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Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class PersonPluginTestCase(TestCa """ Test that PersonPlugin correctly displays a Person's page placeholders content """ def test_cms_plugins_person_form_page_choices(self): """ The form to create a person plugin should only list person pages in the select box. """ class PersonPluginModelForm(forms.ModelForm): """A form for testing the choices in the select box""" class Meta: model = PersonPluginModel exclude = () person = PersonFactory() other_page_title = "other page" create_page(other_page_title, "richie/fullwidth.html", settings.LANGUAGE_CODE) plugin_form = PersonPluginModelForm() self.assertIn(person.get_full_name(), plugin_form.as_table()) self.assertNotIn(other_page_title, plugin_form.as_table()) ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • Unclosed '(' at line 2 - expected ')' Fixes: • Complete the expression on the last line • Add closing quote at line 3 • Add closing ')' bracket
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 1
| 3
| 945
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass PersonPluginTestCase(TestCa\n \"\"\"\n Test that PersonPlugin correctly displays a Person's page placeholders content\n \"\"\"\n\n def test_cms_plugins_person_form_page_choices(self):\n \"\"\"\n The form to create a person plugin should only list person pages in the select box.\n \"\"\"\n\n class PersonPluginModelForm(forms.ModelForm):\n \"\"\"A form for testing the choices in the select box\"\"\"\n\n class Meta:\n model = PersonPluginModel\n exclude = ()\n\n person = PersonFactory()\n other_page_title = \"other page\"\n create_page(other_page_title, \"richie/fullwidth.html\", settings.LANGUAGE_CODE)\n plugin_form = PersonPluginModelForm()\n self.assertIn(person.get_full_name(), plugin_form.as_table())\n self.assertNotIn(other_page_title, plugin_form.as_table())\n\n\n ... [1 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 3\n \u2022 Unclosed '(' at line 2 - expected ')'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 3\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
9111af8dea9204ecc79252d0615a08b9fa56ab3b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # cython: language_level=3 # -*- coding: utf-8 -*- from mathics.core.expression import Expression from mathics.core.symbols import Atom, Symbol from mathics.core.atoms import Integer from mathics.builtin.base import MessageException def _pspec_span_to_tuple(pspec, expr): """ This function takes an expression and a Mathics `Span` Expression and returns a tuple with the positions of the leaves. """ start = 1 stop = None step = 1 leaves = pspec.leaves if len(leaves) > 3: raise MessageException("Part", "span", leaves) if len(leaves) > 0: start = leaves[0].get_int_value() if len(leaves) > 1: stop = leaves[1].get_int_value() if stop is None: if leaves[1].get_name() == "System`All": stop = None else: raise MessageException("Part", "span", pspec) else: stop = stop - 1 if stop > 0 else len(expr.leaves) + stop if len(pspec.leaves) > 2: step = leaves[2].get_int_value() if start is None or step is None: raise MessageException("Part", "span", pspec) if start == 0 or stop == 0: # index 0 is undefined raise MessageException("Part", "span", Integer(0)) if start < 0: start = len(expr.leaves) - start else: start = start - 1 if stop is None: stop = 0 if step < 0 else len(expr.leaves) - 1 stop = stop + 1 if step > 0 else stop - 1 return tuple(k for k in range(start, stop, step)) class ExpressionPointer(object): """ This class represents a reference to a leaf in an expression. Supports a minimal part of the basic interface of `mathics.core.symbols.BaseElement`. """
|
def __init__(self, expr, pos=None): """ Initializes a ExpressionPointer pointing to the leaf in position `pos` of `expr`. expr: can be an Expression, a Symbol, or another ExpressionPointer pos: int or None If `pos==0`, then the pointer points to the `head` of the expression. If `pos` is `None`, it points out the whole expression. """ if pos is None: if type(expr) is ExpressionPointer: self.parent = expr.parent self.position = expr.position else: self.parent = expr self.position = None else: self.parent = expr self.position = pos def __str__(self) -> str: return "%s[[%s]]" % (self.parent, self.position) def __repr__(self) -> str: return self.__str__() @property def original(self): return None @original.setter def original(self, value): raise ValueError("Expression.original is write protected.") @property ... [22 more functiondefs truncated] ...
|
advanced
|
ui
|
code_completion
|
Pythoncode:Python
| 6
| 1
| 2,868
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# cython: language_level=3\n# -*- coding: utf-8 -*-\n\n\nfrom mathics.core.expression import Expression\nfrom mathics.core.symbols import Atom, Symbol\nfrom mathics.core.atoms import Integer\nfrom mathics.builtin.base import MessageException\n\ndef _pspec_span_to_tuple(pspec, expr):\n \"\"\"\n This function takes an expression and a Mathics\n `Span` Expression and returns a tuple with the positions\n of the leaves.\n \"\"\"\n start = 1\n stop = None\n step = 1\n leaves = pspec.leaves\n if len(leaves) > 3:\n raise MessageException(\"Part\", \"span\", leaves)\n if len(leaves) > 0:\n start = leaves[0].get_int_value()\n if len(leaves) > 1:\n stop = leaves[1].get_int_value()\n if stop is None:\n if leaves[1].get_name() == \"System`All\":\n stop = None\n else:\n raise MessageException(\"Part\", \"span\", pspec)\n else:\n stop = stop - 1 if stop > 0 else len(expr.leaves) + stop\n\n if len(pspec.leaves) > 2:\n step = leaves[2].get_int_value()\n\n if start is None or step is None:\n raise MessageException(\"Part\", \"span\", pspec)\n\n if start == 0 or stop == 0:\n # index 0 is undefined\n raise MessageException(\"Part\", \"span\", Integer(0))\n\n if start < 0:\n start = len(expr.leaves) - start\n else:\n start = start - 1\n\n if stop is None:\n stop = 0 if step < 0 else len(expr.leaves) - 1\n\n stop = stop + 1 if step > 0 else stop - 1\n return tuple(k for k in range(start, stop, step))\n\n\nclass ExpressionPointer(object):\n \"\"\"\n This class represents a reference to a leaf in an expression.\n Supports a minimal part of the basic interface of `mathics.core.symbols.BaseElement`.\n \"\"\""}, {"role": "assistant", "content": "\n\n def __init__(self, expr, pos=None):\n \"\"\"\n Initializes a ExpressionPointer pointing to the leaf in position `pos`\n of `expr`.\n\n expr: can be an Expression, a Symbol, or another ExpressionPointer\n pos: int or None\n\n If `pos==0`, then the pointer points to the `head` of the expression.\n If `pos` is `None`, it points out the whole expression.\n\n \"\"\"\n if pos is None:\n if type(expr) is ExpressionPointer:\n self.parent = expr.parent\n self.position = expr.position\n else:\n self.parent = expr\n self.position = None\n else:\n self.parent = expr\n self.position = pos\n\n def __str__(self) -> str:\n return \"%s[[%s]]\" % (self.parent, self.position)\n\n def __repr__(self) -> str:\n return self.__str__()\n\n @property\n def original(self):\n return None\n\n @original.setter\n def original(self, value):\n raise ValueError(\"Expression.original is write protected.\")\n\n @property\n\n ... [22 more functiondefs truncated] ..."}]
| false
| null | null | null |
91124d593f9dcda3e366e95378c8d482f7f013ee
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from pyopenproject.api_connection.exceptions.request_exception import RequestError from pyopenproject.api_connection.requests.get_request import GetRequest from pyopenproject.business.exception.business_error import BusinessError from pyopenproject.business.services.command.configuration.configuration_command import ConfigurationCommand from pyopenproject.model.configuration import Configuration class Find(ConfigurationCommand): def __init__(self, connection): """Constructor for class Find, from ConfigurationCommand. :param connection: The connection data """ super().__init__(connection) def execute(self): try: json_obj = GetRequest(self.connection, f"{self.CONTEXT}").execute() except RequestError as re: raise BusinessError("Error listing configuration") from re ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 858
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom pyopenproject.api_connection.exceptions.request_exception import RequestError\nfrom pyopenproject.api_connection.requests.get_request import GetRequest\nfrom pyopenproject.business.exception.business_error import BusinessError\nfrom pyopenproject.business.services.command.configuration.configuration_command import ConfigurationCommand\nfrom pyopenproject.model.configuration import Configuration\n\n\nclass Find(ConfigurationCommand):\n\n def __init__(self, connection):\n \"\"\"Constructor for class Find, from ConfigurationCommand.\n\n :param connection: The connection data\n \"\"\"\n super().__init__(connection)\n\n def execute(self):\n try:\n json_obj = GetRequest(self.connection, f\"{self.CONTEXT}\").execute()\n except RequestError as re:\n raise BusinessError(\"Error listing configuration\") from re\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
|
911286f14d1a282acaf40a71af59fdf1cfb8d6e8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """Cell API tests. """ from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import unittest import mock from treadmill import admin from treadmill.api import cell class ApiCellTest(unittest.TestCase): """treadmill.api.cell tests.""" def setUp(self): self.cell = cell.API() def tearDown(self): pass @mock.patch('treadmill.context.AdminContext.conn', mock.Mock(return_value=admin.Admin(None, None))) @mock.patch('treadmill.admin.Cell.list', mock.Mock(return_value=[])) def test_list(self): """Dummy test for treadmill.api.cell._list()"""
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 1 Fix: Complete the function 'test_list' body and add missing return
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 704
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Cell API tests.\n\"\"\"\n\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\nfrom __future__ import unicode_literals\n\nimport unittest\n\nimport mock\n\nfrom treadmill import admin\nfrom treadmill.api import cell\n\n\nclass ApiCellTest(unittest.TestCase):\n \"\"\"treadmill.api.cell tests.\"\"\"\n\n def setUp(self):\n self.cell = cell.API()\n\n def tearDown(self):\n pass\n\n @mock.patch('treadmill.context.AdminContext.conn',\n mock.Mock(return_value=admin.Admin(None, None)))\n @mock.patch('treadmill.admin.Cell.list', mock.Mock(return_value=[]))\n def test_list(self):\n \"\"\"Dummy test for treadmill.api.cell._list()\"\"\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n\n Fix: Complete the function 'test_list' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
9112d9a09ef3e419ea9c838421fb6d27323a5f4c
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # ------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See LICENSE in project root for information. # ------------------------------------------------------------- Error: SyntaxError / EOF
|
Fixed Code: # ------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See LICENSE in project root for information. # ------------------------------------------------------------- """Python Package Template""" from __future__ import annotations __version__ = "0.0.2" Explanation: Complete the truncated code structure
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 274
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See LICENSE in project root for information.\n# -------------------------------------------------------------\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See LICENSE in project root for information.\n# -------------------------------------------------------------\n\"\"\"Python Package Template\"\"\"\nfrom __future__ import annotations\n\n__version__ = \"0.0.2\"\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91150271775e1bcf188908a5352023d285ea5e40
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """Integration test: Test partition of piChain nodes. Note: run tests with default setting values in config.py. """ import time from tests.util import MultiNodeTest class MultiNodeTestPartition(MultiNodeTest): def test_scenario30_partition(self): self.start_processes_with_test_scenario(30, 5) time.sleep(8) self.terminate_processes() node0_blocks = self.extract_committed_blocks_single_process(0) node1_blocks = self.extract_committed_blocks_single_process(1) node2_blocks = self.extract_committed_blocks_single_process(2) node3_blocks = self.extract_committed_blocks_single_process(3) node4_blocks = self.extract_committed_blocks_single_process(4) assert len(node0_blocks) > 0 assert node0_blocks == node1_blocks assert node2_blocks == node1_blocks assert node3_blocks == node1_blocks assert node4_blocks == node1_blocks def test_scenario31_partition(self): self.start_processes_with_test_scenario(31, 5) time.sleep(8) self.terminate_processes() node0_blocks = self.extract_committed_blocks_single_process(0) node1_blocks = self.extract_committed_blocks_single_process(1) node2_blocks = self.extract_committed_blocks_single_process(2) node3_blocks = self.extract_committed_blocks_single_process(3) node4_blocks = self.extract_committed_blocks_single_process(4) assert len(node0_blocks) > 0 assert node0_blocks == node1_blocks assert node2_blocks == node1_blocks assert node3_blocks == node1_blocks assert node4_blocks == node1_blocks def test_scenario32_partition(self): self.start_processes_with_test_scenario(32, 5) time.sleep(15) self.terminate_processes() node0_blocks = self.extract_committed_blocks_single_process(0) node1_blocks = self.extract_committed_blocks_single_process(1) node2_blocks = self.extract_committed_blocks_single_process(2) node3_blocks = self.extract_committed_blocks_single_process(3) node4_blocks = self.extract_committed_blocks_single_process(4) assert len(node0_blocks) > 0 assert node0_blocks == node1_blocks assert node2_blocks == node1_blocks assert node3_blocks == node1_blocks assert node4_blocks == node1_blocks
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 3
| 1
| 2,387
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"Integration test: Test partition of piChain nodes.\n\nNote: run tests with default setting values in config.py.\n\"\"\"\nimport time\n\nfrom tests.util import MultiNodeTest\n\n\nclass MultiNodeTestPartition(MultiNodeTest):\n\n def test_scenario30_partition(self):\n self.start_processes_with_test_scenario(30, 5)\n time.sleep(8)\n self.terminate_processes()\n\n node0_blocks = self.extract_committed_blocks_single_process(0)\n node1_blocks = self.extract_committed_blocks_single_process(1)\n node2_blocks = self.extract_committed_blocks_single_process(2)\n node3_blocks = self.extract_committed_blocks_single_process(3)\n node4_blocks = self.extract_committed_blocks_single_process(4)\n\n assert len(node0_blocks) > 0\n assert node0_blocks == node1_blocks\n assert node2_blocks == node1_blocks\n assert node3_blocks == node1_blocks\n assert node4_blocks == node1_blocks\n\n def test_scenario31_partition(self):\n self.start_processes_with_test_scenario(31, 5)\n time.sleep(8)\n self.terminate_processes()\n\n node0_blocks = self.extract_committed_blocks_single_process(0)\n node1_blocks = self.extract_committed_blocks_single_process(1)\n node2_blocks = self.extract_committed_blocks_single_process(2)\n node3_blocks = self.extract_committed_blocks_single_process(3)\n node4_blocks = self.extract_committed_blocks_single_process(4)\n\n assert len(node0_blocks) > 0\n assert node0_blocks == node1_blocks\n assert node2_blocks == node1_blocks\n assert node3_blocks == node1_blocks\n assert node4_blocks == node1_blocks\n\n def test_scenario32_partition(self):\n self.start_processes_with_test_scenario(32, 5)\n time.sleep(15)\n self.terminate_processes()\n\n node0_blocks = self.extract_committed_blocks_single_process(0)\n node1_blocks = self.extract_committed_blocks_single_process(1)\n node2_blocks = self.extract_committed_blocks_single_process(2)\n node3_blocks = self.extract_committed_blocks_single_process(3)\n node4_blocks = self.extract_committed_blocks_single_process(4)\n\n assert len(node0_blocks) > 0\n assert node0_blocks == node1_blocks\n assert node2_blocks == node1_blocks\n assert node3_blocks == node1_blocks\n assert node4_blocks == node1_blocks"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9116473055c5bd072ad59a444dc826781f8a2c35
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import zipfile import random RAND_INT_RANGE = (1,100) def wrf(fname): with open(fname, 'w') as f: for i in range(100): f.write(str(random.randint(*RAND_INT_RANGE))) fnames = [] for i in range(10): fname = 'file' + str(i) + '.txt' wrf(fname) fnames.append(fname) dirpaths = set() with zipfile.ZipFile('myzip.zip', 'w', compression=zipfile.ZIP_DEFLATED) as zf: for fname in fnames: dirpath = '/dirpath'+str(random.randint(*RAND_INT_RANGE)) # let's not have duplicate dirpaths. while dirpath in dirpaths: dirpath = '/dirpath' + str(random.randint(*RAND_INT_RANGE)) Error: SyntaxError: unterminated string literal
|
Fixed Code: import zipfile import random RAND_INT_RANGE = (1,100) def wrf(fname): with open(fname, 'w') as f: for i in range(100): f.write(str(random.randint(*RAND_INT_RANGE))) fnames = [] for i in range(10): fname = 'file' + str(i) + '.txt' wrf(fname) fnames.append(fname) dirpaths = set() with zipfile.ZipFile('myzip.zip', 'w', compression=zipfile.ZIP_DEFLATED) as zf: for fname in fnames: dirpath = '/dirpath'+str(random.randint(*RAND_INT_RANGE)) Explanation: Close the string literal with matching quote
|
intermediate
|
general
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 647
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport zipfile\nimport random\n\nRAND_INT_RANGE = (1,100)\ndef wrf(fname):\n with open(fname, 'w') as f:\n for i in range(100):\n f.write(str(random.randint(*RAND_INT_RANGE)))\n\nfnames = []\nfor i in range(10):\n fname = 'file' + str(i) + '.txt'\n wrf(fname)\n fnames.append(fname)\n\ndirpaths = set()\nwith zipfile.ZipFile('myzip.zip', 'w', compression=zipfile.ZIP_DEFLATED) as zf:\n for fname in fnames:\n\n dirpath = '/dirpath'+str(random.randint(*RAND_INT_RANGE))\n # let's not have duplicate dirpaths.\n while dirpath in dirpaths:\n dirpath = '/dirpath' + str(random.randint(*RAND_INT_RANGE))\n \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport zipfile\nimport random\n\nRAND_INT_RANGE = (1,100)\ndef wrf(fname):\n with open(fname, 'w') as f:\n for i in range(100):\n f.write(str(random.randint(*RAND_INT_RANGE)))\n\nfnames = []\nfor i in range(10):\n fname = 'file' + str(i) + '.txt'\n wrf(fname)\n fnames.append(fname)\n\ndirpaths = set()\nwith zipfile.ZipFile('myzip.zip', 'w', compression=zipfile.ZIP_DEFLATED) as zf:\n for fname in fnames:\n\n dirpath = '/dirpath'+str(random.randint(*RAND_INT_RANGE))\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
9116cf95f3505891c20808a9297cb4047c9dcb7a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import unittest from django.test import Client from wagtail.core.models import Page from wagtail_managed404.models import PageNotFoundEntry class TestMiddleware(unittest.TestCase): """Tests for `wagtail_app_pages` package.""" def setUp(self): self.client = Client() self.invalid_url = '/definitely_not_an_actual_url/' self.redirect_to_url = '/much_better_url/' self.redirect_to_page = Page.objects.get(depth=2) def test_redirect_to_url(self): PageNotFoundEntry.objects.all().delete() entry = self._trigger_404() entry.redirect_to_url = self.redirect_to entry.save() self._validate_redirect(self.invalid_url, self.redirect_to_url) def test_redirect_to_page(self): PageNotFoundEntry.objects.all().delete() entry = self._trigger_404() entry.redirect_to_page = self.redirect_to_page entry.save() self._validate_redirect(self.invalid_url, self.redirect_to_page.url) def _trigger_404(self): response = self.client.get(self.invalid_url) self.assertEquals(response.status_code, 404) entries = PageNotFoundEntry.objects.filter(url=self.invalid_url) self.assertEquals(entries.count(), 1) return entries.first() def _validate_redirect(self, source_url, target_url): response = self.client.get(source_url) self.assertEquals(response.status_code, 302) self.assertEquals(response.url, target_url)
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • IndentationError at line 22 Fix: Fix indentation to match Python syntax rules
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,485
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport unittest\n\nfrom django.test import Client\n\nfrom wagtail.core.models import Page\nfrom wagtail_managed404.models import PageNotFoundEntry\n\n\nclass TestMiddleware(unittest.TestCase):\n \"\"\"Tests for `wagtail_app_pages` package.\"\"\"\n\n def setUp(self):\n self.client = Client()\n self.invalid_url = '/definitely_not_an_actual_url/'\n self.redirect_to_url = '/much_better_url/'\n self.redirect_to_page = Page.objects.get(depth=2)\n\n def test_redirect_to_url(self):\n PageNotFoundEntry.objects.all().delete()\n entry = self._trigger_404()\nentry.redirect_to_url = self.redirect_to\n entry.save()\n self._validate_redirect(self.invalid_url, self.redirect_to_url)\n\n def test_redirect_to_page(self):\n PageNotFoundEntry.objects.all().delete()\n entry = self._trigger_404()\n entry.redirect_to_page = self.redirect_to_page\n entry.save()\n self._validate_redirect(self.invalid_url, self.redirect_to_page.url)\n\n def _trigger_404(self):\n response = self.client.get(self.invalid_url)\n self.assertEquals(response.status_code, 404)\n\n entries = PageNotFoundEntry.objects.filter(url=self.invalid_url)\n self.assertEquals(entries.count(), 1)\n return entries.first()\n\n def _validate_redirect(self, source_url, target_url):\n response = self.client.get(source_url)\n self.assertEquals(response.status_code, 302)\n self.assertEquals(response.url, target_url)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 IndentationError at line 22\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
911750f22693957597b2ca1cf0ab39d191230dfc
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import absolute_import from __future__ import division from __future__ import print_function import csv import numpy as np import os import sys from observations.util import maybe_download_and_extract def bomsoi(path): """Southern Oscillation Index Data The Southern Oscillation Index (SOI) is the difference in barometric pressure at sea level between Tahiti and Darwin. Annual SOI and Australian rainfall data, for the years 1900-2001, are given. Australia's annual mean rainfall is an area-weighted average of the total annual precipitation at approximately 370 rainfall stations around the country. This data frame contains the following columns: Year a numeric vector Jan average January SOI values for each year Feb average February SOI values for each year Mar average March SOI values for each year Apr average April SOI values for each year May average May SOI values for each year Jun average June SOI values for each year Jul average July SOI values for each year Aug average August SOI values for each year Sep average September SOI values for each year Oct average October SOI values for each year Nov average November SOI values for each year Dec average December SOI values for each year SOI a numeric vector consisting of average annual SOI values avrain a numeric vector consisting of a weighted average annual rainfall at a large number of Australian sites NTrain Northern Territory rain northRain north rain seRain southeast rain eastRain east rain southRain south rain swRain southwest rain Australian Bureau of Meteorology web pages: http://www.bom.gov.au/climate/change/rain02.txt and http://www.bom.gov.au/climate/current/soihtm1.shtml Args: path: str. Path to directory which either stores file or otherwise file will be downloaded and extracted there. Filename is `bomsoi.csv`. Returns: Tuple of np.ndarray `x_train` with 106 rows and 21 columns and dictionary `metadata` of column headers (feature names). """ import pandas as pd path = os.path.expanduser(path) filename = 'bomsoi.csv' if not os.path.exists(os.path.join(path, filename)): url = 'http://dustintran.com/data/r/DAAG/bomsoi.csv' maybe_download_and_extract(path, url, save_file_name='bomsoi.csv', resume=False) data = pd.read_csv(os.path.join(path, filename), index_col=0, parse_dates=True) x_train = data.values metadata = {'columns': data.columns} return x_train, metadata
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Code Review: ❌ Critical issues: Unterminated string literal at line 15 Block at line 24 has no indented body Block at line 90 has no indented body Block at line 95 has no indented body Block at line 102 has no indented body ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 33 Unexpected indentation at line 36 Unexpected indentation at line 39 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 57 Unexpected indentation at line 60 Unexpected indentation at line 63 Unexpected indentation at line 66 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 73 Unexpected indentation at line 76 Unexpected indentation at line 79 Unexpected indentation at line 82 Unexpected indentation at line 85 Unexpected indentation at line 88 Unexpected indentation at line 93 Unexpected indentation at line 98 Unexpected indentation at line 99 Unexpected indentation at line 100 Unexpected indentation at line 105 Unexpected indentation at line 106 Unexpected indentation at line 107 Unexpected indentation at line 108 Unexpected indentation at line 109 Unexpected indentation at line 110 Unexpected indentation at line 112 Unexpected indentation at line 113 Unexpected indentation at line 114 Unexpected indentation at line 117 Unexpected indentation at line 118 Unexpected indentation at line 119 Unexpected indentation at line 120 ✨ Improvements: Add closing quote at line 15
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intermediate
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api
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code_review
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Pythoncode:Python
| 1
| 0
| 2,776
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport csv\nimport numpy as np\nimport os\nimport sys\n\nfrom observations.util import maybe_download_and_extract\n\n\ndef bomsoi(path):\n \"\"\"Southern Oscillation Index Data\n\n The Southern Oscillation Index (SOI) is the difference in barometric\n pressure at sea level between Tahiti and Darwin. Annual SOI and\n Australian rainfall data, for the years 1900-2001, are given.\n Australia's annual mean rainfall is an area-weighted average of the\n total annual precipitation at approximately 370 rainfall stations around\n the country.\n\n This data frame contains the following columns:\n\n Year\n a numeric vector\n\n Jan\n average January SOI values for each year\n\n Feb\n average February SOI values for each year\n\n Mar\n average March SOI values for each year\n\n Apr\n average April SOI values for each year\n\n May\n average May SOI values for each year\n\n Jun\n average June SOI values for each year\n\n Jul\n average July SOI values for each year\n\n Aug\n average August SOI values for each year\n\n Sep\n average September SOI values for each year\n\n Oct\n average October SOI values for each year\n\n Nov\n average November SOI values for each year\n\n Dec\n average December SOI values for each year\n\n SOI\n a numeric vector consisting of average annual SOI values\n\n avrain\n a numeric vector consisting of a weighted average annual rainfall at\n a large number of Australian sites\n\n NTrain\n Northern Territory rain\n\n northRain\n north rain\n\n seRain\n southeast rain\n\n eastRain\n east rain\n\n southRain\n south rain\n\n swRain\n southwest rain\n\n Australian Bureau of Meteorology web pages:\n\n http://www.bom.gov.au/climate/change/rain02.txt and\n http://www.bom.gov.au/climate/current/soihtm1.shtml\n\n Args:\n\n path: str.\n Path to directory which either stores file or otherwise file will\n be downloaded and extracted there.\n Filename is `bomsoi.csv`.\n\n Returns:\n\n Tuple of np.ndarray `x_train` with 106 rows and 21 columns and\n dictionary `metadata` of column headers (feature names).\n \"\"\"\n import pandas as pd\n path = os.path.expanduser(path)\n filename = 'bomsoi.csv'\n if not os.path.exists(os.path.join(path, filename)):\n url = 'http://dustintran.com/data/r/DAAG/bomsoi.csv'\n maybe_download_and_extract(path, url,\n save_file_name='bomsoi.csv',\n resume=False)\n\n data = pd.read_csv(os.path.join(path, filename), index_col=0,\n parse_dates=True)\n x_train = data.values\n metadata = {'columns': data.columns}\n return x_train, metadata"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 15\n Block at line 24 has no indented body\n Block at line 90 has no indented body\n Block at line 95 has no indented body\n Block at line 102 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 33\n Unexpected indentation at line 36\n Unexpected indentation at line 39\n Unexpected indentation at line 42\n Unexpected indentation at line 45\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 54\n Unexpected indentation at line 57\n Unexpected indentation at line 60\n Unexpected indentation at line 63\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 73\n Unexpected indentation at line 76\n Unexpected indentation at line 79\n Unexpected indentation at line 82\n Unexpected indentation at line 85\n Unexpected indentation at line 88\n Unexpected indentation at line 93\n Unexpected indentation at line 98\n Unexpected indentation at line 99\n Unexpected indentation at line 100\n Unexpected indentation at line 105\n Unexpected indentation at line 106\n Unexpected indentation at line 107\n Unexpected indentation at line 108\n Unexpected indentation at line 109\n Unexpected indentation at line 110\n Unexpected indentation at line 112\n Unexpected indentation at line 113\n Unexpected indentation at line 114\n Unexpected indentation at line 117\n Unexpected indentation at line 118\n Unexpected indentation at line 119\n Unexpected indentation at line 120\n\n\u2728 Improvements:\n Add closing quote at line 15"}]
| false
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911891456d9e7cb41632224dd81128e9e0fa9e6b
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import pyblish.api import openpype.api class ValidateBypassed(pyblish.api.InstancePlugin): """Validate all primitives build hierarchy from attribute when enabled. The name of the attribute must exist on the prims and have the same name as Build Hierarchy from Attribute's `Path Attribute` value on the Alembic ROP node whenever Build Hierarchy from Attribute is enabled. """ order = openpype.api.ValidateContentsOrder - 0.1 families = ["*"] hosts = ["houdini"] label = "Validate ROP Bypass" def process(self, instance): invalid = self.get_invalid(instance) if invalid: rop = invalid[0] raise RuntimeError( "ROP node %s is set to bypass, publishing cannot continue.." % rop.path() ) @classmethod def get_invalid(cls, instance): rop = instance[0] if rop.isBypassed(): return [rop]
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 2
| 1
| 948
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport pyblish.api\nimport openpype.api\n\n\nclass ValidateBypassed(pyblish.api.InstancePlugin):\n \"\"\"Validate all primitives build hierarchy from attribute when enabled.\n\n The name of the attribute must exist on the prims and have the same name\n as Build Hierarchy from Attribute's `Path Attribute` value on the Alembic\n ROP node whenever Build Hierarchy from Attribute is enabled.\n\n \"\"\"\n\n order = openpype.api.ValidateContentsOrder - 0.1\n families = [\"*\"]\n hosts = [\"houdini\"]\n label = \"Validate ROP Bypass\"\n\n def process(self, instance):\n\n invalid = self.get_invalid(instance)\n if invalid:\n rop = invalid[0]\n raise RuntimeError(\n \"ROP node %s is set to bypass, publishing cannot continue..\" %\n rop.path()\n )\n\n @classmethod\n def get_invalid(cls, instance):\n\n rop = instance[0]\n if rop.isBypassed():\n return [rop]"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
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| null | null | null |
9118ae0e8ce4a6964c33407d1f9bb269a5f81229
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import os import cv2 as cv import matplotlib.pyplot as plt import numpy as np #srcPaths = ('dataset/Screenshot1','dataset/Screenshot2','dataset/Screenshot3', 'dataset/Screenshot4') #srcPaths = ('all_dataset/s1', # 'all_dataset/s10', # 'all_dataset/s11', # 'all_dataset/s12', # 'all_dataset/s13', # 'all_dataset/s14', # 'all_dataset/s15', # 'all_dataset/s16', # 'all_dataset/s17', # 'all_dataset/s18', # 'all_dataset/s19', # 'all_dataset/s2', # 'all_dataset/s20', # 'all_dataset/s21', # 'all_dataset/s22', # 'all_dataset/s23', # 'all_dataset/s24', # 'all_dataset/s25', # 'all_dataset/s26', # 'all_dataset/s27', # 'all_dataset/s28', # 'all_dataset/s29', # 'all_dataset/s3', # 'all_dataset/s30', # 'all_dataset/s31', # 'all_dataset/s32', # 'all_dataset/s33', # 'all_dataset/s34', # 'all_dataset/s35', # 'all_dataset/s36', # 'all_dataset/s37',
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 7 - expected ')' Fix: Complete the truncated code structure
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intermediate
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data_processing
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error_detection
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Pythoncode:Python
| 0
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| 1,200
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport cv2 as cv\nimport matplotlib.pyplot as plt\nimport numpy as np\n\n#srcPaths = ('dataset/Screenshot1','dataset/Screenshot2','dataset/Screenshot3', 'dataset/Screenshot4')\n#srcPaths = ('all_dataset/s1',\n # 'all_dataset/s10',\n # 'all_dataset/s11',\n # 'all_dataset/s12',\n # 'all_dataset/s13',\n # 'all_dataset/s14',\n # 'all_dataset/s15',\n # 'all_dataset/s16',\n # 'all_dataset/s17',\n # 'all_dataset/s18',\n # 'all_dataset/s19',\n # 'all_dataset/s2',\n # 'all_dataset/s20',\n # 'all_dataset/s21',\n # 'all_dataset/s22',\n # 'all_dataset/s23',\n # 'all_dataset/s24',\n # 'all_dataset/s25',\n # 'all_dataset/s26',\n # 'all_dataset/s27',\n # 'all_dataset/s28',\n # 'all_dataset/s29',\n # 'all_dataset/s3',\n # 'all_dataset/s30',\n # 'all_dataset/s31',\n # 'all_dataset/s32',\n # 'all_dataset/s33',\n # 'all_dataset/s34',\n # 'all_dataset/s35',\n # 'all_dataset/s36',\n # 'all_dataset/s37',"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 7 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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9119b7e105152a68ddb6c7704cd3d58179e633e6
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: def getRotationCapacity(rotationId, startDate, endDate, assignments): """ Calculate number of users assigned to a particular rotation during the specified duration """ start = datetime.strptime(startDate, "%d%m%Y") end = datetime.strptime(endDate, "%d%m%Y") duration = int((end - start).days / 7.0) # Weeks involved during the rotation weeks = [(start + timedelta(weeks=x)).strftime("%W%Y") for x in range(0, duration)] capacity = sum(itemgetter(*weeks)(assignments[rotationId][0][0])) return capacity def score_assignment( assignments, solution, earliestAvailableDate, core_rotations=["PMO", "PE", "SE", "PM"], rotation_duration={ "PMO": 12, "PE": 12, "SE": 12, "PM": 12, "SYS": 12, "ARC": 12, "ANA": 12, }, ): """ Calculate loss function for suggested solution (negative = better) Parameters: assignments (dict): global assignment object by rotation solution (dict): rotation assignment for a user earliestAvailableDate (date): earliest date where a user can be assigned a rotation core_rotations (list): rotation that should be completed first rotation_duration (dict): duration of each rotation """ print(solution) # SO Error: SyntaxError / EOF
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Fixed Code: def getRotationCapacity(rotationId, startDate, endDate, assignments): """ Calculate number of users assigned to a particular rotation during the specified duration """ start = datetime.strptime(startDate, "%d%m%Y") end = datetime.strptime(endDate, "%d%m%Y") duration = int((end - start).days / 7.0) # Weeks involved during the rotation weeks = [(start + timedelta(weeks=x)).strftime("%W%Y") for x in range(0, duration)] capacity = sum(itemgetter(*weeks)(assignments[rotationId][0][0])) return capacity def score_assignment( assignments, solution, earliestAvailableDate, core_rotations=["PMO", "PE", "SE", "PM"], rotation_duration={ "PMO": 12, "PE": 12, Explanation: Complete the truncated code structure
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intermediate
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machine_learning
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error_fixing
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Pythoncode:Python
| 2
| 0
| 1,301
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef getRotationCapacity(rotationId, startDate, endDate, assignments):\n \"\"\" Calculate number of users assigned to a particular rotation during the specified duration\n \"\"\"\n start = datetime.strptime(startDate, \"%d%m%Y\")\n end = datetime.strptime(endDate, \"%d%m%Y\")\n duration = int((end - start).days / 7.0)\n # Weeks involved during the rotation\n weeks = [(start + timedelta(weeks=x)).strftime(\"%W%Y\") for x in range(0, duration)]\n capacity = sum(itemgetter(*weeks)(assignments[rotationId][0][0]))\n return capacity\n\n\ndef score_assignment(\n assignments,\n solution,\n earliestAvailableDate,\n core_rotations=[\"PMO\", \"PE\", \"SE\", \"PM\"],\n rotation_duration={\n \"PMO\": 12,\n \"PE\": 12,\n \"SE\": 12,\n \"PM\": 12,\n \"SYS\": 12,\n \"ARC\": 12,\n \"ANA\": 12,\n },\n):\n \"\"\" Calculate loss function for suggested solution (negative = better)\n Parameters:\n assignments (dict): global assignment object by rotation\n solution (dict): rotation assignment for a user\n earliestAvailableDate (date): earliest date where a user can be assigned a rotation\n core_rotations (list): rotation that should be completed first\n rotation_duration (dict): duration of each rotation\n \"\"\"\n print(solution)\n # SO\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef getRotationCapacity(rotationId, startDate, endDate, assignments):\n \"\"\" Calculate number of users assigned to a particular rotation during the specified duration\n \"\"\"\n start = datetime.strptime(startDate, \"%d%m%Y\")\n end = datetime.strptime(endDate, \"%d%m%Y\")\n duration = int((end - start).days / 7.0)\n # Weeks involved during the rotation\n weeks = [(start + timedelta(weeks=x)).strftime(\"%W%Y\") for x in range(0, duration)]\n capacity = sum(itemgetter(*weeks)(assignments[rotationId][0][0]))\n return capacity\n\n\ndef score_assignment(\n assignments,\n solution,\n earliestAvailableDate,\n core_rotations=[\"PMO\", \"PE\", \"SE\", \"PM\"],\n rotation_duration={\n \"PMO\": 12,\n \"PE\": 12,\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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911a60720a34ab009d3e5702a34a60c445eb65cc
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Licensed under the GPL: https://www.gnu.org/licenses/old-licenses/gpl-2.0.html # For details: https://github.com/PyCQA/pylint/blob/master/COPYING import contextlib import sys from pylint.utils import utils class ArgumentPreprocessingError(Exception): """Raised if an error occurs during argument preprocessing.""" def preprocess_options(args, search_for): """look for some options (keys of <search_for>) which have to be processed before others values of <search_for> are callback functions to call when the option is found """ i = 0 while i < len(args): arg = args[i] if arg.startswith("--"): try: option, val = arg[2:].split("=", 1) except ValueError: option, val = arg[2:], None try: cb, takearg = search_for[option] except KeyError: i += 1 else: del args[i] if takearg and val is None: if i >= len(args) or args[i].startswith("-"): msg = "Option %s expects a value" % option raise ArgumentPreprocessingError(msg) val = args[i] del args[i] elif not takearg and val is not None: msg = "Option %s doesn't expects a value" % option raise ArgumentPreprocessingError(msg) cb(option, val) else: i += 1 def _patch_sys_path(args): original = list(sys.path) changes = [] seen = set() for arg in args: path = utils.get_python_path(arg) if path not in seen: changes.append(path) seen.add(path) sys.path[:] = changes + sys.path return original @contextlib.contextmanager def fix_import_path(args): """Prepare sys.path for running the linter checks. Within this context, each of the given arguments is importable. Paths are added to sys.path in corresponding order to the arguments. We avoid adding duplicate directories to sys.path. `sys.path` is reset to its original value upon exiting this context. """ original = _patch_sys_path(args) try: yield finally: sys.path[:] = original
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Code Review: ❌ Critical issues: Unterminated string literal at line 15 ⚠️ Code quality: Unexpected indentation at line 3 Unexpected indentation at line 6 Unexpected indentation at line 8 Unexpected indentation at line 12 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 47 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 75 ✨ Improvements: Add closing quote at line 15 Add docstring to function '_patch_sys_path'
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advanced
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api
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code_review
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Pythoncode:Python
| 3
| 1
| 2,384
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Licensed under the GPL: https://www.gnu.org/licenses/old-licenses/gpl-2.0.html\r\n# For details: https://github.com/PyCQA/pylint/blob/master/COPYING\r\n\r\nimport contextlib\r\nimport sys\r\n\r\nfrom pylint.utils import utils\r\n\r\n\r\nclass ArgumentPreprocessingError(Exception):\r\n \"\"\"Raised if an error occurs during argument preprocessing.\"\"\"\r\n\r\n\r\ndef preprocess_options(args, search_for):\r\n \"\"\"look for some options (keys of <search_for>) which have to be processed\r\n before others\r\n\r\n values of <search_for> are callback functions to call when the option is\r\n found\r\n \"\"\"\r\n i = 0\r\n while i < len(args):\r\n arg = args[i]\r\n if arg.startswith(\"--\"):\r\n try:\r\n option, val = arg[2:].split(\"=\", 1)\r\n except ValueError:\r\n option, val = arg[2:], None\r\n try:\r\n cb, takearg = search_for[option]\r\n except KeyError:\r\n i += 1\r\n else:\r\n del args[i]\r\n if takearg and val is None:\r\n if i >= len(args) or args[i].startswith(\"-\"):\r\n msg = \"Option %s expects a value\" % option\r\n raise ArgumentPreprocessingError(msg)\r\n val = args[i]\r\n del args[i]\r\n elif not takearg and val is not None:\r\n msg = \"Option %s doesn't expects a value\" % option\r\n raise ArgumentPreprocessingError(msg)\r\n cb(option, val)\r\n else:\r\n i += 1\r\n\r\n\r\ndef _patch_sys_path(args):\r\n original = list(sys.path)\r\n changes = []\r\n seen = set()\r\n for arg in args:\r\n path = utils.get_python_path(arg)\r\n if path not in seen:\r\n changes.append(path)\r\n seen.add(path)\r\n\r\n sys.path[:] = changes + sys.path\r\n return original\r\n\r\n\r\n@contextlib.contextmanager\r\ndef fix_import_path(args):\r\n \"\"\"Prepare sys.path for running the linter checks.\r\n\r\n Within this context, each of the given arguments is importable.\r\n Paths are added to sys.path in corresponding order to the arguments.\r\n We avoid adding duplicate directories to sys.path.\r\n `sys.path` is reset to its original value upon exiting this context.\r\n \"\"\"\r\n original = _patch_sys_path(args)\r\n try:\r\n yield\r\n finally:\r\n sys.path[:] = original"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 15\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 3\n Unexpected indentation at line 6\n Unexpected indentation at line 8\n Unexpected indentation at line 12\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 47\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 75\n\n\u2728 Improvements:\n Add closing quote at line 15\n Add docstring to function '_patch_sys_path'"}]
| false
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911aa9326eb51bb9ac375b836bec89f414a26904
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # coding=utf-8 # Copyright 2021 The Google Research 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. # Lint as: python2, python3 class MultiObjectiveRewardMolecule(molecules_mdp.Molecule): """Defines the subclass of generating a molecule with a specific reward. The reward is defined as a 1-D vector with 2 entries: similarity and QED reward = (similarity_score, qed_score) """ def _reward(self): """Calculates the reward of the current state. The reward is defined as a tuple of the similarity and QED value. Returns: A tuple of the similarity and qed value """ # calculate similarity. # if the current molecule does not contain the scaffold of the target, # similarity is zero. if self._state is None: return 0.0, 0.0 mol = Chem.MolFromSmiles(self._state) if mol is None: return 0.0, 0.0 qed_value = QED.qed(mol) sas = SA_Score.sascorer.calculateScore(mol) return -abs(sas - FLAGS.target_sas), -abs(qed_value - FLAGS.target_qed) def soft_cst(v, l, r): if l <= v <= r: return 1 return -min(abs(l - v), abs(r - v)) class Molecule(molecules_mdp.Molecule): """SAS and QED reward molecule.""" def _reward(self): """Calculates the reward of the current state. The reward is defined as a tuple of the similarity and QED value. Returns: A tuple of the similarity and qed value """ # calculate similarity. # if the current molecule does not contain the scaffold of the target, # similarity is zero. if self._state is None: return 0.0, 0.0 mol = Chem.MolFromSmiles(self._state) if mol is None: return 0.0, 0.0 qed_value = QED.qed(mol) sas = SA_Score.sascorer.calculateScore(mol) # c1 = soft_cst(sas, FLAGS.target_sas - 0.2, FLAGS.target_sas + 0.2) # c2 = soft_cst(qed_value, FLAGS.target_qed - 0.1, FLAGS.target_qed + 0.1) # # if c1 < 0 and c2 < 0: # # return - c1 * c2 # # else: # # return c1 * c2 return (soft_cst(sas, FLAGS.target_sas - 0.2, FLAGS.target_sas + 0.2) + soft_cst(qed_value, FLAGS.target_qed - 0.1, FLAGS.target_qed + 0.1)) * FLAGS.gamma**( self.max_steps - self._counter) ... [1 more functiondefs truncated] ...
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Functions: _reward, soft_cst, _reward Classes: MultiObjectiveRewardMolecule, Molecule This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 3
| 2
| 2,801
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2021 The Google Research 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\n# Lint as: python2, python3\nclass MultiObjectiveRewardMolecule(molecules_mdp.Molecule):\n \"\"\"Defines the subclass of generating a molecule with a specific reward.\n\n The reward is defined as a 1-D vector with 2 entries: similarity and QED\n reward = (similarity_score, qed_score)\n \"\"\"\n\n def _reward(self):\n \"\"\"Calculates the reward of the current state.\n\n The reward is defined as a tuple of the similarity and QED value.\n\n Returns:\n A tuple of the similarity and qed value\n \"\"\"\n # calculate similarity.\n # if the current molecule does not contain the scaffold of the target,\n # similarity is zero.\n if self._state is None:\n return 0.0, 0.0\n mol = Chem.MolFromSmiles(self._state)\n if mol is None:\n return 0.0, 0.0\n\n qed_value = QED.qed(mol)\n sas = SA_Score.sascorer.calculateScore(mol)\n return -abs(sas - FLAGS.target_sas), -abs(qed_value - FLAGS.target_qed)\n\n\ndef soft_cst(v, l, r):\n if l <= v <= r:\n return 1\n return -min(abs(l - v), abs(r - v))\n\n\nclass Molecule(molecules_mdp.Molecule):\n \"\"\"SAS and QED reward molecule.\"\"\"\n\n def _reward(self):\n \"\"\"Calculates the reward of the current state.\n\n The reward is defined as a tuple of the similarity and QED value.\n\n Returns:\n A tuple of the similarity and qed value\n \"\"\"\n # calculate similarity.\n # if the current molecule does not contain the scaffold of the target,\n # similarity is zero.\n if self._state is None:\n return 0.0, 0.0\n mol = Chem.MolFromSmiles(self._state)\n if mol is None:\n return 0.0, 0.0\n\n qed_value = QED.qed(mol)\n sas = SA_Score.sascorer.calculateScore(mol)\n\n # c1 = soft_cst(sas, FLAGS.target_sas - 0.2, FLAGS.target_sas + 0.2)\n # c2 = soft_cst(qed_value, FLAGS.target_qed - 0.1, FLAGS.target_qed + 0.1)\n # # if c1 < 0 and c2 < 0:\n # # return - c1 * c2\n # # else:\n # # return c1 * c2\n return (soft_cst(sas, FLAGS.target_sas - 0.2, FLAGS.target_sas + 0.2) +\n soft_cst(qed_value, FLAGS.target_qed - 0.1,\n FLAGS.target_qed + 0.1)) * FLAGS.gamma**(\n self.max_steps - self._counter)\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: _reward, soft_cst, _reward\n Classes: MultiObjectiveRewardMolecule, Molecule\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
911ae3a32af48a82692eb10be784caaac6d3d48a
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Copyright 2021 UW-IT, University of Washington # SPDX-License-Identifier: Apache-2.0 # -*- coding: utf-8 -*- from django.test.utils import override_settings from django.urls import reverse from myuw.test.api import MyuwApiTest class RestSearchViewTest(MyuwApiTest): ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 10 has no indented body IndentationError at line 13 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
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intermediate
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testing
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debugging
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Pythoncode:Python
| 0
| 1
| 319
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2021 UW-IT, University of Washington\n# SPDX-License-Identifier: Apache-2.0\n\n# -*- coding: utf-8 -*-\nfrom django.test.utils import override_settings\nfrom django.urls import reverse\nfrom myuw.test.api import MyuwApiTest\n\n\nclass RestSearchViewTest(MyuwApiTest):\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 10 has no indented body\n IndentationError at line 13\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 |
911b8570dbe4dd13160970c51c2cd287f8cc9dae
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # cli_solver.py import argparse import os from boggled import BoggleBoard, BoggleSolver, BoggleWords def solve_board(board, words): solver = BoggleSolver(board, words) solver.solve() return solver def display_board_details(board): print("Board details:") print("Columns: ", board.columns) print("Rows: ", board.rows) s = '\n' for pos in board.tiles: s += ' ' if len(board.tiles[pos]) == 2 else ' ' s += board.tiles[pos] if (pos % board.columns) == 0: s += '\n' print(s) if __name__ == '__main__': parser = argparse.ArgumentParser() parser.add_argument("letters", type=str, help="Board letters") parser.add_argument("dictionary", type=str, help="The text file containing the dictionary word list.") parser.add_argument("-m", "--min", type=int, help="The minimum word size.") parser.add_argument("-p", "--paths", action="store_true", help="Include the path followed for each word found.") args = parser.parse_args() if os.path.isfile(args.dictionary): if isinstance(args.min, int): Error: SyntaxError / EOF
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Fixed Code: # cli_solver.py import argparse import os from boggled import BoggleBoard, BoggleSolver, BoggleWords def solve_board(board, words): solver = BoggleSolver(board, words) solver.solve() return solver def display_board_details(board): print("Board details:") print("Columns: ", board.columns) print("Rows: ", board.rows) s = '\n' for pos in board.tiles: s += ' ' if len(board.tiles[pos]) == 2 else ' ' Explanation: Complete the truncated code structure
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intermediate
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database
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error_fixing
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Pythoncode:Python
| 2
| 0
| 1,195
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# cli_solver.py\nimport argparse\nimport os\n\nfrom boggled import BoggleBoard, BoggleSolver, BoggleWords\n\n\ndef solve_board(board, words):\n solver = BoggleSolver(board, words)\n solver.solve()\n return solver\n\n\ndef display_board_details(board):\n print(\"Board details:\")\n print(\"Columns: \", board.columns)\n print(\"Rows: \", board.rows)\n s = '\\n'\n for pos in board.tiles:\n s += ' ' if len(board.tiles[pos]) == 2 else ' '\n s += board.tiles[pos]\n if (pos % board.columns) == 0:\n s += '\\n'\n print(s)\n\n\nif __name__ == '__main__':\n parser = argparse.ArgumentParser()\n parser.add_argument(\"letters\", type=str,\n help=\"Board letters\")\n parser.add_argument(\"dictionary\", type=str,\n help=\"The text file containing the dictionary word list.\")\n parser.add_argument(\"-m\", \"--min\", type=int,\n help=\"The minimum word size.\")\n parser.add_argument(\"-p\", \"--paths\", action=\"store_true\",\n help=\"Include the path followed for each word found.\")\n\n args = parser.parse_args()\n\n if os.path.isfile(args.dictionary):\n if isinstance(args.min, int):\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# cli_solver.py\nimport argparse\nimport os\n\nfrom boggled import BoggleBoard, BoggleSolver, BoggleWords\n\n\ndef solve_board(board, words):\n solver = BoggleSolver(board, words)\n solver.solve()\n return solver\n\n\ndef display_board_details(board):\n print(\"Board details:\")\n print(\"Columns: \", board.columns)\n print(\"Rows: \", board.rows)\n s = '\\n'\n for pos in board.tiles:\n s += ' ' if len(board.tiles[pos]) == 2 else ' '\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
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HARD_CUT
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CRITICAL
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911c431b68da1378ffaf6b7b804e393825322dec
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: from copy import copy, deepcopy import sqlite3 from hashlib import md5 import time import os import os.path as osp from base64 import b64encode, b64decode from zlib import compress, decompress import itertools as it import logging # instead of pickle we use dill, so we can save dynamically defined # classes import dill from wepy.sim_manager import Manager from wepy.orchestration.configuration import Configuration from wepy.orchestration.snapshot import SimApparatus, SimSnapshot from wepy.util.kv import KV, SQLITE3_INMEMORY_URI, gen_uri class OrchestratorError(Exception): """ """ pass class Orchestrator(): """ """ # we freeze the pickle protocol for making hashes, because we care # more about stability than efficiency of newer versions HASH_PICKLE_PROTOCOL = 3 DEFAULT_WORKDIR = Configuration.DEFAULT_WORKDIR DEFAULT_CONFIG_NAME = Configuration.DEFAULT_CONFIG_NAME DEFAULT_NARRATION = Configuration.DEFAULT_NARRATION DEFAULT_MODE = Configuration.DEFAULT_MODE DEFAULT_CHECKPOINT_FILENAME = "checkpoint.orch.sqlite"
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 0
| 2
| 1,080
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom copy import copy, deepcopy\nimport sqlite3\nfrom hashlib import md5\nimport time\nimport os\nimport os.path as osp\nfrom base64 import b64encode, b64decode\nfrom zlib import compress, decompress\nimport itertools as it\nimport logging\n\n# instead of pickle we use dill, so we can save dynamically defined\n# classes\nimport dill\n\nfrom wepy.sim_manager import Manager\nfrom wepy.orchestration.configuration import Configuration\nfrom wepy.orchestration.snapshot import SimApparatus, SimSnapshot\n\nfrom wepy.util.kv import KV, SQLITE3_INMEMORY_URI, gen_uri\n\n\nclass OrchestratorError(Exception):\n \"\"\" \"\"\"\n pass\n\n\n\nclass Orchestrator():\n \"\"\" \"\"\"\n\n # we freeze the pickle protocol for making hashes, because we care\n # more about stability than efficiency of newer versions\n HASH_PICKLE_PROTOCOL = 3\n\n DEFAULT_WORKDIR = Configuration.DEFAULT_WORKDIR\n DEFAULT_CONFIG_NAME = Configuration.DEFAULT_CONFIG_NAME\n DEFAULT_NARRATION = Configuration.DEFAULT_NARRATION\n DEFAULT_MODE = Configuration.DEFAULT_MODE\n\n DEFAULT_CHECKPOINT_FILENAME = \"checkpoint.orch.sqlite\""}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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911cc6fdfec9f96a292bbbfc6b3b0ac51752840f
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: """ Created on Thu Oct 26 14:19:44 2017 @author: Utku Ozbulak - github.com/utkuozbulak """ import os import numpy as np import torch from torch.optim import SGD from torchvision import models from misc_functions import preprocess_image, recreate_image, save_image class ClassSpecificImageGeneration(): """ Produces an image that maximizes a certain class with gradient ascent """ def __init__(self, model, target_class): self.mean = [-0.485, -0.456, -0.406] self.std = [1/0.229, 1/0.224, 1/0.225] self.model = model self.model.eval() self.target_class = target_class # Generate a random image self.created_image = np.uint8(np.random.uniform(0, 255, (224, 224, 3))) # Create the folder to export images if not exists if not os.path.exists('../generated/class_'+str(self.target_class)): os.makedirs('../generated/class_'+str(self.target_class)) def generate(self, iterations=150): """Generates class specific image Keyword Arguments: iterations {int} -- Total iterations for gradient ascent (default: {150}) Returns: np.ndarray -- Final maximally activated class image """ initial_learning_rate = 6 for i in range(1, iterations): # Process image and return variable self.processed_image = preprocess_image(self.created_image, False) # Define optimizer for the image optimizer = SGD([self.processed_image], lr=initial_learning_rate)
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 • Dangerous use of eval()/exec() at line 24 - security risk Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 2
| 1
| 1,571
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nCreated on Thu Oct 26 14:19:44 2017\n\n@author: Utku Ozbulak - github.com/utkuozbulak\n\"\"\"\nimport os\nimport numpy as np\n\nimport torch\nfrom torch.optim import SGD\nfrom torchvision import models\n\nfrom misc_functions import preprocess_image, recreate_image, save_image\n\n\nclass ClassSpecificImageGeneration():\n \"\"\"\n Produces an image that maximizes a certain class with gradient ascent\n \"\"\"\n def __init__(self, model, target_class):\n self.mean = [-0.485, -0.456, -0.406]\n self.std = [1/0.229, 1/0.224, 1/0.225]\n self.model = model\n self.model.eval()\n self.target_class = target_class\n # Generate a random image\n self.created_image = np.uint8(np.random.uniform(0, 255, (224, 224, 3)))\n # Create the folder to export images if not exists\n if not os.path.exists('../generated/class_'+str(self.target_class)):\n os.makedirs('../generated/class_'+str(self.target_class))\n\n def generate(self, iterations=150):\n \"\"\"Generates class specific image\n\n Keyword Arguments:\n iterations {int} -- Total iterations for gradient ascent (default: {150})\n\n Returns:\n np.ndarray -- Final maximally activated class image\n \"\"\"\n initial_learning_rate = 6\n for i in range(1, iterations):\n # Process image and return variable\n self.processed_image = preprocess_image(self.created_image, False)\n\n # Define optimizer for the image\n optimizer = SGD([self.processed_image], lr=initial_learning_rate)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Dangerous use of eval()/exec() at line 24 - security risk\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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911d2626da51dec7964f3f20d1a80f93b2a0e8f3
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python def computeDistance(n1, n2): xd = n1._coord[0] - n2._coord[0] yd = n1._coord[1] - n2._coord[1] return math.sqrt(xd * xd + yd * yd) ... [5 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 9: ... [5 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Review syntax near the error location
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intermediate
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general
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 214
| false
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\ndef computeDistance(n1, n2):\n xd = n1._coord[0] - n2._coord[0]\n yd = n1._coord[1] - n2._coord[1]\n return math.sqrt(xd * xd + yd * yd)\n\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 9: ... [5 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review syntax near the error location"}]
| true
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syntax
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BROKEN_INDENTATION
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MEDIUM
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911d31b9a8a7937bf3f3cbbfb6a83e53d58e13d7
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/env python3 ###### # General Detector # 06.12.2018 / Last Update: 20.05.2021 # LRB ###### import numpy as np import os import sys import tensorflow as tf import hashlib import cv2 import magic import PySimpleGUI as sg import csv import imagehash import face_recognition import subprocess from itertools import groupby from distutils.version import StrictVersion from PIL import Image from datetime import datetime from time import strftime from time import gmtime from multiprocessing import Pool from Models.Face import detect_face from pathlib import Path from openvino.inference_engine import IENetwork, IECore from AudioAnalysis import audioAnalysis ###### # Worker function to check the input provided via the GUI ####### def validateInput(gui_input): error = False #Validate input
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# for element in gui_input[1][0:7]: # if element == '' or []: # error = True if gui_input[0] == "Cancel" or len(gui_input[1][8]) == 0: error = True if bool(gui_input[1][5]) == True and gui_input[1][12] == "": error = True if error == True: sg.Popup('You have not populated all required fields. Aborting!', title='Error', button_color=('black', 'red'), background_color=('grey')) exit() ###### # Worker function to update the progress bar ###### def updateProgressMeter(step, customText): if sg.OneLineProgressMeter('BKP Media Detector', step, 12, 'key', customText, orientation='h', size=(50, 25)) == False: exit() ###### # Worker function to prepare and reshape the input images into a Numpy array # and to calculate the MD5 hashes of them. ###### ... [10 more functiondefs truncated] ...
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intermediate
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ui
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code_completion
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Pythoncode:Python
| 2
| 0
| 1,693
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n######\n# General Detector\n# 06.12.2018 / Last Update: 20.05.2021\n# LRB\n######\n\nimport numpy as np\nimport os\nimport sys\nimport tensorflow as tf\nimport hashlib\nimport cv2\nimport magic\nimport PySimpleGUI as sg\nimport csv\nimport imagehash\nimport face_recognition\nimport subprocess\nfrom itertools import groupby\nfrom distutils.version import StrictVersion\nfrom PIL import Image\nfrom datetime import datetime\nfrom time import strftime\nfrom time import gmtime\nfrom multiprocessing import Pool\nfrom Models.Face import detect_face\nfrom pathlib import Path\nfrom openvino.inference_engine import IENetwork, IECore\nfrom AudioAnalysis import audioAnalysis\n\n######\n# Worker function to check the input provided via the GUI\n#######\ndef validateInput(gui_input):\n\n error = False\n\n #Validate input"}, {"role": "assistant", "content": "\n # for element in gui_input[1][0:7]:\n # if element == '' or []:\n # error = True\n\n if gui_input[0] == \"Cancel\" or len(gui_input[1][8]) == 0:\n error = True\n\n if bool(gui_input[1][5]) == True and gui_input[1][12] == \"\":\n error = True\n\n if error == True:\n sg.Popup('You have not populated all required fields. Aborting!', title='Error', button_color=('black', 'red'), background_color=('grey'))\n exit()\n\n######\n# Worker function to update the progress bar\n######\ndef updateProgressMeter(step, customText):\n if sg.OneLineProgressMeter('BKP Media Detector', step, 12, 'key', customText, orientation='h', size=(50, 25)) == False:\n exit()\n\n######\n# Worker function to prepare and reshape the input images into a Numpy array\n# and to calculate the MD5 hashes of them.\n######\n\n ... [10 more functiondefs truncated] ..."}]
| false
| null | null | null |
911d404601c245497e0b927e48a8d554d335993b
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import time import retro import FrameSkip import TimeLimit import Brute class BruteForce(): def __init__(self, game='Airstriker-Genesis', max_episode_steps=4500, timestep_limit=100_000_000, state=retro.State.DEFAULT, scenario=None, save=False, savename="best.bk2", fs_skip=4, render=False, time=False, ): self.game = game self.max_episode_steps = max_episode_steps self.timestep_limit = timestep_limit self.state = state self.scenario = scenario self.save=save self.savename = savename self.fs_skip=fs_skip self.render=render self.time=time if ".bk2" not in self.savename[-4:]: self.savename += ".bk2" self.timesteps = 0 self.best_reward = float('-inf') self.env = retro.make(game=game, state=state, use_restricted_actions=retro.Actions.DISCRETE, scenario=scenario) self.env = FrameSkip.Frameskip(self.env, skip=self.fs_skip) self.env = TimeLimit.TimeLimit(self.env, max_episode_steps=self.max_episode_steps) def start(self): brute = Brute.Brute(self.env, max_episode_steps=self.max_episode_steps,render=self.render) if self.time: startTime = time.time() while True: acts, reward = brute.run() self.timesteps += len(acts) if reward > self.best_reward: print(f"New best reward {reward} from {self.best_reward}") if self.time: print(f"Elapsed time {time.time() - startTime}") self.best_reward = reward if (self.save): self.env.unwrapped.record_movie(self.savename) self.env.reset() for act in acts: self.env.step(act) self.env.unwrapped.stop_record() if self.timesteps > self.timestep_limit: print("Timed out") break
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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machine_learning
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refactoring
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Pythoncode:Python
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| 2,252
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport time\nimport retro\n\nimport FrameSkip\nimport TimeLimit\nimport Brute\n\nclass BruteForce():\n def __init__(self,\n game='Airstriker-Genesis',\n max_episode_steps=4500,\n timestep_limit=100_000_000,\n state=retro.State.DEFAULT,\n scenario=None,\n save=False,\n savename=\"best.bk2\",\n fs_skip=4,\n render=False,\n time=False,\n ):\n\n self.game = game\n self.max_episode_steps = max_episode_steps\n self.timestep_limit = timestep_limit\n self.state = state\n self.scenario = scenario\n self.save=save\n self.savename = savename\n self.fs_skip=fs_skip\n self.render=render\n self.time=time\n if \".bk2\" not in self.savename[-4:]:\n self.savename += \".bk2\"\n\n self.timesteps = 0\n self.best_reward = float('-inf')\n\n self.env = retro.make(game=game, \n state=state, \n use_restricted_actions=retro.Actions.DISCRETE,\n scenario=scenario)\n self.env = FrameSkip.Frameskip(self.env, skip=self.fs_skip)\n self.env = TimeLimit.TimeLimit(self.env, max_episode_steps=self.max_episode_steps)\n\n def start(self):\n brute = Brute.Brute(self.env, max_episode_steps=self.max_episode_steps,render=self.render)\n if self.time:\n startTime = time.time()\n while True:\n acts, reward = brute.run()\n self.timesteps += len(acts)\n if reward > self.best_reward:\n print(f\"New best reward {reward} from {self.best_reward}\")\n if self.time:\n print(f\"Elapsed time {time.time() - startTime}\")\n self.best_reward = reward\n if (self.save):\n self.env.unwrapped.record_movie(self.savename)\n self.env.reset()\n for act in acts:\n self.env.step(act)\n self.env.unwrapped.stop_record()\n if self.timesteps > self.timestep_limit:\n print(\"Timed out\")\n break"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
911e4f54a8e9fbbfd53aa376d04e2f253bbddbd8
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import io import numpy as np import torch.utils.model_zoo as model_zoo import torch.onnx import torch.nn as nn import torch.nn.init as init # ================================================================ # # Building the Model # # ================================================================ # class SuperResolutionNet(nn.Module): def __init__(self, upscale_factor, inplace=False): super(SuperResolutionNet, self).__init__() # Complete this line self.conv1 = nn.Conv2d(in_channels=1, out_channels=64, kernel_size=5, padding=2) self.conv2 = nn.Conv2d(in_channels=64, out_channels=64, kernel_size=3, padding=1) self.conv3 = nn.Conv2d(in_channels=64, out_channels=32, kernel_size=3, padding=1) self.conv4 = nn.Conv2d(in_channels=32, out_channels=upscale_factor ** 2, kernel_size=3, padding=1) self.pixel_shuffle = nn.PixelShuffle(upscale_factor) self._initialize_weights() def forward(self, x): x = self.relu(self.conv1(x)) x = self.relu(self.conv2(x)) x = self.relu(self.conv3(x)) x = self.pixel_shuffle(self.conv4(x)) return x ... [2 more functiondefs truncated] ...
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The missing line is: self.relu = nn.ReLU(inplace=inplace)
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advanced
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ui
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fill_in_the_blank
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Pythoncode:Python
| 2
| 1
| 1,263
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport io\nimport numpy as np\n\nimport torch.utils.model_zoo as model_zoo\nimport torch.onnx\n\nimport torch.nn as nn\nimport torch.nn.init as init\n\n\n# ================================================================ #\n# Building the Model #\n# ================================================================ #\n\nclass SuperResolutionNet(nn.Module):\n def __init__(self, upscale_factor, inplace=False):\n super(SuperResolutionNet, self).__init__()\n\n # Complete this line\n self.conv1 = nn.Conv2d(in_channels=1, out_channels=64, kernel_size=5, padding=2)\n self.conv2 = nn.Conv2d(in_channels=64, out_channels=64, kernel_size=3, padding=1)\n self.conv3 = nn.Conv2d(in_channels=64, out_channels=32, kernel_size=3, padding=1)\n self.conv4 = nn.Conv2d(in_channels=32, out_channels=upscale_factor ** 2, kernel_size=3, padding=1)\n self.pixel_shuffle = nn.PixelShuffle(upscale_factor)\n\n self._initialize_weights()\n\n def forward(self, x):\n x = self.relu(self.conv1(x))\n x = self.relu(self.conv2(x))\n x = self.relu(self.conv3(x))\n x = self.pixel_shuffle(self.conv4(x))\n return x\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n self.relu = nn.ReLU(inplace=inplace)"}]
| false
| null | null | null |
911fe80423c3725cffb5c649027000c3b8755a5f
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # encoding: utf-8 def given_a_Section_object_as_section(context): context.section = Document(test_docx("sct-section-props")).sections[-1] @given("a Section object {with_or_without} a distinct first-page header as section") def given_a_Section_object_with_or_without_first_page_header(context, with_or_without): section_idx = {"with": 1, "without": 0}[with_or_without] context.section = Document(test_docx("sct-first-page-hdrftr")).sections[section_idx] @given('a section collection containing 3 sections') def given_a_section_collection_containing_3_sections(context): document = Document(test_docx('doc-access-sections')) context.sections = document.sections @given('a section having known page dimension') def given_a_section_having_known_page_dimension(context): document = Document(test_docx('sct-section-props')) context.section = document.sections[-1] @given('a section having known page margins') def given_a_section_having_known_page_margins(context): document = Document(test_docx('sct-section-props')) context.section = document.sections[0] @given('a section having start type {start_type}') def given_a_section_having_start_type(context, start_type): section_idx = { 'CONTINUOUS': 0, 'NEW_PAGE': 1, 'ODD_PAGE': 2, 'EVEN_PAGE': 3, 'NEW_COLUMN': 4, }[start_type] document = Document(test_docx('sct-section-props')) context.section = document.sections[section_idx] @given('a section known to have {orientation} orientation') def given_a_section_having_known_orientation(context, orientation): section_idx = { 'landscape': 0, 'portrait': 1 }[orientation] document = Document(test_docx('sct-section-props')) context.section = document.sections[section_idx] # when ===================================================== @when("I assign {bool_val} to section.different_first_page_header_footer") def when_I_assign_value_to_section_different_first_page_hdrftr(context, bool_val): context.section.different_first_page_header_footer = eval(bool_val) @when('I set the {margin_side} margin to {inches} inches') def when_I_set_the_margin_side_length(context, margin_side, inches): prop_name = { 'left': 'left_margin', 'right': 'right_margin', 'top': 'top_margin', 'bottom': 'bottom_margin', 'gutter': 'gutter', 'header': 'header_distance', 'footer': 'footer_distance', }[margin_side] new_value = Inches(float(inches)) setattr(context.section, prop_name, new_value) @when('I set the section orientation to {orientation}') ... [20 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 78: ... [20 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 16 Unexpected indentation at line 22 Unexpected indentation at line 28 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
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debugging
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Pythoncode:Python
| 9
| 0
| 2,698
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# encoding: utf-8\n\ndef given_a_Section_object_as_section(context):\n context.section = Document(test_docx(\"sct-section-props\")).sections[-1]\n\n\n@given(\"a Section object {with_or_without} a distinct first-page header as section\")\ndef given_a_Section_object_with_or_without_first_page_header(context, with_or_without):\n section_idx = {\"with\": 1, \"without\": 0}[with_or_without]\n context.section = Document(test_docx(\"sct-first-page-hdrftr\")).sections[section_idx]\n\n\n@given('a section collection containing 3 sections')\ndef given_a_section_collection_containing_3_sections(context):\n document = Document(test_docx('doc-access-sections'))\n context.sections = document.sections\n\n\n@given('a section having known page dimension')\ndef given_a_section_having_known_page_dimension(context):\n document = Document(test_docx('sct-section-props'))\n context.section = document.sections[-1]\n\n\n@given('a section having known page margins')\ndef given_a_section_having_known_page_margins(context):\n document = Document(test_docx('sct-section-props'))\n context.section = document.sections[0]\n\n\n@given('a section having start type {start_type}')\ndef given_a_section_having_start_type(context, start_type):\n section_idx = {\n 'CONTINUOUS': 0,\n 'NEW_PAGE': 1,\n 'ODD_PAGE': 2,\n 'EVEN_PAGE': 3,\n 'NEW_COLUMN': 4,\n }[start_type]\n document = Document(test_docx('sct-section-props'))\n context.section = document.sections[section_idx]\n\n\n@given('a section known to have {orientation} orientation')\ndef given_a_section_having_known_orientation(context, orientation):\n section_idx = {\n 'landscape': 0,\n 'portrait': 1\n }[orientation]\n document = Document(test_docx('sct-section-props'))\n context.section = document.sections[section_idx]\n\n\n# when =====================================================\n\n@when(\"I assign {bool_val} to section.different_first_page_header_footer\")\ndef when_I_assign_value_to_section_different_first_page_hdrftr(context, bool_val):\n context.section.different_first_page_header_footer = eval(bool_val)\n\n\n@when('I set the {margin_side} margin to {inches} inches')\ndef when_I_set_the_margin_side_length(context, margin_side, inches):\n prop_name = {\n 'left': 'left_margin',\n 'right': 'right_margin',\n 'top': 'top_margin',\n 'bottom': 'bottom_margin',\n 'gutter': 'gutter',\n 'header': 'header_distance',\n 'footer': 'footer_distance',\n }[margin_side]\n new_value = Inches(float(inches))\n setattr(context.section, prop_name, new_value)\n\n\n@when('I set the section orientation to {orientation}')\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 Invalid syntax at line 78: ... [20 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 16\n Unexpected indentation at line 22\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
91209eac140dfeb3483e2df389892eaa71a76d66
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def laplacian(csgraph, normed=False, return_diag=False): """ Return the Laplacian matrix of a directed graph. For non-symmetric graphs the out-degree is used in the computation. Parameters ---------- csgraph : array_like or sparse matrix, 2 dimensions compressed-sparse graph, with shape (N, N). normed : bool, optional If True, then compute normalized Laplacian. return_diag : bool, optional If True, then return diagonal as well as laplacian. Returns ------- lap : ndarray The N x N laplacian matrix of graph. diag : ndarray The length-N diagonal of the laplacian matrix. diag is returned only if return_diag is True. Notes ----- The Laplacian matrix of a graph is sometimes referred to as the "Kirchoff matrix" or the "admittance matrix", and is useful in many parts of spectral graph theory. In particular, the eigen-decomposition of the laplacian matrix can give insight into many properties of the graph. For non-symmetric directed graphs, the laplacian is computed using the out-degree of each node. Examples -------- >>> from scipy.sparse import csgraph >>> G = np.arange(5) * np.arange(5)[:, np.newaxis] >>> G array([[ 0, 0, 0, 0, 0], [ 0, 1, 2, 3, 4], [ 0, 2, 4, 6, 8], [ 0, 3, 6, 9, 12], [ 0, 4, 8, 12, 16]]) >>> csgraph.laplacian(G, normed=False) array([[ 0, 0, 0, 0, 0], [ 0, 9, -2, -3, -4], [ 0, -2, 16, -6, -8], [ 0, -3, -6, 21, -12], [ 0, -4, -8, -12, 24]]) """ if csgraph.ndim != 2 or csgraph.shape[0] != csgraph.shape[1]: raise ValueError('csgraph must be a square matrix or array') if normed and (np.issubdtype(csgraph.dtype, np.int) or np.issubdtype(csgraph.dtype, np.uint)): csgraph = csgraph.astype(np.float) if isspmatrix(csgraph): return _laplacian_sparse(csgraph, normed=normed, return_diag=return_diag) else: return _laplacian_dense(csgraph, normed=normed, return_diag=return_diag) ... [2 more functiondefs truncated] ...
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Functions: laplacian This code demonstrates Pythoncode:Python programming.
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intermediate
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database
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code_explanation
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Pythoncode:Python
| 1
| 0
| 2,291
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef laplacian(csgraph, normed=False, return_diag=False):\n \"\"\" Return the Laplacian matrix of a directed graph.\n\n For non-symmetric graphs the out-degree is used in the computation.\n\n Parameters\n ----------\n csgraph : array_like or sparse matrix, 2 dimensions\n compressed-sparse graph, with shape (N, N).\n normed : bool, optional\n If True, then compute normalized Laplacian.\n return_diag : bool, optional\n If True, then return diagonal as well as laplacian.\n\n Returns\n -------\n lap : ndarray\n The N x N laplacian matrix of graph.\n diag : ndarray\n The length-N diagonal of the laplacian matrix.\n diag is returned only if return_diag is True.\n\n Notes\n -----\n The Laplacian matrix of a graph is sometimes referred to as the\n \"Kirchoff matrix\" or the \"admittance matrix\", and is useful in many\n parts of spectral graph theory. In particular, the eigen-decomposition\n of the laplacian matrix can give insight into many properties of the graph.\n\n For non-symmetric directed graphs, the laplacian is computed using the\n out-degree of each node.\n\n Examples\n --------\n >>> from scipy.sparse import csgraph\n >>> G = np.arange(5) * np.arange(5)[:, np.newaxis]\n >>> G\n array([[ 0, 0, 0, 0, 0],\n [ 0, 1, 2, 3, 4],\n [ 0, 2, 4, 6, 8],\n [ 0, 3, 6, 9, 12],\n [ 0, 4, 8, 12, 16]])\n >>> csgraph.laplacian(G, normed=False)\n array([[ 0, 0, 0, 0, 0],\n [ 0, 9, -2, -3, -4],\n [ 0, -2, 16, -6, -8],\n [ 0, -3, -6, 21, -12],\n [ 0, -4, -8, -12, 24]])\n \"\"\"\n if csgraph.ndim != 2 or csgraph.shape[0] != csgraph.shape[1]:\n raise ValueError('csgraph must be a square matrix or array')\n\n if normed and (np.issubdtype(csgraph.dtype, np.int)\n or np.issubdtype(csgraph.dtype, np.uint)):\n csgraph = csgraph.astype(np.float)\n\n if isspmatrix(csgraph):\n return _laplacian_sparse(csgraph, normed=normed,\n return_diag=return_diag)\n else:\n return _laplacian_dense(csgraph, normed=normed,\n return_diag=return_diag)\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: laplacian\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
9120d4c7c58950a1c79165874f5716c1d3e76e4c
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import os import logging from collections import namedtuple from Crypto.PublicKey import RSA from tornado import gen from tornado import concurrent from cosmos.rbac.object import * from cosmos.service import OBSERVER_PROCESSOR def test_observer(user, object_service, object_name, data, access_type, columns = None, *args, **kwargs): assert object_name == "test" assert access_type == AccessType.READ or access_type == AccessType.INSERT or access_type == AccessType.UPDATE or access_type == AccessType.DELETE logging.info("Test object observer is called with [{}, {}, {}, {}, {}, {}].".format(user, object_service, object_name, data, access_type, columns)) if AccessType.INSERT == access_type: val = concurrent.Future() val.set_result(data) return (val) if AccessType.UPDATE == access_type or AccessType.DELETE == access_type: r = ({"error": None, "n": 1, "ok": 1, "updatedExisting": 1}) val = concurrent.Future() val.set_result({"_id":r}) return (val) find_one = kwargs.get("find_one", False) if find_one: val = concurrent.Future() val.set_result({"_id":data}) return (val) else: Result = namedtuple("CosmosEmptyResultSet", "fetch_next") val = concurrent.Future() val.set_result(False) return (Result(fetch_next=val)) observers = [ { "object_name": "test",
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"function": test_observer, "access": [AccessType.READ, AccessType.INSERT, AccessType.UPDATE, AccessType.DELETE], "type": OBSERVER_PROCESSOR } ] try: from local_settings import * except ImportError: pass if DB_USER_NAME and DB_USER_PASSWORD: DATABASE_URI = "mongodb://"+ DB_USER_NAME + ":"+ DB_USER_PASSWORD +"@"+ DB_HOST+":"+str(DB_PORT)+"/"+DB_NAME else: DATABASE_URI = "mongodb://"+DB_HOST+":"+str(DB_PORT) if LOG_DB_USER_NAME and LOG_DB_USER_PASSWORD: LOG_DATABASE_URI = "mongodb://"+ LOG_DB_USER_NAME + ":"+ LOG_DB_USER_PASSWORD +"@"+ LOG_DB_HOST+":"+str(LOG_DB_PORT)+"/"+LOG_DB_NAME else: LOG_DATABASE_URI = "mongodb://"+ LOG_DB_HOST+":"+str(LOG_DB_PORT) GOOGLE_OAUTH2_SETTINGS = {"key": GOOGLE_OAUTH2_CLIENT_ID, "secret": GOOGLE_OAUTH2_CLIENT_SECRET, "redirect_uri": GOOGLE_OAUTH2_REDIRECT_URI} GITHUB_OAUTH_SETTINGS = {"client_id": GITHUB_CLIENT_ID, "secret": GITHUB_CLIENT_SECRET, "redirect_uri": GITHUB_OAUTH2_CALLBACK_URI}
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intermediate
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testing
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code_completion
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Pythoncode:Python
| 1
| 0
| 2,411
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport logging\nfrom collections import namedtuple\n\nfrom Crypto.PublicKey import RSA\nfrom tornado import gen\nfrom tornado import concurrent\nfrom cosmos.rbac.object import *\nfrom cosmos.service import OBSERVER_PROCESSOR\n\ndef test_observer(user, object_service, object_name, data, access_type, columns = None, *args, **kwargs):\n assert object_name == \"test\"\n assert access_type == AccessType.READ or access_type == AccessType.INSERT or access_type == AccessType.UPDATE or access_type == AccessType.DELETE\n logging.info(\"Test object observer is called with [{}, {}, {}, {}, {}, {}].\".format(user, object_service, object_name, data, access_type, columns))\n\n if AccessType.INSERT == access_type:\n val = concurrent.Future()\n val.set_result(data)\n return (val)\n\n if AccessType.UPDATE == access_type or AccessType.DELETE == access_type:\n r = ({\"error\": None, \"n\": 1, \"ok\": 1, \"updatedExisting\": 1})\n val = concurrent.Future()\n val.set_result({\"_id\":r})\n return (val)\n\n find_one = kwargs.get(\"find_one\", False)\n if find_one:\n val = concurrent.Future()\n val.set_result({\"_id\":data})\n return (val)\n else:\n Result = namedtuple(\"CosmosEmptyResultSet\", \"fetch_next\")\n val = concurrent.Future()\n val.set_result(False)\n return (Result(fetch_next=val))\n\nobservers = [\n {\n \"object_name\": \"test\","}, {"role": "assistant", "content": "\n \"function\": test_observer,\n \"access\": [AccessType.READ, AccessType.INSERT, AccessType.UPDATE, AccessType.DELETE],\n \"type\": OBSERVER_PROCESSOR\n }\n]\n\n\ntry:\n from local_settings import *\nexcept ImportError:\n pass\n\nif DB_USER_NAME and DB_USER_PASSWORD:\n DATABASE_URI = \"mongodb://\"+ DB_USER_NAME + \":\"+ DB_USER_PASSWORD +\"@\"+ DB_HOST+\":\"+str(DB_PORT)+\"/\"+DB_NAME\nelse:\n DATABASE_URI = \"mongodb://\"+DB_HOST+\":\"+str(DB_PORT)\n\nif LOG_DB_USER_NAME and LOG_DB_USER_PASSWORD:\n LOG_DATABASE_URI = \"mongodb://\"+ LOG_DB_USER_NAME + \":\"+ LOG_DB_USER_PASSWORD +\"@\"+ LOG_DB_HOST+\":\"+str(LOG_DB_PORT)+\"/\"+LOG_DB_NAME\nelse:\n LOG_DATABASE_URI = \"mongodb://\"+ LOG_DB_HOST+\":\"+str(LOG_DB_PORT)\n\n\nGOOGLE_OAUTH2_SETTINGS = {\"key\": GOOGLE_OAUTH2_CLIENT_ID, \"secret\": GOOGLE_OAUTH2_CLIENT_SECRET, \"redirect_uri\": GOOGLE_OAUTH2_REDIRECT_URI}\n\nGITHUB_OAUTH_SETTINGS = {\"client_id\": GITHUB_CLIENT_ID, \"secret\": GITHUB_CLIENT_SECRET, \"redirect_uri\": GITHUB_OAUTH2_CALLBACK_URI}"}]
| false
| null | null | null |
9120f5bc8f814b4692efc7406b81c0fe8103d83e
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from .utils.migrations import (migrate_database_from, migrate_machine_from, zilean_rollback_database_backup, zilean_rollback_machine_backup) Error: SyntaxError / EOF
|
Fixed Code: from .utils.migrations import (migrate_database_from, migrate_machine_from, zilean_rollback_database_backup, zilean_rollback_machine_backup) class ZileanMigrator(object): pass Explanation: Complete the truncated code structure
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intermediate
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database
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error_fixing
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Pythoncode:Python
| 0
| 1
| 233
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom .utils.migrations import (migrate_database_from,\n migrate_machine_from,\n zilean_rollback_database_backup,\n zilean_rollback_machine_backup)\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom .utils.migrations import (migrate_database_from,\n migrate_machine_from,\n zilean_rollback_database_backup,\n zilean_rollback_machine_backup)\n\nclass ZileanMigrator(object):\n pass\n\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
|
9123424991c5403f506995b73c11800e6232bbeb
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # coding=utf-8 # Copyright 2021 The Google Research 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. def restore_checkpoint(model, ema, strategy, latest_ckpt=None, optimizer=None): if optimizer is None: ckpt_func = functools.partial( train_utils.create_checkpoint, models=model, ema=ema) else: ckpt_func = functools.partial( train_utils.create_checkpoint, models=model, ema=ema, optimizer=optimizer) checkpoint = train_utils.with_strategy(ckpt_func, strategy) if latest_ckpt: logging.info('Restoring from pretrained directory: %s', latest_ckpt) train_utils.with_strategy(lambda: checkpoint.restore(latest_ckpt), strategy) return checkpoint def is_tpu(): return FLAGS.accelerator_type == 'TPU' def loss_on_batch(inputs, model, config, training=False): """Loss on a batch of inputs.""" logits, aux_output = model.get_logits( inputs_dict=inputs, train_config=config, training=training) loss, aux_loss_dict = model.loss( targets=inputs, logits=logits, train_config=config, training=training, aux_output=aux_output) loss_factor = config.get('loss_factor', 1.0) ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: loss_dict = collections.OrderedDict() loss_dict['loss'] = loss total_loss = loss_factor * loss
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intermediate
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testing
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incomplete_code
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Pythoncode:Python
| 5
| 0
| 1,645
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2021 The Google Research 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\ndef restore_checkpoint(model, ema, strategy, latest_ckpt=None, optimizer=None):\n if optimizer is None:\n ckpt_func = functools.partial(\n train_utils.create_checkpoint, models=model, ema=ema)\n else:\n ckpt_func = functools.partial(\n train_utils.create_checkpoint, models=model, ema=ema,\n optimizer=optimizer)\n\n checkpoint = train_utils.with_strategy(ckpt_func, strategy)\n if latest_ckpt:\n logging.info('Restoring from pretrained directory: %s', latest_ckpt)\n train_utils.with_strategy(lambda: checkpoint.restore(latest_ckpt), strategy)\n return checkpoint\n\n\ndef is_tpu():\n return FLAGS.accelerator_type == 'TPU'\n\n\ndef loss_on_batch(inputs, model, config, training=False):\n \"\"\"Loss on a batch of inputs.\"\"\"\n logits, aux_output = model.get_logits(\n inputs_dict=inputs, train_config=config, training=training)\n loss, aux_loss_dict = model.loss(\n targets=inputs, logits=logits, train_config=config, training=training,\n aux_output=aux_output)\n loss_factor = config.get('loss_factor', 1.0)\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 loss_dict = collections.OrderedDict()\n loss_dict['loss'] = loss\n total_loss = loss_factor * loss"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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912495f93184573b9203df22fc8bb27548652827
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import argparse import math import os import pickle import random import sys import numpy as np import torch import torch.backends.cudnn as cudnn from torch import nn from torch.optim import lr_scheduler from torch.utils import data import torchvision.transforms as transforms import transforms as extended_transforms from loss import prediction_stat from main import get_data_path from main.loader import get_loader from main.models import get_model from utils import dotdict, float2str # paths ... [3 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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database
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refactoring
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Pythoncode:Python
| 0
| 0
| 546
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport argparse\nimport math\nimport os\nimport pickle\nimport random\nimport sys\n\nimport numpy as np\nimport torch\nimport torch.backends.cudnn as cudnn\nfrom torch import nn\nfrom torch.optim import lr_scheduler\nfrom torch.utils import data\n\nimport torchvision.transforms as transforms\nimport transforms as extended_transforms\nfrom loss import prediction_stat\nfrom main import get_data_path\nfrom main.loader import get_loader\nfrom main.models import get_model\nfrom utils import dotdict, float2str\n\n# paths\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9125319261fb94bc69a897401585fdd40320b1d2
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # Apresentação print('Programa para somar 8 valores utilizando vetores/listas') print() # Declaração do vetor valores = [0, 0, 0, 0, 0, 0, 0, 0] # Solicita os valores for i in range(len(valores)): valores[i] = int(input('Informe o valor: ')) # Cálculo da soma soma = 0 for i in range(len(valores)): soma += valores[i] # Apresenta o resultado print(f'A soma dos valores é {soma}')
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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database
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refactoring
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Pythoncode:Python
| 0
| 0
| 392
| false
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Apresenta\u00e7\u00e3o\nprint('Programa para somar 8 valores utilizando vetores/listas')\nprint()\n\n# Declara\u00e7\u00e3o do vetor\nvalores = [0, 0, 0, 0, 0, 0, 0, 0]\n\n# Solicita os valores\nfor i in range(len(valores)):\n valores[i] = int(input('Informe o valor: '))\n\n# C\u00e1lculo da soma\nsoma = 0\nfor i in range(len(valores)):\n soma += valores[i]\n\n# Apresenta o resultado\nprint(f'A soma dos valores \u00e9 {soma}')"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9125a2258a5cbeeafce52644773c51a924d107ac
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from collections import defaultdict f = open("input.txt") d = f.read() houses = defaultdict(int,{(0,0):1}) cur = [0,0] for c in d: if c == "<": cur[0] -= 1 if c == ">": cur[0] += 1 if c == "v": cur[1] += 1 if c == "^": cur[1] -= 1 houses[tuple(cur)]+=1 print(len(houses.keys()))
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Code Review: ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 15 ✨ Improvements: Remove debug print() at line 17 before production
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intermediate
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general
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code_review
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Pythoncode:Python
| 0
| 0
| 333
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom collections import defaultdict\nf = open(\"input.txt\")\nd = f.read()\nhouses = defaultdict(int,{(0,0):1})\ncur = [0,0]\nfor c in d:\n if c == \"<\":\n cur[0] -= 1\n if c == \">\":\n cur[0] += 1\n if c == \"v\":\n cur[1] += 1\n if c == \"^\":\n cur[1] -= 1\n houses[tuple(cur)]+=1\n\nprint(len(houses.keys()))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n\n\u2728 Improvements:\n Remove debug print() at line 17 before production"}]
| false
| null | null | null |
9125c9f61c337477b68228ea1ba426e48ce06b1a
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Blender-specific Configuration Settings from math import pi render = { "render_engine": "CYCLES", "render": {"cycles_device": "GPU"}, "dimensions": {"resolution": [1280, 1024], "percentage": 100.0}, "sampling": {"cycles_samples": 256, "cycles_preview_samples": 16}, "light_paths": { "transparency": {"max_bounces": 1, "min_bounces": 1}, "bounces": {"max_bounces": 1, "min_bounces": 1}, "diffuse": 1, "glossy": 1, "transmission": 1, "volume": 0, "reflective_caustics": False, "refractive_caustics": False, }, "performance": { "render_tile": [512, 512], "threads": {"mode": "FIXED", "num_threads": 8}, }, "layers": {"use_hair": False}, } scene = {"units": {"length_units": "METRIC", "rotation_units": "DEGREES"}} layers = {"denoising": {"use_denoising": False}} field = { "material": { "mapping": { "translation": (0.0, 0.05, 0.0), "rotation": (0.0, -pi / 2.0, 0.0), "scale": (1.0, 0.6, 1.0), }, "mix_lower_grass": { "inp1": (0.000, 0.012, 0.00076, 1.0), "inp2": (0.020, 0.011, 0.0, 1.0), }, "mix_upper_grass": { "inp1": (0.247, 0.549, 0.0, 1), "inp2": (0.257, 0.272, 0.0, 1), }, "noise": {"inp": [5.0, 2.0, 0.0]}, "hsv": {"inp": [0.0, 0.0, 1.9, 1.0]}, "mix_up_grass_hsv": {"inp0": 0.455}, "mix_low_grass_field_lines": {"inp0": 0.4}, "mix_grass": {"inp0": 0.391}, "principled": {"specular": 0.225, "roughness": 0.625}, }, "lower_plane": { "colour": (0.003, 0.04, 0.0, 1.0), "principled": {"specular": 0.225, "roughness": 1.0}, "mapping": {"scale": (0.1, 0.1, 1.0)}, }, } ball = { "initial_cond": {"segments": 16, "ring_count": 10, "calc_uvs": True}, "material": {"metallic": 0.0, "roughness": 0.35}, "subsurf_mod": {"levels": 1, "rend_levels": 4}, } goal = { "initial_cond": {"vertices": 32, "calc_uvs": True}, "corner_curve": {"fill": "FULL"}, "material": {"metallic": 0.0, "roughness": 0.35, "colour": (0.8, 0.8, 0.8, 1.0)}, "subsurf_mod": {"levels": 1, "rend_levels": 4}, } robot = {"material": {"specular": 0.742, "metallic": 0.0, "roughness": 0.9}}
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Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Potential division by zero - add validation
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intermediate
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database
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code_review
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Pythoncode:Python
| 0
| 0
| 2,326
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Blender-specific Configuration Settings\n\nfrom math import pi\n\nrender = {\n \"render_engine\": \"CYCLES\",\n \"render\": {\"cycles_device\": \"GPU\"},\n \"dimensions\": {\"resolution\": [1280, 1024], \"percentage\": 100.0},\n \"sampling\": {\"cycles_samples\": 256, \"cycles_preview_samples\": 16},\n \"light_paths\": {\n \"transparency\": {\"max_bounces\": 1, \"min_bounces\": 1},\n \"bounces\": {\"max_bounces\": 1, \"min_bounces\": 1},\n \"diffuse\": 1,\n \"glossy\": 1,\n \"transmission\": 1,\n \"volume\": 0,\n \"reflective_caustics\": False,\n \"refractive_caustics\": False,\n },\n \"performance\": {\n \"render_tile\": [512, 512],\n \"threads\": {\"mode\": \"FIXED\", \"num_threads\": 8},\n },\n \"layers\": {\"use_hair\": False},\n}\n\nscene = {\"units\": {\"length_units\": \"METRIC\", \"rotation_units\": \"DEGREES\"}}\n\nlayers = {\"denoising\": {\"use_denoising\": False}}\n\nfield = {\n \"material\": {\n \"mapping\": {\n \"translation\": (0.0, 0.05, 0.0),\n \"rotation\": (0.0, -pi / 2.0, 0.0),\n \"scale\": (1.0, 0.6, 1.0),\n },\n \"mix_lower_grass\": {\n \"inp1\": (0.000, 0.012, 0.00076, 1.0),\n \"inp2\": (0.020, 0.011, 0.0, 1.0),\n },\n \"mix_upper_grass\": {\n \"inp1\": (0.247, 0.549, 0.0, 1),\n \"inp2\": (0.257, 0.272, 0.0, 1),\n },\n \"noise\": {\"inp\": [5.0, 2.0, 0.0]},\n \"hsv\": {\"inp\": [0.0, 0.0, 1.9, 1.0]},\n \"mix_up_grass_hsv\": {\"inp0\": 0.455},\n \"mix_low_grass_field_lines\": {\"inp0\": 0.4},\n \"mix_grass\": {\"inp0\": 0.391},\n \"principled\": {\"specular\": 0.225, \"roughness\": 0.625},\n },\n \"lower_plane\": {\n \"colour\": (0.003, 0.04, 0.0, 1.0),\n \"principled\": {\"specular\": 0.225, \"roughness\": 1.0},\n \"mapping\": {\"scale\": (0.1, 0.1, 1.0)},\n },\n}\n\nball = {\n \"initial_cond\": {\"segments\": 16, \"ring_count\": 10, \"calc_uvs\": True},\n \"material\": {\"metallic\": 0.0, \"roughness\": 0.35},\n \"subsurf_mod\": {\"levels\": 1, \"rend_levels\": 4},\n}\n\ngoal = {\n \"initial_cond\": {\"vertices\": 32, \"calc_uvs\": True},\n \"corner_curve\": {\"fill\": \"FULL\"},\n \"material\": {\"metallic\": 0.0, \"roughness\": 0.35, \"colour\": (0.8, 0.8, 0.8, 1.0)},\n \"subsurf_mod\": {\"levels\": 1, \"rend_levels\": 4},\n}\n\nrobot = {\"material\": {\"specular\": 0.742, \"metallic\": 0.0, \"roughness\": 0.9}}"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Potential division by zero - add validation"}]
| false
| null | null | null |
91266dc2fa03da47339e3882e71342b1ee45462b
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from .base import Controller from .base import Action import numpy as np import pandas as pd import logging from collections import namedtuple from tqdm import tqdm class BBController(Controller): """ This is a Basal-Bolus Controller that is typically practiced by a Type-1 Diabetes patient. The performance of this controller can serve as a baseline when developing a more advanced controller. """ def __init__(self, target=140): self.quest = pd.read_csv(CONTROL_QUEST) self.patient_params = pd.read_csv(PATIENT_PARA_FILE) self.target = target def policy(self, observation, reward, done, **kwargs): sample_time = kwargs.get('sample_time', 1) pname = kwargs.get('patient_name') meal = kwargs.get('meal') # unit: g/min action = self._bb_policy(pname, meal, observation.CGM, sample_time) return action ... [11 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 10 Invalid syntax at line 29: ... [11 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 26 ✨ Improvements: Complete the expression on the last line Add closing quote at line 10 Review syntax near the error location
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advanced
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database
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code_review
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Pythoncode:Python
| 2
| 1
| 945
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom .base import Controller\nfrom .base import Action\nimport numpy as np\nimport pandas as pd\nimport logging\nfrom collections import namedtuple\nfrom tqdm import tqdm\n\nclass BBController(Controller):\n \"\"\"\n This is a Basal-Bolus Controller that is typically practiced by a Type-1\n Diabetes patient. The performance of this controller can serve as a\n baseline when developing a more advanced controller.\n \"\"\"\n def __init__(self, target=140):\n self.quest = pd.read_csv(CONTROL_QUEST)\n self.patient_params = pd.read_csv(PATIENT_PARA_FILE)\n self.target = target\n\n def policy(self, observation, reward, done, **kwargs):\n sample_time = kwargs.get('sample_time', 1)\n pname = kwargs.get('patient_name')\n meal = kwargs.get('meal') # unit: g/min\n\n action = self._bb_policy(pname, meal, observation.CGM, sample_time)\n return action\n\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 10\n Invalid syntax at line 29: ... [11 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 26\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 10\n Review syntax near the error location"}]
| false
| null | null | null |
912692288f987cd8f54127db16d2b577edc80fc1
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # # Copyright 2013 Rackspace Hosting. # # 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 abc import six class TraitPluginBase(object): """Base class for plugins. It converts notification fields to Trait values. """ def __init__(self, **kw): """Setup the trait plugin. For each Trait definition a plugin is used on in a conversion definition, a new instance of the plugin will be created, and initialized with the parameters (if any) specified in the config file. :param kw: the parameters specified in the event definitions file. """ super(TraitPluginBase, self).__init__() @abc.abstractmethod ... [7 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 1
| 1
| 1,238
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#\n# Copyright 2013 Rackspace Hosting.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nimport abc\n\nimport six\n\n\nclass TraitPluginBase(object):\n \"\"\"Base class for plugins.\n\n It converts notification fields to Trait values.\n \"\"\"\n\n def __init__(self, **kw):\n \"\"\"Setup the trait plugin.\n\n For each Trait definition a plugin is used on in a conversion\n definition, a new instance of the plugin will be created, and\n initialized with the parameters (if any) specified in the\n config file.\n\n :param kw: the parameters specified in the event definitions file.\n\n \"\"\"\n super(TraitPluginBase, self).__init__()\n\n @abc.abstractmethod\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
912788fe05c2b0029d03454b315f2758ce890c5a
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: from flask import Flask, redirect, url_for, jsonify, request app = Flask(__name__) users = [] ''' Json api 请求form里面Json 返回Json 好处： 1.通信的格式统一，对语言的约束就小了 2.易于做成open api 3.客户端重度渲染 RESTful api Dr. Fielding url 用资源来组织的 名词 /GET /players 拿到所有玩家 /GET /player/id 访问id的玩家的数据 /PUT /players 全量更新 /PATCH /players 部分更新 /DELETE /player/id 删除一个玩家 /GET /player/id/level ''' @app.route("/", methods=["GET"]) def index(): return'''<form method=post action='/add'> <input type=text name=author> <button>提交</button> </form> ''' @app.route("/add", methods=["POST"]) def add(): form = request.form users.append(dict(author=form.get("author", ""))) return redirect(url_for(".index")) @app.route("/json") def json(): app.run()
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Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Unterminated string literal at line 5 • Block at line 45 has no indented body • IndentationError at line 48 Fix: Add return statement to function
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intermediate
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api
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error_detection
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Pythoncode:Python
| 3
| 0
| 777
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom flask import Flask, redirect, url_for, jsonify, request\n\napp = Flask(__name__)\nusers = []\n'''\nJson api\n \u8bf7\u6c42form\u91cc\u9762Json \u8fd4\u56deJson\n \u597d\u5904\uff1a\n 1.\u901a\u4fe1\u7684\u683c\u5f0f\u7edf\u4e00\uff0c\u5bf9\u8bed\u8a00\u7684\u7ea6\u675f\u5c31\u5c0f\u4e86\n 2.\u6613\u4e8e\u505a\u6210open api\n 3.\u5ba2\u6237\u7aef\u91cd\u5ea6\u6e32\u67d3\n\n\nRESTful api\n\nDr. Fielding\nurl \u7528\u8d44\u6e90\u6765\u7ec4\u7ec7\u7684 \u540d\u8bcd\n\n/GET /players \u62ff\u5230\u6240\u6709\u73a9\u5bb6\n/GET /player/id \u8bbf\u95eeid\u7684\u73a9\u5bb6\u7684\u6570\u636e\n/PUT /players \u5168\u91cf\u66f4\u65b0\n/PATCH /players \u90e8\u5206\u66f4\u65b0\n/DELETE /player/id \u5220\u9664\u4e00\u4e2a\u73a9\u5bb6\n/GET /player/id/level\n'''\n\n\n@app.route(\"/\", methods=[\"GET\"])\ndef index():\n return'''<form method=post action='/add'>\n <input type=text name=author>\n <button>\u63d0\u4ea4</button>\n </form>\n '''\n\n\n@app.route(\"/add\", methods=[\"POST\"])\ndef add():\n form = request.form\n users.append(dict(author=form.get(\"author\", \"\")))\n return redirect(url_for(\".index\"))\n\n\n@app.route(\"/json\")\ndef json():\n\n\napp.run()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Unterminated string literal at line 5\n \u2022 Block at line 45 has no indented body\n \u2022 IndentationError at line 48\n\n Fix: Add return statement to function"}]
| true
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syntax
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INCOMPLETE_LOGIC
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MEDIUM
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9127b9612983c8643c1eb5911a7a12880ad76607
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.11.10 on 2018-03-31 13:48 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('cards', '0011_auto_20180319_1112'), ] operations = [ migrations.AlterField( model_name='card', name='answer', field=models.TextField(verbose_name='Answer'), ), migrations.AlterField( model_name='card', name='hint', field=models.TextField(blank=True, verbose_name='Hint'), ), migrations.AlterField( model_name='card', name='question', field=models.TextField(verbose_name='Question'), ), ]
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Code analysis results: 🔴 Errors found: Block at line 8 has no indented body ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 💡 Suggestions: Add docstring to class 'Migration'
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advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 0
| 1
| 786
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.10 on 2018-03-31 13:48\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('cards', '0011_auto_20180319_1112'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='card',\n name='answer',\n field=models.TextField(verbose_name='Answer'),\n ),\n migrations.AlterField(\n model_name='card',\n name='hint',\n field=models.TextField(blank=True, verbose_name='Hint'),\n ),\n migrations.AlterField(\n model_name='card',\n name='question',\n field=models.TextField(verbose_name='Question'),\n ),\n ]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 8 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
91291f525e80342e370d1b3f81196a52f9108a77
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import logging from typing import Match, Any, Dict import aiohttp from discord import Message from MoMMI import comm_event, command, MChannel, always_command logger = logging.getLogger(__name__) @comm_event("ss14") async def ss14_nudge(channel: MChannel, message: Any, meta: str) -> None: try: config: Dict[str, Any] = channel.module_config(f"ss14.servers.{meta}") except ValueError: return expect_password = config["password"] if expect_password != message.get("password"): return if "type" not in message or "contents" not in message: return contents = message["contents"] type = message["type"] if type == "ooc": final_message = f"\u200B**OOC**: `{contents['sender']}`: {contents['contents']}" else: return await channel.send(final_message) @always_command("ss14_relay", unsafe=True) async def ss14_relay(channel: MChannel, match: Match, message: Message) -> None: if not channel.internal_name: return content = message.content content = content.strip() if not content or content[0] == "\u200B": return server = None config: Any for config in channel.server_config("modules.ss14", []): if config["discord_channel"] != channel.internal_name: continue server = config["server"] if not server: return config = channel.module_config(f"ss14.servers.{server}") password = config["password"] url = config["api_url"] + "/ooc" async with aiohttp.ClientSess
|
Syntax Analysis: Syntax Errors Found: • SyntaxError: expected ':' at line 60 Fixes: • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,554
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport logging\nfrom typing import Match, Any, Dict\nimport aiohttp\nfrom discord import Message\nfrom MoMMI import comm_event, command, MChannel, always_command\n\nlogger = logging.getLogger(__name__)\n\n@comm_event(\"ss14\")\nasync def ss14_nudge(channel: MChannel, message: Any, meta: str) -> None:\n try:\n config: Dict[str, Any] = channel.module_config(f\"ss14.servers.{meta}\")\n except ValueError:\n return\n\n expect_password = config[\"password\"]\n if expect_password != message.get(\"password\"):\n return\n\n if \"type\" not in message or \"contents\" not in message:\n return\n\n contents = message[\"contents\"]\n type = message[\"type\"]\n\n if type == \"ooc\":\n final_message = f\"\\u200B**OOC**: `{contents['sender']}`: {contents['contents']}\"\n else:\n return\n\n await channel.send(final_message)\n\n@always_command(\"ss14_relay\", unsafe=True)\nasync def ss14_relay(channel: MChannel, match: Match, message: Message) -> None:\n if not channel.internal_name:\n return\n\n content = message.content\n content = content.strip()\n\n if not content or content[0] == \"\\u200B\":\n return\n\n server = None\n\n config: Any\n for config in channel.server_config(\"modules.ss14\", []):\n if config[\"discord_channel\"] != channel.internal_name:\n continue\n\n server = config[\"server\"]\n\n if not server:\n return\n\n config = channel.module_config(f\"ss14.servers.{server}\")\n password = config[\"password\"]\n url = config[\"api_url\"] + \"/ooc\"\n\n async with aiohttp.ClientSess"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 SyntaxError: expected ':' at line 60\n\n Fixes:\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
912a168bff4536c4b4657348252f51f09a3dbc8c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from test.BaseCase import BaseCase class TestGetCompanyTaxonomy(BaseCase): @BaseCase.login def test_ok(self, token): self.db.insert({"id": 1, "name": "My Company"}, self.db.tables["Company"]) self.db.insert({"id": 2, "name": "My Company 2"}, self.db.tables["Company"]) self.db.insert({"name": "CAT1"}, self.db.tables["TaxonomyCategory"]) self.db.insert({"name": "CAT2"}, self.db.tables["TaxonomyCategory"]) self.db.insert({"id": 1, "name": "VAL1", "category": "CAT1"}, self.db.tables["TaxonomyValue"]) self.db.insert({"id": 2, "name": "VAL2", "category": "CAT2"}, self.db.tables["TaxonomyValue"]) self.db.insert({"company": 1, "taxonomy_value": 1}, self.db.tables["TaxonomyAssignment"]) self.db.insert({"company": 1, "taxonomy_value": 2}, self.db.tables["TaxonomyAssignment"]) self.db.insert({"company": 2, "taxonomy_value": 2}, self.db.tables["TaxonomyAssignment"]) # Complete this line response = self.application.get('/company/get_company_taxonomy/2', headers=self.get_standard_header(token)) self.assertEqual([{'company': 2, 'taxonomy_value': 2}], response.json) self.assertEqual(200, response.status_code) @BaseCase.login def test_ok_empty(self, token): self.db.insert({"id": 2, "name": "My Company"}, self.db.tables["Company"]) response = self.application.get('/company/get_company_taxonomy/2', headers=self.get_standard_header(token)) self.assertEqual(response.json, []) self.assertEqual(200, response.status_code)
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The missing line is:
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 1,633
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom test.BaseCase import BaseCase\n\n\nclass TestGetCompanyTaxonomy(BaseCase):\n\n @BaseCase.login\n def test_ok(self, token):\n self.db.insert({\"id\": 1, \"name\": \"My Company\"}, self.db.tables[\"Company\"])\n self.db.insert({\"id\": 2, \"name\": \"My Company 2\"}, self.db.tables[\"Company\"])\n self.db.insert({\"name\": \"CAT1\"}, self.db.tables[\"TaxonomyCategory\"])\n self.db.insert({\"name\": \"CAT2\"}, self.db.tables[\"TaxonomyCategory\"])\n self.db.insert({\"id\": 1, \"name\": \"VAL1\", \"category\": \"CAT1\"}, self.db.tables[\"TaxonomyValue\"])\n self.db.insert({\"id\": 2, \"name\": \"VAL2\", \"category\": \"CAT2\"}, self.db.tables[\"TaxonomyValue\"])\n self.db.insert({\"company\": 1, \"taxonomy_value\": 1}, self.db.tables[\"TaxonomyAssignment\"])\n self.db.insert({\"company\": 1, \"taxonomy_value\": 2}, self.db.tables[\"TaxonomyAssignment\"])\n self.db.insert({\"company\": 2, \"taxonomy_value\": 2}, self.db.tables[\"TaxonomyAssignment\"])\n # Complete this line\n response = self.application.get('/company/get_company_taxonomy/2',\n headers=self.get_standard_header(token))\n\n self.assertEqual([{'company': 2, 'taxonomy_value': 2}], response.json)\n self.assertEqual(200, response.status_code)\n\n @BaseCase.login\n def test_ok_empty(self, token):\n self.db.insert({\"id\": 2, \"name\": \"My Company\"}, self.db.tables[\"Company\"])\n\n response = self.application.get('/company/get_company_taxonomy/2',\n headers=self.get_standard_header(token))\n\n self.assertEqual(response.json, [])\n self.assertEqual(200, response.status_code)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
912b4d4f0a7c8620ff9eef12211953cd7f872472
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import sqlalchemy as sa from ..core import db class GroupMembership(db.Model): __tablename__ = 'group_memberships' __table_args__ = dict( autoload=True, extend_existing=True, ) user = db.relationship('Account',
|
foreign_keys='GroupMembership.user_id', backref=db.backref('groups', cascade="all, delete-orphan"), ) group = db.relationship('Account', foreign_keys='GroupMembership.group_id', backref=db.backref('members', cascade="all, delete-orphan"), )
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 0
| 1
| 539
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport sqlalchemy as sa\n\nfrom ..core import db\n\n\nclass GroupMembership(db.Model):\n\n __tablename__ = 'group_memberships'\n __table_args__ = dict(\n autoload=True,\n extend_existing=True,\n )\n\n user = db.relationship('Account',"}, {"role": "assistant", "content": "\n foreign_keys='GroupMembership.user_id',\n backref=db.backref('groups', cascade=\"all, delete-orphan\"),\n )\n \n group = db.relationship('Account',\n foreign_keys='GroupMembership.group_id',\n backref=db.backref('members', cascade=\"all, delete-orphan\"),\n )"}]
| false
| null | null | null |
912c1f2c9b394208b14b4781f1f67d739e19f340
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- class inputFileGenerator(object): """ Generate input file for ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: Unit system: Length: m Force: N Pressure: Pa
|
intermediate
|
oop
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 96
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\nclass inputFileGenerator(object):\r\n \"\"\"\r\n Generate input file for\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\r\n Unit system: \r\n Length: m\r\n Force: N\r\n Pressure: Pa"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
912c4617e4d0718d34c2b278ca0d1aef755136f4
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import pytest from mock import patch from data.cache import InMemoryDataModelCache, NoopDataModelCache, MemcachedModelCache from data.cache.cache_key import CacheKey class MockClient(object): def __init__(self, server, **kwargs): self.data = {} def get(self, key, default=None): return self.data.get(key, default) def set(self, key, value, expire=None): self.data[key] = value @pytest.mark.parametrize("cache_type", [(NoopDataModelCache), (InMemoryDataModelCache),]) def test_caching(cache_type): key = CacheKey("foo", "60m") cache = cache_type() # Perform two retrievals, and make sure both return. assert cache.retrieve(key, lambda: {"a": 1234}) == {"a": 1234} assert cache.retrieve(key, lambda: {"a": 1234}) == {"a": 1234} def test_memcache(): key = CacheKey("foo", "60m") with patch("data.cache.impl.Client", MockClient): cache = MemcachedModelCache(("127.0.0.1", "-1")) assert cache.retrieve(key, lambda: {"a": 1234}) == {"a": 1234} assert cache.retrieve(key, lambda: {"a": 1234}) == {"a": 1234} def test_memcache_should_cache(): key = CacheKey("foo", None) def sc(value): return value["a"] != 1234 with patch("data.cache.impl.Client", MockClient: cache = MemcachedModelCache(("127.0.0.1", "-1")) assert cache.retrieve(key, lambda: {"a": 1234}, should_cache=sc) == {"a": 1234} # Ensure not cached since it was `1234`. assert cache._get_client().get(key.key) is None # Ensure cached. assert cache.retrieve(key, lambda: {"a": 2345}, should_cache=sc) == {"a": 2345} assert cache._get_client().get(key.key) is not None assert cache.retrieve(key, lambda: {"a": 2345}, should_cache=sc) == {"a": 2345}
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 44 - expected ')' • Invalid syntax at line 44: with patch("data.cache.impl.Client", MockClient: Fixes: • Add closing ')' bracket • Review syntax near the error location
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 7
| 1
| 1,789
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport pytest\n\nfrom mock import patch\n\nfrom data.cache import InMemoryDataModelCache, NoopDataModelCache, MemcachedModelCache\nfrom data.cache.cache_key import CacheKey\n\n\nclass MockClient(object):\n def __init__(self, server, **kwargs):\n self.data = {}\n\n def get(self, key, default=None):\n return self.data.get(key, default)\n\n def set(self, key, value, expire=None):\n self.data[key] = value\n\n\n@pytest.mark.parametrize(\"cache_type\", [(NoopDataModelCache), (InMemoryDataModelCache),])\ndef test_caching(cache_type):\n key = CacheKey(\"foo\", \"60m\")\n cache = cache_type()\n\n # Perform two retrievals, and make sure both return.\n assert cache.retrieve(key, lambda: {\"a\": 1234}) == {\"a\": 1234}\n assert cache.retrieve(key, lambda: {\"a\": 1234}) == {\"a\": 1234}\n\n\ndef test_memcache():\n key = CacheKey(\"foo\", \"60m\")\n with patch(\"data.cache.impl.Client\", MockClient):\n cache = MemcachedModelCache((\"127.0.0.1\", \"-1\"))\n assert cache.retrieve(key, lambda: {\"a\": 1234}) == {\"a\": 1234}\n assert cache.retrieve(key, lambda: {\"a\": 1234}) == {\"a\": 1234}\n\n\ndef test_memcache_should_cache():\n key = CacheKey(\"foo\", None)\n\n def sc(value):\n return value[\"a\"] != 1234\n\n with patch(\"data.cache.impl.Client\", MockClient:\n cache = MemcachedModelCache((\"127.0.0.1\", \"-1\"))\n assert cache.retrieve(key, lambda: {\"a\": 1234}, should_cache=sc) == {\"a\": 1234}\n\n # Ensure not cached since it was `1234`.\n assert cache._get_client().get(key.key) is None\n\n # Ensure cached.\n assert cache.retrieve(key, lambda: {\"a\": 2345}, should_cache=sc) == {\"a\": 2345}\n assert cache._get_client().get(key.key) is not None\n assert cache.retrieve(key, lambda: {\"a\": 2345}, should_cache=sc) == {\"a\": 2345}"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 44 - expected ')'\n \u2022 Invalid syntax at line 44: with patch(\"data.cache.impl.Client\", MockClient:\n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
912dd1c1fee777c8a3a588b4ebb22c1cb4588df4
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import demistomock as demisto # noqa: F401 from CommonServerPython import * # noqa: F401 ctx = demisto.context() dataFromCtx = ctx.get("widgets") if not dataFromCtx: incident = demisto.incidents()[0] accountName = incident.get('account') accountName = f"acc_{accountName}" if accountName != "" else "" stats = demisto.executeCommand( "demisto-api-post", { "uri": f"{accountName}/statistics/widgets/query", "body": { "size": 13, "dataType": "incidents", "query": "", "dateRange": { "period": { "byFrom": "months", "fromValue": 12 } }, "widgetType": "line", "params": { "groupBy": [ "occurred(m)", "null" ], "timeFrame": "months" }, }, }) res = stats[0]["Contents"]["response"] buildNumber = demisto.executeCommand("DemistoVersion", {})[0]['Contents']['DemistoVersion']['buildNumber'] buildNumber = f'{buildNumber}' if buildNumber != "REPLACE_THIS_WITH_CI_BUILD_NUM" else "618658" if int(buildNumber) >= 618657: # Line graph: data = { "Type": 17, "ContentsFormat": "line", "Contents": { "stats": res, "params": {
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '{' at line 43 - expected '}' • Unclosed '{' at line 46 - expected '}' • Unclosed '{' at line 48 - expected '}' Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,517
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport demistomock as demisto # noqa: F401\nfrom CommonServerPython import * # noqa: F401\n\nctx = demisto.context()\ndataFromCtx = ctx.get(\"widgets\")\nif not dataFromCtx:\n incident = demisto.incidents()[0]\n accountName = incident.get('account')\n accountName = f\"acc_{accountName}\" if accountName != \"\" else \"\"\n\n stats = demisto.executeCommand(\n \"demisto-api-post\",\n {\n \"uri\": f\"{accountName}/statistics/widgets/query\",\n \"body\": {\n \"size\": 13,\n \"dataType\": \"incidents\",\n \"query\": \"\",\n \"dateRange\": {\n \"period\": {\n \"byFrom\": \"months\",\n \"fromValue\": 12\n }\n },\n \"widgetType\": \"line\",\n \"params\": {\n \"groupBy\": [\n \"occurred(m)\",\n \"null\"\n ],\n \"timeFrame\": \"months\"\n },\n },\n })\n\n res = stats[0][\"Contents\"][\"response\"]\n\n buildNumber = demisto.executeCommand(\"DemistoVersion\", {})[0]['Contents']['DemistoVersion']['buildNumber']\n buildNumber = f'{buildNumber}' if buildNumber != \"REPLACE_THIS_WITH_CI_BUILD_NUM\" else \"618658\"\n\n if int(buildNumber) >= 618657:\n # Line graph:\n data = {\n \"Type\": 17,\n \"ContentsFormat\": \"line\",\n \"Contents\": {\n \"stats\": res,\n \"params\": {"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '{' at line 43 - expected '}'\n \u2022 Unclosed '{' at line 46 - expected '}'\n \u2022 Unclosed '{' at line 48 - expected '}'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
912ed2b516655605fdb89fa39bcc4f1ec0c3ed2a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from torch.utils.data import DataLoader from dataset.wiki_dataset import BERTDataset from models.bert_model import * from tqdm import tqdm import numpy as np import pandas as pd import os class Pretrainer: def __init__(self, bert_model, vocab_size, max_seq_len, batch_size, lr, with_cuda=True): # 词量, 注意这里实际字(词)汇量 = vocab_size - 20 # 因为前20个token用来做一些特殊功能，如padding等 self.vocab_size = vocab_size self.batch_size = batch_size self.lr = lr cuda_condition = torch.cuda.is_available() and with_cuda self.device = torch.device('cuda:0' if cuda_condition else 'cpu') # 限定单句最大长度 self.max_seq_len = max_seq_len # 初始化超参数的配置 bertconfig = BertConfig(vocab_size=config['vocab_size']) # 初始化bert模型 self.bert_model = bert_model(config=bertconfig) self.bert_model.to(self.device) # 初始化训练数据集 train_dataset = BERTDataset(corpus_path=config['train_corpus_p ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: word2idx_path=config['word2idx_path'], seq_len=self.max_seq_len, hidden_dim=bertconfig.hidden_size, on_memory=False) # 初始化训练dataloader
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 1
| 1,004
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom torch.utils.data import DataLoader\nfrom dataset.wiki_dataset import BERTDataset\nfrom models.bert_model import *\n\nfrom tqdm import tqdm\n\nimport numpy as np\nimport pandas as pd\nimport os\n\nclass Pretrainer:\n def __init__(self, bert_model,\n vocab_size, max_seq_len,\n batch_size, lr, with_cuda=True):\n # \u8bcd\u91cf, \u6ce8\u610f\u8fd9\u91cc\u5b9e\u9645\u5b57(\u8bcd)\u6c47\u91cf = vocab_size - 20\n # \u56e0\u4e3a\u524d20\u4e2atoken\u7528\u6765\u505a\u4e00\u4e9b\u7279\u6b8a\u529f\u80fd\uff0c\u5982padding\u7b49\n self.vocab_size = vocab_size\n self.batch_size = batch_size\n self.lr = lr\n cuda_condition = torch.cuda.is_available() and with_cuda\n self.device = torch.device('cuda:0' if cuda_condition else 'cpu')\n # \u9650\u5b9a\u5355\u53e5\u6700\u5927\u957f\u5ea6\n self.max_seq_len = max_seq_len\n # \u521d\u59cb\u5316\u8d85\u53c2\u6570\u7684\u914d\u7f6e\n bertconfig = BertConfig(vocab_size=config['vocab_size'])\n # \u521d\u59cb\u5316bert\u6a21\u578b\n self.bert_model = bert_model(config=bertconfig)\n self.bert_model.to(self.device)\n # \u521d\u59cb\u5316\u8bad\u7ec3\u6570\u636e\u96c6\n train_dataset = BERTDataset(corpus_path=config['train_corpus_p\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 word2idx_path=config['word2idx_path'],\n seq_len=self.max_seq_len,\n hidden_dim=bertconfig.hidden_size,\n on_memory=False)\n # \u521d\u59cb\u5316\u8bad\u7ec3dataloader"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
912f4cb2d5b6031823d833fa3533c0b3fca9c0fd
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import triton import triton.language as tl # Notes # 1. triton doesn't support uint32, so we use int32 instead and benefit from the fact that two's complement operations are equivalent to uint operations. # 2. multiply_low_high is currently inefficient. # 3. Even though technically philox sampling outputs int, in many places we pretends they were actualy uints e.g. uint_to_uniform_float def PHILOX_KEY_A(): # 0x9E3779B9 return -1640531527 @triton.jit def PHILOX_KEY_B(): # 0xBB67AE85 return -1150833019 @triton.jit def PHILOX_ROUND_A(): # 0xD2511F53 return -766435501 @triton.jit def PHILOX_ROUND_B(): # 0xCD9E8D57 return -845247145 @triton.jit def hacky_to_uint64(x): return ((x >> 1).to(tl.int64) << 1) + (x & 1).to(tl.int64) @triton.jit def multiply_low_high(a, b): return ( a * b, ((hacky_to_uint64(a) * hacky_to_uint64(b)) >> 32).to(tl.int32) ) @triton.jit def single_round(c0, c1, c2, c3, k0, k1): A = PHILOX_ROUND_A() B = PHILOX_ROUND_B() lo0, hi0 = multiply_low_high(A, c0) lo1, hi1 = multiply_low_high(B, c2) return ( hi1 ^ c1 ^ k0, lo1, hi0 ^ c3 ^ k1, lo0, ) @triton.jit def raise_key(k0, k1): return ( k0 + PHILOX_KEY_A(), k1 + PHILOX_KEY_B(), ) @triton.jit def philox_f(c0, c1, c2, c3, k0, k1):
|
c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) k0, k1 = raise_key(k0, k1) c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1) return c0, c1, c2, c3 @triton.jit def uint32_to_uniform_float(x): """ Numerically stable function to convert a random integer into a random float uniformly sampled in [0, 1). This is originally designed from uint32, but it works with int32 too as long as the int32 uniformly covers all the possible values it can take. """ mantissa = x & 0x7fffff exp = 127 res = mantissa | (exp << 23) return res.to(tl.float32, bitcast=True) - 1.0 @triton.jit def pair_uniform_to_normal(u1, u2): """Box-Muller transform""" u1 = tl.maximum(1.0e-7, u1) th = 6.283185307179586 * u2 r = tl.sqrt(-2.0 * tl.log(u1)) return r * tl.cos(th), r * tl.sin(th) @triton.jit ... [6 more functiondefs truncated] ...
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advanced
|
database
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code_completion
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Pythoncode:Python
| 11
| 0
| 2,990
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport triton\nimport triton.language as tl\n\n\n# Notes\n# 1. triton doesn't support uint32, so we use int32 instead and benefit from the fact that two's complement operations are equivalent to uint operations.\n# 2. multiply_low_high is currently inefficient.\n# 3. Even though technically philox sampling outputs int, in many places we pretends they were actualy uints e.g. uint_to_uniform_float\n\n\ndef PHILOX_KEY_A():\n # 0x9E3779B9\n return -1640531527\n\n\n@triton.jit\ndef PHILOX_KEY_B():\n # 0xBB67AE85\n return -1150833019\n\n\n@triton.jit\ndef PHILOX_ROUND_A():\n # 0xD2511F53\n return -766435501\n\n\n@triton.jit\ndef PHILOX_ROUND_B():\n # 0xCD9E8D57\n return -845247145\n\n\n@triton.jit\ndef hacky_to_uint64(x):\n return ((x >> 1).to(tl.int64) << 1) + (x & 1).to(tl.int64)\n\n\n@triton.jit\ndef multiply_low_high(a, b):\n return (\n a * b,\n ((hacky_to_uint64(a) * hacky_to_uint64(b)) >> 32).to(tl.int32)\n )\n\n\n@triton.jit\ndef single_round(c0, c1, c2, c3, k0, k1):\n A = PHILOX_ROUND_A()\n B = PHILOX_ROUND_B()\n lo0, hi0 = multiply_low_high(A, c0)\n lo1, hi1 = multiply_low_high(B, c2)\n\n return (\n hi1 ^ c1 ^ k0,\n lo1,\n hi0 ^ c3 ^ k1,\n lo0,\n )\n\n\n@triton.jit\ndef raise_key(k0, k1):\n return (\n k0 + PHILOX_KEY_A(),\n k1 + PHILOX_KEY_B(),\n )\n\n\n@triton.jit\ndef philox_f(c0, c1, c2, c3, k0, k1):"}, {"role": "assistant", "content": "\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n k0, k1 = raise_key(k0, k1)\n c0, c1, c2, c3 = single_round(c0, c1, c2, c3, k0, k1)\n return c0, c1, c2, c3\n\n\n\n@triton.jit\ndef uint32_to_uniform_float(x):\n \"\"\"\n Numerically stable function to convert a random integer into a random float uniformly sampled in [0, 1). \n This is originally designed from uint32, but it works with int32 too as long as the int32 uniformly \n covers all the possible values it can take.\n \"\"\"\n mantissa = x & 0x7fffff\n exp = 127\n res = mantissa | (exp << 23)\n return res.to(tl.float32, bitcast=True) - 1.0\n\n\n@triton.jit\ndef pair_uniform_to_normal(u1, u2):\n \"\"\"Box-Muller transform\"\"\"\n u1 = tl.maximum(1.0e-7, u1)\n th = 6.283185307179586 * u2\n r = tl.sqrt(-2.0 * tl.log(u1))\n return r * tl.cos(th), r * tl.sin(th)\n\n\n@triton.jit\n\n ... [6 more functiondefs truncated] ..."}]
| false
| null | null | null |
913073679e4abf540c0706db4723633ae6619d7d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2021-present Kensho Technologies, LLC. from .alphabet import Alphabet # noqa from .decoder import BeamSearchDecoderCTC, build_ctcdecoder # noqa from .language_model import LanguageModel # noqa __package_name__ = "pyctcdecode" __version__ = "0.3.0"
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
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intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 265
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2021-present Kensho Technologies, LLC.\nfrom .alphabet import Alphabet # noqa\nfrom .decoder import BeamSearchDecoderCTC, build_ctcdecoder # noqa\nfrom .language_model import LanguageModel # noqa\n\n\n__package_name__ = \"pyctcdecode\"\n__version__ = \"0.3.0\""}, {"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
|
MID_STRING
|
CRITICAL
|
9130c59838ca9f05494c451b3ac65479a741bec6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from wumpus.server import Server from circuits import Debugger s = Server("0.0.0.0", 50551) + Debugger() s.run() import sys sys.exit(1)
|
Syntax Analysis:
|
beginner
|
ui
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 137
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom wumpus.server import Server\nfrom circuits import Debugger\n\ns = Server(\"0.0.0.0\", 50551) + Debugger()\ns.run()\nimport sys\nsys.exit(1)"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
9130dea9e896e245175b22a313c12b30eff43fdf
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import array import struct import time from fcntl import ioctl from typing import IO from platypush.backend import Backend from platypush.message.event.joystick import JoystickConnectedEvent, JoystickDisconnectedEvent, \ class JoystickLinuxBackend(Backend): """ This backend intercepts events from joystick devices through the native Linux API implementation. It is loosely based on https://gist.github.com/rdb/8864666, which itself uses the `Linux kernel joystick API <https://www.kernel.org/doc/Documentation/input/joystick-api.txt>`_ to interact with the devices. Triggers: * :class:`platypush.message.event.joystick.JoystickConnectedEvent` when the joystick is connected. * :class:`platypush.message.event.joystick.JoystickDisconnectedEvent` when the joystick is disconnected. * :class:`platypush.message.event.joystick.JoystickButtonPressedEvent` when a joystick button is pressed. * :class:`platypush.message.event.joystick.JoystickButtonReleasedEvent` when a joystick button is released. * :class:`platypush.message.event.joystick.JoystickAxisEvent` when an axis value of the joystick changes. """ # These constants were borrowed from linux/input.h axis_names = { 0x00: 'x', 0x01: 'y', 0x02: 'z', 0x03: 'rx', 0x04: 'ry', 0x05: 'rz', 0x06: 'throttle', 0x07: 'rudder', 0x08: 'wheel', 0x09: 'gas', 0x0a: 'brake', 0x10: 'hat0x', 0x11: 'hat0y', 0x12: 'hat1x', 0x13: 'hat1y', 0x14: 'hat2x', 0x15: 'hat2y', 0x16: 'hat3x', 0x17: 'hat3y', 0x18: 'pressure', 0x19: 'distance', 0x1a: 'tilt_x', 0x1b: 'tilt_y', 0x1c: 'tool_width', 0x20: 'volume', 0x28: 'misc', } button_names = { 0x120: 'trigger', 0x121: 'thumb', 0x122: 'thumb2', 0x123: 'top', 0x124: 'top2', 0x125: 'pinkie',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 10 • Unclosed '{' at line 57 - expected '}' • Block at line 17 has no indented body Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 1
| 2,017
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport array\nimport struct\nimport time\nfrom fcntl import ioctl\nfrom typing import IO\n\nfrom platypush.backend import Backend\nfrom platypush.message.event.joystick import JoystickConnectedEvent, JoystickDisconnectedEvent, \\\nclass JoystickLinuxBackend(Backend):\n \"\"\"\n This backend intercepts events from joystick devices through the native Linux API implementation.\n\n It is loosely based on https://gist.github.com/rdb/8864666, which itself uses the\n `Linux kernel joystick API <https://www.kernel.org/doc/Documentation/input/joystick-api.txt>`_ to interact with\n the devices.\n\n Triggers:\n\n * :class:`platypush.message.event.joystick.JoystickConnectedEvent` when the joystick is connected.\n * :class:`platypush.message.event.joystick.JoystickDisconnectedEvent` when the joystick is disconnected.\n * :class:`platypush.message.event.joystick.JoystickButtonPressedEvent` when a joystick button is pressed.\n * :class:`platypush.message.event.joystick.JoystickButtonReleasedEvent` when a joystick button is released.\n * :class:`platypush.message.event.joystick.JoystickAxisEvent` when an axis value of the joystick changes.\n\n \"\"\"\n\n # These constants were borrowed from linux/input.h\n axis_names = {\n 0x00: 'x',\n 0x01: 'y',\n 0x02: 'z',\n 0x03: 'rx',\n 0x04: 'ry',\n 0x05: 'rz',\n 0x06: 'throttle',\n 0x07: 'rudder',\n 0x08: 'wheel',\n 0x09: 'gas',\n 0x0a: 'brake',\n 0x10: 'hat0x',\n 0x11: 'hat0y',\n 0x12: 'hat1x',\n 0x13: 'hat1y',\n 0x14: 'hat2x',\n 0x15: 'hat2y',\n 0x16: 'hat3x',\n 0x17: 'hat3y',\n 0x18: 'pressure',\n 0x19: 'distance',\n 0x1a: 'tilt_x',\n 0x1b: 'tilt_y',\n 0x1c: 'tool_width',\n 0x20: 'volume',\n 0x28: 'misc',\n }\n\n button_names = {\n 0x120: 'trigger',\n 0x121: 'thumb',\n 0x122: 'thumb2',\n 0x123: 'top',\n 0x124: 'top2',\n 0x125: 'pinkie',"}, {"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 10\n \u2022 Unclosed '{' at line 57 - expected '}'\n \u2022 Block at line 17 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9130e2a60db5f7dd70d5dc6252d49d770a1edb17
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- def get_data(topic_name, variable_name, index): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: try: dataset = log.get_dataset(topic_name, index) return dataset.data[variable_name] except: return []
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intermediate
|
data_processing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 95
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\ndef get_data(topic_name, variable_name, index):\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 try:\n dataset = log.get_dataset(topic_name, index)\n return dataset.data[variable_name]\n except:\n return []"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91319c7d1f44146497a5047e81aae4b710f7a353
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from flask import Flask app = Flask(_name_) @app.route('/' def hello(): return 'welcome to my watchlist'
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 4 - expected ')' • SyntaxError: '(' was never closed at line 4 Fixes: • Add closing ')' bracket • Review code syntax
|
beginner
|
general
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 109
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom flask import Flask\napp = Flask(_name_)\n\n@app.route('/'\ndef hello():\n return 'welcome to my watchlist'"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 4\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
9131fc3d32e64957b9b0364448ce5a53a40a4303
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os path1 = "outputs" path2 = "outputs/_imgs" path3 = "outputs/max_sharpe_weights" path4 = "outputs/opt_portfolio_trades" try: os.mkdir(path1) except OSError: print ("Директория %s уже создана" % path1) else: print ("Успешно создана директория %s " % path1) try:
|
os.makedirs(path2) os.makedirs(path3) os.makedirs(path4) except OSError: print ("Директории уже созданы") else: print ("Успешно созданы нужные директории") source_path = '../source_root/1m' destination_path = 'outputs'
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 524
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\n\n\npath1 = \"outputs\"\npath2 = \"outputs/_imgs\"\npath3 = \"outputs/max_sharpe_weights\"\npath4 = \"outputs/opt_portfolio_trades\"\ntry:\n os.mkdir(path1)\nexcept OSError:\n print (\"\u0414\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0438\u044f %s \u0443\u0436\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0430\" % path1)\nelse:\n print (\"\u0423\u0441\u043f\u0435\u0448\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u0430 \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0438\u044f %s \" % path1)\n\ntry:"}, {"role": "assistant", "content": "\n os.makedirs(path2)\n os.makedirs(path3)\n os.makedirs(path4)\nexcept OSError:\n print (\"\u0414\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0438\u0438 \u0443\u0436\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u044b\")\nelse:\n print (\"\u0423\u0441\u043f\u0435\u0448\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u044b \u043d\u0443\u0436\u043d\u044b\u0435 \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0438\u0438\")\n\n\nsource_path = '../source_root/1m'\ndestination_path = 'outputs'"}]
| false
| null | null | null |
913206ffbcd62d973e6003afaac405c6a7ea1d3b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class TypeTransformer: """Class for transforming type definitions for runtime type checking. Transform a type definition by modifying it in-place. The following transformations are performed: * Represent generic type variables explicitly as attributes. * Create generic wrapper classes used by coercions to different type args. * Create wrapper methods needed when overriding methods with different signatures. * Create wrapper methods for calling methods in dynamically typed code. These perform the necessary coercions for arguments and return values to/from 'Any'. This is used by DyncheckTransformVisitor and is logically aggregated within that class. Error: SyntaxError / EOF
|
Fixed Code: class TypeTransformer: """Class for transforming type definitions for runtime type checking. Transform a type definition by modifying it in-place. The following transformations are performed: * Represent generic type variables explicitly as attributes. * Create generic wrapper classes used by coercions to different type args. * Create wrapper methods needed when overriding methods with different signatures. * Create wrapper methods for calling methods in dynamically typed code. These perform the necessary coercions for arguments and return values to/from 'Any'. This is used by DyncheckTransformVisitor and is logically aggregated within that class. """ Explanation: Complete the truncated code structure
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advanced
|
database
|
error_fixing
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Pythoncode:Python
| 1
| 1
| 739
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass TypeTransformer:\n \"\"\"Class for transforming type definitions for runtime type checking.\n\n Transform a type definition by modifying it in-place.\n\n The following transformations are performed:\n\n * Represent generic type variables explicitly as attributes.\n * Create generic wrapper classes used by coercions to different type\n args.\n * Create wrapper methods needed when overriding methods with different\n signatures.\n * Create wrapper methods for calling methods in dynamically typed code.\n These perform the necessary coercions for arguments and return values\n to/from 'Any'.\n \n This is used by DyncheckTransformVisitor and is logically aggregated within\n that class.\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass TypeTransformer:\n \"\"\"Class for transforming type definitions for runtime type checking.\n\n Transform a type definition by modifying it in-place.\n\n The following transformations are performed:\n\n * Represent generic type variables explicitly as attributes.\n * Create generic wrapper classes used by coercions to different type\n args.\n * Create wrapper methods needed when overriding methods with different\n signatures.\n * Create wrapper methods for calling methods in dynamically typed code.\n These perform the necessary coercions for arguments and return values\n to/from 'Any'.\n \n This is used by DyncheckTransformVisitor and is logically aggregated within\n that class.\n \"\"\"\n \n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91329b52b2eb8891b64c02d1b241dca7cd47466e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.contrib import admin from django.contrib.auth.admin import UserAdmin from django.contrib.auth.models import User from django_tablib.admin import TablibAdmin from jazzpos.models import Customer, Patient, Store, CustomerType, StoreSettings from jazzpos.models import UserProfile class CustomerAdmin(TablibAdmin): formats = ['xls', 'csv',] class PatientAdmin(TablibAdmin): formats = ['xls', 'csv',] class StoreAdmin(admin.ModelAdmin): pass class StoreSettingsAdmin(admin.ModelAdmin): pass class CustomerTypeAdmin(admin.ModelAdmin): pass class UserProfileInline(admin.StackedInline): model = UserProfile UserAdmin.inlines = [UserProfileInline, admin.site.register(Customer, CustomerAdmin) admin.site.register(Patient, PatientAdmin) admin.site.register(Store, StoreAdmin) admin.site.register(StoreSettings, StoreSettingsAdmin) admin.site.register(CustomerType, CustomerTypeAdmin) admin.site.unregister(User) admin.site.register(User, UserAdmin)
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '[' at line 28 - expected ']' • SyntaxError: '[' was never closed at line 28 Fix: Add missing ']' bracket at line 28
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advanced
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 6
| 987
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom django.contrib.auth.admin import UserAdmin\nfrom django.contrib.auth.models import User\n\nfrom django_tablib.admin import TablibAdmin\n\nfrom jazzpos.models import Customer, Patient, Store, CustomerType, StoreSettings\nfrom jazzpos.models import UserProfile\n\nclass CustomerAdmin(TablibAdmin):\n formats = ['xls', 'csv',]\n\nclass PatientAdmin(TablibAdmin):\n formats = ['xls', 'csv',]\n\nclass StoreAdmin(admin.ModelAdmin):\n pass\n\nclass StoreSettingsAdmin(admin.ModelAdmin):\n pass\n\nclass CustomerTypeAdmin(admin.ModelAdmin):\n pass\n\nclass UserProfileInline(admin.StackedInline):\n model = UserProfile\n\nUserAdmin.inlines = [UserProfileInline,\n\nadmin.site.register(Customer, CustomerAdmin)\nadmin.site.register(Patient, PatientAdmin)\nadmin.site.register(Store, StoreAdmin)\nadmin.site.register(StoreSettings, StoreSettingsAdmin)\nadmin.site.register(CustomerType, CustomerTypeAdmin)\n\nadmin.site.unregister(User)\nadmin.site.register(User, UserAdmin)"}, {"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 28 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 28\n\n Fix: Add missing ']' bracket at line 28"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
9133898a696d152066b05333d948605fe60ac07e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Basic training configuration file from torch.optim import RMSprop from torch.optim.lr_scheduler import MultiStepLR from torchvision.transforms import RandomHorizontalFlip, Compose from torchvision.transforms import RandomResizedCrop, RandomAffine, RandomApply from torchvision.transforms import ColorJitter, ToTensor, Normalize from common.dataset import FilesFromCsvDataset from common.data_loaders import get_data_loader from models.inceptionresnetv2_ssd_like import FurnitureInceptionResNetV4350SSDLike_v3 SEED = 17 DEBUG = True DEVICE = 'cuda' OUTPUT_PATH = "output" size = 350 TRAIN_TRANSFORMS = Compose([ RandomApply( [RandomAffine(degrees=10, resample=3, fillcolor=(255, 255, 255)), ], p=0.5 ), RandomResizedCrop(size, scale=(0.7, 1.0), interpolation=3), RandomHorizontalFlip(p=0.5), ColorJitter(hue=0.12, brightness=0.12), ToTensor(), Normalize(mean=[0.5, 0.5, 0.5], std=[0.5, 0.5, 0.5]) ]) VAL_TRANSFORMS = TRAIN_TRANSFORMS BATCH_SIZE = 24 NUM_WORKERS = 15 dataset = FilesFromCsvDataset("output/unique_filtered_train_dataset.csv") TRAIN_LOADER = get_data_loader(dataset, data_transform=TRAIN_TRANSFORMS, batch_size=BATCH_SIZE, num_workers=NUM_WORKERS, pin_memory='cuda' in DEVICE) val_dataset = FilesFromCsvDataset("output/unique_filtered_val_dataset.csv") VAL_LOADER = get_data_loader(val_dataset, data_transform=VAL_TRANSFORMS, batch_size=BATCH_SIZE, num_workers=NUM_WORKERS, pin_memory='cuda' in DEVICE) MODEL = FurnitureInceptionResNetV4350SSDLike_v3(num_classes=128, pretrained='imagenet') N_EPOCHS = 100 OPTIM = RMSprop( params=[ {"params": MODEL.extractor.stem.parameters(), 'lr': 0.0001}, {"params": MODEL.extractor.low_features_a.parameters(), 'lr': 0.00045}, {"params": MODEL.extractor.low_features_b.parameters(), 'lr': 0.00045}, {"params": MODEL.extractor.mid_features.parameters(), 'lr': 0.0045}, {"params": MODEL.extractor.top_features.parameters(), 'lr': 0.0045}, {"params": MODEL.extractor.smooth_layers.parameters(), 'lr': 0.045}, {"params": MODEL.cls_layers.parameters(), 'lr': 0.045}, {"params": MODEL.boxes_to_classes.parameters(), 'lr': 0.045}, {"params": MODEL.final_classifier.parameters(), 'lr': 0.045}, ], alpha=0.9, eps=1.0 ) LR_SCHEDULERS = [ MultiStepLR(OPTIM, milestones=[4, 5, 6, 7, 8, 10, 11, 13, 14, 15], gamma=0.5), ] EARLY_STOPPING_KWARGS = { 'patience': 25, # 'score_function': None } LOG_INTERVAL = 100
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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database
|
refactoring
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Pythoncode:Python
| 0
| 0
| 2,760
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Basic training configuration file\nfrom torch.optim import RMSprop\nfrom torch.optim.lr_scheduler import MultiStepLR\nfrom torchvision.transforms import RandomHorizontalFlip, Compose\nfrom torchvision.transforms import RandomResizedCrop, RandomAffine, RandomApply\nfrom torchvision.transforms import ColorJitter, ToTensor, Normalize\nfrom common.dataset import FilesFromCsvDataset\nfrom common.data_loaders import get_data_loader\nfrom models.inceptionresnetv2_ssd_like import FurnitureInceptionResNetV4350SSDLike_v3\n\n\nSEED = 17\nDEBUG = True\nDEVICE = 'cuda'\n\nOUTPUT_PATH = \"output\"\n\nsize = 350\n\nTRAIN_TRANSFORMS = Compose([\n RandomApply(\n [RandomAffine(degrees=10, resample=3, fillcolor=(255, 255, 255)), ],\n p=0.5\n ),\n RandomResizedCrop(size, scale=(0.7, 1.0), interpolation=3),\n RandomHorizontalFlip(p=0.5),\n ColorJitter(hue=0.12, brightness=0.12),\n ToTensor(),\n Normalize(mean=[0.5, 0.5, 0.5], std=[0.5, 0.5, 0.5])\n])\n\n\nVAL_TRANSFORMS = TRAIN_TRANSFORMS\n\n\nBATCH_SIZE = 24\nNUM_WORKERS = 15\n\n\ndataset = FilesFromCsvDataset(\"output/unique_filtered_train_dataset.csv\")\nTRAIN_LOADER = get_data_loader(dataset,\n data_transform=TRAIN_TRANSFORMS,\n batch_size=BATCH_SIZE,\n num_workers=NUM_WORKERS,\n pin_memory='cuda' in DEVICE)\n\n\nval_dataset = FilesFromCsvDataset(\"output/unique_filtered_val_dataset.csv\")\nVAL_LOADER = get_data_loader(val_dataset,\n data_transform=VAL_TRANSFORMS,\n batch_size=BATCH_SIZE,\n num_workers=NUM_WORKERS,\n pin_memory='cuda' in DEVICE)\n\n\nMODEL = FurnitureInceptionResNetV4350SSDLike_v3(num_classes=128, pretrained='imagenet')\n\n\nN_EPOCHS = 100\n\n\nOPTIM = RMSprop(\n params=[\n {\"params\": MODEL.extractor.stem.parameters(), 'lr': 0.0001},\n {\"params\": MODEL.extractor.low_features_a.parameters(), 'lr': 0.00045},\n {\"params\": MODEL.extractor.low_features_b.parameters(), 'lr': 0.00045},\n {\"params\": MODEL.extractor.mid_features.parameters(), 'lr': 0.0045},\n {\"params\": MODEL.extractor.top_features.parameters(), 'lr': 0.0045},\n {\"params\": MODEL.extractor.smooth_layers.parameters(), 'lr': 0.045},\n {\"params\": MODEL.cls_layers.parameters(), 'lr': 0.045},\n {\"params\": MODEL.boxes_to_classes.parameters(), 'lr': 0.045},\n {\"params\": MODEL.final_classifier.parameters(), 'lr': 0.045},\n ],\n alpha=0.9,\n eps=1.0\n)\n\n\nLR_SCHEDULERS = [\n MultiStepLR(OPTIM, milestones=[4, 5, 6, 7, 8, 10, 11, 13, 14, 15], gamma=0.5),\n\n]\n\n\nEARLY_STOPPING_KWARGS = {\n 'patience': 25,\n # 'score_function': None\n}\n\n\nLOG_INTERVAL = 100"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9134284163c48ec784f6cf8bb5ff49c9902c49ec
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # # Author: Qiming Sun <osirpt.sun@gmail.com> # ''' A simple example to run MCSCF with background charges. ''' import numpy from pyscf import gto, scf, mcscf, qmmm mol = gto.M(atom=''' C 1.1879 -0.3829 0.0000 C 0.0000 0.5526 0.0000 O -1.1867 -0.2472 0.0000 H -1.9237 0.3850 0.0000 H 2.0985 0.2306 0.0000 H 1.1184 -1.0093 0.8869 H 1.1184 -1.0093 -0.8869 H -0.0227 1.1812 0.8852 H -0.0227 1.1812 -0.8852 ''', basis='3-21g', verbose=4) numpy.random.seed(1) coords = numpy.random.random((5,3)) * 10 charges = (numpy.arange(5) + 1.) * -.1 #
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 6 Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 662
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Author: Qiming Sun <osirpt.sun@gmail.com>\n#\n\n'''\nA simple example to run MCSCF with background charges.\n'''\n\nimport numpy\nfrom pyscf import gto, scf, mcscf, qmmm\n\nmol = gto.M(atom='''\nC 1.1879 -0.3829 0.0000\nC 0.0000 0.5526 0.0000\nO -1.1867 -0.2472 0.0000\nH -1.9237 0.3850 0.0000\nH 2.0985 0.2306 0.0000\nH 1.1184 -1.0093 0.8869\nH 1.1184 -1.0093 -0.8869\nH -0.0227 1.1812 0.8852\nH -0.0227 1.1812 -0.8852\n ''',\n basis='3-21g',\n verbose=4)\n\nnumpy.random.seed(1)\ncoords = numpy.random.random((5,3)) * 10\ncharges = (numpy.arange(5) + 1.) * -.1\n\n#"}, {"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\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
913439b2a09a820bfc3faefc3e105469f128a1a8
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import datetime from decimal import Decimal, ROUND_DOWN, ROUND_UP import logging import re from django.conf import settings from django.core.exceptions import ValidationError from django.core.validators import RegexValidator from django.utils import formats from django.utils.cache import patch_cache_control from django.utils.dateformat import format as format_date from django.utils.dateparse import parse_date from django.utils.encoding import force_text from django.utils.translation import gettext_lazy as _ from django.views.generic import TemplateView from mtp_common.auth import api_client, urljoin import requests from requests.exceptions import Timeout def get_api_session(): return api_client.get_authenticated_api_session( settings.SHARED_API_USERNAME, settings.SHARED_API_PASSWORD, ) def check_payment_service_available(): # service is deemed unavailable only if status is explicitly false, not if it cannot be determined try: response = requests.get(api_url('/service-availability/'), timeout=5) gov_uk_status = response.json().get('gov_uk_pay', {}) return gov_uk_status.get('status', True), gov_uk_status.get('message_to_users') except (Timeout, ValueError): return True, None def validate_prisoner_number(value): if not prisoner_number_re.match(value): raise ValidationError(_('Incorrect prisoner number format'), code='invalid') class RejectCardNumberValidator(RegexValidator): regex = r'\d{4}\s*\d{4}\s*\d{4}\s*\d{4}' inverse_match = True code = 'card_number' message = _('Please do not enter your debit card number here') def format_percentage(number, decimals=1, trim_zeros=True): if not isinstance(number, Decimal): number = Decimal(number) percentage_text = ('{0:.%sf}' % decimals).format(number) if decimals and trim_zeros and percentage_text.endswith('.' + ('0' * decimals)): percentage_text = percentage_text[:-decimals - 1] return percentage_text + '%' def currency_format(amount, trim_empty_pence=False): """ Formats a number into currency format @param amount: amount in pounds @param trim_empty_pence: if True, strip off .00 """ if not isinstance(amount, Decimal): amount = unserialise_amount(amount) text_amount = serialise_amount(amount) if trim_empty_pence and text_amount.endswith('.00'): text_amount = text_amount[:-3] return '£' + text_amount ... [17 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 59 Invalid syntax at line 73: ... [17 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 69 ✨ Improvements: Complete the expression on the last line Add closing quote at line 59 Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
| 5
| 1
| 2,520
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport datetime\nfrom decimal import Decimal, ROUND_DOWN, ROUND_UP\nimport logging\nimport re\n\nfrom django.conf import settings\nfrom django.core.exceptions import ValidationError\nfrom django.core.validators import RegexValidator\nfrom django.utils import formats\nfrom django.utils.cache import patch_cache_control\nfrom django.utils.dateformat import format as format_date\nfrom django.utils.dateparse import parse_date\nfrom django.utils.encoding import force_text\nfrom django.utils.translation import gettext_lazy as _\nfrom django.views.generic import TemplateView\nfrom mtp_common.auth import api_client, urljoin\nimport requests\nfrom requests.exceptions import Timeout\n\ndef get_api_session():\n return api_client.get_authenticated_api_session(\n settings.SHARED_API_USERNAME,\n settings.SHARED_API_PASSWORD,\n )\n\n\ndef check_payment_service_available():\n # service is deemed unavailable only if status is explicitly false, not if it cannot be determined\n try:\n response = requests.get(api_url('/service-availability/'), timeout=5)\n gov_uk_status = response.json().get('gov_uk_pay', {})\n return gov_uk_status.get('status', True), gov_uk_status.get('message_to_users')\n except (Timeout, ValueError):\n return True, None\n\n\ndef validate_prisoner_number(value):\n if not prisoner_number_re.match(value):\n raise ValidationError(_('Incorrect prisoner number format'), code='invalid')\n\n\nclass RejectCardNumberValidator(RegexValidator):\n regex = r'\\d{4}\\s*\\d{4}\\s*\\d{4}\\s*\\d{4}'\n inverse_match = True\n code = 'card_number'\n message = _('Please do not enter your debit card number here')\n\n\ndef format_percentage(number, decimals=1, trim_zeros=True):\n if not isinstance(number, Decimal):\n number = Decimal(number)\n percentage_text = ('{0:.%sf}' % decimals).format(number)\n if decimals and trim_zeros and percentage_text.endswith('.' + ('0' * decimals)):\n percentage_text = percentage_text[:-decimals - 1]\n return percentage_text + '%'\n\n\ndef currency_format(amount, trim_empty_pence=False):\n \"\"\"\n Formats a number into currency format\n @param amount: amount in pounds\n @param trim_empty_pence: if True, strip off .00\n \"\"\"\n if not isinstance(amount, Decimal):\n amount = unserialise_amount(amount)\n text_amount = serialise_amount(amount)\n if trim_empty_pence and text_amount.endswith('.00'):\n text_amount = text_amount[:-3]\n return '\u00a3' + text_amount\n\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 59\n Invalid syntax at line 73: ... [17 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 55\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 69\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 59\n Review syntax near the error location"}]
| false
| null | null | null |
9134f2e89b9311a8b0265758c45e89d220be134a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: UTF-8 -*- import os this_file_path = os.path.dirname(os.path.realpath(__file__) MODELS_DIR = os.path.join(this_file_path, "models/") Error: SyntaxError: unmatched brackets
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Fixed Code: # -*- coding: UTF-8 -*- import os this_file_path = os.path.dirname(os.path.realpath(__file__)) MODELS_DIR = os.path.join(this_file_path, "models/") Explanation: Add missing ')' bracket at line 5
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beginner
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machine_learning
|
error_fixing
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Pythoncode:Python
| 0
| 0
| 150
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: UTF-8 -*-\n\nimport os\n\nthis_file_path = os.path.dirname(os.path.realpath(__file__)\n\nMODELS_DIR = os.path.join(this_file_path, \"models/\")\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: UTF-8 -*-\n\nimport os\n\nthis_file_path = os.path.dirname(os.path.realpath(__file__))\n\nMODELS_DIR = os.path.join(this_file_path, \"models/\")\n\n\n Explanation: Add missing ')' bracket at line 5"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
913583ff296aa5d8ee63fb484726346d1b7a2c13
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import array as arr a = arr.array('i', [ 1,2,3,4,5,6]) print(a) # Accessing elements print(a[2]) print(a[-2]) # BASIC ARRAY OPERATIONS # Find length of array print() print('Length of array') print(len(a)) # Adding elments to an array # append() to add a single element at the end of an array # extend() to add more than one element at the end of an array # insert() to add an element at a specific position in an array print() # append print('Append') a.append(8) print(a) # extend print() print('Extend') a.extend([9,8,6,5,4]) print(a) # insert print() print('Insert') a.insert(2,6) # first param is the index, second param is the value print(a) # Removing elements from an array # pop() Remove an element and return it # remove() Remove element with a specific value without returning it print() print(a) # pop print('pop') print(a.pop()) # removes last element print(a print(a.pop(2)) print(a) print(a.pop(-1)) print(a) # remove print() print('remove') print(a.remove(8)) # doesn't return what it removes, it removed the first occurrence of '8' print(a) # Array Concatenation print() print('Array Concatenation') b = arr.array('i', [1,2,3,4,5,6,7]) c = arr.array('i', [3,4,2,1,3,5,6,7,8]) d = arr.array('i') d = b + c print(d) # Slicing an Array print() print('Slicing an Array') # This means fetching some particular values from an array print(d) print(d[0:5]) # Doesn't include the value on the right index print(d[0:-2]) print(d[::-1]) # Reverse the array, this method is not preferred because it exauhsts the memory # Looping through an Array print() print('Looping through an Array') print('Using for') for x in d: print(x, end=' ') print() for x in d[0:-3]: print(x, end=' ') print() print('Using while') temp = 0 while temp < d[2]: print(d[temp], end = ' ') temp = temp + 1 # Can use temp+=1, it's the same thing print() print(a) tem = 0 while tem < len(a): print(a[tem], end=' ') tem += 1 print()
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 56 • Unclosed '(' at line 47 - expected ')' • SyntaxError: '(' was never closed at line 47 Fixes: • Add closing quote at line 56 • Add closing ')' bracket • Review code syntax
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intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,950
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport array as arr\na = arr.array('i', [ 1,2,3,4,5,6])\nprint(a)\n\n# Accessing elements\nprint(a[2])\nprint(a[-2])\n\n# BASIC ARRAY OPERATIONS\n# Find length of array\nprint()\nprint('Length of array')\nprint(len(a))\n\n# Adding elments to an array\n# append() to add a single element at the end of an array\n# extend() to add more than one element at the end of an array\n# insert() to add an element at a specific position in an array\nprint()\n\n# append\nprint('Append')\na.append(8)\nprint(a)\n\n# extend\nprint()\nprint('Extend')\na.extend([9,8,6,5,4])\nprint(a)\n\n# insert\nprint()\nprint('Insert')\na.insert(2,6) # first param is the index, second param is the value\nprint(a)\n\n# Removing elements from an array\n# pop() Remove an element and return it\n# remove() Remove element with a specific value without returning it\nprint()\nprint(a)\n\n# pop\nprint('pop')\nprint(a.pop()) # removes last element\nprint(a\nprint(a.pop(2))\nprint(a)\nprint(a.pop(-1))\nprint(a)\n\n# remove\nprint()\nprint('remove')\nprint(a.remove(8)) # doesn't return what it removes, it removed the first occurrence of '8'\nprint(a)\n\n# Array Concatenation\nprint()\nprint('Array Concatenation')\nb = arr.array('i', [1,2,3,4,5,6,7])\nc = arr.array('i', [3,4,2,1,3,5,6,7,8])\nd = arr.array('i')\nd = b + c\nprint(d)\n\n# Slicing an Array\nprint()\nprint('Slicing an Array') # This means fetching some particular values from an array\nprint(d)\nprint(d[0:5]) # Doesn't include the value on the right index\nprint(d[0:-2])\nprint(d[::-1]) # Reverse the array, this method is not preferred because it exauhsts the memory\n\n# Looping through an Array\nprint()\nprint('Looping through an Array')\nprint('Using for')\nfor x in d:\n print(x, end=' ')\nprint()\n\nfor x in d[0:-3]:\n print(x, end=' ')\nprint()\n\nprint('Using while')\ntemp = 0\nwhile temp < d[2]:\n print(d[temp], end = ' ')\n temp = temp + 1 # Can use temp+=1, it's the same thing\n\nprint()\nprint(a)\ntem = 0\nwhile tem < len(a):\n print(a[tem], end=' ')\n tem += 1\nprint()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 56\n \u2022 Unclosed '(' at line 47 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 47\n\n Fixes:\n \u2022 Add closing quote at line 56\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
9136160d5624a0c97151f5a92ef4449fe0be2b28
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ Module containing low score classifier for MPG Ranch NFC detectors. An instance of the `Classifier` class of this module assigns the `LowScore` classification to a clip if the clip has no `Classification` annotation and has a `DetectorScore` annotation whose value is less than a threshold. This classifier is intended for use on clips created by the the MPG Ranch Thrush Detector 1.0 and the MPG Ranch Tseep Detector 1.0. """ import logging from vesper.command.annotator import Annotator from vesper.django.app.models import AnnotationInfo, StringAnnotation _logger = logging.getLogger() _SCORE_THRESHOLDS = { # For 50 percent precision on validation recordings. 'MPG Ranch Thrush Detector 1.0 40': 70, 'MPG Ranch Tseep Detector 1.0 20': 41, # For 75 percent precision on validation recordings. # 'MPG Ranch Thrush Detector 1.0 40': 91, # 'MPG Ranch Tseep Detector 1.0 20': 63, } class Classifier(Annotator): extension_name = 'MPG Ranch NFC Detector Low Score Classifier 1.0' def __init__( self, annotation_info, creating_user=None, creating_job=None, creating_processor=None): super().__init__( annotation_info, creating_user, creating_job, creating_processor) self._score_annotation_info = _get_annotation_info('Detector Score') self._score_thresholds = _SCORE_THRESHOLDS def annotate(self, clip): annotated = False classification = self._get_annotation_value(clip) if classification is None: # clip is unclassified score = self._get_score(clip) if score is not None: # clip has a detector score threshold = self._get_score_threshold(clip) if threshold is not None and score < threshold: # detector score is below threshold self._annotate(clip, 'LowScore') annotated = True return annotated def _get_score(self, clip): try: annotation = StringAnnotation.objects.get( clip=clip, info=self._score_annotation_info) except StringAnnotation.DoesNotExist: return None else: return float(annotation.value) def _get_score_threshold(self, clip): detector = clip.creating_processor if detector is None:
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 1 • Block at line 90 has no body - expected indented block • IndentationError at line 90 Fix: Complete the function '_get_score_threshold' body and add missing return
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advanced
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database
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error_detection
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Pythoncode:Python
| 5
| 1
| 2,603
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nModule containing low score classifier for MPG Ranch NFC detectors.\n\nAn instance of the `Classifier` class of this module assigns the `LowScore`\nclassification to a clip if the clip has no `Classification` annotation and\nhas a `DetectorScore` annotation whose value is less than a threshold.\n\nThis classifier is intended for use on clips created by the the\nMPG Ranch Thrush Detector 1.0 and the MPG Ranch Tseep Detector 1.0.\n\"\"\"\n\n\nimport logging\n\nfrom vesper.command.annotator import Annotator\nfrom vesper.django.app.models import AnnotationInfo, StringAnnotation\n\n\n_logger = logging.getLogger()\n\n\n_SCORE_THRESHOLDS = {\n \n # For 50 percent precision on validation recordings.\n 'MPG Ranch Thrush Detector 1.0 40': 70,\n 'MPG Ranch Tseep Detector 1.0 20': 41,\n \n # For 75 percent precision on validation recordings.\n # 'MPG Ranch Thrush Detector 1.0 40': 91,\n # 'MPG Ranch Tseep Detector 1.0 20': 63,\n\n}\n\n\nclass Classifier(Annotator):\n \n \n extension_name = 'MPG Ranch NFC Detector Low Score Classifier 1.0'\n \n \n def __init__(\n self, annotation_info, creating_user=None, creating_job=None,\n creating_processor=None):\n \n super().__init__(\n annotation_info, creating_user, creating_job, creating_processor)\n \n self._score_annotation_info = _get_annotation_info('Detector Score')\n \n self._score_thresholds = _SCORE_THRESHOLDS\n \n \n def annotate(self, clip):\n \n annotated = False\n \n classification = self._get_annotation_value(clip)\n \n if classification is None:\n # clip is unclassified\n \n score = self._get_score(clip)\n \n if score is not None:\n # clip has a detector score\n \n threshold = self._get_score_threshold(clip)\n \n if threshold is not None and score < threshold:\n # detector score is below threshold\n \n self._annotate(clip, 'LowScore')\n annotated = True\n \n return annotated\n\n\n def _get_score(self, clip):\n try:\n annotation = StringAnnotation.objects.get(\n clip=clip, info=self._score_annotation_info)\n except StringAnnotation.DoesNotExist:\n return None\n else:\n return float(annotation.value)\n \n \n def _get_score_threshold(self, clip):\n detector = clip.creating_processor\n if detector is None:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Block at line 90 has no body - expected indented block\n \u2022 IndentationError at line 90\n\n Fix: Complete the function '_get_score_threshold' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
9136706832c51a492458e311e9d6b0efd4abea13
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from setuptools import setup, find_packages def find_version(path): import re # path shall be a plain ascii tetxt file s = open(path, 'rt').read() version_match = re.search(r"^__version__ = ['\"]([^'\"]*)['\"]", s, re.M) if version_match: return version_match.group(1) raise RuntimeError('Version not found') def get_requirements(filename): with open(filename, 'r') as fh: Error: IndentationError / Expected indented block
|
Fixed Code: from setuptools import setup, find_packages def find_version(path): import re # path shall be a plain ascii tetxt file s = open(path, 'rt').read() version_match = re.search(r"^__version__ = ['\"]([^'\"]*)['\"]", s, re.M) if version_match: return version_match.group(1) raise RuntimeError('Version not found') def get_requirements(filename): with open(filename, 'r') as fh: return [l.strip() for l in fh] def get_long_desc(filename): with open(filename, 'r') as fh: return fh.read() Explanation: Add body to With block or use 'pass' statement
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 3
| 0
| 411
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom setuptools import setup, find_packages\n\ndef find_version(path):\n import re\n\n # path shall be a plain ascii tetxt file\n s = open(path, 'rt').read()\n version_match = re.search(r\"^__version__ = ['\\\"]([^'\\\"]*)['\\\"]\", s, re.M)\n if version_match:\n return version_match.group(1)\n raise RuntimeError('Version not found')\n\ndef get_requirements(filename):\n with open(filename, 'r') as fh:\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom setuptools import setup, find_packages\n\ndef find_version(path):\n import re\n\n # path shall be a plain ascii tetxt file\n s = open(path, 'rt').read()\n version_match = re.search(r\"^__version__ = ['\\\"]([^'\\\"]*)['\\\"]\", s, re.M)\n if version_match:\n return version_match.group(1)\n raise RuntimeError('Version not found')\n\ndef get_requirements(filename):\n with open(filename, 'r') as fh:\n return [l.strip() for l in fh]\n\ndef get_long_desc(filename):\n with open(filename, 'r') as fh:\n return fh.read()\n\n Explanation: Add body to With block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
91374929866f2c29362313f46503faaf0a90ed51
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from .spp import * from .unified_foregro
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 2: from .unified_foregro Fix: Complete the truncated code structure
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 40
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom .spp import *\nfrom .unified_foregro"}, {"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 2: from .unified_foregro\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
913758ab43b30fce640a96f90c8472af68facfb1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: budget = float(input()) nights = int(input()) price_night = float(input()) percent_extra = int(input()) if nights > 7: price_night = price_night - (price_night * 0.05) sum = nights * price_night
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 209
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nbudget = float(input())\r\nnights = int(input())\r\nprice_night = float(input())\r\npercent_extra = int(input())\r\n\r\nif nights > 7:\r\n price_night = price_night - (price_night * 0.05)\r\n\r\nsum = nights * price_night"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
913761b87b7ebbbec82bddc1bdba8144eb580e3d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import sublime, sublime_plugin import threading class ProcessQueueManager(): __shared = {} items = [] thread = None # Current item details messages = None function = None callback = None # Progress Bar preferences i = 0 size = 8 add = 1 def __new__(cls, *args, **kwargs): inst = object.__new__(cls) inst.__dict__ = cls.__shared return inst def queue(self, unique_id, function, messages, callback): print(unique_id, function, messages, callback) self.items += [{"function": function, "messages": messages, "callback": callback}] if not self.thread or not self.thread.is_alive(): sublime.set_timeout(lambda: self.run(), 100) def run(self): # If thread available and running if self.thread and self.thread.is_alive(): # Recall run self.progress() sublime.set_timeout(lambda: self.run(), 100) # Stop if thread available, not running and no item is available elif self.thread and not self.thread.is_alive() and not self.items: sublime.status_message(self.messages[1]) # Callback sublime.set_timeout(self.callback, 0) # Reset progress details self.i = 0 self.callback = None self.function = None self.message = None # If no thread availale or not running elif not self.thread or not self.thread.is_alive(): # Check for callback of old item if self.callback: sublime.set_timeout(self.callback, 0) self.callback = None # Queue available if self.items: item = self.items.pop(0) self.callback = item["callback"] self.function = item["function"] self.messages = item["messages"] # Start thread for current item self.thread = HelperThread(self.function) self.thread.start() # Call run to start updating progress sublime.set_timeout(lambda: self.run(), 100) def progress(self): # Calculate items on the left size before = self.i % self.size after = self.size - (before + 1) # Print the actual progress sublime.status_message('%s [%s=%s]' % (self.messages[0], ' ' * before, ' ' * after)) # Invert increment if reached the end or start if not after: self.add = -1 elif not before: self.add = 1 self.i += self.add class HelperThread(threading.Thread): def __init__(self, function): self.function = function if isinstance(function, list) else [function] threading.Thread.__init__(self) def run(self): for function in self.function: function() def ProgressFunction(function, messages, callback): t = ThreadThread(function) t.start() Progress(t, messages[0], messages[1], callback)
|
Code analysis results: 🔴 Errors found: Block at line 5 has no indented body Block at line 34 has no indented body Block at line 56 has no indented body Block at line 77 has no indented body Block at line 95 has no indented body ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Add docstring to class 'ProcessQueueManager' Add docstring to class 'HelperThread' Add docstring to function 'progress'
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 7
| 2
| 2,573
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport sublime, sublime_plugin\n\nimport threading\n\nclass ProcessQueueManager():\n\n\t__shared = {}\n\n\titems = []\n\tthread = None\n\n\t# Current item details\n\tmessages = None\n\tfunction = None\n\tcallback = None\n\n\t# Progress Bar preferences\n\ti = 0\n\tsize = 8\n\tadd = 1\n\n\tdef __new__(cls, *args, **kwargs):\n\t\tinst = object.__new__(cls)\n\t\tinst.__dict__ = cls.__shared\n\t\treturn inst\n\n\tdef queue(self, unique_id, function, messages, callback):\n\t\tprint(unique_id, function, messages, callback)\n\t\tself.items += [{\"function\": function, \"messages\": messages, \"callback\": callback}]\n\n\t\tif not self.thread or not self.thread.is_alive():\n\t\t\tsublime.set_timeout(lambda: self.run(), 100)\n\n\tdef run(self):\n\n\t\t# If thread available and running\n\t\tif self.thread and self.thread.is_alive():\n\t\t\t\t# Recall run\n\t\t\t\tself.progress()\n\t\t\t\tsublime.set_timeout(lambda: self.run(), 100)\n\n\t\t# Stop if thread available, not running and no item is available\n\t\telif self.thread and not self.thread.is_alive() and not self.items:\n\t\t\t\tsublime.status_message(self.messages[1])\n\n\t\t\t\t# Callback\n\t\t\t\tsublime.set_timeout(self.callback, 0)\n\n\t\t\t\t# Reset progress details\n\t\t\t\tself.i = 0\n\t\t\t\tself.callback = None\n\t\t\t\tself.function = None\n\t\t\t\tself.message = None\n\n\t\t# If no thread availale or not running\n\t\telif not self.thread or not self.thread.is_alive():\n\n\t\t\t# Check for callback of old item\n\t\t\tif self.callback:\n\t\t\t\tsublime.set_timeout(self.callback, 0)\n\t\t\t\tself.callback = None\n\n\t\t\t# Queue available\n\t\t\tif self.items:\n\t\t\t\titem = self.items.pop(0)\n\t\t\t\tself.callback = item[\"callback\"]\n\t\t\t\tself.function = item[\"function\"]\n\t\t\t\tself.messages = item[\"messages\"]\n\n\t\t\t\t# Start thread for current item\n\t\t\t\tself.thread = HelperThread(self.function)\n\t\t\t\tself.thread.start()\n\n\t\t\t\t# Call run to start updating progress\n\t\t\t\tsublime.set_timeout(lambda: self.run(), 100)\n\n\tdef progress(self):\n\n\t\t# Calculate items on the left size\n\t\tbefore = self.i % self.size\n\t\tafter = self.size - (before + 1)\n\n\t\t# Print the actual progress\n\t\tsublime.status_message('%s [%s=%s]' % (self.messages[0], ' ' * before, ' ' * after))\n\n\t\t# Invert increment if reached the end or start\n\t\tif not after:\n\t\t\tself.add = -1\n\t\telif not before:\n\t\t\tself.add = 1\n\n\t\tself.i += self.add\n\n\nclass HelperThread(threading.Thread):\n\n\tdef __init__(self, function):\n\t\tself.function = function if isinstance(function, list) else [function]\n\t\tthreading.Thread.__init__(self)\n\n\tdef run(self):\n\t\tfor function in self.function:\n\t\t\tfunction()\n\n\ndef ProgressFunction(function, messages, callback):\n\tt = ThreadThread(function)\n\tt.start()\n\tProgress(t, messages[0], messages[1], callback)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 5 has no indented body\n Block at line 34 has no indented body\n Block at line 56 has no indented body\n Block at line 77 has no indented body\n Block at line 95 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'ProcessQueueManager'\n Add docstring to class 'HelperThread'\n Add docstring to function 'progress'"}]
| false
| null | null | null |
91381ad1149218813852e6f68213b5362dda4a67
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import html import json import logging import re from abc import abstractmethod from datetime import datetime, time from typing import Optional import requests from moscow_routes_parser.model import Route, Timetable, Equipment, Timetable_builder from moscow_routes_parser.model_impl import Timetable_builder_t_mos_ru class parser_timetable: """"Interface for parser""" @abstractmethod def parse(self, text: str) -> Timetable_builder: pass class parser_timetable_t_mos_ru(parser_timetable): """"Parser for timetable from t.mos.ru i Error: SyntaxError / EOF
|
Fixed Code: import html import json import logging import re from abc import abstractmethod from datetime import datetime, time from typing import Optional import requests from moscow_routes_parser.model import Route, Timetable, Equipment, Timetable_builder from moscow_routes_parser.model_impl import Timetable_builder_t_mos_ru class parser_timetable: """"Interface for parser""" @abstractmethod def parse(self, text: str) -> Timetable_builder: pass Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 2
| 561
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport html\nimport json\nimport logging\nimport re\nfrom abc import abstractmethod\nfrom datetime import datetime, time\nfrom typing import Optional\n\nimport requests\n\nfrom moscow_routes_parser.model import Route, Timetable, Equipment, Timetable_builder\nfrom moscow_routes_parser.model_impl import Timetable_builder_t_mos_ru\n\n\nclass parser_timetable:\n \"\"\"\"Interface for parser\"\"\"\n\n @abstractmethod\n def parse(self, text: str) -> Timetable_builder:\n pass\n\n\nclass parser_timetable_t_mos_ru(parser_timetable):\n \"\"\"\"Parser for timetable from t.mos.ru i\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport html\nimport json\nimport logging\nimport re\nfrom abc import abstractmethod\nfrom datetime import datetime, time\nfrom typing import Optional\n\nimport requests\n\nfrom moscow_routes_parser.model import Route, Timetable, Equipment, Timetable_builder\nfrom moscow_routes_parser.model_impl import Timetable_builder_t_mos_ru\n\n\nclass parser_timetable:\n \"\"\"\"Interface for parser\"\"\"\n\n @abstractmethod\n def parse(self, text: str) -> Timetable_builder:\n pass\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91382da4e9ec5e3e22d31caf7faabb09a28c2093
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from web.api import BaseAPI from utils import mongo import json class DataApi(BaseAPI): def __init__(self): BaseAPI.__init__(self) self._db = mongo.MongoInterface() self.query = {} self.fields = { "donation_count": "$influences.electoral_commission.donation_count", "donor_count": '$influences.electoral_commission.donor_count', "donation_total_int": "$influences.electoral_commission.donation_total_int", "mp_interest_relationships": "$influences.register_of_interests.relationship_count", "lord_interest_relationships": "$influences.register_of_interests.interest_relationships", "remuneration_count": "$influences.register_of_interests.remuneration_count", "remuneration_total_int": "$influences.register_of_interests.remuneration_total_int", "lobbyists_hired": "$influences.lobby_registers.lobbyist_hired" } def request(self, **args): node_type = args.get("type") category = args.get("category") field = args.get("field") summary = { "influencers": self._influencers_aggregate(category, field), #"lobby_agencies": self._influencers_aggregate(),
|
Syntax Analysis: Syntax Errors Found: • Unclosed '{' at line 26 - expected '}' • SyntaxError: '{' was never closed at line 26 Fixes: • Add closing '}' bracket • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 1,261
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom web.api import BaseAPI\nfrom utils import mongo\nimport json\n\n\nclass DataApi(BaseAPI):\n def __init__(self):\n BaseAPI.__init__(self)\n self._db = mongo.MongoInterface()\n self.query = {}\n self.fields = {\n \"donation_count\": \"$influences.electoral_commission.donation_count\",\n \"donor_count\": '$influences.electoral_commission.donor_count',\n \"donation_total_int\": \"$influences.electoral_commission.donation_total_int\",\n \"mp_interest_relationships\": \"$influences.register_of_interests.relationship_count\",\n \"lord_interest_relationships\": \"$influences.register_of_interests.interest_relationships\",\n \"remuneration_count\": \"$influences.register_of_interests.remuneration_count\",\n \"remuneration_total_int\": \"$influences.register_of_interests.remuneration_total_int\",\n \"lobbyists_hired\": \"$influences.lobby_registers.lobbyist_hired\"\n }\n\n def request(self, **args):\n node_type = args.get(\"type\")\n category = args.get(\"category\")\n field = args.get(\"field\")\n summary = {\n \"influencers\": self._influencers_aggregate(category, field),\n #\"lobby_agencies\": self._influencers_aggregate(),"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '{' at line 26 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 26\n\n Fixes:\n \u2022 Add closing '}' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
913b82f09ffffabfd9cdacbe8830d13b360f655c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. import collections import inspect import os import re import netaddr from neutron_lib.api.definitions import external_net from neutron_lib.api.definitions import extra_dhcp_opt as edo_ext from neutron_lib.api.definitions import l3 from neutron_lib.api.definitions import port_security as psec from neutron_lib.api.definitions import portbindings from neutron_lib.api import validators from neutron_lib import constants as const from neutron_lib import context as n_context from neutron_lib import exceptions as n_exc from neutron_lib.plugins import directory from neutron_lib.utils import net as n_utils from oslo_config import cfg from oslo_log import log from oslo_serialization import jsonutils from oslo_utils import netutils from oslo_utils import strutils from ovsdbapp import constants as ovsdbapp_const from neutron._i18n import _ from neutron.common.ovn import constants from neutron.common.ovn import exceptions as ovn_exc from neutron.db import models_v2 from neutron.objects import ports as ports_obj def ovn_name(id): # The name of the OVN entry will be neutron-<UUID> # This is due to the fact that the OVN application checks if the name # is a UUID. If so then there will be no matches. # We prefix the UUID to enable us to use the Neutron UUID when # updating, deleting etc. return "%s%s" % (constants.OVN_NAME_PREFIX, id) def ovn_lrouter_port_name(id): # The name of the OVN lrouter port entry will be lrp-<UUID> # This is to distinguish with the name of the connected lswitch patch port, # which is named with neutron port uuid, so that OVS patch ports are # generated properly. The pairing patch port names will be: # - patch-lrp-<UUID>-to-<UUID> # - patch-<UUID>-to-lrp-<UUID> # lrp stands for Logical Router Port return constants.LRP_PREFIX + '%s' % id def ovn_cr_lrouter_port_name(_id): # The name of the OVN chassisredirect lrouter port entry will be # cr-lrp-<UUID> return 'cr-lrp-%s' % _id def ovn_provnet_port_name(network_id: # The name of OVN lswitch provider network port entry will be # provnet-<Network-UUID>. The port is created for network having # provider:physical_network attribute. return constants.OVN_PROVNET_PORT_NAME_PREFIX + '%s' % network_id ... [47 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 69 - expected ')' • SyntaxError: '(' was never closed at line 69 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 4
| 0
| 2,905
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nimport collections\nimport inspect\nimport os\nimport re\n\nimport netaddr\nfrom neutron_lib.api.definitions import external_net\nfrom neutron_lib.api.definitions import extra_dhcp_opt as edo_ext\nfrom neutron_lib.api.definitions import l3\nfrom neutron_lib.api.definitions import port_security as psec\nfrom neutron_lib.api.definitions import portbindings\nfrom neutron_lib.api import validators\nfrom neutron_lib import constants as const\nfrom neutron_lib import context as n_context\nfrom neutron_lib import exceptions as n_exc\nfrom neutron_lib.plugins import directory\nfrom neutron_lib.utils import net as n_utils\nfrom oslo_config import cfg\nfrom oslo_log import log\nfrom oslo_serialization import jsonutils\nfrom oslo_utils import netutils\nfrom oslo_utils import strutils\nfrom ovsdbapp import constants as ovsdbapp_const\n\nfrom neutron._i18n import _\nfrom neutron.common.ovn import constants\nfrom neutron.common.ovn import exceptions as ovn_exc\nfrom neutron.db import models_v2\nfrom neutron.objects import ports as ports_obj\n\ndef ovn_name(id):\n # The name of the OVN entry will be neutron-<UUID>\n # This is due to the fact that the OVN application checks if the name\n # is a UUID. If so then there will be no matches.\n # We prefix the UUID to enable us to use the Neutron UUID when\n # updating, deleting etc.\n return \"%s%s\" % (constants.OVN_NAME_PREFIX, id)\n\n\ndef ovn_lrouter_port_name(id):\n # The name of the OVN lrouter port entry will be lrp-<UUID>\n # This is to distinguish with the name of the connected lswitch patch port,\n # which is named with neutron port uuid, so that OVS patch ports are\n # generated properly. The pairing patch port names will be:\n # - patch-lrp-<UUID>-to-<UUID>\n # - patch-<UUID>-to-lrp-<UUID>\n # lrp stands for Logical Router Port\n return constants.LRP_PREFIX + '%s' % id\n\n\ndef ovn_cr_lrouter_port_name(_id):\n # The name of the OVN chassisredirect lrouter port entry will be\n # cr-lrp-<UUID>\n return 'cr-lrp-%s' % _id\n\n\ndef ovn_provnet_port_name(network_id:\n # The name of OVN lswitch provider network port entry will be\n # provnet-<Network-UUID>. The port is created for network having\n # provider:physical_network attribute.\n return constants.OVN_PROVNET_PORT_NAME_PREFIX + '%s' % network_id\n\n\n\n ... [47 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 69 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 69\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
913c3c69be248515aa6faa8629c29e1819e26c9e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import idna class AddressMismatch(ValueError): ''' In order to set up reverse resolution correctly, the ENS name should first point to the address. This exception is raised if the name does not currently point to the address. ''' pass class InvalidName(idna.IDNAError): ''' This exception is raised if the provided name does not meet the syntax standards specified in `EIP 137 name syntax <https://github.com/ethereum/EIPs/blob/master/EIPS/eip-137.md#name-syntax>`_. For example: names may not start with a dot, or include a space. ''' pass class UnauthorizedError(Exception): ''' Raised if the sending account is not the owner of the name you are trying to modify. Make sure to set ``from`` in the ``transact`` keyword argument to the owner of the name. ''' pass class UnownedName(Exception): ''' Raised if you are trying to modify a name that no one owns. If working on a subdomain, make sure the subdomain gets created first with :meth:`~ens.main.ENS.setup_address`. ''' pass class BidTooLow(ValueError): '''
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 5 • SyntaxError: unterminated triple-quoted string literal (detected at line 44) at line 44 Fix: Close the string literal with matching quote
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 9
| 1,127
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport idna\n\n\nclass AddressMismatch(ValueError):\n '''\n In order to set up reverse resolution correctly, the ENS name should first\n point to the address. This exception is raised if the name does\n not currently point to the address.\n '''\n pass\n\n\nclass InvalidName(idna.IDNAError):\n '''\n This exception is raised if the provided name does not meet\n the syntax standards specified in `EIP 137 name syntax\n <https://github.com/ethereum/EIPs/blob/master/EIPS/eip-137.md#name-syntax>`_.\n\n For example: names may not start with a dot, or include a space.\n '''\n pass\n\n\nclass UnauthorizedError(Exception):\n '''\n Raised if the sending account is not the owner of the name\n you are trying to modify. Make sure to set ``from`` in the\n ``transact`` keyword argument to the owner of the name.\n '''\n pass\n\n\nclass UnownedName(Exception):\n '''\n Raised if you are trying to modify a name that no one owns.\n\n If working on a subdomain, make sure the subdomain gets created\n first with :meth:`~ens.main.ENS.setup_address`.\n '''\n pass\n\n\nclass BidTooLow(ValueError):\n '''"}, {"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 5\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 44) at line 44\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
913c83f4f9cee2569debbb5a5301094fbb4ed18e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import mido from socketer import MASM inPort = None doReadInput = False def Start(): global inPort try: print(f"MIDI inputs: {mido.get_input_names()}") inPort = mido.open_input() print(f"MIDI input open: {inPort}") except Exception as e: inPort = None print(f"Could not open MIDI input: {e}") def Update(): global inPort global doReadInput if inPort is not None: if doReadInput and MASM.hasDataBool("MIDI_STOP"): doReadInput = False elif not doReadInput and MASM.hasDataBool("MIDI_START"): doReadInput = True for msg in inPort.iter_pending(): if MASM.hasDataCheck("MIDI_KEYMAPKEY"): bytes = msg.bytes() if len(bytes) >= 3: MASM.hasDataBool("MIDI_KEYMAPKEY") MASM.sendData("MIDI_KEY", bytes[1]) elif doReadInput: # We want to clear old pending messages but not send them if input is disabled bytes = msg.bytes() if len(bytes) >= 3: if bytes[0] == 144 and bytes[2] > 0: MASM.sendData(f"MIDI_NOTE.{bytes[1]}", bytes[2]) elif bytes[0] == 128 or bytes[2] == 0: MASM.sendData(f"MIDI_NOTE.{bytes[1]}", 0)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Remove debug print() at line 10 before production Remove debug print() at line 12 before production Remove debug print() at line 15 before production
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intermediate
|
data_processing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,082
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport mido\nfrom socketer import MASM\n\ninPort = None\ndoReadInput = False\n\ndef Start():\n\tglobal inPort\n\ttry:\n\t\tprint(f\"MIDI inputs: {mido.get_input_names()}\")\n\t\tinPort = mido.open_input()\n\t\tprint(f\"MIDI input open: {inPort}\")\n\texcept Exception as e:\n\t\tinPort = None\n\t\tprint(f\"Could not open MIDI input: {e}\")\n\ndef Update():\n\tglobal inPort\n\tglobal doReadInput\n\tif inPort is not None:\n\t\tif doReadInput and MASM.hasDataBool(\"MIDI_STOP\"):\n\t\t\tdoReadInput = False\n\t\telif not doReadInput and MASM.hasDataBool(\"MIDI_START\"):\n\t\t\tdoReadInput = True\n\t\tfor msg in inPort.iter_pending():\n\t\t\tif MASM.hasDataCheck(\"MIDI_KEYMAPKEY\"):\n\t\t\t\tbytes = msg.bytes()\n\t\t\t\tif len(bytes) >= 3:\n\t\t\t\t\tMASM.hasDataBool(\"MIDI_KEYMAPKEY\")\n\t\t\t\t\tMASM.sendData(\"MIDI_KEY\", bytes[1])\n\t\t\telif doReadInput: # We want to clear old pending messages but not send them if input is disabled\n\t\t\t\tbytes = msg.bytes()\n\t\t\t\tif len(bytes) >= 3:\n\t\t\t\t\tif bytes[0] == 144 and bytes[2] > 0:\n\t\t\t\t\t\tMASM.sendData(f\"MIDI_NOTE.{bytes[1]}\", bytes[2])\n\t\t\t\t\telif bytes[0] == 128 or bytes[2] == 0:\n\t\t\t\t\t\tMASM.sendData(f\"MIDI_NOTE.{bytes[1]}\", 0)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 10 before production\n Remove debug print() at line 12 before production\n Remove debug print() at line 15 before production"}]
| false
| null | null | null |
913ca9c4582e3db5d9a5c8dc80fedece649fbdb9
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # AUTO GENERATED FILE - DO NOT EDIT from dash.development.base_component import Component, _explicitize_args class Column(Component): """A Column component. Row Column Keyword arguments: - children (list of a list of or a singular dash component, string or numbers | a list of or a singular dash component, string or number; optional): The children of the element - style (dict; optional): The inline styles - id (string; optional): The ID of this component, used to identify dash components in callbacks. The ID needs to be unique across all of the components in an app. - className (string; default ''): The class of the element - columnSizes (list of strings; optional): The size of the column with the display size, sm-4, lg-16 ... - offsetSizes (list of strings; optional): The size of the offset with the display size, lg-2 ...""" @_explicitize_args def __init__(self, children=None, style=Component.UNDEFINED, id=Component.UNDEFINED, className=Component.UNDEFINED, columnSizes=Component.UNDEFINED, offsetSizes=Component.UNDEFINED, **kwargs): self._prop_names = ['children', 'style', 'id', 'className', 'columnSizes', 'offsetSizes'] self._type = 'Column' self._namespace = 'dash_carbon_components' self._valid_wildcard_attributes = [] self.available_properties = ['children', 'style', 'id', 'className', 'columnSizes', 'offsetSizes'] self.available_wildcard_properties = [] _explicit_args = kwargs.pop('_explicit_args') _locals = locals() _locals.update(kwargs) # For wildcard attrs args = {k: _locals[k] for k in _explicit_args if k != 'children'} for k in []: if k not in args: raise TypeError( 'Required argument `' + k + '` was not specified.') super(Column, self).__init__(children=children, **args)
|
Functions: __init__ Classes: Column This code demonstrates Pythoncode:Python programming.
|
advanced
|
ui
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 1,896
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# AUTO GENERATED FILE - DO NOT EDIT\n\nfrom dash.development.base_component import Component, _explicitize_args\n\n\nclass Column(Component):\n \"\"\"A Column component.\nRow Column\n\nKeyword arguments:\n- children (list of a list of or a singular dash component, string or numbers | a list of or a singular dash component, string or number; optional): The children of the element\n- style (dict; optional): The inline styles\n- id (string; optional): The ID of this component, used to identify dash components\nin callbacks. The ID needs to be unique across all of the\ncomponents in an app.\n- className (string; default ''): The class of the element\n- columnSizes (list of strings; optional): The size of the column with the display size, sm-4, lg-16 ...\n- offsetSizes (list of strings; optional): The size of the offset with the display size, lg-2 ...\"\"\"\n @_explicitize_args\n def __init__(self, children=None, style=Component.UNDEFINED, id=Component.UNDEFINED, className=Component.UNDEFINED, columnSizes=Component.UNDEFINED, offsetSizes=Component.UNDEFINED, **kwargs):\n self._prop_names = ['children', 'style', 'id', 'className', 'columnSizes', 'offsetSizes']\n self._type = 'Column'\n self._namespace = 'dash_carbon_components'\n self._valid_wildcard_attributes = []\n self.available_properties = ['children', 'style', 'id', 'className', 'columnSizes', 'offsetSizes']\n self.available_wildcard_properties = []\n\n _explicit_args = kwargs.pop('_explicit_args')\n _locals = locals()\n _locals.update(kwargs) # For wildcard attrs\n args = {k: _locals[k] for k in _explicit_args if k != 'children'}\n\n for k in []:\n if k not in args:\n raise TypeError(\n 'Required argument `' + k + '` was not specified.')\n super(Column, self).__init__(children=children, **args)"}, {"role": "assistant", "content": " Functions: __init__\n Classes: Column\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
913cf201ceaa3cdf5791ad85165d65f001d7078a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from typing import List from typing import Optional from typing import Union from models.vps import VpsStatus from schemas.base import APIModel from schemas.base import BasePagination from schemas.base import BaseSchema from schemas.base import BaseSuccessfulResponseModel class VpsSshKeySchema(APIModel): name: str public_key: str = None private_key: str = None isp_id: int ssh_key_id: Optional[str] date_created: Optional[str] fingerprint: Optional[str] class VpsSpecPlanSchema(APIModel): name: str plan_code: Union[str, int] region_codes: List = None bandwidth: float ram: int vcpu: int disk: int price_monthly: Union[float, int, str] = None price_hourly: Union[float, int, str] = None price_yearly: Union[float, int, str] = None class VpsSpecRegionSchema(APIModel): name: str region_code: Union[str, int] features: List[str] = None plan_codes: List[Union[str, int]] = [] class VpsSpecOsSchema(APIModel): name: str os_code: Union[str, int] region_codes: List[Union[str, int]] = [] plan_codes: List[Union[str, int]] = [] class VpsSpecSchema(APIModel): region: List[VpsSpecRegionSchema] = [] plan: List[VpsSpecPlanSchema] = [] os: List[VpsSpecOsSchema] = [] class VpsSpecResponse(BaseSuccessfulResponseModel): result: VpsSpecSchema class VpsCreateSchema(APIModel): hostname: str isp_id: int region_code: str os_code: str plan_code: str ssh_keys: List[str] = [] status: int = VpsStatus.init remark: str = None class VpsItemSchema(BaseSchema): isp_id: int ip: Union[int, str, None] server_id: Optional[str] hostname: str os: Optional[str] plan: Optional[str] region: Optional[str] status: int status_name: str status_msg: Optional[str] isp_provider_name: str class VpsItemResponse(BaseSuccessfulResponseModel): result: VpsItemSchema class VpsPaginationSchema(BasePagination): items: Optional[List[VpsItemSchema]] class VpsPaginationResponse(BaseSuccessfulResponseModel): result: VpsPaginationSchema class VpsSshKeyResponseSchema(BaseSuccessfulResponseModel): result: List[VpsSshKeySchema]
|
Syntax Analysis: Fixes: • Add docstring to class 'VpsSshKeySchema' • Add docstring to class 'VpsSpecPlanSchema' • Add docstring to class 'VpsSpecRegionSchema'
|
advanced
|
api
|
syntax_repair
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Pythoncode:Python
| 0
| 12
| 2,221
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom typing import List\nfrom typing import Optional\nfrom typing import Union\n\nfrom models.vps import VpsStatus\nfrom schemas.base import APIModel\nfrom schemas.base import BasePagination\nfrom schemas.base import BaseSchema\nfrom schemas.base import BaseSuccessfulResponseModel\n\n\nclass VpsSshKeySchema(APIModel):\n name: str\n public_key: str = None\n private_key: str = None\n isp_id: int\n ssh_key_id: Optional[str]\n date_created: Optional[str]\n fingerprint: Optional[str]\n\n\nclass VpsSpecPlanSchema(APIModel):\n name: str\n plan_code: Union[str, int]\n region_codes: List = None\n bandwidth: float\n ram: int\n vcpu: int\n disk: int\n price_monthly: Union[float, int, str] = None\n price_hourly: Union[float, int, str] = None\n price_yearly: Union[float, int, str] = None\n\n\nclass VpsSpecRegionSchema(APIModel):\n name: str\n region_code: Union[str, int]\n features: List[str] = None\n plan_codes: List[Union[str, int]] = []\n\n\nclass VpsSpecOsSchema(APIModel):\n name: str\n os_code: Union[str, int]\n region_codes: List[Union[str, int]] = []\n plan_codes: List[Union[str, int]] = []\n\n\nclass VpsSpecSchema(APIModel):\n region: List[VpsSpecRegionSchema] = []\n plan: List[VpsSpecPlanSchema] = []\n os: List[VpsSpecOsSchema] = []\n\n\nclass VpsSpecResponse(BaseSuccessfulResponseModel):\n result: VpsSpecSchema\n\n\nclass VpsCreateSchema(APIModel):\n hostname: str\n isp_id: int\n region_code: str\n os_code: str\n plan_code: str\n ssh_keys: List[str] = []\n status: int = VpsStatus.init\n remark: str = None\n\n\nclass VpsItemSchema(BaseSchema):\n isp_id: int\n ip: Union[int, str, None]\n server_id: Optional[str]\n hostname: str\n os: Optional[str]\n plan: Optional[str]\n region: Optional[str]\n status: int\n status_name: str\n status_msg: Optional[str]\n isp_provider_name: str\n\n\nclass VpsItemResponse(BaseSuccessfulResponseModel):\n result: VpsItemSchema\n\n\nclass VpsPaginationSchema(BasePagination):\n items: Optional[List[VpsItemSchema]]\n\n\nclass VpsPaginationResponse(BaseSuccessfulResponseModel):\n result: VpsPaginationSchema\n\n\nclass VpsSshKeyResponseSchema(BaseSuccessfulResponseModel):\n result: List[VpsSshKeySchema]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'VpsSshKeySchema'\n \u2022 Add docstring to class 'VpsSpecPlanSchema'\n \u2022 Add docstring to class 'VpsSpecRegionSchema'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
913e527c83f21ed4118adbad50f5935916d3a9fa
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import sigplot as sp import matplotlib import matplotlib.pyplot as plt import numpy as np matplotlib.rcParams['toolbar'] = 'None' plt.style.use('dark_background') fig = plt.figure() # seed = np.linspace(3, 7, 1000) # a = (np.sin(2 * np.pi * seed)) # b = (np.cos(2 * np.pi * seed)) # sp.correlate(fig, b, a, 300) t = np.linspace(0, 1, 500) b = (np.cos(2 * np.pi * t)) # x = np.concatenate([np.zeros(500), signal.sawtooth(2 * np.pi * 5 * t), np.zeros(500), np.ones(120), np.zeros(500)]) x = np.concatenate([np.zeros(500), np.ones(500), np.zeros(500)]) sp.fourier_series(fig, x, 100, 200, 200) plt.show() # WriteToVideo("twoPulse.mp4", anim);
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 16
|
intermediate
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 672
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport sigplot as sp\r\nimport matplotlib\r\nimport matplotlib.pyplot as plt\r\nimport numpy as np\r\n\r\n\r\nmatplotlib.rcParams['toolbar'] = 'None'\r\nplt.style.use('dark_background')\r\n\r\nfig = plt.figure()\r\n\r\n# seed = np.linspace(3, 7, 1000)\r\n# a = (np.sin(2 * np.pi * seed))\r\n# b = (np.cos(2 * np.pi * seed))\r\n# sp.correlate(fig, b, a, 300)\r\n\r\nt = np.linspace(0, 1, 500)\r\nb = (np.cos(2 * np.pi * t))\r\n# x = np.concatenate([np.zeros(500), signal.sawtooth(2 * np.pi * 5 * t), np.zeros(500), np.ones(120), np.zeros(500)])\r\nx = np.concatenate([np.zeros(500), np.ones(500), np.zeros(500)])\r\nsp.fourier_series(fig, x, 100, 200, 200)\r\n\r\nplt.show()\r\n\r\n# WriteToVideo(\"twoPulse.mp4\", anim);"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 16"}]
| false
| null | null | null |
913effe79b3a41e71c6774354a20673cc5bf2cf7
|
TheStack--python--000.parquet
|
Explain 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. # -------------------------------------------------------------------------- import datetime import functools from typing import Any, Callable, Dict, Generic, List, Optional, TypeVar import warnings from azure.core.exceptions import ( def build_paths_get_boolean_true_request(**kwargs: Any) -> HttpRequest: bool_path = kwargs.pop("bool_path", True) # type: bool accept = "application/json" # Construct URL url = "/paths/bool/true/{boolPath}" path_format_arguments = { "boolPath": _SERIALIZER.url("bool_path", bool_path, "bool"), } url = _format_url_section(url, **path_format_arguments) # Construct headers header_parameters = kwargs.pop("headers", {}) # type: Dict[str, Any] header_parameters["Accept"] = _SERIALIZER.header("accept", accept, "str") return HttpRequest(method="GET", url=url, headers=header_parameters, **kwargs) def build_paths_get_boolean_false_request(**kwargs: Any) -> HttpRequest: bool_path = kwargs.pop("bool_path", False) # type: bool accept = "application/json" # Construct URL url = "/paths/bool/false/{boolPath}" path_format_arguments = { "boolPath": _SERIALIZER.url("bool_path", bool_path, "bool"), } url = _format_url_section(url, **path_format_arguments) # Construct headers header_parameters = kwargs.pop("headers", {}) # type: Dict[str, Any] header_parameters["Accept"] = _SERIALIZER.header("accept", accept, "str") return HttpRequest(method="GET", url=url, headers=header_parameters, **kwargs) def build_paths_get_int_one_million_request(**kwargs: Any) -> HttpRequest: int_path = kwargs.pop("int_path", 1000000) # type: int accept = "application/json" # Construct URL url = "/paths/int/1000000/{intPath}" path_format_arguments = { "intPath": _SERIALIZER.url("int_path", int_path, "int"), } url = _format_url_section(url, **path_format_arguments) # Construct headers header_parameters = kwargs.pop("headers", {}) # type: Dict[str, Any] header_parameters["Accept"] = _SERIALIZER.header("accept", accept, "str") return HttpRequest(method="GET", url=url, headers=header_parameters, **kwargs) ... [135 more functiondefs truncated] ...
|
Functions: build_paths_get_boolean_true_request, build_paths_get_boolean_false_request, build_paths_get_int_one_million_request This code demonstrates Pythoncode:Python programming.
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intermediate
|
api
|
code_explanation
|
Pythoncode:Python
| 3
| 0
| 2,640
| true
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[{"role": "user", "content": "Explain 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 license information.\n# Code generated by Microsoft (R) AutoRest Code Generator.\n# Changes may cause incorrect behavior and will be lost if the code is regenerated.\n# --------------------------------------------------------------------------\nimport datetime\nimport functools\nfrom typing import Any, Callable, Dict, Generic, List, Optional, TypeVar\nimport warnings\n\nfrom azure.core.exceptions import (\ndef build_paths_get_boolean_true_request(**kwargs: Any) -> HttpRequest:\n bool_path = kwargs.pop(\"bool_path\", True) # type: bool\n\n accept = \"application/json\"\n # Construct URL\n url = \"/paths/bool/true/{boolPath}\"\n path_format_arguments = {\n \"boolPath\": _SERIALIZER.url(\"bool_path\", bool_path, \"bool\"),\n }\n\n url = _format_url_section(url, **path_format_arguments)\n\n # Construct headers\n header_parameters = kwargs.pop(\"headers\", {}) # type: Dict[str, Any]\n header_parameters[\"Accept\"] = _SERIALIZER.header(\"accept\", accept, \"str\")\n\n return HttpRequest(method=\"GET\", url=url, headers=header_parameters, **kwargs)\n\n\ndef build_paths_get_boolean_false_request(**kwargs: Any) -> HttpRequest:\n bool_path = kwargs.pop(\"bool_path\", False) # type: bool\n\n accept = \"application/json\"\n # Construct URL\n url = \"/paths/bool/false/{boolPath}\"\n path_format_arguments = {\n \"boolPath\": _SERIALIZER.url(\"bool_path\", bool_path, \"bool\"),\n }\n\n url = _format_url_section(url, **path_format_arguments)\n\n # Construct headers\n header_parameters = kwargs.pop(\"headers\", {}) # type: Dict[str, Any]\n header_parameters[\"Accept\"] = _SERIALIZER.header(\"accept\", accept, \"str\")\n\n return HttpRequest(method=\"GET\", url=url, headers=header_parameters, **kwargs)\n\n\ndef build_paths_get_int_one_million_request(**kwargs: Any) -> HttpRequest:\n int_path = kwargs.pop(\"int_path\", 1000000) # type: int\n\n accept = \"application/json\"\n # Construct URL\n url = \"/paths/int/1000000/{intPath}\"\n path_format_arguments = {\n \"intPath\": _SERIALIZER.url(\"int_path\", int_path, \"int\"),\n }\n\n url = _format_url_section(url, **path_format_arguments)\n\n # Construct headers\n header_parameters = kwargs.pop(\"headers\", {}) # type: Dict[str, Any]\n header_parameters[\"Accept\"] = _SERIALIZER.header(\"accept\", accept, \"str\")\n\n return HttpRequest(method=\"GET\", url=url, headers=header_parameters, **kwargs)\n\n\n\n ... [135 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: build_paths_get_boolean_true_request, build_paths_get_boolean_false_request, build_paths_get_int_one_million_request\n This code demonstrates Pythoncode:Python programming."}]
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913f16898807024d65f74b71e35760e3bc3c6dbb
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import logging import re from pathlib import Path from typing import Match logger = logging.getLogger(__name__) IMAGE_RE = re.compile( r"/baseplate-py:(?P<version>[0-9.]+(\.[0-9]+)?)-py(?P<python>[23]\.[0-9]+)-(?P<distro>(bionic|buster))(?P<repo>-artifactory)?(?P<dev>-dev)?" ) def upgrade_docker_image_references_in_file(target_series: str, filepath: Path) -> None: major, minor = target_series.split(".") if major == "0": image_series = f"{major}.{minor}" else: image_series = f"{major}" force_distro = None # Complete this line force_repo = None if major == "2": force_distro = "buster" force_dev = True force_repo = "" def replace_docker_image_reference(m: Match[str]) -> str: distro = force_distro or m["distro"] repo = force_repo if force_repo is not None else m["repo"] dev = "-dev" if force_dev else m["dev"] return f"/baseplate-py:{image_series}-py{m['python']}-{distro}{repo or ''}{dev or ''}" file_content = filepath.read_text() changed = IMAGE_RE.sub(replace_docker_image_reference, file_content, re.MULTILINE) if file_content == changed: return with filepath.open("w") as f: logger.info("Updated Docker image references in %s", filepath) f.write(changed) def upgrade_docker_image_references(target_series: str, root: Path) -> None: for dockerfile in root.glob("**/Dockerfile*"): upgrade_docker_image_references_in_file(target_series, dockerfile) dronefile = root / ".drone.yml" if dronefile.exists(): upgrade_docker_image_references_in_file(target_series, dronefile)
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The missing line is: force_dev = False
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intermediate
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machine_learning
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fill_in_the_blank
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Pythoncode:Python
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport logging\nimport re\n\nfrom pathlib import Path\nfrom typing import Match\n\n\nlogger = logging.getLogger(__name__)\n\n\nIMAGE_RE = re.compile(\n r\"/baseplate-py:(?P<version>[0-9.]+(\\.[0-9]+)?)-py(?P<python>[23]\\.[0-9]+)-(?P<distro>(bionic|buster))(?P<repo>-artifactory)?(?P<dev>-dev)?\"\n)\n\n\ndef upgrade_docker_image_references_in_file(target_series: str, filepath: Path) -> None:\n major, minor = target_series.split(\".\")\n if major == \"0\":\n image_series = f\"{major}.{minor}\"\n else:\n image_series = f\"{major}\"\n\n force_distro = None\n # Complete this line\n force_repo = None\n if major == \"2\":\n force_distro = \"buster\"\n force_dev = True\n force_repo = \"\"\n\n def replace_docker_image_reference(m: Match[str]) -> str:\n distro = force_distro or m[\"distro\"]\n repo = force_repo if force_repo is not None else m[\"repo\"]\n dev = \"-dev\" if force_dev else m[\"dev\"]\n return f\"/baseplate-py:{image_series}-py{m['python']}-{distro}{repo or ''}{dev or ''}\"\n\n file_content = filepath.read_text()\n changed = IMAGE_RE.sub(replace_docker_image_reference, file_content, re.MULTILINE)\n\n if file_content == changed:\n return\n\n with filepath.open(\"w\") as f:\n logger.info(\"Updated Docker image references in %s\", filepath)\n f.write(changed)\n\n\ndef upgrade_docker_image_references(target_series: str, root: Path) -> None:\n for dockerfile in root.glob(\"**/Dockerfile*\"):\n upgrade_docker_image_references_in_file(target_series, dockerfile)\n\n dronefile = root / \".drone.yml\"\n if dronefile.exists():\n upgrade_docker_image_references_in_file(target_series, dronefile)"}, {"role": "assistant", "content": "The missing line is:\n force_dev = False"}]
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913f9ce1958e1ba194c9448681b6fa2b1b835522
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from sqlalchemy import Column, ForeignKey, Integer, String, Text from model.base import Base class SWTZ_TY(Base): __tablename__ = 'swtz_ty' class_name = '商务团组-团员' foreign_key = 'swtz_id' export_docx = False export_handle_file = ['identity'] field = [ 'id', 'nickname', 'job', 'id_card', 'phone', 'remark', 'identity' ] combo_field = { 'identity': { 'exclude': False, 'items': ['基层', '青年', '商界', '学界', '政界'] } } template_start_row = 3 swtz_id = Column(Integer, ForeignKey('swtz.id')) nickname = Column(String(100), comment='姓名') job = Column(String(100), comment='单位职务') id_card = Column(String(100), comment='身份证号') phone = Column(String(100), comment='联系电话') remark = Column(Text, comment='备注') identity_ = Column('identity', String(100), comment='身份') @property def identity(self): if self.identity_ is None: return [] return self.identity_.split(' ') @identity.setter def identity(self, val): if isinstance(val, list): while '' in val: val.remove('') self.identity_ = ' '.join(val) else: self.identity_ = val
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Code analysis results: 🔴 Errors found: Hardcoded credentials at line 10 - use environment variables ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add docstring to class 'SWTZ_TY'
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advanced
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database
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debugging
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Pythoncode:Python
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom sqlalchemy import Column, ForeignKey, Integer, String, Text\n\nfrom model.base import Base\n\n\nclass SWTZ_TY(Base):\n __tablename__ = 'swtz_ty'\n\n class_name = '\u5546\u52a1\u56e2\u7ec4-\u56e2\u5458'\n foreign_key = 'swtz_id'\n export_docx = False\n export_handle_file = ['identity']\n field = [\n 'id', 'nickname', 'job', 'id_card', 'phone', 'remark', 'identity'\n ]\n combo_field = {\n 'identity': {\n 'exclude': False,\n 'items': ['\u57fa\u5c42', '\u9752\u5e74', '\u5546\u754c', '\u5b66\u754c', '\u653f\u754c']\n }\n }\n\n template_start_row = 3\n\n swtz_id = Column(Integer, ForeignKey('swtz.id'))\n nickname = Column(String(100), comment='\u59d3\u540d')\n job = Column(String(100), comment='\u5355\u4f4d\u804c\u52a1')\n id_card = Column(String(100), comment='\u8eab\u4efd\u8bc1\u53f7')\n phone = Column(String(100), comment='\u8054\u7cfb\u7535\u8bdd')\n remark = Column(Text, comment='\u5907\u6ce8')\n identity_ = Column('identity', String(100), comment='\u8eab\u4efd')\n\n @property\n def identity(self):\n if self.identity_ is None:\n return []\n return self.identity_.split(' ')\n\n @identity.setter\n def identity(self, val):\n if isinstance(val, list):\n while '' in val:\n val.remove('')\n self.identity_ = ' '.join(val)\n else:\n self.identity_ = val"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Hardcoded credentials at line 10 - use environment variables\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'SWTZ_TY'"}]
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913fb3fc99b72d4e97ce88b0037ce6490e6db9c1
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from django.urls import reverse from consents.models import Consent, Term from workshops.models import KnowledgeDomain, Person, Qualification from workshops.tests.base import TestBase class TestAutoUpdateProfile(TestBase): def setUp(self): self._setUpAirports() self._setUpLessons() self._setUpLanguages() self.user = Person.objects.create_user( username="user", personal="", family="", email="user@example.org", password="pass", # Complete this line self.person_consent_required_terms(self.user) Qualification.objects.create(person=self.user, lesson=self.git) Qualification.objects.create(person=self.user, lesson=self.sql) self.physics = KnowledgeDomain.objects.create(name="physics") self.chemistry = KnowledgeDomain.objects.create(name="chemistry") self.user.domains.add(self.physics) self.user.languages.add(self.english) self.user.languages.add(self.french) self.client.login(username="user", password="pass") def test_load_form(self): rv = self.client.get(reverse("autoupdate_profile")) self.assertEqual(rv.status_code, 200) ... [1 more functiondefs truncated] ...
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The missing line is: )
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testing
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fill_in_the_blank
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Pythoncode:Python
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom django.urls import reverse\n\nfrom consents.models import Consent, Term\nfrom workshops.models import KnowledgeDomain, Person, Qualification\nfrom workshops.tests.base import TestBase\n\n\nclass TestAutoUpdateProfile(TestBase):\n def setUp(self):\n self._setUpAirports()\n self._setUpLessons()\n self._setUpLanguages()\n\n self.user = Person.objects.create_user(\n username=\"user\",\n personal=\"\",\n family=\"\",\n email=\"user@example.org\",\n password=\"pass\",\n # Complete this line\n\n self.person_consent_required_terms(self.user)\n\n Qualification.objects.create(person=self.user, lesson=self.git)\n Qualification.objects.create(person=self.user, lesson=self.sql)\n\n self.physics = KnowledgeDomain.objects.create(name=\"physics\")\n self.chemistry = KnowledgeDomain.objects.create(name=\"chemistry\")\n self.user.domains.add(self.physics)\n\n self.user.languages.add(self.english)\n self.user.languages.add(self.french)\n\n self.client.login(username=\"user\", password=\"pass\")\n\n def test_load_form(self):\n rv = self.client.get(reverse(\"autoupdate_profile\"))\n self.assertEqual(rv.status_code, 200)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n )"}]
| false
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913fde7505a4c384507f28eb2cee97a556b8c075
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import numpy as np import time import cv2 import colorsys import tensorflow as tf from tensorflow.keras import backend as K from tensorflow.keras.layers import Activation, ReLU, Multiply # Custom objects from backbones package https://github.com/david8862/keras-YOLOv3-model-set/tree/master/common/backbones def mish(x): return x * K.tanh(K.softplus(x)) def hard_swish(x): return Multiply()([Activation(hard_sigmoid)(x), x]) def hard_sigmoid(x): return ReLU(6.)(x + 3.) * (1. / 6.) def swish(x): """Swish activation function. # Arguments x: Input tensor. # Returns The Swish activation: `x * sigmoid(x)`. # References [Searching for Activation Functions](https://arxiv.org/abs/1710.05941) """ if K.backend() == 'tensorflow': try: # The native TF implementation has a more # memory-efficient gradient implementation return K.tf.nn.swish(x) except AttributeError: pass return x * K.sigmoid(x) def get_custom_objects(): ''' form up a custom_objects dict so that the customized layer/function call could be correctly parsed when keras .h5 model is loading or converting ''' custom_objects_dict = { 'tf': tf, 'swish': swish, 'hard_sigmoid': hard_sigmoid, 'hard_swish': hard_swish, 'mish': mish } return custom_objects_dict def get_multiscale_list(): input_shape_list = [(320, 320), (352, 352), (384, 384), (416, 416), (448, 448), (480, 480), (512, 512), (544, 544), (576, 576), (608, 608)] return input_shape_list def resize_anchors(base_anchors, target_shape, base_shape=(416, 416)): ''' original anchor size is clustered from COCO dataset under input shape (416,416). We need to resize it to our train input shape for better performance ''' return np.around(base_anchors*target_shape[::-1]/base_shape[::-1]) def get_classes(classes_path): '''loads the classes''' with open(classes_path) as f: class_names = f.readlines() class_names = [c.strip() for c in class_names] return class_names def get_anchors(anchors_path): '''loads the anchors from a file''' with open(anchors_path) as f: anchors = f.readline() anchors = [float(x) for x in anchors.split(',')] return np.array(anchors).reshape(-1, 2) ... [4 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 25 Invalid syntax at line 94: ... [4 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 63 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 79 Unexpected indentation at line 81 Unexpected indentation at line 82 Unexpected indentation at line 87 Unexpected indentation at line 89 Unexpected indentation at line 90 ✨ Improvements: Complete the expression on the last line Add closing quote at line 25 Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nimport time\nimport cv2\nimport colorsys\nimport tensorflow as tf\nfrom tensorflow.keras import backend as K\nfrom tensorflow.keras.layers import Activation, ReLU, Multiply\n\n# Custom objects from backbones package https://github.com/david8862/keras-YOLOv3-model-set/tree/master/common/backbones\n\n\ndef mish(x):\n return x * K.tanh(K.softplus(x))\n\n\ndef hard_swish(x):\n return Multiply()([Activation(hard_sigmoid)(x), x])\n\n\ndef hard_sigmoid(x):\n return ReLU(6.)(x + 3.) * (1. / 6.)\n\n\ndef swish(x):\n \"\"\"Swish activation function.\n # Arguments\n x: Input tensor.\n # Returns\n The Swish activation: `x * sigmoid(x)`.\n # References\n [Searching for Activation Functions](https://arxiv.org/abs/1710.05941)\n \"\"\"\n if K.backend() == 'tensorflow':\n try:\n # The native TF implementation has a more\n # memory-efficient gradient implementation\n return K.tf.nn.swish(x)\n except AttributeError:\n pass\n\n return x * K.sigmoid(x)\n\n\ndef get_custom_objects():\n '''\n form up a custom_objects dict so that the customized\n layer/function call could be correctly parsed when keras\n .h5 model is loading or converting\n '''\n custom_objects_dict = {\n 'tf': tf,\n 'swish': swish,\n 'hard_sigmoid': hard_sigmoid,\n 'hard_swish': hard_swish,\n 'mish': mish\n }\n\n return custom_objects_dict\n\n\ndef get_multiscale_list():\n input_shape_list = [(320, 320), (352, 352), (384, 384), (416, 416),\n (448, 448), (480, 480), (512, 512), (544, 544), (576, 576), (608, 608)]\n\n return input_shape_list\n\n\ndef resize_anchors(base_anchors, target_shape, base_shape=(416, 416)):\n '''\n original anchor size is clustered from COCO dataset\n under input shape (416,416). We need to resize it to\n our train input shape for better performance\n '''\n return np.around(base_anchors*target_shape[::-1]/base_shape[::-1])\n\n\ndef get_classes(classes_path):\n '''loads the classes'''\n with open(classes_path) as f:\n class_names = f.readlines()\n class_names = [c.strip() for c in class_names]\n return class_names\n\n\ndef get_anchors(anchors_path):\n '''loads the anchors from a file'''\n with open(anchors_path) as f:\n anchors = f.readline()\n anchors = [float(x) for x in anchors.split(',')]\n return np.array(anchors).reshape(-1, 2)\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 25\n Invalid syntax at line 94: ... [4 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 63\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 79\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Unexpected indentation at line 87\n Unexpected indentation at line 89\n Unexpected indentation at line 90\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 25\n Review syntax near the error location"}]
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9140f295d54089cb5cee0de94bb54febfe097979
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from styx_msgs.msg import TrafficLight import tensorflow as tf import numpy as np import datetime class TLClassifier(object): def __init__(self): PATH_TO_CKPT = "light_classification/frozen_inference_graph.pb" self.graph = tf.Graph() self.threshold = 0.5 with self.graph.as_default(): od_graph_def = tf.GraphDef() with tf.gfile.GFile(PATH_TO_CKPT, 'rb') as fid: serialized_graph = fid.read() od_graph_def.ParseFromString(serialized_graph) tf.import_graph_def(od_graph_def, name = '') self.image_tensor = self.graph.get_tensor_by_name('image_tensor:0') self.boxes = self.graph.get_tensor_by_name('detection_boxes:0') self.scores = self.graph.get_tensor_by_name('detection_scores:0') self.classes = self.graph.get_tensor_by_name('detection_classes:0') self.num_detections = self.graph.get_tensor_by_name('num_detections:0') self.sess = tf.Session(graph=self.graph) def get_classification(self, image): """Determines the color of the traffic light in the image Args: image (cv::Mat): image containing the traffic light Returns: # Complete this line """ #TODO implement light color prediction with self.graph.as_default(): image_np_expanded = np.expand_dims(image, axis=0) start = datetime.datetime.now() (boxes, scores, classes, num) = self.sess.run( [self.boxes, self.scores, self.classes, self.num_detections], feed_dict={self.image_tensor: image_np_expanded}) end = datetime.datetime.now() dur = end - start #print(dur.total_seconds()) boxes = np.squeeze(boxes) classes = np.squeeze(classes).astype(np.int32) scores = np.squeeze(scores) if len(scores)>0 and np.max(scores)>self.threshold: detected_class = int(classes[np.argmax(scores)]) else: detected_class = 4 if detected_class == 1: print('Classes: {}, Green. Detection Duration {}'.format(TrafficLight.GREEN,dur.total_seconds())) return TrafficLight.GREEN elif detected_class == 2: print('Classes: {}, Red Detection Duration {}'.format(TrafficLight.RED,dur.total_seconds())) return TrafficLight.RED elif detected_class == 3: print('Classes: {}, Gelb. Detection Duration {}'.format(TrafficLight.YELLOW,dur.total_seconds())) return TrafficLight.YELLOW return TrafficLight.UNKNOWN
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The missing line is: int: ID of traffic light color (specified in styx_msgs/TrafficLight)
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advanced
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database
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fill_in_the_blank
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom styx_msgs.msg import TrafficLight\nimport tensorflow as tf\nimport numpy as np\nimport datetime\n\nclass TLClassifier(object):\n def __init__(self):\n PATH_TO_CKPT = \"light_classification/frozen_inference_graph.pb\"\n self.graph = tf.Graph()\n self.threshold = 0.5\n\n with self.graph.as_default():\n od_graph_def = tf.GraphDef()\n with tf.gfile.GFile(PATH_TO_CKPT, 'rb') as fid:\n serialized_graph = fid.read()\n od_graph_def.ParseFromString(serialized_graph) \n tf.import_graph_def(od_graph_def, name = '')\n\n self.image_tensor = self.graph.get_tensor_by_name('image_tensor:0')\n self.boxes = self.graph.get_tensor_by_name('detection_boxes:0')\n self.scores = self.graph.get_tensor_by_name('detection_scores:0')\n self.classes = self.graph.get_tensor_by_name('detection_classes:0')\n self.num_detections = self.graph.get_tensor_by_name('num_detections:0')\n\n self.sess = tf.Session(graph=self.graph)\n\n\n def get_classification(self, image):\n \"\"\"Determines the color of the traffic light in the image\n\n Args:\n image (cv::Mat): image containing the traffic light\n\n Returns:\n # Complete this line\n\n \"\"\"\n #TODO implement light color prediction\n with self.graph.as_default():\n image_np_expanded = np.expand_dims(image, axis=0)\n start = datetime.datetime.now()\n (boxes, scores, classes, num) = self.sess.run(\n [self.boxes, self.scores, self.classes, self.num_detections],\n feed_dict={self.image_tensor: image_np_expanded})\n end = datetime.datetime.now()\n dur = end - start\n #print(dur.total_seconds())\n\n boxes = np.squeeze(boxes)\n classes = np.squeeze(classes).astype(np.int32)\n scores = np.squeeze(scores)\n \n\tif len(scores)>0 and np.max(scores)>self.threshold:\n\t detected_class = int(classes[np.argmax(scores)])\n\telse:\n\t detected_class = 4\n\n if detected_class == 1:\n print('Classes: {}, Green. Detection Duration {}'.format(TrafficLight.GREEN,dur.total_seconds()))\n return TrafficLight.GREEN\n elif detected_class == 2:\n print('Classes: {}, Red Detection Duration {}'.format(TrafficLight.RED,dur.total_seconds()))\n return TrafficLight.RED\n elif detected_class == 3:\n print('Classes: {}, Gelb. Detection Duration {}'.format(TrafficLight.YELLOW,dur.total_seconds()))\n return TrafficLight.YELLOW\n\n return TrafficLight.UNKNOWN"}, {"role": "assistant", "content": "The missing line is:\n int: ID of traffic light color (specified in styx_msgs/TrafficLight)"}]
| false
| null | null | null |
9142c85805b0c1a34b37861799a56fa0542af061
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #Based off of http://wiki.wxpython.org/GLCanvas #Lots of help from http://wiki.wxpython.org/Getting%20Started from OpenGL.GL import * import wx from wx import glcanvas from Primitives3D import * from PolyMesh import * from LaplacianMesh import * from Geodesics import * from PointCloud import * from Cameras3D import * from ICP import * from sys import exit, argv import random import numpy as np import scipy.io as sio from pylab import cm import os import subprocess import math import time #from sklearn import manifold from GMDS import * DEFAULT_SIZE = wx.Size(1200, 800) DEFAULT_POS = wx.Point(10, 10) PRINCIPAL_AXES_SCALEFACTOR = 1 def saveImageGL(mvcanvas, filename): view = glGetIntegerv(GL_VIEWPORT) img = wx.EmptyImage(view[2], view[3] ) pixels = glReadPixels(0, 0, view[2], view[3], GL_RGB, GL_UNSIGNED_BYTE) img.SetData( pixels ) img = img.Mirror(False) img.SaveFile(filename, wx.BITMAP_TYPE_PNG) def saveImage(canvas, filename): s = wx.ScreenDC() w, h = canvas.size.Get() b = wx.EmptyBitmap(w, h) m = wx.MemoryDCFromDC(s) m.SelectObject(b) m.Blit(0, 0, w, h, s, 70, 0) m.SelectObject(wx.NullBitmap) b.SaveFile(filename, wx.BITMAP_TYPE_PNG) class MeshViewerCanvas(glcanvas.GLCanvas): def __init__(self, parent): attribs = (glcanvas.WX_GL_RGBA, glcanvas.WX_GL_DOUBLEBUFFER, glcanvas.WX_GL_DEPTH_SIZE, 24) glcanvas.GLCanvas.__init__(self, parent, -1, attribList = attribs) self.context = glcanvas.GLContext(self) self.parent = parent #Camera state variables self.size = self.GetClientSize() #self.camera = MouseSphericalCamera(self.size.x, self.size.y) self.camera = MousePolarCamera(self.size.width, self.size.height) #Main state variables self.MousePos = [0, 0] self.initiallyResized = False self.bbox = BBox3D() self.unionbbox = BBox3D() random.seed() #Face mesh variables and manipulation variables self.mesh1 = None self.mesh1Dist = None self.mesh1DistLoaded = False self.mesh2 = None self.mesh2DistLoaded = False self.mesh2Dist = None self.mesh3 = None #Holds the transformations of the best iteration in ICP self.transformations = [] self.savingMovie = False self.movieIter = 0 self.displayMeshFaces = True self.displayMeshEdges = False self.displayMeshVertices = False self.displayMeshNormals = False self.displayPrincipalAxes = False self.vertexColors = np.zeros(0) self.cutPlane = None self.displayCutPlane = False self.GLinitialized = False #GL-related events wx.EVT_ERASE_BACKGROUND(self, self.processEraseBackgroundEvent) wx.EVT_SIZE(self, self.processSizeEvent) wx.EVT_PAINT(self, self.processPaintEvent) #Mouse Events wx.EVT_LEFT_DOWN(self, self.MouseDown) wx.EVT_LEFT_UP(self, self.MouseUp) wx.EVT_RIGHT_DOWN(self, self.MouseDown) wx.EVT_RIGHT_UP(self, self.MouseUp) wx.EVT_MIDDLE_DOWN(self, self.MouseDown) wx.EVT_MIDDLE_UP(self, self.MouseUp) wx.EVT_MOTION(self, self.MouseMotion) #self.initGL() def initPointCloud ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 108: def initPointCloud ⚠️ Warnings: Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
|
api
|
debugging
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Pythoncode:Python
| 4
| 1
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#Based off of http://wiki.wxpython.org/GLCanvas\n#Lots of help from http://wiki.wxpython.org/Getting%20Started\nfrom OpenGL.GL import *\nimport wx\nfrom wx import glcanvas\n\nfrom Primitives3D import *\nfrom PolyMesh import *\nfrom LaplacianMesh import *\nfrom Geodesics import *\nfrom PointCloud import *\nfrom Cameras3D import *\nfrom ICP import *\nfrom sys import exit, argv\nimport random\nimport numpy as np\nimport scipy.io as sio\nfrom pylab import cm\nimport os\nimport subprocess\nimport math\nimport time\n#from sklearn import manifold\nfrom GMDS import *\n\nDEFAULT_SIZE = wx.Size(1200, 800)\nDEFAULT_POS = wx.Point(10, 10)\nPRINCIPAL_AXES_SCALEFACTOR = 1\n\ndef saveImageGL(mvcanvas, filename):\n\tview = glGetIntegerv(GL_VIEWPORT)\n\timg = wx.EmptyImage(view[2], view[3] )\n\tpixels = glReadPixels(0, 0, view[2], view[3], GL_RGB,\n\t\t GL_UNSIGNED_BYTE)\n\timg.SetData( pixels )\n\timg = img.Mirror(False)\n\timg.SaveFile(filename, wx.BITMAP_TYPE_PNG)\n\ndef saveImage(canvas, filename):\n\ts = wx.ScreenDC()\n\tw, h = canvas.size.Get()\n\tb = wx.EmptyBitmap(w, h)\n\tm = wx.MemoryDCFromDC(s)\n\tm.SelectObject(b)\n\tm.Blit(0, 0, w, h, s, 70, 0)\n\tm.SelectObject(wx.NullBitmap)\n\tb.SaveFile(filename, wx.BITMAP_TYPE_PNG)\n\t\n\nclass MeshViewerCanvas(glcanvas.GLCanvas):\n\tdef __init__(self, parent):\n\t\tattribs = (glcanvas.WX_GL_RGBA, glcanvas.WX_GL_DOUBLEBUFFER, glcanvas.WX_GL_DEPTH_SIZE, 24)\n\t\tglcanvas.GLCanvas.__init__(self, parent, -1, attribList = attribs)\t\n\t\tself.context = glcanvas.GLContext(self)\n\t\t\n\t\tself.parent = parent\n\t\t#Camera state variables\n\t\tself.size = self.GetClientSize()\n\t\t#self.camera = MouseSphericalCamera(self.size.x, self.size.y)\n\t\tself.camera = MousePolarCamera(self.size.width, self.size.height)\n\t\t\n\t\t#Main state variables\n\t\tself.MousePos = [0, 0]\n\t\tself.initiallyResized = False\n\n\t\tself.bbox = BBox3D()\n\t\tself.unionbbox = BBox3D()\n\t\trandom.seed()\n\t\t\n\t\t#Face mesh variables and manipulation variables\n\t\tself.mesh1 = None\n\t\tself.mesh1Dist = None\n\t\tself.mesh1DistLoaded = False\n\t\tself.mesh2 = None\n\t\tself.mesh2DistLoaded = False\n\t\tself.mesh2Dist = None\n\t\tself.mesh3 = None\n\t\t#Holds the transformations of the best iteration in ICP\n\t\tself.transformations = []\n\t\tself.savingMovie = False\n\t\tself.movieIter = 0\n\t\t\n\t\tself.displayMeshFaces = True\n\t\tself.displayMeshEdges = False\n\t\tself.displayMeshVertices = False\n\t\tself.displayMeshNormals = False\n\t\tself.displayPrincipalAxes = False\n\t\tself.vertexColors = np.zeros(0)\n\t\t\n\t\tself.cutPlane = None\n\t\tself.displayCutPlane = False\n\t\t\n\t\tself.GLinitialized = False\n\t\t#GL-related events\n\t\twx.EVT_ERASE_BACKGROUND(self, self.processEraseBackgroundEvent)\n\t\twx.EVT_SIZE(self, self.processSizeEvent)\n\t\twx.EVT_PAINT(self, self.processPaintEvent)\n\t\t#Mouse Events\n\t\twx.EVT_LEFT_DOWN(self, self.MouseDown)\n\t\twx.EVT_LEFT_UP(self, self.MouseUp)\n\t\twx.EVT_RIGHT_DOWN(self, self.MouseDown)\n\t\twx.EVT_RIGHT_UP(self, self.MouseUp)\n\t\twx.EVT_MIDDLE_DOWN(self, self.MouseDown)\n\t\twx.EVT_MIDDLE_UP(self, self.MouseUp)\n\t\twx.EVT_MOTION(self, self.MouseMotion)\t\t\n\t\t#self.initGL()\n\t\n\tdef initPointCloud\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 108: \tdef initPointCloud\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
9143774e616443b37cd584d3970647098c72f10f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import matplotlib.pyplot as plt import numpy as np import pickle # import csv # from collections import namedtuple # from mpl_toolkits.mplot3d import Axes3D # import matplotlib.animation as animation # import matplotlib.colors as mc class FEModel: def __init__(self, name=None, hist_data=None): self.name = name self.hist_outs = hist_data def tuple2dict(self, data): """ Used to convert the load-displacement data exported from models to a dictionary """ ld_data = [] for specimen in data: sp_dict = dict() load = [] disp = [] for action in specimen[0]: Error: SyntaxError / EOF
|
Fixed Code: import matplotlib.pyplot as plt import numpy as np import pickle # import csv # from collections import namedtuple # from mpl_toolkits.mplot3d import Axes3D # import matplotlib.animation as animation # import matplotlib.colors as mc class FEModel: def __init__(self, name=None, hist_data=None): self.name = name self.hist_outs = hist_data def tuple2dict(self, data): """ Used to convert the load-displacement data exported from models to a dictionary """ Explanation: Complete the truncated code structure
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advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 669
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport pickle\n# import csv\n# from collections import namedtuple\n# from mpl_toolkits.mplot3d import Axes3D\n# import matplotlib.animation as animation\n# import matplotlib.colors as mc\n\n\nclass FEModel:\n def __init__(self, name=None, hist_data=None):\n self.name = name\n self.hist_outs = hist_data\n\n def tuple2dict(self, data):\n \"\"\"\n Used to convert the load-displacement data exported from models to a dictionary\n\n \"\"\"\n ld_data = []\n for specimen in data:\n sp_dict = dict()\n load = []\n disp = []\n for action in specimen[0]:\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport pickle\n# import csv\n# from collections import namedtuple\n# from mpl_toolkits.mplot3d import Axes3D\n# import matplotlib.animation as animation\n# import matplotlib.colors as mc\n\n\nclass FEModel:\n def __init__(self, name=None, hist_data=None):\n self.name = name\n self.hist_outs = hist_data\n\n def tuple2dict(self, data):\n \"\"\"\n Used to convert the load-displacement data exported from models to a dictionary\n\n \"\"\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91439c7735cd8dec720dbcbb904a5ff89db7c69f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python import json import sys from gigamonkeys.spreadsheets import spreadsheets spreadsheet_id = sys.argv[1] ranges = sys.argv[2:] data = spreadsheets(.get(spreadsheet_id, include_grid_data=bool(ranges), ranges=ranges) json.dump(data, sys.stdout, indent=2)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 11 - expected ')' • Invalid syntax at line 11: data = spreadsheets(.get(spreadsheet_id, include_grid_data=bool(ranges), ranges=ranges) Fixes: • Add closing ')' bracket • Review syntax near the error location
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intermediate
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data_processing
|
syntax_repair
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Pythoncode:Python
| 0
| 0
| 277
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport json\nimport sys\n\nfrom gigamonkeys.spreadsheets import spreadsheets\n\nspreadsheet_id = sys.argv[1]\nranges = sys.argv[2:]\n\ndata = spreadsheets(.get(spreadsheet_id, include_grid_data=bool(ranges), ranges=ranges)\n\njson.dump(data, sys.stdout, indent=2)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 11 - expected ')'\n \u2022 Invalid syntax at line 11: data = spreadsheets(.get(spreadsheet_id, include_grid_data=bool(ranges), ranges=ranges)\n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
9143b8c633adb2c76477406a889fd2a426c5cda8
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: root_URL = "https://tr.wiktionary.org/wiki/Vikis%C3%B6zl%C3%BCk:S%C3%B6zc%C3%BCk_listesi_" filepath = "words.csv" #letters=["A","B","C","D","E","F","G","H","I","J","K","L","M","N","O", # "P","R","S","T","U","V","Y","Z"] ##İ,Ç,Ö,Ş,Ü harfleri not work correctly letters=["C"
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Syntax Analysis: Syntax Errors Found: • Unclosed '[' at line 8 - expected ']' • SyntaxError: '[' was never closed at line 8 Fixes: • Add closing ']' bracket • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 281
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\nroot_URL = \"https://tr.wiktionary.org/wiki/Vikis%C3%B6zl%C3%BCk:S%C3%B6zc%C3%BCk_listesi_\"\nfilepath = \"words.csv\"\n\n#letters=[\"A\",\"B\",\"C\",\"D\",\"E\",\"F\",\"G\",\"H\",\"I\",\"J\",\"K\",\"L\",\"M\",\"N\",\"O\",\n# \"P\",\"R\",\"S\",\"T\",\"U\",\"V\",\"Y\",\"Z\"] ##\u0130,\u00c7,\u00d6,\u015e,\u00dc harfleri not work correctly\n\nletters=[\"C\""}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '[' at line 8 - expected ']'\n \u2022 SyntaxError: '[' was never closed at line 8\n\n Fixes:\n \u2022 Add closing ']' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
9143ca3c30c3da5376a215dd32db4d9aec05c6ba
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from github3 import login from github3.models import GitHubError from celery import task from celery.decorators import periodic_task from celery.task.schedules import crontab from sow_generator.models import Repository, AuthToken def _sync_repository(obj): dirty = False token = AuthToken.objects.get(id=1).token gh = login(token=token) dc = gh.user() org, name = obj.orgname repo = gh.repository(org, name) if repo is not None: # Find RST or MD files. Markdown takes precedence. for fieldname in ("readme", "sow"): v = repo.contents("%s.rst" % fieldname.upper()) if v is not None: setattr(obj, fieldname, v.decoded) setattr(obj, "%s_format" % fieldname, "rst") dirty = True v = repo.contents("%s.md" % fieldname.upper()) if v is not None: setattr(obj, fieldname, v.decoded)
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setattr(obj, "%s_format" % fieldname, "md") dirty = True if dirty: obj.save() @task(max_retries=5) def sync_repository(id): obj = Repository.objects.get(id=id) _sync_repository(obj) @periodic_task(run_every=crontab(hour='*', minute='0', day_of_week='*')) def sync_repositories(): """Sync all repositories""" for obj in Repository.objects.all(): _sync_repository(obj)
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intermediate
|
database
|
code_completion
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Pythoncode:Python
| 3
| 0
| 1,374
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom github3 import login\nfrom github3.models import GitHubError\n\nfrom celery import task\nfrom celery.decorators import periodic_task\nfrom celery.task.schedules import crontab\n\nfrom sow_generator.models import Repository, AuthToken\n\ndef _sync_repository(obj):\n dirty = False\n token = AuthToken.objects.get(id=1).token\n gh = login(token=token)\n dc = gh.user()\n org, name = obj.orgname\n repo = gh.repository(org, name)\n if repo is not None:\n # Find RST or MD files. Markdown takes precedence.\n for fieldname in (\"readme\", \"sow\"):\n v = repo.contents(\"%s.rst\" % fieldname.upper())\n if v is not None:\n setattr(obj, fieldname, v.decoded)\n setattr(obj, \"%s_format\" % fieldname, \"rst\")\n dirty = True\n v = repo.contents(\"%s.md\" % fieldname.upper())\n if v is not None:\n setattr(obj, fieldname, v.decoded)"}, {"role": "assistant", "content": "\n setattr(obj, \"%s_format\" % fieldname, \"md\")\n dirty = True\n\n if dirty:\n obj.save()\n\n\n@task(max_retries=5)\ndef sync_repository(id):\n obj = Repository.objects.get(id=id)\n _sync_repository(obj)\n\n\n@periodic_task(run_every=crontab(hour='*', minute='0', day_of_week='*'))\ndef sync_repositories():\n \"\"\"Sync all repositories\"\"\"\n for obj in Repository.objects.all():\n _sync_repository(obj)"}]
| false
| null | null | null |
91469ce6ec9fde95e8590b13e1386757a2494a57
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import numpy as np from sources import BaseSource from sources.base import BaseSourceWrapper from sources.preloaded import PreLoadedSource import json class WordsSource(BaseSource): def __init__(self, source): self._source = source def __len__(self): return len(self._source) def _remove_apostrpohs(self, seq): res = ''.join(seq.split(''')) res = ''.join(res.split('"')) return res def _clean(self, seq): s = '' for ch in seq.strip(): if ch.isalpha(): s += ch return s def get_sequences(self): for seq_in, transcription in self._source.get_sequences(): transcription = self._remove_apostrpohs(transcription) words = [self._clean(word) for word in transcription.split(' ')] yield seq_in, words class LabelSource(BaseSource): def __init__(self, source, mapping_table): self._source = source self._mapping_table = mapping_table def __len__(self): return len(self._source) def get_sequences(self): for seq_in, seq_out in self._source.get_sequences(): label_seq = [self._mapping_table.encode(ch) for ch in seq_out] yield seq_in, label_seq class CTCAdaptedSource(BaseSource): def __init__(self, source, padding_value=0): self._source = source self._padding = padding_value def __len__(self): return len(self._source) def get_sequences(self): for seq_in, seq_out in self._source.get_sequences(): seqs_in_pad = list(seq_in) while len(seqs_in_pad) <= 2 * len(seq_out) + 1: n = len(seqs_in_pad[0]) seqs_in_pad.append([self._padding] * n) yield seqs_in_pad, seq_out class Normalizer: def __init__(self): self._mu = None self._sd = None @staticmethod def from_json(path): with open(path, 'r') as f: s = f.read() d = json.loads(s) normalizer = Normalizer() mu = np.array(d['mu']) sd = np.array(d['sd']) normalizer.set_mean(mu) normalizer.set_deviation(sd) return normalizer def to_json(self, path): d = { 'mu': np.array(self.mu).tolist(), 'sd': np.array(self.sd).tolist() } with open(path, 'w') as f: f.write(json.dumps(d)) def set_mean(self, mu): self._mu = mu def set_deviation(self, sd): self._sd = sd @property def mu(self): return self._mu @property def sd(self): return self._sd def fit(self, X): sequence = [] for x in X: sequence.extend(x) self._mu = np.mean(sequence, axis=0) self._sd = np.std(sequence, axis=0) ... [25 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 120: ... [25 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 22 Unexpected indentation at line 40 Unexpected indentation at line 55 Unexpected indentation at line 66 Unexpected indentation at line 74 Unexpected indentation at line 77 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 84 Unexpected indentation at line 85 Unexpected indentation at line 86 Unexpected indentation at line 87 Unexpected indentation at line 91 Unexpected indentation at line 92 Unexpected indentation at line 93 Unexpected indentation at line 94 Unexpected indentation at line 104 Unexpected indentation at line 108 Unexpected indentation at line 113 Unexpected indentation at line 117 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
database
|
code_review
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Pythoncode:Python
| 19
| 4
| 2,906
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nfrom sources import BaseSource\nfrom sources.base import BaseSourceWrapper\nfrom sources.preloaded import PreLoadedSource\nimport json\n\n\nclass WordsSource(BaseSource):\n def __init__(self, source):\n self._source = source\n\n def __len__(self):\n return len(self._source)\n\n def _remove_apostrpohs(self, seq):\n res = ''.join(seq.split('''))\n res = ''.join(res.split('"'))\n return res\n\n def _clean(self, seq):\n s = ''\n for ch in seq.strip():\n if ch.isalpha():\n s += ch\n\n return s\n\n def get_sequences(self):\n for seq_in, transcription in self._source.get_sequences():\n transcription = self._remove_apostrpohs(transcription)\n\n words = [self._clean(word) for word in transcription.split(' ')]\n\n yield seq_in, words\n\n\nclass LabelSource(BaseSource):\n def __init__(self, source, mapping_table):\n self._source = source\n self._mapping_table = mapping_table\n\n def __len__(self):\n return len(self._source)\n\n def get_sequences(self):\n for seq_in, seq_out in self._source.get_sequences():\n label_seq = [self._mapping_table.encode(ch) for ch in seq_out]\n\n yield seq_in, label_seq\n\n\nclass CTCAdaptedSource(BaseSource):\n def __init__(self, source, padding_value=0):\n self._source = source\n self._padding = padding_value\n\n def __len__(self):\n return len(self._source)\n\n def get_sequences(self):\n for seq_in, seq_out in self._source.get_sequences():\n seqs_in_pad = list(seq_in)\n\n while len(seqs_in_pad) <= 2 * len(seq_out) + 1:\n n = len(seqs_in_pad[0])\n seqs_in_pad.append([self._padding] * n)\n\n yield seqs_in_pad, seq_out\n\n\nclass Normalizer:\n def __init__(self):\n self._mu = None\n self._sd = None\n\n @staticmethod\n def from_json(path):\n with open(path, 'r') as f:\n s = f.read()\n\n d = json.loads(s)\n normalizer = Normalizer()\n mu = np.array(d['mu'])\n sd = np.array(d['sd'])\n normalizer.set_mean(mu)\n normalizer.set_deviation(sd)\n return normalizer\n\n def to_json(self, path):\n d = {\n 'mu': np.array(self.mu).tolist(),\n 'sd': np.array(self.sd).tolist()\n }\n with open(path, 'w') as f:\n f.write(json.dumps(d))\n\n def set_mean(self, mu):\n self._mu = mu\n\n def set_deviation(self, sd):\n self._sd = sd\n\n @property\n def mu(self):\n return self._mu\n\n @property\n def sd(self):\n return self._sd\n\n def fit(self, X):\n sequence = []\n for x in X:\n sequence.extend(x)\n\n self._mu = np.mean(sequence, axis=0)\n self._sd = np.std(sequence, axis=0)\n\n\n ... [25 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 120: ... [25 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 22\n Unexpected indentation at line 40\n Unexpected indentation at line 55\n Unexpected indentation at line 66\n Unexpected indentation at line 74\n Unexpected indentation at line 77\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n Unexpected indentation at line 91\n Unexpected indentation at line 92\n Unexpected indentation at line 93\n Unexpected indentation at line 94\n Unexpected indentation at line 104\n Unexpected indentation at line 108\n Unexpected indentation at line 113\n Unexpected indentation at line 117\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
9146c7949d8b05d057e0f629fb324a047f0358c0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import random import cv2 import numpy as np import warnings from PIL import Image from gym.spaces import Box, Dict from multiworld.core.multitask_env import MultitaskEnv from multiworld.core.wrapper_env import ProxyEnv from multiworld.envs.env_util import concatenate_box_spaces from multiworld.envs.env_util import get_stat_in_paths, create_stats_ordered_dict class ImageEnv(ProxyEnv, MultitaskEnv: ... [16 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: import random import cv2 import numpy as np import warnings from PIL import Image from gym.spaces import Box, Dict from multiworld.core.multitask_env import MultitaskEnv from multiworld.core.wrapper_env import ProxyEnv from multiworld.envs.env_util import concatenate_box_spaces from multiworld.envs.env_util import get_stat_in_paths, create_stats_ordered_dict class ImageEnv(ProxyEnv, MultitaskEnv): ... [16 more functiondefs truncated] ... Explanation: Add missing ')' bracket at line 15
|
intermediate
|
oop
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 452
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport random\n\nimport cv2\nimport numpy as np\nimport warnings\nfrom PIL import Image\nfrom gym.spaces import Box, Dict\n\nfrom multiworld.core.multitask_env import MultitaskEnv\nfrom multiworld.core.wrapper_env import ProxyEnv\nfrom multiworld.envs.env_util import concatenate_box_spaces\nfrom multiworld.envs.env_util import get_stat_in_paths, create_stats_ordered_dict\n\n\nclass ImageEnv(ProxyEnv, MultitaskEnv:\n\n ... [16 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport random\n\nimport cv2\nimport numpy as np\nimport warnings\nfrom PIL import Image\nfrom gym.spaces import Box, Dict\n\nfrom multiworld.core.multitask_env import MultitaskEnv\nfrom multiworld.core.wrapper_env import ProxyEnv\nfrom multiworld.envs.env_util import concatenate_box_spaces\nfrom multiworld.envs.env_util import get_stat_in_paths, create_stats_ordered_dict\n\n\nclass ImageEnv(ProxyEnv, MultitaskEnv):\n\n ... [16 more functiondefs truncated] ...\n\n Explanation: Add missing ')' bracket at line 15"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
91472db15a8c58afa56167fc11db5c1a1643924e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python import sys import json import logging from math import exp import requests as rq import re ### For NLP post-processing header={"Content-Type": "application/json"} message='{"sample":"Hello bigdata"}' api_url="http://192.168.1.197:11992/norm" ### def NLP_process_output(pre_str): try: jmsg=json.loads(message) jmsg['sample']=pre_str r = rq.post(api_url,json=jmsg, headers=header) results = json.loads(r.text)['result'] logging.info("NLP=%s" % results) return results except: exc_type, exc_value, exc_traceback = sys.exc_info() logging.error("Failed to get NLP post-processing: %s : %s " % (exc_type, exc_value)) return pre_str def post_process_json(str): try: event = json.loads(str) if "result" in event: if len(event["result"]["hypotheses"]) > 1: likelihood1 = event["result"]["hypotheses"][0]["likelihood"] likelihood2 = event["result"]["hypotheses"][1]["likelihood"] confidence = likelihood1 - likelihood2 confidence = 1 - exp(-confidence) else: confidence = 1.0e+10 event["result"]["hypotheses"][0]["confidence"] = confidence org_trans = event["result"]["hypotheses"][0]["transcript"] logging.info("Recognized result=%s" % org_trans ) out_trans = NLP_process_output(org_trans) + '.' out_trans = logging.info("Pass into funtion is %s" % out_trans) event["result"]["hypotheses"][0]["transcript"] = out_trans del event["result"]["hypotheses"][1:] return json.dumps(event) except: exc_type, exc_value, exc_traceback = sys.exc_info() logging.error("Failed to process JSON result: %s : %s " % (exc_type, exc_value)) return str if __name__ == "__main__": logging.basicConfig(level=logging.DEBUG, format="%(levelname)8s %(asctime)s %(message)s ") lines = [] while True: l = sys.stdin.readline( if not l: break # EOF if l.strip() == "": if len(lines) > 0: result_json = post_process_json("".join(lines)) print result_json print sys.stdout.flush() lines = [] else: lines.append(l) if len(lines) > 0: result_json = post_process_json("".join(lines)) print result_json lines = []
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 58 - expected ')' • Invalid syntax at line 43: out_trans = Fixes: • Add closing ')' bracket • Review syntax near the error location
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 2,545
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport sys\nimport json\nimport logging\nfrom math import exp\nimport requests as rq\nimport re\n\n### For NLP post-processing\nheader={\"Content-Type\": \"application/json\"}\nmessage='{\"sample\":\"Hello bigdata\"}' \napi_url=\"http://192.168.1.197:11992/norm\"\n###\n\ndef NLP_process_output(pre_str):\n try: \n jmsg=json.loads(message)\n jmsg['sample']=pre_str\n r = rq.post(api_url,json=jmsg, headers=header) \n results = json.loads(r.text)['result']\n logging.info(\"NLP=%s\" % results)\n return results\n except:\n exc_type, exc_value, exc_traceback = sys.exc_info()\n logging.error(\"Failed to get NLP post-processing: %s : %s \" % (exc_type, exc_value))\n return pre_str\ndef post_process_json(str):\n try:\n event = json.loads(str)\n if \"result\" in event:\n if len(event[\"result\"][\"hypotheses\"]) > 1:\n likelihood1 = event[\"result\"][\"hypotheses\"][0][\"likelihood\"]\n likelihood2 = event[\"result\"][\"hypotheses\"][1][\"likelihood\"]\n confidence = likelihood1 - likelihood2\n confidence = 1 - exp(-confidence)\n else:\n confidence = 1.0e+10\n event[\"result\"][\"hypotheses\"][0][\"confidence\"] = confidence\n org_trans = event[\"result\"][\"hypotheses\"][0][\"transcript\"] \n logging.info(\"Recognized result=%s\" % org_trans ) \n out_trans = NLP_process_output(org_trans) + '.'\n out_trans = \n logging.info(\"Pass into funtion is %s\" % out_trans)\n event[\"result\"][\"hypotheses\"][0][\"transcript\"] = out_trans\n del event[\"result\"][\"hypotheses\"][1:]\n return json.dumps(event)\n except:\n exc_type, exc_value, exc_traceback = sys.exc_info()\n logging.error(\"Failed to process JSON result: %s : %s \" % (exc_type, exc_value))\n return str\n\nif __name__ == \"__main__\":\n logging.basicConfig(level=logging.DEBUG, format=\"%(levelname)8s %(asctime)s %(message)s \")\n\n lines = []\n while True:\n l = sys.stdin.readline(\n if not l: break # EOF\n if l.strip() == \"\":\n if len(lines) > 0:\n result_json = post_process_json(\"\".join(lines))\n print result_json\n print\n sys.stdout.flush()\n lines = []\n else:\n lines.append(l)\n\n if len(lines) > 0:\n result_json = post_process_json(\"\".join(lines))\n print result_json\n lines = []"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 58 - expected ')'\n \u2022 Invalid syntax at line 43: out_trans = \n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
91487dc34ce39dcba03a9475df5437871d95ebe4
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from langdetect import detect def detect_language(x): #detect language of the article try: lang=detect(x['value']) except: lang="empty" execute('SET', 'lang_article:' + x['key'], lang) if lang!='en': execute('SADD','titles_to_delete', x['key']) gb = GB() gb.foreach(detect_language) gb.run('title:*')
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 349
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom langdetect import detect \n\ndef detect_language(x):\n #detect language of the article\n try:\n lang=detect(x['value'])\n except:\n lang=\"empty\"\n execute('SET', 'lang_article:' + x['key'], lang)\n if lang!='en':\n execute('SADD','titles_to_delete', x['key'])\n\ngb = GB()\ngb.foreach(detect_language)\ngb.run('title:*')"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
914899652debcd6bf278b6bcd59488d3ca01a934
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class Position(object): """ Helper class for Cartesian coordinate position """ def __init__(self, x=None, y=None, z=None): """ Creates a Position instance. :param x: x position :param y: y position :param z: z position :return: """ self.x = x self.y = y self.z = z def set(self, x=None, y=None, z=None): """ Returns True if the position has actually changed. :param float x: x position :param float y: y position :param float z: z position :return: True if position changed, False otherwise :rtype: bool """ if self.x == x and self.y == y and self.z == z: return False self.x = x self.y = y self.z = z return True def get(self): """ Retrieve x,y,z position. :return: x,y,z position tuple :rtype: tuple """ return self.x, self.y, self.z class PyCoreObj(object): """ Base class for CORE objects (nodes and networks) """ apitype = None # TODO: appears start has no usage, verify and remove def __init__(self, session, objid=None, name=None, start=True): """ Creates a PyCoreObj instance. :param core.session.Session session: CORE session object :param int objid: object id :param str name: object name :param bool start: start value :return: """ self.session = session if objid is None: objid = session.get_object_id() self.objid = objid if name is None: name = "o%s" % self.objid self.name = name self.type = None self.server = None
|
self.services = None # ifindex is key, PyCoreNetIf instance is value self._netif = {} self.ifindex = 0 self.canvas = None self.icon = None self.opaque = None self.position = Position() def startup(self): """ Each object implements its own startup method. :return: nothing """ raise NotImplementedError def shutdown(self): """ Each object implements its own shutdown method. :return: nothing """ raise NotImplementedError def setposition(self, x=None, y=None, z=None): """ Set the (x,y,z) position of the object. :param float x: x position :param float y: y position :param float z: z position :return: True if position changed, False otherwise :rtype: bool """ return self.position.set(x=x, y=y, z=z) def getposition(self): """ Return an (x,y,z) tuple representing this object's position. :return: x,y,z position tuple :rtype: tuple """ return self.position.get() ... [44 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 8
| 2
| 2,979
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass Position(object):\n \"\"\"\n Helper class for Cartesian coordinate position\n \"\"\"\n\n def __init__(self, x=None, y=None, z=None):\n \"\"\"\n Creates a Position instance.\n\n :param x: x position\n :param y: y position\n :param z: z position\n :return:\n \"\"\"\n self.x = x\n self.y = y\n self.z = z\n\n def set(self, x=None, y=None, z=None):\n \"\"\"\n Returns True if the position has actually changed.\n\n :param float x: x position\n :param float y: y position\n :param float z: z position\n :return: True if position changed, False otherwise\n :rtype: bool\n \"\"\"\n if self.x == x and self.y == y and self.z == z:\n return False\n self.x = x\n self.y = y\n self.z = z\n return True\n\n def get(self):\n \"\"\"\n Retrieve x,y,z position.\n\n :return: x,y,z position tuple\n :rtype: tuple\n \"\"\"\n return self.x, self.y, self.z\n\n\nclass PyCoreObj(object):\n \"\"\"\n Base class for CORE objects (nodes and networks)\n \"\"\"\n apitype = None\n\n # TODO: appears start has no usage, verify and remove\n def __init__(self, session, objid=None, name=None, start=True):\n \"\"\"\n Creates a PyCoreObj instance.\n\n :param core.session.Session session: CORE session object\n :param int objid: object id\n :param str name: object name\n :param bool start: start value\n :return:\n \"\"\"\n\n self.session = session\n if objid is None:\n objid = session.get_object_id()\n self.objid = objid\n if name is None:\n name = \"o%s\" % self.objid\n self.name = name\n self.type = None\n self.server = None"}, {"role": "assistant", "content": "\n self.services = None\n # ifindex is key, PyCoreNetIf instance is value\n self._netif = {}\n self.ifindex = 0\n self.canvas = None\n self.icon = None\n self.opaque = None\n self.position = Position()\n\n def startup(self):\n \"\"\"\n Each object implements its own startup method.\n\n :return: nothing\n \"\"\"\n raise NotImplementedError\n\n def shutdown(self):\n \"\"\"\n Each object implements its own shutdown method.\n\n :return: nothing\n \"\"\"\n raise NotImplementedError\n\n def setposition(self, x=None, y=None, z=None):\n \"\"\"\n Set the (x,y,z) position of the object.\n\n :param float x: x position\n :param float y: y position\n :param float z: z position\n :return: True if position changed, False otherwise\n :rtype: bool\n \"\"\"\n return self.position.set(x=x, y=y, z=z)\n\n def getposition(self):\n \"\"\"\n Return an (x,y,z) tuple representing this object's position.\n\n :return: x,y,z position tuple\n :rtype: tuple\n \"\"\"\n return self.position.get()\n\n\n ... [44 more functiondefs truncated] ..."}]
| false
| null | null | null |
91492cd2d90ac485784d8d45eca57302464591f8
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # 入力 N = int(input()) S, P = ( zip(*( (s, int(p)) for s, p in (input().split() for _ in range(N)) )) if N else ((), ()) ) ans = '\n'.join( str(i) for _, _, i in sorted( zip( S, P, range(1, N + 1) ), key=lambda t: (t[0], -t[1]) ) ) # 出力 print(ans)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 349
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# \u5165\u529b\nN = int(input())\nS, P = (\n zip(*(\n (s, int(p))\n for s, p in (input().split() for _ in range(N))\n )) if N else\n ((), ())\n)\n\nans = '\\n'.join(\n str(i)\n for _, _, i in sorted(\n zip(\n S,\n P,\n range(1, N + 1)\n ),\n key=lambda t: (t[0], -t[1])\n )\n)\n\n# \u51fa\u529b\nprint(ans)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
914969a6475944053d8a15e1118e2d12ecdc9855
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # External cracking script, part of https://github.com/mmmds/WirelessDiscoverCrackScan import datetime import subprocess import os ### CONFIGURATION HASHCAT_DIR = "C:\\hashcat-5.1.0" HASHCAT_EXE = "hashcat64.exe" LOG_FILE = "crack_log.txt" DICT_DIR = "./dicts" def load_dict_list(): for r,d,f in os.walk(DICT_DIR): return f def parse_log(): r = {} with open(LOG_FILE, "r") as f: for line in f.readlines(): try: a = line.split("/") date = a[0] dict_file = a[1].strip() hash_file = a[2].split(".")[0].strip() r[(hash_file, dict_file)] = date except: pass return r def append_log(file, dictionary): text = "{}/{}/{}".format(str(datetime.datetime.now()), dictionary, file) with open(LOG_FILE, "a") as f: f.write("\n" + text) def read_files(): result = ([],[]) files = os.listdir(".") for f in files: if f.endswith(".16800"): result[0].append(f.split(".")[0]) elif f.endswith(".2500"): result[1].append(f.split(".")[0]) return result def process(files, t, logs, dicts): for f in files: for d in dicts: if (f.split(".")[0], d) not in logs: print("\n\n######## {} {}\n\n".format(f, d)) cwd = os.getcwd() subprocess.Popen([HASHCAT_DIR+ "\\" + HASHCAT_EXE, "-m", t, "{}\\{}.{}".format(cwd,f, t), "{}\\{}\\{}".format(cwd,DICT_DIR, d)], cwd = HASHCAT_DIR).wait() append_log(f, d) else: print("\n\n-----------{} {} in logs\n\n".format(f, d)) files = read_files() logs = parse_log() dicts = load_dict_list() print(dicts) print(files) print(logs) pmkid = files[0] hs4 = files[1] process(pmkid, "16800", logs, dicts) process(hs4, "2500", logs, dicts)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 52 ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 💡 Suggestions: Add closing quote at line 52 Add docstring to function 'read_files' Remove debug print() at line 50 before production
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 5
| 0
| 1,915
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# External cracking script, part of https://github.com/mmmds/WirelessDiscoverCrackScan\nimport datetime\nimport subprocess\nimport os\n\n### CONFIGURATION\nHASHCAT_DIR = \"C:\\\\hashcat-5.1.0\"\nHASHCAT_EXE = \"hashcat64.exe\"\n\nLOG_FILE = \"crack_log.txt\"\nDICT_DIR = \"./dicts\"\n\ndef load_dict_list():\n for r,d,f in os.walk(DICT_DIR):\n return f\n\ndef parse_log():\n r = {}\n with open(LOG_FILE, \"r\") as f:\n for line in f.readlines():\n try:\n a = line.split(\"/\")\n date = a[0]\n dict_file = a[1].strip()\n hash_file = a[2].split(\".\")[0].strip()\n r[(hash_file, dict_file)] = date\n except:\n pass\n return r\n\ndef append_log(file, dictionary):\n text = \"{}/{}/{}\".format(str(datetime.datetime.now()), dictionary, file)\n with open(LOG_FILE, \"a\") as f:\n f.write(\"\\n\" + text)\n\ndef read_files():\n result = ([],[])\n files = os.listdir(\".\")\n for f in files:\n if f.endswith(\".16800\"):\n result[0].append(f.split(\".\")[0])\n elif f.endswith(\".2500\"):\n result[1].append(f.split(\".\")[0])\n return result\n \ndef process(files, t, logs, dicts):\n for f in files:\n for d in dicts:\n if (f.split(\".\")[0], d) not in logs:\n print(\"\\n\\n######## {} {}\\n\\n\".format(f, d))\n cwd = os.getcwd()\n subprocess.Popen([HASHCAT_DIR+ \"\\\\\" + HASHCAT_EXE, \"-m\", t, \"{}\\\\{}.{}\".format(cwd,f, t), \"{}\\\\{}\\\\{}\".format(cwd,DICT_DIR, d)], cwd = HASHCAT_DIR).wait()\n append_log(f, d)\n else:\n print(\"\\n\\n-----------{} {} in logs\\n\\n\".format(f, d))\n \n \nfiles = read_files()\nlogs = parse_log()\ndicts = load_dict_list()\nprint(dicts)\nprint(files)\nprint(logs)\n\npmkid = files[0]\nhs4 = files[1]\n\nprocess(pmkid, \"16800\", logs, dicts)\nprocess(hs4, \"2500\", logs, dicts)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 52\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 52\n Add docstring to function 'read_files'\n Remove debug print() at line 50 before production"}]
| false
| null | null | null |
914b520c0a97da68019f1f6058aa11f3ec987d8a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """Copyright (c) 2010-2012 David Rio Vierra Permission to use, copy, modify, and/or distribute this software for any purpose with or without fee is hereby granted, provided that the above copyright notice and this permission notice appear in all copies. THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.""" #-# Modifiedby D.C.-G. for translation purpose from OpenGL import GL import numpy import os from albow import TableView, TableColumn, Label, Button, Column, CheckBox, AttrRef, Row, ask, alert, input_text_buttons, TabPanel from albow.table_view import TableRowView from albow.translate import _ from config import config from editortools.editortool import EditorTool from editortools.tooloptions import ToolOptions from glbackground import Panel from glutils import DisplayList from mceutils import loadPNGTexture, alertException, drawTerrainCuttingWire, drawCube from operation import Operation import pymclevel from pymclevel.box import BoundingBox, FloatBox from pymclevel import nbt import logging from player_cache import PlayerCache, ThreadRS from nbtexplorer import loadFile, saveFile, NBTExplorerToolPanel import pygame log = logging.getLogger(__name__) class PlayerRemoveOperation(Operation): undoTag = None def __init__(self, tool, player="Player (Single Player)"): super(PlayerRemoveOperation, self).__init__(tool.editor, tool.editor.level) self.tool = tool self.player = player self.level = self.tool.editor.level self.canUndo = False self.playercache = PlayerCache() def perform(self, recordUndo=True): if self.level.saving: alert(_("Cannot perform action while saving is taking place")) return if self.player == "Player (Single Player)": answer = ask(_("Are you sure you want to delete the default player?"), ["Yes", "Cancel"]) if answer == "Cancel": return self.player = "Player" if recordUndo == True: self.undoTag = self.level.getPlayerTag(self.player) self.level.players.remove(self.player) if self.tool.panel: if self.player != "Player": #self.tool.panel.players.remove(player_cache.getPlayerNameFromUUID(self.player)) #self.tool.panel.players.remove(self.playercache.getPlayerInfo(self.player)[0]) str() else: self.tool.panel.players.remove("Player (Single Player)") while self.tool.panel.table.index >= len(self.tool.panel.players): ... [code truncated] ...
|
Error Analysis: Error Type: WRONG_COMPARISON Error: WRONG_COMPARISON Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 1 • IndentationError at line 75 Fix: Use "is/is not" for None, avoid explicit True comparison
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advanced
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 3,041
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"Copyright (c) 2010-2012 David Rio Vierra\n\nPermission to use, copy, modify, and/or distribute this software for any\npurpose with or without fee is hereby granted, provided that the above\ncopyright notice and this permission notice appear in all copies.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES\nWITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF\nMERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR\nANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES\nWHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN\nACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF\nOR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.\"\"\"\n#-# Modifiedby D.C.-G. for translation purpose\nfrom OpenGL import GL\nimport numpy\nimport os\nfrom albow import TableView, TableColumn, Label, Button, Column, CheckBox, AttrRef, Row, ask, alert, input_text_buttons, TabPanel\nfrom albow.table_view import TableRowView\nfrom albow.translate import _\nfrom config import config\nfrom editortools.editortool import EditorTool\nfrom editortools.tooloptions import ToolOptions\nfrom glbackground import Panel\nfrom glutils import DisplayList\nfrom mceutils import loadPNGTexture, alertException, drawTerrainCuttingWire, drawCube\nfrom operation import Operation\nimport pymclevel\nfrom pymclevel.box import BoundingBox, FloatBox\nfrom pymclevel import nbt\nimport logging\nfrom player_cache import PlayerCache, ThreadRS\nfrom nbtexplorer import loadFile, saveFile, NBTExplorerToolPanel\nimport pygame\n\nlog = logging.getLogger(__name__)\n\nclass PlayerRemoveOperation(Operation):\n undoTag = None\n\n def __init__(self, tool, player=\"Player (Single Player)\"):\n super(PlayerRemoveOperation, self).__init__(tool.editor, tool.editor.level)\n self.tool = tool\n self.player = player\n self.level = self.tool.editor.level\n self.canUndo = False\n self.playercache = PlayerCache()\n\n def perform(self, recordUndo=True):\n if self.level.saving:\n alert(_(\"Cannot perform action while saving is taking place\"))\n return\n\n if self.player == \"Player (Single Player)\":\n answer = ask(_(\"Are you sure you want to delete the default player?\"), [\"Yes\", \"Cancel\"])\n if answer == \"Cancel\":\n return\n self.player = \"Player\"\n\n if recordUndo == True:\n self.undoTag = self.level.getPlayerTag(self.player)\n\n self.level.players.remove(self.player)\n if self.tool.panel:\n if self.player != \"Player\":\n #self.tool.panel.players.remove(player_cache.getPlayerNameFromUUID(self.player))\n #self.tool.panel.players.remove(self.playercache.getPlayerInfo(self.player)[0])\n str()\n else:\n self.tool.panel.players.remove(\"Player (Single Player)\")\n\n while self.tool.panel.table.index >= len(self.tool.panel.players):\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Error: WRONG_COMPARISON\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 1\n \u2022 IndentationError at line 75\n\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
914c1ed0296d91a573e8d232f2ea7fec8dafd2e3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # The MIT License (MIT) # # Copyright (c) 2016, Imperial College, London # # Permission is hereby granted, free of charge, to any person obtaining a copy of # this software and associated documentation files (the "Software"), to deal in the # Software without restriction, including without limitation the rights to use, copy, # modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, # and to permit persons to whom the Software is furnished to do so, subject to the # following conditions: # # The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, # INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR # PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE # FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, # ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. from pyrevolve import Checkpoint, Operator from devito import TimeFunction from devito.tools import flatten class CheckpointOperator(Operator): """Devito's concrete implementation of the ABC pyrevolve.Operator. This class wraps devito.Operator so it conforms to the pyRevolve API. pyRevolve will call apply with arguments t_start and t_end. Devito calls these arguments t_s and t_e so the following dict is used to perform the translations between different names. Parameters ---------- op : Operator devito.Operator object that this object will wrap. args : dict If devito.Operator.apply() expects any arguments, they can be provided here to be cached. Any calls to CheckpointOperator.apply() will automatically include these cached arguments in the call to the underlying devito.Operator.apply(). """ t_arg_names = {'t_start': 'time_m', 't_end': 'time_M'} def __init__(self, op, **kwargs): self.op = op self.args = kwargs op_default_args = self.op._prepare_arguments(**kwargs) self.start_offset = op_default_args[self.t_arg_names['t_start']] def _prepare_args(self, t_start, t_end): args = self.args.copy() args[self.t_arg_names['t_start']] = t_start + self.start_offset args[self.t_arg_names['t_end']] = t_end - 1 + self.start_offset return args ... [10 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 2,638
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# The MIT License (MIT)\t\n#\t\n# Copyright (c) 2016, Imperial College, London\t\n#\t\n# Permission is hereby granted, free of charge, to any person obtaining a copy of\t\n# this software and associated documentation files (the \"Software\"), to deal in the\t\n# Software without restriction, including without limitation the rights to use, copy,\t\n# modify, merge, publish, distribute, sublicense, and/or sell copies of the Software,\t\n# and to permit persons to whom the Software is furnished to do so, subject to the\t\n# following conditions:\t\n#\t\n# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.\t\n#\t\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,\t\n# INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR\t\n# PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE\t\n# FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE,\t\n# ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.\n\nfrom pyrevolve import Checkpoint, Operator\nfrom devito import TimeFunction\nfrom devito.tools import flatten\n\n\nclass CheckpointOperator(Operator):\n \"\"\"Devito's concrete implementation of the ABC pyrevolve.Operator. This class wraps\n devito.Operator so it conforms to the pyRevolve API. pyRevolve will call apply\n with arguments t_start and t_end. Devito calls these arguments t_s and t_e so\n the following dict is used to perform the translations between different names.\n\n Parameters\n ----------\n op : Operator\n devito.Operator object that this object will wrap.\n args : dict\n If devito.Operator.apply() expects any arguments, they can be provided\n here to be cached. Any calls to CheckpointOperator.apply() will\n automatically include these cached arguments in the call to the\n underlying devito.Operator.apply().\n \"\"\"\n t_arg_names = {'t_start': 'time_m', 't_end': 'time_M'}\n\n def __init__(self, op, **kwargs):\n self.op = op\n self.args = kwargs\n op_default_args = self.op._prepare_arguments(**kwargs)\n self.start_offset = op_default_args[self.t_arg_names['t_start']]\n\n def _prepare_args(self, t_start, t_end):\n args = self.args.copy()\n args[self.t_arg_names['t_start']] = t_start + self.start_offset\n args[self.t_arg_names['t_end']] = t_end - 1 + self.start_offset\n return args\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
914cca42f7c78c12fb45153e185381ce97dc5240
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: def safe_start_looping_call(looping_call, seconds=3600): if not looping_call.running: looping_call.start(seconds) def safe_stop_looping_call(looping_call): if looping_call.running: looping_call.stop() class EncryptedFileManager(object): """Keeps track of currently opened LBRY Files, their options, and their LBRY File specific metadata. """ def __init__(self, session, stream_info_manager, sd_identifier, download_directory=None): self.session = session self.stream_info_manager = stream_info_manager # TODO: why is sd_identifier part of the file manager? self.sd_identifier = sd_identifier self.lbry_files = [] self.sql_db = None if download_directory: self.download_directory = download_directory else: self.download_directory = os.getcwd() self.lbry_file_reflector = task.LoopingCall(self.reflect_lbry_files) log.debug("Download directory for EncryptedFileManager: %s", str(self.download_directory)) @defer.inlineCallbacks def setup(self): yield self._open_db() yield self._add_to_sd_identifier() yield self._start_lbry_files() if conf.settings['reflect_uploads']: safe_start_looping_call(self.lbry_file_reflector) def get_lbry_file_status(self, lbry_file): return self._get_lbry_file_status(lbry_file.rowid) def set_lbry_file_data_payment_rate(self, lbry_file, new_rate): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def change_lbry_file_status(self, lbry_file, status): log.debug("Changing status of %s to %s", lbry_file.stream_hash, status) return self._change_file_status(lbry_file.rowid, status)
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 11
| 1
| 1,499
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndef safe_start_looping_call(looping_call, seconds=3600):\n if not looping_call.running:\n looping_call.start(seconds)\n\n\ndef safe_stop_looping_call(looping_call):\n if looping_call.running:\n looping_call.stop()\n\n\nclass EncryptedFileManager(object):\n \"\"\"Keeps track of currently opened LBRY Files, their options, and\n their LBRY File specific metadata.\n\n \"\"\"\n\n def __init__(self, session, stream_info_manager, sd_identifier, download_directory=None):\n self.session = session\n self.stream_info_manager = stream_info_manager\n # TODO: why is sd_identifier part of the file manager?\n self.sd_identifier = sd_identifier\n self.lbry_files = []\n self.sql_db = None\n if download_directory:\n self.download_directory = download_directory\n else:\n self.download_directory = os.getcwd()\n self.lbry_file_reflector = task.LoopingCall(self.reflect_lbry_files)\n log.debug(\"Download directory for EncryptedFileManager: %s\", str(self.download_directory))\n\n @defer.inlineCallbacks\n def setup(self):\n yield self._open_db()\n yield self._add_to_sd_identifier()\n yield self._start_lbry_files()\n if conf.settings['reflect_uploads']:\n safe_start_looping_call(self.lbry_file_reflector)\n\n def get_lbry_file_status(self, lbry_file):\n return self._get_lbry_file_status(lbry_file.rowid)\n\n def set_lbry_file_data_payment_rate(self, lbry_file, new_rate):\n \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n def change_lbry_file_status(self, lbry_file, status):\n log.debug(\"Changing status of %s to %s\", lbry_file.stream_hash, status)\n return self._change_file_status(lbry_file.rowid, status)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
914cfd2421dd20bdadd6d7150cecf300e7699605
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import sys import re import logging p4_logger = logging.getLogger("Perforce") # Import app specific utilities, maya opens scenes differently than nuke etc # Are we in maya or nuke? if re.match( "maya", os.path.basename( sys.executable ), re.I ): p4_logger.info("Configuring for Maya") # Complete this line elif re.match( "nuke", os.path.basename( sys.executable ), re.I ): p4_logger.info("Configuring for Nuke") from NukeUtils import * else: p4_logger.warning("Couldn't find app configuration") raise ImportError("No supported applications found that this plugin can interface with")
|
The missing line is: from MayaUtils import *
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 623
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\r\nimport sys\r\nimport re\r\nimport logging\r\n\r\np4_logger = logging.getLogger(\"Perforce\")\r\n\r\n# Import app specific utilities, maya opens scenes differently than nuke etc\r\n# Are we in maya or nuke?\r\nif re.match( \"maya\", os.path.basename( sys.executable ), re.I ):\r\n\tp4_logger.info(\"Configuring for Maya\")\r\n # Complete this line\nelif re.match( \"nuke\", os.path.basename( sys.executable ), re.I ):\r\n\tp4_logger.info(\"Configuring for Nuke\")\r\n\tfrom NukeUtils import *\r\nelse:\r\n\tp4_logger.warning(\"Couldn't find app configuration\")\r\n\traise ImportError(\"No supported applications found that this plugin can interface with\")"}, {"role": "assistant", "content": "The missing line is:\n\tfrom MayaUtils import *"}]
| false
| null | null | null |
914dad243b4f6fd43e52b214d9db3b5771ad2444
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/python3 # # Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def build_input_fn(filename): """Builds the input funciton for training/evaluation. Args: filename (string): The path of the file that contains features and labels. This can be a Google Cloud Storage path (e.g. gs://...). """ def input_fn(): """Input function to be used by the classifier.""" def parse(serialized_example): """Parses a single tensorflow example.""" def parse_feature(features, key): features[key + 1] = tf.FixedLenFeature([], tf.int64) return features data = tf.parse_single_example(serialized_example, features=reduce(parse_feature, FEATURE_KEYS + LABEL_KEYS, {})) features = [tf.convert_to_tensor(tf.cast(data[key], tf.int32)) for key in FEATURE_KEYS] labels = [tf.convert_to_tensor(tf.cast(data[key], tf.int32)) for key in LABEL_KEYS] return features, labels dataset = tf.data.TFRecordDataset(filename, buffer_size=DS_BUFFER_SIZE) dataset = dataset.map(parse).cache().repeat() dataset = dataset.batch(FLAGS.batch_size) features, labels = dataset.make_one_shot_iterator().get_next() # Slice features into a dictionary which is expected by the classifier. features = tf.transpose(features) def map_feature(dict, idx): """Maps individual features into a dictionary.""" dict[FEATURE_KEYS[idx]] = tf.transpose( tf.nn.embedding_lookup(features, [idx])) return dict return reduce(map_feature, list(range(len(FEATURE_KEYS))), {}), labels return input_fn def build_serving_input_receiver_fn(): """Builds a serving_input_receiver_fn which takes JSON as input.""" def serving_input_receiver_fn(): def add_input(inputs, feature): inputs[feature] = tf.placeholder(shape=[None], dtype=tf.int32) return inputs inputs = reduce(add_input, FEATURE_KEYS, {}) return tf.estimator.export.ServingInputReceiver(inputs, inputs) return serving_input_receiver_fn ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 33 Buggy code: features[key + 1] = tf.FixedLenFeature([], tf.int64) Should be: features[key] = tf.FixedLenFeature([], tf.int64) Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
|
advanced
|
api
|
logical_errors
|
Pythoncode:Python
| 8
| 0
| 2,607
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/python3\n#\n# Copyright 2018 Google LLC\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\ndef build_input_fn(filename):\n \"\"\"Builds the input funciton for training/evaluation.\n\n Args:\n filename (string): The path of the file that contains features and\n labels. This can be a Google Cloud Storage path (e.g. gs://...).\n \"\"\"\n\n def input_fn():\n \"\"\"Input function to be used by the classifier.\"\"\"\n\n def parse(serialized_example):\n \"\"\"Parses a single tensorflow example.\"\"\"\n\n def parse_feature(features, key):\n features[key + 1] = tf.FixedLenFeature([], tf.int64)\n return features\n\n data = tf.parse_single_example(serialized_example,\n features=reduce(parse_feature, FEATURE_KEYS + LABEL_KEYS, {}))\n\n features = [tf.convert_to_tensor(tf.cast(data[key], tf.int32))\n for key in FEATURE_KEYS]\n labels = [tf.convert_to_tensor(tf.cast(data[key], tf.int32))\n for key in LABEL_KEYS]\n return features, labels\n\n dataset = tf.data.TFRecordDataset(filename, buffer_size=DS_BUFFER_SIZE)\n dataset = dataset.map(parse).cache().repeat()\n dataset = dataset.batch(FLAGS.batch_size)\n features, labels = dataset.make_one_shot_iterator().get_next()\n\n # Slice features into a dictionary which is expected by the classifier.\n features = tf.transpose(features)\n def map_feature(dict, idx):\n \"\"\"Maps individual features into a dictionary.\"\"\"\n dict[FEATURE_KEYS[idx]] = tf.transpose(\n tf.nn.embedding_lookup(features, [idx]))\n return dict\n\n return reduce(map_feature, list(range(len(FEATURE_KEYS))), {}), labels\n return input_fn\n\n\ndef build_serving_input_receiver_fn():\n \"\"\"Builds a serving_input_receiver_fn which takes JSON as input.\"\"\"\n def serving_input_receiver_fn():\n\n def add_input(inputs, feature):\n inputs[feature] = tf.placeholder(shape=[None], dtype=tf.int32)\n return inputs\n\n inputs = reduce(add_input, FEATURE_KEYS, {})\n return tf.estimator.export.ServingInputReceiver(inputs, inputs)\n return serving_input_receiver_fn\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 33\n\n Buggy code:\n features[key + 1] = tf.FixedLenFeature([], tf.int64)\n\n Should be:\n features[key] = tf.FixedLenFeature([], tf.int64)\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
|
914ea6fbc1fedc5c88691906b2f1c1f56a6d040c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import json import re from django.conf import settings import requests from webui.exceptions import BadRequestException, UnauthorizedException, ServerErrorException, RedirectException, \ def validate_response(response): if 200 <= response.status_code < 300: return True return False def status_code_to_exception(status_code): if status_code == 400: return BadRequestException() if status_code == 401: return UnauthorizedException() if status_code == 404: return NotFoundException() if status_code >= 500: return ServerErrorException() if 300 <= status_code < 400: return RedirectException() return UnexpectedException() def get_resource_id_or_raise_exception(resource_name, response): if not validate_response(response): exception = status_code_to_exception(response.status_code) exception.message = response.text raise exception location = response.headers.get('location') pattern = '.+{}\/(?P<id>\w+)'.format(resource_name) p = re.compile(pattern) m = p.match(location) try: resource_id = m.group('id') return resource_id except: return UnexpectedException('Could not get the resource ID from the response.') class Base(object): def __init__(self, auth_token=None): self.auth_token = auth_token def get_url(self, extra=''): return '{base_url}{endpoint}{extra}'.format(base_url=settings.API_BASE_URL, endpoint=object.__getattribute__(self, '__endpoint__'), extra=extra) class Session(Base): __endpoint__ = '/session/' __resourcename__ = 'session' def create(self, data): url = self.get_url() headers = {'X-Auth-Token': self.auth_token} response = requests.post(url, headers=headers, data=json.dumps(data)) resource_id = get_resource_id_or_raise_exception(self.__resourcename__, response) return resource_id def get(self, resource_id): url = self.get_url(extra=str(resource_id)) headers = {'X-Auth-Token': self.auth_token} response = requests.get(url, headers=headers) if not validate_response(response): exception = status_code_to_exception(response.status_code) exception.message = response.text raise exception session = json.loads(response.text) return session def start(self, resource_id): url = self.get_url(extra='{}/{}/'.format(resource_id, 'start')) headers = {'X-Auth-Token': self.auth_token} response = requests.post(url, headers=headers) if not validate_response(response): exception = status_code_to_exception(response.status_code) exception.message = response.text raise exception ... [35 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 6: from webui.exceptions import BadRequestException, UnauthorizedException, ServerErrorException, RedirectException, \ def validate_response(response): Fixes: • Complete the expression on the last line • Review syntax near the error location
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 8
| 2
| 2,954
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport json\nimport re\nfrom django.conf import settings\nimport requests\nfrom webui.exceptions import BadRequestException, UnauthorizedException, ServerErrorException, RedirectException, \\\ndef validate_response(response):\n if 200 <= response.status_code < 300:\n return True\n return False\n\n\ndef status_code_to_exception(status_code):\n if status_code == 400:\n return BadRequestException()\n if status_code == 401:\n return UnauthorizedException()\n if status_code == 404:\n return NotFoundException()\n if status_code >= 500:\n return ServerErrorException()\n if 300 <= status_code < 400:\n return RedirectException()\n return UnexpectedException()\n\n\n def get_resource_id_or_raise_exception(resource_name, response):\n if not validate_response(response):\n exception = status_code_to_exception(response.status_code)\n exception.message = response.text\n raise exception\n location = response.headers.get('location')\n pattern = '.+{}\\/(?P<id>\\w+)'.format(resource_name)\n p = re.compile(pattern)\n m = p.match(location)\n try:\n resource_id = m.group('id')\n return resource_id\n except:\n return UnexpectedException('Could not get the resource ID from the response.')\n\n\nclass Base(object):\n def __init__(self, auth_token=None):\n self.auth_token = auth_token\n\n def get_url(self, extra=''):\n return '{base_url}{endpoint}{extra}'.format(base_url=settings.API_BASE_URL,\n endpoint=object.__getattribute__(self, '__endpoint__'),\n extra=extra)\n\n\nclass Session(Base):\n __endpoint__ = '/session/'\n __resourcename__ = 'session'\n\n def create(self, data):\n url = self.get_url()\n headers = {'X-Auth-Token': self.auth_token}\n response = requests.post(url, headers=headers, data=json.dumps(data))\n resource_id = get_resource_id_or_raise_exception(self.__resourcename__, response)\n return resource_id\n\n def get(self, resource_id):\n url = self.get_url(extra=str(resource_id))\n headers = {'X-Auth-Token': self.auth_token}\n response = requests.get(url, headers=headers)\n if not validate_response(response):\n exception = status_code_to_exception(response.status_code)\n exception.message = response.text\n raise exception\n session = json.loads(response.text)\n return session\n\n def start(self, resource_id):\n url = self.get_url(extra='{}/{}/'.format(resource_id, 'start'))\n headers = {'X-Auth-Token': self.auth_token}\n response = requests.post(url, headers=headers)\n if not validate_response(response):\n exception = status_code_to_exception(response.status_code)\n exception.message = response.text\n raise exception\n\n\n ... [35 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 Invalid syntax at line 6: from webui.exceptions import BadRequestException, UnauthorizedException, ServerErrorException, RedirectException, \\\ndef validate_response(response):\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
914f974905119aa6df33b733c4b0cd0e4954c272
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2021, Yahoo # Licensed under the terms of the Apache 2.0 license. See the LICENSE file in the project root for terms import time from typing import Dict, List, Optional, Type from pydantic import validate_arguments from ...app_logger import AppLogger from ...testplan import SystemState from ...testplan.schema import TestPlan
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 342
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2021, Yahoo\n# Licensed under the terms of the Apache 2.0 license. See the LICENSE file in the project root for terms\nimport time\nfrom typing import Dict, List, Optional, Type\n\nfrom pydantic import validate_arguments\n\nfrom ...app_logger import AppLogger\nfrom ...testplan import SystemState\nfrom ...testplan.schema import TestPlan"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91504bbaea6d8835c5bee931052df81b48164c98
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- from vimeodl import __version__ from vimeodl.vimeo import VimeoLinkExtractor, VimeoDownloader def test_version(): assert __version__ == '0.1.0' def test_vimeo_link_extractor(): vm = VimeoLinkExtractor() vm.extract()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 12
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 277
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nfrom vimeodl import __version__\nfrom vimeodl.vimeo import VimeoLinkExtractor, VimeoDownloader\n\ndef test_version():\n assert __version__ == '0.1.0'\n\ndef test_vimeo_link_extractor():\n vm = VimeoLinkExtractor()\n vm.extract()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12"}]
| false
| null | null | null |
9150df9e1d1933653f868e837eeb00ed20e37c8b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python3 # Copyright 2004-present Facebook. All Rights Reserved. import asyncio import functools import inspect from contextlib import contextmanager from typing import ( class NodeTestHarness(Generic[N]): """ Utility class for testing Labgraph nodes. This allows a user to test some behavior of a node in an asyncio event loop, with the harness taking care of setting up and cleaning up the node. Args: node_type: The type of node this harness will test. """ def __init__(self, node_type: Type[N]) -> None: self.node_type: Type[N] = node_type @contextmanager def get_node( self, config: Optional[Config] = None, state: Optional[State] = None ) -> Iterator[N]: """ Context manager to create, configure and yield a node of specified type. Node is cleaned up when the context manager exits. Args: config: The configuration to set on the node, if provided. state: The state to set on the Node, if provided. """ Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python3 # Copyright 2004-present Facebook. All Rights Reserved. import asyncio import functools import inspect from contextlib import contextmanager from typing import ( class NodeTestHarness(Generic[N]): """ Utility class for testing Labgraph nodes. This allows a user to test some behavior of a node in an asyncio event loop, with the harness taking care of setting up and cleaning up the node. Args: node_type: The type of node this harness will test. """ def __init__(self, node_type: Type[N]) -> None: self.node_type: Type[N] = node_type Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 6
| 1
| 1,054
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright 2004-present Facebook. All Rights Reserved.\n\nimport asyncio\nimport functools\nimport inspect\nfrom contextlib import contextmanager\nfrom typing import (\nclass NodeTestHarness(Generic[N]):\n \"\"\"\n Utility class for testing Labgraph nodes. This allows a user to test some behavior\n of a node in an asyncio event loop, with the harness taking care of setting up and\n cleaning up the node.\n\n Args:\n node_type: The type of node this harness will test.\n \"\"\"\n\n def __init__(self, node_type: Type[N]) -> None:\n self.node_type: Type[N] = node_type\n\n @contextmanager\n def get_node(\n self, config: Optional[Config] = None, state: Optional[State] = None\n ) -> Iterator[N]:\n \"\"\"\n Context manager to create, configure and yield a node of specified type.\n Node is cleaned up when the context manager exits.\n\n Args:\n config: The configuration to set on the node, if provided.\n state: The state to set on the Node, if provided.\n \"\"\"\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python3\n# Copyright 2004-present Facebook. All Rights Reserved.\n\nimport asyncio\nimport functools\nimport inspect\nfrom contextlib import contextmanager\nfrom typing import (\nclass NodeTestHarness(Generic[N]):\n \"\"\"\n Utility class for testing Labgraph nodes. This allows a user to test some behavior\n of a node in an asyncio event loop, with the harness taking care of setting up and\n cleaning up the node.\n\n Args:\n node_type: The type of node this harness will test.\n \"\"\"\n\n def __init__(self, node_type: Type[N]) -> None:\n self.node_type: Type[N] = node_type\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
915138c1e205dea19655e55c824d89b847b800d5
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import pygame import sys pygame.init() clock = pygame.time.Clock() screen = pygame.display.set_mode([500, 500]) gameOn = True x1 = 0 y1 = 100 x2 = 100 y2 = 0 while gameOn == True: screen.fill([255,255,255]) for event in pygame.event.get(): if event.type == pygame.QUIT: pygame.quit() sys.exit() if x1 == 500: moveRight = False elif x1 == 0: moveRight = True i ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: moveDown = False elif y2 == 0: moveDown = True if moveRight:
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 440
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport pygame\nimport sys\n\npygame.init()\nclock = pygame.time.Clock()\n\nscreen = pygame.display.set_mode([500, 500])\n\ngameOn = True\nx1 = 0\ny1 = 100\nx2 = 100\ny2 = 0\nwhile gameOn == True:\n screen.fill([255,255,255])\n for event in pygame.event.get():\n if event.type == pygame.QUIT:\n pygame.quit()\n sys.exit()\n \n if x1 == 500:\n moveRight = False\n elif x1 == 0:\n moveRight = True\n \n i\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 moveDown = False\n elif y2 == 0:\n moveDown = True\n \n if moveRight:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9151eafe84027e81a61010f1c158d9786b978a93
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import numpy as np import torch import matplotlib.pyplot as plt from torch import optim, nn from pytorch.xor.multilayer_perceptron import MultilayerPerceptron from pytorch.xor.utils import LABELS, get_toy_data, visualize_results, plot_intermediate_representations def early_termination(loss_change, change_threshold, epoch, max_epochs): terminate_for_loss_change = loss_change < change_threshold terminate_for_epochs = epoch > max_epochs # return terminate_for_loss_change or return terminate_for_epochs while not early_termination(loss_change, change_threshold, epoch, max_epochs): for _ in range(n_batches): # step 0: fetch the data x_data, y_target = get_toy_data(batch_size) # step 1: zero the gradients mlp1.zero_grad() # step 2: run the forward pass y_pred = mlp1(x_data).squeeze() # step 3: compute the loss loss = cross_ent_loss(y_pred, y_target.long()) # step 4: compute the backward pass loss.backward() # step 5: have the optimizer take an optimization step optimizer.step() # auxillary: bookkeeping loss_value = loss.item() losses.append(loss_value) loss_change = abs(last_loss - loss_value) last_loss = loss_value print("epoch: {}: loss_value: {}".format(epoch, loss_value)) fig, ax = plt.subplots(1, 1, figsize=(10, 5)) visualize_results(mlp1, x_data_static, y_truth_static, ax=ax, epoch=epoch, title=f"{loss_value:0.2f}; {loss_change:0.4f}") plt.axis('off') epoch += 1 all_imagefiles.append(f'images/perceptron_epoch{epoch}_toylearning.png') plt.savefig(all_imagefiles[-1]) _, ax = plt.subplots(1,1,figsize=(10,5)) visualize_results(mlp1, x_data_static, y_truth_static, epoch=None, levels=[0.5], ax=ax) plt.axis('off'); plt.savefig('images/perceptron_final.png') plot_intermediate_representations(mlp1, "The Perceptron's Input and Intermediate Representation", figsize=(9, 3)) plt.savefig("images/perceptron_intermediate.png") plt.savefig("images/figure_4_5.pdf")
|
Code Review: ❌ Critical issues: Unterminated string literal at line 59 ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 20 Unexpected indentation at line 23 Unexpected indentation at line 26 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 59 Unexpected indentation at line 60 ✨ Improvements: Add closing quote at line 59 Remove debug print() at line 44 before production
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 1
| 0
| 2,167
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nimport torch\nimport matplotlib.pyplot as plt\nfrom torch import optim, nn\n\nfrom pytorch.xor.multilayer_perceptron import MultilayerPerceptron\nfrom pytorch.xor.utils import LABELS, get_toy_data, visualize_results, plot_intermediate_representations\n\ndef early_termination(loss_change, change_threshold, epoch, max_epochs):\n terminate_for_loss_change = loss_change < change_threshold\n terminate_for_epochs = epoch > max_epochs\n\n # return terminate_for_loss_change or\n return terminate_for_epochs\n\n\nwhile not early_termination(loss_change, change_threshold, epoch, max_epochs):\n for _ in range(n_batches):\n # step 0: fetch the data\n x_data, y_target = get_toy_data(batch_size)\n\n # step 1: zero the gradients\n mlp1.zero_grad()\n\n # step 2: run the forward pass\n y_pred = mlp1(x_data).squeeze()\n\n # step 3: compute the loss\n loss = cross_ent_loss(y_pred, y_target.long())\n\n # step 4: compute the backward pass\n loss.backward()\n\n # step 5: have the optimizer take an optimization step\n optimizer.step()\n\n # auxillary: bookkeeping\n loss_value = loss.item()\n\n losses.append(loss_value)\n loss_change = abs(last_loss - loss_value)\n last_loss = loss_value\n\n print(\"epoch: {}: loss_value: {}\".format(epoch, loss_value))\n fig, ax = plt.subplots(1, 1, figsize=(10, 5))\n visualize_results(mlp1, x_data_static, y_truth_static, ax=ax, epoch=epoch,\n title=f\"{loss_value:0.2f}; {loss_change:0.4f}\")\n plt.axis('off')\n epoch += 1\n all_imagefiles.append(f'images/perceptron_epoch{epoch}_toylearning.png')\n plt.savefig(all_imagefiles[-1])\n\n_, ax = plt.subplots(1,1,figsize=(10,5))\nvisualize_results(mlp1, x_data_static, y_truth_static, epoch=None, levels=[0.5], ax=ax)\nplt.axis('off');\nplt.savefig('images/perceptron_final.png')\n\nplot_intermediate_representations(mlp1,\n \"The Perceptron's Input and Intermediate Representation\",\n figsize=(9, 3))\nplt.savefig(\"images/perceptron_intermediate.png\")\nplt.savefig(\"images/figure_4_5.pdf\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 59\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 20\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 Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n\n\u2728 Improvements:\n Add closing quote at line 59\n Remove debug print() at line 44 before production"}]
| false
| null | null | null |
91522a760e718a02b548df8a5987a17cb9ed54b7
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import json import mock from django.core.urlresolvers import reverse from pymongo.errors import ServerSelectionTimeoutError from analytics.models import CourseReport from core.common.mongo import c_onboarding_status, _conn from core.common import onboarding from ct.models import UnitLesson, StudentError from ctms.tests import MyTestCase def test_health_positive(client, db): result = client.get(HEALTH_URL) assert result.status_code == 200 assert 'ok' in json.loads(result.content) def test_health_non_ok(client, db, mocker): """ Ping and Stats Mongo command return non ok results. """ do_health = mocker.patch('api.v0.views.do_health') do_health.return_value = {}, {} result = client.get(HEALTH_URL) assert result.status_code == 503 def test_health_exception(client, db, mocker): """ Mongo query raises exception. """ do_health = mocker.patch('api.v0.views.do_health') do_health.side_effect = ServerSelectionTimeoutError() result = client.get(HEALTH_URL) assert result.status_code == 503 class TestOnboardingStatus(MyTestCase): namespace = 'api:v0:onboarding-status' def setUp(self): super(TestOnboardingStatus, self).setUp() # # Hack: remove all test_ databases before test # for db in _conn.connector.list_databases(): # if 'test_' in db.get('name') and: # _conn.connector.drop_database(db.get('name')) self.data = { onboarding.USER_ID: self.user.id, onboarding.STEP_1: False, onboarding.STEP_2: False, onboarding.STEP_3: False, onboarding.STEP_4: False, } def test_put_valid_data(self): data_to_update = {onboarding.STEP_2: True} c_onboarding_status().remove() c_onboarding_status().insert(self.data.copy()) ensure_saved = c_onboarding_status().find_one({onboarding.USER_ID: self.user.id}, {'_id': False}) self.assertEqual(ensure_saved, self.data) self.assertEqual(self.client.login(username=self.username, password=self.password), True) response = self.client.put( reverse('api:v0:onboarding-status'), data=json.dumps(data_to_update), content_type="application/json" ) data = self.data.copy() self.assertEqual(response.status_code, 200) data.update(data_to_update) mongo_data = c_onboarding_status().find_one({onboarding.USER_ID: self.user.id}, {'_id': False}) self.assertEqual(mongo_data, data) ... [23 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 5
| 1
| 2,629
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport json\nimport mock\n\nfrom django.core.urlresolvers import reverse\n\nfrom pymongo.errors import ServerSelectionTimeoutError\n\n\nfrom analytics.models import CourseReport\nfrom core.common.mongo import c_onboarding_status, _conn\nfrom core.common import onboarding\nfrom ct.models import UnitLesson, StudentError\nfrom ctms.tests import MyTestCase\n\n\ndef test_health_positive(client, db):\n result = client.get(HEALTH_URL)\n\n assert result.status_code == 200\n assert 'ok' in json.loads(result.content)\n\n\ndef test_health_non_ok(client, db, mocker):\n \"\"\"\n Ping and Stats Mongo command return non ok results.\n \"\"\"\n do_health = mocker.patch('api.v0.views.do_health')\n do_health.return_value = {}, {}\n\n result = client.get(HEALTH_URL)\n\n assert result.status_code == 503\n\n\ndef test_health_exception(client, db, mocker):\n \"\"\"\n Mongo query raises exception.\n \"\"\"\n do_health = mocker.patch('api.v0.views.do_health')\n do_health.side_effect = ServerSelectionTimeoutError()\n\n result = client.get(HEALTH_URL)\n\n assert result.status_code == 503\n\n\nclass TestOnboardingStatus(MyTestCase):\n\n namespace = 'api:v0:onboarding-status'\n\n def setUp(self):\n super(TestOnboardingStatus, self).setUp()\n\n # # Hack: remove all test_ databases before test\n # for db in _conn.connector.list_databases():\n # if 'test_' in db.get('name') and:\n # _conn.connector.drop_database(db.get('name'))\n\n self.data = {\n onboarding.USER_ID: self.user.id,\n onboarding.STEP_1: False,\n onboarding.STEP_2: False,\n onboarding.STEP_3: False,\n onboarding.STEP_4: False,\n }\n\n def test_put_valid_data(self):\n\n data_to_update = {onboarding.STEP_2: True}\n\n c_onboarding_status().remove()\n\n c_onboarding_status().insert(self.data.copy())\n\n ensure_saved = c_onboarding_status().find_one({onboarding.USER_ID: self.user.id}, {'_id': False})\n\n self.assertEqual(ensure_saved, self.data)\n\n self.assertEqual(self.client.login(username=self.username, password=self.password), True)\n response = self.client.put(\n reverse('api:v0:onboarding-status'),\n data=json.dumps(data_to_update),\n content_type=\"application/json\"\n )\n data = self.data.copy()\n self.assertEqual(response.status_code, 200)\n data.update(data_to_update)\n mongo_data = c_onboarding_status().find_one({onboarding.USER_ID: self.user.id}, {'_id': False})\n\n self.assertEqual(mongo_data, data)\n\n\n ... [23 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
91539993c3d566be3d6ad8bdfd6ab2f85574f003
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Django settings for signbank project. import os from signbank.settings.server Error: SyntaxError / EOF
|
Fixed Code: # Django settings for signbank project. import os from signbank.settings.server_specific import * from datetime import datetime Explanation: Complete the truncated code structure
|
beginner
|
general
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 79
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Django settings for signbank project.\nimport os\nfrom signbank.settings.server\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Django settings for signbank project.\nimport os\nfrom signbank.settings.server_specific import *\nfrom datetime import datetime\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9153c783ea6530b33a82747aab7d0a7d6aae69be
|
TheStack--python--000.parquet
|
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