import loader from django.http import HttpResponse from django.shortcuts import render, redirect from .models import Patient from django.contrib import messages import pandas as pd from django.contrib.auth.decorators import login_required from web3 import Web3 import datetime import hashlib import json def encrypt_string(hash_string): sha_signature = \ hashlib.sha256(hash_string.encode()).hexdigest() return sha_signature @login_required() def index(request): context = {} template = loader.get_template('index.html') return HttpResponse(template.render(context, request)) @login_required() def patient_form(request): dt = pd.read_csv('contact/static/info/countries.txt', sep='\n') countries = [] df = dt.to_dict() for k, country in df.items(): for k,v in country.items(): countries.append(v) return render(request, 'patient_form.html', {'countries': countries}) @login_required() ... [7 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 1,104
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.shortcuts import render\r\nfrom django.template import loader\r\nfrom django.http import HttpResponse\r\nfrom django.shortcuts import render, redirect\r\nfrom .models import Patient\r\nfrom django.contrib import messages\r\nimport pandas as pd\r\nfrom django.contrib.auth.decorators import login_required\r\nfrom web3 import Web3\r\nimport datetime\r\nimport hashlib\r\nimport json\r\n\r\ndef encrypt_string(hash_string):\r\n sha_signature = \\\r\n hashlib.sha256(hash_string.encode()).hexdigest()\r\n return sha_signature\r\n\r\n@login_required()\r\ndef index(request):\r\n context = {}\r\n template = loader.get_template('index.html')\r\n return HttpResponse(template.render(context, request))\r\n\r\n\r\n\r\n@login_required()\r\ndef patient_form(request):\r\n\r\n dt = pd.read_csv('contact/static/info/countries.txt', sep='\\n')\r\n countries = []\r\n df = dt.to_dict() \r\n for k, country in df.items():\r\n for k,v in country.items():\r\n countries.append(v)\r\n return render(request, 'patient_form.html', {'countries': countries})\r\n\r\n\r\n@login_required()\r\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
864a8f3a33d90a7cbe60473e931b29c2b862bbbb
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import _dictdraw, sys d = {} surface = _dictdraw.draw_dictionary(d ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: surface.write_to_png(sys.argv[1])
|
beginner
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 67
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport _dictdraw, sys\n\nd = {}\nsurface = _dictdraw.draw_dictionary(d\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:\nsurface.write_to_png(sys.argv[1])"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
864be7bfbe0cf81e1b82f46620ffbb10dcc091db
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # coding=utf-8 #!/usr/bin/env python3 from libs.check_modules import check_modules from sys import exit from os import _exit def chunks(lst, n): """Yield successive n-sized chunks from lst.""" for i in range(0, len(lst), n): yield lst[i:i + n] def profile_attack_process(username, proxy_list): if (len(proxy_list) == 0): for _ in range(10): report_profile_attack(username, None) return for proxy in proxy_list: report_profile_attack(username, proxy) def video_attack_process(video_url, proxy_list): if (len(proxy_list) == 0): for _ in range(10): report_video_attack(video_url, None) return for proxy in proxy_list: report_video_attack(video_url, proxy) def video_attack(proxies): video_url = ask_question("Enter the link of the video you want to report") print(Style.RESET_ALL) if (len(proxies) == 0): for k in range(5): p = Process(target=video_attack_process, args=(video_url, [],)) p.start() print_status(str(k + 1) + ". Transaction Opened!") if (k == 5): print() return chunk = list(chunks(proxies, 10)) print("") print_status("Video complaint attack is on!\n") i = 1 for proxy_list in chunk: p = Process(target=video_attack_process, args=(video_url, proxy_list,)) p.start() print_status(str(i) + ". Transaction Opened!") if (k == 5): print() i = i + 1 def profile_attack(proxies): username = ask_question("Enter the username of the person you want to report") print(Style.RESET_ALL) if (len(proxies) == 0): for k in range(5): p = Process(target=profile_attack_process, args=(username, [],)) p.start() print_status(str(k + 1) + ". Transaction Opened!") return chunk = list(chunks(proxies, 10)) print("") print_status("Profile complaint attack is starting!\n") i = 1 for proxy_list in chunk: p = Process(target=profile_attack_process, args=(username, proxy_list,)) p.start() print_status(str(i) + ". Transaction Opened!") if (k == 5): print() i = i + 1 ... [1 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 79: ... [1 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 7 Unexpected indentation at line 10 Unexpected indentation at line 12 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 21 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 33 Unexpected indentation at line 34 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 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 5
| 0
| 2,359
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\r\n#!/usr/bin/env python3\r\n\r\nfrom libs.check_modules import check_modules\r\nfrom sys import exit\r\nfrom os import _exit\r\n\r\ndef chunks(lst, n):\r\n \"\"\"Yield successive n-sized chunks from lst.\"\"\"\r\n for i in range(0, len(lst), n):\r\n yield lst[i:i + n]\r\n\r\ndef profile_attack_process(username, proxy_list):\r\n if (len(proxy_list) == 0):\r\n for _ in range(10):\r\n report_profile_attack(username, None)\r\n return\r\n\r\n for proxy in proxy_list:\r\n report_profile_attack(username, proxy)\r\n\r\ndef video_attack_process(video_url, proxy_list):\r\n if (len(proxy_list) == 0):\r\n for _ in range(10):\r\n report_video_attack(video_url, None)\r\n return\r\n\r\n for proxy in proxy_list:\r\n report_video_attack(video_url, proxy)\r\n\r\ndef video_attack(proxies):\r\n video_url = ask_question(\"Enter the link of the video you want to report\")\r\n print(Style.RESET_ALL)\r\n if (len(proxies) == 0):\r\n for k in range(5):\r\n p = Process(target=video_attack_process, args=(video_url, [],))\r\n p.start()\r\n print_status(str(k + 1) + \". Transaction Opened!\")\r\n if (k == 5): print()\r\n return\r\n\r\n chunk = list(chunks(proxies, 10))\r\n\r\n print(\"\")\r\n print_status(\"Video complaint attack is on!\\n\")\r\n\r\n i = 1\r\n for proxy_list in chunk:\r\n p = Process(target=video_attack_process, args=(video_url, proxy_list,))\r\n p.start()\r\n print_status(str(i) + \". Transaction Opened!\")\r\n if (k == 5): print()\r\n i = i + 1\r\n\r\ndef profile_attack(proxies):\r\n username = ask_question(\"Enter the username of the person you want to report\")\r\n print(Style.RESET_ALL)\r\n if (len(proxies) == 0):\r\n for k in range(5):\r\n p = Process(target=profile_attack_process, args=(username, [],))\r\n p.start()\r\n print_status(str(k + 1) + \". Transaction Opened!\")\r\n return\r\n\r\n chunk = list(chunks(proxies, 10))\r\n\r\n print(\"\")\r\n print_status(\"Profile complaint attack is starting!\\n\")\r\n\r\n i = 1\r\n for proxy_list in chunk:\r\n p = Process(target=profile_attack_process, args=(username, proxy_list,))\r\n p.start()\r\n print_status(str(i) + \". Transaction Opened!\")\r\n if (k == 5): print()\r\n i = i + 1\r\n\r\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 Invalid syntax at line 79: ... [1 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 7\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 21\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 33\n Unexpected indentation at line 34\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 Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
864bf69490c6ee45920463f0c6f8b0b6dbff18dc
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import numpy import pytest import cirq import openfermion from openfermioncirq import ( ... [2 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 700
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport numpy\nimport pytest\n\nimport cirq\nimport openfermion\n\nfrom openfermioncirq import (\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
864c964912d3ec24af5b6c8c081c0833e7bd9b90
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- # # Copyright © Spyder Project Contributors # Licensed under the terms of the MIT License # (see spyder/__init__.py for details) def is_float(dtype): """Return True if datatype dtype is a float kind""" return ('float' in dtype.name) or dtype.name in ['single', 'double'] def is_number(dtype): """Return True is datatype dtype is a number kind""" return is_float(dtype) or ('int' in dtype.name) or ('long' in dtype.name) \ or ('short' in dtype.name) def get_idx_rect(index_list): """Extract the boundaries from a list of indexes""" rows, cols = list(zip(*[(i.row(), i.column()) for i in index_list])) return ( min(rows), max(rows), min(cols), max(cols) ) #============================================================================== # Main classes #============================================================================== class ArrayModel(QAbstractTableModel): """Array Editor Table Model""" ROWS_TO_LOAD = 500 COLS_TO_LOAD = 40 ... [45 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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machine_learning
|
refactoring
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Pythoncode:Python
| 3
| 1
| 1,100
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n#\r\n# Copyright \u00a9 Spyder Project Contributors\r\n# Licensed under the terms of the MIT License\r\n# (see spyder/__init__.py for details)\r\n\r\ndef is_float(dtype):\r\n \"\"\"Return True if datatype dtype is a float kind\"\"\"\r\n return ('float' in dtype.name) or dtype.name in ['single', 'double']\r\n\r\n\r\ndef is_number(dtype):\r\n \"\"\"Return True is datatype dtype is a number kind\"\"\"\r\n return is_float(dtype) or ('int' in dtype.name) or ('long' in dtype.name) \\\r\n or ('short' in dtype.name)\r\n\r\n\r\ndef get_idx_rect(index_list):\r\n \"\"\"Extract the boundaries from a list of indexes\"\"\"\r\n rows, cols = list(zip(*[(i.row(), i.column()) for i in index_list]))\r\n return ( min(rows), max(rows), min(cols), max(cols) )\r\n\r\n\r\n#==============================================================================\r\n# Main classes\r\n#==============================================================================\r\nclass ArrayModel(QAbstractTableModel):\r\n \"\"\"Array Editor Table Model\"\"\"\r\n\r\n ROWS_TO_LOAD = 500\r\n COLS_TO_LOAD = 40\r\n\r\n\n ... [45 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
864d054eec7d0aab41c1311c42de1bf952355469
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import datetime import unittest import pytest from elasticsearch import NotFoundError class IdxMgmt(unittest.TestCase): def __init__(self, client, index): self._client = client self._index = index if index != '' and index != '*' else 'mockbeat' def needs_init(self, s): return s == '' or s == '*' def delete(self, indices=[], policies=[]): indices = list([x for x in indices if x != '']) if not indices: indices == [self._index] for i in indices: self.delete_index_and_alias(i) self.delete_template(template=i) for i in [x for x in policies if x != '']: self.delete_policy(i) def delete_index_and_alias(self, index=""): if self.needs_init(index): index = self._index try: self._client.transport.perform_request('DELETE', "/" + index + "*") except NotFoundError: pass def delete_template(self, template=""): if self.needs_init(template): template = self._index try: self._client.transport.perform_request('DELETE', "/_template/" + template + "*") except NotFoundError: pass def delete_policy(self, policy): # Delete any existing policy starting with given policy policies = self._client.transport.perform_request('GET', "/_ilm/policy") for p, _ in policies.items(): if not p.startswith(policy): continue try: self._client.transport.perform_request('DELETE', "/_ilm/policy/" + p) except NotFoundError: pass def assert_index_template_not_loaded(self, template): with pytest.raises(NotFoundError): self._client.transport.perform_request('GET', '/_template/' + template) def assert_index_template_loaded(self, template): resp = self._client.transport.perform_request('GET', '/_template/' + template) assert template in resp assert "lifecycle" not in resp[template + 1]["settings"]["index"] def assert_ilm_template_loaded(self, template, policy, alias): resp = self._client.transport.perform_request('GET', '/_template/' + template) assert resp[template]["settings"]["index"]["lifecycle"]["name"] == policy assert resp[template]["settings"]["index"]["lifecycle"]["rollover_alias"] == alias def assert_index_template_index_pattern(self, template, index_pattern): resp = self._client.transport.perform_request('GET', '/_template/' + template) assert template in resp assert resp[template]["index_patterns"] == index_pattern ... [7 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 62 Buggy code: assert "lifecycle" not in resp[template + 1]["settings"]["index"] Should be: assert "lifecycle" not in resp[template]["settings"]["index"] Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 10
| 1
| 2,742
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport datetime\nimport unittest\nimport pytest\nfrom elasticsearch import NotFoundError\n\n\nclass IdxMgmt(unittest.TestCase):\n\n def __init__(self, client, index):\n self._client = client\n self._index = index if index != '' and index != '*' else 'mockbeat'\n\n def needs_init(self, s):\n return s == '' or s == '*'\n\n def delete(self, indices=[], policies=[]):\n indices = list([x for x in indices if x != ''])\n if not indices:\n indices == [self._index]\n for i in indices:\n self.delete_index_and_alias(i)\n self.delete_template(template=i)\n for i in [x for x in policies if x != '']:\n self.delete_policy(i)\n\n def delete_index_and_alias(self, index=\"\"):\n if self.needs_init(index):\n index = self._index\n\n try:\n self._client.transport.perform_request('DELETE', \"/\" + index + \"*\")\n except NotFoundError:\n pass\n\n def delete_template(self, template=\"\"):\n if self.needs_init(template):\n template = self._index\n\n try:\n self._client.transport.perform_request('DELETE', \"/_template/\" + template + \"*\")\n except NotFoundError:\n pass\n\n def delete_policy(self, policy):\n # Delete any existing policy starting with given policy\n policies = self._client.transport.perform_request('GET', \"/_ilm/policy\")\n for p, _ in policies.items():\n if not p.startswith(policy):\n continue\n try:\n self._client.transport.perform_request('DELETE', \"/_ilm/policy/\" + p)\n except NotFoundError:\n pass\n\n def assert_index_template_not_loaded(self, template):\n with pytest.raises(NotFoundError):\n self._client.transport.perform_request('GET', '/_template/' + template)\n\n def assert_index_template_loaded(self, template):\n resp = self._client.transport.perform_request('GET', '/_template/' + template)\n assert template in resp\n assert \"lifecycle\" not in resp[template + 1][\"settings\"][\"index\"]\n\n def assert_ilm_template_loaded(self, template, policy, alias):\n resp = self._client.transport.perform_request('GET', '/_template/' + template)\n assert resp[template][\"settings\"][\"index\"][\"lifecycle\"][\"name\"] == policy\n assert resp[template][\"settings\"][\"index\"][\"lifecycle\"][\"rollover_alias\"] == alias\n\n def assert_index_template_index_pattern(self, template, index_pattern):\n resp = self._client.transport.perform_request('GET', '/_template/' + template)\n assert template in resp\n assert resp[template][\"index_patterns\"] == index_pattern\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 62\n\n Buggy code:\n assert \"lifecycle\" not in resp[template + 1][\"settings\"][\"index\"]\n\n Should be:\n assert \"lifecycle\" not in resp[template][\"settings\"][\"index\"]\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
|
864d134a9c98ae3913986fb31b160d825e4250a2
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class sdn_single_vm_multiple_policy_config(object): ... [1 more functiondefs truncated] ...
|
Classes: sdn_single_vm_multiple_policy_config This code demonstrates Pythoncode:Python programming.
|
beginner
|
oop
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 100
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass sdn_single_vm_multiple_policy_config(object):\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Classes: sdn_single_vm_multiple_policy_config\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
864d2029d6faf1f316dacf9ce08c2da5fefb2cbf
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class PolygonPlot(BaseXYPlot): """ Plots a polygon in dataspace. Assuming that the index and value mappers are linear mappers, and that "index" corresponds to X-coordinates and "value" corresponds to Y-coordinates, the points are arranged in a counter-clockwise fashion. The polygon is closed automatically, so there is no need to reproduce the first point as the last point. Nonlinear mappers are possible, but the results may be unexpected. Only the data-space points are mapped in a nonlinear fashion. Straight lines connecting them in a linear screen-space become curved in a nonlinear screen-space; however, the drawing still contains straight lines in screen-space. If you don't want the edge of the polygon to be drawn, set **edge_color** to transparent; don't try to do this by setting **edge_width** to 0. In some drawing systems, such as PostScript, a line width of 0 means to make the line as small as possible while still putting ink on the page. """ # The color of the line on the edge of the polygon. edge_color = black_color_trait # The thickness of the edge of the polygon. edge_width = Float(1.0) # The line dash style for the edge of the polygon. edge_style = LineStyle # The color of the face of the polygon. face_color = transparent_color_trait # Override the hittest_type trait inherited from BaseXYPlot hittest_type = Enum("poly", "point", "line") # The RGBA tuple for rendering edges. It is always a tuple of length 4. # It has the same RGB values as edge_color_, and its alpha value is the # alpha value of self.edge_color multiplied by self.alpha. effective_edge_color = Property(Tuple, depends_on=['edge_color', 'alpha']) # The RGBA tuple for rendering the face. It is always a tuple of length 4. # It has the same RGB values as face_color_, and its alpha value is the # alpha value of self.face_color multiplied by self.alpha. effective_face_color = Property(Tuple, depends_on=['face_color', 'alpha']) #---------------------------------------------------------------------- # Private 'BaseXYPlot' interface #---------------------------------------------------------------------- def _gather_points(self): """ Collects the data points that are within the bounds of the plot and caches them. """ if self._cache_valid: return index = self.index.get_data() value = self.value.get_data() if not self.index or not self.value: return if len(index) == 0 or len(value) == 0 or len(index) != len(value): self._cached_data_pts = [] self._cache_valid = True return points = np.transpose(np.array((index,value))) self._cached_data_pts = points self._cache_valid = True ... [6 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 1
| 2,963
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass PolygonPlot(BaseXYPlot):\n \"\"\" Plots a polygon in dataspace.\n\n Assuming that the index and value mappers are linear mappers, and that\n \"index\" corresponds to X-coordinates and \"value\" corresponds to\n Y-coordinates, the points are arranged in a counter-clockwise fashion.\n The polygon is closed automatically, so there is no need to reproduce\n the first point as the last point.\n\n Nonlinear mappers are possible, but the results may be unexpected. Only the\n data-space points are mapped in a nonlinear fashion. Straight lines\n connecting them in a linear screen-space become curved in a nonlinear\n screen-space; however, the drawing still contains straight lines in\n screen-space.\n\n If you don't want the edge of the polygon to be drawn, set **edge_color**\n to transparent; don't try to do this by setting **edge_width** to 0. In\n some drawing systems, such as PostScript, a line width of 0 means to make\n the line as small as possible while still putting ink on the page.\n \"\"\"\n\n # The color of the line on the edge of the polygon.\n edge_color = black_color_trait\n\n # The thickness of the edge of the polygon.\n edge_width = Float(1.0)\n\n # The line dash style for the edge of the polygon.\n edge_style = LineStyle\n\n # The color of the face of the polygon.\n face_color = transparent_color_trait\n\n # Override the hittest_type trait inherited from BaseXYPlot\n hittest_type = Enum(\"poly\", \"point\", \"line\")\n \n # The RGBA tuple for rendering edges. It is always a tuple of length 4.\n # It has the same RGB values as edge_color_, and its alpha value is the\n # alpha value of self.edge_color multiplied by self.alpha. \n effective_edge_color = Property(Tuple, depends_on=['edge_color', 'alpha'])\n \n # The RGBA tuple for rendering the face. It is always a tuple of length 4.\n # It has the same RGB values as face_color_, and its alpha value is the\n # alpha value of self.face_color multiplied by self.alpha. \n effective_face_color = Property(Tuple, depends_on=['face_color', 'alpha'])\n\n #----------------------------------------------------------------------\n # Private 'BaseXYPlot' interface\n #----------------------------------------------------------------------\n\n def _gather_points(self):\n \"\"\" Collects the data points that are within the bounds of the plot and\n caches them.\n \"\"\"\n if self._cache_valid:\n return\n\n index = self.index.get_data()\n value = self.value.get_data()\n\n if not self.index or not self.value:\n return\n\n if len(index) == 0 or len(value) == 0 or len(index) != len(value):\n self._cached_data_pts = []\n self._cache_valid = True\n return\n\n points = np.transpose(np.array((index,value)))\n self._cached_data_pts = points\n\n self._cache_valid = True\n\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
864d964c990a587e44dea52d446ea4e2f4b1a45e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os from datetime import timedelta basedir = os.path.abspath(os.path.dirname(__file__)) API_DATA_URL = "https://invest-public-api.tinkoff.ru/rest/tinkoff.public.invest.api.contract.v1.InstrumentsService/" API_LASTPRICES_URL = "https://invest-public-api.tinkoff.ru/rest/\ tinkoff.public.invest.api.contract.v1.MarketDataService/GetLastPrices" SQLALCHEMY_DATABASE_URI = 'sqlite:///' + os.path.join(basedir, '..', 'webapp.db') REMEMBER_COOKIE_DURATION = timedelta(days=1) SQLALCHEMY_TRACK_MODIFICATIONS = False SECRET_KEY = "" API_TOKEN = ""
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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api
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refactoring
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Pythoncode:Python
| 0
| 0
| 552
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nfrom datetime import timedelta\n\nbasedir = os.path.abspath(os.path.dirname(__file__))\n\nAPI_DATA_URL = \"https://invest-public-api.tinkoff.ru/rest/tinkoff.public.invest.api.contract.v1.InstrumentsService/\"\nAPI_LASTPRICES_URL = \"https://invest-public-api.tinkoff.ru/rest/\\\ntinkoff.public.invest.api.contract.v1.MarketDataService/GetLastPrices\"\n\nSQLALCHEMY_DATABASE_URI = 'sqlite:///' + os.path.join(basedir, '..', 'webapp.db')\n\nREMEMBER_COOKIE_DURATION = timedelta(days=1)\n\nSQLALCHEMY_TRACK_MODIFICATIONS = False\n\nSECRET_KEY = \"\"\n\nAPI_TOKEN = \"\""}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86502380f0447c4c5893fb4c09f732239b1cc11f
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def gene_families(alignments,gene_scores,unaligned_reads_count): """ Compute the gene families from the alignments """ logger.debug("Compute gene families") # Compute scores for each gene family for each bug set alignments.convert_alignments_to_gene_scores(gene_scores) # Process the gene id to names mappings gene_names=store.Names(config.gene_family_name_mapping_file) delimiter=config.output_file_column_delimiter category_delimiter=config.output_file_category_delimiter # Write the scores ordered with the top first column_name=config.file_basename+"_Abundance-RPKs" if config.remove_column_description_output: column_name=config.file_basename tsv_output=["# Gene Family"+delimiter+column_name] # Add the unaligned reads count tsv_output.append(config.unmapped_gene_name+delimiter+utilities.format_float_to_string(unaligned_reads_count)) # Print out the gene families with those with the highest scores first for gene in gene_scores.gene_list_sorted_by_score("all"): all_score=gene_scores.get_score("all",gene) if all_score>0: gene_name=gene_names.get_name(gene) # Print the computation of all bugs for gene family tsv_output.append(gene_name+delimiter+utilities.format_float_to_string(all_score)) # Process and print per bug if selected if not config.remove_stratified_output: # Print scores per bug for family ordered with those with the highest values first scores_by_bug=gene_scores.get_scores_for_gene_by_bug(gene) for bug in utilities.double_sort(scores_by_bug): if scores_by_bug[bug]>0: tsv_output.append(gene_name+category_delimiter+bug+delimiter +utilities.format_float_to_string(scores_by_bug[bug])) if config.output_format="biom": # Open a temp file if a conversion to biom is selected tmpfile=utilities.unnamed_temp_file() file_handle=open(tmpfile,'w') file_handle.write("\n".join(tsv_output)) file_handle.close() utilities.tsv_to_biom(tmpfile,config.genefamilies_file,"Gene") else: # Write output as tsv format file_handle = open(config.genefamilies_file, "w") file_handle.write("\n".join(tsv_output)) file_handle.close() return config.genefamilies_file
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Unterminated string literal at line 2 • SyntaxError: cannot assign to attribute here. Maybe you meant '==' instead of '='? at line 42 Fix: Change operator back to correct one
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intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 2,514
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef gene_families(alignments,gene_scores,unaligned_reads_count):\n \"\"\"\n Compute the gene families from the alignments\n \"\"\"\n \n logger.debug(\"Compute gene families\")\n \n # Compute scores for each gene family for each bug set\n alignments.convert_alignments_to_gene_scores(gene_scores)\n \n # Process the gene id to names mappings\n gene_names=store.Names(config.gene_family_name_mapping_file)\n \n delimiter=config.output_file_column_delimiter\n category_delimiter=config.output_file_category_delimiter \n\n # Write the scores ordered with the top first\n column_name=config.file_basename+\"_Abundance-RPKs\"\n if config.remove_column_description_output:\n column_name=config.file_basename\n tsv_output=[\"# Gene Family\"+delimiter+column_name]\n \n # Add the unaligned reads count\n tsv_output.append(config.unmapped_gene_name+delimiter+utilities.format_float_to_string(unaligned_reads_count)) \n\n # Print out the gene families with those with the highest scores first\n for gene in gene_scores.gene_list_sorted_by_score(\"all\"):\n all_score=gene_scores.get_score(\"all\",gene)\n if all_score>0:\n gene_name=gene_names.get_name(gene)\n # Print the computation of all bugs for gene family\n tsv_output.append(gene_name+delimiter+utilities.format_float_to_string(all_score))\n # Process and print per bug if selected\n if not config.remove_stratified_output:\n # Print scores per bug for family ordered with those with the highest values first\n scores_by_bug=gene_scores.get_scores_for_gene_by_bug(gene)\n for bug in utilities.double_sort(scores_by_bug):\n if scores_by_bug[bug]>0:\n tsv_output.append(gene_name+category_delimiter+bug+delimiter\n +utilities.format_float_to_string(scores_by_bug[bug])) \n \n if config.output_format=\"biom\":\n # Open a temp file if a conversion to biom is selected\n tmpfile=utilities.unnamed_temp_file()\n file_handle=open(tmpfile,'w')\n file_handle.write(\"\\n\".join(tsv_output))\n file_handle.close()\n \n utilities.tsv_to_biom(tmpfile,config.genefamilies_file,\"Gene\")\n \n else:\n # Write output as tsv format\n file_handle = open(config.genefamilies_file, \"w\")\n file_handle.write(\"\\n\".join(tsv_output))\n file_handle.close()\n\n return config.genefamilies_file"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Unterminated string literal at line 2\n \u2022 SyntaxError: cannot assign to attribute here. Maybe you meant '==' instead of '='? at line 42\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
8650d9e6c008eb69e8a60ee61bf0c6b0618f2c83
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import threading from multiprocessing import Queue results = [] results2 = [] def take_numbers(q): print('Enter the numbers:') for i in range(0,3): Error: IndentationError / Incomplete Function
|
Fixed Code: import threading from multiprocessing import Queue results = [] results2 = [] def take_numbers(q): print('Enter the numbers:') for i in range(0,3): num1 = int(input('Enter first number: ')) num2 = int(input('Enter second number: ')) q.put(num1) q.put(num2) Explanation: Complete the function 'take_numbers' body and add missing return
|
intermediate
|
data_processing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 160
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport threading\nfrom multiprocessing import Queue \n\nresults = []\nresults2 = []\n\ndef take_numbers(q):\n print('Enter the numbers:')\n for i in range(0,3):\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport threading\nfrom multiprocessing import Queue \n\nresults = []\nresults2 = []\n\ndef take_numbers(q):\n print('Enter the numbers:')\n for i in range(0,3):\n num1 = int(input('Enter first number: '))\n num2 = int(input('Enter second number: '))\n q.put(num1)\n q.put(num2)\n\n\n Explanation: Complete the function 'take_numbers' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
865144cd196eb39a73555fc643c117d083a615cc
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: ''' 一个机器人位于一个 m x n 网格的左上角 （起始点在下图中标记为“Start” ）。 机器人每次只能向下或者向右移动一步。机器人试图达到网格的右下角（在下图中标记为“Finish”）。 问总共有多少条不同的路径？ 例如，上图是一个7 x 3 的网格。有多少可能的路径？ 示例 1: 输入: m = 3, n = 2 输出: 3 解释: 从左上角开始，总共有 3 条路径可以到达右下角。 1. 向右 -> 向右 -> 向下 2. 向右 -> 向下 -> 向右 3. 向下 -> 向右 -> 向右 示例 2: 输入: m = 7, n = 3 输出: 28 来源：力扣（LeetCode） 链接：https://leetcode-cn.com/problems/unique-paths ''' class Solution: def uniquePaths(self, m: int, n: int) -> int: dp = [1] + [0] * n for i in range(m): for j in range(n): dp[j] = dp[j] + dp[j-1] ... code continues ...
|
Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: return dp[-2]
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 554
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n'''\n\u4e00\u4e2a\u673a\u5668\u4eba\u4f4d\u4e8e\u4e00\u4e2a m x n \u7f51\u683c\u7684\u5de6\u4e0a\u89d2 \uff08\u8d77\u59cb\u70b9\u5728\u4e0b\u56fe\u4e2d\u6807\u8bb0\u4e3a\u201cStart\u201d \uff09\u3002\n\n\u673a\u5668\u4eba\u6bcf\u6b21\u53ea\u80fd\u5411\u4e0b\u6216\u8005\u5411\u53f3\u79fb\u52a8\u4e00\u6b65\u3002\u673a\u5668\u4eba\u8bd5\u56fe\u8fbe\u5230\u7f51\u683c\u7684\u53f3\u4e0b\u89d2\uff08\u5728\u4e0b\u56fe\u4e2d\u6807\u8bb0\u4e3a\u201cFinish\u201d\uff09\u3002\n\n\u95ee\u603b\u5171\u6709\u591a\u5c11\u6761\u4e0d\u540c\u7684\u8def\u5f84\uff1f\n\n\n\n\u4f8b\u5982\uff0c\u4e0a\u56fe\u662f\u4e00\u4e2a7 x 3 \u7684\u7f51\u683c\u3002\u6709\u591a\u5c11\u53ef\u80fd\u7684\u8def\u5f84\uff1f\n\n\u00a0\n\n\u793a\u4f8b\u00a01:\n\n\u8f93\u5165: m = 3, n = 2\n\u8f93\u51fa: 3\n\u89e3\u91ca:\n\u4ece\u5de6\u4e0a\u89d2\u5f00\u59cb\uff0c\u603b\u5171\u6709 3 \u6761\u8def\u5f84\u53ef\u4ee5\u5230\u8fbe\u53f3\u4e0b\u89d2\u3002\n1. \u5411\u53f3 -> \u5411\u53f3 -> \u5411\u4e0b\n2. \u5411\u53f3 -> \u5411\u4e0b -> \u5411\u53f3\n3. \u5411\u4e0b -> \u5411\u53f3 -> \u5411\u53f3\n\u793a\u4f8b\u00a02:\n\n\u8f93\u5165: m = 7, n = 3\n\u8f93\u51fa: 28\n\n\u6765\u6e90\uff1a\u529b\u6263\uff08LeetCode\uff09\n\u94fe\u63a5\uff1ahttps://leetcode-cn.com/problems/unique-paths\n'''\nclass Solution:\n def uniquePaths(self, m: int, n: int) -> int:\n dp = [1] + [0] * n\n for i in range(m):\n for j in range(n):\n dp[j] = dp[j] + dp[j-1]\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 return dp[-2]"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
86517e62e82db5794921e6da0e41993351344585
|
TheStack--python--000.parquet
|
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