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Explain this Pythoncode:Python code: #!/usr/bin/env python2 from __future__ import print_function import atexit import logging import sys import ssg_test_suite.oscap import ssg_test_suite.virt from ssg_test_suite.rule import get_viable_profiles from ssg_test_suite.virt import SnapshotStack logging.getLogger(__name__).addHandler(logging.NullHandler()) def perform_profile_check(options): """Perform profile check. Iterate over profiles in datastream and perform scanning of unaltered VM using every profile according to input. Also perform remediation run. Return value not defined, textual output and generated reports is the result. """ dom = ssg_test_suite.virt.connect_domain(options.hypervisor, options.domain_name) if dom is None: sys.exit(1) snapshot_stack = SnapshotStack(dom) atexit.register(snapshot_stack.clear) snapshot_stack.create('origin') ssg_test_suite.virt.start_domain(dom) domain_ip = ssg_test_suite.virt.determine_ip(dom) has_worked = False profiles = get_viable_profiles(options.target, options.datastream, options.benchmark_id) if len(profiles) > 1: snapshot_stack.create('profile') for profile in profiles: logging.info("Evaluation of profile {0}.".format(profile)) has_worked = True runner = options.remediate_using ssg_test_suite.oscap.run_profile(domain_ip, profile, 'initial', options.datastream, options.benchmark_id, runner=runner) ssg_test_suite.oscap.run_profile(domain_ip, profile, 'remediation', options.datastream, options.benchmark_id, runner=runner) ssg_test_suite.oscap.run_profile(domain_ip, profile, 'final', options.datastream, options.benchmark_id, runner=runner) snapshot_stack.revert(delete=False) if not has_worked: logging.error("Nothing has been tested!") snapshot_stack.delete() # depending on number of profiles we have either "origin" snapshot # still to be reverted (multiple profiles) or we are reverted # completely (only one profile was run)
|
Functions: perform_profile_check This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 0
| 2,767
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python2\nfrom __future__ import print_function\n\nimport atexit\nimport logging\nimport sys\n\nimport ssg_test_suite.oscap\nimport ssg_test_suite.virt\nfrom ssg_test_suite.rule import get_viable_profiles\nfrom ssg_test_suite.virt import SnapshotStack\n\nlogging.getLogger(__name__).addHandler(logging.NullHandler())\n\n\ndef perform_profile_check(options):\n \"\"\"Perform profile check.\n\n Iterate over profiles in datastream and perform scanning of unaltered VM\n using every profile according to input. Also perform remediation run.\n\n Return value not defined, textual output and generated reports is the\n result.\n \"\"\"\n dom = ssg_test_suite.virt.connect_domain(options.hypervisor,\n options.domain_name)\n if dom is None:\n sys.exit(1)\n snapshot_stack = SnapshotStack(dom)\n atexit.register(snapshot_stack.clear)\n\n snapshot_stack.create('origin')\n ssg_test_suite.virt.start_domain(dom)\n domain_ip = ssg_test_suite.virt.determine_ip(dom)\n\n has_worked = False\n profiles = get_viable_profiles(options.target,\n options.datastream,\n options.benchmark_id)\n if len(profiles) > 1:\n snapshot_stack.create('profile')\n for profile in profiles:\n logging.info(\"Evaluation of profile {0}.\".format(profile))\n has_worked = True\n runner = options.remediate_using\n ssg_test_suite.oscap.run_profile(domain_ip,\n profile,\n 'initial',\n options.datastream,\n options.benchmark_id,\n runner=runner)\n ssg_test_suite.oscap.run_profile(domain_ip,\n profile,\n 'remediation',\n options.datastream,\n options.benchmark_id,\n runner=runner)\n ssg_test_suite.oscap.run_profile(domain_ip,\n profile,\n 'final',\n options.datastream,\n options.benchmark_id,\n runner=runner)\n snapshot_stack.revert(delete=False)\n if not has_worked:\n logging.error(\"Nothing has been tested!\")\n snapshot_stack.delete()\n # depending on number of profiles we have either \"origin\" snapshot\n # still to be reverted (multiple profiles) or we are reverted\n # completely (only one profile was run)"}, {"role": "assistant", "content": " Functions: perform_profile_check\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d4ea75a1746392a1bad32c927e9dd06c16722c29
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import decimal import operator import warnings from wtforms import fields, widgets class ReferencePropertyField(fields.SelectFieldBase): """ A field for ``db.ReferenceProperty``. The list items are rendered in a select. :param reference_class: A db.Model class which will be used to generate the default query to make the list of items. If this is not specified, The `query` property must be overridden before validation. :param get_label: If a string, use this attribute on the model class as the label associated with each option. If a one-argument callable, this callable will be passed model instance and expected to return the label text. Otherwise, the model object's `__str__` or `__unicode__` will be used. :param allow_blank: If set to true, a blank choice will be added to the top of the list to allow `None` to be chosen. :param blank_text: Use this to override the default blank option's label. """ widget = widgets.Select() def __init__(self, label=None, validators=None, reference_class=None, label_attr=None, get_label=None, allow_blank=False, blank_text=u'', **kwargs): super(ReferencePropertyField, self).__init__(label, validators, **kwargs) if label_attr is not None: warnings.warn('label_attr= will be removed in WTForms 1.1, use get_label= instead.', DeprecationWarning) self.get_label = operator.attrgetter(label_attr) elif get_label is None: self.get_label = lambda x: x elif isinstance(get_label, basestring): self.get_label = operator.attrgetter(get_label) else: self.get_label = get_label self.allow_blank = allow_blank
|
self.blank_text = blank_text self._set_data(None) if reference_class is not None: self.query = reference_class.all() def _get_data(self): if self._formdata is not None: for obj in self.query: if str(obj.key()) == self._formdata: self._set_data(obj) break return self._data def _set_data(self, data): self._data = data self._formdata = None data = property(_get_data, _set_data) def iter_choices(self): if self.allow_blank: yield (u'__None', self.blank_text, self.data is None) for obj in self.query: key = str(obj.key()) label = self.get_label(obj) yield (key, label, self.data and ( self.data.key( ) == obj.key() ) ) ... [7 more functiondefs truncated] ...
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 4
| 1
| 2,753
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport decimal\nimport operator\nimport warnings\n\nfrom wtforms import fields, widgets\n\nclass ReferencePropertyField(fields.SelectFieldBase):\n \"\"\"\n A field for ``db.ReferenceProperty``. The list items are rendered in a\n select.\n\n :param reference_class:\n A db.Model class which will be used to generate the default query\n to make the list of items. If this is not specified, The `query`\n property must be overridden before validation.\n :param get_label:\n If a string, use this attribute on the model class as the label\n associated with each option. If a one-argument callable, this callable\n will be passed model instance and expected to return the label text.\n Otherwise, the model object's `__str__` or `__unicode__` will be used.\n :param allow_blank:\n If set to true, a blank choice will be added to the top of the list\n to allow `None` to be chosen.\n :param blank_text:\n Use this to override the default blank option's label.\n \"\"\"\n widget = widgets.Select()\n\n def __init__(self, label=None, validators=None, reference_class=None,\n label_attr=None, get_label=None, allow_blank=False,\n blank_text=u'', **kwargs):\n super(ReferencePropertyField, self).__init__(label, validators,\n **kwargs)\n if label_attr is not None:\n warnings.warn('label_attr= will be removed in WTForms 1.1, use get_label= instead.', DeprecationWarning)\n self.get_label = operator.attrgetter(label_attr)\n elif get_label is None:\n self.get_label = lambda x: x\n elif isinstance(get_label, basestring):\n self.get_label = operator.attrgetter(get_label)\n else:\n self.get_label = get_label\n\n self.allow_blank = allow_blank"}, {"role": "assistant", "content": "\n self.blank_text = blank_text\n self._set_data(None)\n if reference_class is not None:\n self.query = reference_class.all()\n\n def _get_data(self):\n if self._formdata is not None:\n for obj in self.query:\n if str(obj.key()) == self._formdata:\n self._set_data(obj)\n break\n return self._data\n\n def _set_data(self, data):\n self._data = data\n self._formdata = None\n\n data = property(_get_data, _set_data)\n\n def iter_choices(self):\n if self.allow_blank:\n yield (u'__None', self.blank_text, self.data is None)\n\n for obj in self.query:\n key = str(obj.key())\n label = self.get_label(obj)\n yield (key, label, self.data and ( self.data.key( ) == obj.key() ) )\n\n\n ... [7 more functiondefs truncated] ..."}]
| false
| null | null | null |
d4eb283ef9b63b6cf71ae47aefac07d2d47fad48
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import mtrain import numpy as np import pandas as pd import random ..
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 7: .. Fix: Complete the truncated code structure
|
beginner
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 78
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport mtrain\nimport numpy as np\nimport pandas as pd\nimport random\n\n\n .."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 7: ..\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4eb7fe555f324704c58058f0e711c3b4fd6b7fe
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: __all__ = ("DottedMarkupLanguageException", "DecodeError") class DottedMarkupLanguageException(Exception): """Base class for all exceptions in this module.""" pass class DecodeError(DottedMarkupLanguageException): """Raised when there is an error decoding a string.""" pass
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 11
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 2
| 294
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n__all__ = (\"DottedMarkupLanguageException\", \"DecodeError\")\n\n\nclass DottedMarkupLanguageException(Exception):\n \"\"\"Base class for all exceptions in this module.\"\"\"\n pass\n\n\nclass DecodeError(DottedMarkupLanguageException):\n \"\"\"Raised when there is an error decoding a string.\"\"\"\n pass"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 11"}]
| false
| null | null | null |
d4ec0fc927b4e34cca6fab5d967b009070fe2201
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: ############################################################################## # # Below code is inspired on # https://github.com/facebookresearch/detectron2/blob/master/detectron2/data/datasets/pascal_voc.py # -------------------------------------------------------- # Detectron2 # Licensed under the Apache 2.0 license. # -------------------------------------------------------- from fvcore.common.file_io import PathManager import os import numpy as np import xml.etree.ElementTree as ET from detectron2.structures import BoxMode from detectron2.data import DatasetCatalog, MetadataCatalog def load_voc_instances(dirname: str, split: str): """ Load licenseplates VOC detection annotations to Detectron2 format. Args: dirname: Contain "annotations", "images" split (str): one of "train", "test" """ with PathManager.open(os.path.join(dirname, split + ".txt")) as f: fileids = np.loadtxt(f, dtype=np.str) dicts = [] for fileid in fileids: anno_file = os.path.join(dirname, "annotations", fileid + ".xml") jpeg_file = os.path.join(dirname, "images", fileid + ".jpg")
|
tree = ET.parse(anno_file) r = { "file_name": jpeg_file, "image_id": fileid, "height": int(tree.findall("./size/height")[0].text), "width": int(tree.findall("./size/width")[0].text), } instances = [] for obj in tree.findall("object"): cls = obj.find("name").text bbox = obj.find("bndbox") bbox = [float(bbox.find(x).text) for x in ["xmin", "ymin", "xmax", "ymax"]] instances.append( {"category_id": CLASS_NAMES.index(cls), "bbox": bbox, "bbox_mode": BoxMode.XYXY_ABS} ) r["annotations"] = instances dicts.append(r) return dicts ... [1 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,905
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n##############################################################################\n#\n# Below code is inspired on\n# https://github.com/facebookresearch/detectron2/blob/master/detectron2/data/datasets/pascal_voc.py\n# --------------------------------------------------------\n# Detectron2\n# Licensed under the Apache 2.0 license.\n# --------------------------------------------------------\n\nfrom fvcore.common.file_io import PathManager\nimport os\nimport numpy as np\nimport xml.etree.ElementTree as ET\n\nfrom detectron2.structures import BoxMode\nfrom detectron2.data import DatasetCatalog, MetadataCatalog\n\n\ndef load_voc_instances(dirname: str, split: str):\n \"\"\"\n Load licenseplates VOC detection annotations to Detectron2 format.\n\n Args:\n dirname: Contain \"annotations\", \"images\"\n split (str): one of \"train\", \"test\"\n \"\"\"\n with PathManager.open(os.path.join(dirname, split + \".txt\")) as f:\n fileids = np.loadtxt(f, dtype=np.str)\n\n dicts = []\n for fileid in fileids:\n anno_file = os.path.join(dirname, \"annotations\", fileid + \".xml\")\n jpeg_file = os.path.join(dirname, \"images\", fileid + \".jpg\")"}, {"role": "assistant", "content": "\n tree = ET.parse(anno_file)\n\n r = {\n \"file_name\": jpeg_file,\n \"image_id\": fileid,\n \"height\": int(tree.findall(\"./size/height\")[0].text),\n \"width\": int(tree.findall(\"./size/width\")[0].text),\n }\n instances = []\n\n for obj in tree.findall(\"object\"):\n cls = obj.find(\"name\").text\n bbox = obj.find(\"bndbox\")\n bbox = [float(bbox.find(x).text) for x in [\"xmin\", \"ymin\", \"xmax\", \"ymax\"]]\n instances.append(\n {\"category_id\": CLASS_NAMES.index(cls), \"bbox\": bbox, \"bbox_mode\": BoxMode.XYXY_ABS}\n )\n r[\"annotations\"] = instances\n dicts.append(r)\n return dicts\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
d4ec2af4e9b7cc307999482d71c793953e387022
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import glob import time import random filelist = glob.glob('/mnt/lustre/chenyuntao1/datasets/imagenet/train/*/*') random.shuffle(filelist) begin = time.time() for i, f in enumerate(filelist): if i == 10000: break with open(f, "rb") as fin: result = fin.read() end = time.time( print("%.1f images/s" % (10000 / (end - begin)))
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 15 - expected ')' • SyntaxError: '(' was never closed at line 15 Fix: Add missing ')' bracket at line 15
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 353
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport glob\nimport time\nimport random\n\n\nfilelist = glob.glob('/mnt/lustre/chenyuntao1/datasets/imagenet/train/*/*')\nrandom.shuffle(filelist)\n\nbegin = time.time()\nfor i, f in enumerate(filelist):\n if i == 10000:\n break\n with open(f, \"rb\") as fin:\n result = fin.read()\nend = time.time(\n\nprint(\"%.1f images/s\" % (10000 / (end - begin)))"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unclosed '(' at line 15 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 15\n\n Fix: Add missing ')' bracket at line 15"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d4ece3f334aeba88cd76ec065663f9e04ac41d64
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright (C) 2015-2019 Tormod Landet # SPDX-License-Identifier: Apache-2.0 import dolfin from . import register_boundary_condition, BoundaryConditionCreator from ocellaris.utils import ( class OcellarisDirichletBC(dolfin.DirichletBC: def __init__( self, simulation, V, value, subdomain_marker, subdomain_id, updater=None ): """ A simple storage class for Dirichlet boundary conditions """ super().__init__( V, value, subdomain_marker, subdomain_id, method='geometric' ) self.simulation = simulation self._value = value self.subdomain_marker = subdomain_marker self.subdomain_id = subdomain_id self._updater = updater def func(self): """ The boundary value derivative function """ return self._value def ds(self): """ Returns the ds measure of the subdomain """ return self.simulation.data['ds'](self.subdomain_id) def copy_and_change_function_space(self, V): """ Return a copy with a new function space. Used when converting from BCs for a segregated solver (default) to BCs for a coupled solver """ return OcellarisDirichletBC( self.simulation, V, self._value, self.subdomain_marker, self.subdomain_id ) def update(self): """ Update the time and other parameters used in the BC. This is used every timestep and for all RK substeps """ if self._updater: self._updater( self.simulation.timestep, self.simulation.time, self.simulation.dt ) def __repr__(self): return '<OcellarisDirichletBC on subdomain %d>' % self.subdomain_id @register_boundary_condition('ConstantValue') class ConstantDirichletBoundary(BoundaryConditionCreator): description = 'A prescribed constant value Dirichlet condition' def __init__(self, simulation, var_name, inp_dict, subdomains, subdomain_id): """ Dirichlet condition with constant value """ self.simulation = simulation if var_name[-1].isdigit(): # A var_name like "u0" was given. Look up "Vu" self.func_space = simulation.data['V%s' % var_name[:-1]] else: # A var_name like "u" was given. Look up "Vu" self.func_space = simulation.data['V%s' % var_name] value = inp_dict.get_value('value', required_type='any') if isinstance(value, list): assert len(value) == simulation.ndim for d in range(simulation.ndim): name = '%s%d' % (var_name, d) self.register_dirichlet_condition( name, value[d], subdomains, subdomain_id ) else: self.register_dirichlet_condition(var_name, value, subdomains, subdomain_id) ... [13 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • Unclosed '(' at line 6 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 11 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 7
| 2
| 2,965
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright (C) 2015-2019 Tormod Landet\n# SPDX-License-Identifier: Apache-2.0\n\nimport dolfin\nfrom . import register_boundary_condition, BoundaryConditionCreator\nfrom ocellaris.utils import (\nclass OcellarisDirichletBC(dolfin.DirichletBC:\n def __init__(\n self, simulation, V, value, subdomain_marker, subdomain_id, updater=None\n ):\n \"\"\"\n A simple storage class for Dirichlet boundary conditions\n \"\"\"\n super().__init__(\n V, value, subdomain_marker, subdomain_id, method='geometric'\n )\n self.simulation = simulation\n self._value = value\n self.subdomain_marker = subdomain_marker\n self.subdomain_id = subdomain_id\n self._updater = updater\n\n def func(self):\n \"\"\"\n The boundary value derivative function\n \"\"\"\n return self._value\n\n def ds(self):\n \"\"\"\n Returns the ds measure of the subdomain\n \"\"\"\n return self.simulation.data['ds'](self.subdomain_id)\n\n def copy_and_change_function_space(self, V):\n \"\"\"\n Return a copy with a new function space. Used when converting from\n BCs for a segregated solver (default) to BCs for a coupled solver\n \"\"\"\n return OcellarisDirichletBC(\n self.simulation, V, self._value, self.subdomain_marker, self.subdomain_id\n )\n\n def update(self):\n \"\"\"\n Update the time and other parameters used in the BC.\n This is used every timestep and for all RK substeps\n \"\"\"\n if self._updater:\n self._updater(\n self.simulation.timestep, self.simulation.time, self.simulation.dt\n )\n\n def __repr__(self):\n return '<OcellarisDirichletBC on subdomain %d>' % self.subdomain_id\n\n\n@register_boundary_condition('ConstantValue')\nclass ConstantDirichletBoundary(BoundaryConditionCreator):\n description = 'A prescribed constant value Dirichlet condition'\n\n def __init__(self, simulation, var_name, inp_dict, subdomains, subdomain_id):\n \"\"\"\n Dirichlet condition with constant value\n \"\"\"\n self.simulation = simulation\n if var_name[-1].isdigit():\n # A var_name like \"u0\" was given. Look up \"Vu\"\n self.func_space = simulation.data['V%s' % var_name[:-1]]\n else:\n # A var_name like \"u\" was given. Look up \"Vu\"\n self.func_space = simulation.data['V%s' % var_name]\n\n value = inp_dict.get_value('value', required_type='any')\n if isinstance(value, list):\n assert len(value) == simulation.ndim\n for d in range(simulation.ndim):\n name = '%s%d' % (var_name, d)\n self.register_dirichlet_condition(\n name, value[d], subdomains, subdomain_id\n )\n else:\n self.register_dirichlet_condition(var_name, value, subdomains, subdomain_id)\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 11\n \u2022 Unclosed '(' at line 6 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 11\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d4eced841f40608be5ce0f25f32b14e3f8c5be34
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import unittest from count_split_inversions import count_inversions class TestCountSplitInversions(unittest.TestCase): def test_count_inversions(self): input = [1, 3, 5, 2, 4, 6] result = count_inversions(input) self.assertEqual(result, 3) if __name__ == '__main__': unittest.main()
|
Syntax Analysis: Syntax Errors Found: • Block at line 5 has no indented body Fixes: • Add docstring to class 'TestCountSplitInversions'
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 319
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport unittest\nfrom count_split_inversions import count_inversions\n\n\nclass TestCountSplitInversions(unittest.TestCase):\n\n def test_count_inversions(self):\n input = [1, 3, 5, 2, 4, 6]\n result = count_inversions(input)\n self.assertEqual(result, 3)\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 5 has no indented body\n\n Fixes:\n \u2022 Add docstring to class 'TestCountSplitInversions'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d4ed66dc63c65bd461e9e3340f0322d30f2b6c89
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # # Copyright 2016 The BigDL Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import pytest import tempfile import os from unittest import TestCase import numpy as np import tensorflow as tf def create_data(tf_data=False, batch_size=32): train_num_samples = 1000 test_num_samples = 400 input_feature_num = 10 output_feature_num = 2 past_seq_len = 10 future_seq_len = 2 def get_x_y(num_sample): x = np.random.randn(num_sample, past_seq_len, input_feature_num) y = np.random.randn(num_sample, future_seq_len, output_feature_num) return x, y train_data = get_x_y(train_num_samples) test_data = get_x_y(test_num_samples) # Complete this line from_tensor_slices = tf.data.Dataset.from_tensor_slices train_data = from_tensor_slices(train_data).cache()\ .shuffle(train_num_samples)\ .batch(batch_size)\ .prefetch(tf.data.AUTOTUNE) test_data = from_tensor_slices(test_data).cache()\ .batch(batch_size)\ .prefetch(tf.data.AUTOTUNE) return train_data, test_data @pytest.mark.skipif(tf.__version__ < '2.0.0', reason="Run only when tf > 2.0.0.") class TestSeq2SeqForecaster(TestCase): def setUp(self): from bigdl.chronos.forecaster.tf.seq2seq_forecaster import Seq2SeqForecaster self.forecaster = Seq2SeqForecaster(past_seq_len=10, future_seq_len=2, input_feature_num=10, output_feature_num=2) def tearDown(self): pass def test_seq2seq_fit_predict_evaluate(self): train_data, test_data = create_data() self.forecaster.fit(train_data, epochs=2, batch_size=32) yhat = self.forecaster.predict(test_data[0]) assert yhat.shape == (400, 2, 2) mse = self.forecaster.evaluate(test_data, multioutput="raw_values") assert mse[0].shape == test_data[-1].shape[1:] ... [2 more functiondefs truncated] ...
|
The missing line is: if tf_data:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 1
| 2,825
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#\n# Copyright 2016 The BigDL Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\nimport pytest\nimport tempfile\nimport os\n\nfrom unittest import TestCase\nimport numpy as np\nimport tensorflow as tf\n\n\ndef create_data(tf_data=False, batch_size=32):\n train_num_samples = 1000\n test_num_samples = 400\n input_feature_num = 10\n output_feature_num = 2\n past_seq_len = 10\n future_seq_len = 2\n \n def get_x_y(num_sample):\n x = np.random.randn(num_sample, past_seq_len, input_feature_num)\n y = np.random.randn(num_sample, future_seq_len, output_feature_num)\n return x, y\n\n train_data = get_x_y(train_num_samples)\n test_data = get_x_y(test_num_samples)\n\n # Complete this line\n from_tensor_slices = tf.data.Dataset.from_tensor_slices\n train_data = from_tensor_slices(train_data).cache()\\\n .shuffle(train_num_samples)\\\n .batch(batch_size)\\\n .prefetch(tf.data.AUTOTUNE)\n test_data = from_tensor_slices(test_data).cache()\\\n .batch(batch_size)\\\n .prefetch(tf.data.AUTOTUNE)\n return train_data, test_data\n\n\n@pytest.mark.skipif(tf.__version__ < '2.0.0', reason=\"Run only when tf > 2.0.0.\")\nclass TestSeq2SeqForecaster(TestCase):\n \n def setUp(self):\n from bigdl.chronos.forecaster.tf.seq2seq_forecaster import Seq2SeqForecaster\n self.forecaster = Seq2SeqForecaster(past_seq_len=10,\n future_seq_len=2,\n input_feature_num=10,\n output_feature_num=2)\n\n def tearDown(self):\n pass\n\n def test_seq2seq_fit_predict_evaluate(self):\n train_data, test_data = create_data()\n self.forecaster.fit(train_data,\n epochs=2,\n batch_size=32)\n yhat = self.forecaster.predict(test_data[0])\n assert yhat.shape == (400, 2, 2)\n mse = self.forecaster.evaluate(test_data, multioutput=\"raw_values\")\n assert mse[0].shape == test_data[-1].shape[1:]\n \n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if tf_data:"}]
| false
| null | null | null |
d4ee6e97a2bc58c8bc3ccf8cb1ebf6364e70cd9d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import time import krpc conn = krpc.connect(name='Sub-orbital flight') vessel = conn.space_center.active_vessel vessel.auto_pilot.target_pitch_and_heading(90, 90) vessel.auto_pilot.engage() vessel.control.throttle = 1 time.sleep(1) print('Launch!') vessel.control.activate_next_stage() fuel_amount = conn.get_call(vessel.resources.amount, 'SolidFuel') expr = conn.krpc.Expression.less_than( conn.krpc.Expression.call(fuel_amount), conn.krpc.Expression.constant_float(0.1)) event = conn.krpc.add_event(expr) with event.condition: event.wait() print('Booster separation') vessel.control.activate_next_stage() mean_altitude = conn.get_call(getattr, vessel.flight(), 'mean_altitude') expr = conn.krpc.Expression.greater_than( conn.krpc.Expression.call(mean_altitude), conn.krpc.Expression.constant_double(10000)) event = conn.krpc.add_event(expr) with event.condition: event.wait() print('Gravity turn') vessel.auto_pilot.target_pitch_and_heading(60, 90) apoapsis_altitude = conn.get_call(getattr, vessel.orbit, 'apoapsis_altitude') expr = conn.krpc.Expression.greater_than( conn.krpc.Expression.call(apoapsis_altitude), conn.krpc.Expression.constant_double(100000)) event = conn.krpc.add_event(expr) with event.condition: event.wait() print('Launch stage separation') vessel.control.throttle = 0 time.sleep(1) vessel.control.activate_next_stage() vessel.auto_pilot.disengage( srf_altitude = conn.get_call(getattr, vessel.flight(), 'surface_altitude') expr = conn.krpc.Expression.less_than( conn.krpc.Expression.call(srf_altitude), conn.krpc.Expression.constant_double(1000)) event = conn.krpc.add_event(expr) with event.condition: event.wait() vessel.control.activate_next_stage() while vessel.flight(vessel.orbit.body.reference_frame).vertical_speed < -0.1: print('Altitude = %.1f meters' % vessel.flight().surface_altitude) time.sleep(1) print('Landed!')
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 48 - expected ')' • SyntaxError: '(' was never closed at line 48 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,921
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport time\nimport krpc\nconn = krpc.connect(name='Sub-orbital flight')\n\nvessel = conn.space_center.active_vessel\n\nvessel.auto_pilot.target_pitch_and_heading(90, 90)\nvessel.auto_pilot.engage()\nvessel.control.throttle = 1\ntime.sleep(1)\n\nprint('Launch!')\nvessel.control.activate_next_stage()\n\nfuel_amount = conn.get_call(vessel.resources.amount, 'SolidFuel')\nexpr = conn.krpc.Expression.less_than(\n conn.krpc.Expression.call(fuel_amount),\n conn.krpc.Expression.constant_float(0.1))\nevent = conn.krpc.add_event(expr)\nwith event.condition:\n event.wait()\nprint('Booster separation')\nvessel.control.activate_next_stage()\n\nmean_altitude = conn.get_call(getattr, vessel.flight(), 'mean_altitude')\nexpr = conn.krpc.Expression.greater_than(\n conn.krpc.Expression.call(mean_altitude),\n conn.krpc.Expression.constant_double(10000))\nevent = conn.krpc.add_event(expr)\nwith event.condition:\n event.wait()\n\nprint('Gravity turn')\nvessel.auto_pilot.target_pitch_and_heading(60, 90)\n\napoapsis_altitude = conn.get_call(getattr, vessel.orbit, 'apoapsis_altitude')\nexpr = conn.krpc.Expression.greater_than(\n conn.krpc.Expression.call(apoapsis_altitude),\n conn.krpc.Expression.constant_double(100000))\nevent = conn.krpc.add_event(expr)\nwith event.condition:\n event.wait()\n\nprint('Launch stage separation')\nvessel.control.throttle = 0\ntime.sleep(1)\nvessel.control.activate_next_stage()\nvessel.auto_pilot.disengage(\n\nsrf_altitude = conn.get_call(getattr, vessel.flight(), 'surface_altitude')\nexpr = conn.krpc.Expression.less_than(\n conn.krpc.Expression.call(srf_altitude),\n conn.krpc.Expression.constant_double(1000))\nevent = conn.krpc.add_event(expr)\nwith event.condition:\n event.wait()\n\nvessel.control.activate_next_stage()\n\nwhile vessel.flight(vessel.orbit.body.reference_frame).vertical_speed < -0.1:\n print('Altitude = %.1f meters' % vessel.flight().surface_altitude)\n time.sleep(1)\nprint('Landed!')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 48 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 48\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d4eeb6ee82889a7b906d047189dd7b8bb9659a33
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 import numpy as np def get_rows(a): def get_columns(a): return list(a.T) def main(): np.random.seed(0) a=np.random.randint(0,10, (4,4)) print("a:", a) print("Rows:", get_rows(a)) print("Columns:", get_columns(a)) if __name__ == "__main__": main()
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Block at line 5 has no indented body • IndentationError at line 6 Fix: Add return statement to function
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 302
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport numpy as np\n\ndef get_rows(a):\ndef get_columns(a):\n return list(a.T)\n\ndef main():\n np.random.seed(0)\n a=np.random.randint(0,10, (4,4))\n print(\"a:\", a)\n print(\"Rows:\", get_rows(a))\n print(\"Columns:\", get_columns(a))\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Block at line 5 has no indented body\n \u2022 IndentationError at line 6\n\n Fix: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
d4ef39805175a5dc26b4a7a21bf430a89fe73653
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from distutils.version import LooseVersion from itertools import product import numpy as np import pandas as pd from ..model.event import Event from ..model.event import EventTeam from ..model.submission import Submission from ..model.team import Team from .team import get_event_team_by_name from .submission import get_bagged_scores from .submission import get_scores from .submission import get_submission_max_ram from .submission import get_time ... [6 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 20: ... [6 more functiondefs truncated] ... ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 0
| 502
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom distutils.version import LooseVersion\nfrom itertools import product\n\nimport numpy as np\nimport pandas as pd\n\nfrom ..model.event import Event\nfrom ..model.event import EventTeam\nfrom ..model.submission import Submission\nfrom ..model.team import Team\n\nfrom .team import get_event_team_by_name\n\nfrom .submission import get_bagged_scores\nfrom .submission import get_scores\nfrom .submission import get_submission_max_ram\nfrom .submission import get_time\n\n\n ... [6 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 20: ... [6 more functiondefs truncated] ...\n\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d4efd4c2ab810bf4c725de159e2f410b24aea731
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #Automate the Boring Stuff with Python import time, sys indent = 0 # How many spaces to indent indent_Increasing = True # Whether the indentation is increasing or not try: while True: # The main program loop print(' ' * indent, end='') print('********') time.sleep(0.1) # Pause for 1/10th of a second if indent_Increasing: indent = indent + 1 if indent == 20: indent_Increasing = False else: indent = indent - 1 if indent == 0: indent_Increasing = True except KeyboardInterrupt(): sys.exit()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 623
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#Automate the Boring Stuff with Python\n\nimport time, sys\nindent = 0 # How many spaces to indent\nindent_Increasing = True # Whether the indentation is increasing or not\n\ntry:\n while True: # The main program loop\n print(' ' * indent, end='')\n print('********')\n time.sleep(0.1) # Pause for 1/10th of a second\n\n if indent_Increasing:\n indent = indent + 1\n if indent == 20:\n indent_Increasing = False\n\n else:\n indent = indent - 1\n if indent == 0:\n indent_Increasing = True\nexcept KeyboardInterrupt():\n sys.exit()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d4f07209eebdfab152cf385342225e58c7210495
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import getpass import sys import json from reflowrestclient.utils import * host = raw_input('Host: ') username = raw_input('Username: ') password = getpass.getpass('Password: ') token = get_token(host, username, password) if token: print "Authentication successful" print '=' * 40 else: print "No token for you!!!" sys.exit() def start(): # Projects project_list = get_projects(host, token) for i, result in enumerate(project_list['data']): print i, ':', result['project_name'] project_choice = raw_input('Choose Project:') project = project_list['data'][int(project_choice)] # Subjects subject_list = get_subjects(host, token, project_pk=project['id']) for i, result in enumerate(subject_list['data']): print i, ':', result['subject_id'] subject_choice = raw_input('Choose Subject (leave blank for all subjects): ') subject = None if subject_choice: subject = subject_list['data'][int(subject_choice)] # Sites site_list = get_sites(host, token, project_pk=project['id']) ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: if not site_list: sys.exit('There are no sites') for i, result in enumerate(site_list['data']): print i, ':', result['site_name']
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,075
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport getpass\nimport sys\nimport json\nfrom reflowrestclient.utils import *\n\nhost = raw_input('Host: ')\nusername = raw_input('Username: ')\npassword = getpass.getpass('Password: ')\n\ntoken = get_token(host, username, password)\n\nif token:\n print \"Authentication successful\"\n print '=' * 40\nelse:\n print \"No token for you!!!\"\n sys.exit()\n\n\ndef start():\n # Projects\n project_list = get_projects(host, token)\n\n for i, result in enumerate(project_list['data']):\n print i, ':', result['project_name']\n\n project_choice = raw_input('Choose Project:')\n project = project_list['data'][int(project_choice)]\n\n # Subjects\n subject_list = get_subjects(host, token, project_pk=project['id'])\n\n for i, result in enumerate(subject_list['data']):\n print i, ':', result['subject_id']\n\n subject_choice = raw_input('Choose Subject (leave blank for all subjects): ')\n subject = None\n if subject_choice:\n subject = subject_list['data'][int(subject_choice)]\n\n # Sites\n site_list = get_sites(host, token, project_pk=project['id'])\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 if not site_list:\n sys.exit('There are no sites')\n\n for i, result in enumerate(site_list['data']):\n print i, ':', result['site_name']"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4f0759288304875f2de20fc2b91d86d509cb718
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from django.conf import settings from django.conf.urls import url, static from . import views from . import jobs Error: SyntaxError / EOF
|
Fixed Code: from django.conf import settings from django.conf.urls import url, static from . import views from . import jobs urlpatterns = [ url(r'^choose_company/(?P<company_id>.*)/$', views.choose_company, name='choose_company'), url(r'^cleanlogs/$', jobs.cleanlogs, name='cleanlogs'), url(r'^primecache/$', jobs.primecache, name='primecache'), Explanation: Complete the truncated code structure
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 114
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.conf import settings\nfrom django.conf.urls import url, static\n\nfrom . import views\nfrom . import jobs\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.conf import settings\nfrom django.conf.urls import url, static\n\nfrom . import views\nfrom . import jobs\n\n\nurlpatterns = [\n url(r'^choose_company/(?P<company_id>.*)/$', views.choose_company, name='choose_company'), \n url(r'^cleanlogs/$', jobs.cleanlogs, name='cleanlogs'),\n url(r'^primecache/$', jobs.primecache, name='primecache'),\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4f12c3a663d3edb5021b78314c1afd940fc7b1a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import setuptools with open("README.md", "r") as fh: long_description = fh.read() setuptools.setup( name="i3-workspace-swap", description='A python utility swap the content of two workplaces in i3wm', long_description=long_description, long_description_content_type="text/markdown", version="1.1.0", url='https://github.com/einzigartigername/i3-workspace-swap', # Complete this line author='Nelson Gillo', author_email='nelson.gillo@gmx.de', packages=setuptools.find_packages(), scripts=['i3-workspace-swap'], install_requires=['i3ipc'], classifiers=[ "Intended Audience :: End Users/Desktop", "License :: OSI Approved :: MIT License", "Operating System :: POSIX :: Linux", 'Programming Language :: Python :: 3' ], python_requires='>=3.6', )
|
The missing line is: license='MIT',
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 838
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport setuptools\n\nwith open(\"README.md\", \"r\") as fh:\n long_description = fh.read()\n\nsetuptools.setup(\n name=\"i3-workspace-swap\",\n description='A python utility swap the content of two workplaces in i3wm',\n long_description=long_description,\n long_description_content_type=\"text/markdown\",\n\n version=\"1.1.0\",\n url='https://github.com/einzigartigername/i3-workspace-swap',\n # Complete this line\n\n author='Nelson Gillo',\n author_email='nelson.gillo@gmx.de',\n\n packages=setuptools.find_packages(),\n\n scripts=['i3-workspace-swap'],\n install_requires=['i3ipc'],\n classifiers=[\n \"Intended Audience :: End Users/Desktop\",\n \"License :: OSI Approved :: MIT License\",\n \"Operating System :: POSIX :: Linux\",\n 'Programming Language :: Python :: 3'\n ],\n python_requires='>=3.6',\n)"}, {"role": "assistant", "content": "The missing line is:\n license='MIT',"}]
| false
| null | null | null |
d4f145e4f5e9df82c3ed3f3cc3dee6abaad4fc6c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 class NiaapiVersionRegexAllOf(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. """ openapi_types = { 'apic': 'NiaapiVersionRegexPlatform', 'dcnm': 'NiaapiVersionRegexPlatform', 'version': 'str' } attribute_map = {'apic': 'Apic', 'dcnm': 'Dcnm', 'version': 'Version'} def __init__(self, apic=None, dcnm=None, version=None, local_vars_configuration=None): # noqa: E501 """NiaapiVersionRegexAllOf - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() self.local_vars_configuration = local_vars_configuration self._apic = None self._dcnm = None self._version = None self.discriminator = None if apic: self.apic = apic if dcnm is not None: self.dcnm = dcnm if version is not None: self.version = version @property def apic(self): """Gets the apic of this NiaapiVersionRegexAllOf. # noqa: E501 :return: The apic of this NiaapiVersionRegexAllOf. # noqa: E501 :rtype: NiaapiVersionRegexPlatform """ return self._apic @apic.setter def apic(self, apic): """Sets the apic of this NiaapiVersionRegexAllOf. :param apic: The apic of this NiaapiVersionRegexAllOf. # noqa: E501 :type: NiaapiVersionRegexPlatform """ self._apic = apic @property def dcnm(self): """Gets the dcnm of this NiaapiVersionRegexAllOf. # noqa: E501 :return: The dcnm of this NiaapiVersionRegexAllOf. # noqa: E501 :rtype: NiaapiVersionRegexPlatform """ return self._dcnm @dcnm.setter def dcnm(self, dcnm): """Sets the dcnm of this NiaapiVersionRegexAllOf. :param dcnm: The dcnm of this NiaapiVersionRegexAllOf. # noqa: E501 :type: NiaapiVersionRegexPlatform """ self._dcnm = dcnm @property def version(self): """Gets the version of this NiaapiVersionRegexAllOf. # noqa: E501 Version number for the Version Regex data, also used as identity. # noqa: E501 :return: The version of this NiaapiVersionRegexAllOf. # noqa: E501 :rtype: str """ return self._version @version.setter ... [6 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_CONDITION Error: MISSING_CONDITION Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • IndentationError at line 100 Fix: Add proper None check or condition
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 6
| 1
| 2,864
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\nclass NiaapiVersionRegexAllOf(object):\n \"\"\"NOTE: This class is auto generated by OpenAPI Generator.\n Ref: https://openapi-generator.tech\n\n Do not edit the class manually.\n \"\"\"\n \"\"\"\n Attributes:\n openapi_types (dict): The key is attribute name\n and the value is attribute type.\n attribute_map (dict): The key is attribute name\n and the value is json key in definition.\n \"\"\"\n openapi_types = {\n 'apic': 'NiaapiVersionRegexPlatform',\n 'dcnm': 'NiaapiVersionRegexPlatform',\n 'version': 'str'\n }\n\n attribute_map = {'apic': 'Apic', 'dcnm': 'Dcnm', 'version': 'Version'}\n\n def __init__(self,\n apic=None,\n dcnm=None,\n version=None,\n local_vars_configuration=None): # noqa: E501\n \"\"\"NiaapiVersionRegexAllOf - a model defined in OpenAPI\"\"\" # noqa: E501\n if local_vars_configuration is None:\n local_vars_configuration = Configuration()\n self.local_vars_configuration = local_vars_configuration\n\n self._apic = None\n self._dcnm = None\n self._version = None\n self.discriminator = None\n\n if apic:\n self.apic = apic\n if dcnm is not None:\n self.dcnm = dcnm\n if version is not None:\n self.version = version\n\n @property\n def apic(self):\n \"\"\"Gets the apic of this NiaapiVersionRegexAllOf. # noqa: E501\n\n\n :return: The apic of this NiaapiVersionRegexAllOf. # noqa: E501\n :rtype: NiaapiVersionRegexPlatform\n \"\"\"\n return self._apic\n\n @apic.setter\n def apic(self, apic):\n \"\"\"Sets the apic of this NiaapiVersionRegexAllOf.\n\n\n :param apic: The apic of this NiaapiVersionRegexAllOf. # noqa: E501\n :type: NiaapiVersionRegexPlatform\n \"\"\"\n\n self._apic = apic\n\n @property\n def dcnm(self):\n \"\"\"Gets the dcnm of this NiaapiVersionRegexAllOf. # noqa: E501\n\n\n :return: The dcnm of this NiaapiVersionRegexAllOf. # noqa: E501\n :rtype: NiaapiVersionRegexPlatform\n \"\"\"\n return self._dcnm\n\n @dcnm.setter\n def dcnm(self, dcnm):\n \"\"\"Sets the dcnm of this NiaapiVersionRegexAllOf.\n\n\n :param dcnm: The dcnm of this NiaapiVersionRegexAllOf. # noqa: E501\n :type: NiaapiVersionRegexPlatform\n \"\"\"\n\n self._dcnm = dcnm\n\n @property\n def version(self):\n \"\"\"Gets the version of this NiaapiVersionRegexAllOf. # noqa: E501\n\n Version number for the Version Regex data, also used as identity. # noqa: E501\n\n :return: The version of this NiaapiVersionRegexAllOf. # noqa: E501\n :rtype: str\n \"\"\"\n return self._version\n\n @version.setter\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_CONDITION\n Error: MISSING_CONDITION\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 IndentationError at line 100\n\n Fix: Add proper None check or condition"}]
| true
|
logical
|
MISSING_CONDITION
|
MEDIUM
|
d4f1aa99ca10cb206e4f7702a9c7de6f3d6dfd4e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # # Copyright 2004-2016, by the California Institute of Technology. # ALL RIGHTS RESERVED. United States Government Sponsorship # acknowledged. Any commercial use must be negotiated with the Office # of Technology Transfer at the California Institute of Technology. # # This software may be subject to U.S. export control laws and # regulations. By accepting this document, the user agrees to comply # with all U.S. export laws and regulations. User has the # responsibility to obtain export licenses, or other export authority # as may be required before exporting such information to foreign # countries or providing access to foreign persons. # from __future__ import print_function import os from genmsg import MsgGenerationException #from . name import * ## :param type_name outdir: Full path to output directory ## :returns int: status. 0 if successful def write_modmk(outdir): #, msg_types, srv_types): if not os.path.isdir(outdir): #TODO: warn? return 0 xml_in_dir = set([f for f in os.listdir(outdir) if f.endswith('.xml')]) _write_modmk(outdir, sorted(xml_in_dir)) # TODO(mereweth) if we want to independently specify the generated XML files # generated_xml = [_msg_serializable_xml_name(f) for f in sorted(msg_types)] # generated_xml.extend([_port_xml_name(f) for f in sorted(msg_types)] # write_msg_modmk(outdir, generated_xml) # generated_xml = [_srv_serializable_xml_name(f) for f in sorted(srv_types)] # generated_xml.extend([_port_xml_name(f) for f in sorted(srv_types)] # write_msg_modmk(outdir, generated_xml) return 0 def _write_modmk(outdir, generated_xml): if not os.path.exists(outdir): os.makedirs(outdir) elif not os.path.isdir(outdir): raise MsgGenerationException("file preventing the creating of Fprime directory: %s"%dir) p = os.path.join(outdir, 'mod.mk') with open(p, 'w') as f: f.write('SRC = \\\n') if len(generated_xml) != 0: for xml in generated_xml[:-1]: f.write('%s \\\n'%xml) f.write('%s\n'%generated_xml[-1]) return 0
|
Code analysis results: 🔴 Errors found: Unmatched closing bracket ')' at line 25 Unclosed '(' at line 36 - expected ')' Unclosed '(' at line 40 - expected ')' ⚠️ Warnings: Unexpected indentation at line 28 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 48 💡 Suggestions: Add closing ')' bracket Add closing ')' bracket Add docstring to function 'write_modmk'
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 2,158
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#\n# Copyright 2004-2016, by the California Institute of Technology.\n# ALL RIGHTS RESERVED. United States Government Sponsorship\n# acknowledged. Any commercial use must be negotiated with the Office\n# of Technology Transfer at the California Institute of Technology.\n#\n# This software may be subject to U.S. export control laws and\n# regulations. By accepting this document, the user agrees to comply\n# with all U.S. export laws and regulations. User has the\n# responsibility to obtain export licenses, or other export authority\n# as may be required before exporting such information to foreign\n# countries or providing access to foreign persons.\n#\n\nfrom __future__ import print_function\n\nimport os\n\nfrom genmsg import MsgGenerationException\n\n#from . name import *\n\n## :param type_name outdir: Full path to output directory\n## :returns int: status. 0 if successful\ndef write_modmk(outdir): #, msg_types, srv_types):\n if not os.path.isdir(outdir):\n #TODO: warn?\n return 0\n\n xml_in_dir = set([f for f in os.listdir(outdir)\n if f.endswith('.xml')])\n _write_modmk(outdir, sorted(xml_in_dir))\n\n# TODO(mereweth) if we want to independently specify the generated XML files\n# generated_xml = [_msg_serializable_xml_name(f) for f in sorted(msg_types)]\n# generated_xml.extend([_port_xml_name(f) for f in sorted(msg_types)]\n# write_msg_modmk(outdir, generated_xml)\n\n# generated_xml = [_srv_serializable_xml_name(f) for f in sorted(srv_types)]\n# generated_xml.extend([_port_xml_name(f) for f in sorted(srv_types)]\n# write_msg_modmk(outdir, generated_xml)\n\n return 0\n\ndef _write_modmk(outdir, generated_xml):\n if not os.path.exists(outdir):\n os.makedirs(outdir)\n elif not os.path.isdir(outdir):\n raise MsgGenerationException(\"file preventing the creating of Fprime directory: %s\"%dir)\n p = os.path.join(outdir, 'mod.mk')\n with open(p, 'w') as f:\n f.write('SRC = \\\\\\n')\n if len(generated_xml) != 0:\n for xml in generated_xml[:-1]:\n f.write('%s \\\\\\n'%xml)\n f.write('%s\\n'%generated_xml[-1])\n return 0"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unmatched closing bracket ')' at line 25\n Unclosed '(' at line 36 - expected ')'\n Unclosed '(' at line 40 - expected ')'\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 28\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 48\n\n\ud83d\udca1 Suggestions:\n Add closing ')' bracket\n Add closing ')' bracket\n Add docstring to function 'write_modmk'"}]
| false
| null | null | null |
d4f20508bec1fb3b3210c9cb30a6481120876c56
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import pytest from nbformat.v4.nbbase import new_notebook, new_markdown_cell, new_code_cell, new_raw_cell from jupytext.compare import compare_notebooks, NotebookDifference, test_round_trip_conversion as round_trip_conversion def test_raise_on_different_metadata(): ref = new_notebook(metadata={'kernelspec': {'language': 'python', 'name': 'python', 'display_name': 'Python'}}, cells=[new_markdown_cell('Cell one')]) test = new_notebook(metadata={'kernelspec': {'language': 'R', 'name': 'R', 'display_name': 'R'}}, cells=[new_markdown_cell('Cell one')]) with pytest.raises(NotebookDifference): compare_notebooks(ref, test, 'md') @pytest.mark.parametrize('raise_on_first_difference', [True, False]) def test_raise_on_different_cell_type(raise_on_first_difference): ref = new_notebook(cells=[new_markdown_cell('Cell one'), new_code_cell('Cell two')]) test = new_notebook(cells=[new_markdown_cell('Cell one'), new_raw_cell('Cell two')]) with pytest.raises(NotebookDifference): compare_notebooks(ref, test, 'md', raise_on_first_difference=raise_on_first_difference) @pytest.mark.parametrize('raise_on_first_difference', [True, False]) def test_raise_on_different_cell_content(raise_on_first_difference): ref = new_notebook(cells=[new_markdown_cell('Cell one'), new_code_cell('Cell two')]) test = new_notebook(cells=[new_markdown_cell('Cell one'), new_code_cell('Modified cell two')]) with pytest.raises(NotebookDifference): compare_notebooks(ref, test, 'md', raise_on_first_difference=raise_on_first_difference) def test_raise_on_incomplete_markdown_cell(): ref = new_notebook(cells=[new_markdown_cell('Cell one\n\n\nsecond line')]) test = new_notebook(cells=[new_markdown_cell('Cell one')]) with pytest.raises(NotebookDifference): compare_notebooks(ref, test, 'md') def test_does_raise_on_split_markdown_cell(): ref = new_notebook(cells=[new_markdown_cell('Cell one\n\n\nsecond line')]) test = new_notebook(cells=[new_markdown_cell('Cell one'), new_markdown_cell('second line')]) with pytest.raises(NotebookDifference): compare_notebooks(ref, test, 'md') def test_raise_on_different_cell_metadata(): ref = new_notebook(cells=[new_code_cell('1+1')]) test = new_notebook(cells=[new_code_cell('1+1', metadata={'metakey': 'value'})]) with pytest.raises(NotebookDifference): compare_notebooks(ref, test, 'py:light') @pytest.mark.parametrize('raise_on_first_difference', [True, False]) ... [9 more functiondefs truncated] ...
|
Functions: test_raise_on_different_metadata, test_raise_on_different_cell_type, test_raise_on_different_cell_content, test_raise_on_incomplete_markdown_cell, test_does_raise_on_split_markdown_cell This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 6
| 0
| 2,636
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport pytest\nfrom nbformat.v4.nbbase import new_notebook, new_markdown_cell, new_code_cell, new_raw_cell\nfrom jupytext.compare import compare_notebooks, NotebookDifference, test_round_trip_conversion as round_trip_conversion\n\n\ndef test_raise_on_different_metadata():\n ref = new_notebook(metadata={'kernelspec': {'language': 'python', 'name': 'python', 'display_name': 'Python'}},\n cells=[new_markdown_cell('Cell one')])\n test = new_notebook(metadata={'kernelspec': {'language': 'R', 'name': 'R', 'display_name': 'R'}},\n cells=[new_markdown_cell('Cell one')])\n with pytest.raises(NotebookDifference):\n compare_notebooks(ref, test, 'md')\n\n\n@pytest.mark.parametrize('raise_on_first_difference', [True, False])\ndef test_raise_on_different_cell_type(raise_on_first_difference):\n ref = new_notebook(cells=[new_markdown_cell('Cell one'), new_code_cell('Cell two')])\n test = new_notebook(cells=[new_markdown_cell('Cell one'), new_raw_cell('Cell two')])\n with pytest.raises(NotebookDifference):\n compare_notebooks(ref, test, 'md', raise_on_first_difference=raise_on_first_difference)\n\n\n@pytest.mark.parametrize('raise_on_first_difference', [True, False])\ndef test_raise_on_different_cell_content(raise_on_first_difference):\n ref = new_notebook(cells=[new_markdown_cell('Cell one'), new_code_cell('Cell two')])\n test = new_notebook(cells=[new_markdown_cell('Cell one'), new_code_cell('Modified cell two')])\n with pytest.raises(NotebookDifference):\n compare_notebooks(ref, test, 'md', raise_on_first_difference=raise_on_first_difference)\n\n\ndef test_raise_on_incomplete_markdown_cell():\n ref = new_notebook(cells=[new_markdown_cell('Cell one\\n\\n\\nsecond line')])\n test = new_notebook(cells=[new_markdown_cell('Cell one')])\n with pytest.raises(NotebookDifference):\n compare_notebooks(ref, test, 'md')\n\n\ndef test_does_raise_on_split_markdown_cell():\n ref = new_notebook(cells=[new_markdown_cell('Cell one\\n\\n\\nsecond line')])\n test = new_notebook(cells=[new_markdown_cell('Cell one'),\n new_markdown_cell('second line')])\n with pytest.raises(NotebookDifference):\n compare_notebooks(ref, test, 'md')\n\n\ndef test_raise_on_different_cell_metadata():\n ref = new_notebook(cells=[new_code_cell('1+1')])\n test = new_notebook(cells=[new_code_cell('1+1', metadata={'metakey': 'value'})])\n with pytest.raises(NotebookDifference):\n compare_notebooks(ref, test, 'py:light')\n\n\n@pytest.mark.parametrize('raise_on_first_difference', [True, False])\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: test_raise_on_different_metadata, test_raise_on_different_cell_type, test_raise_on_different_cell_content, test_raise_on_incomplete_markdown_cell, test_does_raise_on_split_markdown_cell\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d4f37664ce2a24dbc73824c236ef48b007de021a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import asyncio import discord import random import datetime from discord.ext import commands from Cogs import DisplayName from Cogs import Nullify def setup(bot): # Add the bot bot.add_cog(Actions(bot)) class Actions(commands.Cog): ## class that handles storing and computing action messages class actionable: ## these should be filled in the override class. any {} are replaced with target member's name nothingList = [] # when you call without any arguments botList = [] # when the action is done at the bot selfList = [] # when the action is done at the user who called it memberList = [] # when the action is done toward another member itemList = [] # when the action is done on a string of text that is not a member def computeAction(self, bot, ctx, target): '''return a message based on the context and argument of the command''' mesg = "" if not target: # no arguments mesg = random.choice(self.nothingList) else: targetMember = DisplayName.memberForName(target, ctx.message.guild) if targetMember: if self.botList and targetMember.id == bot.user.id: # actioning the bot mesg = random.choice(self.botList) # if botList is empty we fail over
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 16 Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 2
| 1,212
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport asyncio\nimport discord\nimport random\nimport datetime\nfrom discord.ext import commands\nfrom Cogs import DisplayName\nfrom Cogs import Nullify\n\ndef setup(bot):\n\t# Add the bot\n\tbot.add_cog(Actions(bot))\n\nclass Actions(commands.Cog):\n\t## class that handles storing and computing action messages\n\tclass actionable:\n\t\t## these should be filled in the override class. any {} are replaced with target member's name\n\t\tnothingList = [] # when you call without any arguments\n\t\tbotList = [] # when the action is done at the bot\n\t\tselfList = [] # when the action is done at the user who called it\n\t\tmemberList = [] # when the action is done toward another member\n\t\titemList = [] # when the action is done on a string of text that is not a member\n\n\t\tdef computeAction(self, bot, ctx, target):\n\t\t\t'''return a message based on the context and argument of the command'''\n\t\t\tmesg = \"\"\n\n\t\t\tif not target: # no arguments\n\t\t\t\tmesg = random.choice(self.nothingList)\n\t\t\telse:\n\t\t\t\ttargetMember = DisplayName.memberForName(target, ctx.message.guild)\n\n\t\t\t\tif targetMember:\n\t\t\t\t\tif self.botList and targetMember.id == bot.user.id: # actioning the bot\n\t\t\t\t\t\tmesg = random.choice(self.botList) # if botList is empty we fail over"}, {"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 16\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4f450e40179e22e5b7878cbc391794da9f23b06
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: ########## # Additional dependencies are needed: # Follow the LOLA installation described in the tune_class_api/lola_pg_official.py file ########## import os import ray from r
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 2 has no indented body • Invalid syntax at line 8: from r Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 176
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n##########\n# Additional dependencies are needed:\n# Follow the LOLA installation described in the tune_class_api/lola_pg_official.py file\n##########\n\nimport os\nimport ray\nfrom r"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 2 has no indented body\n \u2022 Invalid syntax at line 8: from r\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4f46e1bb0a2bc679bb20e6fc52d23194cb01643
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import string import random import json from calendar import month_name from django.conf import settings SHORTLINK_MIN = getattr(settings, "SHORTLINK_MIN", 6) def code_generator(size=SHORTLINK_MIN): chars = string.ascii_letters + string.digits return ''.join(random.choice(chars) for _ in range(size)) def create_shortlink(instance): new_link = code_generator() class_ = instance.__class__ query_set = class_.objects.filter(shortlink=new_link) if query_set.exists(): return create_shortlink() return new_link def json_data_func(instance): ''' Return json format data, ready for passing into AmCharts. Contains 2 items - name of the month and count of distinct links, which were cut on the website. ''' class_ = instance.__class__ # FIXME. The problem is every next year it will add results above result = [] for month in range(1, len(month_name)): count_use = class_.objects.filter(pub_date__month=month).count() data = dict(month=month_name[month], count=count_use) result.append(data) json_data = json.dumps(result) return json_data
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 25 ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 💡 Suggestions: Add closing quote at line 25 Add docstring to function 'create_shortlink' Unresolved TODO/FIXME at line 30
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 3
| 0
| 1,154
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport string\nimport random\nimport json\nfrom calendar import month_name\nfrom django.conf import settings\n\nSHORTLINK_MIN = getattr(settings, \"SHORTLINK_MIN\", 6)\n\n\ndef code_generator(size=SHORTLINK_MIN):\n chars = string.ascii_letters + string.digits\n return ''.join(random.choice(chars) for _ in range(size))\n\n\ndef create_shortlink(instance):\n new_link = code_generator()\n class_ = instance.__class__\n query_set = class_.objects.filter(shortlink=new_link)\n if query_set.exists():\n return create_shortlink()\n return new_link\n\n\ndef json_data_func(instance):\n ''' Return json format data, ready for passing into AmCharts.\n Contains 2 items - name of the month and count of distinct\n links, which were cut on the website.\n '''\n class_ = instance.__class__\n # FIXME. The problem is every next year it will add results above\n result = []\n for month in range(1, len(month_name)):\n count_use = class_.objects.filter(pub_date__month=month).count()\n data = dict(month=month_name[month], count=count_use)\n result.append(data)\n json_data = json.dumps(result)\n return json_data"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 25\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 25\n Add docstring to function 'create_shortlink'\n Unresolved TODO/FIXME at line 30"}]
| false
| null | null | null |
d4f523ec6d8e4a47a69a4a400a7f08b9647af175
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/python import argparse import ConfigParser import os import sys new_path = [ os.path.join( os.getcwd(), "lib" ) ] new_path.extend( sys.path[1:] ) sys.path = new_path from galaxy import eggs eggs.require( "SQLAlchemy >= 0.4" ) import galaxy.webapps.tool_shed.model.mapping as tool_shed_model from sqlalchemy.exc import ProgrammingError from sqlalchemy.exc import OperationalError from tool_shed.util import xml_util def check_db( config_parser ): dburi = None if config_parser.has_option( 'app:main', 'database_connection' ): dburi = config_parser.get( 'app:main', 'database_connection' ) elif config_parser.has_option( 'app:main', 'database_file' ): db_file = config_parser.get( 'app:main', 'database_file' ) dburi = "sqlite:///%s?isolation_level=IMMEDIATE" % db_file else: print 'The database configuration setting is missing from the tool_shed.ini file. Add this setting before attempting to bootstrap.' exit(1) sa_session = None database_exists_message = 'The database configured for this Tool Shed is not new, so bootstrapping is not allowed. ' database_exists_message += 'Create a new database that has not been migrated before attempting to bootstrap.' try: model = tool_shed_model.init( config_parser.get( 'app:main', 'file_path' ), dburi, engine_options={}, create_tables=False ) sa_session = model.context.current print database_exists_message exit(1) except ProgrammingError, e: pass except OperationalError, e: pass try: if sa_session is not None: result = sa_session.execute( 'SELECT version FROM migrate_version' ).first() if result[0] >= 2: print database_exists_message exit(1) else: pass except ProgrammingError, e: pass if config_parser.has_option( 'app:main', 'hgweb_config_dir' ): hgweb_config_parser = ConfigParser.ConfigParser() hgweb_dir = config_parser.get( 'app:main', 'hgweb_config_dir' ) hgweb_config_file = os.path.join( hgweb_dir, 'hgweb.config' ) if not os.path.exists( hgweb_config_file ): exit(0) hgweb_config_parser.read( hgweb_config_file ) configured_repos = hgweb_config_parser.items( 'paths' ) if len( configured_repos ) >= 1: message = "This Tool Shed's hgweb.config file contains entries, so bootstrapping is not allowed. Delete" message += " the current hgweb.config file along with all associated repositories in the configured " message += "location before attempting to boostrap." print exit(1) else: exit(0) else: exit(0) exit(0) def admin_user_info( config_parser ): user_info_config = os.path.abspath( os.path.join( os.getcwd(), 'lib/tool_shed/scripts/bootstrap_tool_shed', 'user_info.xml' ) ) ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 66 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 28 ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 24 Unexpected indentation at line 26 Unexpected indentation at line 27 💡 Suggestions: Complete the expression on the last line Add closing quote at line 66 Review code syntax
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/python\nimport argparse\nimport ConfigParser\nimport os\nimport sys\n\nnew_path = [ os.path.join( os.getcwd(), \"lib\" ) ]\nnew_path.extend( sys.path[1:] )\nsys.path = new_path\n\nfrom galaxy import eggs\neggs.require( \"SQLAlchemy >= 0.4\" )\nimport galaxy.webapps.tool_shed.model.mapping as tool_shed_model\nfrom sqlalchemy.exc import ProgrammingError\nfrom sqlalchemy.exc import OperationalError\n\nfrom tool_shed.util import xml_util\n\ndef check_db( config_parser ):\n dburi = None\n \n if config_parser.has_option( 'app:main', 'database_connection' ):\n dburi = config_parser.get( 'app:main', 'database_connection' )\n elif config_parser.has_option( 'app:main', 'database_file' ):\n db_file = config_parser.get( 'app:main', 'database_file' )\n dburi = \"sqlite:///%s?isolation_level=IMMEDIATE\" % db_file\n else:\n print 'The database configuration setting is missing from the tool_shed.ini file. Add this setting before attempting to bootstrap.'\n exit(1)\n \n sa_session = None\n\n database_exists_message = 'The database configured for this Tool Shed is not new, so bootstrapping is not allowed. '\n database_exists_message += 'Create a new database that has not been migrated before attempting to bootstrap.'\n \n try:\n model = tool_shed_model.init( config_parser.get( 'app:main', 'file_path' ), dburi, engine_options={}, create_tables=False )\n sa_session = model.context.current\n print database_exists_message\n exit(1)\n except ProgrammingError, e:\n pass\n except OperationalError, e:\n pass\n \n try:\n if sa_session is not None:\n result = sa_session.execute( 'SELECT version FROM migrate_version' ).first()\n if result[0] >= 2:\n print database_exists_message\n exit(1)\n else:\n pass\n except ProgrammingError, e:\n pass\n \n if config_parser.has_option( 'app:main', 'hgweb_config_dir' ):\n hgweb_config_parser = ConfigParser.ConfigParser()\n hgweb_dir = config_parser.get( 'app:main', 'hgweb_config_dir' )\n hgweb_config_file = os.path.join( hgweb_dir, 'hgweb.config' )\n if not os.path.exists( hgweb_config_file ):\n exit(0)\n hgweb_config_parser.read( hgweb_config_file )\n configured_repos = hgweb_config_parser.items( 'paths' )\n if len( configured_repos ) >= 1:\n message = \"This Tool Shed's hgweb.config file contains entries, so bootstrapping is not allowed. Delete\"\n message += \" the current hgweb.config file along with all associated repositories in the configured \"\n message += \"location before attempting to boostrap.\"\n print \n exit(1)\n else:\n exit(0)\n else:\n exit(0)\n \n exit(0)\n \ndef admin_user_info( config_parser ):\n user_info_config = os.path.abspath( os.path.join( os.getcwd(), 'lib/tool_shed/scripts/bootstrap_tool_shed', 'user_info.xml' ) )\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 66\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 28\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 66\n Review code syntax"}]
| false
| null | null | null |
d4f583072901ee0ab94c10d93e238c7f33bf30a3
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from __future__ import unicode_literals from moto.core.responses import BaseResponse from .models import dynamodbstreams_backends from six import string_types class DynamoDBStreamsHandler(BaseResponse): @property def backend(self): return dynamodbstreams_backends[self.region] def describe_stream(self): arn = self._get_param("StreamArn") return self.backend.describe_stream(arn) def list_streams(self): table_name = self._get_param("TableName") return self.backend.list_streams(table_name) def get_shard_iterator(self): arn = self._get_param("StreamArn") shard_id = self._get_param("ShardId") shard_iterator_type = self._get_param("ShardIteratorType") sequence_number = self._get_param("SequenceNumber") # according to documentation sequence_number param should be string if isinstance(sequence_number, string_types): sequence_number = int(sequence_number) return self.backend.get_shard_iterator( arn, shard_id, shard_iterator_type, sequence_number ) def get_records(self): arn = self._get_param("ShardIterator") limit = self._get_param("Limit") if limit is None: limit = 1000 return self.backend.get_records(arn, limit)
|
Functions: backend, describe_stream, list_streams, get_shard_iterator, get_records Classes: DynamoDBStreamsHandler This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 5
| 1
| 1,327
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom __future__ import unicode_literals\n\nfrom moto.core.responses import BaseResponse\n\nfrom .models import dynamodbstreams_backends\nfrom six import string_types\n\n\nclass DynamoDBStreamsHandler(BaseResponse):\n @property\n def backend(self):\n return dynamodbstreams_backends[self.region]\n\n def describe_stream(self):\n arn = self._get_param(\"StreamArn\")\n return self.backend.describe_stream(arn)\n\n def list_streams(self):\n table_name = self._get_param(\"TableName\")\n return self.backend.list_streams(table_name)\n\n def get_shard_iterator(self):\n arn = self._get_param(\"StreamArn\")\n shard_id = self._get_param(\"ShardId\")\n shard_iterator_type = self._get_param(\"ShardIteratorType\")\n sequence_number = self._get_param(\"SequenceNumber\")\n # according to documentation sequence_number param should be string\n if isinstance(sequence_number, string_types):\n sequence_number = int(sequence_number)\n\n return self.backend.get_shard_iterator(\n arn, shard_id, shard_iterator_type, sequence_number\n )\n\n def get_records(self):\n arn = self._get_param(\"ShardIterator\")\n limit = self._get_param(\"Limit\")\n if limit is None:\n limit = 1000\n return self.backend.get_records(arn, limit)"}, {"role": "assistant", "content": " Functions: backend, describe_stream, list_streams, get_shard_iterator, get_records\n Classes: DynamoDBStreamsHandler\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d4f5c78a68ce3ab44360536293de688747eefa47
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (C) 2018-2021 Intel Corporation # SPDX-License-Identifier: Apache-2.0 import numpy as np from openvino.tools.mo.front.extractor import FrontExtractorOp from openvino.tools.mo.front.mxnet.extractors.utils import get_mxnet_layer_attrs from openvino.tools.mo.ops.const import Const class ZerosFrontExtractor(FrontExtractorOp): op = '_zeros' enabled = True @classmethod def extract(cls, node): attrs = get_mxnet_layer_attrs(node.symbol_dict) shape = list(attrs.tuple('shape', int, None)) zero_shapes = [] for i, s in enumerate(shape): if s == 0: shape[i] = 1
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Add body to If block or use 'pass' statement
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 647
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (C) 2018-2021 Intel Corporation\n# SPDX-License-Identifier: Apache-2.0\n\nimport numpy as np\n\nfrom openvino.tools.mo.front.extractor import FrontExtractorOp\nfrom openvino.tools.mo.front.mxnet.extractors.utils import get_mxnet_layer_attrs\nfrom openvino.tools.mo.ops.const import Const\n\n\nclass ZerosFrontExtractor(FrontExtractorOp):\n op = '_zeros'\n enabled = True\n\n @classmethod\n def extract(cls, node):\n attrs = get_mxnet_layer_attrs(node.symbol_dict)\n shape = list(attrs.tuple('shape', int, None))\n zero_shapes = []\n for i, s in enumerate(shape):\n if s == 0:\n shape[i] = 1"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
d4f6462a075ffe065a5c5d813a1e145ed305cf7d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from JumpScale import j class builder(): # @property
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 6 has no indented body • IndentationError at line 8 Fix: Complete the truncated code structure
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 61
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\n\nfrom JumpScale import j\n\n\nclass builder():\n\n # @property"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 6 has no indented body\n \u2022 IndentationError at line 8\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4f6be38b9352af5e1c2c173a5437dc5e5702e4d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sys import warnings import matplotlib.pyplot as plt from parsets import IMACC, IMG, PROGC, REGFLPC, ExecE, plot warnings.filterwarnings("ignore") MEM = IMACC(sys.stdin.read()) # Load memory from stdin PC = PROGC(0) # Start from the first instruction RF = REGFLPC() # initialize register and flags Error: SyntaxError / EOF
|
Fixed Code: import sys import warnings import matplotlib.pyplot as plt from parsets import IMACC, IMG, PROGC, REGFLPC, ExecE, plot warnings.filterwarnings("ignore") MEM = IMACC(sys.stdin.read()) # Load memory from stdin PC = PROGC(0) # Start from the first instruction RF = REGFLPC() # initialize register and flags EE = ExecE(MEM) IM = IMG() halted = False cycle = 0 Explanation: Complete the truncated code structure
|
intermediate
|
data_processing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 309
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sys\nimport warnings\n\nimport matplotlib.pyplot as plt\nfrom parsets import IMACC, IMG, PROGC, REGFLPC, ExecE, plot\n\nwarnings.filterwarnings(\"ignore\")\n\nMEM = IMACC(sys.stdin.read()) # Load memory from stdin\nPC = PROGC(0) # Start from the first instruction\nRF = REGFLPC() # initialize register and flags\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sys\nimport warnings\n\nimport matplotlib.pyplot as plt\nfrom parsets import IMACC, IMG, PROGC, REGFLPC, ExecE, plot\n\nwarnings.filterwarnings(\"ignore\")\n\nMEM = IMACC(sys.stdin.read()) # Load memory from stdin\nPC = PROGC(0) # Start from the first instruction\nRF = REGFLPC() # initialize register and flags\nEE = ExecE(MEM)\nIM = IMG()\nhalted = False\ncycle = 0\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4f6ca3a52378c092fed2c8021d1ffb5c3d7441c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import discord import re import emoji import contextlib import typing import datetime from discord.ext import commands from discord.http import Route class BetterMemberConverter(commands.Converter): async def convert(self, ctx, argument): try: user = await commands.MemberConverter().convert(ctx, argument) except commands.MemberNotFound: user = None if user is None: tag = re.match(r"#?(\d{4})", argument) if tag: if ctx.guild: test = discord.utils.get(ctx.guild.members, discriminator=tag.group(1)) user = test or ctx.author if ctx.guild is None: user = await BetterUserconverter().convert(ctx, argument) user = user or ctx.author return user class BetterUserconverter(commands.Converter): async def convert(self, ctx, argument): try: user = await commands.UserConverter().convert(ctx, argument) except commands.UserNotFound: user = None if not user and ctx.guild: try: user = await commands.MemberConverter().convert(ctx, argument) except commands.MemberNotFound: user = None if user is None: role = None with contextlib.suppress(commands.RoleNotFound, commands.NoPrivateMessage): role = await commands.RoleConverter().convert(ctx, argument) if role: if role.is_bot_managed():
|
user = role.tags.bot_id user = await ctx.bot.try_user(user) if user is None: tag = re.match(r"#?(\d{4})", argument) if tag and not ctx.bot.users: test = discord.utils.get(ctx.bot.users, discriminator=tag.group(1)) user = test or ctx.author return user class EmojiBasic: def __init__(self, id: int, url: str): self.id = id self.url = url @classmethod async def convert(cls, ctx, argument): match = re.match(r"(?P<id>[0-9]{15,21})", argument) if match: emoji_id = match.group(0) extentions = ["gif", "png"] for x in extentions: response = await ctx.bot.session.get(f"https://cdn.discordapp.com/emojis/{emoji_id}.{x}") if response.ok: return cls(emoji_id, response.real_url) else: return None ... [8 more classdefs truncated] ...
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 3
| 2,576
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport discord\nimport re\nimport emoji\nimport contextlib\nimport typing\nimport datetime\nfrom discord.ext import commands\nfrom discord.http import Route\n\n\nclass BetterMemberConverter(commands.Converter):\n async def convert(self, ctx, argument):\n try:\n user = await commands.MemberConverter().convert(ctx, argument)\n except commands.MemberNotFound:\n user = None\n\n if user is None:\n tag = re.match(r\"#?(\\d{4})\", argument)\n if tag:\n if ctx.guild:\n test = discord.utils.get(ctx.guild.members, discriminator=tag.group(1))\n user = test or ctx.author\n\n if ctx.guild is None:\n user = await BetterUserconverter().convert(ctx, argument)\n user = user or ctx.author\n\n return user\n\n\nclass BetterUserconverter(commands.Converter):\n async def convert(self, ctx, argument):\n try:\n user = await commands.UserConverter().convert(ctx, argument)\n except commands.UserNotFound:\n user = None\n if not user and ctx.guild:\n try:\n user = await commands.MemberConverter().convert(ctx, argument)\n except commands.MemberNotFound:\n user = None\n\n if user is None:\n role = None\n\n with contextlib.suppress(commands.RoleNotFound, commands.NoPrivateMessage):\n role = await commands.RoleConverter().convert(ctx, argument)\n\n if role:\n if role.is_bot_managed():"}, {"role": "assistant", "content": "\n user = role.tags.bot_id\n user = await ctx.bot.try_user(user)\n\n if user is None:\n tag = re.match(r\"#?(\\d{4})\", argument)\n if tag and not ctx.bot.users:\n test = discord.utils.get(ctx.bot.users, discriminator=tag.group(1))\n user = test or ctx.author\n return user\n\n\nclass EmojiBasic:\n def __init__(self, id: int, url: str):\n self.id = id\n self.url = url\n\n @classmethod\n async def convert(cls, ctx, argument):\n match = re.match(r\"(?P<id>[0-9]{15,21})\", argument)\n if match:\n emoji_id = match.group(0)\n extentions = [\"gif\", \"png\"]\n\n for x in extentions:\n response = await ctx.bot.session.get(f\"https://cdn.discordapp.com/emojis/{emoji_id}.{x}\")\n if response.ok:\n return cls(emoji_id, response.real_url)\n\n else:\n return None\n\n\n\n ... [8 more classdefs truncated] ..."}]
| false
| null | null | null |
d4f722d8fa5429ebec246908bcfdfc1e45bff80b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ kissim.cli.encode Encode structures (generate fingerprints) from CLI arguments. """ import numpy as np from kissim.api import encode from kissim.cli.utils import configure_logger def encode_from_cli(args): """ Encode structures. Parameters ---------- args : argsparse.Namespace CLI arguments. """ configure_logger(args.output) structure_klifs_ids = _parse_structure_klifs_ids(args.input) encode(structure_klifs_ids, args.output, args.local, args.ncores) def _parse_structure_klifs_ids(args_input): """ Parse structure KLIFS IDs. Parameters ---------- args_input : list of str Either path to txt file with structure KLIFS ID (one ID per row) or one or more structure KLIFS IDs. Returns ------- list of int List of structure KLIFS IDs. """ if len(args_input) == 1: try: structure_klifs_ids = [int(args_input[0])] except ValueError: structure_klifs_ids = np.genfromtxt(fname=args_input[0], dtype=int).tolist() else: structure_klifs_ids = [int(i) for i in args_input] return structure_klifs_ids
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 15 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 💡 Suggestions: Add closing quote at line 1
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,172
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nkissim.cli.encode\n\nEncode structures (generate fingerprints) from CLI arguments.\n\"\"\"\n\nimport numpy as np\n\nfrom kissim.api import encode\nfrom kissim.cli.utils import configure_logger\n\n\ndef encode_from_cli(args):\n \"\"\"\n Encode structures.\n\n Parameters\n ----------\n args : argsparse.Namespace\n CLI arguments.\n \"\"\"\n\n configure_logger(args.output)\n structure_klifs_ids = _parse_structure_klifs_ids(args.input)\n encode(structure_klifs_ids, args.output, args.local, args.ncores)\n\n\ndef _parse_structure_klifs_ids(args_input):\n \"\"\"\n Parse structure KLIFS IDs.\n\n Parameters\n ----------\n args_input : list of str\n Either path to txt file with structure KLIFS ID (one ID per row) or one or more structure\n KLIFS IDs.\n\n Returns\n -------\n list of int\n List of structure KLIFS IDs.\n \"\"\"\n\n if len(args_input) == 1:\n try:\n structure_klifs_ids = [int(args_input[0])]\n except ValueError:\n structure_klifs_ids = np.genfromtxt(fname=args_input[0], dtype=int).tolist()\n else:\n structure_klifs_ids = [int(i) for i in args_input]\n\n return structure_klifs_ids"}, {"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 15\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
d4f79ba15482dc239d99373d27359b1da32e98ba
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import numpy as np from util import * def naiveDistanceProfile(tsA, idx, m, tsB = None): """Return the distance profile of query against ts. Use the naive all pairs comparison algorithm. >>> np.round(naiveDistanceProfile(np.array([0.0, 1.0, -1.0, 0.0]), 0, 4, np.array([-1, 1, 0, 0, -1, 1])), 3) array([[ 2. , 2.828, 2. ], [ 0. , 0. , 0. ]]) """ selfJoin = False if tsB is None: selfJoin = True tsB = tsA query = tsA[idx : (idx + m)] distanceProfile = [] n = len(tsB) for i in range(n - m + 1): distanceProfile.append(zNormalizedEuclideanDistance(query, tsB[i : i + m])) if selfJoin: trivialMatchRange = (max(0, idxToProcess - m / 2), min(idxToProcess + m / 2 + 1, len(tsB))) distanceProfile[trivialMatchRange[0] : trivialMatchRange[1]] = np.inf return (distanceProfile, np.full(n - m + 1, idx, dtype = float)) def stampDistanceProfile(tsA, idx, m, tsB = None): """ >>> np.round(stampDistanceProfile(np.array([0.0, 1.0, -1.0, 0.0]), 0, 4, np.array([-1, 1, 0, 0, -1, 1])), 3) array([[ 2. , 2.828, 2. ], [ 0. , 0. , 0. ]]) """ selfJoin = False if tsB is None: selfJoin = True tsB = tsA query = tsA[idx : (idx + m)] n = len(tsB) distanceProfile = mass(query, tsB) if selfJoin: trivialMatchRange = (max(0, idxToProcess - m / 2), min(idxToProcess + m / 2 + 1, len(tsB))) distanceProfile[trivialMatchRange[0] : trivialMatchRange[1]] = np.inf return (distanceProfile, np.full(n - m + 1, idx, dtype = float)) if __name__ == "__main__": import doctest doctest.testmod()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 5 ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 💡 Suggestions: Add closing quote at line 5
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,690
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nfrom util import *\n\ndef naiveDistanceProfile(tsA, idx, m, tsB = None):\n \"\"\"Return the distance profile of query against ts. Use the naive all pairs comparison algorithm.\n\n >>> np.round(naiveDistanceProfile(np.array([0.0, 1.0, -1.0, 0.0]), 0, 4, np.array([-1, 1, 0, 0, -1, 1])), 3)\n array([[ 2. , 2.828, 2. ],\n [ 0. , 0. , 0. ]])\n \"\"\"\n selfJoin = False\n if tsB is None:\n selfJoin = True\n tsB = tsA\n\n query = tsA[idx : (idx + m)]\n distanceProfile = []\n n = len(tsB)\n for i in range(n - m + 1):\n distanceProfile.append(zNormalizedEuclideanDistance(query, tsB[i : i + m]))\n if selfJoin:\n trivialMatchRange = (max(0, idxToProcess - m / 2), min(idxToProcess + m / 2 + 1, len(tsB)))\n distanceProfile[trivialMatchRange[0] : trivialMatchRange[1]] = np.inf\n return (distanceProfile, np.full(n - m + 1, idx, dtype = float))\n\n\ndef stampDistanceProfile(tsA, idx, m, tsB = None):\n \"\"\"\n >>> np.round(stampDistanceProfile(np.array([0.0, 1.0, -1.0, 0.0]), 0, 4, np.array([-1, 1, 0, 0, -1, 1])), 3)\n array([[ 2. , 2.828, 2. ],\n [ 0. , 0. , 0. ]])\n \"\"\"\n selfJoin = False\n if tsB is None:\n selfJoin = True\n tsB = tsA\n\n query = tsA[idx : (idx + m)]\n n = len(tsB)\n distanceProfile = mass(query, tsB)\n if selfJoin:\n trivialMatchRange = (max(0, idxToProcess - m / 2), min(idxToProcess + m / 2 + 1, len(tsB)))\n distanceProfile[trivialMatchRange[0] : trivialMatchRange[1]] = np.inf\n return (distanceProfile, np.full(n - m + 1, idx, dtype = float))\n\nif __name__ == \"__main__\":\n import doctest\n doctest.testmod()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 5\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 5"}]
| false
| null | null | null |
d4f91839d0ba937bffd97ff3a607f1dad1fc55ad
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # encoding: UTF-8 from builtins import str import psutil # import sys # PyQt 4/5 compatibility class MainWindow(QMainWindow): """主窗口""" signalStatusBar = QtCore.pyqtSignal(type(Event())) # ---------------------------------------------------------------------- def __init__(self, mainEngine, eventEngine, app, sheets): """Constructor""" super(MainWindow, self).__init__() self.mainEngine = mainEngine self.eventEngine = eventEngine self.app = app self.sheets = sheets self.widgetDict = {} # 用来保存子窗口的字典 self.initUi() self.eventEngine.register(EVENT_TITLE, self.updateTitle) self.sid = None def updateTitle(self, event): (user, stratid) = event.dict_['data'] #self.setWindowTitle('VnTrader: ' + str(user) + "/" + str(stratid)) self.sid = stratid # ---------------------------------------------------------------------- def initUi(self): """初始化界面""" self.setWindowTitle('VnTrader') self.initCentral() self.initMenu() # self.initStatusBar() def showLogin(self): self.connectQuantOS() # ---------------------------------------------------------------------- def initCentral(self): """初始化中心区域""" widgetTradingW, dockTradingW = self.createDock(wgs.TradingWidget, u'交易', QtCore.Qt.LeftDockWidgetArea) widgetMarketM, dockMarketM = self.createDock(wgs.MarketMonitor, u'行情', QtCore.Qt.RightDockWidgetArea) widgetPositionM, dockPositionM = self.createDock(wgs.PositionMonitor, u'持仓', QtCore.Qt.RightDockWidgetArea) widgetAccountM, dockAccountM = self.createDock(wgs.AccountMonitor, u'资金', QtCore.Qt.BottomDockWidgetArea) widgetContractM, dockContractM = self.createDock(wgs.ContractMonitor, u'合约', QtCore.Qt.BottomDockWidgetArea) widgetLogM, dockLogM = self.createDock(wgs.LogMonitor, u'日志', QtCore.Qt.BottomDockWidgetArea) widgetTradeM, dockTradeM = self.createDock(wgs.TradeMonitor, u'成交', QtCore.Qt.BottomDockWidgetArea) widgetOrderM, dockOrderM = self.createDock(wgs.OrderMonitor, u'委托', QtCore.Qt.BottomDockWidgetArea) self.tabifyDockWidget(dockContractM, dockTradeM) self.tabifyDockWidget(dockTradeM, dockOrderM) self.tabifyDockWidget(dockAccountM, dockLogM) dockOrderM.raise_() dockLogM.raise_() # 连接组件之间的信号 widgetPositionM.itemDoubleClicked.connect(widgetTradingW.closePosition) widgetMarketM.itemDoubleClicked.connect(widgetTradingW.fillSymbol) # ---------------------------------------------------------------------- ... [12 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 75: ... [12 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 14 Unexpected indentation at line 16 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
|
ui
|
debugging
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Pythoncode:Python
| 5
| 1
| 2,827
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# encoding: UTF-8\n\nfrom builtins import str\n\nimport psutil\n\n# import sys\n# PyQt 4/5 compatibility\nclass MainWindow(QMainWindow):\n \"\"\"\u4e3b\u7a97\u53e3\"\"\"\n signalStatusBar = QtCore.pyqtSignal(type(Event()))\n \n # ----------------------------------------------------------------------\n def __init__(self, mainEngine, eventEngine, app, sheets):\n \"\"\"Constructor\"\"\"\n super(MainWindow, self).__init__()\n \n self.mainEngine = mainEngine\n self.eventEngine = eventEngine\n self.app = app\n self.sheets = sheets\n \n self.widgetDict = {} # \u7528\u6765\u4fdd\u5b58\u5b50\u7a97\u53e3\u7684\u5b57\u5178\n \n self.initUi()\n self.eventEngine.register(EVENT_TITLE, self.updateTitle)\n \n self.sid = None\n \n def updateTitle(self, event):\n (user, stratid) = event.dict_['data']\n #self.setWindowTitle('VnTrader: ' + str(user) + \"/\" + str(stratid))\n self.sid = stratid\n \n # ----------------------------------------------------------------------\n def initUi(self):\n \"\"\"\u521d\u59cb\u5316\u754c\u9762\"\"\"\n self.setWindowTitle('VnTrader')\n self.initCentral()\n self.initMenu()\n # self.initStatusBar()\n \n def showLogin(self):\n self.connectQuantOS()\n \n # ----------------------------------------------------------------------\n def initCentral(self):\n \n \"\"\"\u521d\u59cb\u5316\u4e2d\u5fc3\u533a\u57df\"\"\"\n widgetTradingW, dockTradingW = self.createDock(wgs.TradingWidget, u'\u4ea4\u6613', QtCore.Qt.LeftDockWidgetArea)\n \n widgetMarketM, dockMarketM = self.createDock(wgs.MarketMonitor, u'\u884c\u60c5', QtCore.Qt.RightDockWidgetArea)\n widgetPositionM, dockPositionM = self.createDock(wgs.PositionMonitor, u'\u6301\u4ed3', QtCore.Qt.RightDockWidgetArea)\n \n widgetAccountM, dockAccountM = self.createDock(wgs.AccountMonitor, u'\u8d44\u91d1', QtCore.Qt.BottomDockWidgetArea)\n widgetContractM, dockContractM = self.createDock(wgs.ContractMonitor, u'\u5408\u7ea6', QtCore.Qt.BottomDockWidgetArea)\n widgetLogM, dockLogM = self.createDock(wgs.LogMonitor, u'\u65e5\u5fd7', QtCore.Qt.BottomDockWidgetArea)\n \n widgetTradeM, dockTradeM = self.createDock(wgs.TradeMonitor, u'\u6210\u4ea4', QtCore.Qt.BottomDockWidgetArea)\n widgetOrderM, dockOrderM = self.createDock(wgs.OrderMonitor, u'\u59d4\u6258', QtCore.Qt.BottomDockWidgetArea)\n \n self.tabifyDockWidget(dockContractM, dockTradeM)\n self.tabifyDockWidget(dockTradeM, dockOrderM)\n self.tabifyDockWidget(dockAccountM, dockLogM)\n \n dockOrderM.raise_()\n dockLogM.raise_()\n \n # \u8fde\u63a5\u7ec4\u4ef6\u4e4b\u95f4\u7684\u4fe1\u53f7\n widgetPositionM.itemDoubleClicked.connect(widgetTradingW.closePosition)\n widgetMarketM.itemDoubleClicked.connect(widgetTradingW.fillSymbol)\n \n # ----------------------------------------------------------------------\n\n ... [12 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 75: ... [12 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d4fae683109b51c37a205d6ed228be7bbb86f029
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python # coding: utf-8 # In[ ]: import requests import json import re from flask import Flask, request, abort import mysql.connector as mariadb from mysql.connector import Error from linebot import ( def index(): return 'OK!' #line 官方帳號 /callback測試Event @app.route("/callback", methods=['POST']) def callback(): # get X-Line-Signature header value signature = request.headers['X-Line-Signature'] # get request body as text body = request.get_data(as_text=True) app.logger.info("Request body: " + body) # handle webhook body try: handler.handle(body, signature) except InvalidSignatureError: print("Invalid signature. Please check your channel access token/channel secret.") abort(400) return 'OK' #line官方帳號收到訊息時的Event @handler.add(MessageEvent, message=TextMessage) ... [11 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
api
|
refactoring
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Pythoncode:Python
| 2
| 0
| 902
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: utf-8\n\n# In[ ]:\n\n\nimport requests\nimport json\nimport re\nfrom flask import Flask, request, abort\n\nimport mysql.connector as mariadb\nfrom mysql.connector import Error\n\nfrom linebot import (\ndef index():\n return 'OK!'\n\n#line \u5b98\u65b9\u5e33\u865f /callback\u6e2c\u8a66Event\n@app.route(\"/callback\", methods=['POST'])\ndef callback():\n # get X-Line-Signature header value\n signature = request.headers['X-Line-Signature']\n # get request body as text\n body = request.get_data(as_text=True)\n app.logger.info(\"Request body: \" + body)\n\n # handle webhook body\n try:\n handler.handle(body, signature)\n except InvalidSignatureError:\n print(\"Invalid signature. Please check your channel access token/channel secret.\")\n abort(400)\n\n return 'OK'\n\n#line\u5b98\u65b9\u5e33\u865f\u6536\u5230\u8a0a\u606f\u6642\u7684Event\n@handler.add(MessageEvent, message=TextMessage)\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d4fb4e3677b230700c8377c0c0d538eea2ac4e41
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # coding=utf-8 from sfc_models.objects import * from sfc_models.examples.Quick2DPlot import Quick2DPlot register_standard_logs('output', __file__) mod = Model() country = Country(mod, 'CO') Household(country, 'HH') ConsolidatedGovernment(country, 'GOV') FixedMarginBusiness(country, 'BUS', profit_margin=.025) Market(country, 'GOOD') Market(country, 'LAB') TaxFlow(country, 'TAX', taxrate=.2) # At time period 25, cut spending to 17 (from 20) mod.AddExogenous('GOV', 'DEM_GOOD', [20.,]* 25 + [17.,]*20) mod.AddGlobalEquation('DEBT_GDP', 'DEBT-TO-GDP RATIO', '-100.*GOV__F/BUS__SUP_GOOD') mod.AddGlobalEquation('DEFICIT', 'DEFICIT', '-1.*GOV__INC') # Complete this line mod.main() k = mod.GetTimeSeries('k') Rat = mod.GetTimeSeries('DEBT_GDP') Def = mod.GetTimeSeries('GOV__INC') spend = mod.GetTimeSeries('GOV__DEM_GOOD') p = Quick2DPlot([k, k], [spend, Def], title='Spending and Deficit', filename='intro_X_XX_multiplier_deficit.png', run_now=False) p.Legend = ['G', 'Deficit'] p.LegendPos = 'center left' p.DoPlot() Quick2DPlot(k, Rat, title='Debt-to-GDP Ratio', filename='intro_X_XX_multiplier_debt_gdp.png')
|
The missing line is: mod.EquationSolver.MaxTime = 40
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,143
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding=utf-8\nfrom sfc_models.objects import *\nfrom sfc_models.examples.Quick2DPlot import Quick2DPlot\n\n\nregister_standard_logs('output', __file__)\nmod = Model()\ncountry = Country(mod, 'CO')\nHousehold(country, 'HH')\nConsolidatedGovernment(country, 'GOV')\nFixedMarginBusiness(country, 'BUS', profit_margin=.025)\nMarket(country, 'GOOD')\nMarket(country, 'LAB')\nTaxFlow(country, 'TAX', taxrate=.2)\n# At time period 25, cut spending to 17 (from 20)\nmod.AddExogenous('GOV', 'DEM_GOOD', [20.,]* 25 + [17.,]*20)\nmod.AddGlobalEquation('DEBT_GDP', 'DEBT-TO-GDP RATIO', '-100.*GOV__F/BUS__SUP_GOOD')\nmod.AddGlobalEquation('DEFICIT', 'DEFICIT', '-1.*GOV__INC')\n # Complete this line\nmod.main()\nk = mod.GetTimeSeries('k')\n\nRat = mod.GetTimeSeries('DEBT_GDP')\nDef = mod.GetTimeSeries('GOV__INC')\nspend = mod.GetTimeSeries('GOV__DEM_GOOD')\n\np = Quick2DPlot([k, k], [spend, Def], title='Spending and Deficit', filename='intro_X_XX_multiplier_deficit.png',\n run_now=False)\np.Legend = ['G', 'Deficit']\np.LegendPos = 'center left'\np.DoPlot()\nQuick2DPlot(k, Rat, title='Debt-to-GDP Ratio', filename='intro_X_XX_multiplier_debt_gdp.png')"}, {"role": "assistant", "content": "The missing line is:\nmod.EquationSolver.MaxTime = 40"}]
| false
| null | null | null |
d4fd04698f7477aacd1d458ba68e94970c4579ef
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from importlib import import_module from django.conf import settings from django.core.signals import setting_changed def import_callable(path_or_callable): if path_or_callable is None: return None if hasattr(path_or_callable, '__call__'): return path_or_callable else: assert isinstance(path_or_callable, str) package, attr = path_or_callable.rsplit('.', 1) return getattr(import_module(package), attr) class AuthSettings: """ """ def __init__(self, user_settings=None, defaults=None): if user_settings: self._user_settings = user_settings self.defaults = defaults or DEFAULTS self._cached_attrs = set() @property def user_settings(self): if not hasattr(self, '_user_settings'): self._user_settings = getattr(settings, 'AUTH_FRAMEWORK', {}) return self._user_settings @property def username_validators(self): from django.core.exceptions import ImproperlyConfigured from django.contrib.auth import get_user_model validators = self.user_settings.get("SIGNUP_USERNAME_VALIDATORS", None) if validators: ret = [] if not isinstance(validators, list): raise ImproperlyConfigured( "SIGNUP_USERNAME_VALIDATORS is expected to be a list" ) for path in validators: pkg, attr = path.rsplit(".", 1) validator = getattr(import_module(pkg), attr) ret.append(validator()) else: ret = ( get_user_model()._meta.get_field('username').validators ) return ret # Complete this line # Check if present in user settings for key, value in data.items(): data[key] = import_callable(value) return data def __getattr__(self, attr): if attr not in self.defaults: raise AttributeError("Invalid setting: '%s'" % attr) try: # Check if present in user settings val = self.user_settings[attr] if isinstance(val, dict): val = self.defaults[attr].copy() val.update(self.user_settings[attr]) except KeyError: # Fall back to defaults val = self.defaults[attr] if attr == 'SERIALIZERS': val = self.serializers(val) # Cache the result self._cached_attrs.add(attr) setattr(self, attr, val) return val def reload(self): for attr in self._cached_attrs: delattr(self, attr) self._cached_attrs.clear() if hasattr(self, '_user_settings'): delattr(self, '_user_settings') app_settings = AuthSettings(None, DEFAULTS) ... [1 more functiondefs truncated] ...
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The missing line is: def serializers(self, data):
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advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 7
| 1
| 2,881
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom importlib import import_module\n\nfrom django.conf import settings\nfrom django.core.signals import setting_changed\n\ndef import_callable(path_or_callable):\n if path_or_callable is None:\n return None\n if hasattr(path_or_callable, '__call__'):\n return path_or_callable\n else:\n assert isinstance(path_or_callable, str)\n package, attr = path_or_callable.rsplit('.', 1)\n return getattr(import_module(package), attr)\n\n\nclass AuthSettings:\n \"\"\"\n \"\"\"\n def __init__(self, user_settings=None, defaults=None):\n if user_settings:\n self._user_settings = user_settings\n self.defaults = defaults or DEFAULTS\n self._cached_attrs = set()\n\n @property\n def user_settings(self):\n if not hasattr(self, '_user_settings'):\n self._user_settings = getattr(settings, 'AUTH_FRAMEWORK', {})\n return self._user_settings\n\n @property\n def username_validators(self):\n from django.core.exceptions import ImproperlyConfigured\n from django.contrib.auth import get_user_model\n validators = self.user_settings.get(\"SIGNUP_USERNAME_VALIDATORS\", None)\n if validators:\n ret = []\n if not isinstance(validators, list):\n raise ImproperlyConfigured(\n \"SIGNUP_USERNAME_VALIDATORS is expected to be a list\"\n )\n for path in validators:\n pkg, attr = path.rsplit(\".\", 1)\n validator = getattr(import_module(pkg), attr)\n ret.append(validator())\n else:\n ret = (\n get_user_model()._meta.get_field('username').validators\n )\n return ret\n\n # Complete this line\n # Check if present in user settings\n for key, value in data.items():\n data[key] = import_callable(value)\n return data\n\n def __getattr__(self, attr):\n if attr not in self.defaults:\n raise AttributeError(\"Invalid setting: '%s'\" % attr)\n\n try:\n # Check if present in user settings\n val = self.user_settings[attr]\n if isinstance(val, dict):\n val = self.defaults[attr].copy()\n val.update(self.user_settings[attr])\n except KeyError:\n # Fall back to defaults\n val = self.defaults[attr]\n if attr == 'SERIALIZERS':\n val = self.serializers(val)\n # Cache the result\n self._cached_attrs.add(attr)\n setattr(self, attr, val)\n return val\n\n def reload(self):\n for attr in self._cached_attrs:\n delattr(self, attr)\n self._cached_attrs.clear()\n if hasattr(self, '_user_settings'):\n delattr(self, '_user_settings')\n\n\napp_settings = AuthSettings(None, DEFAULTS)\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n def serializers(self, data):"}]
| false
| null | null | null |
d4fe0f781e9f3139abc2757c5c86104cc2181049
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from django.db import models from shorty.manager import UrlManager class Url(models.Model): long_url = models.URLField() short_id = models.SlugField() counter = models.IntegerField(default=0) def __str__(self): return "%s -- %s" % (self.long_url, self.short_id) objects = UrlManager()
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 8 Unexpected indentation at line 9 💡 Suggestions: Add docstring to class 'Url'
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 1
| 1
| 317
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.db import models\n\nfrom shorty.manager import UrlManager\n\n\nclass Url(models.Model):\n long_url = models.URLField()\n short_id = models.SlugField()\n counter = models.IntegerField(default=0)\n\n def __str__(self):\n return \"%s -- %s\" % (self.long_url, self.short_id)\n\n objects = UrlManager()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Url'"}]
| false
| null | null | null |
d4ff76335b31237c5497fc74cfffe7b1e1ab18a8
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code:
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
beginner
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
be0006e92a529db72d1a914a113e9040dbe56c1e
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: tc = int(input()) while tc: tc -= 1 best = 0 # Complete this line for i in range(n): s, r = map(int, input().split()) if x >= s: best = max(best, r) print(best)
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The missing line is: n, x = map(int, input().split())
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intermediate
|
general
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 220
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ntc = int(input())\nwhile tc:\n tc -= 1\n best = 0\n # Complete this line\n for i in range(n):\n s, r = map(int, input().split())\n if x >= s:\n best = max(best, r)\n print(best)"}, {"role": "assistant", "content": "The missing line is:\n n, x = map(int, input().split())"}]
| false
| null | null | null |
be004417db97934b47985fcf6b9c727896247c48
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class TestSQLiteWrapper(PrivexDBTestBase): def test_tables_created(self): w = self.wrp self.assertEqual(w.db, ':memory:') tables = w.list_tables() self.assertIn('users', tables) self.assertIn('items', tables) def test_tables_drop(self): w = self.wrp tables = w.list_tables() self.assertIn('users', tables) self.assertIn('items', tables) w.drop_schemas() tables = w.list_tables() self.assertNotIn('users', tables) self.assertNotIn('items', tables) def test_insert_find_user(self): w = self.wrp w.query_mode = 'flat' res = w.insert_user('John', 'Doe') self.assertEqual(res.rowcount, 1) user = w.find_user(res.lastrowid) self.assertEqual(user[1], 'John') self.assertEqual(user[2], 'Doe') def test_action_update(self): w = self.wrp w.query_mode = 'dict' res = w.insert_user('John', 'Doe') last_id = res.lastrowid rows = w.action("UPDATE users SET last_name = ? WHERE first_name = ?", ['Smith', 'John']) self.assertEqual(rows, 1) john = w.find_user(last_id) self.assertEqual(john['last_name'], 'Smith') def test_find_user_dict_mode(self): w = self.wrp w.query_mode = 'dict' res = w.insert_user('John', 'Doe') self.assertEqual(res.rowcount, 1) user = w.find_user(res.lastrowid) self.assertEqual(user['first_name'], 'John') self.assertEqual(user['last_name'], 'Doe') def test_find_user_nonexistent(self): w = self.wrp user = w.find_user(99) self.assertIsNone(user)
|
def test_get_users_tuple(self): w = self.wrp w.query_mode = 'flat' w.insert_user('John', 'Doe') w.insert_user('Jane', 'Doe') w.insert_user('Dave', 'Johnson') users = list(w.get_users()) self.assertEqual(len(users), 3) self.assertEqual(users[0][1], 'John') self.assertEqual(users[1][1], 'Jane') self.assertEqual(users[1][2], 'Doe') self.assertEqual(users[2][2], 'Johnson') def test_get_users_dict(self): w = self.wrp w.query_mode = 'dict' w.insert_user('John', 'Doe') w.insert_user('Jane', 'Doe') w.insert_user('Dave', 'Johnson') users = list(w.get_users()) self.assertEqual(len(users), 3) self.assertEqual(users[0]['first_name'], 'John') self.assertEqual(users[1]['first_name'], 'Jane') self.assertEqual(users[1]['last_name'], 'Doe') self.assertEqual(users[2]['last_name'], 'Johnson') ... [1 more functiondefs truncated] ...
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advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 8
| 1
| 2,779
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass TestSQLiteWrapper(PrivexDBTestBase):\n \n def test_tables_created(self):\n w = self.wrp\n self.assertEqual(w.db, ':memory:')\n tables = w.list_tables()\n self.assertIn('users', tables)\n self.assertIn('items', tables)\n\n def test_tables_drop(self):\n w = self.wrp\n tables = w.list_tables()\n self.assertIn('users', tables)\n self.assertIn('items', tables)\n \n w.drop_schemas()\n tables = w.list_tables()\n self.assertNotIn('users', tables)\n self.assertNotIn('items', tables)\n \n def test_insert_find_user(self):\n w = self.wrp\n w.query_mode = 'flat'\n res = w.insert_user('John', 'Doe')\n self.assertEqual(res.rowcount, 1)\n user = w.find_user(res.lastrowid)\n self.assertEqual(user[1], 'John')\n self.assertEqual(user[2], 'Doe')\n\n def test_action_update(self):\n w = self.wrp\n w.query_mode = 'dict'\n res = w.insert_user('John', 'Doe')\n last_id = res.lastrowid\n rows = w.action(\"UPDATE users SET last_name = ? WHERE first_name = ?\", ['Smith', 'John'])\n self.assertEqual(rows, 1)\n john = w.find_user(last_id)\n self.assertEqual(john['last_name'], 'Smith')\n\n def test_find_user_dict_mode(self):\n w = self.wrp\n w.query_mode = 'dict'\n res = w.insert_user('John', 'Doe')\n self.assertEqual(res.rowcount, 1)\n user = w.find_user(res.lastrowid)\n self.assertEqual(user['first_name'], 'John')\n self.assertEqual(user['last_name'], 'Doe')\n\n def test_find_user_nonexistent(self):\n w = self.wrp\n user = w.find_user(99)\n self.assertIsNone(user)"}, {"role": "assistant", "content": "\n\n def test_get_users_tuple(self):\n w = self.wrp\n w.query_mode = 'flat'\n w.insert_user('John', 'Doe')\n w.insert_user('Jane', 'Doe')\n w.insert_user('Dave', 'Johnson')\n \n users = list(w.get_users())\n self.assertEqual(len(users), 3)\n self.assertEqual(users[0][1], 'John')\n \n self.assertEqual(users[1][1], 'Jane')\n self.assertEqual(users[1][2], 'Doe')\n \n self.assertEqual(users[2][2], 'Johnson')\n\n def test_get_users_dict(self):\n w = self.wrp\n w.query_mode = 'dict'\n \n w.insert_user('John', 'Doe')\n w.insert_user('Jane', 'Doe')\n w.insert_user('Dave', 'Johnson')\n \n users = list(w.get_users())\n self.assertEqual(len(users), 3)\n self.assertEqual(users[0]['first_name'], 'John')\n \n self.assertEqual(users[1]['first_name'], 'Jane')\n self.assertEqual(users[1]['last_name'], 'Doe')\n \n self.assertEqual(users[2]['last_name'], 'Johnson')\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
be0099fd02ee40c6a15038fa8158d18b025dd23d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2013-2020 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import * ... [3 more classdefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 10: ... [3 more classdefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
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machine_learning
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debugging
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Pythoncode:Python
| 0
| 0
| 264
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2013-2020 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack import *\n\n\n\n ... [3 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 10: ... [3 more classdefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
be00d24937df6595d3c59f1ae767515161b8f7ef
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from typing import Any, Text, Dict, List, Union from rasa_sdk import Action, Tracker from rasa_sdk.executor import CollectingDispatcher from rasa_sdk.forms import FormAction from rasa_sdk.events import UserUtteranceReverted, UserUttered, FollowupAction # from rasa_core.events import (UserUtteranceReverted, UserUttered, # ActionExecuted, Event) from rasa_sdk.events import AllSlotsReset, SlotSet from rasa.core.constants import REQUESTED_SLOT from rasa.core.slots import Slot import pandas as pd import json from actionserver.utils import utilities as util from actionserver.controllers.faqs.faq import FAQ from actionserver.controllers.constants.orderForm import * import logging from actionserver.utils.utilities import INVALID_VALUE def query_back(dispatcher): dispatcher.utter_message("Going back to queries!!!") greet_utter = UserUttered(text="/greet", parse_data={ "intent": {"confidence": 1.0, "name": "greet"}, "entities": [] }) query_utter = UserUttered(text="/query_init", parse_data={ "intent": {"confidence": 1.0, "name": "query_init"}, "entities": [] }) return [ # Complete this line FollowupAction(name="utter_greet"), query_utter, FollowupAction(name="utter_query_type") ] def greet_back(dispatcher): dispatcher.utter_message("Going back!!!") dispatcher.utter_message(json_message = { "platform":"whatsapp", "payload":"text", "text":"Welcome back to Frendy Shopping" }); return [UserUttered(text="/greet", parse_data={ "intent": {"confidence": 1.0, "name": "greet"}, "entities": [] }), FollowupAction(name="utter_greet")] class FeedbackForm(FormAction): def name(self): return "feedback_form" @staticmethod def required_slots(tracker): if tracker.get_slot("rating"): return ["rating", "feedback_text"] else: return ["rating"] def slot_mappings(self) -> Dict[Text, Union[Dict, List[Dict]]]: """A dictionary to map required slots to - an extracted entity - intent: value pairs - a whole message or a list of them, where a first match will be picked""" # return {"rating": [self.from_entity("rating"),self.from_entity("any_thing")],"feedback_text": [self.from_entity(entity="any_thing"),self.from_entity(entity="navigation")]} return {"rating": [self.from_entity("rating"), self.from_text()], "feedback_text": [self.from_text(), self.from_entity(entity="navigation")]} ... [3 more functiondefs truncated] ...
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The missing line is: greet_utter,
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 5
| 1
| 2,651
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom typing import Any, Text, Dict, List, Union\nfrom rasa_sdk import Action, Tracker\nfrom rasa_sdk.executor import CollectingDispatcher\nfrom rasa_sdk.forms import FormAction\nfrom rasa_sdk.events import UserUtteranceReverted, UserUttered, FollowupAction\n# from rasa_core.events import (UserUtteranceReverted, UserUttered,\n# ActionExecuted, Event)\nfrom rasa_sdk.events import AllSlotsReset, SlotSet\nfrom rasa.core.constants import REQUESTED_SLOT\nfrom rasa.core.slots import Slot\nimport pandas as pd\nimport json\nfrom actionserver.utils import utilities as util\nfrom actionserver.controllers.faqs.faq import FAQ\nfrom actionserver.controllers.constants.orderForm import *\nimport logging\nfrom actionserver.utils.utilities import INVALID_VALUE\n\ndef query_back(dispatcher):\n dispatcher.utter_message(\"Going back to queries!!!\")\n greet_utter = UserUttered(text=\"/greet\", parse_data={\n \"intent\": {\"confidence\": 1.0, \"name\": \"greet\"},\n \"entities\": []\n })\n\n query_utter = UserUttered(text=\"/query_init\", parse_data={\n \"intent\": {\"confidence\": 1.0, \"name\": \"query_init\"},\n \"entities\": []\n })\n\n return [\n # Complete this line\n FollowupAction(name=\"utter_greet\"),\n query_utter,\n FollowupAction(name=\"utter_query_type\")\n ]\n\n\ndef greet_back(dispatcher):\n dispatcher.utter_message(\"Going back!!!\")\n dispatcher.utter_message(json_message = {\n \"platform\":\"whatsapp\",\n \"payload\":\"text\",\n \"text\":\"Welcome back to Frendy Shopping\"\n });\n return [UserUttered(text=\"/greet\", parse_data={\n \"intent\": {\"confidence\": 1.0, \"name\": \"greet\"},\n \"entities\": []\n }), FollowupAction(name=\"utter_greet\")]\n\n\nclass FeedbackForm(FormAction):\n\n def name(self):\n return \"feedback_form\"\n\n @staticmethod\n def required_slots(tracker):\n if tracker.get_slot(\"rating\"):\n return [\"rating\", \"feedback_text\"]\n else:\n return [\"rating\"]\n\n def slot_mappings(self) -> Dict[Text, Union[Dict, List[Dict]]]:\n \"\"\"A dictionary to map required slots to\n - an extracted entity\n - intent: value pairs\n - a whole message\n or a list of them, where a first match will be picked\"\"\"\n # return {\"rating\": [self.from_entity(\"rating\"),self.from_entity(\"any_thing\")],\"feedback_text\": [self.from_entity(entity=\"any_thing\"),self.from_entity(entity=\"navigation\")]}\n return {\"rating\": [self.from_entity(\"rating\"), self.from_text()], \"feedback_text\": [self.from_text(), self.from_entity(entity=\"navigation\")]}\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n greet_utter,"}]
| false
| null | null | null |
be011eb0f4bc43a928140f63592325792f0414b5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import plotly.graph_objs as go class GraphsHelper: template = "plotly_dark" ''' Generate a plot for a timeseries ''' def generate_timeseries_plot(self, dataframe): pressure_plots = [] for sensor in ["p1", "p2", "p3"]:
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Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 6 • Block at line 11 has no body - expected indented block • IndentationError at line 11 Fix: Add body to For block or use 'pass' statement
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advanced
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oop
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error_detection
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Pythoncode:Python
| 1
| 1
| 255
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport plotly.graph_objs as go\n\nclass GraphsHelper:\n template = \"plotly_dark\"\n\n '''\n Generate a plot for a timeseries\n '''\n def generate_timeseries_plot(self, dataframe):\n pressure_plots = []\n for sensor in [\"p1\", \"p2\", \"p3\"]:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 6\n \u2022 Block at line 11 has no body - expected indented block\n \u2022 IndentationError at line 11\n\n Fix: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
be01c82117aa2911b241e39136b462d24502c315
|
TheStack--python--000.parquet
|
Fill in the in 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 .resource import Resource class AppServiceCertificateResource(Resource): """Key Vault container ARM resource for a certificate that is purchased through Azure. Variables are only populated by the server, and will be ignored when sending a request. All required parameters must be populated in order to send to Azure. :ivar id: Resource Id. :vartype id: str :ivar name: Resource Name. :vartype name: str :param kind: Kind of resource. :type kind: str :param location: Required. Resource Location. :type location: str :ivar type: Resource type. :vartype type: str :param tags: Resource tags. :type tags: dict[str, str] :param key_vault_id: Key Vault resource Id. :type key_vault_id: str # Complete this line :type key_vault_secret_name: str :ivar provisioning_state: Status of the Key Vault secret. Possible values include: 'Initialized', 'WaitingOnCertificateOrder', 'Succeeded', 'CertificateOrderFailed', 'OperationNotPermittedOnKeyVault', 'AzureServiceUnauthorizedToAccessKeyVault', 'KeyVaultDoesNotExist', 'KeyVaultSecretDoesNotExist', 'UnknownError', 'ExternalPrivateKey', 'Unknown' :vartype provisioning_state: str or ~azure.mgmt.web.models.KeyVaultSecretStatus """ _validation = { 'id': {'readonly': True}, 'name': {'readonly': True}, 'location': {'required': True}, 'type': {'readonly': True}, 'provisioning_state': {'readonly': True}, } _attribute_map = { 'id': {'key': 'id', 'type': 'str'}, 'name': {'key': 'name', 'type': 'str'}, 'kind': {'key': 'kind', 'type': 'str'}, 'location': {'key': 'location', 'type': 'str'}, 'type': {'key': 'type', 'type': 'str'}, 'tags': {'key': 'tags', 'type': '{str}'}, 'key_vault_id': {'key': 'properties.keyVaultId', 'type': 'str'}, 'key_vault_secret_name': {'key': 'properties.keyVaultSecretName', 'type': 'str'}, 'provisioning_state': {'key': 'properties.provisioningState', 'type': 'KeyVaultSecretStatus'}, } def __init__(self, **kwargs): super(AppServiceCertificateResource, self).__init__(**kwargs) self.key_vault_id = kwargs.get('key_vault_id', None) self.key_vault_secret_name = kwargs.get('key_vault_secret_name', None) self.provisioning_state = None
|
The missing line is: :param key_vault_secret_name: Key Vault secret name.
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 1
| 1
| 2,909
| true
|
[{"role": "user", "content": "Fill in the in 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 .resource import Resource\n\n\nclass AppServiceCertificateResource(Resource):\n \"\"\"Key Vault container ARM resource for a certificate that is purchased\n through Azure.\n\n Variables are only populated by the server, and will be ignored when\n sending a request.\n\n All required parameters must be populated in order to send to Azure.\n\n :ivar id: Resource Id.\n :vartype id: str\n :ivar name: Resource Name.\n :vartype name: str\n :param kind: Kind of resource.\n :type kind: str\n :param location: Required. Resource Location.\n :type location: str\n :ivar type: Resource type.\n :vartype type: str\n :param tags: Resource tags.\n :type tags: dict[str, str]\n :param key_vault_id: Key Vault resource Id.\n :type key_vault_id: str\n # Complete this line\n :type key_vault_secret_name: str\n :ivar provisioning_state: Status of the Key Vault secret. Possible values\n include: 'Initialized', 'WaitingOnCertificateOrder', 'Succeeded',\n 'CertificateOrderFailed', 'OperationNotPermittedOnKeyVault',\n 'AzureServiceUnauthorizedToAccessKeyVault', 'KeyVaultDoesNotExist',\n 'KeyVaultSecretDoesNotExist', 'UnknownError', 'ExternalPrivateKey',\n 'Unknown'\n :vartype provisioning_state: str or\n ~azure.mgmt.web.models.KeyVaultSecretStatus\n \"\"\"\n\n _validation = {\n 'id': {'readonly': True},\n 'name': {'readonly': True},\n 'location': {'required': True},\n 'type': {'readonly': True},\n 'provisioning_state': {'readonly': True},\n }\n\n _attribute_map = {\n 'id': {'key': 'id', 'type': 'str'},\n 'name': {'key': 'name', 'type': 'str'},\n 'kind': {'key': 'kind', 'type': 'str'},\n 'location': {'key': 'location', 'type': 'str'},\n 'type': {'key': 'type', 'type': 'str'},\n 'tags': {'key': 'tags', 'type': '{str}'},\n 'key_vault_id': {'key': 'properties.keyVaultId', 'type': 'str'},\n 'key_vault_secret_name': {'key': 'properties.keyVaultSecretName', 'type': 'str'},\n 'provisioning_state': {'key': 'properties.provisioningState', 'type': 'KeyVaultSecretStatus'},\n }\n\n def __init__(self, **kwargs):\n super(AppServiceCertificateResource, self).__init__(**kwargs)\n self.key_vault_id = kwargs.get('key_vault_id', None)\n self.key_vault_secret_name = kwargs.get('key_vault_secret_name', None)\n self.provisioning_state = None"}, {"role": "assistant", "content": "The missing line is:\n :param key_vault_secret_name: Key Vault secret name."}]
| false
| null | null | null |
be01e27689f95fbc7033b6a5da2ab015674dada0
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class AddStickerToSetRequest(TLRequest): CONSTRUCTOR_ID = 0x8653febe SUBCLASS_OF_ID = 0x9b704a5a def __init__(self, stickerset, sticker): """ :param TypeInputStickerSet stickerset: :param TypeInputStickerSetItem sticker: :returns messages.StickerSet: Instance of StickerSet. """ self.stickerset = stickerset # type: TypeInputStickerSet self.sticker = sticker # type: TypeInputStickerSetItem def to_dict(self): return { '_': 'AddStickerToSetRequest', 'stickerset': None if self.stickerset is None else self.stickerset.to_dict(), 'sticker': None if self.sticker is None else self.sticker.to_dict() } def __bytes__(self): return b''.join(( b'\xbe\xfeS\x86', bytes(self.stickerset), bytes(self.sticker), )) @classmethod def from_reader(cls, reader): _stickerset = reader.tgread_object() _sticker = reader.tgread_object() return cls(stickerset=_stickerset, sticker=_sticker) class ChangeStickerPositionRequest(TLRequest): CONSTRUCTOR_ID = 0xffb6d4ca SUBCLASS_OF_ID = 0x9b704a5a def __init__(self, sticker, position): """ :param TypeInputDocument sticker: :param int position: :returns messages.StickerSet: Instance of StickerSet. """ self.sticker = sticker # type: TypeInputDocument self.position = position # type: int def to_dict(self): return { '_': 'ChangeStickerPositionRequest', 'sticker': None if self.sticker is None else self.sticker.to_dict(), 'position': self.position } def __bytes__(self): return b''.join(( b'\xca\xd4\xb6\xff', bytes(self.sticker), struct.pack('<i', self.position), )) @classmethod def from_reader(cls, reader): _sticker = reader.tgread_object() _position = reader.read_int() return cls(sticker=_sticker, position=_position) class CreateStickerSetRequest(TLRequest): CONSTRUCTOR_ID = 0x9bd86e6a SUBCLASS_OF_ID = 0x9b704a5a ... [9 more functiondefs truncated] ...
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Functions: __init__, to_dict, __bytes__, from_reader, __init__ Classes: AddStickerToSetRequest, ChangeStickerPositionRequest, CreateStickerSetRequest This code demonstrates Pythoncode:Python programming.
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advanced
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testing
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code_explanation
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Pythoncode:Python
| 8
| 3
| 2,247
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass AddStickerToSetRequest(TLRequest):\n CONSTRUCTOR_ID = 0x8653febe\n SUBCLASS_OF_ID = 0x9b704a5a\n\n def __init__(self, stickerset, sticker):\n \"\"\"\n :param TypeInputStickerSet stickerset:\n :param TypeInputStickerSetItem sticker:\n\n :returns messages.StickerSet: Instance of StickerSet.\n \"\"\"\n self.stickerset = stickerset # type: TypeInputStickerSet\n self.sticker = sticker # type: TypeInputStickerSetItem\n\n def to_dict(self):\n return {\n '_': 'AddStickerToSetRequest',\n 'stickerset': None if self.stickerset is None else self.stickerset.to_dict(),\n 'sticker': None if self.sticker is None else self.sticker.to_dict()\n }\n\n def __bytes__(self):\n return b''.join((\n b'\\xbe\\xfeS\\x86',\n bytes(self.stickerset),\n bytes(self.sticker),\n ))\n\n @classmethod\n def from_reader(cls, reader):\n _stickerset = reader.tgread_object()\n _sticker = reader.tgread_object()\n return cls(stickerset=_stickerset, sticker=_sticker)\n\n\nclass ChangeStickerPositionRequest(TLRequest):\n CONSTRUCTOR_ID = 0xffb6d4ca\n SUBCLASS_OF_ID = 0x9b704a5a\n\n def __init__(self, sticker, position):\n \"\"\"\n :param TypeInputDocument sticker:\n :param int position:\n\n :returns messages.StickerSet: Instance of StickerSet.\n \"\"\"\n self.sticker = sticker # type: TypeInputDocument\n self.position = position # type: int\n\n def to_dict(self):\n return {\n '_': 'ChangeStickerPositionRequest',\n 'sticker': None if self.sticker is None else self.sticker.to_dict(),\n 'position': self.position\n }\n\n def __bytes__(self):\n return b''.join((\n b'\\xca\\xd4\\xb6\\xff',\n bytes(self.sticker),\n struct.pack('<i', self.position),\n ))\n\n @classmethod\n def from_reader(cls, reader):\n _sticker = reader.tgread_object()\n _position = reader.read_int()\n return cls(sticker=_sticker, position=_position)\n\n\nclass CreateStickerSetRequest(TLRequest):\n CONSTRUCTOR_ID = 0x9bd86e6a\n SUBCLASS_OF_ID = 0x9b704a5a\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, to_dict, __bytes__, from_reader, __init__\n Classes: AddStickerToSetRequest, ChangeStickerPositionRequest, CreateStickerSetRequest\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
be0243ad78899348119ce102fbea0418e12871e2
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import KratosMultiphysics import KratosMultiphysics.KratosUnittest as UnitTest import KratosMultiphysics.ChimeraApplication from KratosMultiphysics.ChimeraApplication.fluid_chimera_analysis import FluidChimeraAnalysis class ChimeraAnalysisBaseTest(UnitTest.TestCase):
|
def setUp(self): # Set to true to get post-process files for the test self.print_output = False ... [1 more functiondefs truncated] ...
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intermediate
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testing
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code_completion
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Pythoncode:Python
| 1
| 1
| 434
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport KratosMultiphysics\nimport KratosMultiphysics.KratosUnittest as UnitTest\nimport KratosMultiphysics.ChimeraApplication\nfrom KratosMultiphysics.ChimeraApplication.fluid_chimera_analysis import FluidChimeraAnalysis\n\nclass ChimeraAnalysisBaseTest(UnitTest.TestCase):"}, {"role": "assistant", "content": "\n def setUp(self):\n # Set to true to get post-process files for the test\n self.print_output = False\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
be035d1ced1e70706ec7a59e81ecf6539a9f044b
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import urllib.request import xml.etree.ElementTree class RSS10Parser: def __init__(self, url: str) -> None: self.url = url def getlist(self) -> list[dict[str, str]]: ENTRY = r"{http://www.w3.org/2005/Atom}" MEDIA = r"{http://search.yahoo.com/mrss/}" YOUTUBE = r"{http://www.youtube.com/xml/schemas/2015}" result = [] with urllib.request.urlopen(self.url) as res: data = xml.etree.ElementTree.fromstring(res.read())
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Fix: Complete the function 'getlist' body and add missing return
|
advanced
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api
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error_detection
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Pythoncode:Python
| 2
| 1
| 450
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport urllib.request\nimport xml.etree.ElementTree\n\nclass RSS10Parser:\n def __init__(self, url: str) -> None:\n self.url = url\n\n def getlist(self) -> list[dict[str, str]]:\n ENTRY = r\"{http://www.w3.org/2005/Atom}\"\n MEDIA = r\"{http://search.yahoo.com/mrss/}\"\n YOUTUBE = r\"{http://www.youtube.com/xml/schemas/2015}\"\n result = []\n with urllib.request.urlopen(self.url) as res:\n data = xml.etree.ElementTree.fromstring(res.read())"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Fix: Complete the function 'getlist' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
be045e37a15278ad4b76fd0b0f607b024e9f6bee
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import math,time,random import pepper_interface IP = "192.168.0.147" PORT = 9559 simulation = False with pepper_interface.get(IP,PORT,simulation) as pepper: time.sleep(1.0) values,time_stamp = pepper.laser.get() print
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print "Front" print values["Front"] print print "Left" print values["Left"] print print "Right" print values["Right"] print
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intermediate
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general
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code_completion
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Pythoncode:Python
| 0
| 0
| 403
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport math,time,random\nimport pepper_interface\n\nIP = \"192.168.0.147\"\nPORT = 9559\nsimulation = False\n\n\n\nwith pepper_interface.get(IP,PORT,simulation) as pepper:\n\n time.sleep(1.0)\n\n values,time_stamp = pepper.laser.get()\n\n print"}, {"role": "assistant", "content": "\n print \"Front\"\n print values[\"Front\"]\n print\n print \"Left\"\n print values[\"Left\"]\n print\n print \"Right\"\n print values[\"Right\"]\n print"}]
| false
| null | null | null |
be04a0613039c84ca76bcc0ca57e9da1601cdaf5
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Importar a classe da língua inglesa (English) e criar um objeto nlp from ____ import ____ nlp = ____ # Processar o texto doc = ____("I like tree kangaroos and narwhals.") # Selecionar o primeiro token first_token = doc[____] # Imprimir o texto do primeito token print(first_token.____
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 12 - expected ')' • SyntaxError: '(' was never closed at line 12 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
oop
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 290
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Importar a classe da l\u00edngua inglesa (English) e criar um objeto nlp\nfrom ____ import ____\nnlp = ____\n\n# Processar o texto\ndoc = ____(\"I like tree kangaroos and narwhals.\")\n\n# Selecionar o primeiro token\nfirst_token = doc[____]\n\n# Imprimir o texto do primeito token\nprint(first_token.____"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 12 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 12\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
be04c82cd5f62929d01752841a8ec17a1254d468
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from tests.integration.create_token import create_token from tests.integration.integration_test_case import IntegrationTestCase class TestHappyPath(IntegrationTestCase): def test_happy_path_203(self): self.happy_path('0203', '1')
|
def test_happy_path_205(self): self.happy_path('0205', '1') ... [1 more functiondefs truncated] ...
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 366
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom tests.integration.create_token import create_token\nfrom tests.integration.integration_test_case import IntegrationTestCase\n\n\nclass TestHappyPath(IntegrationTestCase):\n\n def test_happy_path_203(self):\n self.happy_path('0203', '1')"}, {"role": "assistant", "content": "\n\n def test_happy_path_205(self):\n self.happy_path('0205', '1')\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
be04f5e587c1b673bb12feefbad95d55e8558e6e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # coding=utf-8 # Copyright 2021 The Fairseq Authors and the HuggingFace Inc. team. 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. ... [91 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 16: ... [91 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 698
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2021 The Fairseq Authors and the HuggingFace Inc. team. 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 ... [91 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 16: ... [91 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
be0508937eb9d9d5130de65137f4cd2a7335c162
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # 6.00 Problem Set 2 # # Hangman # Name : Solutions # Collaborators : <your collaborators> # Time spent : <total time> # ----------------------------------- # Helper code # You don't need to understand this helper code, # but you will have to know how to use the functions import random import string WORDLIST_FILENAME = "words.txt" def load_words(): """ Returns a list of valid words. Words are strings of lowercase letters. Depending on the size of the word list, this function may take a while to finish. """ print "Loading word list from file..." # inFile: file inFile = open(WORDLIST_FILENAME, 'r', 0) # line: string line = inFile.readline() # wordlist: list of strings wordlist = string.split(line) print " ", len(wordlist), "words loaded." return wordlist
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 11 • SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 26 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 842
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# 6.00 Problem Set 2\n# \n# Hangman\n# Name : Solutions\n# Collaborators : <your collaborators>\n# Time spent : <total time>\n\n\n# -----------------------------------\n# Helper code\n# You don't need to understand this helper code,\n# but you will have to know how to use the functions\n\nimport random\nimport string\n\nWORDLIST_FILENAME = \"words.txt\"\n\ndef load_words():\n \"\"\"\n Returns a list of valid words. Words are strings of lowercase letters.\n \n Depending on the size of the word list, this function may\n take a while to finish.\n \"\"\"\n print \"Loading word list from file...\"\n # inFile: file\n inFile = open(WORDLIST_FILENAME, 'r', 0)\n # line: string\n line = inFile.readline()\n # wordlist: list of strings\n wordlist = string.split(line)\n print \" \", len(wordlist), \"words loaded.\"\n return wordlist"}, {"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 11\n \u2022 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 26\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be05301485051b024d0504eecb5189daad437a58
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: ''' Created by auto_sdk on 2016.04.13 ''' from top.api.base import RestApi class FenxiaoR
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 1 • SyntaxError: expected ':' at line 5 Fix: Close the string literal with matching quote
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 89
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n'''\nCreated by auto_sdk on 2016.04.13\n'''\nfrom top.api.base import RestApi\nclass FenxiaoR"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 SyntaxError: expected ':' at line 5\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
be05ff012f40e6f5a4b594110683f58699e3309e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2021 Sony Corporation. # Copyright 2021 Sony Group Corporation. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def get_args(batch_size=8, image_size=256, max_iter=100000): """ Get command line arguments. Arguments set the default values of command line arguments. """ import argparse
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 18 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 817
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2021 Sony Corporation.\n# Copyright 2021 Sony Group Corporation.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\ndef get_args(batch_size=8, image_size=256, max_iter=100000):\n \"\"\"\n Get command line arguments.\n\n Arguments set the default values of command line arguments.\n \"\"\"\n import argparse"}, {"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 18\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be071e34802c8618edb66a1241ddd2e7d443b843
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python from __future__ import print_function # READ #### f = open("my_file.txt") print("\nLoop directly over file") print("-" * 60) for line in f: print(line.strip()) print("-" * 60) f.seek(0) my_content = f.readlines() print("\nUse readlines method") print("-" * 60) for line in my_content: print(line.strip()) print("-" * 60) f.seek(0) my_content = f.read() print("\nUse read + splitlines") print("-" * 60) for line in my_content.splitlines(): print(line) print("-" * 60) f.close() with open("my_file.txt") as f: print("\nUse with and loop over file") print("-" * 60) for line in f: print(line.strip()) print("-" * 60) # WRITE #### print("\nWriting file.") f = open("new_file.txt", "w") f.write("
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 40 • Unclosed '(' at line 40 - expected ')' • Unterminated string literal at line 40 Fix: Close the string literal with matching quote
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 755
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\nfrom __future__ import print_function\n\n# READ ####\nf = open(\"my_file.txt\")\nprint(\"\\nLoop directly over file\")\nprint(\"-\" * 60)\nfor line in f:\n print(line.strip())\nprint(\"-\" * 60)\n\nf.seek(0)\nmy_content = f.readlines()\nprint(\"\\nUse readlines method\")\nprint(\"-\" * 60)\nfor line in my_content:\n print(line.strip())\nprint(\"-\" * 60)\n\nf.seek(0)\nmy_content = f.read()\nprint(\"\\nUse read + splitlines\")\nprint(\"-\" * 60)\nfor line in my_content.splitlines():\n print(line)\nprint(\"-\" * 60)\nf.close()\n\nwith open(\"my_file.txt\") as f:\n print(\"\\nUse with and loop over file\")\n print(\"-\" * 60)\n for line in f:\n print(line.strip())\n print(\"-\" * 60)\n\n\n# WRITE ####\nprint(\"\\nWriting file.\")\nf = open(\"new_file.txt\", \"w\")\nf.write(\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 40\n \u2022 Unclosed '(' at line 40 - expected ')'\n \u2022 Unterminated string literal at line 40\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
be077745c0ef294c19a02fb08ff66ab17f79fb99
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import uuid from typing import List, Dict, Any import unittest from selfhost_client import SelfHostClient, DatasetType class TestIntegrationDatasetsClient(unittest.TestCase): """ Run these tests individually because Self-Host will return HTTP 429 Too Many Requests otherwise. """ @classmethod def setUpClass(cls) -> None: cls.client: SelfHostClient = SelfHostClient( base_url='http://127.0.0.1:8080', username='test', password='root' ) cls.unique_name: str = str(uuid.uuid4()) cls.created_dataset: DatasetType = cls.client.create_dataset( name=cls.unique_name, dataset_format='ini', content='aGVsbG8sIHdvcmxkIQ==', tags=['test_tag'] ) @classmethod def tearDownClass(cls) -> None: cls.client.delete_dataset(cls.created_dataset['uuid']) def test_get_datasets(self) -> None: params: Dict[str, int] = { 'limit': 20, 'offset': 0 } datasets: List[DatasetType] = self.client.get_datasets(**params) self.assertIsNotNone(datasets) def test_create_and_delete_dataset(self) -> None: # Create and delete happens in setup and teardown methods. self.assertEqual(self.created_dataset['name'], self.unique_name) def test_get_dataset(self) -> None: fetched_dataset: DatasetType = self.client.get_dataset(self.created_dataset['uuid']) self.assertEqual(fetched_dataset['name'], self.created_dataset['name']) def test_update_dataset(self -> None: self.client.update_dataset( dataset_uuid=self.created_dataset['uuid'], name=f'{self.created_dataset["name"]} Updated', dataset_format='json', tags=['updated'] ) fetched_dataset: DatasetType = self.client.get_dataset(self.created_dataset['uuid']) self.assertEqual(fetched_dataset['name'], f'{self.created_dataset["name"]} Updated') self.assertEqual(fetched_dataset['format'], 'json') self.assertEqual(fetched_dataset['tags'], ['updated']) def test_get_dataset_raw_content(self) -> None: fetched_content: Any = self.client.get_dataset_raw_content(self.created_dataset['uuid']) self.assertIsNotNone(fetched_content)
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 10 • Unclosed '(' at line 49 - expected ')' • Invalid syntax at line 49: def test_update_dataset(self -> None: Fixes: • Add closing quote at line 10 • Add closing ')' bracket • Review syntax near the error location
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 7
| 1
| 2,331
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport uuid\nfrom typing import List, Dict, Any\n\nimport unittest\n\nfrom selfhost_client import SelfHostClient, DatasetType\n\n\nclass TestIntegrationDatasetsClient(unittest.TestCase):\n \"\"\"\n Run these tests individually because Self-Host will return HTTP 429 Too Many Requests otherwise.\n \"\"\"\n\n @classmethod\n def setUpClass(cls) -> None:\n cls.client: SelfHostClient = SelfHostClient(\n base_url='http://127.0.0.1:8080',\n username='test',\n password='root'\n )\n cls.unique_name: str = str(uuid.uuid4())\n cls.created_dataset: DatasetType = cls.client.create_dataset(\n name=cls.unique_name,\n dataset_format='ini',\n content='aGVsbG8sIHdvcmxkIQ==',\n tags=['test_tag']\n )\n\n @classmethod\n def tearDownClass(cls) -> None:\n cls.client.delete_dataset(cls.created_dataset['uuid'])\n\n def test_get_datasets(self) -> None:\n params: Dict[str, int] = {\n 'limit': 20,\n 'offset': 0\n }\n datasets: List[DatasetType] = self.client.get_datasets(**params)\n self.assertIsNotNone(datasets)\n\n def test_create_and_delete_dataset(self) -> None:\n # Create and delete happens in setup and teardown methods.\n self.assertEqual(self.created_dataset['name'], self.unique_name)\n\n def test_get_dataset(self) -> None:\n fetched_dataset: DatasetType = self.client.get_dataset(self.created_dataset['uuid'])\n self.assertEqual(fetched_dataset['name'], self.created_dataset['name'])\n\n def test_update_dataset(self -> None:\n self.client.update_dataset(\n dataset_uuid=self.created_dataset['uuid'],\n name=f'{self.created_dataset[\"name\"]} Updated',\n dataset_format='json',\n tags=['updated']\n )\n fetched_dataset: DatasetType = self.client.get_dataset(self.created_dataset['uuid'])\n self.assertEqual(fetched_dataset['name'], f'{self.created_dataset[\"name\"]} Updated')\n self.assertEqual(fetched_dataset['format'], 'json')\n self.assertEqual(fetched_dataset['tags'], ['updated'])\n\n def test_get_dataset_raw_content(self) -> None:\n fetched_content: Any = self.client.get_dataset_raw_content(self.created_dataset['uuid'])\n self.assertIsNotNone(fetched_content)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 10\n \u2022 Unclosed '(' at line 49 - expected ')'\n \u2022 Invalid syntax at line 49: def test_update_dataset(self -> None:\n\n\n Fixes:\n \u2022 Add closing quote at line 10\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
be09ed482ae6fd03e6f106d0795f2a118eb2425c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from setuptools import setup, find_packages setup( name="soccergen", version="0.1", packages=find_packages(), # Project uses reStructuredText, so ensure that the docutils get # installed or upgraded on the target machine install_requires=["gfootball>=2.8",], # metadata to display on PyPI # Complete this line author_email="xenopoulos@nyu.edu", description="Soccer trajectory and event data generation", keywords="soccer data-generation foootball", url="https://github.com/pnxenopoulos/soccer-data-gen", # project home page, if any project_urls={ "Issues": "https://github.com/pnxenopoulos/soccer-data-gen/issues", "Documentation": "https://github.com/pnxenopoulos/soccer-data-gen/csgo/", "Github": "https://github.com/pnxenopoulos/soccer-data-gen/csgo/", }, classifiers=["License :: OSI Approved :: MIT License"], )
|
The missing line is: author="Peter Xenopoulos",
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 909
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom setuptools import setup, find_packages\n\nsetup(\n name=\"soccergen\",\n version=\"0.1\",\n packages=find_packages(),\n # Project uses reStructuredText, so ensure that the docutils get\n # installed or upgraded on the target machine\n install_requires=[\"gfootball>=2.8\",],\n # metadata to display on PyPI\n # Complete this line\n author_email=\"xenopoulos@nyu.edu\",\n description=\"Soccer trajectory and event data generation\",\n keywords=\"soccer data-generation foootball\",\n url=\"https://github.com/pnxenopoulos/soccer-data-gen\", # project home page, if any\n project_urls={\n \"Issues\": \"https://github.com/pnxenopoulos/soccer-data-gen/issues\",\n \"Documentation\": \"https://github.com/pnxenopoulos/soccer-data-gen/csgo/\",\n \"Github\": \"https://github.com/pnxenopoulos/soccer-data-gen/csgo/\",\n },\n classifiers=[\"License :: OSI Approved :: MIT License\"],\n)"}, {"role": "assistant", "content": "The missing line is:\n author=\"Peter Xenopoulos\","}]
| false
| null | null | null |
be09ff199c76d0416c7ca2377918a44850900a71
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from itertools import product from unittest.mock import patch import pytest import numpy as np import pandas as pd from pandas.util.testing import assert_frame_equal from sm.engine.annotation.fdr import FDR, run_fdr_ranking from sm.engine.formula_parser import format_modifiers def test_fdr_decoy_adduct_selection_saves_corr(): fdr = FDR( fdr_config=FDR_CONFIG, chem_mods=[], neutral_losses=[], target_adducts=['+H', '+K', '[M]+'], analysis_version=1, ) exp_target_decoy_df = pd.DataFrame( [ ('H2O', '+H', '+He'), ('H2O', '+H', '+Li'), ('H2O', '+K', '+He'), ('H2O', '+K', '+Li'), ('H2O', '', '+He'), ('H2O', '', '+Li'), ], columns=['formula', 'tm', 'dm'], ) fdr.decoy_adducts_selection(target_formulas=['H2O']) assert_frame_equal( fdr.td_df.sort_values(by=['formula', 'tm', 'dm']).reset_index(drop=True), exp ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: ) @pytest.mark.parametrize('analysis_version,expected_fdrs', [(1, [0.2, 0.8]), (3, [1 / 4, 2 / 3])]) def test_estimate_fdr_returns_correct_df(analysis_version, expected_fdrs):
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 0
| 990
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom itertools import product\nfrom unittest.mock import patch\nimport pytest\n\nimport numpy as np\nimport pandas as pd\nfrom pandas.util.testing import assert_frame_equal\n\nfrom sm.engine.annotation.fdr import FDR, run_fdr_ranking\nfrom sm.engine.formula_parser import format_modifiers\n\ndef test_fdr_decoy_adduct_selection_saves_corr():\n fdr = FDR(\n fdr_config=FDR_CONFIG,\n chem_mods=[],\n neutral_losses=[],\n target_adducts=['+H', '+K', '[M]+'],\n analysis_version=1,\n )\n\n exp_target_decoy_df = pd.DataFrame(\n [\n ('H2O', '+H', '+He'),\n ('H2O', '+H', '+Li'),\n ('H2O', '+K', '+He'),\n ('H2O', '+K', '+Li'),\n ('H2O', '', '+He'),\n ('H2O', '', '+Li'),\n ],\n columns=['formula', 'tm', 'dm'],\n )\n\n fdr.decoy_adducts_selection(target_formulas=['H2O'])\n\n assert_frame_equal(\n fdr.td_df.sort_values(by=['formula', 'tm', 'dm']).reset_index(drop=True),\n exp\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\n\n@pytest.mark.parametrize('analysis_version,expected_fdrs', [(1, [0.2, 0.8]), (3, [1 / 4, 2 / 3])])\ndef test_estimate_fdr_returns_correct_df(analysis_version, expected_fdrs):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be0a74b4d28b5ee5afbbd8993134c1568bbdff10
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import math import numpy as np import pandas as pd def fixed_time_horizon(df, column='close', lookback=20): """ Fixed-time Horizon As it relates to finance, virtually all ML papers label observations using the fixed-time horizon method. Fixed-time horizon is presented as one of the main procedures to label data when it comes to processing financial time series for machine learning. Parameters ---------- df: pd.DataFrame column: str Choose from "open", "high", "low", and "close." lookahead: str The number of days to look ahead. References ---------- 1. https://mlfinlab.readthedocs.io/en/latest/labeling/labeling_fixed_time_horizon.html 2. https://arxiv.org/pdf/1603.08604.pdf 3. https://quantdare.com/4-simple-ways-to-label-financial-data-for-m
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 7 • SyntaxError: unterminated triple-quoted string literal (detected at line 25) at line 7 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 831
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport math\nimport numpy as np\nimport pandas as pd\n\n\ndef fixed_time_horizon(df, column='close', lookback=20):\n \"\"\"\n Fixed-time Horizon\n As it relates to finance, virtually all ML papers label observations using the fixed-time horizon method.\n Fixed-time horizon is presented as one of the main procedures to label data when it comes to processing \n financial time series for machine learning.\n\n Parameters\n ----------\n df: pd.DataFrame\n column: str\n Choose from \"open\", \"high\", \"low\", and \"close.\"\n lookahead: str\n The number of days to look ahead.\n\n References\n ----------\n 1. https://mlfinlab.readthedocs.io/en/latest/labeling/labeling_fixed_time_horizon.html\n 2. https://arxiv.org/pdf/1603.08604.pdf\n 3. https://quantdare.com/4-simple-ways-to-label-financial-data-for-m"}, {"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 7\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 25) at line 7\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be0c9d39fc49b73642a31f8fb89de4fff31f8d63
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from __future__ import absolute_import import hashlib import logging import os from django.utils.encoding import smart_str from common.conf.settings import TEMPORARY_DIRECTORY from common.utils import fs_cleanup from .exceptions import OfficeConversionError, UnknownFileFormat from .literals import (DEFAULT_PAGE_NUMBER, def cache_cleanup(input_filepath, *args, **kwargs): try: os.remove(create_image_cache_filename(input_filepath, *args, **kwargs)) except OSError: pass def create_image_cache_filename(input_filepath, *args, **kwargs): if input_filepath: hash_value = HASH_FUNCTION(u''.join([HASH_FUNCTION(smart_str(input_filepath)), unicode(args), unicode(kwargs)])) return os.path.join(TEMPORARY_DIRECTORY, hash_value) else: return None def convert(input_filepath, output_filepath=None, cleanup_files=False, mimetype=None, *args, **kwargs): size = kwargs.get('size') file_format = kwargs.get('file_format', DEFAULT_FILE_FORMAT) zoom = kwargs.get('zoom', DEFAULT_ZOOM_LEVEL) rotation = kwargs.get('rotation', DEFAULT_ROTATION) page = kwargs.get('page', DEFAULT_PAGE_NUMBER) transformations = kwargs.get('transformations', []) if transformations is None: transformations = [] if output_filepath is None: output_filepath = create_image_cache_filename(input_filepath, *args, **kwargs) if os.path.exists(output_filepath): return output_filepath if office_converter: try: office_converter.convert(input_filepath, mimetype=mimetype) if office_converter.exists: input_filepath = office_converter.output_filepath mimetype = 'application/pdf' else: # Recycle the already detected mimetype mimetype = office_converter.mimetype # Complete this line except OfficeConversionError: raise UnknownFileFormat('office converter exception') if size: transformations.append( { 'transformation': TRANSFORMATION_RESIZE, 'arguments': dict(zip([u'width', u'height'], size.split(DIMENSION_SEPARATOR))) } ) if zoom != 100: transformations.append( { 'transformation': TRANSFORMATION_ZOOM, 'arguments': {'percent': zoom} } ) if rotation != 0 and rotation != 360: transformations.append( { 'transformation': TRANSFORMATION_ROTATE, 'arguments': {'degrees': rotation} } ) try: backend.convert_file(input_filepath=input_filepath, output_filepath=output_filepath, transformations=transformations, page=page, file_format=file_format, mimetype=mimetype) finally: if cleanup_files: fs_cleanup(input_filepath) return output_filepath ... [3 more functiondefs truncated] ...
|
The missing line is:
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 2,960
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nimport hashlib\nimport logging\nimport os\n\nfrom django.utils.encoding import smart_str\n\nfrom common.conf.settings import TEMPORARY_DIRECTORY\nfrom common.utils import fs_cleanup\n\nfrom .exceptions import OfficeConversionError, UnknownFileFormat\nfrom .literals import (DEFAULT_PAGE_NUMBER,\ndef cache_cleanup(input_filepath, *args, **kwargs):\n try:\n os.remove(create_image_cache_filename(input_filepath, *args, **kwargs))\n except OSError:\n pass\n\n\ndef create_image_cache_filename(input_filepath, *args, **kwargs):\n if input_filepath:\n hash_value = HASH_FUNCTION(u''.join([HASH_FUNCTION(smart_str(input_filepath)), unicode(args), unicode(kwargs)]))\n return os.path.join(TEMPORARY_DIRECTORY, hash_value)\n else:\n return None\n\n\ndef convert(input_filepath, output_filepath=None, cleanup_files=False, mimetype=None, *args, **kwargs):\n size = kwargs.get('size')\n file_format = kwargs.get('file_format', DEFAULT_FILE_FORMAT)\n zoom = kwargs.get('zoom', DEFAULT_ZOOM_LEVEL)\n rotation = kwargs.get('rotation', DEFAULT_ROTATION)\n page = kwargs.get('page', DEFAULT_PAGE_NUMBER)\n transformations = kwargs.get('transformations', [])\n\n if transformations is None:\n transformations = []\n\n if output_filepath is None:\n output_filepath = create_image_cache_filename(input_filepath, *args, **kwargs)\n\n if os.path.exists(output_filepath):\n return output_filepath\n\n if office_converter:\n try:\n office_converter.convert(input_filepath, mimetype=mimetype)\n if office_converter.exists:\n input_filepath = office_converter.output_filepath\n mimetype = 'application/pdf'\n else:\n # Recycle the already detected mimetype\n mimetype = office_converter.mimetype\n # Complete this line\n except OfficeConversionError:\n raise UnknownFileFormat('office converter exception')\n\n if size:\n transformations.append(\n {\n 'transformation': TRANSFORMATION_RESIZE,\n 'arguments': dict(zip([u'width', u'height'], size.split(DIMENSION_SEPARATOR)))\n }\n )\n\n if zoom != 100:\n transformations.append(\n {\n 'transformation': TRANSFORMATION_ZOOM,\n 'arguments': {'percent': zoom}\n }\n )\n\n if rotation != 0 and rotation != 360:\n transformations.append(\n {\n 'transformation': TRANSFORMATION_ROTATE,\n 'arguments': {'degrees': rotation}\n }\n )\n\n try:\n backend.convert_file(input_filepath=input_filepath, output_filepath=output_filepath, transformations=transformations, page=page, file_format=file_format, mimetype=mimetype)\n finally:\n if cleanup_files:\n fs_cleanup(input_filepath)\n\n return output_filepath\n\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
be0d1242d33adfcfc290ba70e3637aa993c895e3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import numpy as np import pandas as pd import matplotlib.pyplot as plt import utils def plot_data(x_mat, y, db_x, db_y): plt.figure() plt.title('Data') admitted = (y == 1).flatten() rejected = (y == 0).flatten() # plot decision boundary plt.plot(db_x, db_y) # plot admitted plt.scatter(x_mat[admitted, 0], x_mat[admitted, 1], color='blue', marker='+') # plot rejected plt.scatter(x_mat[rejected, 0], x_mat[rejected, 1], edgecolors='red', facecolors='none', marker='o') plt.xlabel('exam 1 score') plt.ylabel('exam 2 score') plt.legend(['boundary', 'admitted', 'rejected']) def main(): print('Loading dataset...') # data is: exam 1 score, exam 2 score, bool whether admitted frame = pd.read_csv('ex2data1.csv', header=None) data = frame.values x_mat = data[:, 0:2] # exam scores y = data[:, 2:3] # admitted or not # normalize input (input has large values which causes sigmoid to always be 1 or 0) x_mean = np.mean(x_mat, axis=0) x_std = np.std(x_mat, axis=0) x_norm = (x_mat - x_mean) / x_std # add intercept x_norm = np.insert(x_norm, 0, 1, axis=1) # Learn model print('starting to learn...') (loss, reg_loss, theta) = utils.learn(x_norm, y, 5000, 0.1) print('Final loss %s' % loss[-1]) print('Final theta \n%s' % theta) # predict for student joe = np.array([[45, 85]]) joe_norm = (joe - x_mean) / x_std joe_norm = np.insert(joe_norm, 0, 1, axis=1) p = utils.sigmoid(joe_norm.dot(theta)) print('Student with grades %s and %s has admission probability: %s' % (45, 85, p[0, 0])) # Predict on train set prediction = (utils.sigmoid(x_norm.dot(theta)) >= 0.5) actual = (y == 1) predict_success = np.sum(prediction == actual) print('Model evaluation on training set has success of %s/%s' % (predict_success, y.shape[0])) # calc decision boundary # The decision boundary is the threshold line that separates true/false predictions, # this means that on this line the prediction is exactly 0.5, meaning: # p = sigmoid(x_mat.dot(theta)) = 0.5 ====> x_mat.dot(theta) = 0 # so our line equation is: theta0 + theta1*x1 + theta2*x2 = 0 # x2 = -theta0 / theta2 - (theta1/theta2)*x1 theta = theta.flatten() # calc 2 points on the line plot_x = np.array([np.min(x_norm[:, 1]), np.max(x_norm[:, 1])]) plot_y = -1 * (theta[0] / theta[2]) - (theta[1] / theta[2]) * plot_x # denormalize the points plot_x = plot_x * x_std[0] + x_mean[0] plot_y = plot_y * x_std[1] + x_mean[1] plot_data(x_mat, y, plot_x, plot_y) utils.plot_loss(loss) plt.show() if __name__ == '__main__': main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 2,798
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\r\nimport pandas as pd\r\nimport matplotlib.pyplot as plt\r\nimport utils\r\n\r\n\r\ndef plot_data(x_mat, y, db_x, db_y):\r\n plt.figure()\r\n plt.title('Data')\r\n admitted = (y == 1).flatten()\r\n rejected = (y == 0).flatten()\r\n\r\n # plot decision boundary\r\n plt.plot(db_x, db_y)\r\n\r\n # plot admitted\r\n plt.scatter(x_mat[admitted, 0], x_mat[admitted, 1], color='blue', marker='+')\r\n\r\n # plot rejected\r\n plt.scatter(x_mat[rejected, 0], x_mat[rejected, 1], edgecolors='red', facecolors='none', marker='o')\r\n\r\n plt.xlabel('exam 1 score')\r\n plt.ylabel('exam 2 score')\r\n plt.legend(['boundary', 'admitted', 'rejected'])\r\n\r\n\r\ndef main():\r\n print('Loading dataset...')\r\n # data is: exam 1 score, exam 2 score, bool whether admitted\r\n frame = pd.read_csv('ex2data1.csv', header=None)\r\n data = frame.values\r\n x_mat = data[:, 0:2] # exam scores\r\n y = data[:, 2:3] # admitted or not\r\n\r\n # normalize input (input has large values which causes sigmoid to always be 1 or 0)\r\n x_mean = np.mean(x_mat, axis=0)\r\n x_std = np.std(x_mat, axis=0)\r\n x_norm = (x_mat - x_mean) / x_std\r\n\r\n # add intercept\r\n x_norm = np.insert(x_norm, 0, 1, axis=1)\r\n\r\n # Learn model\r\n print('starting to learn...')\r\n (loss, reg_loss, theta) = utils.learn(x_norm, y, 5000, 0.1)\r\n print('Final loss %s' % loss[-1])\r\n print('Final theta \\n%s' % theta)\r\n\r\n # predict for student\r\n joe = np.array([[45, 85]])\r\n joe_norm = (joe - x_mean) / x_std\r\n joe_norm = np.insert(joe_norm, 0, 1, axis=1)\r\n p = utils.sigmoid(joe_norm.dot(theta))\r\n print('Student with grades %s and %s has admission probability: %s' % (45, 85, p[0, 0]))\r\n\r\n # Predict on train set\r\n prediction = (utils.sigmoid(x_norm.dot(theta)) >= 0.5)\r\n actual = (y == 1)\r\n predict_success = np.sum(prediction == actual)\r\n print('Model evaluation on training set has success of %s/%s' % (predict_success, y.shape[0]))\r\n\r\n # calc decision boundary\r\n # The decision boundary is the threshold line that separates true/false predictions,\r\n # this means that on this line the prediction is exactly 0.5, meaning:\r\n # p = sigmoid(x_mat.dot(theta)) = 0.5 ====> x_mat.dot(theta) = 0\r\n # so our line equation is: theta0 + theta1*x1 + theta2*x2 = 0\r\n # x2 = -theta0 / theta2 - (theta1/theta2)*x1\r\n theta = theta.flatten()\r\n\r\n # calc 2 points on the line\r\n plot_x = np.array([np.min(x_norm[:, 1]), np.max(x_norm[:, 1])])\r\n plot_y = -1 * (theta[0] / theta[2]) - (theta[1] / theta[2]) * plot_x\r\n\r\n # denormalize the points\r\n plot_x = plot_x * x_std[0] + x_mean[0]\r\n plot_y = plot_y * x_std[1] + x_mean[1]\r\n\r\n plot_data(x_mat, y, plot_x, plot_y)\r\n utils.plot_loss(loss)\r\n\r\n plt.show()\r\n\r\n\r\nif __name__ == '__main__':\r\n main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
be0d8286d98d561dd73b8ad4757e80b16c93f068
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import functools from collections import OrderedDict from typing import Any, Callable, Dict, List, Mapping, Sequence, Tuple, Union, cast import torch from ignite.engine import Engine, EventEnum, Events from ignite.handlers.timing import Timer class BasicTimeProfiler: """ BasicTimeProfiler can be used to profile the handlers, events, data loading and data processing times. Examples: .. code-block:: python from ignite.handlers import BasicTimeProfiler trainer = Engine(train_updater) # Create an object of the profiler and attach an engine to it profiler = BasicTimeProfiler() profiler.attach(trainer) @trainer.on(Events.EPOCH_COMPLETED) def log_intermediate_results(): profiler.print_results(profiler.get_results()) trainer.run(dataloader, max_epochs=3) profiler.write_results('path_to_dir/time_profiling.csv') .. versionadded:: 0.4.6 """ events_to_ignore = [ Events.EXCEPTION_RAISED, Events.TERMINATE, Events.TERMINATE_SINGLE_EPOCH, Events.DATALOADER_STOP_ITERATION, ] def __init__(self) -> None: self._dataflow_timer = Timer() self._processing_timer = Timer() self._event_handlers_timer = Timer()
|
self.dataflow_times = torch.zeros(1) self.processing_times = torch.zeros(1) self.event_handlers_times = {} # type: Dict[EventEnum, torch.Tensor] self._events = [ Events.EPOCH_STARTED, Events.EPOCH_COMPLETED, Events.ITERATION_STARTED, Events.ITERATION_COMPLETED, Events.GET_BATCH_STARTED, Events.GET_BATCH_COMPLETED, Events.COMPLETED, ] self._fmethods = [ self._as_first_epoch_started, self._as_first_epoch_completed, self._as_first_iter_started, self._as_first_iter_completed, self._as_first_get_batch_started, self._as_first_get_batch_completed, self._as_first_completed, ] self._lmethods = [ self._as_last_epoch_started, self._as_last_epoch_completed, self._as_last_iter_started, self._as_last_iter_completed, self._as_last_get_batch_started, self._as_last_get_batch_completed, self._as_last_completed, ] ... [42 more functiondefs truncated] ...
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 2,523
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport functools\nfrom collections import OrderedDict\nfrom typing import Any, Callable, Dict, List, Mapping, Sequence, Tuple, Union, cast\n\nimport torch\n\nfrom ignite.engine import Engine, EventEnum, Events\nfrom ignite.handlers.timing import Timer\n\n\nclass BasicTimeProfiler:\n \"\"\"\n BasicTimeProfiler can be used to profile the handlers,\n events, data loading and data processing times.\n\n Examples:\n .. code-block:: python\n\n from ignite.handlers import BasicTimeProfiler\n\n trainer = Engine(train_updater)\n\n # Create an object of the profiler and attach an engine to it\n profiler = BasicTimeProfiler()\n profiler.attach(trainer)\n\n @trainer.on(Events.EPOCH_COMPLETED)\n def log_intermediate_results():\n profiler.print_results(profiler.get_results())\n\n trainer.run(dataloader, max_epochs=3)\n\n profiler.write_results('path_to_dir/time_profiling.csv')\n\n .. versionadded:: 0.4.6\n \"\"\"\n\n events_to_ignore = [\n Events.EXCEPTION_RAISED,\n Events.TERMINATE,\n Events.TERMINATE_SINGLE_EPOCH,\n Events.DATALOADER_STOP_ITERATION,\n ]\n\n def __init__(self) -> None:\n self._dataflow_timer = Timer()\n self._processing_timer = Timer()\n self._event_handlers_timer = Timer()"}, {"role": "assistant", "content": "\n self.dataflow_times = torch.zeros(1)\n self.processing_times = torch.zeros(1)\n self.event_handlers_times = {} # type: Dict[EventEnum, torch.Tensor]\n\n self._events = [\n Events.EPOCH_STARTED,\n Events.EPOCH_COMPLETED,\n Events.ITERATION_STARTED,\n Events.ITERATION_COMPLETED,\n Events.GET_BATCH_STARTED,\n Events.GET_BATCH_COMPLETED,\n Events.COMPLETED,\n ]\n self._fmethods = [\n self._as_first_epoch_started,\n self._as_first_epoch_completed,\n self._as_first_iter_started,\n self._as_first_iter_completed,\n self._as_first_get_batch_started,\n self._as_first_get_batch_completed,\n self._as_first_completed,\n ]\n self._lmethods = [\n self._as_last_epoch_started,\n self._as_last_epoch_completed,\n self._as_last_iter_started,\n self._as_last_iter_completed,\n self._as_last_get_batch_started,\n self._as_last_get_batch_completed,\n self._as_last_completed,\n ]\n\n\n ... [42 more functiondefs truncated] ..."}]
| false
| null | null | null |
be0d8c6e88406117103733f22d2fc8dd5f14eae8
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: class PriceMatrix: # Note This matrix is square # since we want to do arbitrage and find cycles... df: pd.DataFrame # we also need to be careful that only one writer can modify data at a time... wlock: asyncio.Lock assets: typing.Optional[Assets] def __init__(self, assets: typing.Union[Assets, typing.Iterable[Asset]]): self.wlock = asyncio.Lock() if isinstance(assets, Assets): assets = [a for a in assets.values()] self.df = pd.DataFrame(data={c.restname: {c.restname: None for c in assets} for c in assets}, columns=[c.restname for c in assets], dtype='float64') self.assets = None async def __call__(self, base: Asset, ask_price: Decimal, quote: Asset, bid_price: Decimal, fee_pct: Decimal): if self.assets is None: # retrieve assets for filtering calls params, only once. self.assets = await client.retrieve_assets() async with self.wlock: # careful with concurrent control. if not isinstance(base, Asset): base = self.assets[base].restname if not isinstance(quote, Asset): quote = self.assets[quote].restname # These are done with decimal, but stored as numpy floats for faster compute self.df[quote][base] = bid_price * ((100 - fee_pct) /100) # bid price to get: quote_curr -- (buy_price - fee) --> base_curr self.df[base][quote] = ((100 - fee_pct)/100) / ask_price # ask price to get: base_curr -- (sell_price - fee) --> quote_curr # Complete this line if item not in self.df.columns: raise KeyError(f"{item} not found") if item not in self.df: return pd.Series(dtype=pd.dtype('decimal')) return self.df[item] def __len__(self): return len(self.df.columns) def __str__(self): return self.df.to_string() def neglog(self): if not self.assets: return False newpm = PriceMatrix(assets=[self.assets[c] for c in self.df.columns]) # copy all values and take -log() for c in self.df.columns: # TODO : fix this : is it on row, or columns ? which is best ?? newpm.df[c] = np.negative(np.log(self.df[c])) return newpm def to_graph(self): G = nx.from_pandas_adjacency(self.df, create_using=nx.DiGraph) # from bokeh.io import output_file, show # from bokeh.plotting import figure, from_networkx # # plot = figure(title="Networkx Integration Demonstration", x_range=(-1.1, 1.1), y_range=(-1.1, 1.1), # tools="", toolbar_location=None) # # graph = from_networkx(G, nx.spring_layout, scale=2, center=(0, 0)) # plot.renderers.append(graph) # # output_file("networkx_graph.html") # show(plot) return G ... [2 more functiondefs truncated] ...
|
The missing line is: def __getitem__(self, item):
|
advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 1
| 2,939
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass PriceMatrix:\n # Note This matrix is square\n # since we want to do arbitrage and find cycles...\n df: pd.DataFrame\n # we also need to be careful that only one writer can modify data at a time...\n wlock: asyncio.Lock\n\n assets: typing.Optional[Assets]\n\n def __init__(self, assets: typing.Union[Assets, typing.Iterable[Asset]]):\n self.wlock = asyncio.Lock()\n if isinstance(assets, Assets):\n assets = [a for a in assets.values()]\n self.df = pd.DataFrame(data={c.restname: {c.restname: None for c in assets} for c in assets}, columns=[c.restname for c in assets], dtype='float64')\n self.assets = None\n\n async def __call__(self, base: Asset, ask_price: Decimal, quote: Asset, bid_price: Decimal, fee_pct: Decimal):\n if self.assets is None: # retrieve assets for filtering calls params, only once.\n self.assets = await client.retrieve_assets()\n async with self.wlock: # careful with concurrent control.\n if not isinstance(base, Asset):\n base = self.assets[base].restname\n if not isinstance(quote, Asset):\n quote = self.assets[quote].restname\n # These are done with decimal, but stored as numpy floats for faster compute\n self.df[quote][base] = bid_price * ((100 - fee_pct) /100) # bid price to get: quote_curr -- (buy_price - fee) --> base_curr\n self.df[base][quote] = ((100 - fee_pct)/100) / ask_price # ask price to get: base_curr -- (sell_price - fee) --> quote_curr\n\n # Complete this line\n if item not in self.df.columns:\n raise KeyError(f\"{item} not found\")\n if item not in self.df:\n return pd.Series(dtype=pd.dtype('decimal'))\n return self.df[item]\n\n def __len__(self):\n return len(self.df.columns)\n\n def __str__(self):\n return self.df.to_string()\n\n def neglog(self):\n if not self.assets:\n return False\n newpm = PriceMatrix(assets=[self.assets[c] for c in self.df.columns])\n # copy all values and take -log()\n for c in self.df.columns:\n # TODO : fix this : is it on row, or columns ? which is best ??\n newpm.df[c] = np.negative(np.log(self.df[c]))\n return newpm\n\n def to_graph(self):\n G = nx.from_pandas_adjacency(self.df, create_using=nx.DiGraph)\n\n # from bokeh.io import output_file, show\n # from bokeh.plotting import figure, from_networkx\n #\n # plot = figure(title=\"Networkx Integration Demonstration\", x_range=(-1.1, 1.1), y_range=(-1.1, 1.1),\n # tools=\"\", toolbar_location=None)\n #\n # graph = from_networkx(G, nx.spring_layout, scale=2, center=(0, 0))\n # plot.renderers.append(graph)\n #\n # output_file(\"networkx_graph.html\")\n # show(plot)\n\n return G\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n def __getitem__(self, item):"}]
| false
| null | null | null |
be0e7ba87c886d267ec11352e01c184c5af3e8dc
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # # Copyright (c) 2020, Andrey "Limych" Khrolenok <andrey@khrolenok.ru> # Creative Commons BY-NC-SA 4.0 International Public License # (see LICENSE.md or https://creativecommo Error: SyntaxError / EOF
|
Fixed Code: # # Copyright (c) 2020, Andrey "Limych" Khrolenok <andrey@khrolenok.ru> # Creative Commons BY-NC-SA 4.0 International Public License # (see LICENSE.md or https://creativecommons.org/licenses/by-nc-sa/4.0/) # """ The Snowtire binary sensor. For more details about this platform, please refer to the documentation at Explanation: Complete the truncated code structure
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 178
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#\n# Copyright (c) 2020, Andrey \"Limych\" Khrolenok <andrey@khrolenok.ru>\n# Creative Commons BY-NC-SA 4.0 International Public License\n# (see LICENSE.md or https://creativecommo\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#\n# Copyright (c) 2020, Andrey \"Limych\" Khrolenok <andrey@khrolenok.ru>\n# Creative Commons BY-NC-SA 4.0 International Public License\n# (see LICENSE.md or https://creativecommons.org/licenses/by-nc-sa/4.0/)\n#\n\"\"\"\nThe Snowtire binary sensor.\n\nFor more details about this platform, please refer to the documentation at\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be0fe0b9b27dc32e6433b7115d2cc69a3736598b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from __future__ import (division) from pomegranate import * from pomegranate.io import DataGenerator from pomegranate.io import DataFrameGenerator from nose.tools import with_setup from nose.tools import assert_almost_equal from nose.tools import assert_equal from nose.tools import assert_not_equal from nose.tools import assert_less_equal from nose.tools import assert_raises from nose.tools import assert_true from numpy.testing import assert_array_almost_equal import pandas import random import pickle import numpy as np def setup_multivariate_gaussian(): mu, cov = [0, 0, 0], numpy.eye(3) d1 = MultivariateGaussianDistribution(mu, cov) mu, cov = [2, 2, 2], numpy.eye(3) d2 = MultivariateGaussianDistribution(mu, cov) global model model = BayesClassifier([d1, d2]) global X X = numpy.array([[ 0.3, 0.5, 0.1], [ 0.8, 1.4, 0.5], [ 1.4, 2.6, 1.8], [ 4.2, 3.3, 3.7], [ 2.6, 3.6, 3.3], [ 3.1, 2.2, 1.7], [ 1.8, 2.2, 1.8], [-1.2, -1.8, -1.5], [-1.8, 0.3, 0.5], [ 0.7, -1.3, -0.1]]) global y y = [0, 0, 0, 1, 1, 1, 1, 0, 0, 0] global X_nan X_nan = numpy.array([[ 0.3, nan, 0.1], [ nan, 1.4, nan], [ 1.4, 2.6, nan], [ nan, nan, nan], [ nan, 3.6, 3.3], [ 3.1, nan, 1.7], [ nan, nan, 1.8], [-1.2, -1.8, -1.5], [ nan, 0.3, 0.5], [ nan, -1.3, nan]]) def setup_multivariate_mixed(): mu, cov = [0, 0, 0], numpy.eye(3) d1 = MultivariateGaussianDistribution(mu, cov) d21 = ExponentialDistribution(5) d22 = LogNormalDistribution(0.2, 0.8) d23 = PoissonDistribution(3) d2 = IndependentComponentsDistribution([d21, d22, d23]) global model model = BayesClassifier([d1, d2]) global X X = numpy.array([[ 0.3, 0.5, 0.1], [ 0.8, 1.4, 0.5], [ 1.4, 2.6, 1.8], [ 4.2, 3.3, 3.7], [ 2.6, 3.6, 3.3], [ 3.1, 2.2, 1.7], [ 1.8, 2.2, 1.8], [ 1.2, 1.8, 1.5], [ 1.8, 0.3, 0.5], [ 0.7, 1.3, 0.1]]) global y y = [0, 0, 0, 1, 1, 1, 1, 0, 0, 0] global X_nan X_nan = numpy.array([[ 0.3, nan, 0.1], [ nan, 1.4, nan], [ 1.4, 2.6, nan], [ nan, nan, nan], [ nan, 3.6, 3.3], [ 3.1, nan, 1.7], [ nan, nan, 1.8], [ 1.2, 1.8, 1.5], [ nan, 0.3, 0.5], [ nan, 1.3, nan]]) ... [42 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 100: ... [42 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 23 Unexpected indentation at line 26 Unexpected indentation at line 29 Unexpected indentation at line 32 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 2,458
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom __future__ import (division)\n\nfrom pomegranate import *\nfrom pomegranate.io import DataGenerator\nfrom pomegranate.io import DataFrameGenerator\n\nfrom nose.tools import with_setup\nfrom nose.tools import assert_almost_equal\nfrom nose.tools import assert_equal\nfrom nose.tools import assert_not_equal\nfrom nose.tools import assert_less_equal\nfrom nose.tools import assert_raises\nfrom nose.tools import assert_true\nfrom numpy.testing import assert_array_almost_equal\n\nimport pandas\nimport random\nimport pickle\nimport numpy as np\n\ndef setup_multivariate_gaussian():\n\tmu, cov = [0, 0, 0], numpy.eye(3)\n\td1 = MultivariateGaussianDistribution(mu, cov)\n\n\tmu, cov = [2, 2, 2], numpy.eye(3)\n\td2 = MultivariateGaussianDistribution(mu, cov)\n\n\tglobal model\n\tmodel = BayesClassifier([d1, d2])\n\n\tglobal X\n\tX = numpy.array([[ 0.3, 0.5, 0.1],\n\t\t\t\t\t [ 0.8, 1.4, 0.5],\n\t\t\t\t\t [ 1.4, 2.6, 1.8],\n\t\t\t\t\t [ 4.2, 3.3, 3.7],\n\t\t\t\t\t [ 2.6, 3.6, 3.3],\n\t\t\t\t\t [ 3.1, 2.2, 1.7],\n\t\t\t\t\t [ 1.8, 2.2, 1.8],\n\t\t\t\t\t [-1.2, -1.8, -1.5],\n\t\t\t\t\t [-1.8, 0.3, 0.5],\n\t\t\t\t\t [ 0.7, -1.3, -0.1]])\n\n\tglobal y\n\ty = [0, 0, 0, 1, 1, 1, 1, 0, 0, 0]\n\n\tglobal X_nan\n\tX_nan = numpy.array([[ 0.3, nan, 0.1],\n\t\t \t\t\t [ nan, 1.4, nan],\n\t\t\t \t\t [ 1.4, 2.6, nan],\n\t\t\t\t \t [ nan, nan, nan],\n\t\t\t\t\t [ nan, 3.6, 3.3],\n\t\t\t\t\t [ 3.1, nan, 1.7],\n\t\t\t\t\t\t [ nan, nan, 1.8],\n\t\t\t\t\t\t [-1.2, -1.8, -1.5],\n\t\t\t\t\t\t [ nan, 0.3, 0.5],\n\t\t\t\t\t\t [ nan, -1.3, nan]])\n\n\ndef setup_multivariate_mixed():\n\tmu, cov = [0, 0, 0], numpy.eye(3)\n\td1 = MultivariateGaussianDistribution(mu, cov)\n\n\td21 = ExponentialDistribution(5)\n\td22 = LogNormalDistribution(0.2, 0.8)\n\td23 = PoissonDistribution(3)\n\td2 = IndependentComponentsDistribution([d21, d22, d23])\n\n\tglobal model\n\tmodel = BayesClassifier([d1, d2])\n\n\tglobal X\n\tX = numpy.array([[ 0.3, 0.5, 0.1],\n\t\t\t\t\t [ 0.8, 1.4, 0.5],\n\t\t\t\t\t [ 1.4, 2.6, 1.8],\n\t\t\t\t\t [ 4.2, 3.3, 3.7],\n\t\t\t\t\t [ 2.6, 3.6, 3.3],\n\t\t\t\t\t [ 3.1, 2.2, 1.7],\n\t\t\t\t\t [ 1.8, 2.2, 1.8],\n\t\t\t\t\t [ 1.2, 1.8, 1.5],\n\t\t\t\t\t [ 1.8, 0.3, 0.5],\n\t\t\t\t\t [ 0.7, 1.3, 0.1]])\n\n\tglobal y\n\ty = [0, 0, 0, 1, 1, 1, 1, 0, 0, 0]\n\n\tglobal X_nan\n\tX_nan = numpy.array([[ 0.3, nan, 0.1],\n\t\t \t\t\t [ nan, 1.4, nan],\n\t\t\t \t\t [ 1.4, 2.6, nan],\n\t\t\t\t \t [ nan, nan, nan],\n\t\t\t\t\t [ nan, 3.6, 3.3],\n\t\t\t\t\t [ 3.1, nan, 1.7],\n\t\t\t\t\t\t [ nan, nan, 1.8],\n\t\t\t\t\t\t [ 1.2, 1.8, 1.5],\n\t\t\t\t\t\t [ nan, 0.3, 0.5],\n\t\t\t\t\t\t [ nan, 1.3, nan]])\n\n\n\n ... [42 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 100: ... [42 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 23\n Unexpected indentation at line 26\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
be0fff91b15ea92d0c10da9f061370eeda2b8af8
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #! /usr/bin/python from .solution import Solution try: import gurobipy except ImportError: print("Gurobi not found: error ignored to allow tests") def variable_score_factory(sol: Solution, base_kernel: dict, config: dict): if config.get("VARIABLE_RANKING"): output = VariableRanking(sol, base_kernel) else: output = ReducedCostScoring(sol, base_kernel) return output class AbstactVariableScoring: def __init__(self, solution: Solution, base_kernel: dict): self.score = {k: 0 if base_kernel[k] else v for k, v in solution.vars.items()} def get_value(self, var_name): return self.score[var_name] def success_update_score(self, curr_kernel, curr_bucket): raise NotImplementedError def failure_update_score(self, curr_kernel, curr_bucket): raise NotImplementedError class ReducedCostScoring(AbstactVariableScoring): def success_update_score(self, curr_kernel, curr_bucket): pass def failure_update_score(self, curr_kernel, curr_bucket): pass class VariableRanking(AbstactVariableScoring): def cb_update_score(self, name, value): if value == 0: self.score[name] += 0.1 else: self.score[name] -= 0.1 def success_update_score(self, curr_kernel, curr_bucket): for output in curr_bucket: if curr_kernel[var]: self.score[var] -= 15 else: self.score[var] += 15 def failure_update_score(self, curr_kernel, curr_bucket): for var in curr_bucket: if curr_kernel[var]: self.score[var] += 1 else: self.score[var] -= 1 def callback_factory(scoring: AbstactVariableScoring): if isinstance(scoring, VariableRanking): output = __build_callback__(scoring) else: output = None return output def __build_callback__(scoring): def callback(model, where): if where == gurobipy.GRB.Callback.MIPSOL: for var in model.getVars(): value = model.cbGetSolution(var) scoring.cb_update_score(var.varName, value) return callback
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "output" shadows outer scope Severity: LOW Location: Line 50 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
|
advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 13
| 3
| 2,191
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#! /usr/bin/python\n\nfrom .solution import Solution\n\ntry:\n import gurobipy\nexcept ImportError:\n print(\"Gurobi not found: error ignored to allow tests\")\n\n\ndef variable_score_factory(sol: Solution, base_kernel: dict, config: dict):\n if config.get(\"VARIABLE_RANKING\"):\n output = VariableRanking(sol, base_kernel)\n else:\n output = ReducedCostScoring(sol, base_kernel)\n\n return output\n\n\nclass AbstactVariableScoring:\n def __init__(self, solution: Solution, base_kernel: dict):\n self.score = {k: 0 if base_kernel[k] else v for k, v in solution.vars.items()}\n\n def get_value(self, var_name):\n return self.score[var_name]\n\n def success_update_score(self, curr_kernel, curr_bucket):\n raise NotImplementedError\n\n def failure_update_score(self, curr_kernel, curr_bucket):\n raise NotImplementedError\n\n\nclass ReducedCostScoring(AbstactVariableScoring):\n def success_update_score(self, curr_kernel, curr_bucket):\n pass\n\n def failure_update_score(self, curr_kernel, curr_bucket):\n pass\n\n\nclass VariableRanking(AbstactVariableScoring):\n def cb_update_score(self, name, value):\n if value == 0:\n self.score[name] += 0.1\n else:\n self.score[name] -= 0.1\n\n def success_update_score(self, curr_kernel, curr_bucket):\n for output in curr_bucket:\n if curr_kernel[var]:\n self.score[var] -= 15\n else:\n self.score[var] += 15\n\n def failure_update_score(self, curr_kernel, curr_bucket):\n for var in curr_bucket:\n if curr_kernel[var]:\n self.score[var] += 1\n else:\n self.score[var] -= 1\n\n\ndef callback_factory(scoring: AbstactVariableScoring):\n if isinstance(scoring, VariableRanking):\n output = __build_callback__(scoring)\n else:\n output = None\n\n return output\n\n\ndef __build_callback__(scoring):\n def callback(model, where):\n if where == gurobipy.GRB.Callback.MIPSOL:\n for var in model.getVars():\n value = model.cbGetSolution(var)\n scoring.cb_update_score(var.varName, value)\n\n return callback"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"output\" shadows outer scope\n Severity: LOW\n\n Location: Line 50\n\n Explanation: Variable name reused in nested scope - may cause confusion\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
be10e301876952317779fb802d1ea27b44f1342a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import sys from fetchcode.vcs.pip._internal.cli.main import main from fetchcode.vcs.pip._internal.utils.typing import MYPY_CHECK_RUNNING if MYPY_CHECK_RUNNING: from typing import Optional, List def _wrapper(args=None): # type: (Optional[List[str]]) -> int """Central wrapper for all old entrypoints. Historically pip has had several entrypoints defined. Because of issues arising from PATH, sys.path, multiple Pythons, their interactions, and most of them having a pip installed, users suffer every time an entrypoint gets moved. To alleviate this pain, and provide a mechanism for warning users and directing them to an appropriate place for help, we now define all of our old entrypoints as wrappers for the current one. """ sys.stderr.write( "WARNING: pip is being invoked by an old script wrapper. This will " "fail in a future version of pip.\n" "Please see https://github.com/pypa/pip/issues/5599 for advice on " "fixing the underlying issue.\n" "To avoid this problem you can invoke Python with '-m pip' instead of " "running pip directly.\n" ) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 1,158
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport sys\n\nfrom fetchcode.vcs.pip._internal.cli.main import main\nfrom fetchcode.vcs.pip._internal.utils.typing import MYPY_CHECK_RUNNING\n\nif MYPY_CHECK_RUNNING:\n from typing import Optional, List\n\n\ndef _wrapper(args=None):\n # type: (Optional[List[str]]) -> int\n \"\"\"Central wrapper for all old entrypoints.\n\n Historically pip has had several entrypoints defined. Because of issues\n arising from PATH, sys.path, multiple Pythons, their interactions, and most\n of them having a pip installed, users suffer every time an entrypoint gets\n moved.\n\n To alleviate this pain, and provide a mechanism for warning users and\n directing them to an appropriate place for help, we now define all of\n our old entrypoints as wrappers for the current one.\n \"\"\"\n sys.stderr.write(\n \"WARNING: pip is being invoked by an old script wrapper. This will \"\n \"fail in a future version of pip.\\n\"\n \"Please see https://github.com/pypa/pip/issues/5599 for advice on \"\n \"fixing the underlying issue.\\n\"\n \"To avoid this problem you can invoke Python with '-m pip' instead of \"\n \"running pip directly.\\n\"\n )\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
be139101ad7d93480666b4065956e230585c96d9
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def Make(): for spec in release_specs: # Update all of the content.xml files. spec.Update_Content_Version() # Make each of the doc files (if any). # (Note: this function not included in the class methods to avoid # import issues with the text helper functions below.) for rel_path, file_list in spec.doc_specs.items(): # Set up the full path. doc_path = spec.root_path / rel_path # Get lines for all files. doc_lines = [] for file_path in file_list: if file_path.suffix == '.xml': doc_lines += Get_XML_Cue_Text(file_path) elif file_path.suffix == '.lua': doc_lines += Get_Lua_Text(file_path) with open(doc_path, 'w') as file: file.write('\n'.join(doc_lines)) return def Sections_To_Lines(doc_text_sections): ''' Converts a dict of {section label: text} to a list of text lines, with labelling and formatting applied. Expects the input to start with a 'title', then 'overview', then a series of names of cues or functions. ''' # Transfer to annotated/indented lines. functions_started = False title = '' ret_text_lines = [] for key, text in doc_text_sections: # Extract the title and continue; this isn't printed directly. if key == 'title': title = text.strip() continue # Header gets an 'overview' label. if key == 'overview': ret_text_lines += ['', '### {} Overview'.format(title), ''] indent = ''
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 28 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 1,672
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef Make():\n for spec in release_specs:\n # Update all of the content.xml files.\n spec.Update_Content_Version()\n \n # Make each of the doc files (if any).\n # (Note: this function not included in the class methods to avoid\n # import issues with the text helper functions below.)\n for rel_path, file_list in spec.doc_specs.items():\n # Set up the full path.\n doc_path = spec.root_path / rel_path\n\n # Get lines for all files.\n doc_lines = []\n for file_path in file_list:\n if file_path.suffix == '.xml':\n doc_lines += Get_XML_Cue_Text(file_path)\n elif file_path.suffix == '.lua':\n doc_lines += Get_Lua_Text(file_path)\n\n with open(doc_path, 'w') as file:\n file.write('\\n'.join(doc_lines))\n\n return\n\n\ndef Sections_To_Lines(doc_text_sections):\n '''\n Converts a dict of {section label: text} to a list of text lines,\n with labelling and formatting applied.\n Expects the input to start with a 'title', then 'overview', then\n a series of names of cues or functions.\n '''\n # Transfer to annotated/indented lines.\n functions_started = False\n title = ''\n ret_text_lines = []\n for key, text in doc_text_sections:\n \n # Extract the title and continue; this isn't printed directly.\n if key == 'title':\n title = text.strip()\n continue\n\n # Header gets an 'overview' label.\n if key == 'overview':\n ret_text_lines += ['', '### {} Overview'.format(title), '']\n indent = ''"}, {"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 28\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be145918e072dc9949c9e4a6667701e412064948
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import sys from PyQt5.QtWidgets import (QApplication, QMainWindow, QPushButton, QToolTip, QLabel, QLineEdit) from PyQt5 import QtGui class Janela(QMainWindow): def __init__(self): super().__init__() self.topo = 50 self.esquerda = 50 self.largura = 800 self.altura = 600 self.titulo = 'Primeira janela' self.gera_labels() self.gera_botoes() self.gera_imagens() self.gera_caixas_de_texto() def carregar_janela(self): self.setGeometry(self.esquerda, self.topo, self.largura, self.altura) self.setWindowTitle(self.titulo) self.show() def gera_botoes(self): # botoes botao1 = QPushButton('Botao 1', self) botao1.move(100, 100) botao1.resize(100, 50) botao1.setStyleSheet( 'QPushButton{background-color: white; color: black;} QPushButton:hover{ background: orange; font-weight: 600;}') botao1.clicked.connect(self.b1) botao2 = QPushButton('Botao 2', self) botao2.move(300, 100) botao2.resize(100, 50) botao2.setStyleSheet( 'QPushButton{background-color: blue; color: white;} QPushButton:hover{ background: orange; font-weight: 600}') botao2.clicked.connect(self.b2) botao3 = QPushButton('Texto', self) botao3.move(500, 100) botao3.resize(100, 50) botao3.setStyleSheet('QPushButton{background-color: black; color: white;} QPushButton:hover{ background: orange; font-weight: 600}') botao3.clicked.connect(self.b3) def gera_labels(self): # Complete this line self.l1.setText('Clique em um botao') self.l1.move(50, 50) self.l1.setStyleSheet('QLabel{font: bold; font-size: 20px;}') self.l1.resize(250, 50) self.l2 = QLabel(self) self.l2.setText('Digitou: ') self.l2.move(300, 30) self.l2.resize(260, 50) self.l2.setStyleSheet('QLabel{font: bold; font-size: 30px;}') def gera_imagens(self): self.carro = QLabel(self) self.carro.move(25, 200) self.carro.resize(450, 337) self.carro.setPixmap(QtGui.QPixmap('carro.jpg')) def gera_caixas_de_texto(self): self.caixa_texto = QLineEdit(self) self.caixa_texto.move(25, 10) self.caixa_texto.resize(150, 50) def b1(self): # forma 1 self.carro.setPixmap(QtGui.QPixmap('carro.jpg')) def b2(self, l): # forma 2 self.carro.setPixmap(QtGui.QPixmap('carro2.jpg')) def b3(self): conteudo = self.caixa_texto.text() self.l2.setText('Digitou: {}'.format(conteudo)) if __name__ == '__main__': app = QApplication(sys.argv) janela = Janela() janela.carregar_janela() sys.exit(app.exec_())
|
The missing line is: self.l1 = QLabel(self)
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 9
| 1
| 2,960
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport sys\nfrom PyQt5.QtWidgets import (QApplication,\n QMainWindow,\n QPushButton,\n QToolTip,\n QLabel,\n QLineEdit)\n\nfrom PyQt5 import QtGui\n\n\nclass Janela(QMainWindow):\n def __init__(self):\n super().__init__()\n self.topo = 50\n self.esquerda = 50\n self.largura = 800\n self.altura = 600\n self.titulo = 'Primeira janela'\n self.gera_labels()\n self.gera_botoes()\n self.gera_imagens()\n self.gera_caixas_de_texto()\n\n def carregar_janela(self):\n self.setGeometry(self.esquerda, self.topo, self.largura, self.altura)\n self.setWindowTitle(self.titulo)\n self.show()\n\n def gera_botoes(self):\n # botoes\n botao1 = QPushButton('Botao 1', self)\n botao1.move(100, 100)\n botao1.resize(100, 50)\n botao1.setStyleSheet(\n 'QPushButton{background-color: white; color: black;} QPushButton:hover{ background: orange; font-weight: 600;}')\n botao1.clicked.connect(self.b1)\n\n botao2 = QPushButton('Botao 2', self)\n botao2.move(300, 100)\n botao2.resize(100, 50)\n botao2.setStyleSheet(\n 'QPushButton{background-color: blue; color: white;} QPushButton:hover{ background: orange; font-weight: 600}')\n botao2.clicked.connect(self.b2)\n\n botao3 = QPushButton('Texto', self)\n botao3.move(500, 100)\n botao3.resize(100, 50)\n botao3.setStyleSheet('QPushButton{background-color: black; color: white;} QPushButton:hover{ background: orange; font-weight: 600}')\n botao3.clicked.connect(self.b3)\n\n def gera_labels(self):\n # Complete this line\n self.l1.setText('Clique em um botao')\n self.l1.move(50, 50)\n self.l1.setStyleSheet('QLabel{font: bold; font-size: 20px;}')\n self.l1.resize(250, 50)\n\n self.l2 = QLabel(self)\n self.l2.setText('Digitou: ')\n self.l2.move(300, 30)\n self.l2.resize(260, 50)\n self.l2.setStyleSheet('QLabel{font: bold; font-size: 30px;}')\n\n def gera_imagens(self):\n self.carro = QLabel(self)\n self.carro.move(25, 200)\n self.carro.resize(450, 337)\n self.carro.setPixmap(QtGui.QPixmap('carro.jpg'))\n\n def gera_caixas_de_texto(self):\n self.caixa_texto = QLineEdit(self)\n self.caixa_texto.move(25, 10)\n self.caixa_texto.resize(150, 50)\n\n\n def b1(self):\n # forma 1\n self.carro.setPixmap(QtGui.QPixmap('carro.jpg'))\n\n\n def b2(self, l):\n # forma 2\n self.carro.setPixmap(QtGui.QPixmap('carro2.jpg'))\n\n def b3(self):\n conteudo = self.caixa_texto.text()\n self.l2.setText('Digitou: {}'.format(conteudo))\n\nif __name__ == '__main__':\n app = QApplication(sys.argv)\n janela = Janela()\n janela.carregar_janela()\n sys.exit(app.exec_())"}, {"role": "assistant", "content": "The missing line is:\n self.l1 = QLabel(self)"}]
| false
| null | null | null |
be15fa91cd3274065ddb261552f8c0f2ea292fcd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import base64 import os import sys import PyPDF2 svg = '''<svg id="write-document" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"> <rect id="write-doc-background" width="100%" height="100%" fill="#808080"/> <defs id="write-defs"> <script type="text/writeconfig"> <int name="docFormatVersion" value="2" /> <int name="pageColor" value="-1" /> <int name="pageNum" value="0" /> <int name="ruleColor" value="0" /> <float name="marginLeft" value="0" /> <float name="xOffset" value="-380.701752" /> <float name="xRuling" value="0" /> <float name="yOffset" value="1536.84216" /> <float name="yRuling" value="0" /> </script> </defs> ''' pdf_path = sys.argv[1] pdf = PyPDF2.PdfFileReader(pdf_path, "rb") img_width = 720 n_pages = pdf.getNumPages() + 1 page = pdf.getPage(0) width = page.mediaBox.getWidth() height = page.mediaBox.getHeight() aspect_ratio = height/width img_height = int(aspect_ratio * img_width) os.system('mkdir -p /tmp/pdf2write') new_page_height = 0 for page in range(n_pages): print(f"Processing {page}/{n_pages}", end='\r') os.system(f'pdftoppm {pdf_path} /tmp/pdf2write/tmp{page} -png -f {page} -singlefile') with open(f'/tmp/pdf2write/tmp{page}.png',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 6 • Unclosed '(' at line 43 - expected ')' • Block at line 38 has no indented body Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,234
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport base64\nimport os\nimport sys\nimport PyPDF2\n\nsvg = '''<svg id=\"write-document\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n<rect id=\"write-doc-background\" width=\"100%\" height=\"100%\" fill=\"#808080\"/>\n<defs id=\"write-defs\">\n<script type=\"text/writeconfig\">\n <int name=\"docFormatVersion\" value=\"2\" />\n <int name=\"pageColor\" value=\"-1\" />\n <int name=\"pageNum\" value=\"0\" />\n <int name=\"ruleColor\" value=\"0\" />\n <float name=\"marginLeft\" value=\"0\" />\n <float name=\"xOffset\" value=\"-380.701752\" />\n <float name=\"xRuling\" value=\"0\" />\n <float name=\"yOffset\" value=\"1536.84216\" />\n <float name=\"yRuling\" value=\"0\" />\n</script>\n</defs>\n'''\n\npdf_path = sys.argv[1]\npdf = PyPDF2.PdfFileReader(pdf_path, \"rb\")\nimg_width = 720\nn_pages = pdf.getNumPages() + 1\n\npage = pdf.getPage(0)\nwidth = page.mediaBox.getWidth()\nheight = page.mediaBox.getHeight()\naspect_ratio = height/width\nimg_height = int(aspect_ratio * img_width)\n\nos.system('mkdir -p /tmp/pdf2write')\n\nnew_page_height = 0\n\nfor page in range(n_pages):\n\n print(f\"Processing {page}/{n_pages}\", end='\\r')\n\n os.system(f'pdftoppm {pdf_path} /tmp/pdf2write/tmp{page} -png -f {page} -singlefile')\n with open(f'/tmp/pdf2write/tmp{page}.png',"}, {"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 6\n \u2022 Unclosed '(' at line 43 - expected ')'\n \u2022 Block at line 38 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be18b88ab1937677b7e3d5583d09538c7f91bce2
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from typing import Dict, List, cast from py_headless_daw.project.parameter import Parameter, ParameterValueType, ParameterRangeType class HavingParameters: def __init__(self): self._parameters: Dict[str, Parameter] = {} super().__init__() def has_parameter(self, name: str) -> bool: return name in self._parameters def add_parameter(self, name: str, value: ParameterValueType, param_type: str, value_range: ParameterRangeType): if name in self._parameters: raise Exception('parameter named ' + name + ' already added to this object') parameter = Parameter(name, value, param_type, value_range) self._parameters[name] = parameter def add_parameter_object(self, parameter: Parameter) -> None: self._parameters[parameter.name] = parameter def get_parameter(self, name: str) -> Parameter: for parameter in self.parameters: if parameter.name == name: return parameter list_of_names: List[str] = [p.name for p in self.parameters] # noinspection PyTypeChecker available_names: List[str] = cast(List[str], list_of_names) raise Exception('parameter named ' + name + ' not found. Available: ' + ', '.join(available_names)) def get_parameter_value(self, name: str) -> ParameterValueType: param = self.get_parameter(name) return param.value def get_float_parameter_value(self, name: str) -> float: param = self.get_parameter(name) if param.type != Parameter.TYPE_FLOAT: raise ValueError(f"parameter {name} was expected to be float (error: f009d0ef)") value = self.get_parameter_value(name) cast_value = cast(float, value) return cast_value def get_enum_parameter_value(self, name: str) -> str: param = self.get_parameter(name) if param.type != Parameter.TYPE_ENUM: raise ValueError(f"parameter {name} was expected to be enum (error: 80a1d180)") value = self.get_parameter_value(name) cast_value = cast(str, value) return cast_value def set_parameter_value(self, name: str, value: ParameterValueType): param = self.get_parameter(name) param.value = value @property def parameters(self) -> List[Parameter]: return list(self._parameters.values())
|
Code analysis results: 🔴 Errors found: Block at line 6 has no indented body Block at line 19 has no indented body ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 💡 Suggestions: Add docstring to class 'HavingParameters' Add docstring to function 'get_parameter' Add docstring to function 'get_float_parameter_value'
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 10
| 1
| 2,462
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom typing import Dict, List, cast\n\nfrom py_headless_daw.project.parameter import Parameter, ParameterValueType, ParameterRangeType\n\n\nclass HavingParameters:\n\n def __init__(self):\n self._parameters: Dict[str, Parameter] = {}\n super().__init__()\n\n def has_parameter(self, name: str) -> bool:\n return name in self._parameters\n\n def add_parameter(self,\n name: str,\n value: ParameterValueType,\n param_type: str,\n value_range: ParameterRangeType):\n\n if name in self._parameters:\n raise Exception('parameter named ' + name + ' already added to this object')\n\n parameter = Parameter(name, value, param_type, value_range)\n self._parameters[name] = parameter\n\n def add_parameter_object(self, parameter: Parameter) -> None:\n self._parameters[parameter.name] = parameter\n\n def get_parameter(self, name: str) -> Parameter:\n for parameter in self.parameters:\n if parameter.name == name:\n return parameter\n\n list_of_names: List[str] = [p.name for p in self.parameters]\n\n # noinspection PyTypeChecker\n available_names: List[str] = cast(List[str], list_of_names)\n\n raise Exception('parameter named ' + name + ' not found. Available: ' + ', '.join(available_names))\n\n def get_parameter_value(self, name: str) -> ParameterValueType:\n param = self.get_parameter(name)\n return param.value\n\n def get_float_parameter_value(self, name: str) -> float:\n param = self.get_parameter(name)\n if param.type != Parameter.TYPE_FLOAT:\n raise ValueError(f\"parameter {name} was expected to be float (error: f009d0ef)\")\n value = self.get_parameter_value(name)\n cast_value = cast(float, value)\n return cast_value\n\n def get_enum_parameter_value(self, name: str) -> str:\n param = self.get_parameter(name)\n if param.type != Parameter.TYPE_ENUM:\n raise ValueError(f\"parameter {name} was expected to be enum (error: 80a1d180)\")\n value = self.get_parameter_value(name)\n cast_value = cast(str, value)\n return cast_value\n\n def set_parameter_value(self, name: str, value: ParameterValueType):\n param = self.get_parameter(name)\n param.value = value\n\n @property\n def parameters(self) -> List[Parameter]:\n return list(self._parameters.values())"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 6 has no indented body\n Block at line 19 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'HavingParameters'\n Add docstring to function 'get_parameter'\n Add docstring to function 'get_float_parameter_value'"}]
| false
| null | null | null |
be18cd8c90ebbd40ae9aadcbac8dd9bce504b9ec
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: ## # This class encapsulates a Region Of Interest, which may be either horizontal # (pixels) or vertical (rows/lines). class ROI: def __init__(self, start, end): self.start = start self.end = end self.len = end - start + 1 def valid(self): return self.start >= 0 and self.start < self.end def crop(self, spectrum): return spectrum[self.start:self.end+1] def contains(self, value): return self.start < value <= self.end
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 17 Buggy code: return self.start < value <= self.end Should be: return self.start <= value <= self.end Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 4
| 1
| 487
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n##\n# This class encapsulates a Region Of Interest, which may be either horizontal \n# (pixels) or vertical (rows/lines).\nclass ROI:\n def __init__(self, start, end):\n self.start = start\n self.end = end\n self.len = end - start + 1\n\n def valid(self):\n return self.start >= 0 and self.start < self.end\n\n def crop(self, spectrum):\n return spectrum[self.start:self.end+1]\n\n def contains(self, value):\n return self.start < value <= self.end"}, {"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 17\n\n Buggy code:\n return self.start < value <= self.end\n\n Should be:\n return self.start <= value <= self.end\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
|
be193942a6e1e90e82121a1e52ce25e1006effc3
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/python # Author: Zion Orent <zorent@ics.com> # Copyright (c) 2015 Intel Corporation. # # Permission is hereby granted, free of charge, to any person obtaining # a copy of this software and associated documentation files (the # "Software"), to deal in the Software without restriction, including # without limitation the rights to use, copy, modify, merge, publish, # distribute, sublicense, and/or sell copies of the Software, and to # permit persons to whom the Software is furnished to do so, subject to # the following conditions: # # The above copyright notice and this permission notice shall be # included in all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, # EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF # MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND # NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE # LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION # OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION # WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # Load i2clcd display module import time, signal, sys import pyupm_i2clcd as upmLCD myLCD = upmLCD.SSD1327(0, 0x3C); logoArr = [0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x60, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xC0, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0xC0, 0x07, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0xC0, 0x07, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x80, 0x03, 0x80, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x80, 0x03, 0x80, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07, 0x80, 0x03, 0xC0, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07, 0x80, 0x01, 0xC0, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x07, 0x80, 0x01, 0xE0, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x0F, 0x80, 0x01, 0xE0, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x30, 0x0F, 0x00, 0x01, 0xE0, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x30, 0x0F, 0x00, 0x01, 0xE0, 0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x30, 0x0F, 0x00, 0x01, 0xE0, 0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x30, 0x0F, 0x00, 0x01, 0xE0, 0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x38, 0x0F, 0x00, 0x01, 0xE0, 0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x38, 0x0F, 0x00, 0x01, 0xE0, 0x38, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x38, 0x0F, 0x80, 0x01, 0xE0, 0x38, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x3C, 0x0F, 0x80, 0x01, 0xE0, 0x78, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x3E, 0x0F, 0x80, 0x03, 0xE0, 0x78, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1E, 0x07, 0x80, 0x03, 0xE0, 0xF8, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1E, 0x07, 0x80, 0x03, 0xE0, 0xF0, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1F, 0x07, 0x80, 0x03, 0xC1, 0xF0, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0F, 0x87, 0xC0, 0x07, 0xC1, 0xF0, 0x00 ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unclosed '[' at line 30 - expected ']' Block at line 11 has no indented body SyntaxError: '[' was never closed at line 30 ✨ Improvements: Complete the expression on the last line Add closing ']' bracket Review code syntax
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/python\n# Author: Zion Orent <zorent@ics.com>\n# Copyright (c) 2015 Intel Corporation.\n#\n# Permission is hereby granted, free of charge, to any person obtaining\n# a copy of this software and associated documentation files (the\n# \"Software\"), to deal in the Software without restriction, including\n# without limitation the rights to use, copy, modify, merge, publish,\n# distribute, sublicense, and/or sell copies of the Software, and to\n# permit persons to whom the Software is furnished to do so, subject to\n# the following conditions:\n#\n# The above copyright notice and this permission notice shall be\n# included in all copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND,\n# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF\n# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND\n# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE\n# LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION\n# OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION\n# WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.\n\n# Load i2clcd display module\nimport time, signal, sys\nimport pyupm_i2clcd as upmLCD\n\nmyLCD = upmLCD.SSD1327(0, 0x3C);\n\nlogoArr = [0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x08, 0x00,\n0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,\n0x00, 0x60, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x00, 0x00, 0xC0, 0x06, 0x00,\n0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,\n0x01, 0xC0, 0x07, 0x00, 0x00, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x00, 0x01, 0xC0, 0x07, 0x00,\n0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,\n0x03, 0x80, 0x03, 0x80, 0x00, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x00, 0x03, 0x80, 0x03, 0x80,\n0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,\n0x07, 0x80, 0x03, 0xC0, 0x00, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x00, 0x07, 0x80, 0x01, 0xC0,\n0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20,\n0x07, 0x80, 0x01, 0xE0, 0x08, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x20, 0x0F, 0x80, 0x01, 0xE0,\n0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x30,\n0x0F, 0x00, 0x01, 0xE0, 0x08, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x30, 0x0F, 0x00, 0x01, 0xE0,\n0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x30,\n0x0F, 0x00, 0x01, 0xE0, 0x18, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x30, 0x0F, 0x00, 0x01, 0xE0,\n0x18, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x38,\n0x0F, 0x00, 0x01, 0xE0, 0x18, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x38, 0x0F, 0x00, 0x01, 0xE0,\n0x38, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x38,\n0x0F, 0x80, 0x01, 0xE0, 0x38, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x3C, 0x0F, 0x80, 0x01, 0xE0,\n0x78, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x3E,\n0x0F, 0x80, 0x03, 0xE0, 0x78, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x1E, 0x07, 0x80, 0x03, 0xE0,\n0xF8, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1E,\n0x07, 0x80, 0x03, 0xE0, 0xF0, 0x00, 0x00, 0x00,\n0x00, 0x00, 0x00, 0x1F, 0x07, 0x80, 0x03, 0xC1,\n0xF0, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0F,\n0x87, 0xC0, 0x07, 0xC1, 0xF0, 0x00\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '[' at line 30 - expected ']'\n Block at line 11 has no indented body\n SyntaxError: '[' was never closed at line 30\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing ']' bracket\n Review code syntax"}]
| false
| null | null | null |
be19a958423363abc9e04beed1c7e6d4e8b02233
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from .bernsen import bernsen_thresholding_method from .bradley_roth import bradley_thresholding_method from .contrast import contrast_thresholding_method from .feng import feng_thresholding_method from .gaussian import threshold_value_gaussian from .johannsen import johannsen_thresholding_method from .kapur import kapur_thresholding_method from .mean import threshold_value_mean from .minimum_error import minimum_err_thresholding_method from .niblack import niblack_thresholding_method from .nick import nick_thresholding_method from .otsu import otsu_thresholding_method
|
from .p_tile import p_tile_thresholding_method from .pun import pun_thresholding_method from .rosin import rosin_thresholding_method from .sauvola import sauvola_thresholding_method from .singh import singh_thresholding_method from .two_peaks import two_peaks_thresholding_method from .wolf import wolf_thresholding_method
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intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 898
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom .bernsen import bernsen_thresholding_method\nfrom .bradley_roth import bradley_thresholding_method\nfrom .contrast import contrast_thresholding_method\nfrom .feng import feng_thresholding_method\nfrom .gaussian import threshold_value_gaussian\nfrom .johannsen import johannsen_thresholding_method\nfrom .kapur import kapur_thresholding_method\nfrom .mean import threshold_value_mean\nfrom .minimum_error import minimum_err_thresholding_method\nfrom .niblack import niblack_thresholding_method\nfrom .nick import nick_thresholding_method\nfrom .otsu import otsu_thresholding_method"}, {"role": "assistant", "content": "\nfrom .p_tile import p_tile_thresholding_method\nfrom .pun import pun_thresholding_method\nfrom .rosin import rosin_thresholding_method\nfrom .sauvola import sauvola_thresholding_method\nfrom .singh import singh_thresholding_method\nfrom .two_peaks import two_peaks_thresholding_method\nfrom .wolf import wolf_thresholding_method"}]
| false
| null | null | null |
be1bdf6fe279b2f8b2c141f3279c61f47199ae18
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os from kombu import Queue, Exchange ## Broker settings. BROKER_URL = os.getenv('BROKER_URL', 'amqp://guest:guest@localhost:5672') #BROKER_URL = "amqp://guest:guest@localhost:5672/" #BROKER_URL = os.getenv('BROKER_URL', 'redis://guest@localhost:6379') #BROKER_HOST = "localhost" #BROKER_PORT = 27017 #BROKER_TRANSPORT = 'mongodb' #BROKER_VHOST = 'celery' CELERY_DEFAULT_QUEUE = 'default' CELERY_QUEUES = ( Queue('default', exchange=Exchange('default'), routing_key='default'), # Queue('aws_uploads', routing_key='video.uploads'), ) CELERY_DEFAULT_EXCHANGE = 'default' CELERY_DEFAULT_EXCHANGE_TYPE = 'direct' CELERY_DEFAULT_ROUTING_KEY = 'default' CELERY_IMPORTS = ('celeryservice.tasks',) #CELERY_RESULT_BACKEND = os.getenv('CELERY_RESULT_BACKEND', 'redis') CELERY_RESULT_BACKEND = os.getenv('CELERY_RESULT_BACKEND', 'amqp') ## Using the database to store task state and results. #CELERY_RESULT_BACKEND = "mongodb" #CELERY_MONGODB_BACKEND_SETTINGS = { # "host": "localhost", # "port": 27017, # "database": "celery", # "taskmeta_collection": "celery_taskmeta", #}
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,097
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nfrom kombu import Queue, Exchange\n\n## Broker settings.\nBROKER_URL = os.getenv('BROKER_URL', 'amqp://guest:guest@localhost:5672')\n#BROKER_URL = \"amqp://guest:guest@localhost:5672/\"\n#BROKER_URL = os.getenv('BROKER_URL', 'redis://guest@localhost:6379')\n\n#BROKER_HOST = \"localhost\"\n#BROKER_PORT = 27017\n#BROKER_TRANSPORT = 'mongodb'\n#BROKER_VHOST = 'celery'\n\nCELERY_DEFAULT_QUEUE = 'default'\n\nCELERY_QUEUES = (\n Queue('default', exchange=Exchange('default'), routing_key='default'),\n# Queue('aws_uploads', routing_key='video.uploads'),\n)\n\nCELERY_DEFAULT_EXCHANGE = 'default'\nCELERY_DEFAULT_EXCHANGE_TYPE = 'direct'\nCELERY_DEFAULT_ROUTING_KEY = 'default'\n\nCELERY_IMPORTS = ('celeryservice.tasks',)\n#CELERY_RESULT_BACKEND = os.getenv('CELERY_RESULT_BACKEND', 'redis')\nCELERY_RESULT_BACKEND = os.getenv('CELERY_RESULT_BACKEND', 'amqp')\n## Using the database to store task state and results.\n#CELERY_RESULT_BACKEND = \"mongodb\"\n#CELERY_MONGODB_BACKEND_SETTINGS = {\n# \"host\": \"localhost\",\n# \"port\": 27017,\n# \"database\": \"celery\",\n# \"taskmeta_collection\": \"celery_taskmeta\",\n#}"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
be1d04203f18e6f16b60a723e614122b48a08671
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # # from __future__ import print_function import csv import os import re import sys import arrow from gsheets import Sheets def calc(hour, half_it=False, split_char = ":"): parts = str(hour).split(split_char) try: local_hours = int(parts[0]) local_minutes = int(parts[1]) if half_it: local_hours = local_hours / 2 local_minutes = local_minutes / 2 return local_hours, local_minutes except: if len(parts) == 1: try: return int(parts[0]), 0 except: return 0, 0 def get_client_secret_filenames(): filename = os.path.join(CURRENT_PATH, "client-secrets.json") cachefile = os.path.join(CURRENT_PATH, "client-secrets-cache.json") if not os.path.exists(filename): filename = os.path.expanduser(os.path.join("~", "client-secrets.json")) cachefile = os.path.expanduser(os.path.join("~", "client-secrets-cache.json")) if not os.path.exists(filename): raise Exception("Please provide a client-secret.json file, as described here: https://github.com/xflr6/gsheets#quickstart") return filename, cachefile def load_first_sheet_rows(api, timesheet_url, date=arrow.now().format('YYYYMMDD')): print("Opening timesheet for %s ..." % (date)) sheets = api.get(timesheet_url) sheet = sheets.sheets[0] print(u"Timesheet [%s] sheet [%s] opened. Accessing cell data ..." % (sheets.title or "???", sheet.title or "???")) rows = sheet.values() return rows def load_sheet_and_read_data(api, timesheet_url, commandline, user_full_name): now = arrow.now() today = now.format('YYYYMMDD') try: other_date = arrow.get(commandline, 'YYYYMMDD').format('YYYYMMDD') except arrow.parser.ParserError: other_date = today use_date = other_date rows = load_first_sheet_rows(api, timesheet_url, use_date) timesheet = get_timesheet_for_date(rows, use_date, user_full_name) if timesheet: print("\n\n") print("Timesheet for %s" % (use_date)) print(timesheet) print("\n") else: print("No entry found for %s" % use_date) ... [10 more functiondefs truncated] ...
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Functions: calc, get_client_secret_filenames, load_first_sheet_rows, load_sheet_and_read_data This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 4
| 0
| 2,268
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n#\nfrom __future__ import print_function\n\nimport csv\nimport os\nimport re\nimport sys\n\nimport arrow\n\nfrom gsheets import Sheets\n\n\ndef calc(hour, half_it=False, split_char = \":\"):\n parts = str(hour).split(split_char)\n try:\n local_hours = int(parts[0]) \n local_minutes = int(parts[1])\n if half_it:\n local_hours = local_hours / 2\n local_minutes = local_minutes / 2\n return local_hours, local_minutes\n except:\n if len(parts) == 1:\n try:\n return int(parts[0]), 0\n except:\n return 0, 0\n\ndef get_client_secret_filenames():\n filename = os.path.join(CURRENT_PATH, \"client-secrets.json\")\n cachefile = os.path.join(CURRENT_PATH, \"client-secrets-cache.json\")\n\n if not os.path.exists(filename):\n filename = os.path.expanduser(os.path.join(\"~\", \"client-secrets.json\"))\n cachefile = os.path.expanduser(os.path.join(\"~\", \"client-secrets-cache.json\"))\n if not os.path.exists(filename):\n raise Exception(\"Please provide a client-secret.json file, as described here: https://github.com/xflr6/gsheets#quickstart\")\n\n return filename, cachefile\n\n\ndef load_first_sheet_rows(api, timesheet_url, date=arrow.now().format('YYYYMMDD')):\n\n print(\"Opening timesheet for %s ...\" % (date))\n\n sheets = api.get(timesheet_url)\n sheet = sheets.sheets[0]\n\n print(u\"Timesheet [%s] sheet [%s] opened. Accessing cell data ...\" % (sheets.title or \"???\", sheet.title or \"???\"))\n\n rows = sheet.values()\n\n return rows\n\n\ndef load_sheet_and_read_data(api, timesheet_url, commandline, user_full_name):\n now = arrow.now()\n today = now.format('YYYYMMDD')\n\n try:\n other_date = arrow.get(commandline, 'YYYYMMDD').format('YYYYMMDD')\n except arrow.parser.ParserError:\n other_date = today\n\n use_date = other_date\n\n rows = load_first_sheet_rows(api, timesheet_url, use_date)\n\n timesheet = get_timesheet_for_date(rows, use_date, user_full_name)\n if timesheet:\n print(\"\\n\\n\")\n print(\"Timesheet for %s\" % (use_date))\n print(timesheet)\n print(\"\\n\")\n else:\n print(\"No entry found for %s\" % use_date)\n\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: calc, get_client_secret_filenames, load_first_sheet_rows, load_sheet_and_read_data\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
be1d72eb89ee80a827a9a1150e2c759579770b36
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy as np import pickle import treys import constants class GameEngine: def __init__(self, BATCH_SIZE, INITIAL_CAPITAL, SMALL_BLIND, BIG_BLIND, logger): self.BATCH_SIZE = BATCH_SIZE self.INITIAL_CAPITAL = INITIAL_CAPITAL self.SMALL_BLIND = SMALL_BLIND self.BIG_BLIND = BIG_BLIND self.logger = logger self.N_PLAYERS = 6 def generate_cards(self): cards = np.tile(np.arange(52), (self.BATCH_SIZE, 1)) for i in range(self.BATCH_SIZE): cards[i, :] = FULL_DECK[np.random.permutation(cards[i, :])] community_cards = cards[:, :5] hole_cards = np.reshape(cards[:, 5:5 + 2 * self.N_PLAYERS], (self.BATCH_SIZE, self.N_PLAYERS, 2)) return community_cards, hole_cards ... [3 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 25: ... [3 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 18 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 2
| 1
| 769
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nimport pickle\nimport treys\n\nimport constants\n\nclass GameEngine:\n def __init__(self, BATCH_SIZE, INITIAL_CAPITAL, SMALL_BLIND, BIG_BLIND, logger):\n self.BATCH_SIZE = BATCH_SIZE\n self.INITIAL_CAPITAL = INITIAL_CAPITAL\n self.SMALL_BLIND = SMALL_BLIND\n self.BIG_BLIND = BIG_BLIND\n self.logger = logger\n self.N_PLAYERS = 6\n\n def generate_cards(self):\n cards = np.tile(np.arange(52), (self.BATCH_SIZE, 1))\n for i in range(self.BATCH_SIZE):\n cards[i, :] = FULL_DECK[np.random.permutation(cards[i, :])]\n community_cards = cards[:, :5]\n hole_cards = np.reshape(cards[:, 5:5 + 2 * self.N_PLAYERS], (self.BATCH_SIZE, self.N_PLAYERS, 2))\n return community_cards, hole_cards\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 25: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
be1da4c3a9cd8b6f92a68b6f9d9dd0277f9d55ce
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: # -*- coding: utf-8 -*- from cms.models import Page, Title, CMSPlugin, Placeholder from cms.utils import get_language_from_request from django.http import Http404 from django.shortcuts import get_object_or_404 def revert_plugins(request, version_id, obj): from reversion.models import Version version = get_object_or_404(Version, pk=version_id) revs = [related_version.object_version for related_version in version.revision.version_set.all()] cms_plugin_list = [] placeholders = {} plugin_list = [] titles = [] others = [] page = obj lang = get_language_from_request(request) for version in revs: obj = rev.object if obj.__class__ == Placeholder: placeholders[obj.pk] = obj if obj.__class__ == CMSPlugin: cms_plugin_list.append(obj) elif hasattr(obj, 'cmsplugin_ptr_id'): plugin_list.append(obj) elif obj.__class__ == Page: pass #page = obj #Page.objects.get(pk=obj.pk) elif obj.__class__ == Title: titles.append(obj) else: others.append(rev) if not page.has_change_permission(request): raise Http404 current_plugins = list(CMSPlugin.objects.filter(placeholder__page=page)) for pk, placeholder in placeholders.items(): # admin has already created the placeholders/ get them instead try: placeholders[pk] = page.placeholders.get(slot=placeholder.slot) except Placeholder.DoesNotExist: placeholders[pk].save() page.placeholders.add(placeholders[pk]) for plugin in cms_plugin_list: # connect plugins to the correct placeholder plugin.placeholder = placeholders[plugin.placeholder_id] plugin.save(no_signals=True) for plugin in cms_plugin_list: plugin.save() for p in plugin_list: if int(p.cmsplugin_ptr_id) == int(plugin.pk): plugin.set_base_attr(p) p.save() for old in current_plugins: if old.pk == plugin.pk: plugin.save() current_plugins.remove(old) for title in titles: title.page = page try: title.save() except: title.pk = Title.objects.get(page=page, language=title.language).pk title.save() for other in others: other.object.save() for plugin in current_plugins: plugin.delete()
|
Logical Error Analysis: Error Type: VARIABLE_SHADOWING Issue: Variable "version" shadows outer scope Severity: LOW Location: Line 19 Explanation: Variable name reused in nested scope - may cause confusion Fix: Use different variable name in nested scope
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intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 2,491
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom cms.models import Page, Title, CMSPlugin, Placeholder\nfrom cms.utils import get_language_from_request\nfrom django.http import Http404\nfrom django.shortcuts import get_object_or_404\n\n\ndef revert_plugins(request, version_id, obj):\n from reversion.models import Version\n version = get_object_or_404(Version, pk=version_id)\n revs = [related_version.object_version for related_version in version.revision.version_set.all()]\n cms_plugin_list = []\n placeholders = {}\n plugin_list = []\n titles = []\n others = []\n page = obj\n lang = get_language_from_request(request)\n for version in revs:\n obj = rev.object\n if obj.__class__ == Placeholder:\n placeholders[obj.pk] = obj \n if obj.__class__ == CMSPlugin:\n cms_plugin_list.append(obj)\n elif hasattr(obj, 'cmsplugin_ptr_id'):\n plugin_list.append(obj)\n elif obj.__class__ == Page:\n pass\n #page = obj #Page.objects.get(pk=obj.pk)\n elif obj.__class__ == Title:\n titles.append(obj) \n else:\n others.append(rev)\n if not page.has_change_permission(request):\n raise Http404\n current_plugins = list(CMSPlugin.objects.filter(placeholder__page=page))\n for pk, placeholder in placeholders.items():\n # admin has already created the placeholders/ get them instead \n try:\n placeholders[pk] = page.placeholders.get(slot=placeholder.slot)\n except Placeholder.DoesNotExist:\n placeholders[pk].save()\n page.placeholders.add(placeholders[pk])\n for plugin in cms_plugin_list:\n # connect plugins to the correct placeholder\n plugin.placeholder = placeholders[plugin.placeholder_id]\n plugin.save(no_signals=True)\n for plugin in cms_plugin_list:\n plugin.save()\n for p in plugin_list:\n if int(p.cmsplugin_ptr_id) == int(plugin.pk):\n plugin.set_base_attr(p)\n p.save()\n for old in current_plugins:\n if old.pk == plugin.pk:\n plugin.save()\n current_plugins.remove(old)\n for title in titles:\n title.page = page\n try:\n title.save()\n except:\n title.pk = Title.objects.get(page=page, language=title.language).pk\n title.save()\n for other in others:\n other.object.save()\n for plugin in current_plugins:\n plugin.delete()"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: VARIABLE_SHADOWING\n Issue: Variable \"version\" shadows outer scope\n Severity: LOW\n\n Location: Line 19\n\n Explanation: Variable name reused in nested scope - may cause confusion\n Fix: Use different variable name in nested scope"}]
| true
|
logical
|
VARIABLE_SHADOWING
|
LOW
|
be1dddb28d3c0ea4aa8ef940a579e9c73af88093
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os from PIL import Image, ImageFilter import matplotlib.pyplot as plt import matplotlib.image as mpimg # import seaborn as sns import pandas a import numpy as np import random ... [1 more functiondefs truncated] ... Error: IndentationError: unexpected indent
|
Fixed Code: import os from PIL import Image, ImageFilter import matplotlib.pyplot as plt import matplotlib.image as mpimg # import seaborn as sns import pandas as pd import numpy as np import random ... [1 more functiondefs truncated] ... Explanation: Fix indentation to match Python syntax rules
|
intermediate
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 232
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os \nfrom PIL import Image, ImageFilter\nimport matplotlib.pyplot as plt\nimport matplotlib.image as mpimg\n# import seaborn as sns\nimport pandas a\nimport numpy as np\nimport random\n\n\n ... [1 more functiondefs truncated] ...\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os \nfrom PIL import Image, ImageFilter\nimport matplotlib.pyplot as plt\nimport matplotlib.image as mpimg\n# import seaborn as sns\nimport pandas as pd\nimport numpy as np\nimport random\n\n\n ... [1 more functiondefs truncated] ...\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
be1f1730e3c83173cbfa65bc65d2316eb598bfbe
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # - - - - - - - - - - - # @author like # @since 2021-02-23 11:08 # @email 980650920@qq.com # 十点到十二点的气温变化 from matplotlib import pyplot as plt from matplotlib import rc from matplotlib import font_manager import random x = range(0, 120) y = [random.randint(20, 35) for i in range(120)] plt.figure(figsize=(20, 8), dpi=80) plt.plot(x, y) # 中文字体 chFont = font_manager.FontProperties(family="SimHei") # SimHei # chFont = font_ Error: SyntaxError / EOF
|
Fixed Code: # - - - - - - - - - - - # @author like # @since 2021-02-23 11:08 # @email 980650920@qq.com # 十点到十二点的气温变化 from matplotlib import pyplot as plt from matplotlib import rc from matplotlib import font_manager import random x = range(0, 120) y = [random.randint(20, 35) for i in range(120)] plt.figure(figsize=(20, 8), dpi=80) plt.plot(x, y) # 中文字体 Explanation: Complete the truncated code structure
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 430
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# - - - - - - - - - - - \n# @author like\n# @since 2021-02-23 11:08\n# @email 980650920@qq.com\n# \u5341\u70b9\u5230\u5341\u4e8c\u70b9\u7684\u6c14\u6e29\u53d8\u5316\n\nfrom matplotlib import pyplot as plt\nfrom matplotlib import rc\nfrom matplotlib import font_manager\n\nimport random\n\nx = range(0, 120)\ny = [random.randint(20, 35) for i in range(120)]\n\nplt.figure(figsize=(20, 8), dpi=80)\n\nplt.plot(x, y)\n\n# \u4e2d\u6587\u5b57\u4f53\nchFont = font_manager.FontProperties(family=\"SimHei\") # SimHei\n# chFont = font_\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# - - - - - - - - - - - \n# @author like\n# @since 2021-02-23 11:08\n# @email 980650920@qq.com\n# \u5341\u70b9\u5230\u5341\u4e8c\u70b9\u7684\u6c14\u6e29\u53d8\u5316\n\nfrom matplotlib import pyplot as plt\nfrom matplotlib import rc\nfrom matplotlib import font_manager\n\nimport random\n\nx = range(0, 120)\ny = [random.randint(20, 35) for i in range(120)]\n\nplt.figure(figsize=(20, 8), dpi=80)\n\nplt.plot(x, y)\n\n# \u4e2d\u6587\u5b57\u4f53\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be1f5618419f3d6206980e4841ac306ca5a5ac13
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import os, sys, cdms2, vcs, vcs.testing.regression as regression dataset = cdms2.open(os.path.join(vcs.sample_data,"clt.nc")) data = dataset("clt") canvas = regression.init() isoline = canvas.createisoline() isoline.label="y" texts=[] colors = [] for i in range(10): text = canvas.createtext() text.color = 50 + 12 * i text.height = 12 colors.append(100 + 12 * i) if i%2 == 0: texts.append(text.name) else: texts.append(text) isoline.text = texts # First ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: canvas.plot(data, isoline, bg=1) baseline = os.path.splitext(sys.argv[1]) baselineImage = "%s%s"%baseline ret = regression.run_wo_terminate(canvas, "test_vcs_isoline_labels.png", baselineImage)
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 492
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport os, sys, cdms2, vcs, vcs.testing.regression as regression\n\ndataset = cdms2.open(os.path.join(vcs.sample_data,\"clt.nc\"))\ndata = dataset(\"clt\")\ncanvas = regression.init()\nisoline = canvas.createisoline()\nisoline.label=\"y\"\ntexts=[]\ncolors = []\nfor i in range(10):\n text = canvas.createtext()\n text.color = 50 + 12 * i\n text.height = 12\n colors.append(100 + 12 * i)\n if i%2 == 0:\n texts.append(text.name)\n else:\n texts.append(text)\nisoline.text = texts\n\n# First\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:\ncanvas.plot(data, isoline, bg=1)\n\nbaseline = os.path.splitext(sys.argv[1])\nbaselineImage = \"%s%s\"%baseline\nret = regression.run_wo_terminate(canvas, \"test_vcs_isoline_labels.png\", baselineImage)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be1f96521bb4c93e3fbc514880ddde1a151dfa0d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python2 # -*- coding: utf-8 -*- ... [22 more functiondefs truncated ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 4 - expected ']' • Invalid syntax at line 4: ... [22 more functiondefs truncated ... Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review syntax near the error location
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beginner
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 94
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python2\n# -*- coding: utf-8 -*-\n\n ... [22 more functiondefs truncated ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 4 - expected ']'\n \u2022 Invalid syntax at line 4: ... [22 more functiondefs truncated ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
be204f98e2c8943df601cdf5f75bb96f08fc6392
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 def reduce_connection_box(box): """ Reduce the number of connection boxes by merging some. Examples: >>> reduce_connection_box('IMUX0') 'IMUX' >>> reduce_connection_box('IMUX1') 'IMUX' >>> reduce_connection_box('IMUX10') 'IMUX' >>> reduce_connection_box('BRAM_ADDR') 'IMUX' >>> reduce_connection_box('A_L10') 'A' >>> reduce_connection_box('B') 'B' >>> reduce_connection_box('B_L') 'B' """ box = CONNECTION_BOX_FILTER.match(box).group(1) if 'BRAM_ADDR' in box: box = 'IMUX' if box.endswith('_L'): box = box.replace('_L', '') return box REBUF_NODES = {} REBUF_SOURCES = {} def get_clk_hrow_and_rebuf_tiles_sorted(cur): """ Finds all CLK_HROW_TOP_R, CLK_HROW_BOT_T and REBUF tiles. returns them in a list sorted according to their Y coordinates. """ cur.execute( """ SELECT name FROM phy_tile WHERE name LIKE "CLK_HROW_BOT_R_%" OR name LIKE "CLK_HROW_TOP_R_%" OR name LIKE "CLK_BUFG_REBUF_%" ORDER BY grid_y DESC; """ ) return [t[0] for t in cur.fetchall()] def populate_bufg_rebuf_map(conn): global REBUF_NODES REBUF_NODES = {} global REBUF_SOURCES REBUF_SOURCES = {} rebuf_wire_regexp = re.compile( 'CLK_BUFG_REBUF_R_CK_GCLK([0-9]+)_(BOT|TOP)' ) cur = conn.cursor() # Find CLK_HROW_TOP_R, CLK_HROW_TOP_R and REBUF tiles. rebuf_and_hrow_tiles = get_clk_hrow_and_rebuf_tiles_sorted(cur) # Append None on both ends of the list to simplify the code below. rebuf_and_hrow_tiles = [None] + rebuf_and_hrow_tiles + [None] ... [29 more functiondefs truncated] ...
|
Functions: reduce_connection_box, get_clk_hrow_and_rebuf_tiles_sorted, populate_bufg_rebuf_map This code demonstrates Pythoncode:Python programming.
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intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 3
| 0
| 1,702
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\ndef reduce_connection_box(box):\n \"\"\" Reduce the number of connection boxes by merging some.\n\n Examples:\n\n >>> reduce_connection_box('IMUX0')\n 'IMUX'\n >>> reduce_connection_box('IMUX1')\n 'IMUX'\n >>> reduce_connection_box('IMUX10')\n 'IMUX'\n >>> reduce_connection_box('BRAM_ADDR')\n 'IMUX'\n >>> reduce_connection_box('A_L10')\n 'A'\n >>> reduce_connection_box('B')\n 'B'\n >>> reduce_connection_box('B_L')\n 'B'\n\n \"\"\"\n\n box = CONNECTION_BOX_FILTER.match(box).group(1)\n\n if 'BRAM_ADDR' in box:\n box = 'IMUX'\n\n if box.endswith('_L'):\n box = box.replace('_L', '')\n\n return box\n\n\nREBUF_NODES = {}\nREBUF_SOURCES = {}\n\n\ndef get_clk_hrow_and_rebuf_tiles_sorted(cur):\n \"\"\"\n Finds all CLK_HROW_TOP_R, CLK_HROW_BOT_T and REBUF tiles.\n returns them in a list sorted according to their Y coordinates.\n \"\"\"\n\n cur.execute(\n \"\"\"\nSELECT name\nFROM phy_tile\nWHERE\n name LIKE \"CLK_HROW_BOT_R_%\"\nOR\n name LIKE \"CLK_HROW_TOP_R_%\"\nOR\n name LIKE \"CLK_BUFG_REBUF_%\"\nORDER BY grid_y DESC;\n \"\"\"\n )\n\n return [t[0] for t in cur.fetchall()]\n\n\ndef populate_bufg_rebuf_map(conn):\n global REBUF_NODES\n REBUF_NODES = {}\n\n global REBUF_SOURCES\n REBUF_SOURCES = {}\n\n rebuf_wire_regexp = re.compile(\n 'CLK_BUFG_REBUF_R_CK_GCLK([0-9]+)_(BOT|TOP)'\n )\n\n cur = conn.cursor()\n\n # Find CLK_HROW_TOP_R, CLK_HROW_TOP_R and REBUF tiles.\n rebuf_and_hrow_tiles = get_clk_hrow_and_rebuf_tiles_sorted(cur)\n # Append None on both ends of the list to simplify the code below.\n rebuf_and_hrow_tiles = [None] + rebuf_and_hrow_tiles + [None]\n\n\n ... [29 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: reduce_connection_box, get_clk_hrow_and_rebuf_tiles_sorted, populate_bufg_rebuf_map\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
be20c61ee255e8ce67c5713e68e8dff144cc5ef4
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: ######################### ######################### # Need to account for limit in input period ######################### ######################### # Baseline M67 long script -- NO crowding # New script copied from quest - want to take p and ecc from each population (all, obs, rec) and put them into separate file # Doing this so we don't have to run analyse each time # Can write separate script for p-ecc plots # Quest paths in this version of script import pandas as pd import numpy as np import os from astropy.coordinates import SkyCoord from astropy import units, constants from astropy.modeling import models, fitting import scipy.stats from scipy.integrate import quad #for Quest import matplotlib def file_len(fname): i = 0 with open(fname) as f: for i, l in enumerate(f): pass return i + 1 def getPhs(sigma, m1=1*units.solMass, m2=1*units.solMass, m3=0.5*units.solMass): Phs = np.pi*constants.G/np.sqrt(2.)*(m1*m2/m3)**(3./2.)*(m1 + m2)**(-0.5)*sigma**(-3.) return Phs.decompose().to(units.day) #similar to field, but limiting by the hard-soft boundary def fitRagfb(): x = [0.05, 0.1, 1, 8, 15] #estimates of midpoints in bins, or using this: https://sites.uni.edu/morgans/astro/course/Notes/section2/spectralmasses.html y = [0.20, 0.35, 0.50, 0.70, 0.75] init = models.PowerLaw1D(amplitude=0.5, x_0=1, alpha=-1.) fitter = fitting.LevMarLSQFitter() fit = fitter(init, x, y) return fit def RagNormal(x, cdf = False): mean = 5.03 std = 2.28 if (cdf): return scipy.stats.norm.cdf(x,mean,std) return scipy.stats.norm.pdf(x,mean,std) ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 37 Buggy code: x = [0.05, 0.1, 1, 8, 15] #estimates of midpoints in bins, or using this: https://sites.uni.edu/morgans/astro/course/Notes/section2/spectralmasses.html Should be: x = [0.05, 0.1, 1, 8, 15] #estimates of midpoints in bins, and using this: https://sites.uni.edu/morgans/astro/course/Notes/section2/spectralmasses.html Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
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intermediate
|
api
|
logical_errors
|
Pythoncode:Python
| 4
| 0
| 1,620
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#########################\n#########################\n# Need to account for limit in input period\n#########################\n#########################\n\n# Baseline M67 long script -- NO crowding\n# New script copied from quest - want to take p and ecc from each population (all, obs, rec) and put them into separate file\n# Doing this so we don't have to run analyse each time\n# Can write separate script for p-ecc plots\n# Quest paths in this version of script\n\nimport pandas as pd\nimport numpy as np\nimport os\nfrom astropy.coordinates import SkyCoord\nfrom astropy import units, constants\nfrom astropy.modeling import models, fitting\nimport scipy.stats\nfrom scipy.integrate import quad\n\n#for Quest\nimport matplotlib\ndef file_len(fname):\n\ti = 0\n\twith open(fname) as f:\n\t\tfor i, l in enumerate(f):\n\t\t\tpass\n\treturn i + 1\n\ndef getPhs(sigma, m1=1*units.solMass, m2=1*units.solMass, m3=0.5*units.solMass):\n\tPhs = np.pi*constants.G/np.sqrt(2.)*(m1*m2/m3)**(3./2.)*(m1 + m2)**(-0.5)*sigma**(-3.)\n\treturn Phs.decompose().to(units.day)\n\n#similar to field, but limiting by the hard-soft boundary\ndef fitRagfb():\n\tx = [0.05, 0.1, 1, 8, 15] #estimates of midpoints in bins, or using this: https://sites.uni.edu/morgans/astro/course/Notes/section2/spectralmasses.html\n\ty = [0.20, 0.35, 0.50, 0.70, 0.75]\n\tinit = models.PowerLaw1D(amplitude=0.5, x_0=1, alpha=-1.)\n\tfitter = fitting.LevMarLSQFitter()\n\tfit = fitter(init, x, y)\n\n\treturn fit\n\ndef RagNormal(x, cdf = False):\n\tmean = 5.03\n\tstd = 2.28\n\tif (cdf):\n\t\treturn scipy.stats.norm.cdf(x,mean,std)\n\n\treturn scipy.stats.norm.pdf(x,mean,std)\n\n\n\n ... [1 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 37\n\n Buggy code:\n x = [0.05, 0.1, 1, 8, 15] #estimates of midpoints in bins, or using this: https://sites.uni.edu/morgans/astro/course/Notes/section2/spectralmasses.html\n\n Should be:\n x = [0.05, 0.1, 1, 8, 15] #estimates of midpoints in bins, and using this: https://sites.uni.edu/morgans/astro/course/Notes/section2/spectralmasses.html\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
be20fd972c9533d7359e606c8ff9c31f5c519ad2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import FWCore.ParameterSet.Config as cms import os process = cms.Process("summary") process.MessageLogger = cms.Service( "MessageLogger", debugModules = cms.untracked.vstring( "*" ), cout = cms.untracked.PSet( threshold = cms.untracked.string( "DEBUG" ) ), destinations = cms.untracked.vstring( "cout" ) ) process.maxEvents = cms.untracked.PSet( input = cms.untracked.int32(1) ) process.source = cms.Source("EmptySource", numberEventsInRun = cms.untracked.uint32(1), firstRun = cms.untracked.uint32(1) ) process.load("CondCore.CondDB.CondDB_cfi") process.load("CondTools.BeamSpot.BeamSpotRcdPrinter_cfi") ### 2018 Prompt process.BeamSpotRcdPrinter.tagName = "BeamSpotObjects_PCL_byLumi_v0_prompt" process.BeamSpotRcdPrinter.startIOV = 1350646955507767 process.BeamSpotRcdPrinter.endIOV = 1406876667347162 process.BeamSpotRcdPrinter.output = "summary2018_Prompt.txt" ### 2017 ReReco #process.BeamSpotRcdPrinter.tagName = "BeamSpotObjects_LumiBased_v4_offline" #process.BeamSpotRcdPrinter.startIOV = 1275820035276801 #process.BeamSpotRcdPrinter.endIOV = 1316235677532161 ### 2018 ABC ReReco #process.BeamSpotRcdPrinter.tagName = "BeamSpotObjects_LumiBased_v4_offline" #process.BeamSpotRcdPrinter.startIOV = 1354018504835073 #process.BeamSpotRcdPrinter.endIOV = 1374668707594734 ### 2018D Prompt #process.BeamSpotRcdPrinter.tagName = "BeamSpotObjects_PCL_byLumi_v0_prompt" #process.BeamSpotRcdPrinter.startIOV = 1377280047710242 #process.BeamSpotRcdPrinter.endIOV = 1406876667347162 process.p = cms.Path(process.BeamSpotRcdPrinter)
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 16 Unexpected indentation at line 17
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intermediate
|
ui
|
code_review
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Pythoncode:Python
| 0
| 0
| 1,712
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport FWCore.ParameterSet.Config as cms\nimport os\n\nprocess = cms.Process(\"summary\")\n\nprocess.MessageLogger = cms.Service( \"MessageLogger\",\n debugModules = cms.untracked.vstring( \"*\" ),\n cout = cms.untracked.PSet( threshold = cms.untracked.string( \"DEBUG\" ) ),\n destinations = cms.untracked.vstring( \"cout\" )\n )\n\nprocess.maxEvents = cms.untracked.PSet(\n input = cms.untracked.int32(1)\n)\nprocess.source = cms.Source(\"EmptySource\",\n numberEventsInRun = cms.untracked.uint32(1),\n firstRun = cms.untracked.uint32(1)\n)\n\nprocess.load(\"CondCore.CondDB.CondDB_cfi\")\nprocess.load(\"CondTools.BeamSpot.BeamSpotRcdPrinter_cfi\")\n\n### 2018 Prompt\nprocess.BeamSpotRcdPrinter.tagName = \"BeamSpotObjects_PCL_byLumi_v0_prompt\"\nprocess.BeamSpotRcdPrinter.startIOV = 1350646955507767\nprocess.BeamSpotRcdPrinter.endIOV = 1406876667347162\nprocess.BeamSpotRcdPrinter.output = \"summary2018_Prompt.txt\"\n\n### 2017 ReReco\n#process.BeamSpotRcdPrinter.tagName = \"BeamSpotObjects_LumiBased_v4_offline\"\n#process.BeamSpotRcdPrinter.startIOV = 1275820035276801\n#process.BeamSpotRcdPrinter.endIOV = 1316235677532161\n\n### 2018 ABC ReReco\n#process.BeamSpotRcdPrinter.tagName = \"BeamSpotObjects_LumiBased_v4_offline\"\n#process.BeamSpotRcdPrinter.startIOV = 1354018504835073\n#process.BeamSpotRcdPrinter.endIOV = 1374668707594734\n\n### 2018D Prompt\n#process.BeamSpotRcdPrinter.tagName = \"BeamSpotObjects_PCL_byLumi_v0_prompt\"\n#process.BeamSpotRcdPrinter.startIOV = 1377280047710242\n#process.BeamSpotRcdPrinter.endIOV = 1406876667347162\n\nprocess.p = cms.Path(process.BeamSpotRcdPrinter)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 16\n Unexpected indentation at line 17"}]
| false
| null | null | null |
be21dcede1ec1af84c0ccb9e8297bd042d23271a
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from django.urls import path from rest_framework_simplejwt.views import ( TokenObtainPairView, TokenRefreshView, TokenVerifyView # Complete this line urlpatterns = [ path('obtain/', TokenObtainPairView.as_view(), name='token_obtain_pair'), path('refresh/', TokenRefreshView.as_view(), name='token_refresh'), path('verify/', TokenVerifyView.as_view(), name='token_verify'), ]
|
The missing line is: )
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intermediate
|
ui
|
fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 381
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.urls import path\nfrom rest_framework_simplejwt.views import (\n TokenObtainPairView,\n TokenRefreshView,\n TokenVerifyView\n # Complete this line\n\nurlpatterns = [\n path('obtain/', TokenObtainPairView.as_view(), name='token_obtain_pair'),\n path('refresh/', TokenRefreshView.as_view(), name='token_refresh'),\n path('verify/', TokenVerifyView.as_view(), name='token_verify'),\n]"}, {"role": "assistant", "content": "The missing line is:\n)"}]
| false
| null | null | null |
be237e880ccb11dff8fac9488a75005cce1dd897
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TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from ftplib import FTP,error_perm, all_errors import posixpath from io import BytesIO,SEEK_SET from .source import DataSource import sys import re def parseFTPurl( url ): m = reftp.match( url ) if m: g = m.groups() result = { "mode" : g[0], "username" : g[2] and "", "password" : g[3] or "", "hostname" : g[4] or "", "port" : int(g[5][1:]) if g[5] else 0, "path" : g[6] or "/", } if result['port'] == 0: if result['mode'] == ssh: result['port'] = 22 else: result['port'] = 21 # ftp port default return result raise ValueError("invalid: %s"%url) def utf8_fix(s): return ''.join([ a if ord(a)<128 else "%02X"%ord(a) for a in s]) class FTPWriter(object): """docstring for FTPWriter""" def __init__(self, ftp, path): super(FTPWriter, self).__init__() self.ftp = ftp self.path = path self.file = BytesIO() def write(self,data): return self.file.write(data) def seek(self,pos,whence=SEEK_SET): return self.file.seek(pos,whence) def tell(self): return self.file.tell() def close(self): self.file.seek(0) text = "STOR " + utf8_fix(self.path) self.ftp.storbinary(text, self.file) def __enter__(self): return self def __exit__(self,typ,val,tb): if typ is None: self.close() class FTPReader(object): """docstring for FTPWriter""" def __init__(self, ftp, path): super(FTPReader, self).__init__() self.ftp = ftp self.path = path self.file = BytesIO() # open the file text = "RETR " + utf8_fix(self.path) self.ftp.retrbinary(text, self.file.write) self.file.seek(0) def read(self,n=None): return self.file.read(n) def seek(self,pos,whence=SEEK_SET): return self.file.seek(pos,whence) def tell(self): return self.file.tell() def close(self): self.file.close() def __enter__(self): return self def __exit__(self,typ,val,tb): if typ is None: self.close() class FTPSource(DataSource): """ there is some sort of problem with utf-8/latin-1 and ftplib storbinary must accepts a STRING, since it builds a cmd and add the CRLF to the input argument using the plus operator. the command fails when given unicode text (ord > 127) and also fails whenm given a byte string. """ # TODO: turn this into a directory generator # which first loads the directory, then loops over # loaded items. # TODO: on windows we need a way to view available # drive letters ... [22 more functiondefs truncated] ...
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Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 16 Buggy code: "username" : g[2] and "", Should be: "username" : g[2] or "", Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
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advanced
|
ui
|
logical_errors
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Pythoncode:Python
| 16
| 3
| 2,843
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n\nfrom ftplib import FTP,error_perm, all_errors\nimport posixpath\nfrom io import BytesIO,SEEK_SET\n\nfrom .source import DataSource\nimport sys\nimport re\n\ndef parseFTPurl( url ):\n m = reftp.match( url )\n if m:\n g = m.groups()\n result = {\n \"mode\" : g[0],\n \"username\" : g[2] and \"\",\n \"password\" : g[3] or \"\",\n \"hostname\" : g[4] or \"\",\n \"port\" : int(g[5][1:]) if g[5] else 0,\n \"path\" : g[6] or \"/\",\n }\n if result['port'] == 0:\n if result['mode'] == ssh:\n result['port'] = 22\n else:\n result['port'] = 21 # ftp port default\n return result\n\n raise ValueError(\"invalid: %s\"%url)\n\ndef utf8_fix(s):\n return ''.join([ a if ord(a)<128 else \"%02X\"%ord(a) for a in s])\n\nclass FTPWriter(object):\n \"\"\"docstring for FTPWriter\"\"\"\n def __init__(self, ftp, path):\n super(FTPWriter, self).__init__()\n self.ftp = ftp\n self.path = path\n self.file = BytesIO()\n\n def write(self,data):\n return self.file.write(data)\n\n def seek(self,pos,whence=SEEK_SET):\n return self.file.seek(pos,whence)\n\n def tell(self):\n return self.file.tell()\n\n def close(self):\n self.file.seek(0)\n text = \"STOR \" + utf8_fix(self.path)\n self.ftp.storbinary(text, self.file)\n\n def __enter__(self):\n return self\n\n def __exit__(self,typ,val,tb):\n if typ is None:\n self.close()\n\nclass FTPReader(object):\n \"\"\"docstring for FTPWriter\"\"\"\n def __init__(self, ftp, path):\n super(FTPReader, self).__init__()\n self.ftp = ftp\n self.path = path\n self.file = BytesIO()\n\n # open the file\n text = \"RETR \" + utf8_fix(self.path)\n self.ftp.retrbinary(text, self.file.write)\n self.file.seek(0)\n\n def read(self,n=None):\n return self.file.read(n)\n\n def seek(self,pos,whence=SEEK_SET):\n return self.file.seek(pos,whence)\n\n def tell(self):\n return self.file.tell()\n\n def close(self):\n self.file.close()\n\n def __enter__(self):\n return self\n\n def __exit__(self,typ,val,tb):\n if typ is None:\n self.close()\n\nclass FTPSource(DataSource):\n \"\"\"\n there is some sort of problem with utf-8/latin-1 and ftplib\n\n storbinary must accepts a STRING, since it builds a cmd and add\n the CRLF to the input argument using the plus operator.\n\n the command fails when given unicode text (ord > 127) and also\n fails whenm given a byte string.\n \"\"\"\n\n # TODO: turn this into a directory generator\n # which first loads the directory, then loops over\n # loaded items.\n\n # TODO: on windows we need a way to view available\n # drive letters\n\n ... [22 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 16\n\n Buggy code:\n \"username\" : g[2] and \"\",\n\n Should be:\n \"username\" : g[2] or \"\",\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
be23b9cced5e521037b8711e7bde05f5d17925f0
|
TheStack--python--000.parquet
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Debug this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- class KnowledgeBaseTest(shared_test_lib.BaseTestCase): """Tests for the knowledge base.""" # pylint: disable=protected-access _MACOS_PATHS = [ '/Users/dude/Library/Application Data/Google/Chrome/Default/Extensions', ('/Users/dude/Library/Application Data/Google/Chrome/Default/Extensions/' 'apdfllckaahabafndbhieahigkjlhalf'), '/private/var/log/system.log', '/Users/frank/Library/Application Data/Google/Chrome/Default', '/Users/hans/Library/Application Data/Google/Chrome/Default', ('/Users/frank/Library/Application Data/Google/Chrome/Default/' 'Extensions/pjkljhegncpnkpknbcohdijeoejaedia'), '/Users/frank/Library/Application Data/Google/Chrome/Default/Extensions'] _MACOS_USERS = [ {'name': 'root', 'path': '/var/root', 'sid': '0'}, {'name': 'frank', 'path': '/Users/frank', 'sid': '4052'}, {'name': 'hans', 'path': '/Users/hans', 'sid': '4352'}, {'name': 'dude', 'path': '/Users/dude', 'sid': '1123'}] _WINDOWS_PATHS = [ 'C:\\Users\\Dude\\SomeFolder\\Chrome\\Default\\Extensions', ('C:\\Users\\Dude\\SomeNoneStandardFolder\\Chrome\\Default\\Extensions\\' 'hmjkmjkepdijhoojdojkdfohbdgmmhki'), ('C:\\Users\\frank\\AppData\\Local\\Google\\Chrome\\Extensions\\' 'blpcfgokakmgnkcojhhkbfbldkacnbeo'), 'C:\\Users\\frank\\AppData\\Local\\Google\\Chrome\\Extensions', ('C:\\Users\\frank\\AppData\\Local\\Google\\Chrome\\Extensions\\' 'icppfcnhkcmnfdhfhphakoifcfokfdhg'), 'C:\\Windows\\System32', 'C:\\Stuff/with path separator\\Folder'] _WINDOWS_USERS = [ {'name': 'dude', 'path': 'C:\\Users\\dude', 'sid': 'S-1'}, {'name': 'frank', 'path': 'C:\\Users\\frank', 'sid': 'S-2'}] def _SetUserAccounts(self, knowledge_base_object, users): """Sets the user accounts in the knowledge base. Args: knowledge_base_object (KnowledgeBase): knowledge base. users (list[dict[str,str])): users. """ for user in users: identifier = user.get('sid', user.get('uid', None)) if not identifier: continue user_account = artifacts.UserAccountArtifact( identifier=identifier, user_directory=user.get('path', None), username=user.get('name', None)) knowledge_base_object.AddUserAccount(user_account) def testCodepageProperty(self): """Tests the codepage property.""" knowledge_base_object = knowledge_base.KnowledgeBase() self.assertEqual(knowledge_base_object.codepage, 'cp1252') def testHostnameProperty(self): """Tests the hostname property.""" knowledge_base_object = knowledge_base.KnowledgeBase() self.assertEqual(knowledge_base_object.hostname, '') ... [20 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 27 Unmatched closing bracket ')' at line 46 Unmatched closing bracket ')' at line 46 Unclosed '(' at line 46 - expected ')' ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 💡 Suggestions: Complete the expression on the last line Add closing quote at line 27 Add closing ')' bracket
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advanced
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testing
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debugging
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Pythoncode:Python
| 3
| 1
| 2,813
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\nclass KnowledgeBaseTest(shared_test_lib.BaseTestCase):\n \"\"\"Tests for the knowledge base.\"\"\"\n\n # pylint: disable=protected-access\n\n _MACOS_PATHS = [\n '/Users/dude/Library/Application Data/Google/Chrome/Default/Extensions',\n ('/Users/dude/Library/Application Data/Google/Chrome/Default/Extensions/'\n 'apdfllckaahabafndbhieahigkjlhalf'),\n '/private/var/log/system.log',\n '/Users/frank/Library/Application Data/Google/Chrome/Default',\n '/Users/hans/Library/Application Data/Google/Chrome/Default',\n ('/Users/frank/Library/Application Data/Google/Chrome/Default/'\n 'Extensions/pjkljhegncpnkpknbcohdijeoejaedia'),\n '/Users/frank/Library/Application Data/Google/Chrome/Default/Extensions']\n\n _MACOS_USERS = [\n {'name': 'root', 'path': '/var/root', 'sid': '0'},\n {'name': 'frank', 'path': '/Users/frank', 'sid': '4052'},\n {'name': 'hans', 'path': '/Users/hans', 'sid': '4352'},\n {'name': 'dude', 'path': '/Users/dude', 'sid': '1123'}]\n\n _WINDOWS_PATHS = [\n 'C:\\\\Users\\\\Dude\\\\SomeFolder\\\\Chrome\\\\Default\\\\Extensions',\n ('C:\\\\Users\\\\Dude\\\\SomeNoneStandardFolder\\\\Chrome\\\\Default\\\\Extensions\\\\'\n 'hmjkmjkepdijhoojdojkdfohbdgmmhki'),\n ('C:\\\\Users\\\\frank\\\\AppData\\\\Local\\\\Google\\\\Chrome\\\\Extensions\\\\'\n 'blpcfgokakmgnkcojhhkbfbldkacnbeo'),\n 'C:\\\\Users\\\\frank\\\\AppData\\\\Local\\\\Google\\\\Chrome\\\\Extensions',\n ('C:\\\\Users\\\\frank\\\\AppData\\\\Local\\\\Google\\\\Chrome\\\\Extensions\\\\'\n 'icppfcnhkcmnfdhfhphakoifcfokfdhg'),\n 'C:\\\\Windows\\\\System32',\n 'C:\\\\Stuff/with path separator\\\\Folder']\n\n _WINDOWS_USERS = [\n {'name': 'dude', 'path': 'C:\\\\Users\\\\dude', 'sid': 'S-1'},\n {'name': 'frank', 'path': 'C:\\\\Users\\\\frank', 'sid': 'S-2'}]\n\n def _SetUserAccounts(self, knowledge_base_object, users):\n \"\"\"Sets the user accounts in the knowledge base.\n\n Args:\n knowledge_base_object (KnowledgeBase): knowledge base.\n users (list[dict[str,str])): users.\n \"\"\"\n for user in users:\n identifier = user.get('sid', user.get('uid', None))\n if not identifier:\n continue\n\n user_account = artifacts.UserAccountArtifact(\n identifier=identifier, user_directory=user.get('path', None),\n username=user.get('name', None))\n\n knowledge_base_object.AddUserAccount(user_account)\n\n def testCodepageProperty(self):\n \"\"\"Tests the codepage property.\"\"\"\n knowledge_base_object = knowledge_base.KnowledgeBase()\n\n self.assertEqual(knowledge_base_object.codepage, 'cp1252')\n\n def testHostnameProperty(self):\n \"\"\"Tests the hostname property.\"\"\"\n knowledge_base_object = knowledge_base.KnowledgeBase()\n\n self.assertEqual(knowledge_base_object.hostname, '')\n\n\n ... [20 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 27\n Unmatched closing bracket ')' at line 46\n Unmatched closing bracket ')' at line 46\n Unclosed '(' at line 46 - expected ')'\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 27\n Add closing ')' bracket"}]
| false
| null | null | null |
be23cbbbbbb53c2c62b109846cda81e757eb1b58
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # https://leetcode.com/problems/word-break-ii/ from typing import List class Solution: def wordBreak(self, s: str, wordDict: List[str]) -> List[str]: # 做一个快速的检查，如果 s 中存在所有 word 都不包含的字母，则直接退出 set1 = set(s) set2 = set(''.join(wordDict)) if not set1.issubset(set2): return [] # dp[i] 的意思是，子字符串 s[:i] 能以怎样的方式进行分割 # 如果是 [[]] 则表示开头 # 如果是 [None]，则表示还没有访问到，或没有办法进行分割 # 如果是 [['a', 'b'], ['ab']] 则表示目前已经有两种方式拼出这个子字符串 dp = [None] * (len(s) + 1) dp[0] = [[]] for i in range(len(s) + 1): # 如果当前子字符串无法分割，则跳过 if dp[i] is None: continue tmp = s[i:] for w in wordDict: idx = len(w) + i if idx > len(s): continue if tmp.startswith(w): if dp[idx] is None: dp[idx] = [] # 将目前的所有方式全部添加到新的位置，并在每个的最后追加当前的单词 for dic in dp[i]: dp[idx].append(dic + [w]) if dp[-1] is None: return [] return [' '.join(res) for res in dp[-1]] def wordBreak_dfs(self, s: str, wordDict: List[str]) -> List[str]: def dfs(s: str, memo={}): if s in memo: return memo[s] if len(s) == 0: return [[]] res = [] for w in wordDict: if s.startswith(w): tmp = s[len(w):] combos = dfs(tmp, memo) for combo in combos: res.append([w] + combo) memo[s] = res return res return dfs(s) s = Solution() print(s.wordBreak_dfs('catsanddog', ["cat", "cats", "and", "sand", "dog"])) print(s.wordBreak_dfs('pineapplepenapple', [ "apple", "pen", "applepen", "pine", "pineapple"])) # text = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaabaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa" # words = ["a", "aa", "aaa", "aaaa", "aaaaa", "aaaaaa", # "aaaaaaa", "aaaaaaaa", "aaaaaaaaa", "aaaaaaaaaa"] # print(s.wordBreak(text, words))
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
|
refactoring
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Pythoncode:Python
| 3
| 1
| 2,244
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# https://leetcode.com/problems/word-break-ii/\n\nfrom typing import List\n\n\nclass Solution:\n def wordBreak(self, s: str, wordDict: List[str]) -> List[str]:\n\n # \u505a\u4e00\u4e2a\u5feb\u901f\u7684\u68c0\u67e5\uff0c\u5982\u679c s \u4e2d\u5b58\u5728\u6240\u6709 word \u90fd\u4e0d\u5305\u542b\u7684\u5b57\u6bcd\uff0c\u5219\u76f4\u63a5\u9000\u51fa\n set1 = set(s)\n set2 = set(''.join(wordDict))\n if not set1.issubset(set2):\n return []\n\n # dp[i] \u7684\u610f\u601d\u662f\uff0c\u5b50\u5b57\u7b26\u4e32 s[:i] \u80fd\u4ee5\u600e\u6837\u7684\u65b9\u5f0f\u8fdb\u884c\u5206\u5272\n # \u5982\u679c\u662f [[]] \u5219\u8868\u793a\u5f00\u5934\n # \u5982\u679c\u662f [None]\uff0c\u5219\u8868\u793a\u8fd8\u6ca1\u6709\u8bbf\u95ee\u5230\uff0c\u6216\u6ca1\u6709\u529e\u6cd5\u8fdb\u884c\u5206\u5272\n # \u5982\u679c\u662f [['a', 'b'], ['ab']] \u5219\u8868\u793a\u76ee\u524d\u5df2\u7ecf\u6709\u4e24\u79cd\u65b9\u5f0f\u62fc\u51fa\u8fd9\u4e2a\u5b50\u5b57\u7b26\u4e32\n dp = [None] * (len(s) + 1)\n dp[0] = [[]]\n\n for i in range(len(s) + 1):\n # \u5982\u679c\u5f53\u524d\u5b50\u5b57\u7b26\u4e32\u65e0\u6cd5\u5206\u5272\uff0c\u5219\u8df3\u8fc7\n if dp[i] is None:\n continue\n tmp = s[i:]\n for w in wordDict:\n idx = len(w) + i\n if idx > len(s):\n continue\n if tmp.startswith(w):\n if dp[idx] is None:\n dp[idx] = []\n # \u5c06\u76ee\u524d\u7684\u6240\u6709\u65b9\u5f0f\u5168\u90e8\u6dfb\u52a0\u5230\u65b0\u7684\u4f4d\u7f6e\uff0c\u5e76\u5728\u6bcf\u4e2a\u7684\u6700\u540e\u8ffd\u52a0\u5f53\u524d\u7684\u5355\u8bcd\n for dic in dp[i]:\n dp[idx].append(dic + [w])\n\n if dp[-1] is None:\n return []\n return [' '.join(res) for res in dp[-1]]\n\n def wordBreak_dfs(self, s: str, wordDict: List[str]) -> List[str]:\n\n def dfs(s: str, memo={}):\n if s in memo:\n return memo[s]\n if len(s) == 0:\n return [[]]\n\n res = []\n for w in wordDict:\n if s.startswith(w):\n tmp = s[len(w):]\n combos = dfs(tmp, memo)\n for combo in combos:\n res.append([w] + combo)\n\n memo[s] = res\n\n return res\n\n return dfs(s)\n\n\ns = Solution()\n\nprint(s.wordBreak_dfs('catsanddog', [\"cat\", \"cats\", \"and\", \"sand\", \"dog\"]))\n\nprint(s.wordBreak_dfs('pineapplepenapple', [\n \"apple\", \"pen\", \"applepen\", \"pine\", \"pineapple\"]))\n\n# text = \"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaabaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"\n# words = [\"a\", \"aa\", \"aaa\", \"aaaa\", \"aaaaa\", \"aaaaaa\",\n# \"aaaaaaa\", \"aaaaaaaa\", \"aaaaaaaaa\", \"aaaaaaaaaa\"]\n\n# print(s.wordBreak(text, words))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
be247dcc0b3afb4ed9e9527cdfcf9da7e14edb83
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # Copyright 2012 New Dream Network, LLC (DreamHost) # 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
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
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advanced
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testing
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error_detection
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Pythoncode:Python
| 4
| 4
| 500
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2012 New Dream Network, LLC (DreamHost)\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
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MID_STRING
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CRITICAL
|
be260edf2b0780a31f443fdc8e024043c1398df0
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from decimal import Decimal from .abc import WithdrawalStrategy # Bengen's Floor-to-Ceiling, as described in McClung's Living Off Your Money class FloorCeiling(WithdrawalStrategy): def __init__(self, portfolio, harvest_strategy, rate=.05, floor=.9, ceiling=1.25): super().__init__(portfolio, harvest_strategy) self.floor = Decimal(floor) self.ceiling = Decimal(ceiling) self.rate = Decimal(rate) def start(self): amount = self.rate * self.portfolio.value self.initial_amount = amount return amount def next(self): amount = self.rate * self.portfolio.value initial_amount_inflation_adjusted = self.initial_amount * self.cumulative_inflation floor = initial_amount_inflation_adjusted * self.floor ceiling = initial_amount_inflation_adjusted * self.ceiling amount = max(amount, floor) amount = min(amount, ceiling) return amount
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
oop
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refactoring
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Pythoncode:Python
| 3
| 1
| 959
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom decimal import Decimal\nfrom .abc import WithdrawalStrategy\n\n# Bengen's Floor-to-Ceiling, as described in McClung's Living Off Your Money\n\nclass FloorCeiling(WithdrawalStrategy):\n def __init__(self, portfolio, harvest_strategy, rate=.05, floor=.9, ceiling=1.25):\n super().__init__(portfolio, harvest_strategy)\n\n self.floor = Decimal(floor)\n self.ceiling = Decimal(ceiling)\n self.rate = Decimal(rate)\n\n def start(self):\n amount = self.rate * self.portfolio.value\n self.initial_amount = amount\n return amount\n\n def next(self):\n amount = self.rate * self.portfolio.value\n\n initial_amount_inflation_adjusted = self.initial_amount * self.cumulative_inflation\n\n floor = initial_amount_inflation_adjusted * self.floor\n ceiling = initial_amount_inflation_adjusted * self.ceiling\n\n amount = max(amount, floor)\n amount = min(amount, ceiling)\n\n return amount"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
be26276b9a7545ff4607b3e77287b80155ccbf7d
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: class BME280(object): ... [10 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 1 has no indented body IndentationError at line 4 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
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beginner
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oop
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debugging
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Pythoncode:Python
| 0
| 1
| 71
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nclass BME280(object):\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 1 has no indented body\n IndentationError at line 4\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 |
be2647506be1ffc3fcefa8eacc15a737776b73ab
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. ... [7 more classdefs truncated] ...
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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
| 831
| false
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n\n ... [7 more classdefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
be2674ce54565aac0c872fd9c167bb04e3da2fda
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- def lap(msg): """Records time elapsed.""" global start, total elapsed = (time.time() - start) - total total = time.time() - start if elapsed > 3600: print(f'(+{elapsed/3600:.2f}h|t:{total/3600:.2f}h) {msg}') elif elapsed > 60: if total > 3600: print(f'(+{elapsed/60:.2f}m|t:{total/3600:.2f}h) {msg}') else: print(f'(+{elapsed/60:.2f}m|t:{total/60:.2f}m) {msg}') else: if total > 3600: print(f'(+{elapsed:.3f}s|t:{total/3600:.2f}h) {msg}') elif total > 60: print(f'(+{elapsed:.3f}s|t:{total/60:.2f}m) {msg}') else: print(f'(+{elapsed:.3f}s|t:{total:.3f}s) {msg}') lap("Importing modules...") from ast import literal_eval from functools import reduce import os import sys import numpy as np import pandas as pd from sklearn.feature_extraction.text import TfidfVectorizer from sklearn.metri ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def get_long_text_cosine_distance(los1, los2): """Calculates cosine distance between two killmails' item lists.
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intermediate
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database
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incomplete_code
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Pythoncode:Python
| 2
| 0
| 951
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef lap(msg):\n \"\"\"Records time elapsed.\"\"\"\n global start, total\n elapsed = (time.time() - start) - total\n total = time.time() - start\n if elapsed > 3600:\n print(f'(+{elapsed/3600:.2f}h|t:{total/3600:.2f}h) {msg}')\n elif elapsed > 60:\n if total > 3600:\n print(f'(+{elapsed/60:.2f}m|t:{total/3600:.2f}h) {msg}')\n else:\n print(f'(+{elapsed/60:.2f}m|t:{total/60:.2f}m) {msg}')\n else:\n if total > 3600:\n print(f'(+{elapsed:.3f}s|t:{total/3600:.2f}h) {msg}')\n elif total > 60:\n print(f'(+{elapsed:.3f}s|t:{total/60:.2f}m) {msg}')\n else:\n print(f'(+{elapsed:.3f}s|t:{total:.3f}s) {msg}')\n\n\nlap(\"Importing modules...\")\n\nfrom ast import literal_eval\nfrom functools import reduce\nimport os\nimport sys\n\nimport numpy as np\nimport pandas as pd\nfrom sklearn.feature_extraction.text import TfidfVectorizer\nfrom sklearn.metri\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\ndef get_long_text_cosine_distance(los1, los2):\n \"\"\"Calculates cosine distance between two killmails' item lists."}]
| true
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syntax
|
HARD_CUT
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CRITICAL
|
be27d0cf506bd514ef2b8fd412eba196789b1b66
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np from itertools import product from typing import List from src.config import ConfigChess from src.chess.board import Board from src.chess.move import Move def get_all_possible_moves() -> List[Move]: all_possible_moves = set() array = np.zeros((ConfigChess.board_size, ConfigChess.board_size)).astype("int8") for i, j, piece in product( range
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 13 - expected ')' • SyntaxError: '(' was never closed at line 13 Fixes: • Add closing ')' bracket • Review code syntax
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intermediate
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general
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 383
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np\nfrom itertools import product\nfrom typing import List\n\nfrom src.config import ConfigChess\nfrom src.chess.board import Board\nfrom src.chess.move import Move\n\n\ndef get_all_possible_moves() -> List[Move]:\n all_possible_moves = set()\n array = np.zeros((ConfigChess.board_size, ConfigChess.board_size)).astype(\"int8\")\n for i, j, piece in product(\n range"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 13 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 13\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
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syntax
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MID_STRING
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CRITICAL
|
be28146fdfcf8ed2a16239294869650841f46a74
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from random import gauss class MultiRotor: """Simple vertical dynamics for a multirotor vehicle.""" GRAVITY = -9.81 def __init__( self, altitude=10, velocity=0, mass=1.54, emc=10.0, dt=0.05, noise=0.1 ): """ Args: altitude (float): initial altitude of the vehicle velocity (float): initial velocity of the vehicle mass (float): mass of the vehicle emc (float): electromechanical constant for the vehicle dt (float): simulation time step noise (float): standard deviation of normally distributed simulation noise """ self.y0 = altitude self.y1 = velocity self.mass = mass self.emc = emc self.dt = dt self.noise = noise def step(self, effort): """Advance the multirotor simulation and apply motor forces. Args: effort (float): related to the upward thrust of the vehicle, it must be >= 0 Return: The current state (altitude, velocity) of the vehicle. """ effort = max(0, effort) scaled_effort = self.emc / self.mass * effort net_acceleration = MultiRotor.GRAVITY - 0.75 * self.y1 + scaled_effort ... code continues ...
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Completion: Missing: Function 'step' is incomplete - body truncated To complete: • Complete the function 'step' body and add missing return Example continuation: # Don't let the vehcicle fall through the ground if self.y0 <= 0 and net_acceleration < 0: y0dot = 0 y1dot = 0
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advanced
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database
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incomplete_code
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Pythoncode:Python
| 4
| 1
| 1,272
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom random import gauss\n\n\nclass MultiRotor:\n \"\"\"Simple vertical dynamics for a multirotor vehicle.\"\"\"\n\n GRAVITY = -9.81\n\n def __init__(\n self, altitude=10, velocity=0, mass=1.54, emc=10.0, dt=0.05, noise=0.1\n ):\n \"\"\"\n\n Args:\n altitude (float): initial altitude of the vehicle\n velocity (float): initial velocity of the vehicle\n mass (float): mass of the vehicle\n emc (float): electromechanical constant for the vehicle\n dt (float): simulation time step\n noise (float): standard deviation of normally distributed simulation noise\n \"\"\"\n\n self.y0 = altitude\n self.y1 = velocity\n self.mass = mass\n self.emc = emc\n self.dt = dt\n self.noise = noise\n\n def step(self, effort):\n \"\"\"Advance the multirotor simulation and apply motor forces.\n\n Args:\n effort (float): related to the upward thrust of the vehicle,\n it must be >= 0\n\n Return:\n The current state (altitude, velocity) of the vehicle.\n \"\"\"\n\n effort = max(0, effort)\n\n scaled_effort = self.emc / self.mass * effort\n net_acceleration = MultiRotor.GRAVITY - 0.75 * self.y1 + scaled_effort\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'step' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'step' body and add missing return\n\n Example continuation:\n\n # Don't let the vehcicle fall through the ground\n if self.y0 <= 0 and net_acceleration < 0:\n y0dot = 0\n y1dot = 0"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
be2868ed0261dc37f256c2a99990b52d127544a4
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import re from typing import Any, ClassVar, Dict, List, NoReturn, Union from cryptography.exceptions import UnsupportedAlgorithm from cryptography.hazmat.backends import default_backend from cryptography.hazmat.primitives import serialization from requests import Response, Session from .exc import ( class Client: base_url: str soap_url: str session: Session # resources cuentas: ClassVar = CuentaFisica ordenes: ClassVar = Orden saldos: ClassVar = Saldo def __init__( self, empresa: str, priv_key: str, priv_key_passphrase: str, demo: bool = False, base_url: str = None, soap_url: str = None, timeout: tuple = None, ): self.timeout = timeout self.session = Session() self.session.headers['User-Agent'] = f'stpmex-python/{client_version}' if demo: host_url = DEMO_HOST self.session.verify = False else: host_url = PROD_HOST self.session.verify = True self.base_url = base_url and f'{host_url}/speiws/rest' self.soap_url = ( soap_url or f'{host_url}/spei/webservices/SpeiConsultaServices' ) try: self.pkey = serialization.load_pem_private_key( priv_key.encode('utf-8'), priv_key_passphrase.encode('ascii'), default_backend(), ) except (ValueError, TypeError, UnsupportedAlgorithm): raise InvalidPassphrase Resource.empresa = empresa Resource._client = self def post( self, endpoint: str, data: Dict[str, Any] ) -> Union[Dict[str, Any], List[Any]]: return self.request('post', endpoint, data) def put( self, endpoint: str, data: Dict[str, Any] ) -> Union[Dict[str, Any], List[Any]]: return self.request('put', endpoint, data) def delete( self, endpoint: str, data: Dict[str, Any] ) -> Union[Dict[str, Any], List[Any]]: return self.request('delete', endpoint, data) def request( self, method: str, endpoint: str, data: Dict[str, Any], **kwargs: Any ) -> Union[Dict[str, Any], List[Any]]: url = self.base_url + endpoint response = self.session.request( method, url, json=data, timeout=self.timeout, **kwargs, ) self._check_response(response) resultado = response.json() if 'resultado' in resultado: # Some responses are enveloped resultado = resultado['resultado'] return resultado @staticmethod ... [3 more functiondefs truncated] ...
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Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 9 - expected ')' • SyntaxError: '(' was never closed at line 9 Fix: Change operator back to correct one
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advanced
|
api
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error_detection
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Pythoncode:Python
| 5
| 1
| 2,711
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport re\nfrom typing import Any, ClassVar, Dict, List, NoReturn, Union\n\nfrom cryptography.exceptions import UnsupportedAlgorithm\nfrom cryptography.hazmat.backends import default_backend\nfrom cryptography.hazmat.primitives import serialization\nfrom requests import Response, Session\n\nfrom .exc import (\nclass Client:\n base_url: str\n soap_url: str\n session: Session\n\n # resources\n cuentas: ClassVar = CuentaFisica\n ordenes: ClassVar = Orden\n saldos: ClassVar = Saldo\n\n def __init__(\n self,\n empresa: str,\n priv_key: str,\n priv_key_passphrase: str,\n demo: bool = False,\n base_url: str = None,\n soap_url: str = None,\n timeout: tuple = None,\n ):\n self.timeout = timeout\n self.session = Session()\n self.session.headers['User-Agent'] = f'stpmex-python/{client_version}'\n if demo:\n host_url = DEMO_HOST\n self.session.verify = False\n else:\n host_url = PROD_HOST\n self.session.verify = True\n self.base_url = base_url and f'{host_url}/speiws/rest'\n self.soap_url = (\n soap_url or f'{host_url}/spei/webservices/SpeiConsultaServices'\n )\n\n try:\n self.pkey = serialization.load_pem_private_key(\n priv_key.encode('utf-8'),\n priv_key_passphrase.encode('ascii'),\n default_backend(),\n )\n except (ValueError, TypeError, UnsupportedAlgorithm):\n raise InvalidPassphrase\n Resource.empresa = empresa\n Resource._client = self\n\n def post(\n self, endpoint: str, data: Dict[str, Any]\n ) -> Union[Dict[str, Any], List[Any]]:\n return self.request('post', endpoint, data)\n\n def put(\n self, endpoint: str, data: Dict[str, Any]\n ) -> Union[Dict[str, Any], List[Any]]:\n return self.request('put', endpoint, data)\n\n def delete(\n self, endpoint: str, data: Dict[str, Any]\n ) -> Union[Dict[str, Any], List[Any]]:\n return self.request('delete', endpoint, data)\n\n def request(\n self, method: str, endpoint: str, data: Dict[str, Any], **kwargs: Any\n ) -> Union[Dict[str, Any], List[Any]]:\n url = self.base_url + endpoint\n response = self.session.request(\n method,\n url,\n json=data,\n timeout=self.timeout,\n **kwargs,\n )\n self._check_response(response)\n resultado = response.json()\n if 'resultado' in resultado: # Some responses are enveloped\n resultado = resultado['resultado']\n return resultado\n\n @staticmethod\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 9 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 9\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
be286e006cd7ef8775677a3d599b4cc9bc55f723
|
TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: import sys import os.path import timeit class TestListTypes( AqlTestCase ): def test_unique_list(self): ul = UniqueList( [1,2,3,2,1,3] ); ul.selfTest() self.assertEqual( ul, [2,3,1]) self.assertEqual( list(ul), [1,2,3]) ul = UniqueList() ul.append( 1 ); ul.selfTest() ul.append( 3 ); ul.selfTest() ul.append( 1 ); ul.selfTest() ul.append( 2 ); ul.selfTest() ul.append( 3 ); ul.selfTest() ul.append( 1 ); ul.selfTest() self.assertEqual( list(ul), [1,3,2]) ul.append_front( 2 ); ul.selfTest() self.assertEqual( list(ul), [2,1,3]) ul.extend( [4,1,2,2,5] ); ul.selfTest() self.assertEqual( list(ul), [2,1,3,4,5]) ul.extend_front( [1,2,2,3,1,1,5,5] ); ul.selfTest() self.assertEqual( list(ul), [1,2,3,5,4]) self.assertEqual( list(ul), [1,2,3,5,4]) ul.remove( 1 ); ul.selfTest() self.assertEqual( list(ul), [2,3,5,4]) ul.remove( 5 ); ul.selfTest() self.assertEqual( list(ul), [2,3,4]) ul.remove( 55 ); ul.selfTest() self.assertEqual( list(ul), [2,3,4]) self.assertEqual( ul.pop(), 4 ); ul.selfTest() self.assertEqual( ul.pop_front(), 2 ); ul.selfTest() self.assertEqual( ul.pop_front(), 3 ); ul.selfTest() ul += [1,2,2,2,3,1,2,4,3,3,5,4,5,5]; ul ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.assertEqual( list(ul), [1,2,3,4,5]) ul -= [2,2,2,4,33]; ul.selfTest() self.assertEqual( list(ul), [1,3,5])
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advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 1,329
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport sys\nimport os.path\nimport timeit\n\nclass TestListTypes( AqlTestCase ):\n def test_unique_list(self):\n \n ul = UniqueList( [1,2,3,2,1,3] ); ul.selfTest()\n \n self.assertEqual( ul, [2,3,1])\n self.assertEqual( list(ul), [1,2,3])\n \n ul = UniqueList()\n \n ul.append( 1 ); ul.selfTest()\n ul.append( 3 ); ul.selfTest()\n ul.append( 1 ); ul.selfTest()\n ul.append( 2 ); ul.selfTest()\n ul.append( 3 ); ul.selfTest()\n ul.append( 1 ); ul.selfTest()\n \n self.assertEqual( list(ul), [1,3,2])\n \n ul.append_front( 2 ); ul.selfTest()\n self.assertEqual( list(ul), [2,1,3])\n \n ul.extend( [4,1,2,2,5] ); ul.selfTest()\n self.assertEqual( list(ul), [2,1,3,4,5])\n \n ul.extend_front( [1,2,2,3,1,1,5,5] ); ul.selfTest()\n self.assertEqual( list(ul), [1,2,3,5,4])\n \n self.assertEqual( list(ul), [1,2,3,5,4])\n \n ul.remove( 1 ); ul.selfTest()\n self.assertEqual( list(ul), [2,3,5,4])\n \n ul.remove( 5 ); ul.selfTest()\n self.assertEqual( list(ul), [2,3,4])\n \n ul.remove( 55 ); ul.selfTest()\n self.assertEqual( list(ul), [2,3,4])\n \n self.assertEqual( ul.pop(), 4 ); ul.selfTest()\n self.assertEqual( ul.pop_front(), 2 ); ul.selfTest()\n \n self.assertEqual( ul.pop_front(), 3 ); ul.selfTest()\n \n ul += [1,2,2,2,3,1,2,4,3,3,5,4,5,5]; ul\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.assertEqual( list(ul), [1,2,3,4,5])\n \n ul -= [2,2,2,4,33]; ul.selfTest()\n self.assertEqual( list(ul), [1,3,5])"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
be288cac85f4b858cc1c87f0fce298bec6844670
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from datetime import datetime from src.utils import uploaded_file import os class App_Logger: def __init__(self): pass def log(self, file_object, email, log_message, log_writer_id): self.now = datetime.now() self.date = self.now.date() self.current_time = self.now.strftime("%H:%M:%S") file_object.write( email+ "_eda_" + log_writer_id + "\t\t" +str(self.date) + "/" + str(self.current_time) + "\t\t" +email+ "\t\t" +log_message +"\n")
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Functions: __init__, log Classes: App_Logger 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
| 2
| 1
| 502
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom datetime import datetime\nfrom src.utils import uploaded_file\nimport os\n\nclass App_Logger:\n def __init__(self):\n pass\n\n def log(self, file_object, email, log_message, log_writer_id):\n self.now = datetime.now()\n self.date = self.now.date()\n self.current_time = self.now.strftime(\"%H:%M:%S\")\n\n\n file_object.write(\n email+ \"_eda_\" + log_writer_id + \"\\t\\t\" +str(self.date) + \"/\" + str(self.current_time) + \"\\t\\t\" +email+ \"\\t\\t\" +log_message +\"\\n\")"}, {"role": "assistant", "content": " Functions: __init__, log\n Classes: App_Logger\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
be2a32ef4dd37c381a36c7a58f2812962caeb4d5
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # config params KB = 1024 MB = 1024*KB GB = 1024*MB # name of meta root dir META_DIR = ".metasync" # batching time for daemon SYNC_WAIT = 3 # blob size BLOB_UNIT = 32*MB # Increase of Paxos proposal number PAXOS_PNUM_INC = 10 # authentication directory import os AUTH_DIR = os.path.join(os.path.expanduser("~"), ".metasync")
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Syntax Analysis:
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intermediate
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machine_learning
|
syntax_repair
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Pythoncode:Python
| 0
| 0
| 334
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# config params\n\nKB = 1024\nMB = 1024*KB\nGB = 1024*MB\n\n# name of meta root dir\nMETA_DIR = \".metasync\"\n\n# batching time for daemon\nSYNC_WAIT = 3\n\n# blob size\nBLOB_UNIT = 32*MB\n\n # Increase of Paxos proposal number \nPAXOS_PNUM_INC = 10\n\n# authentication directory\nimport os\nAUTH_DIR = os.path.join(os.path.expanduser(\"~\"), \".metasync\")"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
be2a7a241325332e4117c63de7ba8c5d1c491871
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import unittest from py.tests.utils import test from py import valid_parentheses as vp class TestValidParentheses(unittest.TestCase): @test(vp.Solution.is_valid) def test_valid_parentheses(self) -> None: test("()", result=True) test("()[]{}", result=True) test("(]", result=False) test("([)]", result=False) test("{[]}", result=True) test("", result=True) test(")()", result=False) test("(())((())))", result=False)
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Functions: test_valid_parentheses Classes: TestValidParentheses This code demonstrates Pythoncode:Python programming.
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advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 547
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport unittest\nfrom py.tests.utils import test\nfrom py import valid_parentheses as vp\n\n\nclass TestValidParentheses(unittest.TestCase):\n\n @test(vp.Solution.is_valid)\n def test_valid_parentheses(self) -> None:\n test(\"()\", result=True)\n test(\"()[]{}\", result=True)\n test(\"(]\", result=False)\n test(\"([)]\", result=False)\n test(\"{[]}\", result=True)\n test(\"\", result=True)\n test(\")()\", result=False)\n test(\"(())((())))\", result=False)"}, {"role": "assistant", "content": " Functions: test_valid_parentheses\n Classes: TestValidParentheses\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
be2be4ab8f891e1d119f0c6cbe7bc4c566727644
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import tensorflow as tf import numpy as np import time import cv2 from hitnet.utils_hitnet import * drivingStereo_config = CameraConfig(0.546, 1000) class HitNet(): def __init__(self, model_path, model_type=ModelType.eth3d, camera_config=drivingStereo_config): self.fps = 0 self.timeLastPrediction = time.time() self.frameCounter = 0 self.camera_config = camera_config # Initialize model self.model = self.initialize_model(model_path, model_type) def __call__(self, left_img, right_img): return self.estimate_disparity(left_img, right_img) def initialize_model(self, model_path, model_type): self.model_type = model_type with tf.io.gfile.GFile(model_path, "rb") as f: graph_def = tf.compat.v1.GraphDef() loaded = graph_def.ParseFromString(f.read()) # Wrap frozen graph to ConcreteFunctions if self.model_type == ModelType.flyingthings: model = wrap_frozen_graph(graph_def=graph_def, inputs="input:0", outputs=["reference_output_disparity:0","secondary_output_disparity:0"]) else: model = wrap_frozen_graph(graph_def=graph_def, inputs="input:0", outputs="reference_output_disparity:0") return model def estimate_disparity(self, left_img, right_img): input_tensor = self.prepare_input(left_img, right_img) # Perform inference on the image if self.model_type == ModelType.flyingthings: left_disparity, right_disparity = self.inference(input_tensor) self.disparity_map = left_disparity else: self.disparity_map = self.inference(input_tensor) return self.disparity_map def get_depth(self): return self.camera_config.f*self.camera_config.baseline/self.disparity_map def prepare_input(self, left_img, right_img): if (self.model_type == ModelType.eth3d): # Shape (1, None, None, 2) left_img = cv2.cvtColor(left_img, cv2.COLOR_BGR2GRAY) right_img = cv2.cvtColor(right_img, cv2.COLOR_BGR2GRAY) left_img = np.expand_dims(left_img,2) right_img = np.expand_dims(right_img,2) combined_img = np.concatenate((left_img, right_img), axis=-1) / 255.0 else: # Shape (1, None, None, 6) left_img = cv2.cvtColor(left_img, cv2.COLOR_BGR2RGB) right_img = cv2.cvtColor(right_img, cv2.COLOR_BGR2RGB) combined_img = np.concatenate((left_img, right_img), axis=-1) / 255.0 return tf.convert_to_tensor(np.expand_dims(combined_img, 0), dtype=tf.float32) def inference(self, input_tensor): output = self.model(input_tensor) return np.squeeze(output)
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Code Review: ❌ Critical issues: Block at line 10 has no indented body Block at line 12 has no indented body Block at line 22 has no indented body Block at line 26 has no indented body Block at line 47 has no indented body Block at line 63 has no indented body Block at line 65 has no indented body ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 20 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 82 Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Avoid 'import *' at line 5 - import specific names ✨ Improvements: Add docstring to class 'HitNet' Add docstring to function '__init__' Add docstring to function 'initialize_model'
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advanced
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database
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code_review
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Pythoncode:Python
| 7
| 1
| 2,503
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport tensorflow as tf\nimport numpy as np\nimport time\nimport cv2\nfrom hitnet.utils_hitnet import *\n\n\ndrivingStereo_config = CameraConfig(0.546, 1000)\n\nclass HitNet():\n\n\tdef __init__(self, model_path, model_type=ModelType.eth3d, camera_config=drivingStereo_config):\n\n\t\tself.fps = 0\n\t\tself.timeLastPrediction = time.time()\n\t\tself.frameCounter = 0\n\t\tself.camera_config = camera_config\n\n\t\t# Initialize model\n\t\tself.model = self.initialize_model(model_path, model_type)\n\n\tdef __call__(self, left_img, right_img):\n\n\t\treturn self.estimate_disparity(left_img, right_img)\n\n\tdef initialize_model(self, model_path, model_type):\n\n\t\tself.model_type = model_type\n\n\t\twith tf.io.gfile.GFile(model_path, \"rb\") as f:\n\t\t\tgraph_def = tf.compat.v1.GraphDef()\n\t\t\tloaded = graph_def.ParseFromString(f.read())\n\n\t\t# Wrap frozen graph to ConcreteFunctions\n\t\tif self.model_type == ModelType.flyingthings:\n\t\t\tmodel = wrap_frozen_graph(graph_def=graph_def,\n\t\t\t\t\t\t\t\t\t\tinputs=\"input:0\",\n\t\t\t\t\t\t\t\t\t\toutputs=[\"reference_output_disparity:0\",\"secondary_output_disparity:0\"])\n\n\t\telse:\n\t\t\tmodel = wrap_frozen_graph(graph_def=graph_def,\n\t\t\t\t\t\t\t\t\t\tinputs=\"input:0\",\n\t\t\t\t\t\t\t\t\t\toutputs=\"reference_output_disparity:0\")\n\n\t\treturn model\n\n\tdef estimate_disparity(self, left_img, right_img):\n\n\t\tinput_tensor = self.prepare_input(left_img, right_img)\n\n\t\t# Perform inference on the image\n\t\tif self.model_type == ModelType.flyingthings:\n\t\t\tleft_disparity, right_disparity = self.inference(input_tensor)\n\t\t\tself.disparity_map = left_disparity\n\t\telse:\n\t\t\tself.disparity_map = self.inference(input_tensor)\n\n\t\treturn self.disparity_map\n\n\tdef get_depth(self):\n\t\treturn self.camera_config.f*self.camera_config.baseline/self.disparity_map\n\n\tdef prepare_input(self, left_img, right_img):\n\n\t\tif (self.model_type == ModelType.eth3d):\n\n\t\t\t# Shape (1, None, None, 2)\n\t\t\tleft_img = cv2.cvtColor(left_img, cv2.COLOR_BGR2GRAY)\n\t\t\tright_img = cv2.cvtColor(right_img, cv2.COLOR_BGR2GRAY)\n\n\t\t\tleft_img = np.expand_dims(left_img,2)\n\t\t\tright_img = np.expand_dims(right_img,2)\n\t\t\tcombined_img = np.concatenate((left_img, right_img), axis=-1) / 255.0\n\t\telse:\n\t\t\t# Shape (1, None, None, 6)\n\t\t\tleft_img = cv2.cvtColor(left_img, cv2.COLOR_BGR2RGB)\n\t\t\tright_img = cv2.cvtColor(right_img, cv2.COLOR_BGR2RGB)\n\t\t\tcombined_img = np.concatenate((left_img, right_img), axis=-1) / 255.0\n\n\n\t\treturn tf.convert_to_tensor(np.expand_dims(combined_img, 0), dtype=tf.float32)\n\t\t\n\tdef inference(self, input_tensor):\n\t\toutput = self.model(input_tensor)\n\n\t\treturn np.squeeze(output)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 10 has no indented body\n Block at line 12 has no indented body\n Block at line 22 has no indented body\n Block at line 26 has no indented body\n Block at line 47 has no indented body\n Block at line 63 has no indented body\n Block at line 65 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 20\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 52\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 82\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Avoid 'import *' at line 5 - import specific names\n\n\u2728 Improvements:\n Add docstring to class 'HitNet'\n Add docstring to function '__init__'\n Add docstring to function 'initialize_model'"}]
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be2c413f1972d5571cb52206e64c8dffe9762a99
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TheStack--python--000.parquet
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