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Review this Pythoncode:Python code: #! /usr/bin/doit -f # https://pydoit.org # `pip install [--user] doit` adds `doit.exe` to the PATH # - Note `doit auto`, the file watcher only works on Linux/Mac # - All commands are relative to dodo.py (doit runs in the working dir of dodo.py # even if ran from a different directory `doit -f path/to/dodo.py`) from glob import glob import json from os import environ from os.path import abspath, basename, dirname, exists, expanduser, join, splitext from shutil import copyfile from typing import Iterator, List, NewType, Optional from doit.tools import title_with_actions def bml_include_dependencies(bml_path: Path) -> List[Path]: # bml files can include others, so spend time scanning every bml file # for new include directives every time a bml file is saved def includes(file_handle) -> Iterator[Path]: for line in file_handle.readlines(): line = line.strip() if line.startswith("#INCLUDE"): include_directive_tokens = line.split(maxsplit=1) if len(include_directive_tokens) > 1: # We assume the file name is not quoted, just a free form path string included_file = include_directive_tokens[1].strip() yield Path(included_file) with open(bml_path, encoding='utf-8') as f: unique_deps = {include for include in includes(f) if include != bml_path} return list(unique_deps) def read_bml_includes_cache(bml_path: Path) -> Optional[List[Path]]: if not exists(bml_includes_cache_file): return None with open(bml_includes_cache_file, encoding='utf-8') as f: try: existing_deps = json.load(f) except Exception: # Manually edited messed up json perhaps return None if bml_path in existing_deps: return existing_deps[bml_path] else: return None # Manually edited perhaps (assuming we got the task order correct) def update_bml_includes_cache(bml_path: Path, bml_deps: List[Path]): existing_deps = {} if exists(bml_includes_cache_file): with open(bml_includes_cache_file, encoding='utf-8') as f: try: existing_deps = json.load(f) except Exception: pass existing_deps[bml_path] = bml_deps with open(bml_includes_cache_file, "w", encoding='utf-8') as f: json.dump(existing_deps, f, indent=4) def task_bml_include_cache(): """Populate the bml include cache.""" input_bml_file_paths = glob("*.bml") ... [7 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 71: ... [7 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 31 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 47 Unexpected indentation at line 53 Unexpected indentation at line 57 Unexpected indentation at line 68 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 5
| 0
| 2,615
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#! /usr/bin/doit -f\n# https://pydoit.org\n# `pip install [--user] doit` adds `doit.exe` to the PATH\n# - Note `doit auto`, the file watcher only works on Linux/Mac\n# - All commands are relative to dodo.py (doit runs in the working dir of dodo.py\n# even if ran from a different directory `doit -f path/to/dodo.py`)\nfrom glob import glob\nimport json\nfrom os import environ\nfrom os.path import abspath, basename, dirname, exists, expanduser, join, splitext\nfrom shutil import copyfile\nfrom typing import Iterator, List, NewType, Optional\n\nfrom doit.tools import title_with_actions\n\ndef bml_include_dependencies(bml_path: Path) -> List[Path]:\n # bml files can include others, so spend time scanning every bml file\n # for new include directives every time a bml file is saved\n def includes(file_handle) -> Iterator[Path]:\n for line in file_handle.readlines():\n line = line.strip()\n if line.startswith(\"#INCLUDE\"):\n include_directive_tokens = line.split(maxsplit=1)\n if len(include_directive_tokens) > 1:\n # We assume the file name is not quoted, just a free form path string\n included_file = include_directive_tokens[1].strip()\n yield Path(included_file)\n\n with open(bml_path, encoding='utf-8') as f:\n unique_deps = {include for include in includes(f) if include != bml_path}\n return list(unique_deps)\n\n\ndef read_bml_includes_cache(bml_path: Path) -> Optional[List[Path]]:\n if not exists(bml_includes_cache_file):\n return None\n\n with open(bml_includes_cache_file, encoding='utf-8') as f:\n try:\n existing_deps = json.load(f)\n except Exception:\n # Manually edited messed up json perhaps\n return None\n\n if bml_path in existing_deps:\n return existing_deps[bml_path]\n else:\n return None # Manually edited perhaps (assuming we got the task order correct)\n\n\ndef update_bml_includes_cache(bml_path: Path, bml_deps: List[Path]):\n existing_deps = {}\n if exists(bml_includes_cache_file):\n with open(bml_includes_cache_file, encoding='utf-8') as f:\n try:\n existing_deps = json.load(f)\n except Exception:\n pass\n\n existing_deps[bml_path] = bml_deps\n\n with open(bml_includes_cache_file, \"w\", encoding='utf-8') as f:\n json.dump(existing_deps, f, indent=4)\n\n\ndef task_bml_include_cache():\n \"\"\"Populate the bml include cache.\"\"\"\n input_bml_file_paths = glob(\"*.bml\")\n\n\n ... [7 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 71: ... [7 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 31\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 47\n Unexpected indentation at line 53\n Unexpected indentation at line 57\n Unexpected indentation at line 68\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
b9044d615f386c353b51176e0cfb09ae8fe5c1b6
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class EmptyFileError(Exception): pass filenames = ["myfile1", "nonExistent", "emptyFile", "myfile2"] for file in filenames: try: f = open(file, 'r') line = f.readline() if line == "": f.close() raise EmptyFileError("%s: is empty" % file) # except IOError as error: # print("%s: could not be opened: %s" % (file, error.strerror) ## except EmptyFileError as error: # print(error) # else: # print("%s: %s" % (file, f.readline())) # finally: # print("Done processing", file) Error: SyntaxError: unterminated string literal
|
Fixed Code: class EmptyFileError(Exception): pass filenames = ["myfile1", "nonExistent", "emptyFile", "myfile2"] for file in filenames: try: f = open(file, 'r') line = f.readline() if line == "": f.close() raise EmptyFileError("%s: is empty" % file) # except IOError as error: # print("%s: could not be opened: %s" % (file, error.strerror) ## except EmptyFileError as error: # print(error) # else: # print("%s: %s" % (file, f.readline())) # finally: # print("Done processing", file) Explanation: Close the string literal with matching quote
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 620
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass EmptyFileError(Exception):\n pass\nfilenames = [\"myfile1\", \"nonExistent\", \"emptyFile\", \"myfile2\"]\nfor file in filenames:\n try:\n f = open(file, 'r')\n line = f.readline()\n if line == \"\":\n f.close()\n raise EmptyFileError(\"%s: is empty\" % file)\n # except IOError as error:\n# print(\"%s: could not be opened: %s\" % (file, error.strerror)\n ## except EmptyFileError as error:\n# print(error)\n# else:\n# print(\"%s: %s\" % (file, f.readline()))\n# finally:\n# print(\"Done processing\", file)\n\n\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass EmptyFileError(Exception):\n pass\nfilenames = [\"myfile1\", \"nonExistent\", \"emptyFile\", \"myfile2\"]\nfor file in filenames:\n try:\n f = open(file, 'r')\n line = f.readline()\n if line == \"\":\n f.close()\n raise EmptyFileError(\"%s: is empty\" % file)\n # except IOError as error:\n# print(\"%s: could not be opened: %s\" % (file, error.strerror)\n ## except EmptyFileError as error:\n# print(error)\n# else:\n# print(\"%s: %s\" % (file, f.readline()))\n# finally:\n# print(\"Done processing\", file)\n\n\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
b904eadc54bfc2aeedb89068e48092d072692ffd
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Crumbling In # Like randomised coloured dots and then they # increase on both sides getting closer and closer into the middle. import sys, traceback, random from numpy import array,full class animation(): def __init__(self,datastore): self.max_led = datastore.LED_COUNT self.pos = 0 self.direction=0 self.cols = [ \ [255,0,0,0], \ [0,255,0,0], \ [0,0,255,0], \ [0,0,0,255], \ [255,255,0,0], \ [255,0,255,0], \ [0,255,255,0], \ [0,0,255,64], \ ] self.row=full((self.max_led,4),0) def emit_row(self): try: if self.pos >= self.max_led/2: self.direction=1 if self.pos <= 0: self.direction=0 col=self.cols[random.randint(0,7)] if self.direction==1: col=[0,0,0,0] self.row[self.pos]=col self.row[(self.max_led-1)-self.pos]=col if self.direction==0: self.pos+=1 else: self.pos-=1 return self.row except Exception as err: print(err) traceback.print_exc(file=sys.stdout)
|
Code Review: ⚠️ 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 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 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 38 Unexpected indentation at line 42 Unexpected indentation at line 44 Potential division by zero - add validation ✨ Improvements: Add docstring to class 'animation' Add docstring to function '__init__' Remove debug print() at line 43 before production
|
advanced
|
oop
|
code_review
|
Pythoncode:Python
| 2
| 1
| 1,288
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Crumbling In\n# Like randomised coloured dots and then they\n# increase on both sides getting closer and closer into the middle.\n\nimport sys, traceback, random\nfrom numpy import array,full\n\nclass animation():\n def __init__(self,datastore):\n self.max_led = datastore.LED_COUNT\n self.pos = 0\n self.direction=0\n self.cols = [ \\\n [255,0,0,0], \\\n [0,255,0,0], \\\n [0,0,255,0], \\\n [0,0,0,255], \\\n [255,255,0,0], \\\n [255,0,255,0], \\\n [0,255,255,0], \\\n [0,0,255,64], \\\n ]\n self.row=full((self.max_led,4),0)\n\n def emit_row(self):\n try:\n if self.pos >= self.max_led/2:\n self.direction=1\n if self.pos <= 0:\n self.direction=0\n col=self.cols[random.randint(0,7)]\n if self.direction==1:\n col=[0,0,0,0]\n self.row[self.pos]=col\n self.row[(self.max_led-1)-self.pos]=col\n if self.direction==0:\n self.pos+=1\n else:\n self.pos-=1\n\n return self.row\n except Exception as err:\n print(err)\n traceback.print_exc(file=sys.stdout)"}, {"role": "assistant", "content": " Code Review:\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 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 29\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 38\n Unexpected indentation at line 42\n Unexpected indentation at line 44\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add docstring to class 'animation'\n Add docstring to function '__init__'\n Remove debug print() at line 43 before production"}]
| false
| null | null | null |
b9058a9a6aeb7e495abc710b44e918cfdd30a156
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from __future__ import division from unittest import skipIf, TestCase import os from pandas import DataFrame import numpy as np from numpy.testing import assert_array_equal class BasePlotConfig(object): def test_creation_fails_if_no_df(self): with self.assertRaises(ValueError): config = self.configurator() config.to_dict() def test_bring_up(self): obj = self.configurator(data_source=TEST_DF) assert_obj_gui_works(obj) # Assertion utilities ----------------------------------------------------- def assert_editor_options(self, editor): editor_options = editor.values if self.numerical_cols_only: for col in editor_options: if col != "index": self.assertIn(TEST_DF[col].dtype, (np.int64, np.float64)) else: self.assertEqual(set(editor_options), set(TEST_DF.columns) | {"index"}) class BaseXYPlotConfig(BasePlotConfig): def test_plot_basic(self): config = self.configurator(data_source=TEST_DF, x_col_name="a", y_col_name="b") self.assertEqual(config.plot_type, self.basic_type) config_dict = config.to_di self.assertIsInstance(config_dict, dict) self.assertIn("x_arr", config_dict) assert_array_equal(config_dict["x_arr"], TEST_DF["a"].values) self.assertIn("y_arr", config_dict) assert_array_equal(config_dict["y_arr"], TEST_DF["b"].values) def test_data_choices(self): """ Make sure different configurators provide the right data choices. """ config = self.configurator(data_source=TEST_DF, x_col_name="a", y_col_name="b") view_items = config._data_selection_items() x_editor = view_items[0].content[0].editor self.assert_editor_options(x_editor) y_editor = view_items[1].content[0].editor self.assert_editor_options(y_editor) ... [31 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 47 • Block at line 32 has no indented body Fixes: • Complete the expression on the last line • Add closing quote at line 47 • Fix indentation to match Python syntax rules
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 5
| 2
| 2,066
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom __future__ import division\n\nfrom unittest import skipIf, TestCase\nimport os\nfrom pandas import DataFrame\nimport numpy as np\nfrom numpy.testing import assert_array_equal\n\nclass BasePlotConfig(object):\n def test_creation_fails_if_no_df(self):\n with self.assertRaises(ValueError):\n config = self.configurator()\n config.to_dict()\n\n def test_bring_up(self):\n obj = self.configurator(data_source=TEST_DF)\n assert_obj_gui_works(obj)\n\n # Assertion utilities -----------------------------------------------------\n\n def assert_editor_options(self, editor):\n editor_options = editor.values\n if self.numerical_cols_only:\n for col in editor_options:\n if col != \"index\":\n self.assertIn(TEST_DF[col].dtype, (np.int64, np.float64))\n else:\n self.assertEqual(set(editor_options),\n set(TEST_DF.columns) | {\"index\"})\n\n\nclass BaseXYPlotConfig(BasePlotConfig):\n\n def test_plot_basic(self):\n config = self.configurator(data_source=TEST_DF, x_col_name=\"a\",\n y_col_name=\"b\")\n self.assertEqual(config.plot_type, self.basic_type)\n\nconfig_dict = config.to_di\n self.assertIsInstance(config_dict, dict)\n self.assertIn(\"x_arr\", config_dict)\n assert_array_equal(config_dict[\"x_arr\"], TEST_DF[\"a\"].values)\n self.assertIn(\"y_arr\", config_dict)\n assert_array_equal(config_dict[\"y_arr\"], TEST_DF[\"b\"].values)\n\n def test_data_choices(self):\n \"\"\" Make sure different configurators provide the right data choices.\n \"\"\"\n config = self.configurator(data_source=TEST_DF, x_col_name=\"a\",\n y_col_name=\"b\")\n view_items = config._data_selection_items()\n x_editor = view_items[0].content[0].editor\n self.assert_editor_options(x_editor)\n y_editor = view_items[1].content[0].editor\n self.assert_editor_options(y_editor)\n\n\n ... [31 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 47\n \u2022 Block at line 32 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 47\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b905b9044ea31f3964e2eca2dbedd8cd13ec51f5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os.path from .. import * class TestMixed(IntegrationTest): def __init__(self, *args, **kwargs): super().__init__(os.path.join('languages', 'mixed'), *args, **kwargs) def test_build(self): self.build(executable('program')) self.assertOutput([executable('program')], 'hello from c++!\n') class TestMixedLibrary(IntegrationTest): def __init__(self, *args, **kwargs): super().__init__(os.path.join('languages', 'mixed_library'), *args, **kwargs) def test_build(self): self.build(executable('program')) self.assertOutput([executable('program')], 'hello, library!\n') @skip_if('fortran' not in test_features, 'skipping fortran tests') # XXX: This fails on macOS, probably because of a version mismatch somewhere. @skip_if(env.host_platform.genus == 'darwin', 'fortran on os x is weird') class TestMixedFortran(IntegrationTest): def __init__(self, *args, **kwargs): super().__init__(os.path.join('languages', 'mixed_fortran'), *args, **kwargs) def test_build(self): self.build(executable('program')) self.assertOutput([executable('program')], 'hello from f77!\n')
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 12 Unexpected indentation at line 18 Unexpected indentation at line 22 Unexpected indentation at line 31 Unexpected indentation at line 35 Avoid 'import *' at line 3 - import specific names ✨ Improvements: Add docstring to class 'TestMixed' Add docstring to class 'TestMixedLibrary' Add docstring to class 'TestMixedFortran'
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 6
| 3
| 1,220
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os.path\n\nfrom .. import *\n\n\nclass TestMixed(IntegrationTest):\n def __init__(self, *args, **kwargs):\n super().__init__(os.path.join('languages', 'mixed'), *args, **kwargs)\n\n def test_build(self):\n self.build(executable('program'))\n self.assertOutput([executable('program')], 'hello from c++!\\n')\n\n\nclass TestMixedLibrary(IntegrationTest):\n def __init__(self, *args, **kwargs):\n super().__init__(os.path.join('languages', 'mixed_library'), *args,\n **kwargs)\n\n def test_build(self):\n self.build(executable('program'))\n self.assertOutput([executable('program')], 'hello, library!\\n')\n\n\n@skip_if('fortran' not in test_features, 'skipping fortran tests')\n# XXX: This fails on macOS, probably because of a version mismatch somewhere.\n@skip_if(env.host_platform.genus == 'darwin', 'fortran on os x is weird')\nclass TestMixedFortran(IntegrationTest):\n def __init__(self, *args, **kwargs):\n super().__init__(os.path.join('languages', 'mixed_fortran'), *args,\n **kwargs)\n\n def test_build(self):\n self.build(executable('program'))\n self.assertOutput([executable('program')], 'hello from f77!\\n')"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 12\n Unexpected indentation at line 18\n Unexpected indentation at line 22\n Unexpected indentation at line 31\n Unexpected indentation at line 35\n Avoid 'import *' at line 3 - import specific names\n\n\u2728 Improvements:\n Add docstring to class 'TestMixed'\n Add docstring to class 'TestMixedLibrary'\n Add docstring to class 'TestMixedFortran'"}]
| false
| null | null | null |
b905bf0f95f0e168b31539b1c4fa3ef57493a4f1
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from collections import namedtuple # Basic example Point = namedtuple('Point', ['x', 'y']) p = Point(11, y=22) print(p[0] + p[1]) x, y = p print(x, y) print(p.x + p.y) print(Point(x=11, y=22)) from collections import namedtuple import csv f = open("users.csv", "r") next(f) reader = csv.reader(f) student_list = [] for row in reader: student_list.append(row) print(row) print(student_list) columns = ["user_id", "integration_id", "login_id", "password", "first_name", "last_name", "full_name", "sortable_name", "short_name", "email", "status"] Student = namedtuple('Student', columns) student_namedtupe_list = [] for row in student_list: student = Student(*row) student_namedtupe_list.append(student) print(student_namedtupe_list[0]) print(student_namedtupe_list[0].full_name)
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 821
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom collections import namedtuple\n\n# Basic example\nPoint = namedtuple('Point', ['x', 'y'])\np = Point(11, y=22)\nprint(p[0] + p[1])\n\nx, y = p\nprint(x, y)\nprint(p.x + p.y)\nprint(Point(x=11, y=22))\n\nfrom collections import namedtuple\nimport csv\nf = open(\"users.csv\", \"r\")\nnext(f)\nreader = csv.reader(f)\nstudent_list = []\nfor row in reader:\n student_list.append(row)\n print(row)\nprint(student_list)\n\ncolumns = [\"user_id\", \"integration_id\", \"login_id\", \"password\", \"first_name\",\n \"last_name\", \"full_name\", \"sortable_name\", \"short_name\",\n \"email\", \"status\"]\nStudent = namedtuple('Student', columns)\nstudent_namedtupe_list = []\nfor row in student_list:\n student = Student(*row)\n student_namedtupe_list.append(student)\nprint(student_namedtupe_list[0])\nprint(student_namedtupe_list[0].full_name)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b906c6820493a72163f757fe7ce4006f0287b820
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Profile mitmdump with apachebench and # yappi (https://code.google.com/p/yappi/) # # Requirements: # - Apache Bench "ab" binary # - pip install click yappi from mitmproxy.main import mitmdump from os import system from threading import Thread import time import yappi import click class ApacheBenchThread(Thread): def __init__(self, concurrency): self.concurrency = concurrency super().__init__() def run(self): time.sleep(2) system( "ab -n 1024 -c {} -X 127.0.0.1:8080 http://example.com/".format(self.concurrency)) @click.command() @click.option('--profiler', default="none", type=click.Choice(['none', 'yappi'])) @click.option('--clock-type', default="cpu", type=click.Choice(['wall', 'cpu'])) @click.option('--concurrency', default=1, type=click.INT) def main(profiler, clock_type, concurrency): outfile = "callgrind.mitmdump-{}-c{}".format(clock_type, concurrency) a = ApacheBenchThread(concurrency) a.start() if profiler == "yappi": yappi.set_clock_type(clock_type) yappi.start(addons=True) print("Start mitmdump...") mitmdump(["-k", "-q", "-S", "1024example"]) print("mitmdump stopped.") print("Save profile information...") if profiler == "yappi": yappi.stop() stats = yappi.get_func_stats() stats.save(outfile, type='callgrind') print("Done.") if __name__ == '__main__': main()
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Code analysis results: 🔴 Errors found: Block at line 4 has no indented body Block at line 17 has no indented body Block at line 33 has no indented body ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 36 💡 Suggestions: Add docstring to class 'ApacheBenchThread' Add docstring to function 'main' Remove debug print() at line 43 before production
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advanced
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api
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debugging
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Pythoncode:Python
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| 1
| 1,439
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Profile mitmdump with apachebench and\n# yappi (https://code.google.com/p/yappi/)\n#\n# Requirements:\n# - Apache Bench \"ab\" binary\n# - pip install click yappi\n\nfrom mitmproxy.main import mitmdump\nfrom os import system\nfrom threading import Thread\nimport time\n\nimport yappi\nimport click\n\n\nclass ApacheBenchThread(Thread):\n\n def __init__(self, concurrency):\n self.concurrency = concurrency\n super().__init__()\n\n def run(self):\n time.sleep(2)\n system(\n \"ab -n 1024 -c {} -X 127.0.0.1:8080 http://example.com/\".format(self.concurrency))\n\n\n@click.command()\n@click.option('--profiler', default=\"none\", type=click.Choice(['none', 'yappi']))\n@click.option('--clock-type', default=\"cpu\", type=click.Choice(['wall', 'cpu']))\n@click.option('--concurrency', default=1, type=click.INT)\ndef main(profiler, clock_type, concurrency):\n\n outfile = \"callgrind.mitmdump-{}-c{}\".format(clock_type, concurrency)\n a = ApacheBenchThread(concurrency)\n a.start()\n\n if profiler == \"yappi\":\n yappi.set_clock_type(clock_type)\n yappi.start(addons=True)\n\n print(\"Start mitmdump...\")\n mitmdump([\"-k\", \"-q\", \"-S\", \"1024example\"])\n print(\"mitmdump stopped.\")\n\n print(\"Save profile information...\")\n if profiler == \"yappi\":\n yappi.stop()\n stats = yappi.get_func_stats()\n stats.save(outfile, type='callgrind')\n print(\"Done.\")\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 4 has no indented body\n Block at line 17 has no indented body\n Block at line 33 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 36\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'ApacheBenchThread'\n Add docstring to function 'main'\n Remove debug print() at line 43 before production"}]
| false
| null | null | null |
b9078d0e4d15cf11492a86d93eb5a61b04a92b6f
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- def quiver(data, arrScale = 25.0, threshold = None, nthArr = 1, contourLevels = None, colbar = True, logscale = False, aspectratio='equal', colbar_orient = 'vertical', units = None): """ Generates a quiver plot of a 'data' xarray DataArray object (single frame from a dataset) Inputs: data - xarray DataArray of the type defined in pivpy, one of the frames in the Dataset selected by default using .isel(t=0) threshold - values above the threshold will be set equal to threshold arrScale - use to change arrow scales nthArr - use to plot only every nth arrow from the array contourLevels - use to specify the maximum value (abs) of contour plots colbar - True/False wether to generate a colorbar or not logscale - if true then colorbar is on log scale aspectratio - set auto or equal for the plot's apearence colbar_orient - 'horizontal' or 'vertical' orientation of the colorbar (if colbar is True) Outputs: none Usage: graphics.quiver(data, arrScale = 0.2, threshold = Inf, n) """ data = dataset_to_array(data) x = data.x y = data.y u = data.u v = data.v if units is not None: lUnits = units[0] # ['m' 'm' 'mm/s' 'mm/s'] velUnits = units[2] tUnits = velUnits.split('/')[1] # make it 's' or 'dt' else: lUnits, velUnits, tUnits = '', '', '' if threshold is not None: data['u'] = xr.where(data['u']>threshold, threshold, data['u']) data['v'] = xr.where(data['v']>threshold, threshold, data['v']) S = np.array(np.sqrt(u**2 + v**2)) fig = plt.get_fignums() if len(fig) == 0: # if no figure is open fig, ax = plt.subplots() # open a new figure else: ax = plt.gca() if contourLevels is None: levels = np.linspace(0, np.max(S.flatten()), 30) # default contour levels up to max of S else: levels = np.linspace(0, contourLevels, 30) if logscale: c = ax.contourf(x,y,S,alpha=0.8, cmap = plt.get_cmap("Blues"), levels = levels, norm = plt.colors.LogNorm()) else: c = ax.contourf(x,y,S,alpha=0.8, cmap = plt.get_cmap("Blues"), levels=levels) if colbar: cbar = plt.colorbar(c, orientation=colbar_orient) cbar.set_label(r'$\left| \, V \, \right|$ ['+ lUnits +' $\cdot$ '+ tUnits +'$^{-1}$]') ax.quiver(x[::nthArr],y[::nthArr], u[::nthArr,::nthArr],v[::nthArr,::nthArr],units='width', scale = np.max(S*arrScale),headwidth=2) ax.set_xlabel('x (' + lUnits + ')') ax.set_ylabel('y (' + lUnits + ')') ax.set_aspect(aspectratio) return fig,ax ... [7 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 5 Invalid syntax at line 77: ... [7 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 7 💡 Suggestions: Complete the expression on the last line Add closing quote at line 5 Review syntax near the error location
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intermediate
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database
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debugging
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Pythoncode:Python
| 1
| 0
| 2,937
| false
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef quiver(data, arrScale = 25.0, threshold = None, nthArr = 1, \n contourLevels = None, colbar = True, logscale = False,\n aspectratio='equal', colbar_orient = 'vertical', units = None):\n \"\"\"\n Generates a quiver plot of a 'data' xarray DataArray object (single frame from a dataset)\n Inputs:\n data - xarray DataArray of the type defined in pivpy, one of the frames in the Dataset\n selected by default using .isel(t=0)\n threshold - values above the threshold will be set equal to threshold\n arrScale - use to change arrow scales\n nthArr - use to plot only every nth arrow from the array \n contourLevels - use to specify the maximum value (abs) of contour plots \n colbar - True/False wether to generate a colorbar or not\n logscale - if true then colorbar is on log scale\n aspectratio - set auto or equal for the plot's apearence\n colbar_orient - 'horizontal' or 'vertical' orientation of the colorbar (if colbar is True)\n Outputs:\n none\n Usage:\n graphics.quiver(data, arrScale = 0.2, threshold = Inf, n)\n \"\"\"\n \n data = dataset_to_array(data)\n \n x = data.x\n y = data.y\n u = data.u\n v = data.v\n \n if units is not None:\n lUnits = units[0] # ['m' 'm' 'mm/s' 'mm/s']\n velUnits = units[2]\n tUnits = velUnits.split('/')[1] # make it 's' or 'dt'\n else:\n lUnits, velUnits, tUnits = '', '', ''\n \n \n if threshold is not None:\n data['u'] = xr.where(data['u']>threshold, threshold, data['u'])\n data['v'] = xr.where(data['v']>threshold, threshold, data['v'])\n \n S = np.array(np.sqrt(u**2 + v**2))\n \n fig = plt.get_fignums()\n if len(fig) == 0: # if no figure is open\n fig, ax = plt.subplots() # open a new figure\n else:\n ax = plt.gca() \n \n if contourLevels is None:\n levels = np.linspace(0, np.max(S.flatten()), 30) # default contour levels up to max of S\n else:\n levels = np.linspace(0, contourLevels, 30)\n \n if logscale:\n c = ax.contourf(x,y,S,alpha=0.8,\n cmap = plt.get_cmap(\"Blues\"), \n levels = levels, norm = plt.colors.LogNorm())\n else:\n c = ax.contourf(x,y,S,alpha=0.8,\n cmap = plt.get_cmap(\"Blues\"), \n levels=levels)\n if colbar:\n cbar = plt.colorbar(c, orientation=colbar_orient)\n cbar.set_label(r'$\\left| \\, V \\, \\right|$ ['+ lUnits +' $\\cdot$ '+ tUnits +'$^{-1}$]')\n \n ax.quiver(x[::nthArr],y[::nthArr],\n u[::nthArr,::nthArr],v[::nthArr,::nthArr],units='width',\n scale = np.max(S*arrScale),headwidth=2)\n ax.set_xlabel('x (' + lUnits + ')')\n ax.set_ylabel('y (' + lUnits + ')')\n ax.set_aspect(aspectratio) \n return fig,ax\n\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 5\n Invalid syntax at line 77: ... [7 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 5\n Review syntax near the error location"}]
| false
| null | null | null |
b907c416aa083b16df70a844cea0da2fdc9f29d9
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # model settings norm_cfg = dict(type='BN', requires_grad=True) model = dict( type='EncoderDecoder', pretrained='pretrain/vit_base_patch16_224.pth', backbone=dict( type='VisionTransformer', img_size=(224, 224), patch_size=16, in_channels=3, embed_dim=768, depth=12, num_heads=12, mlp_ratio=4, # out_indices=(2, 5, 8, 11), qkv_bias=True, drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0, with_cls_token=True, norm_cfg=dict(type='LN', eps=1e-6), act_cfg=dict(type='GELU'), norm_eval=False, interpolate_mode='bicubic'), Error: SyntaxError / EOF
|
Fixed Code: # model settings norm_cfg = dict(type='BN', requires_grad=True) model = dict( type='EncoderDecoder', pretrained='pretrain/vit_base_patch16_224.pth', backbone=dict( type='VisionTransformer', img_size=(224, 224), patch_size=16, in_channels=3, embed_dim=768, depth=12, num_heads=12, mlp_ratio=4, # out_indices=(2, 5, 8, 11), qkv_bias=True, drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0, with_cls_token=True, Explanation: Complete the truncated code structure
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intermediate
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testing
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error_fixing
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Pythoncode:Python
| 0
| 0
| 677
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# model settings\nnorm_cfg = dict(type='BN', requires_grad=True)\nmodel = dict(\n type='EncoderDecoder',\n pretrained='pretrain/vit_base_patch16_224.pth',\n backbone=dict(\n type='VisionTransformer',\n img_size=(224, 224),\n patch_size=16,\n in_channels=3,\n embed_dim=768,\n depth=12,\n num_heads=12,\n mlp_ratio=4,\n # out_indices=(2, 5, 8, 11),\n qkv_bias=True,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.0,\n with_cls_token=True,\n norm_cfg=dict(type='LN', eps=1e-6),\n act_cfg=dict(type='GELU'),\n norm_eval=False,\n interpolate_mode='bicubic'),\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# model settings\nnorm_cfg = dict(type='BN', requires_grad=True)\nmodel = dict(\n type='EncoderDecoder',\n pretrained='pretrain/vit_base_patch16_224.pth',\n backbone=dict(\n type='VisionTransformer',\n img_size=(224, 224),\n patch_size=16,\n in_channels=3,\n embed_dim=768,\n depth=12,\n num_heads=12,\n mlp_ratio=4,\n # out_indices=(2, 5, 8, 11),\n qkv_bias=True,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.0,\n with_cls_token=True,\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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b9081ad94fb9a0b4f6e0a49043c2a08a7969c6fc
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/usr/bin/python # Copyright (c) 2019 OpenStack Foundation # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. # flake8: noqa: E501 from __future__ import absolute_import, division, print_function class PodmanModuleParams: """Creates list of arguments for podman CLI command. Arguments: action {str} -- action type from 'run', 'stop', 'create', 'delete', 'start' params {dict} -- dictionary of module parameters """ def __init__(self, action, params, podman_version, module): self.params = params self.action = action self.podman_version = podman_version self.module = module def construct_command_from_params(self): """Create a podman command from given module parameters. Returns: list -- list of byte strings for Popen command """ if self.action in ['start', 'stop', 'delete']: return self.start_stop_delete() if self.action in ['create', 'run']: cmd = [self.action, '--name', self.params['name']] all_param_methods = [func for func in dir(self) if callable(getattr(self, func)) and func.startswith("addparam")] params_set = (i for i in self.params if self.params[i] is not None) for param in params_set: func_name = "_".join(["addparam", param]) if func_name in all_param_methods: cmd = getattr(self, func_name)(cmd) cmd.append(self.params['image']) if self.params['command']: if isinstance(self.params['command'], list): cmd += self.params['command'] else: cmd += self.params['command'].split() return [to_bytes(i, errors='surrogate_or_strict') for i in cmd] def start_stop_delete(self): if self.action in ['stop', 'start']: cmd = [self.action, self.params['name']] return [to_bytes(i, errors='surrogate_or_strict') for i in cmd] if self.action == 'delete': cmd = ['rm', '-f', self.params['name']] return [to_bytes(i, errors='surrogate_or_strict') for i in cmd] ... [178 more functiondefs truncated] ...
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Functions: __init__, construct_command_from_params, start_stop_delete Classes: PodmanModuleParams 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
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| 2,886
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/python\n# Copyright (c) 2019 OpenStack Foundation\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\n# flake8: noqa: E501\n\nfrom __future__ import absolute_import, division, print_function\n\nclass PodmanModuleParams:\n \"\"\"Creates list of arguments for podman CLI command.\n\n Arguments:\n action {str} -- action type from 'run', 'stop', 'create', 'delete',\n 'start'\n params {dict} -- dictionary of module parameters\n\n \"\"\"\n\n def __init__(self, action, params, podman_version, module):\n self.params = params\n self.action = action\n self.podman_version = podman_version\n self.module = module\n\n def construct_command_from_params(self):\n \"\"\"Create a podman command from given module parameters.\n\n Returns:\n list -- list of byte strings for Popen command\n \"\"\"\n if self.action in ['start', 'stop', 'delete']:\n return self.start_stop_delete()\n if self.action in ['create', 'run']:\n cmd = [self.action, '--name', self.params['name']]\n all_param_methods = [func for func in dir(self)\n if callable(getattr(self, func))\n and func.startswith(\"addparam\")]\n params_set = (i for i in self.params if self.params[i] is not None)\n for param in params_set:\n func_name = \"_\".join([\"addparam\", param])\n if func_name in all_param_methods:\n cmd = getattr(self, func_name)(cmd)\n cmd.append(self.params['image'])\n if self.params['command']:\n if isinstance(self.params['command'], list):\n cmd += self.params['command']\n else:\n cmd += self.params['command'].split()\n return [to_bytes(i, errors='surrogate_or_strict') for i in cmd]\n\n def start_stop_delete(self):\n\n if self.action in ['stop', 'start']:\n cmd = [self.action, self.params['name']]\n return [to_bytes(i, errors='surrogate_or_strict') for i in cmd]\n\n if self.action == 'delete':\n cmd = ['rm', '-f', self.params['name']]\n return [to_bytes(i, errors='surrogate_or_strict') for i in cmd]\n\n\n ... [178 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, construct_command_from_params, start_stop_delete\n Classes: PodmanModuleParams\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b9083abf7ea4269348156a83680d8a60f00f6033
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: #!/usr/bin/env python from setuptools import setup Error: SyntaxError / EOF
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Fixed Code: #!/usr/bin/env python from setuptools import setup # Modified from http://stackoverflow.com/questions/2058802/ # how-can-i-get-the-version-defined-in-setup-py-setuptools-in-my-package ... [1 more functiondefs truncated] ... Explanation: Complete the truncated code structure
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intermediate
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api
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error_fixing
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Pythoncode:Python
| 0
| 0
| 52
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n\nfrom setuptools import setup\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n\nfrom setuptools import setup\n\n\n# Modified from http://stackoverflow.com/questions/2058802/\n# how-can-i-get-the-version-defined-in-setup-py-setuptools-in-my-package\n\n ... [1 more functiondefs truncated] ...\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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b908698cf79967eaadf3686141afa64182f22f9d
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # ====================================================================================================================== # Fakulta informacnich technologii VUT v Brne # Bachelor thesis # Author: Filip Bali (xbalif00) # License: MIT # ====================================================================================================================== from django import template import datetime import time from portfolioApp.models import NotificationEvent register = template.Library() import pandas as pd def print_timestamp(timestamp): return time.strftime('%Y-%m-%d'.format(timestamp%1000), time.gmtime(timestamp/1000.0)) def print_timestamp_analysis(timestamp): return str(timestamp.year) + '-' + str(timestamp.month) +'-' + str(timestamp.day) def print_timestamp_notifications(timestamp): return str(timestamp.year) + '-' + str(timestamp.month) +'-' + str(timestamp.day) def print_notification_text(type): if type == 1: return 'At a price change equal/above/below' elif type == 2: return 'Percentage increase current price' elif type == 3: return 'Percentage decrease current price' def print_symbol_notifications(notification_id): object = NotificationEvent.objects.get(id=notification_id) symbol = str(object.company.symbol) return symbol def print_type_notifications(notification_type): if notification_type == 1: return 'Interday' elif notification_type == 2: return 'Intraday' register.filter(print_timestamp) register.filter(print_timestamp_analysis) register.filter(print_timestamp_notifications) register.filter(print_notification_text) register.filter(print_symbol_notifications) register.filter(print_type_notifications)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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database
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refactoring
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Pythoncode:Python
| 6
| 0
| 1,732
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# ======================================================================================================================\n# Fakulta informacnich technologii VUT v Brne\n# Bachelor thesis\n# Author: Filip Bali (xbalif00)\n# License: MIT\n# ======================================================================================================================\nfrom django import template\nimport datetime\nimport time\n\nfrom portfolioApp.models import NotificationEvent\n\nregister = template.Library()\n\nimport pandas as pd\n\ndef print_timestamp(timestamp):\n return time.strftime('%Y-%m-%d'.format(timestamp%1000), time.gmtime(timestamp/1000.0))\n\ndef print_timestamp_analysis(timestamp):\n return str(timestamp.year) + '-' + str(timestamp.month) +'-' + str(timestamp.day)\n\ndef print_timestamp_notifications(timestamp):\n return str(timestamp.year) + '-' + str(timestamp.month) +'-' + str(timestamp.day)\n\ndef print_notification_text(type):\n if type == 1:\n return 'At a price change equal/above/below'\n elif type == 2:\n return 'Percentage increase current price'\n elif type == 3:\n return 'Percentage decrease current price'\n\ndef print_symbol_notifications(notification_id):\n object = NotificationEvent.objects.get(id=notification_id)\n symbol = str(object.company.symbol)\n return symbol\n\ndef print_type_notifications(notification_type):\n if notification_type == 1:\n return 'Interday'\n elif notification_type == 2:\n return 'Intraday'\n\nregister.filter(print_timestamp)\nregister.filter(print_timestamp_analysis)\nregister.filter(print_timestamp_notifications)\nregister.filter(print_notification_text)\nregister.filter(print_symbol_notifications)\nregister.filter(print_type_notifications)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
b9093a206a1a67140ea6cc8087c03166f895cb37
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from pycfmodel.model.resources.properties.policy_document import PolicyDocument from pycfmodel.model.resources.properties.property import Property from pycfmodel.model.types import Resolvable, ResolvableStr class Policy(Property): """ Contains information about an attached policy. Properties: - PolicyDocument: A [policy document][pycfmodel.model.resources.properties.policy_document.PolicyDocument] object. - PolicyName: The friendly name (not ARN) identifying the policy. """ PolicyName: ResolvableStr PolicyDocument: Resolvable[PolicyDocument]
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Code Review: ❌ Critical issues: Unterminated string literal at line 7 Block at line 10 has no indented body ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 17 ✨ Improvements: Add closing quote at line 7
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advanced
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database
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code_review
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Pythoncode:Python
| 0
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| 585
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom pycfmodel.model.resources.properties.policy_document import PolicyDocument\nfrom pycfmodel.model.resources.properties.property import Property\nfrom pycfmodel.model.types import Resolvable, ResolvableStr\n\n\nclass Policy(Property):\n \"\"\"\n Contains information about an attached policy.\n\n Properties:\n\n - PolicyDocument: A [policy document][pycfmodel.model.resources.properties.policy_document.PolicyDocument] object.\n - PolicyName: The friendly name (not ARN) identifying the policy.\n \"\"\"\n\n PolicyName: ResolvableStr\n PolicyDocument: Resolvable[PolicyDocument]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 7\n Block at line 10 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 17\n\n\u2728 Improvements:\n Add closing quote at line 7"}]
| false
| null | null | null |
b909e91c70f62d03b4cb515c5e970eae1b71dc91
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright (C) 2019 Intel Corporation. All rights reserved. # SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception ... [1 more functiondefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 167
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright (C) 2019 Intel Corporation. All rights reserved.\n# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
b90a7ababb1e0f6301fc1099880a560c64176ef6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import print_function import json from typing import List from functools import lru_cache from cloud_storages.http_shortcuts import * from database.database import Database from models.models import StorageMetaInfo, Resource, Size from cloud_storages.storage import Storage from cloud_storages.gdrive.client_config import GOOGLE_DRIVE_CONFIG, SCOPES from google_auth_oauthlib.flow import InstalledAppFlow from google.auth.transport.requests import Request from google.oauth2.credentials import Credentials class GDriveStorage(Storage): def __init__(self, token): self.token = token @lru_cache(maxsize=None) def _get_folder_id_by_name(self, name: str) -> str: """ Google drive has a quirk - you can't really use normal os-like paths - first you need to get an ID of the folder This function searches for folders with specified name """ response = get_with_OAuth( f"https://www.googleapis.com/drive/v3/files", params={ 'fields': '*', 'q': f"name = '{name}' and mimeType = 'application/vnd.google-apps.folde }, token=self.token ) if response.status_code == 200: response_as_json = response.json() try: result = response_as_json['files'][0]['id'] return result except IndexError as e: raise ValueError(f"Something went wrong with GD: Error: {e}") else: raise ValueError(f"Something went wrong with GD: Response: " f"{str(response.status_code)} — {response.json()}") @classmethod # todo (toplenboren) remove database argument dependency :( def auth(cls, db: Database): creds = None creds_from_db = db.get(GOOGLE_DRIVE_DB_KEY) if creds_from_db: creds = Credentials.from_authorized_user_info(json.loads(creds_from_db), SCOPES) if not creds or not creds.valid: if creds and creds.expired and creds.refresh_token: creds.refresh(Request()) else: flow = InstalledAppFlow.from_client_config(GOOGLE_DRIVE_CONFIG, SCOPES) creds = flow.run_local_server(port=0) db.set(GOOGLE_DRIVE_DB_KEY, creds.token) @classmethod ... [7 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 24 • Unclosed '(' at line 50 - expected ')' Fix: Fix indentation to match Python syntax rules
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 2,392
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import print_function\n\nimport json\nfrom typing import List\nfrom functools import lru_cache\n\nfrom cloud_storages.http_shortcuts import *\nfrom database.database import Database\nfrom models.models import StorageMetaInfo, Resource, Size\nfrom cloud_storages.storage import Storage\nfrom cloud_storages.gdrive.client_config import GOOGLE_DRIVE_CONFIG, SCOPES\n\nfrom google_auth_oauthlib.flow import InstalledAppFlow\nfrom google.auth.transport.requests import Request\nfrom google.oauth2.credentials import Credentials\n\nclass GDriveStorage(Storage):\n\n def __init__(self, token):\n self.token = token\n\n @lru_cache(maxsize=None)\n def _get_folder_id_by_name(self, name: str) -> str:\n \"\"\"\n Google drive has a quirk - you can't really use normal os-like paths - first you need to get an ID of the folder\n This function searches for folders with specified name\n \"\"\"\n\n response = get_with_OAuth(\n f\"https://www.googleapis.com/drive/v3/files\",\n params={\n 'fields': '*',\n'q': f\"name = '{name}' and mimeType = 'application/vnd.google-apps.folde\n },\n token=self.token\n )\n\n if response.status_code == 200:\n response_as_json = response.json()\n try:\n result = response_as_json['files'][0]['id']\n return result\n except IndexError as e:\n raise ValueError(f\"Something went wrong with GD: Error: {e}\")\n else:\n raise ValueError(f\"Something went wrong with GD: Response: \"\n f\"{str(response.status_code)} \u2014 {response.json()}\")\n\n @classmethod\n # todo (toplenboren) remove database argument dependency :(\n def auth(cls, db: Database):\n creds = None\n creds_from_db = db.get(GOOGLE_DRIVE_DB_KEY)\n if creds_from_db:\n creds = Credentials.from_authorized_user_info(json.loads(creds_from_db), SCOPES)\n if not creds or not creds.valid:\n if creds and creds.expired and creds.refresh_token:\n creds.refresh(Request())\n else:\n flow = InstalledAppFlow.from_client_config(GOOGLE_DRIVE_CONFIG, SCOPES)\n creds = flow.run_local_server(port=0)\n db.set(GOOGLE_DRIVE_DB_KEY, creds.token)\n\n @classmethod\n\n ... [7 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 24\n \u2022 Unclosed '(' at line 50 - expected ')'\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b90aa19934d5d7330ff2185f5e9e641a32b1df92
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from django.urls import re_path, include from . import views app_name='logged' # url mappings for the webapp. Error: SyntaxError / EOF
|
Fixed Code: from django.urls import re_path, include from . import views app_name='logged' # url mappings for the webapp. urlpatterns = [ re_path(r'^$', views.logged_count, name="logged_count"), re_path(r'^loggedusers/', views.logged, name="logged_users"), re_path(r'^settings/', views.user_settings, name="update_info"), re_path(r'^administrators/', views.post_alert, name="post_alert"), Explanation: Complete the truncated code structure
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 111
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom django.urls import re_path, include\nfrom . import views\n\napp_name='logged'\n\n# url mappings for the webapp.\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom django.urls import re_path, include\nfrom . import views\n\napp_name='logged'\n\n# url mappings for the webapp.\nurlpatterns = [\n re_path(r'^$', views.logged_count, name=\"logged_count\"),\n re_path(r'^loggedusers/', views.logged, name=\"logged_users\"),\n re_path(r'^settings/', views.user_settings, name=\"update_info\"),\n re_path(r'^administrators/', views.post_alert, name=\"post_alert\"),\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b90b0ec76c39d933c89c13f5c997460e2300453d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2021 UW-IT, University of Washington # SPDX-License-Identifier: Apache-2.0 from scout.dao.space import get_spots_by_filter, _get_spot_filters, \ def get_item_by_id(item_id): spot = get_spots_by_filter([ ('item:id', item_id), ('extended_info:app_type', 'tech') ]) if spot: spot = _filter_spot_items(item_id, spot[0]) return spot def _filter_spot_items(item_id, spot): for item in spot.items: if item.item_id == item_id: spot.item = item return spot def add_item_info(spot): for item in spot.items: item.model = _get_extended_info_by_key("i_model", item.extended_info) item.brand = _get_extended_info_by_key("i_brand",
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 26 - expected ')' • Invalid syntax at line 5: from scout.dao.space import get_spots_by_filter, _get_spot_filters, \ def get_item_by_id(item_id): Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 776
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2021 UW-IT, University of Washington\n# SPDX-License-Identifier: Apache-2.0\n\nfrom scout.dao.space import get_spots_by_filter, _get_spot_filters, \\\ndef get_item_by_id(item_id):\n spot = get_spots_by_filter([\n ('item:id', item_id),\n ('extended_info:app_type', 'tech')\n ])\n if spot:\n spot = _filter_spot_items(item_id, spot[0])\n return spot\n\n\ndef _filter_spot_items(item_id, spot):\n for item in spot.items:\n if item.item_id == item_id:\n spot.item = item\n return spot\n\n\ndef add_item_info(spot):\n for item in spot.items:\n item.model = _get_extended_info_by_key(\"i_model\",\n item.extended_info)\n item.brand = _get_extended_info_by_key(\"i_brand\","}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 26 - expected ')'\n \u2022 Invalid syntax at line 5: from scout.dao.space import get_spots_by_filter, _get_spot_filters, \\\ndef get_item_by_id(item_id):\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b90cb0cd96548302814d62e2805216240024b671
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #Scraper for Minnesota Court of Appeals Published Opinions #CourtID: minnctapp #Court Short Name: MN #Author: mlr #Date: 2016-06-03 from juriscraper.opinions.united_states.state import minn class Site(minn.Site): # Only subclasses minn for the _download method. def __init__(self, *args, **kwargs):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • IndentationError at line 14 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 312
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#Scraper for Minnesota Court of Appeals Published Opinions\n#CourtID: minnctapp\n#Court Short Name: MN\n#Author: mlr\n#Date: 2016-06-03\n\n\nfrom juriscraper.opinions.united_states.state import minn\n\n\nclass Site(minn.Site):\n # Only subclasses minn for the _download method.\n def __init__(self, *args, **kwargs):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 IndentationError at line 14\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
b90cef65b59792b28b4c92088d99214713e0be27
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import absolute_import import os import errno from contextlib import contextmanager __author__ = 'Shyue Ping Ong' __copyright__ = 'Copyright 2013, The Materials Project' __version__ = '0.1' __maintainer__ = 'Shyue Ping Ong' __email__ = 'ongsp@ucsd.edu' __date__ = '1/24/14' @contextmanager def cd(path): """ A Fabric-inspired cd context that temporarily changes directory for performing some tasks, and returns to the original working directory afterwards. E.g., with cd("/my/path/": do_something() Args: path: Path to cd to. """ cwd = os.getcwd() os.chdir(path) try: yield finally: os.chdir(cwd) def makedirs_p(path, **kwargs): """ Wrapper for os.makedirs that does not raise an exception if the directory already exists, in the fashion of "mkdir -p" command. The check is performed in a thread-safe way Args: path: path of the directory to create kwargs: standard kwargs for os.makedirs """ try: os.makedirs(path, **kwargs) except OSError as exc: if exc.errno == errno.EEXIST and os.path.isdir(path): pass else: raise Error: SyntaxError: unmatched brackets
|
Fixed Code: from __future__ import absolute_import import os import errno from contextlib import contextmanager __author__ = 'Shyue Ping Ong' __copyright__ = 'Copyright 2013, The Materials Project' __version__ = '0.1' __maintainer__ = 'Shyue Ping Ong' __email__ = 'ongsp@ucsd.edu' __date__ = '1/24/14' @contextmanager def cd(path): """ A Fabric-inspired cd context that temporarily changes directory for performing some tasks, and returns to the original working directory Explanation: Add missing ')' bracket at line 23
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 1,222
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nimport os\nimport errno\n\nfrom contextlib import contextmanager\n\n__author__ = 'Shyue Ping Ong'\n__copyright__ = 'Copyright 2013, The Materials Project'\n__version__ = '0.1'\n__maintainer__ = 'Shyue Ping Ong'\n__email__ = 'ongsp@ucsd.edu'\n__date__ = '1/24/14'\n\n\n@contextmanager\ndef cd(path):\n \"\"\"\n A Fabric-inspired cd context that temporarily changes directory for\n performing some tasks, and returns to the original working directory\n afterwards. E.g.,\n\n with cd(\"/my/path/\":\n do_something()\n\n Args:\n path: Path to cd to.\n \"\"\"\n cwd = os.getcwd()\n os.chdir(path)\n try:\n yield\n finally:\n os.chdir(cwd)\n\n\ndef makedirs_p(path, **kwargs):\n \"\"\"\n Wrapper for os.makedirs that does not raise an exception if the directory already exists, in the fashion of\n \"mkdir -p\" command. The check is performed in a thread-safe way\n\n Args:\n path: path of the directory to create\n kwargs: standard kwargs for os.makedirs\n \"\"\"\n\n try:\n os.makedirs(path, **kwargs)\n except OSError as exc:\n if exc.errno == errno.EEXIST and os.path.isdir(path):\n pass\n else:\n raise\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import absolute_import\n\nimport os\nimport errno\n\nfrom contextlib import contextmanager\n\n__author__ = 'Shyue Ping Ong'\n__copyright__ = 'Copyright 2013, The Materials Project'\n__version__ = '0.1'\n__maintainer__ = 'Shyue Ping Ong'\n__email__ = 'ongsp@ucsd.edu'\n__date__ = '1/24/14'\n\n\n@contextmanager\ndef cd(path):\n \"\"\"\n A Fabric-inspired cd context that temporarily changes directory for\n performing some tasks, and returns to the original working directory\n\n Explanation: Add missing ')' bracket at line 23"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b90d416b48352a6528abbda811ab137b9f58c6c2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import sys REQUIRED_PYTHON = "python3" required_major = 3 def main(): system_major = sys.version_info.major if system_major != required_major: raise TypeError( f"This project requires Python {required_major}." f" Found: Python {sys.version}") else: print(">>> Development environment passes all tests!") if __name__ == '__main__': main(
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 20 - expected ')' • SyntaxError: '(' was never closed at line 20 Fix: Add missing ')' bracket at line 20
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 404
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport sys\n\nREQUIRED_PYTHON = \"python3\"\nrequired_major = 3\n\n\ndef main():\n system_major = sys.version_info.major\n \n if system_major != required_major:\n raise TypeError(\n f\"This project requires Python {required_major}.\"\n f\" Found: Python {sys.version}\")\n else:\n print(\">>> Development environment passes all tests!\")\n\n\n\nif __name__ == '__main__':\n main("}, {"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 20 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 20\n\n Fix: Add missing ')' bracket at line 20"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
b90f4e751b3217015ecc06286993d45ab12fc397
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # snippet-comment:[These are tags for the AWS doc team's sample catalog. Do not remove.] # snippet-sourcedescription:[kda-python-datagenerator-stockticker.py demonstrates how to generate sample data for Amazon Kinesis Data Analytics SQL applications.] # snippet-service:[kinesisanalytics] # snippet-keyword:[Python] # snippet-sourcesyntax:[python # snippet-sourcesyntax:[python] # snippet-keyword:[Amazon Kinesis Data Analytics] # snippet-keyword:[Code Sampl # snippet-sourcetype:[full-example] # snippet-sourcedate:[2019-01-29] # snippet-sourceauthor:[fletpatr (AWS)] # Copyright 2010-2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. # # This file is licensed under the Apache License, Version 2.0 (the "License"). # You may not use this file except in compliance with the License. A copy of the # License is located at # # http://aws.amazon.com/apache2.0/ # # This file 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. # snippet-start:[kinesisanalytics.python.datagenerator.stockticker] import json import boto3 import random import datetime kinesis = boto3.client('kinesis') def getReferrer(): data = {} now = datetime.datetime.now() str_now = now.isoformat() data['EVENT_TIME'] = str_now data['TICKER'] = random.choice(['AAPL', 'AMZN', 'MSFT', 'INTC', 'TBV']) price = random.random() * 100 data['PRICE'] = round(price, 2) return data while True: data = json.dumps(getReferrer()) print(data) kinesis.put_record( StreamName="ExampleInputStream", Data=da PartitionKey="partitionkey") # snippet-end:[kinesisanalytics.python.datagenerator.stockticker]
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 • Unclosed '[' at line 5 - expected ']' • Unclosed '[' at line 8 - expected ']' Fixes: • Add closing quote at line 1 • Add closing ']' bracket • Add closing ']' bracket
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 1,823
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# snippet-comment:[These are tags for the AWS doc team's sample catalog. Do not remove.]\n# snippet-sourcedescription:[kda-python-datagenerator-stockticker.py demonstrates how to generate sample data for Amazon Kinesis Data Analytics SQL applications.]\n# snippet-service:[kinesisanalytics]\n# snippet-keyword:[Python]\n# snippet-sourcesyntax:[python\n# snippet-sourcesyntax:[python]\n# snippet-keyword:[Amazon Kinesis Data Analytics]\n# snippet-keyword:[Code Sampl\n# snippet-sourcetype:[full-example]\n# snippet-sourcedate:[2019-01-29]\n# snippet-sourceauthor:[fletpatr (AWS)]\n\n# Copyright 2010-2019 Amazon.com, Inc. or its affiliates. All Rights Reserved.\n#\n# This file is licensed under the Apache License, Version 2.0 (the \"License\").\n# You may not use this file except in compliance with the License. A copy of the\n# License is located at\n#\n# http://aws.amazon.com/apache2.0/\n#\n# This file is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS\n# OF ANY KIND, either express or implied. See the License for the specific\n# language governing permissions and limitations under the License.\n# snippet-start:[kinesisanalytics.python.datagenerator.stockticker]\n\nimport json\nimport boto3\nimport random\nimport datetime\n\nkinesis = boto3.client('kinesis')\ndef getReferrer():\n data = {}\n now = datetime.datetime.now()\n str_now = now.isoformat()\n data['EVENT_TIME'] = str_now\n data['TICKER'] = random.choice(['AAPL', 'AMZN', 'MSFT', 'INTC', 'TBV'])\n price = random.random() * 100\n data['PRICE'] = round(price, 2)\n return data\n\nwhile True:\n data = json.dumps(getReferrer())\n print(data)\n kinesis.put_record(\n StreamName=\"ExampleInputStream\",\nData=da\n PartitionKey=\"partitionkey\")\n \n# snippet-end:[kinesisanalytics.python.datagenerator.stockticker]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 Unclosed '[' at line 5 - expected ']'\n \u2022 Unclosed '[' at line 8 - expected ']'\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Add closing ']' bracket\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
b90f54d52259df5370c156bb89c17f8368958017
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import face_recognition from flask import Flask, request, redirect, Response import camera import firestore as db # You can change this to any folder on your system ALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg'} app = Flask(__name__) def allowed_file(filename): return '.' in filename and \ filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS def detect_faces_in_image(name, access, file_stream): # Load the uploaded image filed img = face_recognition.load_image_file(file_stream) # Get face encodings for any faces in the uploaded image unknown_face_encodings = face_recognition.face_encodings(img)[0].tolist() db.add_member(name, access, unknown_face_encodings) return ('', 204) @app.route('/') def root(): return ('', 204) @app.route('/upload', methods=['GET', 'POST']) def upload_image(): db.encoding.update() name = request.form.get("name") access = request.form.get("access") access = int(access) if request.method == 'POST': if 'file' not in request.files: return redirect(request.url) file = request.files['file'] if file.filename == '': return redirect(request.url) if file and allowed_file(file.filename): return detect_faces_in_image(name, access, file) return redirect('/video_feed') @app.route('/update', methods=['GET', 'POST']) def update(): db.encoding.update() member = request.form.get("updateMember") changeName = request.form.get("changeName") changeAccess = request.form.get("changeAccess") if changeAccess == None: changeAccess = "" db.update_member(member, changeName, changeAccess) return ('', 204) @app.route('/configuration', methods=['GET', 'POST']) def config(): db.config_camera_interval(int(request.form.get('cameraDuration'))) return('', 204) @app.route('/members') def members(): print(type(db.encoding.get_names())) return str(db.encoding.get_names()) @app.route('/video_feed') def video_feed(: print('CAMERA RUN') return Response(camera.gen_frames(), mimetype='multipart/x-mixed-replace; boundary=frame') @app.route('/recent_person') def recent_person(): return db.history_log.get_most_recent_member() if __name__ == "__main__": app.run(host='0.0.0.0', port=5001, debug=True)
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unclosed '(' at line 77 - expected ')' • Invalid syntax at line 77: def video_feed(: Fix: Add missing ')' bracket at line 77
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 9
| 0
| 2,346
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport face_recognition\nfrom flask import Flask, request, redirect, Response\nimport camera\nimport firestore as db\n\n# You can change this to any folder on your system\nALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg'}\n\napp = Flask(__name__)\n\n\ndef allowed_file(filename):\n return '.' in filename and \\\n filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS\n\n\ndef detect_faces_in_image(name, access, file_stream):\n # Load the uploaded image filed\n img = face_recognition.load_image_file(file_stream)\n # Get face encodings for any faces in the uploaded image\n unknown_face_encodings = face_recognition.face_encodings(img)[0].tolist()\n\n db.add_member(name, access, unknown_face_encodings)\n return ('', 204)\n\n\n@app.route('/')\ndef root():\n return ('', 204)\n\n\n@app.route('/upload', methods=['GET', 'POST'])\ndef upload_image():\n db.encoding.update()\n name = request.form.get(\"name\")\n access = request.form.get(\"access\")\n access = int(access)\n if request.method == 'POST':\n if 'file' not in request.files:\n return redirect(request.url)\n\n file = request.files['file']\n if file.filename == '':\n return redirect(request.url)\n\n if file and allowed_file(file.filename):\n return detect_faces_in_image(name, access, file)\n return redirect('/video_feed')\n\n\n@app.route('/update', methods=['GET', 'POST'])\ndef update():\n db.encoding.update()\n member = request.form.get(\"updateMember\")\n changeName = request.form.get(\"changeName\")\n changeAccess = request.form.get(\"changeAccess\")\n if changeAccess == None:\n changeAccess = \"\"\n db.update_member(member, changeName, changeAccess)\n\n return ('', 204)\n\n\n@app.route('/configuration', methods=['GET', 'POST'])\ndef config():\n db.config_camera_interval(int(request.form.get('cameraDuration')))\n return('', 204)\n\n\n@app.route('/members')\ndef members():\n print(type(db.encoding.get_names()))\n return str(db.encoding.get_names())\n\n\n@app.route('/video_feed')\ndef video_feed(:\n print('CAMERA RUN')\n return Response(camera.gen_frames(), mimetype='multipart/x-mixed-replace; boundary=frame')\n\n\n@app.route('/recent_person')\ndef recent_person():\n return db.history_log.get_most_recent_member()\n\n\nif __name__ == \"__main__\":\n app.run(host='0.0.0.0', port=5001, debug=True)"}, {"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 77 - expected ')'\n \u2022 Invalid syntax at line 77: def video_feed(:\n\n\n Fix: Add missing ')' bracket at line 77"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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b90fbfa2a7bb6e18e5af7e82345d7b5cf393db62
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import numpy as np import logging import numbers import torch import math import json import sys from torch.optim.lr_scheduler import LambdaLR from torchvision.transforms.functional import pad class AverageMeter(object): """Computes and stores the average and current value""" def __init__(self): self.reset() def reset(self): self.val = 0 self.avg = 0 self.sum = 0 self.count = 0 def update(self, val, n=1): self.val = val self.sum += val * n self.count += n self.avg = self.sum / self.count class ConstantLRSchedule(LambdaLR): """ Constant learning rate schedule. """ def __init__(self, optimizer, last_epoch=-1): super(ConstantLRSchedule, self).__init__(optimizer, lambda _: 1.0, last_epoch=last_epoch) class WarmupConstantSchedule(LambdaLR): """ Linear warmup and then constant. Linearly increases learning rate schedule from 0 to 1 over `warmup_steps` training steps. Keeps learning rate schedule equal to 1. after warmup_steps. """ def __init__(self, optimizer, warmup_steps, last_epoch=-1): self.warmup_steps = warmup_steps super(WarmupConstantSchedule, self).__init__(optimizer, self.lr_lambda, last_epoch=last_epoch) def lr_lambda(self, step): if step < self.warmup_steps: return float(step) / float(max(1.0, self.warmup_steps)) return 1. class WarmupLinearSchedule(LambdaLR): """ Linear warmup and then linear decay. Linearly increases learning rate from 0 to 1 over `warmup_steps` training steps. Linearly decreases learning rate from 1. to 0. over remaining `t_total - warmup_steps` steps. """ def __init__(self, optimizer, warmup_steps, t_total, last_epoch=-1): self.warmup_steps = warmup_steps self.t_total = t_total super(WarmupLinearSchedule, self).__init__(optimizer, self.lr_lambda, last_epoch=last_epoch) def lr_lambda(self, step): if step < self.warmup_steps: return float(step) / float(max(1, self.warmup_steps)) return max(0.0, float(self.t_total - step) / float(max(1.0, self.t_total - self.warmup_steps))) class WarmupCosineSchedule(LambdaLR): """ Linear warmup and then cosine decay. Linearly increases learning rate from 0 to 1 over `warmup_steps` training steps. Decreases learning rate from 1. to 0. over remaining `t_total - warmup_steps` steps following a cosine curve. If `cycles` (default=0.5) is different from default, learning rate follows cosine function after warmup. """ def __init__(self, optimizer, warmup_steps, t_total, cycles=.5, last_epoch=-1): self.warmup_steps = warmup_steps self.t_total = t_total self.cycles = cycles super(WarmupCosineSchedule, self).__init__(optimizer, self.lr_lambda, last_epoch=last_epoch) ... [13 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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database
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refactoring
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Pythoncode:Python
| 9
| 5
| 2,976
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\nimport logging\nimport numbers\nimport torch\nimport math\nimport json\nimport sys\n\nfrom torch.optim.lr_scheduler import LambdaLR\nfrom torchvision.transforms.functional import pad\n\n\nclass AverageMeter(object):\n \"\"\"Computes and stores the average and current value\"\"\"\n\n def __init__(self):\n self.reset()\n\n def reset(self):\n self.val = 0\n self.avg = 0\n self.sum = 0\n self.count = 0\n\n def update(self, val, n=1):\n self.val = val\n self.sum += val * n\n self.count += n\n self.avg = self.sum / self.count\n \n \nclass ConstantLRSchedule(LambdaLR):\n \"\"\" Constant learning rate schedule.\n \"\"\"\n def __init__(self, optimizer, last_epoch=-1):\n super(ConstantLRSchedule, self).__init__(optimizer, lambda _: 1.0, last_epoch=last_epoch)\n\n\nclass WarmupConstantSchedule(LambdaLR):\n \"\"\" Linear warmup and then constant.\n Linearly increases learning rate schedule from 0 to 1 over `warmup_steps` training steps.\n Keeps learning rate schedule equal to 1. after warmup_steps.\n \"\"\"\n def __init__(self, optimizer, warmup_steps, last_epoch=-1):\n self.warmup_steps = warmup_steps\n super(WarmupConstantSchedule, self).__init__(optimizer, self.lr_lambda, last_epoch=last_epoch)\n\n def lr_lambda(self, step):\n if step < self.warmup_steps:\n return float(step) / float(max(1.0, self.warmup_steps))\n return 1.\n\n\nclass WarmupLinearSchedule(LambdaLR):\n \"\"\" Linear warmup and then linear decay.\n Linearly increases learning rate from 0 to 1 over `warmup_steps` training steps.\n Linearly decreases learning rate from 1. to 0. over remaining `t_total - warmup_steps` steps.\n \"\"\"\n def __init__(self, optimizer, warmup_steps, t_total, last_epoch=-1):\n self.warmup_steps = warmup_steps\n self.t_total = t_total\n super(WarmupLinearSchedule, self).__init__(optimizer, self.lr_lambda, last_epoch=last_epoch)\n\n def lr_lambda(self, step):\n if step < self.warmup_steps:\n return float(step) / float(max(1, self.warmup_steps))\n return max(0.0, float(self.t_total - step) / float(max(1.0, self.t_total - self.warmup_steps)))\n\n\nclass WarmupCosineSchedule(LambdaLR):\n \"\"\" Linear warmup and then cosine decay.\n Linearly increases learning rate from 0 to 1 over `warmup_steps` training steps.\n Decreases learning rate from 1. to 0. over remaining `t_total - warmup_steps` steps following a cosine curve.\n If `cycles` (default=0.5) is different from default, learning rate follows cosine function after warmup.\n \"\"\"\n def __init__(self, optimizer, warmup_steps, t_total, cycles=.5, last_epoch=-1):\n self.warmup_steps = warmup_steps\n self.t_total = t_total\n self.cycles = cycles\n super(WarmupCosineSchedule, self).__init__(optimizer, self.lr_lambda, last_epoch=last_epoch)\n\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
f8d46f993d25bd7f9f34660f23bf18928f5a3963
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import pytest from tests.pylint_plugins.utils import create_message, extract_node, skip_if_pylint_unavailable pytestmark = skip_if_pylint_unavailable() @pytest.fixture(scope="module") def test_case(): import pylint.testutils from pylint_plugins import AssertRaisesWithoutMsg class TestAssertRaisesWithoutMsg(pylint.testutils.CheckerTestCase): CHECKER_CLASS = AssertRaisesWithoutMsg test_case = TestAssertRaisesWithoutMsg() test_case.setup_method() return test_case # Complete this line def test_assert_raises_without_msg(test_case): node = extract_node("self.assertRaises(Exception)") with test_case.assertAddsMessages(create_message(test_case.CHECKER_CLASS.name, node)): test_case.walk(node) node = extract_node("self.assertRaises(Exception, msg='test')") with test_case.assertNoMessages(): test_case.walk(node) node = extract_node("pandas.assertRaises(Exception)") with test_case.assertNoMessages(): test_case.walk(node)
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The missing line is:
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 2
| 1
| 992
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport pytest\n\nfrom tests.pylint_plugins.utils import create_message, extract_node, skip_if_pylint_unavailable\n\npytestmark = skip_if_pylint_unavailable()\n\n\n@pytest.fixture(scope=\"module\")\ndef test_case():\n import pylint.testutils\n from pylint_plugins import AssertRaisesWithoutMsg\n\n class TestAssertRaisesWithoutMsg(pylint.testutils.CheckerTestCase):\n CHECKER_CLASS = AssertRaisesWithoutMsg\n\n test_case = TestAssertRaisesWithoutMsg()\n test_case.setup_method()\n return test_case\n\n # Complete this line\ndef test_assert_raises_without_msg(test_case):\n node = extract_node(\"self.assertRaises(Exception)\")\n with test_case.assertAddsMessages(create_message(test_case.CHECKER_CLASS.name, node)):\n test_case.walk(node)\n\n node = extract_node(\"self.assertRaises(Exception, msg='test')\")\n with test_case.assertNoMessages():\n test_case.walk(node)\n\n node = extract_node(\"pandas.assertRaises(Exception)\")\n with test_case.assertNoMessages():\n test_case.walk(node)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
f8d470d1980749c03e842d69c111ae8c0604cde9
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import pandas as pd import numpy as np import matplotlib ... [1 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 5: ... [1 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
beginner
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general
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debugging
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Pythoncode:Python
| 0
| 0
| 104
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport pandas as pd\nimport numpy as np\nimport matplotlib\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 Invalid syntax at line 5: ... [1 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
f8d49b043794456e8669c31d21ba4a68846ab71c
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: def get_index_different_char(chars): alnum = [] not_alnum = [] for index, char in enumerate(chars): if str(char).isalnum(): alnum.append(index) else: not_alnum.append(index) result = alnum[0] if len(alnum) < len(not_alnum) else not_alnum[0] return result # tests def test_wrong_char(): # Complete this line ['A', 'f', '.', 'Q', 2], ['.', '{', ' ^', '%', 'a'], [1, '=', 3, 4, 5, 'A', 'b', 'a', 'b', 'c'], ['=', '=', '', '/', '/', 9, ':', ';', '?', '¡'], list(range(1,9)) + ['}'] + list('abcde'), # noqa E231 ) expected = [2, 4, 1, 5, 8] for arg, exp in zip(inputs, expected): err = f'get_index_different_char({arg}) should return index {exp}' assert get_index_different_char(arg) == exp, err
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The missing line is: inputs = (
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intermediate
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testing
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fill_in_the_blank
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Pythoncode:Python
| 2
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| 821
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef get_index_different_char(chars):\n alnum = []\n not_alnum = []\n \n for index, char in enumerate(chars):\n if str(char).isalnum():\n alnum.append(index)\n else:\n not_alnum.append(index)\n result = alnum[0] if len(alnum) < len(not_alnum) else not_alnum[0]\n return result\n\n\n# tests\ndef test_wrong_char():\n # Complete this line\n ['A', 'f', '.', 'Q', 2],\n ['.', '{', ' ^', '%', 'a'],\n [1, '=', 3, 4, 5, 'A', 'b', 'a', 'b', 'c'],\n ['=', '=', '', '/', '/', 9, ':', ';', '?', '\u00a1'],\n list(range(1,9)) + ['}'] + list('abcde'), # noqa E231\n )\n expected = [2, 4, 1, 5, 8]\n\n for arg, exp in zip(inputs, expected):\n err = f'get_index_different_char({arg}) should return index {exp}'\n assert get_index_different_char(arg) == exp, err"}, {"role": "assistant", "content": "The missing line is:\n inputs = ("}]
| false
| null | null | null |
f8d6b09688dbea2ed0259d01f1aa0504d9acbfdc
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import logging from flask import Blueprint from flask import Flask, render_template, request, flash from flask_wtf import FlaskForm from wtforms import StringField, validators, SelectField, BooleanField from wtforms.fields.html5 import IntegerRangeField from wtforms.widgets import TextArea import langid from utils.utils import templated blueprint_langid = Blueprint('langid', __name__) class UrlForm(FlaskForm): url = StringField( 'URL', validators=[validators.DataRequired(), validators.URL(message='Sorry, this is not a valid URL,')]) wMin = IntegerRangeField( 'Min. words', default=5, validators=[validators.DataRequired(), validators.NumberRange(min=1, max=20)]) extractor_class = SelectField( 'Extractor', default=langid.EXTRACTORS[0], choices=[(i, i) for i in langid.EXTRACTORS], validators=[validators.DataRequired()]) model_class = SelectField( 'Model', default=langid.MODELS[0], choices=[(i, i) for i in langid.MODELS], validators=[validators.DataRequired()]) return_raw = BooleanField( 'Display raw sentences', default=False ) class TextForm(FlaskForm): text = StringField( 'Text', widget=TextArea(), validators=[validators.DataRequired()]) model_class = SelectField( 'Model', default=langid.MODELS[0], choices=[(i, i) for i in langid.MODELS], validators=[validators.DataRequired()]) @blueprint_langid.route('/', methods=['GET', 'POST']) @templated('index.html') def crawl(): form = UrlForm(request.form) if request.method == 'GET': return dict(form=form) elif not form.validate(): for f, errs in form.errors.items(): flash("%s: %s" % (f, "<br>".join(errs)), 'danger') return dict(form=form) try: results = langid.mixed_sentences_from_urls( form.url.data.strip(), extractor_name=form.extractor_class.data, model=form.model_class.data, with_proba=True, min_words=form.wMin.data, return_raw=form.return_raw.data) except Exception as e: flash('Something went wrong %s' % e, 'danger') logging.exception(e) return dict(form=form, results=results, labels=langid.DEFAULT_LABELS) @blueprint_langid.route('/text', methods=['GET', 'POST']) @templated('langid.html') def predict_text(): form = TextForm(request.form) if request.method == 'GET': return dict(form=form) elif not form.validate(): for f, errs in form.errors.items(): flash("%s: %s" % (f, "<br>".join(errs)), 'danger') return dict(form=form) results = [[r] for r in langid.lang_of_text( form.text.data, model=form.model_class.data, with_proba=True)] return dict(form=form, results=results, labels=langid.DEFAULT_LABELS)
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Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Block at line 45 has no indented body Fix: Add return statement to function
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advanced
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api
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error_detection
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Pythoncode:Python
| 2
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| 2,886
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport logging\n\nfrom flask import Blueprint\n\nfrom flask import Flask, render_template, request, flash\nfrom flask_wtf import FlaskForm\nfrom wtforms import StringField, validators, SelectField, BooleanField\nfrom wtforms.fields.html5 import IntegerRangeField\nfrom wtforms.widgets import TextArea\n\nimport langid\nfrom utils.utils import templated\n\nblueprint_langid = Blueprint('langid', __name__)\n\n\nclass UrlForm(FlaskForm):\n url = StringField(\n 'URL',\n validators=[validators.DataRequired(), validators.URL(message='Sorry, this is not a valid URL,')])\n\n wMin = IntegerRangeField(\n 'Min. words',\n default=5,\n validators=[validators.DataRequired(), validators.NumberRange(min=1, max=20)])\n\n extractor_class = SelectField(\n 'Extractor',\n default=langid.EXTRACTORS[0],\n choices=[(i, i) for i in langid.EXTRACTORS],\n validators=[validators.DataRequired()])\n\n model_class = SelectField(\n 'Model',\n default=langid.MODELS[0],\n choices=[(i, i) for i in langid.MODELS],\n validators=[validators.DataRequired()])\n\n return_raw = BooleanField(\n 'Display raw sentences',\n default=False\n )\n\n\nclass TextForm(FlaskForm):\n\n text = StringField(\n 'Text',\n widget=TextArea(),\n validators=[validators.DataRequired()])\n\n model_class = SelectField(\n 'Model',\n default=langid.MODELS[0],\n choices=[(i, i) for i in langid.MODELS],\n validators=[validators.DataRequired()])\n\n\n@blueprint_langid.route('/', methods=['GET', 'POST'])\n@templated('index.html')\ndef crawl():\n form = UrlForm(request.form)\n\n if request.method == 'GET':\n return dict(form=form)\n elif not form.validate():\n for f, errs in form.errors.items():\n flash(\"%s: %s\" % (f, \"<br>\".join(errs)), 'danger')\n return dict(form=form)\n\n try:\n results = langid.mixed_sentences_from_urls(\n form.url.data.strip(), extractor_name=form.extractor_class.data, model=form.model_class.data,\n with_proba=True, min_words=form.wMin.data, return_raw=form.return_raw.data)\n except Exception as e:\n flash('Something went wrong %s' % e, 'danger')\n logging.exception(e)\n return dict(form=form, results=results, labels=langid.DEFAULT_LABELS)\n\n\n@blueprint_langid.route('/text', methods=['GET', 'POST'])\n@templated('langid.html')\ndef predict_text():\n form = TextForm(request.form)\n\n if request.method == 'GET':\n return dict(form=form)\n\n elif not form.validate():\n for f, errs in form.errors.items():\n flash(\"%s: %s\" % (f, \"<br>\".join(errs)), 'danger')\n return dict(form=form)\n\n results = [[r] for r in langid.lang_of_text(\n form.text.data, model=form.model_class.data, with_proba=True)]\n return dict(form=form, results=results, labels=langid.DEFAULT_LABELS)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Block at line 45 has no indented body\n\n Fix: Add return statement to function"}]
| true
|
syntax
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INCOMPLETE_LOGIC
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MEDIUM
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f8d75cfce0f3dc1a5df25624c4dcbf0a3624f6c0
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # Copyright 2013-2021 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import * class RXts(RPackage): """Provide for uniform handling of R's different time-based data classes by Error: SyntaxError / EOF
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Fixed Code: # Copyright 2013-2021 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import * class RXts(RPackage): """Provide for uniform handling of R's different time-based data classes by extending zoo, maximizing native format information preservation and allowing for user level customization and extension, while simplifying cross-class interoperability.""" homepage = "http://r-forge.r-project.org/projects/xts/" url = "https://cloud.r-project.org/src/contrib/xts_0.11-2.tar.gz" Explanation: Complete the truncated code structure
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advanced
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api
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error_fixing
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Pythoncode:Python
| 0
| 1
| 325
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack import *\n\n\nclass RXts(RPackage):\n \"\"\"Provide for uniform handling of R's different time-based data classes by\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other\n# Spack Project Developers. See the top-level COPYRIGHT file for details.\n#\n# SPDX-License-Identifier: (Apache-2.0 OR MIT)\n\nfrom spack import *\n\n\nclass RXts(RPackage):\n \"\"\"Provide for uniform handling of R's different time-based data classes by\n extending zoo, maximizing native format information preservation and\n allowing for user level customization and extension, while simplifying\n cross-class interoperability.\"\"\"\n\n homepage = \"http://r-forge.r-project.org/projects/xts/\"\n url = \"https://cloud.r-project.org/src/contrib/xts_0.11-2.tar.gz\"\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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f8d7e5ead057431bae183bbe4b52bcbc1bde7f4d
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: # Copyright (C) July 2018: TF TECH NV in Belgium see https://www.threefold.tech/ # In case TF TECH NV ceases to exist (e.g. because of bankruptcy) # then Incubaid NV also in Belgium will get the Copyright & Authorship for all changes made since July 2018 # and the license will automatically become Apache v2 for all code related to Jumpscale & DigitalMe # This file is part of jumpscale at <https://github.com/threefoldtech>. # jumpscale is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # jumpscale is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License v3 for more details. # # You should have received a copy of the GNU General Public License # along with jumpscale or jumpscale derived works. If not, see <http://www.gnu.org/licenses/>. # LICENSE END from Jumpscale import j from .JSConfigBCDBBase import JSConfigBCDBBase class JSConfigsBCDB(JSConfigBCDBBase): def _childclass_selector(self, jsxobject, **kwargs): """ allow custom implementation of which child class to use :return: """ return self.__class__._CHILDCLASS def new(self, name, jsxobject=None, autosave=True, **kwargs): """ it it exists will delete if first when delete == True :param name: :param jsxobject: :param autosave: sets the autosave argument on the data and also saves the object before the function returns. If set to False, you need to explicitly save the object. :param kwargs: :return: """ if self.exists(name=name): raise j.exceptions.Base("cannot do new object, exists") jsconfig = self._new(name=name, jsxobject=jsxobject, autosave=autosave, **kwargs) self._check(jsconfig) return jsconfig def _check_children(self): if not self._cache_use: assert self._children == {} def _check(self, jsconfig): if jsconfig._id is None: # model has never been saved no check required yet return # lets do some tests (maybe in future can be removed, but for now the safe bet) assert jsconfig._id > 0 mother_id = jsconfig._mother_id_get() if mother_id: assert jsconfig.mother_id == mother_id assert jsconfig._model.schema._md5 == self._model.schema._md5 ... [15 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 27 • IndentationError at line 48 Fixes: • Complete the expression on the last line • Add closing quote at line 27 • Fix indentation to match Python syntax rules
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advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 2,689
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright (C) July 2018: TF TECH NV in Belgium see https://www.threefold.tech/\n# In case TF TECH NV ceases to exist (e.g. because of bankruptcy)\n# then Incubaid NV also in Belgium will get the Copyright & Authorship for all changes made since July 2018\n # and the license will automatically become Apache v2 for all code related to Jumpscale & DigitalMe\n# This file is part of jumpscale at <https://github.com/threefoldtech>.\n# jumpscale is free software: you can redistribute it and/or modify\n# it under the terms of the GNU General Public License as published by\n# the Free Software Foundation, either version 3 of the License, or\n# (at your option) any later version.\n#\n# jumpscale is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License v3 for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with jumpscale or jumpscale derived works. If not, see <http://www.gnu.org/licenses/>.\n# LICENSE END\n\n\nfrom Jumpscale import j\nfrom .JSConfigBCDBBase import JSConfigBCDBBase\n\n\nclass JSConfigsBCDB(JSConfigBCDBBase):\n def _childclass_selector(self, jsxobject, **kwargs):\n \"\"\"\n allow custom implementation of which child class to use\n :return:\n \"\"\"\n return self.__class__._CHILDCLASS\n\n def new(self, name, jsxobject=None, autosave=True, **kwargs):\n \"\"\"\n it it exists will delete if first when delete == True\n :param name:\n :param jsxobject:\n :param autosave: sets the autosave argument on the data and also saves the object before the function returns. If set to False, you need to explicitly save the object.\n :param kwargs:\n :return:\n \"\"\"\n if self.exists(name=name):\n raise j.exceptions.Base(\"cannot do new object, exists\")\n jsconfig = self._new(name=name, jsxobject=jsxobject, autosave=autosave, **kwargs)\n self._check(jsconfig)\nreturn jsconfig\n\n def _check_children(self):\n if not self._cache_use:\n assert self._children == {}\n\n def _check(self, jsconfig):\n if jsconfig._id is None:\n # model has never been saved no check required yet\n return\n\n # lets do some tests (maybe in future can be removed, but for now the safe bet)\n assert jsconfig._id > 0\n mother_id = jsconfig._mother_id_get()\n if mother_id:\n assert jsconfig.mother_id == mother_id\n assert jsconfig._model.schema._md5 == self._model.schema._md5\n\n\n ... [15 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 27\n \u2022 IndentationError at line 48\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 27\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
f8d9062a56a02a0e0c258c3b8d23088b9caa04a9
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import utils as utl import error_measures as err # Regression Tree Node class Node: def __init__(self, parent, node_id, index=None, value=None, examples=None, prediction=0): self.index = index self.id = node_id self.prediction = prediction self.value = value self.parent = parent self.examples = examples self.right = None self.left = None self.ssr = 0 self.leaves = 0 self.ssr_as_root = 0 def is_leaf(self): if(self.right == None and self.left == None): return True return False def leafs_id(self): if(not self.is_leaf()): return self._leafs_search(self.left) + self._leafs_search(self.right) return [1] def n_leafs(self): return len(self.leafs_id()) def _leafs_search(self, node): if node.is_leaf(): return [node.id] return self._leafs_search(node.left) + self._leafs_search(node.right) def __str__(self): return str(self.id) # Regression Tree class Regression_Tree: def __init__(self, y_train, root): self.y = y_train self.root = root # Generate Prediction given a test example def predict(self, example, deleted=[]): current_node = self.root while(not current_node.is_leaf() and ((current_node in deleted) == False)): if(example[current_node.index] <= current_node.value): current_node = current_node.left else: current_node = current_node.right return current_node.prediction # Generate Sum Square Residuals of a given node on training data def node_ssr(self, node): ssr = 0 for example in node.examples: ssr = ssr + pow((self.y[example] - node.prediction) , 2) return ssr def leafs_id(self): return self.root.leafs_id() def n_leafs(self): return len(self.leafs_id()) def __str__(self): return self._print(self.root) def print_leaf(self, node): if(node.is_leaf()): print(len(node.examples)) else: self.print_leaf(node.left) self.print_leaf(node.right) def _print(self, node): node_id = str(node.id) r_string = node_id + " " + str(node.ssr) if(not node.is_leaf()): r_string = r_string + "\nLeft : " + node_id + "\n" + self._print(node.left) r_string = r_string + "\nRight: " + node_id + "\n" + self._print(node.right) return r_string
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 14
| 2
| 2,589
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport utils as utl\nimport error_measures as err\n\n# Regression Tree Node\nclass Node:\n def __init__(self, parent, node_id, index=None, value=None, examples=None, prediction=0):\n self.index = index\n self.id = node_id\n self.prediction = prediction\n self.value = value\n self.parent = parent\n self.examples = examples\n self.right = None\n self.left = None \n self.ssr = 0\n self.leaves = 0\n self.ssr_as_root = 0\n \n def is_leaf(self):\n if(self.right == None and self.left == None):\n return True\n return False\n \n def leafs_id(self):\n if(not self.is_leaf()):\n return self._leafs_search(self.left) + self._leafs_search(self.right)\n return [1]\n \n def n_leafs(self):\n return len(self.leafs_id())\n\n def _leafs_search(self, node):\n if node.is_leaf():\n return [node.id]\n return self._leafs_search(node.left) + self._leafs_search(node.right)\n\n def __str__(self):\n return str(self.id)\n\n\n# Regression Tree\nclass Regression_Tree:\n def __init__(self, y_train, root):\n self.y = y_train\n self.root = root\n\n # Generate Prediction given a test example\n def predict(self, example, deleted=[]):\n current_node = self.root\n while(not current_node.is_leaf() and ((current_node in deleted) == False)):\n if(example[current_node.index] <= current_node.value):\n current_node = current_node.left\n else:\n current_node = current_node.right\n return current_node.prediction\n\n # Generate Sum Square Residuals of a given node on training data\n def node_ssr(self, node):\n ssr = 0\n for example in node.examples:\n ssr = ssr + pow((self.y[example] - node.prediction) , 2)\n return ssr\n\n def leafs_id(self):\n return self.root.leafs_id()\n \n def n_leafs(self):\n return len(self.leafs_id())\n\n def __str__(self):\n return self._print(self.root)\n \n def print_leaf(self, node):\n if(node.is_leaf()):\n print(len(node.examples))\n else:\n self.print_leaf(node.left)\n self.print_leaf(node.right)\n\n def _print(self, node):\n node_id = str(node.id)\n r_string = node_id + \" \" + str(node.ssr)\n if(not node.is_leaf()):\n r_string = r_string + \"\\nLeft : \" + node_id + \"\\n\" + self._print(node.left)\n r_string = r_string + \"\\nRight: \" + node_id + \"\\n\" + self._print(node.right)\n return r_string"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
f8da2f02f4840468e37f0eba92152ef522fab6ae
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from starlette.applications import Starlette from starlette.middleware.gzip import GZipMiddleware from starlette.middleware.cors import CORSMiddleware ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from starlette.staticfiles import StaticFiles app = Starlette(debug=False, template_directory='src/site/templates') app.add_middleware(GZipMiddleware, minimum_size=500) app.add_middleware(CORSMiddleware, allow_origins=['*'])
|
intermediate
|
general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 150
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom starlette.applications import Starlette\nfrom starlette.middleware.gzip import GZipMiddleware\nfrom starlette.middleware.cors import CORSMiddleware\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:\nfrom starlette.staticfiles import StaticFiles\n\napp = Starlette(debug=False, template_directory='src/site/templates')\napp.add_middleware(GZipMiddleware, minimum_size=500)\napp.add_middleware(CORSMiddleware, allow_origins=['*'])"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8dde6ce7a9ea138ac9fe3fc5e28f791075d3425
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #! /usr/bin/env python3 # -*- coding: utf-8 -*- """ Contains core logic for Rainman2 """
|
__author__ = 'Ari Saha (arisaha@icloud.com), Mingyang Liu(liux3941@umn.edu)' __date__ = 'Wednesday, February 14th 2018, 11:42:09 am'
|
intermediate
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 225
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#! /usr/bin/env python3\n# -*- coding: utf-8 -*-\n\n\"\"\"\nContains core logic for Rainman2\n\"\"\""}, {"role": "assistant", "content": "\n\n\n__author__ = 'Ari Saha (arisaha@icloud.com), Mingyang Liu(liux3941@umn.edu)'\n__date__ = 'Wednesday, February 14th 2018, 11:42:09 am'"}]
| false
| null | null | null |
f8de8fc01b4a4af13fb95b42532f7a7fe7198cd6
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ BespokeFit Creating bespoke parameters for individual molecules. """ import logging import sys from ._version import get_versions versions = get_versions() __version__ = versions["version"] __git_revision__ = versions["full-revisionid"] del get_versi
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 256
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\nBespokeFit\nCreating bespoke parameters for individual molecules.\n\"\"\"\nimport logging\nimport sys\n\nfrom ._version import get_versions\n\nversions = get_versions()\n__version__ = versions[\"version\"]\n__git_revision__ = versions[\"full-revisionid\"]\ndel get_versi"}, {"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\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8dfe184dbac3633e171f2ced9f8b35d7607d947
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- """ Created on Tue Apr 03 11:06:37 2018 @author: vmg """ import sdf import numpy as np # Load 2006 LUT for interpolation # 2006 Groeneveld Look-Up Table as presented in # "2006 CHF Look-Up Table", Nuclear Engineering and Design 237, pp. 190-1922. # This file requires the file 2006LUTdata.txt # Pressure range [MPa] from 2006 LUT, convert to [Pa] P = np.array((0.10,0.30,0.50,1.0,2.0,3.0,5.0,7.0,10.0,12.0,14.0,16.0,18.0,20.0,21.0))*1e6 # Mass Flux range [kg/m^2-s] from 2006 .LUT. G = np.array((0.,50.,100.,300.,500.,750.,1000.,1500.,2000.,2500.,3000.,3500.,4000.,4500.,5000.,5500.,6000.,6500.,7000.,7500.,8000.)) # Quality range from 2006 LUT x = np.array((-0.50,-0.40,-0.30,-0.20,-0.15,-0.10,-0.05,0.00,0.05,0.10,0.15,0.20,0.25,0.30,0.35,0.40,0.45,0.50,0.60,0.70,0.80,0.90,1.00)) # Critical heat flux [kW/m^2] from 2006 LUT, convert to [W/m^2] q_raw=np.loadtxt('../Data/2006LUTdata.txt')*1e3 # Convert the imported array into a (MxNxQ) where: # M is number of mass flux divisions # N is number of quality divisions # Q is number of pressure divisions lenG = len(G) lenx = len(x) lenP = len(P) q = np.zeros((lenG,lenx,lenP)) for i in xrange(lenG): for j in xrange(lenx): for k in xrange(lenP): q[i,j,k] = q_raw[i + k*lenG,j] ... code continues ...
|
Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: # Create the datasets: ds_G = sdf.Dataset('G', data=G, unit='kg/(m2.s)', is_scale=True, display_name='Mass Flux') ds_x = sdf.Dataset('x', data=x, unit='1', is_scale=True, display_name='Quality') ds_P = sdf.Dataset('P', data=P, unit='Pa', is_scale=True, display_name='Pressure')
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 1,294
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\nCreated on Tue Apr 03 11:06:37 2018\n\n@author: vmg\n\"\"\"\n\nimport sdf\nimport numpy as np\n\n# Load 2006 LUT for interpolation\n# 2006 Groeneveld Look-Up Table as presented in \n# \"2006 CHF Look-Up Table\", Nuclear Engineering and Design 237, pp. 190-1922.\n\n# This file requires the file 2006LUTdata.txt\n\n# Pressure range [MPa] from 2006 LUT, convert to [Pa]\nP = np.array((0.10,0.30,0.50,1.0,2.0,3.0,5.0,7.0,10.0,12.0,14.0,16.0,18.0,20.0,21.0))*1e6\n\n# Mass Flux range [kg/m^2-s] from 2006 .LUT.\nG = np.array((0.,50.,100.,300.,500.,750.,1000.,1500.,2000.,2500.,3000.,3500.,4000.,4500.,5000.,5500.,6000.,6500.,7000.,7500.,8000.))\n\n# Quality range from 2006 LUT\nx = np.array((-0.50,-0.40,-0.30,-0.20,-0.15,-0.10,-0.05,0.00,0.05,0.10,0.15,0.20,0.25,0.30,0.35,0.40,0.45,0.50,0.60,0.70,0.80,0.90,1.00))\n\n# Critical heat flux [kW/m^2] from 2006 LUT, convert to [W/m^2]\nq_raw=np.loadtxt('../Data/2006LUTdata.txt')*1e3\n\n# Convert the imported array into a (MxNxQ) where:\n# M is number of mass flux divisions\n# N is number of quality divisions\n# Q is number of pressure divisions\nlenG = len(G)\nlenx = len(x)\nlenP = len(P)\nq = np.zeros((lenG,lenx,lenP))\nfor i in xrange(lenG):\n for j in xrange(lenx):\n for k in xrange(lenP):\n q[i,j,k] = q_raw[i + k*lenG,j] \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: For block is incomplete - body missing\n\n To complete:\n \u2022 Add body to For block or use 'pass' statement\n\n Example continuation:\n \n# Create the datasets:\nds_G = sdf.Dataset('G', data=G, unit='kg/(m2.s)', is_scale=True, display_name='Mass Flux')\nds_x = sdf.Dataset('x', data=x, unit='1', is_scale=True, display_name='Quality')\nds_P = sdf.Dataset('P', data=P, unit='Pa', is_scale=True, display_name='Pressure')"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
f8e0235b8205933db406d18f8b9437b0dca33a40
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import unittest from pathlib import Path from pprint import pprint from vint.compat.itertools import zip_longest from vint.linting.linter import Linter from vint.linting.config.config_default_source import ConfigDefaultSource class PolicyAssertion(unittest.TestCase): class StubPolicySet(object): def __init__(self, *policies): self._policies = policies def get_enabled_policies(self): return self._policies def update_by_config(self, policy_enabling_map): pass class StubConfigContainer(object): def __init__(self, policy_names_to_enable): default_config_dict = ConfigDefaultSource(None).get_config_dict() policy_options = default_config_dict.get('policies', {}) for policy, options in policy_options.items(): options['enabled'] = False for policy in policy_names_to_enable: options = policy_options.setdefault(policy, {}) options['enabled'] = True self._config_dict = { 'policies': policy_options, } def append_config_source(self, config_source): # Ignore a comment config source pass def get_config_dict(self): return self._config_dict def assertFoundNoViolations(self, path, Policy, policy_options=None): self.assertFoundViolationsEqual(path, Policy, [], policy_options) def assertFoundViolationsEqual(self, path, Policy, expected_violations, policy_options=None): policy_to_test = Policy() policy_name = Policy.__name__ policy_set = PolicyAssertion.StubPolicySet(policy_to_test) config = PolicyAssertion.StubConfigContainer(policy_name) if policy_options is not None: config.get_config_dict()['policies'][policy_name].update(policy_options) linter = Linter(policy_set, config.get_config_dict()) violations = linter.lint_file(path) pprint(violations) assert len(violations) == len(expected_violations) for violation, expected_violation in zip_longest(violations, expected_violations: self.assertViolation(violation, expected_violation) def assertViolation(self, actual_violation, expected_violation): self.assertIsNot(actual_violation, None) self.assertIsNot(expected_violation, None) pprint(actual_violation) assert actual_violation['name'] == expected_violation['name'] assert actual_violation['position'] == expected_violation['position'] assert actual_violation['level'] == expected_violation['level'] self.assertIsInstance(actual_violation['description'], str) def get_fixture_path(*filename): return Path('test', 'fixture', 'policy', *filename)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 70 - expected ')' • Block at line 24 has no indented body • Invalid syntax at line 70: for violation, expected_violation in zip_longest(violations, expected_violations: Fixes: • Add closing ')' bracket • Review syntax near the error location
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 10
| 3
| 2,835
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport unittest\nfrom pathlib import Path\nfrom pprint import pprint\nfrom vint.compat.itertools import zip_longest\nfrom vint.linting.linter import Linter\nfrom vint.linting.config.config_default_source import ConfigDefaultSource\n\n\nclass PolicyAssertion(unittest.TestCase):\n class StubPolicySet(object):\n def __init__(self, *policies):\n self._policies = policies\n\n\n def get_enabled_policies(self):\n return self._policies\n\n\n def update_by_config(self, policy_enabling_map):\n pass\n\n\n class StubConfigContainer(object):\n def __init__(self, policy_names_to_enable):\n\n default_config_dict = ConfigDefaultSource(None).get_config_dict()\n policy_options = default_config_dict.get('policies', {})\n\n for policy, options in policy_options.items():\n options['enabled'] = False\n\n for policy in policy_names_to_enable:\n options = policy_options.setdefault(policy, {})\n options['enabled'] = True\n\n self._config_dict = {\n 'policies': policy_options,\n }\n\n\n def append_config_source(self, config_source):\n # Ignore a comment config source\n pass\n\n\n def get_config_dict(self):\n return self._config_dict\n\n\n def assertFoundNoViolations(self, path, Policy, policy_options=None):\n self.assertFoundViolationsEqual(path, Policy, [], policy_options)\n\n\n def assertFoundViolationsEqual(self, path, Policy, expected_violations, policy_options=None):\n policy_to_test = Policy()\n policy_name = Policy.__name__\n\n policy_set = PolicyAssertion.StubPolicySet(policy_to_test)\n config = PolicyAssertion.StubConfigContainer(policy_name)\n\n if policy_options is not None:\n config.get_config_dict()['policies'][policy_name].update(policy_options)\n\n linter = Linter(policy_set, config.get_config_dict())\n violations = linter.lint_file(path)\n\n pprint(violations)\n assert len(violations) == len(expected_violations)\n\n for violation, expected_violation in zip_longest(violations, expected_violations:\n self.assertViolation(violation, expected_violation)\n\n\n def assertViolation(self, actual_violation, expected_violation):\n self.assertIsNot(actual_violation, None)\n self.assertIsNot(expected_violation, None)\n\n pprint(actual_violation)\n\n assert actual_violation['name'] == expected_violation['name']\n assert actual_violation['position'] == expected_violation['position']\n assert actual_violation['level'] == expected_violation['level']\n\n self.assertIsInstance(actual_violation['description'], str)\n\n\ndef get_fixture_path(*filename):\n return Path('test', 'fixture', 'policy', *filename)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 70 - expected ')'\n \u2022 Block at line 24 has no indented body\n \u2022 Invalid syntax at line 70: for violation, expected_violation in zip_longest(violations, expected_violations:\n\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
f8e07bde7c24919fc5325f0451f8753ee945632d
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import copy import json import logging import os import sys import time from collections import defaultdict import numpy as np import tensorflow as tf from sklearn import decomposition from .. import dp_logging from . import labeler_utils from .base_model import AutoSubRegistrationMeta, BaseModel, BaseTrainableModel class NoV1ResourceMessageFilter(logging.Filter): """Removes TF2 warning for using TF1 model which has resources.""" def filter(self, record): msg = 'is a problem, consider rebuilding the SavedModel after ' + \ 'running tf.compat.v1.enable_resource_variables()' return msg not in record.getMessage() tf_logger = logging.getLogger('tensorflow') tf_logger.addFilter(NoV1ResourceMessageFilter()) @tf.keras.utils.register_keras_serializable() ... [34 more classdefs truncated ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 31 - expected ']' • Invalid syntax at line 31: ... [34 more classdefs truncated ... Fixes: • Complete the expression on the last line • Add closing ']' bracket • Review syntax near the error location
|
advanced
|
ui
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 843
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport copy\nimport json\nimport logging\nimport os\nimport sys\nimport time\nfrom collections import defaultdict\n\nimport numpy as np\nimport tensorflow as tf\nfrom sklearn import decomposition\n\nfrom .. import dp_logging\nfrom . import labeler_utils\nfrom .base_model import AutoSubRegistrationMeta, BaseModel, BaseTrainableModel\n\nclass NoV1ResourceMessageFilter(logging.Filter):\n \"\"\"Removes TF2 warning for using TF1 model which has resources.\"\"\"\n def filter(self, record):\n msg = 'is a problem, consider rebuilding the SavedModel after ' + \\\n 'running tf.compat.v1.enable_resource_variables()'\n return msg not in record.getMessage()\n\n\ntf_logger = logging.getLogger('tensorflow')\ntf_logger.addFilter(NoV1ResourceMessageFilter())\n\n\n@tf.keras.utils.register_keras_serializable()\n\n ... [34 more classdefs truncated ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 31 - expected ']'\n \u2022 Invalid syntax at line 31: ... [34 more classdefs truncated ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
f8e0ad168c40024827eba4f57a5381ccd338e24b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. from datetime import datetime import json from flask import Blueprint, request from flask_admin import BaseView, expose import pandas as pd from airflow.hooks.hive_hooks import HiveMetastoreHook, HiveCliHook from airflow.hooks.mysql_hook import MySqlHook from airflow.hooks.presto_hook import PrestoHook from airflow.plugins_manager import AirflowPlugin from airflow.www import utils as wwwutils from airflow.www.decorators import gzipped class MetastoreBrowserView(BaseView, wwwutils.DataProfilingMixin): @expose('/') def index(self): sql = """ SELECT a.name as db, db_location_uri as location, count(1) as object_count, a.desc as description FROM DBS a JOIN TBLS b ON a.DB_ID = b.DB_ID GROUP BY a.name, db_location_uri, a.desc """.format(**locals()) h = MySqlHook(METASTORE_MYSQL_CONN_ID) df = h.get_pandas_df(sql) df.db = ( '<a href="/admin/metastorebrowserview/db/?db=' + df.db + '">' + df.db + '</a>') table = df.to_html(
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 38 • Unclosed '(' at line 51 - expected ')' • Block at line 34 has no indented body Fix: Close the string literal with matching quote
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advanced
|
api
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 1,880
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n\nfrom datetime import datetime\nimport json\n\nfrom flask import Blueprint, request\nfrom flask_admin import BaseView, expose\nimport pandas as pd\n\nfrom airflow.hooks.hive_hooks import HiveMetastoreHook, HiveCliHook\nfrom airflow.hooks.mysql_hook import MySqlHook\nfrom airflow.hooks.presto_hook import PrestoHook\nfrom airflow.plugins_manager import AirflowPlugin\nfrom airflow.www import utils as wwwutils\nfrom airflow.www.decorators import gzipped\n\nclass MetastoreBrowserView(BaseView, wwwutils.DataProfilingMixin):\n\n @expose('/')\n def index(self):\n sql = \"\"\"\n SELECT\n a.name as db, db_location_uri as location,\n count(1) as object_count, a.desc as description\n FROM DBS a\n JOIN TBLS b ON a.DB_ID = b.DB_ID\n GROUP BY a.name, db_location_uri, a.desc\n \"\"\".format(**locals())\n h = MySqlHook(METASTORE_MYSQL_CONN_ID)\n df = h.get_pandas_df(sql)\n df.db = (\n '<a href=\"/admin/metastorebrowserview/db/?db=' +\n df.db + '\">' + df.db + '</a>')\n table = df.to_html("}, {"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 38\n \u2022 Unclosed '(' at line 51 - expected ')'\n \u2022 Block at line 34 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
f8e1bca5e78231c74ae6a4100aeb7480c5e84ad6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python3 # SPDX-FileCopyrightText: 2021 Aaron Dewes <aaron.dewes@protonmail.com> # # SPDX-License-Identifier: MIT import stat import tempfile import threading from typing import List from sys import argv import os import requests import shutil import json import yaml import subprocess from lib.composegenerator.v0.generate import createComposeConfigFromV0 from lib.composegenerator.v1.generate import createComposeConfigFromV1 from lib.appymlgenerator import convertComposeYMLToAppYML from lib.validate import findAndValidateApps from lib.metadata import getAppRegistry, getSimpleAppRegistry from lib.entropy import deriveEntropy # For an array of threads, join them and wait for them to finish def joinThreads(threads: List[threading.Thread]): for thread in threads: thread.join() # The directory with this script scriptDir = os.path.dirname(os.path.realpath(__file__)) nodeRoot = os.path.join(scriptDir, "..", "..") appsDir = os.path.join(nodeRoot, "apps") appSystemDir = os.path.join(nodeRoot, "app-system") sourcesList = os.path.join(appSystemDir, "sources.list") appDataDir = os.path.join(nodeRoot, "app-data") userFile = os.path.join(nodeRoot, "db", "user.json") legacyScript = os.path.join(nodeRoot, "scripts", "app") def runCompose(app: str, args: str): compose(app, args) # Returns a list of every argument after the second one in sys.argv joined into a string by spaces def getArguments(): arguments = "" for i in range(3, len(argv)): arguments += argv[i] + " " return arguments def getAppYml(name): url = 'https://raw.githubusercontent.com/runcitadel/compose-nonfree/main/apps/' + \ name + '/' + 'app.yml' response = requests.get(url) if response.status_code == 200: return response.text else: return False def getAppYmlPath(app): return os.path.join(appsDir, app, 'app.yml') def composeToAppYml(app): composeFile = os.path.join(appsDir, app, "docker-compose.yml") appYml = os.path.join(appsDir, app, "app.yml") # Read the compose file and parse it with open(composeFile, "r") as f: compose = yaml.safe_load(f) registry = os.path.join(appsDir, "registry.json") # Load the registry with open(registry, "r") as f: registryData = json.load(f) converted = convertComposeYMLToAppYML(compose, app, registryData) # Put converted into the app.yml after encoding it as YAML with open(appYml, "w") as f: f.write(yaml.dump(converted, sort_keys=False)) ... [14 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 89: ... [14 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 60 Unexpected indentation at line 61 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
|
api
|
debugging
|
Pythoncode:Python
| 6
| 0
| 2,580
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# SPDX-FileCopyrightText: 2021 Aaron Dewes <aaron.dewes@protonmail.com>\n#\n# SPDX-License-Identifier: MIT\n\nimport stat\nimport tempfile\nimport threading\nfrom typing import List\nfrom sys import argv\nimport os\nimport requests\nimport shutil\nimport json\nimport yaml\nimport subprocess\n\nfrom lib.composegenerator.v0.generate import createComposeConfigFromV0\nfrom lib.composegenerator.v1.generate import createComposeConfigFromV1\nfrom lib.appymlgenerator import convertComposeYMLToAppYML\nfrom lib.validate import findAndValidateApps\nfrom lib.metadata import getAppRegistry, getSimpleAppRegistry\nfrom lib.entropy import deriveEntropy\n\n# For an array of threads, join them and wait for them to finish\n\n\ndef joinThreads(threads: List[threading.Thread]):\n for thread in threads:\n thread.join()\n\n\n# The directory with this script\nscriptDir = os.path.dirname(os.path.realpath(__file__))\nnodeRoot = os.path.join(scriptDir, \"..\", \"..\")\nappsDir = os.path.join(nodeRoot, \"apps\")\nappSystemDir = os.path.join(nodeRoot, \"app-system\")\nsourcesList = os.path.join(appSystemDir, \"sources.list\")\nappDataDir = os.path.join(nodeRoot, \"app-data\")\nuserFile = os.path.join(nodeRoot, \"db\", \"user.json\")\nlegacyScript = os.path.join(nodeRoot, \"scripts\", \"app\")\n\n\ndef runCompose(app: str, args: str):\n compose(app, args)\n\n# Returns a list of every argument after the second one in sys.argv joined into a string by spaces\n\n\ndef getArguments():\n arguments = \"\"\n for i in range(3, len(argv)):\n arguments += argv[i] + \" \"\n return arguments\n\n\ndef getAppYml(name):\n url = 'https://raw.githubusercontent.com/runcitadel/compose-nonfree/main/apps/' + \\\n name + '/' + 'app.yml'\n response = requests.get(url)\n if response.status_code == 200:\n return response.text\n else:\n return False\n\n\ndef getAppYmlPath(app):\n return os.path.join(appsDir, app, 'app.yml')\n\n\ndef composeToAppYml(app):\n composeFile = os.path.join(appsDir, app, \"docker-compose.yml\")\n appYml = os.path.join(appsDir, app, \"app.yml\")\n # Read the compose file and parse it\n with open(composeFile, \"r\") as f:\n compose = yaml.safe_load(f)\n registry = os.path.join(appsDir, \"registry.json\")\n # Load the registry\n with open(registry, \"r\") as f:\n registryData = json.load(f)\n converted = convertComposeYMLToAppYML(compose, app, registryData)\n # Put converted into the app.yml after encoding it as YAML\n with open(appYml, \"w\") as f:\n f.write(yaml.dump(converted, sort_keys=False))\n\n\n\n ... [14 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 89: ... [14 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
f8e296b5bc6bda6288119a1eb8117102f686848c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from query.base import BaseQuery class CommitMetaQuery(BaseQuery): table_name = 'commit_meta' class DiffusionFeaturesQuery(BaseQuery): table_name = 'diffusion_features' class SizeFeaturesQuery(BaseQuery): table_name = 'size_features' class PurposeFeaturesQuery(BaseQuery): table_name = 'purpose_features' class HistoryFeaturesQuery(BaseQuery): table_name = 'history_features' class ExperienceFeaturesQuery(BaseQuery): table_name = 'experience_features' class ProjectQuery: def __init__(self, project): self.project = project self.cms = CommitMetaQuery(project).do_query() self.diffusion_features = DiffusionFeaturesQuery(project).do_query() self.size_features = SizeFeaturesQuery(project).do_query() self.purpose_features = PurposeFeaturesQuery(project).do_query() self.history_features = HistoryFeaturesQuery(project).do_query() self.exp_features = ExperienceFeaturesQuery(project).do_query() self.__cache_end_commit_id = None @property def end_commit_id(self): if self.__cache_end_commit_id is not None: return self.__cache_end_commit_id commit_id = None for pf in self.purpose_features: if pf.fix: commit_id = pf.commit_id self.__cache_end_commit_id = commit_id return self.__cache_end_commit_id def combine(self): features_dict = dict() for sf in self.size_features: features_dict[sf.commit_id] = dict() features_dict[sf.commit_id]['la'] = sf.la features_dict[sf.commit_id]['ld'] = sf.ld features_dict[sf.commit_id]['lt'] = sf.lt for df in self.diffusion_features: features_dict[df.commit_id]['ns'] = df.ns features_dict[df.commit_id]['nd'] = df.nd features_dict[df.commit_id]['nf'] = df.nf features_dict[df.commit_id]['entropy'] = df.entropy for pf in self.purpose_features: features_dict[pf.commit_id]['fix'] = pf.fix for hf in self.history_features: features_dict[hf.commit_id]['ndev'] = hf.ndev features_dict[hf.commit_id]['age'] = hf.age features_dict[hf.commit_id]['nuc'] = hf.nuc for ef in self.exp_features: features_dict[ef.commit_id]['exp'] = ef.exp features_dict[ef.commit_id]['rexp'] = ef.rexp features_dict[ef.commit_id]['sexp'] = ef.sexp ret_list = list() for cm in self.cms: cm_dict = features_dict[cm.commit_id] if len(cm_dict) == 14: cm_dict['commit_id'] = cm.commit_id ret_list.append(cm_dict) if cm.commit_id == self.end_commit_id: break return ret_list
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 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 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 80 ✨ Improvements: Add docstring to class 'CommitMetaQuery' Add docstring to class 'DiffusionFeaturesQuery' Add docstring to class 'SizeFeaturesQuery' Add docstring to class 'PurposeFeaturesQuery' Add docstring to class 'HistoryFeaturesQuery' Add docstring to class 'ExperienceFeaturesQuery' Add docstring to class 'ProjectQuery' Add docstring to function '__init__' Add docstring to function 'end_commit_id' Add docstring to function 'combine'
|
advanced
|
database
|
code_review
|
Pythoncode:Python
| 3
| 7
| 2,814
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom query.base import BaseQuery\n\n\nclass CommitMetaQuery(BaseQuery):\n table_name = 'commit_meta'\n\n\nclass DiffusionFeaturesQuery(BaseQuery):\n table_name = 'diffusion_features'\n\n\nclass SizeFeaturesQuery(BaseQuery):\n table_name = 'size_features'\n\n\nclass PurposeFeaturesQuery(BaseQuery):\n table_name = 'purpose_features'\n\n\nclass HistoryFeaturesQuery(BaseQuery):\n table_name = 'history_features'\n\n\nclass ExperienceFeaturesQuery(BaseQuery):\n table_name = 'experience_features'\n\n\nclass ProjectQuery:\n def __init__(self, project):\n self.project = project\n self.cms = CommitMetaQuery(project).do_query()\n self.diffusion_features = DiffusionFeaturesQuery(project).do_query()\n self.size_features = SizeFeaturesQuery(project).do_query()\n self.purpose_features = PurposeFeaturesQuery(project).do_query()\n self.history_features = HistoryFeaturesQuery(project).do_query()\n self.exp_features = ExperienceFeaturesQuery(project).do_query()\n self.__cache_end_commit_id = None\n\n @property\n def end_commit_id(self):\n if self.__cache_end_commit_id is not None:\n return self.__cache_end_commit_id\n commit_id = None\n for pf in self.purpose_features:\n if pf.fix:\n commit_id = pf.commit_id\n self.__cache_end_commit_id = commit_id\n return self.__cache_end_commit_id\n\n def combine(self):\n features_dict = dict()\n for sf in self.size_features:\n features_dict[sf.commit_id] = dict()\n features_dict[sf.commit_id]['la'] = sf.la\n features_dict[sf.commit_id]['ld'] = sf.ld\n features_dict[sf.commit_id]['lt'] = sf.lt\n for df in self.diffusion_features:\n features_dict[df.commit_id]['ns'] = df.ns\n features_dict[df.commit_id]['nd'] = df.nd\n features_dict[df.commit_id]['nf'] = df.nf\n features_dict[df.commit_id]['entropy'] = df.entropy\n for pf in self.purpose_features:\n features_dict[pf.commit_id]['fix'] = pf.fix\n for hf in self.history_features:\n features_dict[hf.commit_id]['ndev'] = hf.ndev\n features_dict[hf.commit_id]['age'] = hf.age\n features_dict[hf.commit_id]['nuc'] = hf.nuc\n for ef in self.exp_features:\n features_dict[ef.commit_id]['exp'] = ef.exp\n features_dict[ef.commit_id]['rexp'] = ef.rexp\n features_dict[ef.commit_id]['sexp'] = ef.sexp\n ret_list = list()\n for cm in self.cms:\n cm_dict = features_dict[cm.commit_id]\n if len(cm_dict) == 14:\n cm_dict['commit_id'] = cm.commit_id\n ret_list.append(cm_dict)\n if cm.commit_id == self.end_commit_id:\n break\n return ret_list"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 52\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 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 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 Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 80\n\n\u2728 Improvements:\n Add docstring to class 'CommitMetaQuery'\n Add docstring to class 'DiffusionFeaturesQuery'\n Add docstring to class 'SizeFeaturesQuery'\n Add docstring to class 'PurposeFeaturesQuery'\n Add docstring to class 'HistoryFeaturesQuery'\n Add docstring to class 'ExperienceFeaturesQuery'\n Add docstring to class 'ProjectQuery'\n Add docstring to function '__init__'\n Add docstring to function 'end_commit_id'\n Add docstring to function 'combine'"}]
| false
| null | null | null |
f8e31dd1ab5827961bb3c5e7a54cd2196fee2f7f
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from kim import Mapper, field from example.models import Planet, Character class PlanetMapper(Mapper):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 6 has no indented body • IndentationError at line 6 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 2
| 106
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom kim import Mapper, field\n\nfrom example.models import Planet, Character\n\n\nclass PlanetMapper(Mapper):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 6 has no indented body\n \u2022 IndentationError at line 6\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8e3234f6fa0a9c3711d4ac7b793885d955f7286
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Based on local.py (c) 2012, Michael DeHaan <michael.dehaan@gmail.com> # Based on chroot.py (c) 2013, Maykel Moya <mmoya@speedyrails.com> # Based on func.py # (c) 2014, Michael Scherer <misc@zarb.org> # (c) 2017 Ansible Project # GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt) from __future__ import (absolute_import, division, print_function) class Connection(ConnectionBase): """ Salt-based connections """ has_pipelining = False # while the name of the product is salt, naming that module salt cause # trouble with module import transport = 'community.general.saltstack' def __init__(self, play_context, new_stdin, *args, **kwargs): super(Connection, self).__init__(play_context, new_stdin, *args, **kwargs) self.host = self._play_context.remote_addr def _connect(self): if not HAVE_SALTSTACK: raise errors.AnsibleError("saltstack is not installed") self.client = sc.LocalClient() self._connected = True return self def exec_command(self, cmd, sudoable=False, in_data=None): """ run a command on the remote minion """ super(Connection, self).exec_command(cmd, in_data=in_data, sudoable=sudoable) if in_data: raise errors.AnsibleError("Internal Error: this module does not support optimized module pipelining") ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self._display.vvv("EXEC %s" % cmd, host=self.host) # need to add 'true;' to work around https://github.com/saltstack/salt/issues/28077 res = self.client.cmd(self.host, 'cmd.exec_code_all', ['bash', 'true;' + cmd]) if self.host not in res: raise errors.AnsibleError("Minion %s didn't answer, check if salt-minion is running and the name is correct" % self.host)
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 5
| 1
| 1,393
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Based on local.py (c) 2012, Michael DeHaan <michael.dehaan@gmail.com>\n# Based on chroot.py (c) 2013, Maykel Moya <mmoya@speedyrails.com>\n# Based on func.py\n# (c) 2014, Michael Scherer <misc@zarb.org>\n# (c) 2017 Ansible Project\n# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)\n\nfrom __future__ import (absolute_import, division, print_function)\nclass Connection(ConnectionBase):\n \"\"\" Salt-based connections \"\"\"\n\n has_pipelining = False\n # while the name of the product is salt, naming that module salt cause\n # trouble with module import\n transport = 'community.general.saltstack'\n\n def __init__(self, play_context, new_stdin, *args, **kwargs):\n super(Connection, self).__init__(play_context, new_stdin, *args, **kwargs)\n self.host = self._play_context.remote_addr\n\n def _connect(self):\n if not HAVE_SALTSTACK:\n raise errors.AnsibleError(\"saltstack is not installed\")\n\n self.client = sc.LocalClient()\n self._connected = True\n return self\n\n def exec_command(self, cmd, sudoable=False, in_data=None):\n \"\"\" run a command on the remote minion \"\"\"\n super(Connection, self).exec_command(cmd, in_data=in_data, sudoable=sudoable)\n\n if in_data:\n raise errors.AnsibleError(\"Internal Error: this module does not support optimized module pipelining\")\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self._display.vvv(\"EXEC %s\" % cmd, host=self.host)\n # need to add 'true;' to work around https://github.com/saltstack/salt/issues/28077\n res = self.client.cmd(self.host, 'cmd.exec_code_all', ['bash', 'true;' + cmd])\n if self.host not in res:\n raise errors.AnsibleError(\"Minion %s didn't answer, check if salt-minion is running and the name is correct\" % self.host)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8e3680aea79628533b40e4e3bc074491f7796fd
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.shortcuts import render_to_response from django.http import HttpResponseRedirect from django.template import RequestContext from django.utils.translation import ugettext_lazy as _ from servers.models import Compute from create.models import Flavor from instance.models import Instance from libvirt import libvirtError
|
from vrtManager.create import wvmCreate from vrtManager import util from create.forms import FlavorAddForm, NewVMForm ... [1 more functiondefs truncated] ...
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 500
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.shortcuts import render_to_response\nfrom django.http import HttpResponseRedirect\nfrom django.template import RequestContext\nfrom django.utils.translation import ugettext_lazy as _\n\nfrom servers.models import Compute\nfrom create.models import Flavor\nfrom instance.models import Instance\n\nfrom libvirt import libvirtError"}, {"role": "assistant", "content": "\n\nfrom vrtManager.create import wvmCreate\nfrom vrtManager import util\nfrom create.forms import FlavorAddForm, NewVMForm\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
f8e37ad4239180526865365831c9ddf7d0371aa5
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import torch __author__ = 'Andres' def calc_gradient_penalty_bayes(discriminator, real_data, fake_data, gamma): device = torch.device("cuda" if torch.cuda.is_available() else "cpu") batch_size = real_data.size()[0] alpha = torch.rand(batch_size, 1, 1, 1) alpha = alpha.expand(real_data.size()).to(device) interpolates = alpha * real_data + ((1 - alpha) * fake_data) interpolates = torch.autograd.Variable(interpolates, requires_grad=True).to(device) disc_interpolates = discriminator(interpolates) gradients = torch.autograd.grad(outputs=disc_interpolates, inputs=interpolates, grad_outputs=torch.ones(disc_interpolates.size()).to(device), create_graph=True, retain_graph=True, only_inputs=True)[0] gradient_penalty = ((gradients.norm(2) - 1) ** 2) * gamma ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation: return gradient_penalty
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intermediate
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database
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incomplete_code
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Pythoncode:Python
| 1
| 0
| 858
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport torch\n\n__author__ = 'Andres'\n\ndef calc_gradient_penalty_bayes(discriminator, real_data, fake_data, gamma):\n device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n batch_size = real_data.size()[0]\n\n alpha = torch.rand(batch_size, 1, 1, 1)\n alpha = alpha.expand(real_data.size()).to(device)\n\n interpolates = alpha * real_data + ((1 - alpha) * fake_data)\n interpolates = torch.autograd.Variable(interpolates, requires_grad=True).to(device)\n disc_interpolates = discriminator(interpolates)\n\n gradients = torch.autograd.grad(outputs=disc_interpolates, inputs=interpolates,\n grad_outputs=torch.ones(disc_interpolates.size()).to(device),\n create_graph=True, retain_graph=True, only_inputs=True)[0]\n gradient_penalty = ((gradients.norm(2) - 1) ** 2) * gamma\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:\n return gradient_penalty"}]
| true
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syntax
|
INCOMPLETE_LOGIC
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MEDIUM
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f8e487af25b9797dd2a942cb5666ca85e89e2765
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import a_file def test_a(capsys): assert a_file.bla() == 5 assert a_file.LOG_MESSAGE in capsys.readouterr().err
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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beginner
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testing
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refactoring
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Pythoncode:Python
| 1
| 0
| 121
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport a_file\n\ndef test_a(capsys):\n assert a_file.bla() == 5\n assert a_file.LOG_MESSAGE in capsys.readouterr().err"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
f8e61b754a032cf61ead46cd66c6dc6f3690b256
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import streamlit as st from ui.session_state import SessionState, get_state from infer import ModelStage # Complete this line def show(state: SessionState): st.header("identify") state = get_state() if state.model.stage < ModelStage.DEFINED: st.error("Please create the model first!")
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The missing line is:
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intermediate
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ui
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fill_in_the_blank
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Pythoncode:Python
| 1
| 0
| 286
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport streamlit as st\nfrom ui.session_state import SessionState, get_state\nfrom infer import ModelStage\n\n # Complete this line\ndef show(state: SessionState):\n st.header(\"identify\")\n state = get_state()\n if state.model.stage < ModelStage.DEFINED:\n st.error(\"Please create the model first!\")"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
f8e61d9aa8b9610c3339494d4c960ec17ee4ba35
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: class UniverseTrainDataLoader(TrainDataLoader): def __init__(self, in_path="./", batch_size=None, nbatches=None, threads=8, sampling_mode="normal", bern_flag=0, filter_flag=1, neg_ent=1, neg_rel=0, initial_random_seed=2): super(UniverseTrainDataLoader, self).__init__(in_path=in_path, batch_size=batch_size, nbatches=nbatches, threads=threads, sampling_mode=sampling_mode, bern_flag=bern_flag, filter_flag=filter_flag, neg_ent=neg_ent, neg_rel=neg_rel, initial_random_seed=initial_random_seed) self.entity_total_universe = 0 self.relation_total_universe = 0 self.train_total_universe = 0 """argtypes""" self.lib.sampling.argtypes = [ ctypes.c_void_p, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_void_p, ctypes.c_int64, ctypes.c_int64, ctypes.c_int64, ctypes.c_int64, ctypes.c_int64, ctypes.c_int64, ctypes.c_int64 ] self.lib.getParallelUniverse.argtypes = [ ctypes.c_int64, ctypes.c_float, ctypes.c_int64 ] self.lib.getEntityRemapping.argtypes = [ ctypes.c_void_p ]
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 1 has no indented body 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
| 5
| 1
| 1,419
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass UniverseTrainDataLoader(TrainDataLoader):\n\n def __init__(self, in_path=\"./\", batch_size=None, nbatches=None, threads=8, sampling_mode=\"normal\", bern_flag=0,\n filter_flag=1, neg_ent=1, neg_rel=0, initial_random_seed=2):\n super(UniverseTrainDataLoader, self).__init__(in_path=in_path, batch_size=batch_size, nbatches=nbatches,\n threads=threads, sampling_mode=sampling_mode, bern_flag=bern_flag,\n filter_flag=filter_flag, neg_ent=neg_ent, neg_rel=neg_rel,\n initial_random_seed=initial_random_seed)\n self.entity_total_universe = 0\n self.relation_total_universe = 0\n self.train_total_universe = 0\n\n \"\"\"argtypes\"\"\"\n self.lib.sampling.argtypes = [\n ctypes.c_void_p,\n ctypes.c_void_p,\n ctypes.c_void_p,\n ctypes.c_void_p,\n ctypes.c_int64,\n ctypes.c_int64,\n ctypes.c_int64,\n ctypes.c_int64,\n ctypes.c_int64,\n ctypes.c_int64,\n ctypes.c_int64\n ]\n\n self.lib.getParallelUniverse.argtypes = [\n ctypes.c_int64,\n ctypes.c_float,\n ctypes.c_int64\n ]\n\n self.lib.getEntityRemapping.argtypes = [\n ctypes.c_void_p\n ]"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 1 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
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f8e6a09b44f3ad67acebf3ea296df8c1d2d40eaf
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import sys import unittest import torch import torch._C from pathlib import Path from test_nnapi import TestNNAPI from torch.testing._internal.common_utils import TEST_WITH_ASAN # Make the helper files in test/ importable class TestNnapiBackend(TestNNAPI): def setUp(self): super().setUp() # Save default dtype module = torch.nn.PReLU() self.default_dtype = module.weight.dtype # Change dtype to float32 (since a different unit test changed dtype to float64, # which is not supported by the Android NNAPI delegate) # Float32 should typically be the default in other files. torch.set_default_dtype(torch.float32) # Load nnapi delegate library torch.ops.load_library(str(lib_path)) # Override def call_lowering_to_nnapi(self, traced_module, args): compile_spec = {"forward": {"inputs": args}} return torch._C._jit_to_backend("nnapi", traced_module, compile_spec) def test_tensor_input(self): # Lower a simple module args = torch.tensor([[1.0, -1.0, 2.0, -2.0]]).unsqueeze(-1).unsqueeze(-1) module = torch.nn.PReLU() traced = torch.jit.trace(module, args) # Argument input is a single Tensor self.call_lowering_to_nnapi(traced, args) # Argument input is a Tensor in a list self.call_lowering_to_nnapi(traced, [args]) # Test exceptions for incorrect compile specs ... [2 more functiondefs truncated] ...
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Functions: setUp, call_lowering_to_nnapi, test_tensor_input Classes: TestNnapiBackend This code demonstrates Pythoncode:Python programming.
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advanced
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testing
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code_explanation
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Pythoncode:Python
| 3
| 1
| 1,505
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\nimport sys\nimport unittest\n\nimport torch\nimport torch._C\nfrom pathlib import Path\nfrom test_nnapi import TestNNAPI\nfrom torch.testing._internal.common_utils import TEST_WITH_ASAN\n\n# Make the helper files in test/ importable\nclass TestNnapiBackend(TestNNAPI):\n def setUp(self):\n super().setUp()\n\n # Save default dtype\n module = torch.nn.PReLU()\n self.default_dtype = module.weight.dtype\n # Change dtype to float32 (since a different unit test changed dtype to float64,\n # which is not supported by the Android NNAPI delegate)\n # Float32 should typically be the default in other files.\n torch.set_default_dtype(torch.float32)\n\n # Load nnapi delegate library\n torch.ops.load_library(str(lib_path))\n\n # Override\n def call_lowering_to_nnapi(self, traced_module, args):\n compile_spec = {\"forward\": {\"inputs\": args}}\n return torch._C._jit_to_backend(\"nnapi\", traced_module, compile_spec)\n\n def test_tensor_input(self):\n # Lower a simple module\n args = torch.tensor([[1.0, -1.0, 2.0, -2.0]]).unsqueeze(-1).unsqueeze(-1)\n module = torch.nn.PReLU()\n traced = torch.jit.trace(module, args)\n\n # Argument input is a single Tensor\n self.call_lowering_to_nnapi(traced, args)\n # Argument input is a Tensor in a list\n self.call_lowering_to_nnapi(traced, [args])\n\n # Test exceptions for incorrect compile specs\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: setUp, call_lowering_to_nnapi, test_tensor_input\n Classes: TestNnapiBackend\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
f8e92112b61dc64252a8bdb77bbf3e0e15b55abe
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: train_data_path = "../data/no_cycle/train.data" dev_data_path = "../data/no_cycle/dev.data" test_data_path = "../data/no_cycle/test.data" word_idx_file_path = "../data/word.idx" word_embedding_dim = 100 train_batch_size = 32 dev_batch_size = 500 test_batch_size = 500 l2_lambda = 0.000001 learning_rate = 0.001 epochs = 100 encoder_hidden_dim = 200 num_layers_decode = 1 word_size_max = 1 dropout = 0.0 path_embed_method = "lstm" # cnn or lstm or bi-lstm unknown_word = "<unk>" PAD = "<PAD>" GO = "<GO>" EOS = "<EOS>" deal_unknown_words = True seq_max_len = 11 decoder_type = "greedy" # greedy, beam beam_width = 4 attention = True num_layers = 1 # 1 or 2 # the following are for the graph encoding method weight_decay = 0.0000 sample_size_per_layer = 4 sample_layer_size = 4 hidden_layer_dim = 100 feature_max_len = 1 feature_encode_type = "uni" # graph_encode_method = "max-pooling" # "lstm" or "max-pooling" graph_encode_direction = "bi" # "single" or "bi" concat = True encoder = "gated_gcn" # "gated_gcn" "gcn" "seq" lstm_in_gcn = "none" # before, after, none
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Code Review: Code looks good! Consider edge cases Add comprehensive tests
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intermediate
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testing
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code_review
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Pythoncode:Python
| 0
| 0
| 1,078
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\ntrain_data_path = \"../data/no_cycle/train.data\"\ndev_data_path = \"../data/no_cycle/dev.data\"\ntest_data_path = \"../data/no_cycle/test.data\"\n\nword_idx_file_path = \"../data/word.idx\"\n\nword_embedding_dim = 100\n\ntrain_batch_size = 32\ndev_batch_size = 500\ntest_batch_size = 500\n\nl2_lambda = 0.000001\nlearning_rate = 0.001\nepochs = 100\nencoder_hidden_dim = 200\nnum_layers_decode = 1\nword_size_max = 1\n\ndropout = 0.0\n\npath_embed_method = \"lstm\" # cnn or lstm or bi-lstm\n\nunknown_word = \"<unk>\"\nPAD = \"<PAD>\"\nGO = \"<GO>\"\nEOS = \"<EOS>\"\ndeal_unknown_words = True\n\nseq_max_len = 11\n\ndecoder_type = \"greedy\" # greedy, beam\nbeam_width = 4\nattention = True\nnum_layers = 1 # 1 or 2\n\n# the following are for the graph encoding method\nweight_decay = 0.0000\nsample_size_per_layer = 4\nsample_layer_size = 4\nhidden_layer_dim = 100\nfeature_max_len = 1\nfeature_encode_type = \"uni\"\n# graph_encode_method = \"max-pooling\" # \"lstm\" or \"max-pooling\"\ngraph_encode_direction = \"bi\" # \"single\" or \"bi\"\nconcat = True\n\nencoder = \"gated_gcn\" # \"gated_gcn\" \"gcn\" \"seq\"\n\nlstm_in_gcn = \"none\" # before, after, none"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
f8e997acb5df08763f83e5ed402ea27c456b06ca
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from PyQt5.QtWidgets import QLabel, QWidget, QGridLayout, QCheckBox, QGroupBox from InftyDoubleSpinBox import InftyDoubleSpinBox from PyQt5.QtCore import pyqtSignal, Qt import helplib as hl import numpy as np class dataControlWidget(QGroupBox): showErrorBars_changed = pyqtSignal(bool) ignoreFirstPoint_changed = pyqtSignal(bool) data_changed = pyqtSignal(bool, bool) data_shift = pyqtSignal(np.float64) load_fits = pyqtSignal(list) load_view = pyqtSignal(str) load_meta = pyqtSignal(str) fit_on_startup = pyqtSignal() SHOW_ERROR_BARS = "Show error bars" SHOW_ERROR_BARS_NOT_LOADED = "Show e
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 18 • Unterminated string literal at line 18 Fix: Close the string literal with matching quote
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advanced
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ui
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error_detection
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Pythoncode:Python
| 5
| 1
| 637
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom PyQt5.QtWidgets import QLabel, QWidget, QGridLayout, QCheckBox, QGroupBox\nfrom InftyDoubleSpinBox import InftyDoubleSpinBox\nfrom PyQt5.QtCore import pyqtSignal, Qt\nimport helplib as hl\nimport numpy as np\n\nclass dataControlWidget(QGroupBox):\n showErrorBars_changed = pyqtSignal(bool)\n ignoreFirstPoint_changed = pyqtSignal(bool)\n data_changed = pyqtSignal(bool, bool)\n data_shift = pyqtSignal(np.float64)\n load_fits = pyqtSignal(list)\n load_view = pyqtSignal(str)\n load_meta = pyqtSignal(str)\n fit_on_startup = pyqtSignal()\n \n SHOW_ERROR_BARS = \"Show error bars\"\n SHOW_ERROR_BARS_NOT_LOADED = \"Show e"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 18\n \u2022 Unterminated string literal at line 18\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
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CRITICAL
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f8ea7055295dd79ddcfe4843e79b06f95f13078d
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import roslib class CameraHandler(object): def __init__(self,topic_prefix='',debug=False,enable_dynamic_reconfigure=False): self.topic_prefix=topic_prefix self.debug = debug rospy.Subscriber( '%s/image_raw'%self.topic_prefix, sensor_msgs.msg.Image, self.get_image_callback) self.pipeline_max_latency = 0.2 self.last_image = None self.im_queue = None self.recon = None if enable_dynamic_reconfigure: self.recon = rospy.ServiceProxy('%s/set_parameters'%self.topic_prefix, dynamic_reconfigure.srv.Reconfigure) self.recon_cache = {} def reconfigure(self, **params): if self.recon is not None: changed = {} for k,v in list(params.items()): if k in self.recon_cache: if self.recon_cache[k] != v: changed[k] = v else: changed[k] = v if changed: msg = dynamic_reconfigure.encoding.encode_config(params) self.recon_cache.update(changed) self.recon(msg) if self.im_queue is not None: #clear the queue so we get a new image with the new settings while True: try: self.im_queue.get_nowait() except queue.Empty: break def set_im_queue(self,q): self.im_queue = q def get_image_callback(self,msg): if self.im_queue is None: return try: if self.debug: print("%s got image: %f" % (self.topic_prefix, msg.header.stamp.to_sec())) self.im_queue.put_nowait((self.topic_prefix,msg)) except queue.Full: if self.debug: print(self.topic_prefix,"full") class _Runner(object): def __init__(self,cam_handlers,ros_latency=0.2,queue_depth=20): self.cam_handlers = cam_handlers self.im_queue = queue.Queue(len(cam_handlers)*queue_depth) for ch in self.cam_handlers: ch.set_im_queue(self.im_queue) self.ros_latency = ros_latency self.max_cam_latency = max( [ch.pipeline_max_latency for ch in self.cam_handlers ]) self._result = {} @property def result(self): return self._result @property ... [10 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF IndentationError at line 69 ⚠️ Warnings: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
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advanced
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machine_learning
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debugging
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Pythoncode:Python
| 6
| 2
| 2,487
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport roslib\nclass CameraHandler(object):\n def __init__(self,topic_prefix='',debug=False,enable_dynamic_reconfigure=False):\n self.topic_prefix=topic_prefix\n self.debug = debug\n rospy.Subscriber( '%s/image_raw'%self.topic_prefix, sensor_msgs.msg.Image,\n self.get_image_callback)\n self.pipeline_max_latency = 0.2\n self.last_image = None\n self.im_queue = None\n\n self.recon = None\n if enable_dynamic_reconfigure:\n self.recon = rospy.ServiceProxy('%s/set_parameters'%self.topic_prefix, dynamic_reconfigure.srv.Reconfigure)\n self.recon_cache = {}\n\n def reconfigure(self, **params):\n if self.recon is not None:\n changed = {}\n for k,v in list(params.items()):\n if k in self.recon_cache:\n if self.recon_cache[k] != v:\n changed[k] = v\n else:\n changed[k] = v\n\n if changed:\n msg = dynamic_reconfigure.encoding.encode_config(params)\n self.recon_cache.update(changed)\n self.recon(msg)\n if self.im_queue is not None:\n #clear the queue so we get a new image with the new settings\n while True:\n try:\n self.im_queue.get_nowait()\n except queue.Empty:\n break\n\n def set_im_queue(self,q):\n self.im_queue = q\n\n def get_image_callback(self,msg):\n if self.im_queue is None:\n return\n try:\n if self.debug:\n print(\"%s got image: %f\" % (self.topic_prefix, msg.header.stamp.to_sec()))\n self.im_queue.put_nowait((self.topic_prefix,msg))\n except queue.Full:\n if self.debug:\n print(self.topic_prefix,\"full\")\n\nclass _Runner(object):\n def __init__(self,cam_handlers,ros_latency=0.2,queue_depth=20):\n self.cam_handlers = cam_handlers\n self.im_queue = queue.Queue(len(cam_handlers)*queue_depth)\n for ch in self.cam_handlers:\n ch.set_im_queue(self.im_queue)\n self.ros_latency = ros_latency\n self.max_cam_latency = max( [ch.pipeline_max_latency for ch in self.cam_handlers ])\n self._result = {}\n\n @property\n def result(self):\n return self._result\n\n @property\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n IndentationError at line 69\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\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 |
f8ea7298a7caca93599e616f2e4db31947e61892
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import argparse import logging import numpy as np import os import pandas as pd import random import subprocess from pathlib import Path from hyperopt import hp from hyperopt.pyll.stochastic import sample from hfta.hfht import (tune_hyperparameters, attach_common_args, def main(args): random.seed(args.seed) np.random.seed(args.seed) rng_state = np.random.RandomState(seed=args.seed) fusibles = { 'lr': hp.uniform('lr', 0.0001, 0.01), 'beta1': hp.uniform('beta1', 0.001, 0.999), 'beta2': hp.uniform('beta2', 0.001, 0.999), 'weight_decay': hp.uniform('weight_decay', 0.0, 0.5), 'gamma': hp.uniform('gamma', 0.1, 0.9), 'step_size': hp.choice('step_size', (5, 10, 20, 40)), } nonfusibles = { 'batch_size': hp.choice('batch_size', (8, 16, 32)), 'feature_transform': hp.choice('feature_transform', (True, False)), } def _run(results_dir, epochs, iters_per_epoch, params, env_vars=None): # Build the cmd. cmd = [ 'python', 'train_classification.py', '--epochs', str(epochs), '--iters-per-epoch', str(iters_per_epoch), '--dataset', args.dataset, '--dataset_type', args.dataset_type, '--nu
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 45 • Unclosed '(' at line 13 - expected ')' Fix: Close the string literal with matching quote
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intermediate
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database
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error_detection
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Pythoncode:Python
| 2
| 0
| 1,246
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport argparse\nimport logging\nimport numpy as np\nimport os\nimport pandas as pd\nimport random\nimport subprocess\nfrom pathlib import Path\n\nfrom hyperopt import hp\nfrom hyperopt.pyll.stochastic import sample\n\nfrom hfta.hfht import (tune_hyperparameters, attach_common_args,\ndef main(args):\n random.seed(args.seed)\n np.random.seed(args.seed)\n rng_state = np.random.RandomState(seed=args.seed)\n\n fusibles = {\n 'lr': hp.uniform('lr', 0.0001, 0.01),\n 'beta1': hp.uniform('beta1', 0.001, 0.999),\n 'beta2': hp.uniform('beta2', 0.001, 0.999),\n 'weight_decay': hp.uniform('weight_decay', 0.0, 0.5),\n 'gamma': hp.uniform('gamma', 0.1, 0.9),\n 'step_size': hp.choice('step_size', (5, 10, 20, 40)),\n }\n nonfusibles = {\n 'batch_size': hp.choice('batch_size', (8, 16, 32)),\n 'feature_transform': hp.choice('feature_transform', (True, False)),\n }\n\n def _run(results_dir, epochs, iters_per_epoch, params, env_vars=None):\n # Build the cmd.\n cmd = [\n 'python',\n 'train_classification.py',\n '--epochs',\n str(epochs),\n '--iters-per-epoch',\n str(iters_per_epoch),\n '--dataset',\n args.dataset,\n '--dataset_type',\n args.dataset_type,\n '--nu"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 45\n \u2022 Unclosed '(' at line 13 - expected ')'\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
f8eb7ee679859acda30ad6ca74e666a2bc11c767
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.11.4 on 2018-03-06 04:00 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('trr', '0001_initial'), ] operations = [ migrations.AlterField( model_name='trr', name='subject_id', field=models.PositiveIntegerField(null=True), ), ]
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Code Review: ❌ Critical issues: Block at line 8 has no indented body ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 ✨ Improvements: Add docstring to class 'Migration'
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intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 1
| 444
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.4 on 2018-03-06 04:00\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('trr', '0001_initial'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='trr',\n name='subject_id',\n field=models.PositiveIntegerField(null=True),\n ),\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 8 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n\n\u2728 Improvements:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
f8eb7f85d81c3a2dfe42f499dfc3e4db4b3a0b93
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # # Copyright(c) 2020 Intel Corporation # SPDX-License-Identifier: BSD-3-Clause-Clear # from core.test_run_utils import TestRun from utils.installer import install_iotrace, check_if_installed from utils.iotrace import IotracePlugin from utils.misc import kill_all_io from test_tools.fio.fio import Fio def dut_prepare(reinstall: bool): if not check_if_installed() or reinstall: TestRun.LOGGER.info("Installing iotrace:") install_iotrace() else: TestRun.LOGGER.info("iotrace is already installed by previous test") # Call it after installing iotrace because we need iotrace # to get valid paths dut_cleanup() fio = Fio() if not fio.is_installed(): TestRun.LOGGER.info("Installing fio") fio.install() TestRun.LOGGER.info("Killing all IO") kill_all_io() def dut_cleanup(): iotrace: IotracePlugin = TestRun.plugins['iotrace'] TestRun.LOGGER.info("Stopping fuzzing") TestRun.executor.run(f'{iotrace.working_dir}/standalone-linux-io-tracer/tests/security/fuzzy/fuzz.sh clean') output = TestRun.executor.run('pgrep iotrace') if output.stdout != "": TestRun.executor.run(f'kill -9 {output.stdout}') TestRun.LOGGER.info("Removing existing traces") trace_repository_path: str = iotrace.get_trace_repository_path() TestRun.executor.run_expect_success(f'rm -rf {trace_repository_path}/kernel')
|
Functions: dut_prepare, dut_cleanup This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 1,409
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#\n# Copyright(c) 2020 Intel Corporation\n# SPDX-License-Identifier: BSD-3-Clause-Clear\n#\n\nfrom core.test_run_utils import TestRun\nfrom utils.installer import install_iotrace, check_if_installed\nfrom utils.iotrace import IotracePlugin\nfrom utils.misc import kill_all_io\nfrom test_tools.fio.fio import Fio\n\n\ndef dut_prepare(reinstall: bool):\n if not check_if_installed() or reinstall:\n TestRun.LOGGER.info(\"Installing iotrace:\")\n install_iotrace()\n else:\n TestRun.LOGGER.info(\"iotrace is already installed by previous test\")\n\n # Call it after installing iotrace because we need iotrace\n # to get valid paths\n dut_cleanup()\n\n fio = Fio()\n if not fio.is_installed():\n TestRun.LOGGER.info(\"Installing fio\")\n fio.install()\n\n TestRun.LOGGER.info(\"Killing all IO\")\n kill_all_io()\n\n\ndef dut_cleanup():\n iotrace: IotracePlugin = TestRun.plugins['iotrace']\n\n TestRun.LOGGER.info(\"Stopping fuzzing\")\n TestRun.executor.run(f'{iotrace.working_dir}/standalone-linux-io-tracer/tests/security/fuzzy/fuzz.sh clean')\n\n output = TestRun.executor.run('pgrep iotrace')\n if output.stdout != \"\":\n TestRun.executor.run(f'kill -9 {output.stdout}')\n\n TestRun.LOGGER.info(\"Removing existing traces\")\n trace_repository_path: str = iotrace.get_trace_repository_path()\n TestRun.executor.run_expect_success(f'rm -rf {trace_repository_path}/kernel')"}, {"role": "assistant", "content": " Functions: dut_prepare, dut_cleanup\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
f8ec1873a929e5565a9c1de6ad8321fa85a4a6d9
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from models import Song from random import choice def random_song(genre): results = Song.query().filter(Song.genre==genre).fetch() print(results) songs = choice(results) random_song = { "title": songs.song, "album": songs.album, "artist": songs.artist.lower(), "genre": genre, } return random_song
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Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
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intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 355
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom models import Song\nfrom random import choice\n\ndef random_song(genre):\n results = Song.query().filter(Song.genre==genre).fetch()\n print(results)\n songs = choice(results)\n random_song = {\n \"title\": songs.song,\n \"album\": songs.album,\n \"artist\": songs.artist.lower(),\n \"genre\": genre,\n }\n return random_song"}, {"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
|
f8ecc8d3dac32d7fd54bf1a19d511383c8e5ce7f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/python # custom_dialect.py import csv csv.register_dialect("hashes", delimiter="#") f = open('items3.csv', 'w') with f: writer = csv.writer(f, dialect="hashes") writer.writerow(("pencils", 2)) writer.writerow(("plates", 1)) writer.writerow(("books", 4))
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 288
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/python\n\n# custom_dialect.py\n\nimport csv\n\ncsv.register_dialect(\"hashes\", delimiter=\"#\")\n\nf = open('items3.csv', 'w')\n\nwith f:\n\n writer = csv.writer(f, dialect=\"hashes\")\n writer.writerow((\"pencils\", 2)) \n writer.writerow((\"plates\", 1))\n writer.writerow((\"books\", 4))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
f8ed0d2649220a6a4bd9e78f42580892fbc06d4f
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from typing import Optional from flask_wtf import FlaskForm from wtforms import StringField, SelectField, SubmitField from wtforms.validators import DataRequired, Length, Email from servicex.models import UserModel class ProfileForm(FlaskForm): name = StringField('Full Name', validators=[DataRequired(), Length(0, 120)]) email = StringField('Email', validators=[DataRequired(), Email()]) institution = StringField('Institution', validators=[DataRequired()]) experiment = SelectField('Experiment', validators=[DataRequired()], choices=[("ATLAS", "ATLAS"), ("CMS", "CMS"), default="ATLAS") submit = SubmitField('Save Profile') def __init__(self, user: Optional[UserModel] = None): super().__init__() if user: self.name.data = user.name self.email.data = user.email self.institution.data = user.institution self.experiment.data = user.experiment
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Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket ')' at line 16 • Unclosed '(' at line 14 - expected ')' • Unclosed '[' at line 15 - expected ']' Fixes: • Add closing ')' bracket • Add closing ']' bracket • Check opening and closing brackets
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advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 1
| 1
| 995
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom typing import Optional\n\nfrom flask_wtf import FlaskForm\nfrom wtforms import StringField, SelectField, SubmitField\nfrom wtforms.validators import DataRequired, Length, Email\n\nfrom servicex.models import UserModel\n\n\nclass ProfileForm(FlaskForm):\n name = StringField('Full Name', validators=[DataRequired(), Length(0, 120)])\n email = StringField('Email', validators=[DataRequired(), Email()])\n institution = StringField('Institution', validators=[DataRequired()])\n experiment = SelectField('Experiment', validators=[DataRequired()],\n choices=[(\"ATLAS\", \"ATLAS\"), (\"CMS\", \"CMS\"),\n default=\"ATLAS\")\n submit = SubmitField('Save Profile')\n\n def __init__(self, user: Optional[UserModel] = None):\n super().__init__()\n if user:\n self.name.data = user.name\n self.email.data = user.email\n self.institution.data = user.institution\n self.experiment.data = user.experiment"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket ')' at line 16\n \u2022 Unclosed '(' at line 14 - expected ')'\n \u2022 Unclosed '[' at line 15 - expected ']'\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Add closing ']' bracket\n \u2022 Check opening and closing brackets"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
f8ed4e06a829662d9c548dd0be8745a5ea388df8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import absolute_import, print_function, division import os, sys import tensorflow as tf import tf_slim as slim from tensorflow.python.tools import freeze_graph def build_detection_graph(): # 1. preprocess img img_plac = tf.placeholder(dtype=tf.uint8, shape=[None, None, 3], name='input_img') # is RGB. not GBR raw_shape = tf.shape(img_plac) raw_h, raw_w = tf.to_float(raw_shape[0]), tf.to_float(raw_shape[1]) img_batch = tf.cast(img_plac, tf.float32) img_batch = short_side_resize_for_inference_data(img_tensor=img_batch, ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: length_limitation=cfgs.IMG_MAX_LENGTH) img_batch = img_batch - tf.constant(cfgs.PIXEL_MEAN) img_batch = tf.expand_dims(img_batch, axis=0) # [1, None, None, 3] det_net = build_whole_network.DetectionNetwork(base_network_name=cfgs.NET_NAME,
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 631
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom __future__ import absolute_import, print_function, division\n\nimport os, sys\nimport tensorflow as tf\nimport tf_slim as slim\nfrom tensorflow.python.tools import freeze_graph\n\ndef build_detection_graph():\n # 1. preprocess img\n img_plac = tf.placeholder(dtype=tf.uint8, shape=[None, None, 3],\n name='input_img') # is RGB. not GBR\n raw_shape = tf.shape(img_plac)\n raw_h, raw_w = tf.to_float(raw_shape[0]), tf.to_float(raw_shape[1])\n\n img_batch = tf.cast(img_plac, tf.float32)\n img_batch = short_side_resize_for_inference_data(img_tensor=img_batch,\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 length_limitation=cfgs.IMG_MAX_LENGTH)\n img_batch = img_batch - tf.constant(cfgs.PIXEL_MEAN)\n img_batch = tf.expand_dims(img_batch, axis=0) # [1, None, None, 3]\n\n det_net = build_whole_network.DetectionNetwork(base_network_name=cfgs.NET_NAME,"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8ee134e47a471c9b912238f8dbcd8fb83c49b93
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: """ Adapter Removal templates """ # AdapterRemoval # # {0}: executable # {1}: fastq1 abs # {2}: fastq2 abs # {3}: fastq1 # {4}: fastq2 # {5}: minimum length # {6}: mismatch_rate # {7}: min base uality # {8}: min merge_length __ADAPTER_REMOVAL__=""" {0} --collapse --file1 {1} --file2 {2} --outputstats {3}.stats --trimns --outputcollapsed {3}.collapsed --minlength {5} --output1 {3}.p1 --output2 {4}.p2 --mm {6} --minquality {7} --minalignmentlength {8} --trimqualities """ import os from ngadnap.dependency_graph.graph import CommandNode def adapter_removal(config, args, fq1 ,fq2): fq1o = os.path.abspath(fq1) fq2o = os.path.abspath(fq2) cmd = __ADAPTER_REMOVAL__.format(config['adapter_removal']['executable'], fq1o, fq2o, fq1, fq2, args.adapt_min_length, args.adapt_mismatch_rate ,args.adapt_min_qual, args.adapt_alignment_length) job_id = fq1 + ".adapter_removal" return CommandNode(cmd, job_id, None, args.temp_directory)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 983
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n\"\"\"\n Adapter Removal templates\n\"\"\"\n\n# AdapterRemoval \n#\n# {0}: executable\n# {1}: fastq1 abs\n# {2}: fastq2 abs\n# {3}: fastq1 \n# {4}: fastq2\n# {5}: minimum length\n# {6}: mismatch_rate \n# {7}: min base uality\n# {8}: min merge_length\n\n__ADAPTER_REMOVAL__=\"\"\"\n {0} --collapse --file1 {1} --file2 {2} --outputstats {3}.stats --trimns --outputcollapsed {3}.collapsed --minlength {5} --output1 {3}.p1 --output2 {4}.p2 --mm {6} --minquality {7} --minalignmentlength {8} --trimqualities\n\"\"\"\n\nimport os\n\nfrom ngadnap.dependency_graph.graph import CommandNode \n\ndef adapter_removal(config, args, fq1 ,fq2):\n fq1o = os.path.abspath(fq1)\n fq2o = os.path.abspath(fq2)\n cmd = __ADAPTER_REMOVAL__.format(config['adapter_removal']['executable'], fq1o, fq2o, fq1, fq2, args.adapt_min_length, args.adapt_mismatch_rate ,args.adapt_min_qual, args.adapt_alignment_length) \n job_id = fq1 + \".adapter_removal\" \n return CommandNode(cmd, job_id, None, args.temp_directory)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
f8eef0cd263627a15c156d8fca2fb80f3faea6c2
|
TheStack--python--000.parquet
|
Explain 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 copy from heat.engine.resources.openstack.neutron import net from heat.engine.resources.openstack.neutron import port from heat.engine.resources.openstack.neutron import subnet def _copy_schema_immutable(schema): new_schema = copy.deepcopy(schema) if not schema.update_allowed: new_schema.immutable = True return new_schema class ImmutableNet(net.Net): '''Ensure an existing net doesn't change.''' properties_schema = { k: _copy_schema_immutable(v) for k, v in net.Net.properties_schema.items() } class ImmutablePort(port.Port): '''Ensure an existing port doesn't change.''' properties_schema = { k: _copy_schema_immutable(v) for k, v in port.Port.properties_schema.items() } class ImmutableSubnet(subnet.Subnet): '''Ensure an existing subnet doesn't change.''' properties_schema = { k: _copy_schema_immutable(v) for k, v in subnet.Subnet.properties_schema.items() } def resource_mapping(): return { 'OS::Neutron::Net': ImmutableNet, 'OS::Neutron::Port': ImmutablePort, 'OS::Neutron::Subnet': ImmutableSubnet, }
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Functions: _copy_schema_immutable, resource_mapping Classes: ImmutableNet, ImmutablePort, ImmutableSubnet This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 2
| 3
| 1,745
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\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 copy\n\n\nfrom heat.engine.resources.openstack.neutron import net\nfrom heat.engine.resources.openstack.neutron import port\nfrom heat.engine.resources.openstack.neutron import subnet\n\n\ndef _copy_schema_immutable(schema):\n new_schema = copy.deepcopy(schema)\n if not schema.update_allowed:\n new_schema.immutable = True\n return new_schema\n\n\nclass ImmutableNet(net.Net):\n '''Ensure an existing net doesn't change.'''\n\n properties_schema = {\n k: _copy_schema_immutable(v)\n for k, v in net.Net.properties_schema.items()\n }\n\n\nclass ImmutablePort(port.Port):\n '''Ensure an existing port doesn't change.'''\n\n properties_schema = {\n k: _copy_schema_immutable(v)\n for k, v in port.Port.properties_schema.items()\n }\n\n\nclass ImmutableSubnet(subnet.Subnet):\n '''Ensure an existing subnet doesn't change.'''\n\n properties_schema = {\n k: _copy_schema_immutable(v)\n for k, v in subnet.Subnet.properties_schema.items()\n }\n\n\ndef resource_mapping():\n return {\n 'OS::Neutron::Net': ImmutableNet,\n 'OS::Neutron::Port': ImmutablePort,\n 'OS::Neutron::Subnet': ImmutableSubnet,\n }"}, {"role": "assistant", "content": " Functions: _copy_schema_immutable, resource_mapping\n Classes: ImmutableNet, ImmutablePort, ImmutableSubnet\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
f8f15b0752a64958efc156868083500a63e94dc1
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class Input(object): def __init__(self, type, data): self.__type = type self.__data = deepcopy(data) def __repr__(self): ... code continues ...
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Completion: Missing: Function '__repr__' is incomplete - body truncated To complete: • Complete the function '__repr__' body and add missing return Example continuation: return repr(self.__data) def __str__(self): return str(self.__type) + str(self.__data)
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intermediate
|
oop
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 145
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass Input(object):\n def __init__(self, type, data):\n self.__type = type\n self.__data = deepcopy(data)\n\n def __repr__(self):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function '__repr__' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function '__repr__' body and add missing return\n\n Example continuation:\n return repr(self.__data)\n\n def __str__(self):\n return str(self.__type) + str(self.__data)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
f8f18448ffd7145536a1fb795da3a1417cfe03f4
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from os.path import join, abspath, dirname, exists from slybot import __version__ from setuptools import setup, find_packages from setuptools.command.bdist_egg import bdist_egg from setuptools.command.sdist import sdist def build_js(): root = abspath(dirname(__file__)) base_path = abspath(join(root, '..', 'splash_utils')) if not exists(base_path): base_path = abspath(join(root, '..', 'slyd', 'splash_utils')) files = ('waitAsync.js', 'perform_actions.js') fdata = [] for fname in files: with open(join(base_path, fname)) as f: fdata.append(f.read()) js_file = abspath(join(root, 'slybot', 'splash-script-combined.js')) with open(js_file, 'w') as f: f.write(';(function(){\n%s\n})();' % '\n'.join(fdata)) class bdist_egg_command(bdist_egg): def run(self): build_js() bdist_egg.run(self) class sdist_command(sdist): def run(self): build_js() sdist.run(self) install_requires = ['Scrapy', 'scrapely', 'loginform', 'lxml', 'jsonschema', 'dateparser', 'scrapyjs', 'page_finder', 'six'] extras = { # Complete this line 'clustering': ['page_clustering'] } setup(name='slybot', version=__version__, license='BSD', description='Slybot crawler', author='Scrapy project', author_email='info@scrapy.org', url='http://github.com/scrapinghub/portia', packages=find_packages(exclude=('tests', 'tests.*')), platforms=['Any'], scripts=['bin/slybot', 'bin/portiacrawl'], install_requires=install_requires, extras_require=extras, package_data={'': ['slybot/splash-script-combined.js']}, include_package_data=True, cmdclass={ 'bdist_egg': bdist_egg_command, 'sdist': sdist_command }, classifiers=[ 'Development Status :: 4 - Beta', 'License :: OSI Approved :: BSD License', 'Operating System :: OS Independent', 'Programming Language :: Python', 'Programming Language :: Python :: 2', 'Programming Language :: Python :: 2.7' ])
|
The missing line is: 'tests': ['nose', 'nose-timer'],
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 2
| 2,154
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom os.path import join, abspath, dirname, exists\nfrom slybot import __version__\nfrom setuptools import setup, find_packages\nfrom setuptools.command.bdist_egg import bdist_egg\nfrom setuptools.command.sdist import sdist\n\n\ndef build_js():\n root = abspath(dirname(__file__))\n base_path = abspath(join(root, '..', 'splash_utils'))\n if not exists(base_path):\n base_path = abspath(join(root, '..', 'slyd', 'splash_utils'))\n\n files = ('waitAsync.js', 'perform_actions.js')\n fdata = []\n for fname in files:\n with open(join(base_path, fname)) as f:\n fdata.append(f.read())\n js_file = abspath(join(root, 'slybot', 'splash-script-combined.js'))\n with open(js_file, 'w') as f:\n f.write(';(function(){\\n%s\\n})();' % '\\n'.join(fdata))\n\n\nclass bdist_egg_command(bdist_egg):\n def run(self):\n build_js()\n bdist_egg.run(self)\n\n\nclass sdist_command(sdist):\n def run(self):\n build_js()\n sdist.run(self)\n\n\n\ninstall_requires = ['Scrapy', 'scrapely', 'loginform', 'lxml', 'jsonschema',\n 'dateparser', 'scrapyjs', 'page_finder', 'six']\nextras = {\n # Complete this line\n 'clustering': ['page_clustering']\n}\n\nsetup(name='slybot',\n version=__version__,\n license='BSD',\n description='Slybot crawler',\n author='Scrapy project',\n author_email='info@scrapy.org',\n url='http://github.com/scrapinghub/portia',\n packages=find_packages(exclude=('tests', 'tests.*')),\n platforms=['Any'],\n scripts=['bin/slybot', 'bin/portiacrawl'],\n install_requires=install_requires,\n extras_require=extras,\n package_data={'': ['slybot/splash-script-combined.js']},\n include_package_data=True,\n\n cmdclass={\n 'bdist_egg': bdist_egg_command,\n 'sdist': sdist_command\n },\n\n classifiers=[\n 'Development Status :: 4 - Beta',\n 'License :: OSI Approved :: BSD License',\n 'Operating System :: OS Independent',\n 'Programming Language :: Python',\n 'Programming Language :: Python :: 2',\n 'Programming Language :: Python :: 2.7'\n ])"}, {"role": "assistant", "content": "The missing line is:\n 'tests': ['nose', 'nose-timer'],"}]
| false
| null | null | null |
f8f2378998282c62f5eff079407d0b48e7bea81d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import torch import torch.nn as nn from .yolo_layer import * from .yolov3_base import * class Yolov3(Yolov3Base): def __init__(self, num_classes=80): super().__init__() self.backbone = Darknet([1,2,8,8,4]) anchors_per_region = 3 self.yolo_0_pre = Yolov3UpsamplePrep([512, 1024], 1024, anchors_per_region*(5+num_classes)) self.yolo_0 = YoloLayer(anchors=[(116., 90.), (156., 198.), (373., 326.)], stride=32, num_classes=num_classes) self.yolo_1_c = ConvBN(512, 256, 1) self.yolo_1_prep = Yolov3UpsamplePrep([256, 512], 512+256, anchors_per_region*(5+num_classes)) self.yolo_1 = YoloLayer(anchors=[(30., 61.), (62., 45.), (59., 119.)], stride=16, num_classes=num_classes) self.yolo_2_c = ConvBN(256, 128, 1) self.yolo_2_prep = Yolov3UpsamplePrep([128, 256], 256+128, anchors_per_region*(5+num_classes)) self.yolo_2 = YoloLayer(anchors=[(10., 13.), (16., 30.), (33., 23.)], stride=8, num_classes=num_classes) def get_loss_layers(self): return [self.yolo_0, self.yolo_1, self.yolo_2] def forward_yolo(self, xb): x, y0 = self.yolo_0_pre(xb[-1]) x = self.yolo_1_c(x) x = nn.Upsample(scale_factor=2, mode='nearest')(x) x = torch.cat([x, xb[-2]], 1) x, y1 = self.yolo_1_prep(x) x = self.yolo_2_c(x) x = nn.Upsample(scale_factor=2, mode='nearest')(x) x = torch.cat([x, xb[-3]], 1) x, y2 = self.yolo_2_prep(x) return [y0, y1, y2] ###########################################
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 8
| 4
| 1,580
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\n\nfrom .yolo_layer import *\nfrom .yolov3_base import *\n\nclass Yolov3(Yolov3Base):\n def __init__(self, num_classes=80):\n super().__init__()\n self.backbone = Darknet([1,2,8,8,4])\n \n anchors_per_region = 3\n self.yolo_0_pre = Yolov3UpsamplePrep([512, 1024], 1024, anchors_per_region*(5+num_classes))\n self.yolo_0 = YoloLayer(anchors=[(116., 90.), (156., 198.), (373., 326.)], stride=32, num_classes=num_classes)\n\n self.yolo_1_c = ConvBN(512, 256, 1)\n self.yolo_1_prep = Yolov3UpsamplePrep([256, 512], 512+256, anchors_per_region*(5+num_classes))\n self.yolo_1 = YoloLayer(anchors=[(30., 61.), (62., 45.), (59., 119.)], stride=16, num_classes=num_classes)\n\n self.yolo_2_c = ConvBN(256, 128, 1)\n self.yolo_2_prep = Yolov3UpsamplePrep([128, 256], 256+128, anchors_per_region*(5+num_classes))\n self.yolo_2 = YoloLayer(anchors=[(10., 13.), (16., 30.), (33., 23.)], stride=8, num_classes=num_classes)\n\n def get_loss_layers(self):\n return [self.yolo_0, self.yolo_1, self.yolo_2]\n\n def forward_yolo(self, xb):\n x, y0 = self.yolo_0_pre(xb[-1])\n\n x = self.yolo_1_c(x)\n x = nn.Upsample(scale_factor=2, mode='nearest')(x)\n x = torch.cat([x, xb[-2]], 1)\n x, y1 = self.yolo_1_prep(x)\n\n x = self.yolo_2_c(x)\n x = nn.Upsample(scale_factor=2, mode='nearest')(x)\n x = torch.cat([x, xb[-3]], 1)\n x, y2 = self.yolo_2_prep(x)\n \n return [y0, y1, y2]\n\n\n###########################################"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8f25149f3eefd3629cc486cf987c4d8a9a5bbb9
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os import pytest from modelkit.assets import errors from tests.conftest import skip_unless def _perform_driver_error_object_not_found(driver): with pytest.raises(errors.ObjectDoesNotExistError): driver.download_object("someasset", "somedestination") assert not os.path.isfile("somedestination") def test_local_driver(local_assetsmanager): local_driver = local_assetsmanager.remote_assets_store.driver _perform_driver_error_object_not_found(local_driver) @skip_unless("ENABLE_GCS_TEST", "True") def test_gcs_driver(gcs_assetsmanager): gcs_driver = gcs_assetsmanager.remote_assets_store.driver _perform_driver_error_object_not_found(gcs_driver) @skip_unless("ENABLE_S3_TEST", "True") def test_s3_driver(s3_assetsmanager): s3_driver = s3_assetsmanager.remote_assets_store.driver _perform_driver_error_object_not_found(s3_driver)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 17 Unexpected indentation at line 23 Unexpected indentation at line 29
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 0
| 883
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\n\nimport pytest\n\nfrom modelkit.assets import errors\nfrom tests.conftest import skip_unless\n\n\ndef _perform_driver_error_object_not_found(driver):\n with pytest.raises(errors.ObjectDoesNotExistError):\n driver.download_object(\"someasset\", \"somedestination\")\n assert not os.path.isfile(\"somedestination\")\n\n\ndef test_local_driver(local_assetsmanager):\n local_driver = local_assetsmanager.remote_assets_store.driver\n _perform_driver_error_object_not_found(local_driver)\n\n\n@skip_unless(\"ENABLE_GCS_TEST\", \"True\")\ndef test_gcs_driver(gcs_assetsmanager):\n gcs_driver = gcs_assetsmanager.remote_assets_store.driver\n _perform_driver_error_object_not_found(gcs_driver)\n\n\n@skip_unless(\"ENABLE_S3_TEST\", \"True\")\ndef test_s3_driver(s3_assetsmanager):\n s3_driver = s3_assetsmanager.remote_assets_store.driver\n _perform_driver_error_object_not_found(s3_driver)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 17\n Unexpected indentation at line 23\n Unexpected indentation at line 29"}]
| false
| null | null | null |
f8f25cd96d67041f861381dbd21810aa553cccdc
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from django.test import TestCase from django.contrib.auth.models import User from wiki.models import Page # Create your tests here. def test_detail_page(self): """ Test to see if slug generated when saving a Page.""" # Create a user and save to the database user = User.objects.create() user.save() # Create a page and save to the database page = Page(title="My Detail Test Page", content="details_test", author=user) page.save() # Slug is generated matches with what we expect slug = page.slug response = self.client.get(f'/{slug}/') self.assertEqual(response.status_code, 200 info = self.client.get('/') self.assertContains(info, 'makewiki', html=True) def test_edit_page(self): """Test edit page.""" # Test data that will be displayed on the screen user = User.objects.create() user.save() page = Page.objects.create(title="My Test Page", content="edit_test", author=user) page.save() # Make a GET request to the MakeWiki homepage that will get a response back post_data = { 'title': 'Who', 'content': 'Are you?', 'author': user.id, } response = self.client.post('/form/', data=post_data) # Check if response is 200 self.assertEqual(response.status_code, 200) # Check the number of pages passed to the template matches the number of pages in the database end = self.client.get('/') result = end.context['pages'] self.assertQuerysetEqual(result, ['<Page: My Test Page>', '<Page: Test>'], ordered=False) def test_page_creation(self): # Create user object and save it user = User.objects.create() user.save() # Create a page page = Page.objects.create(title="The Test Page", content="edit_test", author=user) page.save() post_data = { 'title': 'COVID19', 'content': 'Mass Testing is Underway', 'author': user.id } response = self.client.post('/form/', data = post_data) self.assertEqual(response.status_code, 302) page_object = Page.objects.get(title='COVID19') self.assertEqual(page_object.content, 'Mass Testing is Underway')
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 22 - expected ')' • Block at line 56 has no indented body • SyntaxError: '(' was never closed at line 22 Fixes: • Add closing ')' bracket • Review code syntax
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 2,162
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom django.test import TestCase\nfrom django.contrib.auth.models import User\nfrom wiki.models import Page\n\n\n# Create your tests here.\ndef test_detail_page(self):\n \"\"\" Test to see if slug generated when saving a Page.\"\"\"\n\n # Create a user and save to the database\n user = User.objects.create()\n user.save()\n \n # Create a page and save to the database\n page = Page(title=\"My Detail Test Page\", content=\"details_test\", author=user)\n page.save()\n \n # Slug is generated matches with what we expect\n slug = page.slug\n response = self.client.get(f'/{slug}/')\n\n self.assertEqual(response.status_code, 200\n \n info = self.client.get('/')\n self.assertContains(info, 'makewiki', html=True)\n \n\ndef test_edit_page(self):\n \"\"\"Test edit page.\"\"\"\n\n # Test data that will be displayed on the screen\n user = User.objects.create()\n user.save()\n\n page = Page.objects.create(title=\"My Test Page\", content=\"edit_test\", author=user)\n page.save()\n\n # Make a GET request to the MakeWiki homepage that will get a response back\n post_data = {\n 'title': 'Who', \n 'content': 'Are you?', \n 'author': user.id, \n }\n\n response = self.client.post('/form/', data=post_data)\n\n # Check if response is 200\n self.assertEqual(response.status_code, 200)\n\n # Check the number of pages passed to the template matches the number of pages in the database\n end = self.client.get('/')\n result = end.context['pages']\n\n self.assertQuerysetEqual(result, ['<Page: My Test Page>', '<Page: Test>'], ordered=False)\n\ndef test_page_creation(self):\n\n # Create user object and save it\n user = User.objects.create()\n user.save()\n\n # Create a page \n page = Page.objects.create(title=\"The Test Page\", content=\"edit_test\", author=user)\n page.save()\n\n post_data = {\n 'title': 'COVID19', \n 'content': 'Mass Testing is Underway', \n 'author': user.id \n }\n\n response = self.client.post('/form/', data = post_data)\n\n self.assertEqual(response.status_code, 302)\n\n page_object = Page.objects.get(title='COVID19')\n\n self.assertEqual(page_object.content, 'Mass Testing is Underway')"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 22 - expected ')'\n \u2022 Block at line 56 has no indented body\n \u2022 SyntaxError: '(' was never closed at line 22\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
f8f2d8744612c8dd54640bd2fc3dd67702898911
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from .multiarmedbandit import MultiArmedBandit from .eps_greedy_constant_stepsize import EpsilonGreedyConstantStepsize from .greedy_constant_stepsize impo
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 4: from .greedy_constant_stepsize impo Fix: Complete the truncated code structure
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 155
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom .multiarmedbandit import MultiArmedBandit\n\nfrom .eps_greedy_constant_stepsize import EpsilonGreedyConstantStepsize\nfrom .greedy_constant_stepsize impo"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 4: from .greedy_constant_stepsize impo\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8f3fc84d2eec11a3d1fe8de179b44f825aeb0e4
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from datetime import datetime from django.core.exceptions import FieldError from django.db.models import CharField, F, Q from django.db.models.expressions import SimpleCol from django.db.models.fields.related_lookups import RelatedIsNull from django.db.models.functions import Lower from django.db.models.lookups import Exact, GreaterThan, IsNull, LessThan from django.db.models.sql.query import Query from django.db.models.sql.where import OR from django.test import TestCase from django.test.utils import register_lookup from .models import Author, Item, ObjectC, Ranking class TestQuery(TestCase): def test_simple_query(self): query = Query(Author) where = query.build_where(Q(num__gt=2)) lookup = where.children[0] self.assertIsInstance(lookup, GreaterThan) self.assertEqual(lookup.rhs, 2) self.assertEqual(lookup.lhs.target, Author._meta.get_field('num')) def test_complex_query(self): query = Query(Author) where = query.build_where(Q(num__gt=2) | Q(num__lt=0)) self.assertEqual(where.connector, OR) lookup = where.children[0] self.assertIsInstance(lookup, GreaterThan) self.assertEqual(lookup.rhs, 2) self.assertEqual(lookup.lhs.target, Author._meta.get_field('num')) lookup = where.children[1] self.assertIsInstance(lookup, LessThan) self.assertEqual(lookup.rhs, 0) self.assertEqual(lookup.lhs.target, Author._meta.get_field('num')) def test_multiple_fields(self): query = Query(Item) where = query.build_where(Q(modified__gt=F('created'))) lookup = where.children[0] self.assertIsInstance(lookup, GreaterThan) self.assertIsInstance(lookup.rhs, SimpleCol) self.assertIsInstance(lookup.lhs, SimpleCol) self.assertEqual(lookup.rhs.target, Item._meta.get_field('created')) self.assertEqual(lookup.lhs.target, Item._meta.get_field('modified')) def test_transform(self): query = Query(Author) with register_lookup(CharField, Lower): where = query.build_where(~Q(name__lower='foo')) lookup = where.children[0] self.assertIsInstance(lookup, Exact) self.assertIsInstance(lookup.lhs, Lower) self.assertIsInstance(lookup.lhs.lhs, SimpleCol) self.assertEqual(lookup.lhs.lhs.target, Author._meta.get_field('name')) def test_negated_nullable(self): query = Query(Item) where = query.build_where(~Q(modified__lt=datetime(2017, 1, 1))) self.assertTrue(where.negated) lookup = where.children[0] self.assertIsInstance(lookup, LessThan) self.assertEqual(lookup.lhs.target, Item._meta.get_field('modified')) lookup = where.children[1] self.assertIsInstance(lookup, IsNull) self.assertEqual(lookup.lhs.target, Item._meta.get_field('modified')) ... [3 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 73: ... [3 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 5
| 1
| 2,950
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom datetime import datetime\n\nfrom django.core.exceptions import FieldError\nfrom django.db.models import CharField, F, Q\nfrom django.db.models.expressions import SimpleCol\nfrom django.db.models.fields.related_lookups import RelatedIsNull\nfrom django.db.models.functions import Lower\nfrom django.db.models.lookups import Exact, GreaterThan, IsNull, LessThan\nfrom django.db.models.sql.query import Query\nfrom django.db.models.sql.where import OR\nfrom django.test import TestCase\nfrom django.test.utils import register_lookup\n\nfrom .models import Author, Item, ObjectC, Ranking\n\n\nclass TestQuery(TestCase):\n def test_simple_query(self):\n query = Query(Author)\n where = query.build_where(Q(num__gt=2))\n lookup = where.children[0]\n self.assertIsInstance(lookup, GreaterThan)\n self.assertEqual(lookup.rhs, 2)\n self.assertEqual(lookup.lhs.target, Author._meta.get_field('num'))\n\n def test_complex_query(self):\n query = Query(Author)\n where = query.build_where(Q(num__gt=2) | Q(num__lt=0))\n self.assertEqual(where.connector, OR)\n\n lookup = where.children[0]\n self.assertIsInstance(lookup, GreaterThan)\n self.assertEqual(lookup.rhs, 2)\n self.assertEqual(lookup.lhs.target, Author._meta.get_field('num'))\n\n lookup = where.children[1]\n self.assertIsInstance(lookup, LessThan)\n self.assertEqual(lookup.rhs, 0)\n self.assertEqual(lookup.lhs.target, Author._meta.get_field('num'))\n\n def test_multiple_fields(self):\n query = Query(Item)\n where = query.build_where(Q(modified__gt=F('created')))\n lookup = where.children[0]\n self.assertIsInstance(lookup, GreaterThan)\n self.assertIsInstance(lookup.rhs, SimpleCol)\n self.assertIsInstance(lookup.lhs, SimpleCol)\n self.assertEqual(lookup.rhs.target, Item._meta.get_field('created'))\n self.assertEqual(lookup.lhs.target, Item._meta.get_field('modified'))\n\n def test_transform(self):\n query = Query(Author)\n with register_lookup(CharField, Lower):\n where = query.build_where(~Q(name__lower='foo'))\n lookup = where.children[0]\n self.assertIsInstance(lookup, Exact)\n self.assertIsInstance(lookup.lhs, Lower)\n self.assertIsInstance(lookup.lhs.lhs, SimpleCol)\n self.assertEqual(lookup.lhs.lhs.target, Author._meta.get_field('name'))\n\n def test_negated_nullable(self):\n query = Query(Item)\n where = query.build_where(~Q(modified__lt=datetime(2017, 1, 1)))\n self.assertTrue(where.negated)\n lookup = where.children[0]\n self.assertIsInstance(lookup, LessThan)\n self.assertEqual(lookup.lhs.target, Item._meta.get_field('modified'))\n lookup = where.children[1]\n self.assertIsInstance(lookup, IsNull)\n self.assertEqual(lookup.lhs.target, Item._meta.get_field('modified'))\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 73: ... [3 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
f8f43d95779ee26635e6e7c26bda70278bc13afd
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # This notebook implements a proof-of-principle for # Multi-Agent Common Knowledge Reinforcement Learning (MACKRL) # The entire notebook can be executed online, no need to download anything # http://pytorch.org/ from itertools import chain import torch import torch.nn.functional as F from torch.multiprocessing import Pool, set_start_method, freeze_support def p_joint_all(pi_pc, pi_dec): p_joint = pi_pc[1:].view(n_actions, n_actions).clone() pi_a_pi_b = torch.ger(pi_dec[0], pi_dec[1]) p_joint = pi_pc[0] * pi_a_pi_b + p_joint return p_joint def p_joint_all_noise_alt(pi_pcs, pi_dec, p_ck_noise, ck_state): p_none = (1-p_ck_noise) ** 2 # both unnoised p_both = (p_ck_noise) ** 2 # both noised p_one = (1-p_ck_noise) * p_ck_noise # exactly one noised p_marg_ag0_ck1 = pi_pcs[1][1:].view(n_actions, n_actions).clone().sum(dim=0) p_marg_ag0_ck2 = pi_pcs[2][1:].view(n_actions, n_actions).clone().sum(dim=0) p_marg_ag1_ck1 = pi_pcs[1][1:].view(n_actions, n_actions).clone().sum(dim=1) p_marg_ag1_ck2 = pi_pcs[2][1:].view(n_actions, n_actions).clone().sum(dim=1) p_joint_ck0 = pi_pcs[0][1:].view(n_actions, n_actions).clone() p_joint_ck1 = pi_pcs[1][1:].view(n_actions, n_actions).clone() p_joint_ck2 = pi_pcs[2][1:].view(n_actions, n_actions).clone() p_d_ck0 = pi_pcs[0][0] p_d_ck1 = pi_pcs[1][0] p_d_ck2 = pi_pcs[2][0] ... [6 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 2
| 0
| 1,442
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# This notebook implements a proof-of-principle for\n# Multi-Agent Common Knowledge Reinforcement Learning (MACKRL)\n# The entire notebook can be executed online, no need to download anything\n\n# http://pytorch.org/\nfrom itertools import chain\n\nimport torch\nimport torch.nn.functional as F\nfrom torch.multiprocessing import Pool, set_start_method, freeze_support\ndef p_joint_all(pi_pc, pi_dec):\n p_joint = pi_pc[1:].view(n_actions, n_actions).clone()\n pi_a_pi_b = torch.ger(pi_dec[0], pi_dec[1])\n p_joint = pi_pc[0] * pi_a_pi_b + p_joint\n return p_joint\n\ndef p_joint_all_noise_alt(pi_pcs, pi_dec, p_ck_noise, ck_state):\n\n p_none = (1-p_ck_noise) ** 2 # both unnoised\n p_both = (p_ck_noise) ** 2 # both noised\n p_one = (1-p_ck_noise) * p_ck_noise # exactly one noised\n\n p_marg_ag0_ck1 = pi_pcs[1][1:].view(n_actions, n_actions).clone().sum(dim=0)\n p_marg_ag0_ck2 = pi_pcs[2][1:].view(n_actions, n_actions).clone().sum(dim=0)\n p_marg_ag1_ck1 = pi_pcs[1][1:].view(n_actions, n_actions).clone().sum(dim=1)\n p_marg_ag1_ck2 = pi_pcs[2][1:].view(n_actions, n_actions).clone().sum(dim=1)\n\n p_joint_ck0 = pi_pcs[0][1:].view(n_actions, n_actions).clone()\n p_joint_ck1 = pi_pcs[1][1:].view(n_actions, n_actions).clone()\n p_joint_ck2 = pi_pcs[2][1:].view(n_actions, n_actions).clone()\n\n p_d_ck0 = pi_pcs[0][0]\n p_d_ck1 = pi_pcs[1][0]\n p_d_ck2 = pi_pcs[2][0]\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
f8f4457783432480005e18ff932b887d871f9663
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import sys import os import glob import json from robot import rebot from robot.api import TestSuite
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
testing
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 100
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport sys\nimport os\nimport glob\nimport json\nfrom robot import rebot\nfrom robot.api import TestSuite"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
f8f4dcd9fb78ee1924b9f50173ac949a710abcfd
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # The purpose of this script is to check all the maintenance branches of the # given repository, and find which pull requests are included in which # branches. The output is a JSON file that contains for each pull request the # list of all branches in which it is included. We look specifically for the # message "Merge pull request #xxxx " in commit messages, so this is not # completely foolproof, but seems to work for now. import os import sys import json import re import subprocess import tempfile from collections import defaultdict from astropy.utils.console import color_print from common import get_branches if sys.argv[1:]: REPOSITORY_NAME = sys.argv[1] else: REPOSITORY_NAME = 'astropy/astropy' print("The repository this script currently works with is '{}'.\n" .format(REPOSITORY_NAME)) REPOSITORY = f'git://github.com/{REPOSITORY_NAME}.git' NAME = os.path.basename(REPOSITORY_NAME) DIRTOCLONEIN = tempfile.mkdtemp() # set this to a non-temp directory to retain the clone between runs ORIGIN = 'origin' # set this to None to not fetch anything but rather use the directory as-is. STARTDIR = os.path.abspath('.') # The branches we are interested in BRANCHES = get_branches(REPOSITORY_NAME) # Read in a list of all the PRs with open(f'merged_pull_requests_{NAME}.json') as merged: merged_prs = json.load(merged) # Set up a dictionary where each key will be a PR and each value will be a list # of branches in which the PR is present pr_branches = defaultdict(list) try: # Set up repository color_print(f'Cloning {REPOSITORY}', 'green') os.chdir(DIRTOCLONEIN) if os.path.isdir(NAME): # already exists... assume its the right thing color_print('"{}" directory already exists - assuming it is an already ' 'existing clone'.format(NAME), 'yellow') os.chdir(NAME) if ORIGIN: subprocess.call(f'git fetch {ORIGIN}', shell=True) else: subprocess.call(f'git clone {REPOSITORY}', shell=True) os.chdir(NAME) # Loop over branches and find all PRs in the branch for branch in BRANCHES: # Change branch color_print(f'Switching to branch {branch}', 'green') subprocess.call('git reset --hard', shell=True) subprocess.call('gi
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 70 • Unclosed '(' at line 70 - expected ')' • Block at line 65 has no indented body Fix: Close the string literal with matching quote
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 2,297
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# The purpose of this script is to check all the maintenance branches of the\n# given repository, and find which pull requests are included in which\n# branches. The output is a JSON file that contains for each pull request the\n# list of all branches in which it is included. We look specifically for the\n# message \"Merge pull request #xxxx \" in commit messages, so this is not\n# completely foolproof, but seems to work for now.\n\nimport os\nimport sys\nimport json\nimport re\nimport subprocess\nimport tempfile\nfrom collections import defaultdict\n\nfrom astropy.utils.console import color_print\n\nfrom common import get_branches\n\nif sys.argv[1:]:\n REPOSITORY_NAME = sys.argv[1]\nelse:\n REPOSITORY_NAME = 'astropy/astropy'\n\nprint(\"The repository this script currently works with is '{}'.\\n\"\n .format(REPOSITORY_NAME))\n\n\nREPOSITORY = f'git://github.com/{REPOSITORY_NAME}.git'\nNAME = os.path.basename(REPOSITORY_NAME)\n\nDIRTOCLONEIN = tempfile.mkdtemp() # set this to a non-temp directory to retain the clone between runs\nORIGIN = 'origin' # set this to None to not fetch anything but rather use the directory as-is.\n\nSTARTDIR = os.path.abspath('.')\n\n# The branches we are interested in\nBRANCHES = get_branches(REPOSITORY_NAME)\n\n# Read in a list of all the PRs\nwith open(f'merged_pull_requests_{NAME}.json') as merged:\n merged_prs = json.load(merged)\n\n# Set up a dictionary where each key will be a PR and each value will be a list\n# of branches in which the PR is present\npr_branches = defaultdict(list)\n\n\ntry:\n # Set up repository\n color_print(f'Cloning {REPOSITORY}', 'green')\n os.chdir(DIRTOCLONEIN)\n if os.path.isdir(NAME):\n # already exists... assume its the right thing\n color_print('\"{}\" directory already exists - assuming it is an already '\n 'existing clone'.format(NAME), 'yellow')\n os.chdir(NAME)\n if ORIGIN:\n subprocess.call(f'git fetch {ORIGIN}', shell=True)\n else:\n subprocess.call(f'git clone {REPOSITORY}', shell=True)\n os.chdir(NAME)\n\n # Loop over branches and find all PRs in the branch\n for branch in BRANCHES:\n\n # Change branch\n color_print(f'Switching to branch {branch}', 'green')\n subprocess.call('git reset --hard', shell=True)\n subprocess.call('gi"}, {"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 70\n \u2022 Unclosed '(' at line 70 - expected ')'\n \u2022 Block at line 65 has no indented body\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
f8f623d0cb63c4b268f633b3bf392a5401ce666a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from datetime import datetime as dt import os import numpy as np import settings def mkdir(): now = dt.now().replace(second=0, microsecond=0) name_dir = "q_agent_train_" + now.strftime("%Y-%m-%d_%H:%M:%S")
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 217
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom datetime import datetime as dt\nimport os\n\nimport numpy as np\n\nimport settings\n\n\ndef mkdir():\n now = dt.now().replace(second=0, microsecond=0)\n name_dir = \"q_agent_train_\" + now.strftime(\"%Y-%m-%d_%H:%M:%S\")"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8f63abc9f6d14490126b79f424fe99cf745e819
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #----------------------------------------------------------------------------- # Copyright (c) 2013-2020, PyInstaller Development Team. # # Distributed under the terms of the GNU General Public License (version 2 # or later) with exception for distributing the bootloader. # # The full license is in the file COPYING.txt, distributed with this software. # # SPDX-License-Identifier: (GPL-2.0-or-later WITH Bootloader-exception) #----------------------------------------------------------------------------- import os from PyInstaller.utils.hooks import qt_menu_nib_dir from PyInstaller.compat import getsitepackages, is_darwin, is_win # On Windows system PATH has to be extended to point to the PyQt4 directory. # The PySide directory contains Qt dlls. We need to avoid including different # Complete this line if is_win: from PyInstaller.utils.win32.winutils import extend_system_path extend_system_path([os.path.join(x, 'PyQt4') for x in getsitepackages()]) hiddenimports = ['sip'] # For Qt to work on Mac OS X it is necessary to include directory qt_menu.nib. # This directory contains some resource files necessary to run PyQt or PySide # app. if is_darwin: datas = [ (qt_menu_nib_dir('PyQt4'), 'qt_menu.nib'), ]
|
The missing line is: # version of Qt libraries when there is installed another application (e.g. QtCreator)
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,316
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#-----------------------------------------------------------------------------\n# Copyright (c) 2013-2020, PyInstaller Development Team.\n#\n# Distributed under the terms of the GNU General Public License (version 2\n# or later) with exception for distributing the bootloader.\n#\n# The full license is in the file COPYING.txt, distributed with this software.\n#\n# SPDX-License-Identifier: (GPL-2.0-or-later WITH Bootloader-exception)\n#-----------------------------------------------------------------------------\n\n\nimport os\n\nfrom PyInstaller.utils.hooks import qt_menu_nib_dir\nfrom PyInstaller.compat import getsitepackages, is_darwin, is_win\n\n\n# On Windows system PATH has to be extended to point to the PyQt4 directory.\n# The PySide directory contains Qt dlls. We need to avoid including different\n # Complete this line\nif is_win:\n from PyInstaller.utils.win32.winutils import extend_system_path\n extend_system_path([os.path.join(x, 'PyQt4') for x in getsitepackages()])\n\n\nhiddenimports = ['sip']\n\n\n# For Qt to work on Mac OS X it is necessary to include directory qt_menu.nib.\n# This directory contains some resource files necessary to run PyQt or PySide\n# app.\nif is_darwin:\n datas = [\n (qt_menu_nib_dir('PyQt4'), 'qt_menu.nib'),\n ]"}, {"role": "assistant", "content": "The missing line is:\n# version of Qt libraries when there is installed another application (e.g. QtCreator)"}]
| false
| null | null | null |
f8f65ce2aa90b1532e983805cc84833de1433b1e
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import inspect def get_default_args(func): """Get default arguments of a function. """ signature = inspect.signature(func)
|
return { k: v.default for k, v in signature.parameters.items() if v.default is not inspect.Parameter.empty }
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 278
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport inspect\n\n\ndef get_default_args(func):\n \"\"\"Get default arguments of a function.\n \"\"\"\n signature = inspect.signature(func)"}, {"role": "assistant", "content": "\n return {\n k: v.default\n for k, v in signature.parameters.items()\n if v.default is not inspect.Parameter.empty\n }"}]
| false
| null | null | null |
f8f694a754b9e6ecfc7a48eb472c8ee96d237a42
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: """ Utilizando Lambdas Conhecidas por Expressões Lambdas, ou simplesmente Lambdas, são funções sem nome, ou seja, funções anónimas. # Função em Python def funcao(x): return 3 * x + 1 print(funcao(4)) print(funcao(7)) # Expressão Lambda lambda x: 3 * x + 1 # Como utlizar a expressão lambda? calc = lambda x: 3 * x + 1 print(calc(4)) print(calc(7)) # Podemos ter expressões lambdas com múltiplas entradas nome_compelto = lambda nome, sobrenome: nome.strip().title() + ' ' + sobrenome.strip().title() print(nome_compelto(' paulo', ' SILVA ')) print(nome_compelto(' MARIA ', ' albertina ')) # Em funções Python podemos ter nenhuma ou várias entradas. Em Lambdas também hello = lambda: 'Hello World!' uma = lambda x: 3 * x + 1 duas = lambda x, y: (x * y) ** 0.5 tres = lambda x, y, z: 3 / (1 / x + 1 / 7 + 1 / z) # n = lambda x1, x2, ..., xn: <expressão> print(hello()) print(uma(6)) print(duas(5, 7)) print(tres(3, 6, 9)) # OBS: Se passarmos mais argumentos do que parâmetros esperados teremos TypeError # Exemplo autores = ['Paulo Silva', 'Maria Albertina', 'Luis Marques Nunes', 'Carlos Nunes', 'Ana S. Leitão', 'Inês Garcia', 'Claudia Sofia', 'I. L. Antunes',
|
'Américo Silva'] print(autores) # ['Paulo Silva', 'Maria Albertina', 'Luis Marques Nunes', 'Carlos Nunes', # 'Ana S. Leitão', 'Inês Garcia', 'Claudia Sofia', 'I. L. Antunes', 'Américo Silva'] # Ordenar pelo sobrenome autores.sort(key=lambda sobrenome: sobrenome.split(' ')[-1].lower()) print(autores) # ['Maria Albertina', 'I. L. Antunes', 'Inês Garcia', 'Ana S. Leitão', # 'Luis Marques Nunes', 'Carlos Nunes', 'Paulo Silva', 'Américo Silva', 'Claudia Sofia'] """ # Função Quadrática # f(x) = a * x ** 2 + b * x + c # Definindo a função def geradora_funcao_quadratica(a, b, c): """ Retorna a função f(x) = a * x ** 2 + b * x + c """ return lambda x: a * x ** 2 + b * x + c teste = geradora_funcao_quadratica(2, 3, -5) print(teste(0)) print(teste(1)) print(teste(2)) print(geradora_funcao_quadratica(3, 0, 1)(2))
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 2,059
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\"\"\"\nUtilizando Lambdas\n\nConhecidas por Express\u00f5es Lambdas, ou simplesmente Lambdas, s\u00e3o fun\u00e7\u00f5es sem nome, ou seja,\nfun\u00e7\u00f5es an\u00f3nimas.\n\n\n# Fun\u00e7\u00e3o em Python\n\ndef funcao(x):\n return 3 * x + 1\n\n\nprint(funcao(4))\nprint(funcao(7))\n\n# Express\u00e3o Lambda\n\nlambda x: 3 * x + 1\n\n# Como utlizar a express\u00e3o lambda?\n\ncalc = lambda x: 3 * x + 1\nprint(calc(4))\nprint(calc(7))\n\n\n# Podemos ter express\u00f5es lambdas com m\u00faltiplas entradas\n\nnome_compelto = lambda nome, sobrenome: nome.strip().title() + ' ' + sobrenome.strip().title()\n\nprint(nome_compelto(' paulo', ' SILVA '))\nprint(nome_compelto(' MARIA ', ' albertina '))\n\n\n# Em fun\u00e7\u00f5es Python podemos ter nenhuma ou v\u00e1rias entradas. Em Lambdas tamb\u00e9m\n\nhello = lambda: 'Hello World!'\n\numa = lambda x: 3 * x + 1\n\nduas = lambda x, y: (x * y) ** 0.5\n\ntres = lambda x, y, z: 3 / (1 / x + 1 / 7 + 1 / z)\n\n# n = lambda x1, x2, ..., xn: <express\u00e3o>\n\nprint(hello())\nprint(uma(6))\nprint(duas(5, 7))\nprint(tres(3, 6, 9))\n\n# OBS: Se passarmos mais argumentos do que par\u00e2metros esperados teremos TypeError\n\n\n# Exemplo\n\nautores = ['Paulo Silva', 'Maria Albertina', 'Luis Marques Nunes', 'Carlos Nunes',\n 'Ana S. Leit\u00e3o', 'In\u00eas Garcia', 'Claudia Sofia', 'I. L. Antunes',"}, {"role": "assistant", "content": "\n 'Am\u00e9rico Silva']\n\nprint(autores)\n# ['Paulo Silva', 'Maria Albertina', 'Luis Marques Nunes', 'Carlos Nunes',\n# 'Ana S. Leit\u00e3o', 'In\u00eas Garcia', 'Claudia Sofia', 'I. L. Antunes', 'Am\u00e9rico Silva']\n\n\n# Ordenar pelo sobrenome\n\nautores.sort(key=lambda sobrenome: sobrenome.split(' ')[-1].lower())\n\nprint(autores)\n\n# ['Maria Albertina', 'I. L. Antunes', 'In\u00eas Garcia', 'Ana S. Leit\u00e3o',\n# 'Luis Marques Nunes', 'Carlos Nunes', 'Paulo Silva', 'Am\u00e9rico Silva', 'Claudia Sofia']\n\n\n\"\"\"\n\n\n# Fun\u00e7\u00e3o Quadr\u00e1tica\n# f(x) = a * x ** 2 + b * x + c\n\n# Definindo a fun\u00e7\u00e3o\n\ndef geradora_funcao_quadratica(a, b, c):\n \"\"\"\n Retorna a fun\u00e7\u00e3o f(x) = a * x ** 2 + b * x + c\n \"\"\"\n return lambda x: a * x ** 2 + b * x + c\n\n\nteste = geradora_funcao_quadratica(2, 3, -5)\n\nprint(teste(0))\nprint(teste(1))\nprint(teste(2))\n\nprint(geradora_funcao_quadratica(3, 0, 1)(2))"}]
| false
| null | null | null |
f8f72bfabd477794319287090180fb8cb1c3008e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Lista dentro de dicionário campeonato = dict() gol = [] aux = 0 campeonato['Jogador'] = str(input('Digite o nome do jogador: ')) print() partidas = int(input('Quantas partidas ele jogou? ')) print() for i in range(0, partidas): aux = int(input(f'Quantos gols na partida {i + 1}? ')) gol.append(aux) print() campeonato['Gols'] = gol[:] campeonato['Total'] = sum(gol) print('=' * 55) print() print(campeonato) print() print('=' * 55) print() for k, v in campeonato.items(): print(f'O campo {k} tem o valor: {v}') print() print('=' * 55) print(f'O jogador {campeonato["Jogador"]} jogou {partidas} partidas.') print() for i in range(0, partidas): print(f'Na partida {i + 1} ele fez {gol[i]} gol(s).') print() print(f'No total ele fez {campeonato["Total"]} gols.') print('=' * 55)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 825
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Lista dentro de dicion\u00e1rio\r\ncampeonato = dict()\r\ngol = []\r\naux = 0\r\ncampeonato['Jogador'] = str(input('Digite o nome do jogador: '))\r\nprint()\r\npartidas = int(input('Quantas partidas ele jogou? '))\r\nprint()\r\nfor i in range(0, partidas):\r\n aux = int(input(f'Quantos gols na partida {i + 1}? '))\r\n gol.append(aux)\r\nprint()\r\ncampeonato['Gols'] = gol[:]\r\ncampeonato['Total'] = sum(gol)\r\nprint('=' * 55)\r\nprint()\r\nprint(campeonato)\r\nprint()\r\nprint('=' * 55)\r\nprint()\r\nfor k, v in campeonato.items():\r\n print(f'O campo {k} tem o valor: {v}')\r\nprint()\r\nprint('=' * 55)\r\nprint(f'O jogador {campeonato[\"Jogador\"]} jogou {partidas} partidas.')\r\nprint()\r\nfor i in range(0, partidas):\r\n print(f'Na partida {i + 1} ele fez {gol[i]} gol(s).')\r\nprint()\r\nprint(f'No total ele fez {campeonato[\"Total\"]} gols.')\r\nprint('=' * 55)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
f8f83df34dfaf5ae52ea9e532bb035a4e1cce478
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import numpy class InitialDataControlSine: def __init__(self, coefficients): self.coefficients = coefficients def __call__(self, x): u = numpy.zeros_like(x) for k, coefficient in enumerate(self.coefficients): u += coefficient * numpy.sin(k * numpy.pi * x) return u def exact_solution(self, x, t, q=1):
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Block at line 16 has no body - expected indented block • IndentationError at line 16 Fix: Complete the function 'exact_solution' body and add missing return
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 3
| 1
| 364
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy\n\n\nclass InitialDataControlSine:\n def __init__(self, coefficients):\n self.coefficients = coefficients\n\n def __call__(self, x):\n u = numpy.zeros_like(x)\n\n for k, coefficient in enumerate(self.coefficients):\n u += coefficient * numpy.sin(k * numpy.pi * x)\n\n return u\n\n def exact_solution(self, x, t, q=1):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Block at line 16 has no body - expected indented block\n \u2022 IndentationError at line 16\n\n Fix: Complete the function 'exact_solution' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
f8f8dae5df2040a52619a0f46630de1b8ffbe445
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import helpers import json import re
|
Error Analysis: Error Type: UNKNOWN Error: Unknown error
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 37
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport helpers\nimport json\nimport re"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: UNKNOWN\n Error: Unknown error"}]
| true
|
syntax
|
UNKNOWN
|
UNKNOWN
|
f8fa0708043799c2510940867111d04480ef484c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #! /usr/bin/env python2.7 from __future__ import print_function import sys sys.path.append("../../include") import PyBool_public_interface as Bool if __name__ == "__main__": expr = Bool.parse_std("input.txt") expr = expr["main_expr"] expr = Bool.simplify(expr) expr = Bool.nne(expr) print(Bool.print_expr(expr))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 341
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#! /usr/bin/env python2.7\n\n\nfrom __future__ import print_function\n\nimport sys\nsys.path.append(\"../../include\")\n\nimport PyBool_public_interface as Bool\n\n\nif __name__ == \"__main__\":\n expr = Bool.parse_std(\"input.txt\")\n expr = expr[\"main_expr\"]\n\n expr = Bool.simplify(expr)\n\n expr = Bool.nne(expr)\n\n print(Bool.print_expr(expr))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
f8fb454d7a74c617f9f1467386eb93a2fe60e4db
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TheStack--python--000.parquet
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Find the logical error in this Pythoncode:Python code: from tkinter import * import random import time from PIL import Image from datetime import datetime from tinydb import * import os import pickle #from database1 import * from random import randint def _calculation(): shirt_mm = shirt.get() pant_mm = pant.get() sale_mm = sale.get() buy_mm = buy.get() deposite_mm = deposite.get() withdraw_mm = withdraw.get() coat_mm = coat.get() order_mm = order.get() total_mm = total.get() time = datetime.now() day = time.day month = time.month hour = time.hour second = time.second year = time.year minute = time.minute #setting the filename using the loop #file = open("1{}".format()) '''for i in range(5): if os.path.isfile(i): pass else: file = open("{}.txt".format(str(i) + 1), "w+") created with name {}".format(file))''' #creating the filenames with append =1 if the name already existed file_name = "r.txt" if os.path.isfile(file_name): expand = 1 while True: expand += 1 new_file_name = file_name.split(".txt")[0] + str(expand) + ".txt" if os.path.isfile(new_file_name): #if the newfilename exists print("using the file {}".format(new_file_name)) #file = open("{}".format(new_file_name), "w+") continue else: file_name = open(new_file_name, "w+") print("creating the file {}".format(file_name)) #file = open("{}".format(file_name), "w+") break file_name = "fil.txt" file = open("{}".format(file_name),"w+") totalx = shirt_mm+pant_mm+sale_mm+buy_mm+deposite_mm+withdraw_mm+coat_mm+order_mm file.write("Total:-{}".format(totalx)) file.write("shirt:-{}".format(shirt_mm)) file.write("pant_mm:-{}".format(pant_mm)) file.write("sale_mm:-{}".format(sale_mm)) file.write("buy_mm:-{}".format(buy_mm)) file.write("deposite_mm:-{}".format(deposite_mm)) file.write("withdraw_mm:-{}".format(withdraw_mm)) file.write("coat:-{}".format(coat_mm)) file.write("order:-{}".format(order_mm)) reading = file.readlines() file.close() #after wards set the total from here total.set #++++++++++++++++++++++++++++++Varibales_inset+++++++++++++++++++++++++++++++++ order_bef = IntVar() stock_full = IntVar() shrting = IntVar() pant = IntVar() sari = IntVar() order_info = IntVar() delivery_report = IntVar() daily_info = IntVar() sales = IntVar() buy = IntVar() total_bank = IntVar() bank_deposite = IntVar() bank_withdraw = IntVar() due_amount = IntVar() order_info = IntVar() daily_cash = IntVar() cus_name = IntVar() cus_no = IntVar() employee = IntVar() ###############################class of algoriths######################### class __main(): def __init__(self): self.order = order ... [11 more functiondefs truncated] ...
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Logical Error Analysis: Error Type: TYPE_MISMATCH Issue: String concatenated with int Severity: HIGH Location: Line 40 Buggy code: file = open("{}.txt".format(str(i) + 1), "w+") Should be: file = open("{}.txt".format(i+1), "w+") Explanation: Type mismatch will cause runtime error Fix: Ensure types are compatible in operations
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advanced
|
database
|
logical_errors
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Pythoncode:Python
| 2
| 1
| 2,988
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom tkinter import *\nimport random\nimport time\nfrom PIL import Image\nfrom datetime import datetime\nfrom tinydb import *\nimport os\nimport pickle\n#from database1 import *\nfrom random import randint\n\ndef _calculation():\n\n shirt_mm = shirt.get()\n pant_mm = pant.get()\n sale_mm = sale.get()\n buy_mm = buy.get()\n deposite_mm = deposite.get()\n withdraw_mm = withdraw.get()\n coat_mm = coat.get()\n order_mm = order.get()\n total_mm = total.get()\n\n time = datetime.now()\n day = time.day\n month = time.month\n hour = time.hour\n second = time.second\n year = time.year\n minute = time.minute\n\n #setting the filename using the loop\n\n #file = open(\"1{}\".format())\n\n '''for i in range(5):\n if os.path.isfile(i):\n pass\n else:\n file = open(\"{}.txt\".format(str(i) + 1), \"w+\")\n created with name {}\".format(file))'''\n\n #creating the filenames with append =1 if the name already existed\n file_name = \"r.txt\"\n if os.path.isfile(file_name):\n expand = 1\n while True:\n expand += 1\n new_file_name = file_name.split(\".txt\")[0] + str(expand) + \".txt\"\n if os.path.isfile(new_file_name): #if the newfilename exists \n print(\"using the file {}\".format(new_file_name))\n #file = open(\"{}\".format(new_file_name), \"w+\")\n continue\n else:\n file_name = open(new_file_name, \"w+\")\n print(\"creating the file {}\".format(file_name))\n #file = open(\"{}\".format(file_name), \"w+\")\n break\n\n file_name = \"fil.txt\"\n\n\n file = open(\"{}\".format(file_name),\"w+\")\n \n\n totalx = shirt_mm+pant_mm+sale_mm+buy_mm+deposite_mm+withdraw_mm+coat_mm+order_mm\n\n file.write(\"Total:-{}\".format(totalx))\n file.write(\"shirt:-{}\".format(shirt_mm))\n file.write(\"pant_mm:-{}\".format(pant_mm))\n file.write(\"sale_mm:-{}\".format(sale_mm))\n file.write(\"buy_mm:-{}\".format(buy_mm))\n file.write(\"deposite_mm:-{}\".format(deposite_mm))\n file.write(\"withdraw_mm:-{}\".format(withdraw_mm))\n file.write(\"coat:-{}\".format(coat_mm))\n file.write(\"order:-{}\".format(order_mm))\n reading = file.readlines()\n file.close()\n#after wards set the total from here total.set\n\n#++++++++++++++++++++++++++++++Varibales_inset+++++++++++++++++++++++++++++++++\n\norder_bef = IntVar()\nstock_full = IntVar()\nshrting = IntVar()\npant = IntVar()\nsari = IntVar()\norder_info = IntVar()\ndelivery_report = IntVar()\ndaily_info = IntVar()\nsales = IntVar()\nbuy = IntVar()\ntotal_bank = IntVar()\nbank_deposite = IntVar()\nbank_withdraw = IntVar()\ndue_amount = IntVar()\norder_info = IntVar()\ndaily_cash = IntVar()\ncus_name = IntVar()\ncus_no = IntVar()\nemployee = IntVar()\n\n###############################class of algoriths#########################\n\n\nclass __main():\n\n\n def __init__(self):\n self.order = order\n\n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: TYPE_MISMATCH\n Issue: String concatenated with int\n Severity: HIGH\n\n Location: Line 40\n\n Buggy code:\n file = open(\"{}.txt\".format(str(i) + 1), \"w+\")\n\n Should be:\n file = open(\"{}.txt\".format(i+1), \"w+\")\n\n Explanation: Type mismatch will cause runtime error\n Fix: Ensure types are compatible in operations"}]
| true
|
logical
|
TYPE_MISMATCH
|
HIGH
|
f8fcc7a6b82e6b901e4e3c720b6e0e1f082a90c0
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import torch import torch.nn as nn from mmcv.cnn import normal_init from mmdet.core import distance2bbox, force_fp32, multi_apply, multiclass_nms, bbox_overlaps from ..builder import build_loss from ..registry import HEADS from ..utils import ConvModule, Scale, bias_init_with_prob from IPython import embed class EmbeddingNNmsHeadV2limited(nn.Module): """ Fully Convolutional One-Stage Object Detection head from [1]_. The FCOS head does not use anchor boxes. Instead bounding boxes are predicted at each pixel and a centerness measure is used to supress low-quality predictions. References: .. [1] https://arxiv.org/abs/1904.01355 Example: >>> self = FCOSHead(11, 7) >>> feats = [torch.rand(1, 7, s, s) for s in [4, 8, 16, 32, 64]] >>> cls_score, bbox_pred, centerness = self.forward(feats) >>> assert len(cls_score) == len(self.scales) """ def __init__(self, num_classes, in_channels, feat_channels=256, stacked_convs=4, embedding_convs_num=2, strides=(4, 8, 16, 32, 64), delta=2.0, regress_ranges=((-1, 64), (64, 128), (128, 256), (256, 512), Error: SyntaxError / EOF
|
Fixed Code: import torch import torch.nn as nn from mmcv.cnn import normal_init from mmdet.core import distance2bbox, force_fp32, multi_apply, multiclass_nms, bbox_overlaps from ..builder import build_loss from ..registry import HEADS from ..utils import ConvModule, Scale, bias_init_with_prob from IPython import embed class EmbeddingNNmsHeadV2limited(nn.Module): """ Fully Convolutional One-Stage Object Detection head from [1]_. The FCOS head does not use anchor boxes. Instead bounding boxes are predicted at each pixel and a centerness measure is used to supress low-quality predictions. References: .. [1] https://arxiv.org/abs/1904.01355 Explanation: Complete the truncated code structure
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advanced
|
testing
|
error_fixing
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Pythoncode:Python
| 1
| 1
| 1,281
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport torch\nimport torch.nn as nn\nfrom mmcv.cnn import normal_init\n\nfrom mmdet.core import distance2bbox, force_fp32, multi_apply, multiclass_nms, bbox_overlaps\nfrom ..builder import build_loss\nfrom ..registry import HEADS\nfrom ..utils import ConvModule, Scale, bias_init_with_prob\nfrom IPython import embed\nclass EmbeddingNNmsHeadV2limited(nn.Module):\n \"\"\"\n Fully Convolutional One-Stage Object Detection head from [1]_.\n\n The FCOS head does not use anchor boxes. Instead bounding boxes are\n predicted at each pixel and a centerness measure is used to supress\n low-quality predictions.\n\n References:\n .. [1] https://arxiv.org/abs/1904.01355\n\n Example:\n >>> self = FCOSHead(11, 7)\n >>> feats = [torch.rand(1, 7, s, s) for s in [4, 8, 16, 32, 64]]\n >>> cls_score, bbox_pred, centerness = self.forward(feats)\n >>> assert len(cls_score) == len(self.scales)\n \"\"\"\n\n def __init__(self,\n num_classes,\n in_channels,\n feat_channels=256,\n stacked_convs=4,\n embedding_convs_num=2,\n strides=(4, 8, 16, 32, 64),\n delta=2.0,\n regress_ranges=((-1, 64), (64, 128), (128, 256), (256, 512),\n \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport torch\nimport torch.nn as nn\nfrom mmcv.cnn import normal_init\n\nfrom mmdet.core import distance2bbox, force_fp32, multi_apply, multiclass_nms, bbox_overlaps\nfrom ..builder import build_loss\nfrom ..registry import HEADS\nfrom ..utils import ConvModule, Scale, bias_init_with_prob\nfrom IPython import embed\nclass EmbeddingNNmsHeadV2limited(nn.Module):\n \"\"\"\n Fully Convolutional One-Stage Object Detection head from [1]_.\n\n The FCOS head does not use anchor boxes. Instead bounding boxes are\n predicted at each pixel and a centerness measure is used to supress\n low-quality predictions.\n\n References:\n .. [1] https://arxiv.org/abs/1904.01355\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
f8feca35fdbbdb7ba2119b9d7d1e1e21456081ac
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from . import db from sqlalchemy.dialects.mysql import LONGTEXT class Search(db.Model): __tablename__ = 'spots' id = db.Column(db.Integer, primary_key=True) search_string = db.Column(db.Text) lat = db.Column(db.Floa lon = db.Column(db.Float) location_name = db.Column(db.Text) json_result = db.Column(LONGTEXT) class Photo(db.Model): __tablename__ = 'photos' id = db.Column(db.Integer, primary_key=True) spotname = db.Column(db.Text) source_id = db.Column(db.Text) latitude = db.Column(db.Float) longitude = db.Column(db.Float) tags = db.Column(db.Text) views = db.Column(db.Integer) favourites = db.Column(db.Integer) comments = db.Column(db.Integer) username = db.Column(db.Text) photo_url = db.Column(db.Text) search_id = db.Column(db.ForeignKey(Search.id),nullable=False) Error: IndentationError: unexpected indent
|
Fixed Code: from . import db from sqlalchemy.dialects.mysql import LONGTEXT class Search(db.Model): __tablename__ = 'spots' id = db.Column(db.Integer, primary_key=True) search_string = db.Column(db.Text) lat = db.Column(db.Float) lon = db.Column(db.Float) location_name = db.Column(db.Text) json_result = db.Column(LONGTEXT) class Photo(db.Model): __tablename__ = 'photos' id = db.Column(db.Integer, primary_key=True) spotname = db.Column(db.Text) source_id = db.Column(db.Text) latitude = db.Column(db.Float) longitude = db.Column(db.Float) tags = db.Column(db.Text) Explanation: Fix indentation to match Python syntax rules
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advanced
|
database
|
error_fixing
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Pythoncode:Python
| 0
| 2
| 859
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom . import db\nfrom sqlalchemy.dialects.mysql import LONGTEXT\n\nclass Search(db.Model):\n __tablename__ = 'spots'\n id = db.Column(db.Integer, primary_key=True)\n search_string = db.Column(db.Text)\nlat = db.Column(db.Floa\n lon = db.Column(db.Float)\n location_name = db.Column(db.Text)\n json_result = db.Column(LONGTEXT)\n\nclass Photo(db.Model):\n __tablename__ = 'photos'\n id = db.Column(db.Integer, primary_key=True)\n spotname = db.Column(db.Text)\n source_id = db.Column(db.Text)\n latitude = db.Column(db.Float)\n longitude = db.Column(db.Float)\n tags = db.Column(db.Text)\n views = db.Column(db.Integer)\n favourites = db.Column(db.Integer)\n comments = db.Column(db.Integer)\n username = db.Column(db.Text)\n photo_url = db.Column(db.Text)\n search_id = db.Column(db.ForeignKey(Search.id),nullable=False)\n\n\n\n\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom . import db\nfrom sqlalchemy.dialects.mysql import LONGTEXT\n\nclass Search(db.Model):\n __tablename__ = 'spots'\n id = db.Column(db.Integer, primary_key=True)\n search_string = db.Column(db.Text)\n lat = db.Column(db.Float)\n lon = db.Column(db.Float)\n location_name = db.Column(db.Text)\n json_result = db.Column(LONGTEXT)\n\nclass Photo(db.Model):\n __tablename__ = 'photos'\n id = db.Column(db.Integer, primary_key=True)\n spotname = db.Column(db.Text)\n source_id = db.Column(db.Text)\n latitude = db.Column(db.Float)\n longitude = db.Column(db.Float)\n tags = db.Column(db.Text)\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
f8ff164c7b99d263ef5622eb983cd4b6a79fdda1
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import pandas as pd import numpy as np import plotly.offline as pyo import plotly.graph_objs as go df= pd.read_csv("Data/nst-est2017-alldata.csv") df2=df[df["DIVISION"] == '1'] df2.set_index("NAME",inplace=True) list_of_pop_col=[col for col in df2.columns if col.startswith('POP')] df2=df2[list_of_pop_col] data=[go.Scatter(x=df2.columns, y=df2.loc[name], mode='lines', name=name) for name in df2.index] pyo.plot(data)
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This code demonstrates Pythoncode:Python programming.
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intermediate
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data_processing
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code_explanation
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Pythoncode:Python
| 0
| 0
| 471
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport pandas as pd\nimport numpy as np\nimport plotly.offline as pyo\nimport plotly.graph_objs as go\n\n\ndf= pd.read_csv(\"Data/nst-est2017-alldata.csv\")\ndf2=df[df[\"DIVISION\"] == '1']\ndf2.set_index(\"NAME\",inplace=True)\n\nlist_of_pop_col=[col for col in df2.columns if col.startswith('POP')]\ndf2=df2[list_of_pop_col]\n\ndata=[go.Scatter(x=df2.columns,\n y=df2.loc[name],\n mode='lines',\n name=name) for name in df2.index]\n\npyo.plot(data)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
f8ffdfd391593d89205af0a89c79433669635ec2
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: def settings(app): texescape.init() # otherwise done by the latex builder optparser = frontend.OptionParser( components=(RstParser, HTMLWriter, LaTeXWriter)) settings = optparser.get_default_values() settings.smart_quotes = True settings.env = app.builder.env settings.env.temp_data['docname'] = 'dummy' settings.contentsname = 'dummy' settings.rfc_base_url = 'http://tools.ietf.org/html/' domain_context = sphinx_domains(settings.env) domain_context.enable() yield settings domain_context.disable() @pytest.fixture def new_document(settings): def create(): document = utils.new_document('test data', settings) document['file'] = 'dummy' return document return create @pytest.fixture def inliner(new_document): document = new_document() document.reporter.get_source_and_line = lambda line=1: ('dummy.rst', line) return Struct(document=document, reporter=document.reporter) @pytest.fixture def parse(new_document): def parse_(rst): document = new_document() parser = RstParser() parser.parse(rst, document) SphinxSmartQuotes(document, startnode=None).apply() for msg in document.traverse(nodes.system_message): if msg['level'] == 1: msg.replace_self([]) return document return parse_ # since we're not resolving the markup afterwards, these nodes may remain class ForgivingTranslator: def visit_pending_xref(self, node): pass def depart_pending_xref(self, node): pass class ForgivingHTMLTranslator(HTMLTranslator, ForgivingTranslator): pass class ForgivingLaTeXTranslator(LaTeXTranslator, ForgivingTranslator): pass @pytest.fixture def verify_re_html(app, parse): def verify(rst, html_expected): document = parse(rst) KeyboardTransform(document).apply() html_translator = ForgivingHTMLTranslator(document, app.builder) document.walkabout(html_translator) html_translated = ''.join(html_translator.fragment).strip() assert re.match(html_expected, html_translated), 'from ' + rst return verify @pytest.fixture def verify_re_latex(app, parse): def verify(rst, latex_expected): document = parse(rst) app.builder = LaTeXBuilder(app) app.builder.set_environment(app.env) app.builder.init() theme = app.builder.themes.get('manual') latex_translator = ForgivingLaTeXTranslator(document, app.builder, theme) latex_translator.first_document = -1 # don't write \begin{document} document.walkabout(latex_translator) latex_translated = ''.join(latex_translator.body).strip() assert re.match(latex_expected, latex_translated), 'from ' + repr(rst) return verify @pytest.fixture def verify_re(verify_re_html, verify_re_latex): ... [17 more functiondefs truncated] ...
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Functions: settings, new_document, create, inliner, parse Classes: ForgivingTranslator, ForgivingHTMLTranslator, ForgivingLaTeXTranslator This code demonstrates Pythoncode:Python programming.
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advanced
|
testing
|
code_explanation
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Pythoncode:Python
| 13
| 3
| 2,940
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef settings(app):\n texescape.init() # otherwise done by the latex builder\n optparser = frontend.OptionParser(\n components=(RstParser, HTMLWriter, LaTeXWriter))\n settings = optparser.get_default_values()\n settings.smart_quotes = True\n settings.env = app.builder.env\n settings.env.temp_data['docname'] = 'dummy'\n settings.contentsname = 'dummy'\n settings.rfc_base_url = 'http://tools.ietf.org/html/'\n domain_context = sphinx_domains(settings.env)\n domain_context.enable()\n yield settings\n domain_context.disable()\n\n\n@pytest.fixture\ndef new_document(settings):\n def create():\n document = utils.new_document('test data', settings)\n document['file'] = 'dummy'\n return document\n\n return create\n\n\n@pytest.fixture\ndef inliner(new_document):\n document = new_document()\n document.reporter.get_source_and_line = lambda line=1: ('dummy.rst', line)\n return Struct(document=document, reporter=document.reporter)\n\n\n@pytest.fixture\ndef parse(new_document):\n def parse_(rst):\n document = new_document()\n parser = RstParser()\n parser.parse(rst, document)\n SphinxSmartQuotes(document, startnode=None).apply()\n for msg in document.traverse(nodes.system_message):\n if msg['level'] == 1:\n msg.replace_self([])\n return document\n return parse_\n\n\n# since we're not resolving the markup afterwards, these nodes may remain\nclass ForgivingTranslator:\n def visit_pending_xref(self, node):\n pass\n\n def depart_pending_xref(self, node):\n pass\n\n\nclass ForgivingHTMLTranslator(HTMLTranslator, ForgivingTranslator):\n pass\n\n\nclass ForgivingLaTeXTranslator(LaTeXTranslator, ForgivingTranslator):\n pass\n\n\n@pytest.fixture\ndef verify_re_html(app, parse):\n def verify(rst, html_expected):\n document = parse(rst)\n KeyboardTransform(document).apply()\n html_translator = ForgivingHTMLTranslator(document, app.builder)\n document.walkabout(html_translator)\n html_translated = ''.join(html_translator.fragment).strip()\n assert re.match(html_expected, html_translated), 'from ' + rst\n return verify\n\n\n@pytest.fixture\ndef verify_re_latex(app, parse):\n def verify(rst, latex_expected):\n document = parse(rst)\n app.builder = LaTeXBuilder(app)\n app.builder.set_environment(app.env)\n app.builder.init()\n theme = app.builder.themes.get('manual')\n latex_translator = ForgivingLaTeXTranslator(document, app.builder, theme)\n latex_translator.first_document = -1 # don't write \\begin{document}\n document.walkabout(latex_translator)\n latex_translated = ''.join(latex_translator.body).strip()\n assert re.match(latex_expected, latex_translated), 'from ' + repr(rst)\n return verify\n\n\n@pytest.fixture\ndef verify_re(verify_re_html, verify_re_latex):\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: settings, new_document, create, inliner, parse\n Classes: ForgivingTranslator, ForgivingHTMLTranslator, ForgivingLaTeXTranslator\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
f8fff1c2d03cf1ef4aae436dd124c9505b06ab95
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: from pandac.PandaModules import PStatCollector from direct.directnotify.DirectNotifyGlobal import directNotify from direct.showbase.PythonUtil import Queue, invertDictLossless, makeFlywheelGen from direct.showbase.PythonUtil import itype, serialNum, safeRepr, fastRepr from direct.showbase.Job import Job import types, weakref, random, __builtin__ def _createContainerLeak(): def leakContainer(task=None): base = getBase() if not hasattr(base, 'leakContainer'): base.leakContainer = {} # use tuples as keys since they can't be weakref'd, and use an instance # since it can't be repr/eval'd # that will force the leak detector to hold a normal 'non-weak' reference class LeakKey: pass base.leakContainer[(LeakKey(),)] = {} # test the non-weakref object reference handling if random.random() < .01: key = random.choice(base.leakContainer.keys()) ContainerLeakDetector.notify.debug( 'removing reference to leakContainer key %s so it will be garbage-collected' % safeRepr(key)) del base.leakContainer[key] taskMgr.doMethodLater(10, leakContainer, 'leakContainer-%s' % serialNum()) if task: return task.done leakContainer() def _createTaskLeak(): leakTaskName = uniqueName('leakedTask') leakDoLaterName = uniqueName('leakedDoLater') def nullTask(task=None): return task.cont def nullDoLater(task=None): return task.done def leakTask(task=None, leakTaskName=leakTaskName): base = getBase() taskMgr.add(nullTask, uniqueName(leakTaskName)) taskMgr.doMethodLater(1 << 31, nullDoLater, uniqueName(leakDoLaterName)) taskMgr.doMethodLater(10, leakTask, 'doLeakTask-%s' % serialNum()) if task: return task.done leakTask() class NoDictKey: pass class Indirection: """ Represents the indirection that brings you from a container to an element of the container. Stored as a string to be used as part of an eval, or as a key to be looked up in a dict. Each dictionary dereference is individually eval'd since the dict key might have been garbage-collected TODO: store string components that are duplicates of strings in the actual system so that Python will keep one copy and reduce memory usage """ def __init__(self, evalStr=None, dictKey=NoDictKey): # if this is a dictionary lookup, pass dictKey instead of evalStr self.evalStr = evalStr self.dictKey = NoDictKey # is the dictKey a weak reference? self._isWeakRef = False self._refCount = 0 if dictKey is not NoDictKey: # if we can repr/eval the key, store it as an evalStr keyRepr = safeRepr(dictKey) useEval = False try: keyEval = eval(keyRepr) useEval = True except: pass ... [code truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 50 Invalid syntax at line 76: ... [code truncated] ... ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 💡 Suggestions: Complete the expression on the last line Add closing quote at line 50 Review syntax near the error location
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advanced
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testing
|
debugging
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Pythoncode:Python
| 7
| 3
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom pandac.PandaModules import PStatCollector\nfrom direct.directnotify.DirectNotifyGlobal import directNotify\nfrom direct.showbase.PythonUtil import Queue, invertDictLossless, makeFlywheelGen\nfrom direct.showbase.PythonUtil import itype, serialNum, safeRepr, fastRepr\nfrom direct.showbase.Job import Job\nimport types, weakref, random, __builtin__\n\ndef _createContainerLeak():\n def leakContainer(task=None):\n base = getBase()\n if not hasattr(base, 'leakContainer'):\n base.leakContainer = {}\n # use tuples as keys since they can't be weakref'd, and use an instance\n # since it can't be repr/eval'd\n # that will force the leak detector to hold a normal 'non-weak' reference\n class LeakKey:\n pass\n base.leakContainer[(LeakKey(),)] = {}\n # test the non-weakref object reference handling\n if random.random() < .01:\n key = random.choice(base.leakContainer.keys())\n ContainerLeakDetector.notify.debug(\n 'removing reference to leakContainer key %s so it will be garbage-collected' % safeRepr(key))\n del base.leakContainer[key]\n taskMgr.doMethodLater(10, leakContainer, 'leakContainer-%s' % serialNum())\n if task:\n return task.done\n leakContainer()\n\ndef _createTaskLeak():\n leakTaskName = uniqueName('leakedTask')\n leakDoLaterName = uniqueName('leakedDoLater')\n def nullTask(task=None):\n return task.cont\n def nullDoLater(task=None):\n return task.done\n def leakTask(task=None, leakTaskName=leakTaskName):\n base = getBase()\n taskMgr.add(nullTask, uniqueName(leakTaskName))\n taskMgr.doMethodLater(1 << 31, nullDoLater, uniqueName(leakDoLaterName))\n taskMgr.doMethodLater(10, leakTask, 'doLeakTask-%s' % serialNum())\n if task:\n return task.done\n leakTask()\n\nclass NoDictKey:\n pass\n\nclass Indirection:\n \"\"\"\n Represents the indirection that brings you from a container to an element of the container.\n Stored as a string to be used as part of an eval, or as a key to be looked up in a dict.\n Each dictionary dereference is individually eval'd since the dict key might have been\n garbage-collected\n TODO: store string components that are duplicates of strings in the actual system so that\n Python will keep one copy and reduce memory usage\n \"\"\"\n def __init__(self, evalStr=None, dictKey=NoDictKey):\n # if this is a dictionary lookup, pass dictKey instead of evalStr\n self.evalStr = evalStr\n self.dictKey = NoDictKey\n # is the dictKey a weak reference?\n self._isWeakRef = False\n self._refCount = 0\n if dictKey is not NoDictKey:\n # if we can repr/eval the key, store it as an evalStr\n keyRepr = safeRepr(dictKey)\n useEval = False\n try:\n keyEval = eval(keyRepr)\n useEval = True\n except:\n pass\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 50\n Invalid syntax at line 76: ... [code truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 50\n Review syntax near the error location"}]
| false
| null | null | null |
5d018e12b1c73bed5cd0c0150226e9cf4fc0779d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # sql/default_comparator.py # Copyright (C) 2005-2018 the SQLAlchemy authors and contributors # <see AUTHORS file> # # This module is part of SQLAlchemy and is released under # the MIT License: http://www.opensource.org/licenses/mit-license.php ... [15 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 9: ... [15 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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intermediate
|
api
|
debugging
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Pythoncode:Python
| 0
| 0
| 294
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# sql/default_comparator.py\n# Copyright (C) 2005-2018 the SQLAlchemy authors and contributors\n# <see AUTHORS file>\n#\n# This module is part of SQLAlchemy and is released under\n# the MIT License: http://www.opensource.org/licenses/mit-license.php\n\n\n ... [15 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 9: ... [15 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
5d02f65a15a35f3f5f2205ff5270eaa60e785026
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from django.contrib.auth.validators import UnicodeUsernameValidator from rest_framework import serializers from django.contrib.auth.models import User from recipes.models import Recipe, Ingredient, Step class UserSerializer(serializers.ModelSerializer): class Meta: model = User fields = ("username", "last_name", "first_name", "email") extra_kwargs = { 'username': { 'validators': [UnicodeUsernameValidator()], } } class IngredientSerializer(serializers.ModelSerializer): class Meta: model = Ingredient fields = ["text"] class StepSerializer(serializers.ModelSerializer): class Meta: model = Step fields = ["step_text"] class RecipeSerializer(serializers.ModelSerializer): ingredients = IngredientSerializer(many=True, required=False) steps = StepSerializer(many=True, required=False) user = UserSerializer(required=True) def create(self, validated_data): steps_data = validated_data.pop('steps') ingredients_data = validated_data.pop('ingredients') user_data = validated_data.pop('user') username = user_data.pop('username') user = User.objects.get_by_natural_key(username) recipe = Recipe.objects.create(user=user, **validated_data) for steps in steps_data: Step.objects.create(recipe=recipe, **steps) for ingredients in ingredients_data: Ingredient.objects.create(recipe=recipe, **ingredients) return recipe class Meta: model = Recipe fields = ("name", "user", "steps", "ingredients") def update(self, instance, validated_data): steps_data = validated_data.pop('steps') ingredients_data = validated_data.pop('ingredients') Step.objects.filter(recipe=instance).delete() Ingredient.objects.filter(recipe=instance).delete() for steps in steps_data: Step.objects.create(recipe=instance, **steps) for ingredients in ingredients_data: Ingredient.objects.create(recipe=instance, **ingredients) return instance
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Add docstring to class 'UserSerializer' Add docstring to class 'IngredientSerializer' Add docstring to class 'StepSerializer'
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advanced
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ui
|
debugging
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Pythoncode:Python
| 2
| 8
| 2,153
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.contrib.auth.validators import UnicodeUsernameValidator\nfrom rest_framework import serializers\nfrom django.contrib.auth.models import User\n\nfrom recipes.models import Recipe, Ingredient, Step\n\n\nclass UserSerializer(serializers.ModelSerializer):\n class Meta:\n model = User\n fields = (\"username\", \"last_name\", \"first_name\", \"email\")\n extra_kwargs = {\n 'username': {\n 'validators': [UnicodeUsernameValidator()],\n }\n }\n\n\nclass IngredientSerializer(serializers.ModelSerializer):\n class Meta:\n model = Ingredient\n fields = [\"text\"]\n\n\nclass StepSerializer(serializers.ModelSerializer):\n class Meta:\n model = Step\n fields = [\"step_text\"]\n\n\nclass RecipeSerializer(serializers.ModelSerializer):\n ingredients = IngredientSerializer(many=True, required=False)\n steps = StepSerializer(many=True, required=False)\n user = UserSerializer(required=True)\n\n def create(self, validated_data):\n steps_data = validated_data.pop('steps')\n ingredients_data = validated_data.pop('ingredients')\n user_data = validated_data.pop('user')\n username = user_data.pop('username')\n user = User.objects.get_by_natural_key(username)\n recipe = Recipe.objects.create(user=user, **validated_data)\n for steps in steps_data:\n Step.objects.create(recipe=recipe, **steps)\n\n for ingredients in ingredients_data:\n Ingredient.objects.create(recipe=recipe, **ingredients)\n return recipe\n\n class Meta:\n model = Recipe\n fields = (\"name\", \"user\", \"steps\", \"ingredients\")\n\n def update(self, instance, validated_data):\n steps_data = validated_data.pop('steps')\n ingredients_data = validated_data.pop('ingredients')\n Step.objects.filter(recipe=instance).delete()\n Ingredient.objects.filter(recipe=instance).delete()\n for steps in steps_data:\n Step.objects.create(recipe=instance, **steps)\n\n for ingredients in ingredients_data:\n Ingredient.objects.create(recipe=instance, **ingredients)\n return instance"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Add docstring to class 'UserSerializer'\n Add docstring to class 'IngredientSerializer'\n Add docstring to class 'StepSerializer'"}]
| false
| null | null | null |
5d0300b0501feb02f7f7fdb3d0f6bb946c42313a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np import pytest import torch from mmpose.models import TemporalRegressionHead def test_temporal_regression_head(): """Test temporal head.""" head = TemporalRegressionHead( in_channels=1024, num_joints=17, loss_keypoint=dict(type='MPJPELoss', use_target_weight=True)) head.init_weights() with pytest.raises(AssertionError): # ndim of the input tensor should be 3 input_shape = (1, 1024, 1, 1) inputs = _demo_inputs(input_shape) _ = head(inputs) with pytest.raises(AssertionError): # size of the last dim should be 1 input_shape = (1, 1024, 3) inputs = _demo_inputs(input_shape) _ = head(inputs) input_shape = (1, 1024, 1) inputs = _demo_inputs(input_shape) out = head(inputs) assert out.shape == torch.S Error: SyntaxError / EOF
|
Fixed Code: import numpy as np import pytest import torch from mmpose.models import TemporalRegressionHead def test_temporal_regression_head(): """Test temporal head.""" head = TemporalRegressionHead( in_channels=1024, num_joints=17, loss_keypoint=dict(type='MPJPELoss', use_target_weight=True)) head.init_weights() with pytest.raises(AssertionError): # ndim of the input tensor should be 3 input_shape = (1, 1024, 1, 1) inputs = _demo_inputs(input_shape) Explanation: Complete the truncated code structure
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intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 881
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\r\nimport pytest\r\nimport torch\r\n\r\nfrom mmpose.models import TemporalRegressionHead\r\n\r\n\r\ndef test_temporal_regression_head():\r\n \"\"\"Test temporal head.\"\"\"\r\n head = TemporalRegressionHead(\r\n in_channels=1024,\r\n num_joints=17,\r\n loss_keypoint=dict(type='MPJPELoss', use_target_weight=True))\r\n\r\n head.init_weights()\r\n\r\n with pytest.raises(AssertionError):\r\n # ndim of the input tensor should be 3\r\n input_shape = (1, 1024, 1, 1)\r\n inputs = _demo_inputs(input_shape)\r\n _ = head(inputs)\r\n\r\n with pytest.raises(AssertionError):\r\n # size of the last dim should be 1\r\n input_shape = (1, 1024, 3)\r\n inputs = _demo_inputs(input_shape)\r\n _ = head(inputs)\r\n\r\n input_shape = (1, 1024, 1)\r\n inputs = _demo_inputs(input_shape)\r\n out = head(inputs)\r\n assert out.shape == torch.S\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\r\nimport pytest\r\nimport torch\r\n\r\nfrom mmpose.models import TemporalRegressionHead\r\n\r\n\r\ndef test_temporal_regression_head():\r\n \"\"\"Test temporal head.\"\"\"\r\n head = TemporalRegressionHead(\r\n in_channels=1024,\r\n num_joints=17,\r\n loss_keypoint=dict(type='MPJPELoss', use_target_weight=True))\r\n\r\n head.init_weights()\r\n\r\n with pytest.raises(AssertionError):\r\n # ndim of the input tensor should be 3\r\n input_shape = (1, 1024, 1, 1)\r\n inputs = _demo_inputs(input_shape)\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d0375507c268370ae9c58f1a6b3dd509a4f4999
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.10.2 on 2016-10-31 23:20 from __future__ import unicode_literals from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('leagues', '0001_initial'), ]
|
operations = [ migrations.RenameField( model_name='team', old_name='city', new_name='location', ), ]
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intermediate
|
machine_learning
|
code_completion
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Pythoncode:Python
| 0
| 1
| 415
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.10.2 on 2016-10-31 23:20\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('leagues', '0001_initial'),\n ]"}, {"role": "assistant", "content": "\n\n operations = [\n migrations.RenameField(\n model_name='team',\n old_name='city',\n new_name='location',\n ),\n ]"}]
| false
| null | null | null |
5d03e84b9fba295a1596df9171a5466ae68073d3
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TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class SnakeGame(object): def __init__(self, width,height,food): """ Initialize your data structure here. @param width - screen width @param height - screen height @param food - A list of food positions E.g food = [[1,1], [1,0]] means the first food is positioned at [1,1], the second is at [1,0]. :type width: int :type height: int :type food: List[List[int]] """ self.width=width self.height=height self.food=collections.deque(food) self.position=collections.deque([(0,0)]) self.moveops={'U':(-1,0),'L':(0,-1),'R':(0,1),'D':(1,0)} self.score=0 def move(self, direction): """ Moves the snake. @param direction - 'U' = Up, 'L' = Left, 'R' = Right, 'D' = Down @return The game's score after the move. Return -1 if game over. Game over when snake crosses the screen boundary or bites its body. Error: SyntaxError / EOF
|
Fixed Code: class SnakeGame(object): def __init__(self, width,height,food): """ Initialize your data structure here. @param width - screen width @param height - screen height @param food - A list of food positions E.g food = [[1,1], [1,0]] means the first food is positioned at [1,1], the second is at [1,0]. :type width: int :type height: int :type food: List[List[int]] """ self.width=width self.height=height self.food=collections.deque(food) self.position=collections.deque([(0,0)]) self.moveops={'U':(-1,0),'L':(0,-1),'R':(0,1),'D':(1,0)} self.score=0 Explanation: Complete the truncated code structure
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advanced
|
machine_learning
|
error_fixing
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Pythoncode:Python
| 2
| 1
| 971
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass SnakeGame(object):\n\n def __init__(self, width,height,food):\n \"\"\"\n Initialize your data structure here.\n @param width - screen width\n @param height - screen height \n @param food - A list of food positions\n E.g food = [[1,1], [1,0]] means the first food is positioned at [1,1], the second is at [1,0].\n :type width: int\n :type height: int\n :type food: List[List[int]]\n \"\"\"\n self.width=width\n self.height=height\n self.food=collections.deque(food)\n self.position=collections.deque([(0,0)])\n self.moveops={'U':(-1,0),'L':(0,-1),'R':(0,1),'D':(1,0)}\n self.score=0\n\n def move(self, direction):\n \"\"\"\n Moves the snake.\n @param direction - 'U' = Up, 'L' = Left, 'R' = Right, 'D' = Down \n @return The game's score after the move. Return -1 if game over. \n Game over when snake crosses the screen boundary or bites its body.\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass SnakeGame(object):\n\n def __init__(self, width,height,food):\n \"\"\"\n Initialize your data structure here.\n @param width - screen width\n @param height - screen height \n @param food - A list of food positions\n E.g food = [[1,1], [1,0]] means the first food is positioned at [1,1], the second is at [1,0].\n :type width: int\n :type height: int\n :type food: List[List[int]]\n \"\"\"\n self.width=width\n self.height=height\n self.food=collections.deque(food)\n self.position=collections.deque([(0,0)])\n self.moveops={'U':(-1,0),'L':(0,-1),'R':(0,1),'D':(1,0)}\n self.score=0\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d04161d9491b3b2bccc61b8d346c61f251d0a5b
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from itertools import ( chain, ) import logging from azul import ( config, require, ) from azul.logging import ( configure_script_logging, ) from azul.terra import ( TDRClient, TDRSourceName, ) log = logging.getLogger(__name__) def main(): configure_script_logging(log) tdr = TDRClient() tdr.register_with_sam() tdr_catalogs = (
|
catalog.name for catalog in config.catalogs.values() if catalog.plugins['repository'] == 'tdr' ) for source in set(chain(*map(config.tdr_sources, tdr_catalogs))): source = TDRSourceName.parse(source) api_project = tdr.lookup_source_project(source) require(api_project == source.project, 'Actual Google project of TDR source differs from configured ' 'one', api_project, source) tdr.check_api_access(source) tdr.check_bigquery_access(source) if __name__ == '__main__': main()
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intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 975
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom itertools import (\n chain,\n)\nimport logging\n\nfrom azul import (\n config,\n require,\n)\nfrom azul.logging import (\n configure_script_logging,\n)\nfrom azul.terra import (\n TDRClient,\n TDRSourceName,\n)\n\nlog = logging.getLogger(__name__)\n\n\ndef main():\n configure_script_logging(log)\n tdr = TDRClient()\n tdr.register_with_sam()\n\n tdr_catalogs = ("}, {"role": "assistant", "content": "\n catalog.name\n for catalog in config.catalogs.values()\n if catalog.plugins['repository'] == 'tdr'\n )\n for source in set(chain(*map(config.tdr_sources, tdr_catalogs))):\n source = TDRSourceName.parse(source)\n api_project = tdr.lookup_source_project(source)\n require(api_project == source.project,\n 'Actual Google project of TDR source differs from configured '\n 'one',\n api_project, source)\n tdr.check_api_access(source)\n tdr.check_bigquery_access(source)\n\n\nif __name__ == '__main__':\n main()"}]
| false
| null | null | null |
5d046e78f1ff28c88e9dd3fba255e0d381257af6
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class Player: def __init__(self, nickname, vapor_id, player_id, ip): self.nickname = nickname self.vapor_id = vapor_id self.player_id = player_id self.ip = ip self.not_joined = True self.loads_map = True self.joined_after_change_map = True class Players: def __init__(self, main_object, modded, lobby): self.main = main_object self.players = [] self.modded = modded self.map_changed = False self.lobby = lobby self.commands = None def get_commands_object(self, commands_object): self.commands = commands_object def _on_map_change(self, map_name): self.map_changed = map_name if self.modded and self.players: for player in self.players: player.loads_map = True def check_if_everyone_joined_after_change_map(self): for player in self.players: if player.loads_map and not player.joined_after_change_map: ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: return False return True def _on_player_info_ev(self, player_id): player = [player for player in self.players if player.player_id == player_id][0]
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advanced
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machine_learning
|
incomplete_code
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Pythoncode:Python
| 11
| 2
| 1,001
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass Player:\n def __init__(self, nickname, vapor_id, player_id, ip):\n self.nickname = nickname\n self.vapor_id = vapor_id\n self.player_id = player_id\n self.ip = ip\n self.not_joined = True\n self.loads_map = True\n self.joined_after_change_map = True\n\n\nclass Players:\n def __init__(self, main_object, modded, lobby):\n self.main = main_object\n self.players = []\n self.modded = modded\n self.map_changed = False\n self.lobby = lobby\n self.commands = None\n\n def get_commands_object(self, commands_object):\n self.commands = commands_object\n\n def _on_map_change(self, map_name):\n self.map_changed = map_name\n if self.modded and self.players:\n for player in self.players:\n player.loads_map = True\n\n def check_if_everyone_joined_after_change_map(self):\n for player in self.players:\n if player.loads_map and not player.joined_after_change_map:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n return False\n return True\n\n def _on_player_info_ev(self, player_id):\n player = [player for player in self.players if player.player_id == player_id][0]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d0497316627f4c13c17f9d3db674195ece95272
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: def edit_note_play(structure, edit_note): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # :: EditStructure, EditNote => (new) s_cursor, posacts, error ... [4 more functiondefs truncated] ...
|
beginner
|
general
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 41
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\ndef edit_note_play(structure, edit_note):\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 # :: EditStructure, EditNote => (new) s_cursor, posacts, error\n\n ... [4 more functiondefs truncated] ..."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d0642e93e7a866ace737fc8f40342ddac2993c4
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """Base for all Classes. Base mainly includes the description fields """ import logging from typing import Optional from .log import Log # type: ignore class BaseLog: """ Set a base logging. Use this as the base class for all your work. This adds a logging root. """ def __init__(self, log_root: Optional[Log] = None): """Set the Root Log.""" # since we have no log otherwise self.log_root = log_root self.log = ( log_root.log_class(self) if log_root is not None else logging.getLogger(__name__) ) self.log.debug(f"{self=}")
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Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 13 Unexpected indentation at line 16 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 ✨ Improvements: Add closing quote at line 1
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advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 1
| 1
| 636
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"Base for all Classes.\n\nBase mainly includes the description fields\n\"\"\"\nimport logging\nfrom typing import Optional\n\nfrom .log import Log # type: ignore\n\n\nclass BaseLog:\n \"\"\"\n Set a base logging.\n\n Use this as the base class for all your work. This adds a logging root.\n \"\"\"\n\n def __init__(self, log_root: Optional[Log] = None):\n \"\"\"Set the Root Log.\"\"\"\n # since we have no log otherwise\n self.log_root = log_root\n self.log = (\n log_root.log_class(self)\n if log_root is not None\n else logging.getLogger(__name__)\n )\n self.log.debug(f\"{self=}\")"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 13\n Unexpected indentation at line 16\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
5d06e71f9e23ea91aab0fd29960c633c1cc96c2f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import subprocess import re programs = input('Separe the programs with a space: ').split() secure_pattern = '[\w\d]' for program in programs: if not re.match(secure_pattern, program): print("Sorry we can't check that program") conti Error: SyntaxError / EOF
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Fixed Code: import subprocess import re programs = input('Separe the programs with a space: ').split() secure_pattern = '[\w\d]' for program in programs: if not re.match(secure_pattern, program): print("Sorry we can't check that program") continue process = subprocess. run( ['which', program], capture_output=True, text=True) if process.returncode == 0: Explanation: Complete the truncated code structure
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intermediate
|
data_processing
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 257
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport subprocess\nimport re\n\nprograms = input('Separe the programs with a space: ').split()\n\nsecure_pattern = '[\\w\\d]'\n\nfor program in programs:\n\n if not re.match(secure_pattern, program):\n print(\"Sorry we can't check that program\")\n\n conti\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport subprocess\nimport re\n\nprograms = input('Separe the programs with a space: ').split()\n\nsecure_pattern = '[\\w\\d]'\n\nfor program in programs:\n\n if not re.match(secure_pattern, program):\n print(\"Sorry we can't check that program\")\n\n continue\n\n process = subprocess. run(\n ['which', program], capture_output=True, text=True)\n\n if process.returncode == 0:\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d073e43082666b4fb7e947816cf1a811338dbe3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from __future__ import absolute_import from django import forms from authentication.account.forms import BaseSignupForm from . import app_settings, signals from .adapter import get_adapter from .models import SocialAccount class SignupForm(BaseSignupForm): def __init__(self, *args, **kwargs): self.sociallogin = kwargs.pop('sociallogin') initial = get_adapter().get_signup_form_initial_data( self.sociallogin) kwargs.update({ 'initial': initial, 'email_required': kwargs.get('email_required', app_settings.EMAIL_REQUIRED)}) super(SignupForm, self).__init__(*args, **kwargs) def save(self, request): adapter = get_adapter(request) user = adapter.save_user(request, self.sociallogin, form=self) self.custom_signup(request, user) return user def validate_unique_email(self, value): try: return super(SignupForm, self).validate_unique_email(value) except forms.ValidationError: raise forms.ValidationError( get_adapter().error_messages['email_taken'] % self.sociallogin.account.get_provider().name) class DisconnectForm(forms.Form): account = forms.ModelChoiceField(queryset=SocialAccount.objec
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 40 - expected ')' • Block at line 12 has no indented body Fix: Complete the truncated code structure
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advanced
|
api
|
error_detection
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Pythoncode:Python
| 6
| 2
| 1,330
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nfrom django import forms\n\nfrom authentication.account.forms import BaseSignupForm\n\nfrom . import app_settings, signals\nfrom .adapter import get_adapter\nfrom .models import SocialAccount\n\n\nclass SignupForm(BaseSignupForm):\n\n def __init__(self, *args, **kwargs):\n self.sociallogin = kwargs.pop('sociallogin')\n initial = get_adapter().get_signup_form_initial_data(\n self.sociallogin)\n kwargs.update({\n 'initial': initial,\n 'email_required': kwargs.get('email_required',\n app_settings.EMAIL_REQUIRED)})\n super(SignupForm, self).__init__(*args, **kwargs)\n\n def save(self, request):\n adapter = get_adapter(request)\n user = adapter.save_user(request, self.sociallogin, form=self)\n self.custom_signup(request, user)\n return user\n\n def validate_unique_email(self, value):\n try:\n return super(SignupForm, self).validate_unique_email(value)\n except forms.ValidationError:\n raise forms.ValidationError(\n get_adapter().error_messages['email_taken']\n % self.sociallogin.account.get_provider().name)\n\n\nclass DisconnectForm(forms.Form):\n account = forms.ModelChoiceField(queryset=SocialAccount.objec"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 40 - expected ')'\n \u2022 Block at line 12 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d0751ff55112db535e551765b215e8ad53a88d2
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python class Pytheos: """ Pytheos interface """ DEFAULT_PORT = 1255 @staticmethod def check_channel_availability(channel: Connection): """ Checks to make sure that the provided channel is available. :param channel: Channel connection :raises: ChannelUnavailableError :return: None """ if not channel or not channel.connected: raise ChannelUnavailableError() @property def log_level(self): return logger.level @log_level.setter def log_level(self, value): logger.setLevel(value) @property def connected(self): return self._connected @property def signed_in(self): return self._account_status == AccountStatus.SignedIn @property def username(self): return self._account_username def __init__(self, server: Union[str, SSDPResponse]=None, port: Optional[int]=DEFAULT_PORT): """ Constructor :param server: Server hostname or IP :param port: Port number """ if isinstance(server, SSDPResponse): server = utils.extract_host(server.location) self.server: str = server self.port: int = port self._command_channel = Connection() self._event_channel = Connection() self._event_queue = asyncio.Queue() self._event_task: Optional[asyncio.Task] = None self._event_processor: Optional[asyncio.Task] = None self._connected: bool = False self._event_subscriptions: dict = {} self._receive_events: bool = True self._account_status: Optional[AccountStatus] = None self._account_username: Optional[str] = None self._players: list = [] self._groups: dict = {} # FIXME?: Not sure I like having this as a dict. self._sources: dict = {} # FIXME?: Not sure I like having this as a dict. self.api: Connection = self._command_channel self._init_internal_event_handlers() def __repr__(self): return f'<Pytheos(server={self.server}, port={self.port})>' def __enter__(self): if not self._connected: self.connect() return self ... [18 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 8 • IndentationError at line 47 Fixes: • Complete the expression on the last line • Add closing quote at line 8 • Fix indentation to match Python syntax rules
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advanced
|
api
|
syntax_repair
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Pythoncode:Python
| 9
| 1
| 2,277
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\nclass Pytheos:\n \"\"\" Pytheos interface \"\"\"\n DEFAULT_PORT = 1255\n\n @staticmethod\n def check_channel_availability(channel: Connection):\n \"\"\" Checks to make sure that the provided channel is available.\n\n :param channel: Channel connection\n :raises: ChannelUnavailableError\n :return: None\n \"\"\"\n if not channel or not channel.connected:\n raise ChannelUnavailableError()\n\n @property\n def log_level(self):\n return logger.level\n\n @log_level.setter\n def log_level(self, value):\n logger.setLevel(value)\n\n @property\n def connected(self):\n return self._connected\n\n @property\n def signed_in(self):\n return self._account_status == AccountStatus.SignedIn\n\n @property\n def username(self):\n return self._account_username\n\n def __init__(self, server: Union[str, SSDPResponse]=None, port: Optional[int]=DEFAULT_PORT):\n \"\"\" Constructor\n\n :param server: Server hostname or IP\n :param port: Port number\n \"\"\"\n if isinstance(server, SSDPResponse):\n server = utils.extract_host(server.location)\n\n self.server: str = server\n self.port: int = port\n\n self._command_channel = Connection()\n self._event_channel = Connection()\n self._event_queue = asyncio.Queue()\n self._event_task: Optional[asyncio.Task] = None\n self._event_processor: Optional[asyncio.Task] = None\n self._connected: bool = False\n self._event_subscriptions: dict = {}\n self._receive_events: bool = True\n self._account_status: Optional[AccountStatus] = None\n self._account_username: Optional[str] = None\n self._players: list = []\n self._groups: dict = {} # FIXME?: Not sure I like having this as a dict.\n self._sources: dict = {} # FIXME?: Not sure I like having this as a dict.\n\n self.api: Connection = self._command_channel\n\n self._init_internal_event_handlers()\n\n def __repr__(self):\n return f'<Pytheos(server={self.server}, port={self.port})>'\n\n def __enter__(self):\n if not self._connected:\n self.connect()\n\n return self\n\n\n ... [18 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 8\n \u2022 IndentationError at line 47\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 8\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d0792b2d66082b8e779a07e75899ce616d825f2
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Lista celulares # O departamento de marketing da sua empresa está interessado em obter apenas os números de telefone celular, separando-os dos telefones fixos. Para simplificar esta operação serão considerados números de celular apenas aqueles que, após o código de área, iniciarem com o dígito adicional 9. # Você recebeu a tarefa de obter uma lista com os números de celular, sem o código de área. Entretanto, o cadastro de telefones do departamento de marketing não está padronizado e existem números seguindo 3 formatos distintos: # 1. Números completos (13 ou 14 caracteres), incluindo o código do país (+55) e o código de área (ex: 11). Exemplos: '+5511912345678' ou '+551133334444' (note que ambos começam com o caractere '+'); # 2. Número contendo apenas o código de área (10 ou 11 caracteres). Exemplos: '11987654321' ou '1155556666'; # 3. Número sem código de área (8 ou 9 caracteres). Exemplos: '918273645' ou '77778888'. # Note que em todos os casos, o primeiro exemplo é um número de celular e o segundo não. # Faça uma função que recebe uma lista de números de telefone e devolve uma lista contendo apenas os telefones celulares. Cada telefone da lista de entrada (recebida como argumento da sua função) pode estar em qualquer um dos 3 formatos acima. Os telefones da lista de saída (retornada pela sua função) devem conter apenas os dígitos do telefone, removendo o código do país e código de área se for necessário. # Exemplo: a chamada lista_celulares(['+5511912345678', '1155556666', '77778888', '+551133334444', '918273645', '11987654321']) deve retornar a lista ['912345678', '918273645', '987654321'] # O nome da sua função deve ser lista_celulares.
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Code Review: ❌ Critical issues: Block at line 3 has no indented body ✨ Improvements: Line 2 too long (291 chars) - break into multiple lines Line 3 too long (226 chars) - break into multiple lines Line 4 too long (199 chars) - break into multiple lines Line 8 too long (409 chars) - break into multiple lines Line 9 too long (189 chars) - break into multiple lines
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intermediate
|
database
|
code_review
|
Pythoncode:Python
| 0
| 0
| 1,673
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Lista celulares\n# O departamento de marketing da sua empresa est\u00e1 interessado em obter apenas os n\u00fameros de telefone celular, separando-os dos telefones fixos. Para simplificar esta opera\u00e7\u00e3o ser\u00e3o considerados n\u00fameros de celular apenas aqueles que, ap\u00f3s o c\u00f3digo de \u00e1rea, iniciarem com o d\u00edgito adicional 9.\n# Voc\u00ea recebeu a tarefa de obter uma lista com os n\u00fameros de celular, sem o c\u00f3digo de \u00e1rea. Entretanto, o cadastro de telefones do departamento de marketing n\u00e3o est\u00e1 padronizado e existem n\u00fameros seguindo 3 formatos distintos:\n# 1. N\u00fameros completos (13 ou 14 caracteres), incluindo o c\u00f3digo do pa\u00eds (+55) e o c\u00f3digo de \u00e1rea (ex: 11). Exemplos: '+5511912345678' ou '+551133334444' (note que ambos come\u00e7am com o caractere '+');\n# 2. N\u00famero contendo apenas o c\u00f3digo de \u00e1rea (10 ou 11 caracteres). Exemplos: '11987654321' ou '1155556666';\n# 3. N\u00famero sem c\u00f3digo de \u00e1rea (8 ou 9 caracteres). Exemplos: '918273645' ou '77778888'.\n# Note que em todos os casos, o primeiro exemplo \u00e9 um n\u00famero de celular e o segundo n\u00e3o.\n# Fa\u00e7a uma fun\u00e7\u00e3o que recebe uma lista de n\u00fameros de telefone e devolve uma lista contendo apenas os telefones celulares. Cada telefone da lista de entrada (recebida como argumento da sua fun\u00e7\u00e3o) pode estar em qualquer um dos 3 formatos acima. Os telefones da lista de sa\u00edda (retornada pela sua fun\u00e7\u00e3o) devem conter apenas os d\u00edgitos do telefone, removendo o c\u00f3digo do pa\u00eds e c\u00f3digo de \u00e1rea se for necess\u00e1rio.\n# Exemplo: a chamada lista_celulares(['+5511912345678', '1155556666', '77778888', '+551133334444', '918273645', '11987654321']) deve retornar a lista ['912345678', '918273645', '987654321']\n# O nome da sua fun\u00e7\u00e3o deve ser lista_celulares."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 3 has no indented body\n\n\u2728 Improvements:\n Line 2 too long (291 chars) - break into multiple lines\n Line 3 too long (226 chars) - break into multiple lines\n Line 4 too long (199 chars) - break into multiple lines\n Line 8 too long (409 chars) - break into multiple lines\n Line 9 too long (189 chars) - break into multiple lines"}]
| false
| null | null | null |
5d0806edbac94be1802c588fc12c4cc3d74c7198
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import csv _iso_639_1_codes_file = open("files/ISO-639-1_Codes.csv", mode='r') _iso_639_1_codes_dictreader = csv.DictReader(_iso_639_1_codes_file) _iso_639_1_codes_dict: dict = {} for _row in _iso_639_1_codes_dictreader: _iso_639_1_codes_dict[_row['ISO-639-1 Code']] = _row['Language'] print(str(_iso_639_1_codes_dict))
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Code Review: ✨ Improvements: Remove debug print() at line 10 before production Code looks good! Consider edge cases Add comprehensive tests
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intermediate
|
general
|
code_review
|
Pythoncode:Python
| 0
| 0
| 326
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport csv\n\n_iso_639_1_codes_file = open(\"files/ISO-639-1_Codes.csv\", mode='r')\n_iso_639_1_codes_dictreader = csv.DictReader(_iso_639_1_codes_file)\n\n_iso_639_1_codes_dict: dict = {}\nfor _row in _iso_639_1_codes_dictreader:\n _iso_639_1_codes_dict[_row['ISO-639-1 Code']] = _row['Language']\n\nprint(str(_iso_639_1_codes_dict))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u2728 Improvements:\n Remove debug print() at line 10 before production\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
5d0889f3f4e69f4a0ebb469755c280704d4811e2
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import time import torch import warnings import numpy as np from tianshou.env import BaseVectorEnv from tianshou.data import Batch, ReplayBuffer,\ class Collector(object): """docstring for Collector""" def __init__(self, policy, env, buffer=None, stat_size=100): super().__init__() self.env = env self.env_num = 1 self.collect_step = 0 self.collect_episode = 0 self.collect_time = 0 if buffer is None: self.buffer = ReplayBuffer(100) else: self.buffer = buffer self.policy = policy self.process_fn = policy.process_fn self._multi_env = isinstance(env, BaseVectorEnv) self._multi_buf = False # True if buf is a list # need multiple cache buffers only if storing in one buffer self._cached_buf = [] if self._multi_env: self.env_num = len(env) if isinstance(self.buffer, list): assert len(self.buffer) == self.env_num, \ 'The number of data buffer does not match the number of ' \ 'input env.' self._multi_buf = True elif isinstance(self.buffer, ReplayBuffer): self._cached_buf = [ ListReplayBuffer() for _ in range
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 35 - expected ']' • Invalid syntax at line 7: from tianshou.data import Batch, ReplayBuffer,\ class Collector(object): Fix: Complete the truncated code structure
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advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 8
| 1
| 1,310
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport time\nimport torch\nimport warnings\nimport numpy as np\nfrom tianshou.env import BaseVectorEnv\nfrom tianshou.data import Batch, ReplayBuffer,\\\nclass Collector(object):\n \"\"\"docstring for Collector\"\"\"\n\n def __init__(self, policy, env, buffer=None, stat_size=100):\n super().__init__()\n self.env = env\n self.env_num = 1\n self.collect_step = 0\n self.collect_episode = 0\n self.collect_time = 0\n if buffer is None:\n self.buffer = ReplayBuffer(100)\n else:\n self.buffer = buffer\n self.policy = policy\n self.process_fn = policy.process_fn\n self._multi_env = isinstance(env, BaseVectorEnv)\n self._multi_buf = False # True if buf is a list\n # need multiple cache buffers only if storing in one buffer\n self._cached_buf = []\n if self._multi_env:\n self.env_num = len(env)\n if isinstance(self.buffer, list):\n assert len(self.buffer) == self.env_num, \\\n 'The number of data buffer does not match the number of ' \\\n 'input env.'\n self._multi_buf = True\n elif isinstance(self.buffer, ReplayBuffer):\n self._cached_buf = [\n ListReplayBuffer() for _ in range"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 35 - expected ']'\n \u2022 Invalid syntax at line 7: from tianshou.data import Batch, ReplayBuffer,\\\nclass Collector(object):\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
5d090b8cc45daaa469bff1113230ad77ae43f4b6
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from drink_partners.contrib.samples import partner_bar_legal class TestSearchPartner: async def test_should_return_bad_request_for_str_coordinates( self, client, partner_search_with_str_coordinates_url ): async with client.get(partner_search_with_str_coordinates_url) as response: # noqa assert response.status == 400 response_json = await response.json() assert response_json['error_code'] == 'bad_request' assert response_json['error_message'] == ( 'Invalid coordinate longitude:a latitude:a' ) async def test_should_return_nearest_partner_for_coordinate( se client, partner_search_coordinates_url, save_partners ): async with client.get(partner_search_coordinates_url) as response: # noqa assert response.status == 200 response_json = await response.json() assert response_json == partner_bar_legal() async def test_should_return_not_found_when_no_partner_covers_coordinate( self, client, partner_search_coordinates_url ): async with client.get(partner_search_coordinates_url) as response: # noqa assert response.status == 404 response_json = await response.json() assert response_json['error_code'] == 'not_found' assert response_json['error_message'] == ( 'Partners not found covering area for ' 'latitude:-43.36556 longitude:-22.99669' ) Error: IndentationError: unexpected indent
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Fixed Code: from drink_partners.contrib.samples import partner_bar_legal class TestSearchPartner: async def test_should_return_bad_request_for_str_coordinates( self, client, partner_search_with_str_coordinates_url ): async with client.get(partner_search_with_str_coordinates_url) as response: # noqa assert response.status == 400 response_json = await response.json() assert response_json['error_code'] == 'bad_request' assert response_json['error_message'] == ( 'Invalid coordinate longitude:a latitude:a' ) Explanation: Fix indentation to match Python syntax rules
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 1
| 1,584
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom drink_partners.contrib.samples import partner_bar_legal\n\n\nclass TestSearchPartner:\n\n async def test_should_return_bad_request_for_str_coordinates(\n self,\n client,\n partner_search_with_str_coordinates_url\n ):\n async with client.get(partner_search_with_str_coordinates_url) as response: # noqa\n assert response.status == 400\n\n response_json = await response.json()\n\n assert response_json['error_code'] == 'bad_request'\n assert response_json['error_message'] == (\n 'Invalid coordinate longitude:a latitude:a'\n )\n\n async def test_should_return_nearest_partner_for_coordinate(\nse\n client,\n partner_search_coordinates_url,\n save_partners\n ):\n async with client.get(partner_search_coordinates_url) as response: # noqa\n assert response.status == 200\n\n response_json = await response.json()\n\n assert response_json == partner_bar_legal()\n\n async def test_should_return_not_found_when_no_partner_covers_coordinate(\n self,\n client,\n partner_search_coordinates_url\n ):\n async with client.get(partner_search_coordinates_url) as response: # noqa\n assert response.status == 404\n\n response_json = await response.json()\n\n assert response_json['error_code'] == 'not_found'\n\n assert response_json['error_message'] == (\n 'Partners not found covering area for '\n 'latitude:-43.36556 longitude:-22.99669'\n )\n\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom drink_partners.contrib.samples import partner_bar_legal\n\n\nclass TestSearchPartner:\n\n async def test_should_return_bad_request_for_str_coordinates(\n self,\n client,\n partner_search_with_str_coordinates_url\n ):\n async with client.get(partner_search_with_str_coordinates_url) as response: # noqa\n assert response.status == 400\n\n response_json = await response.json()\n\n assert response_json['error_code'] == 'bad_request'\n assert response_json['error_message'] == (\n 'Invalid coordinate longitude:a latitude:a'\n )\n\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
5d0a9e073091c730b7a6a4929db2b2500c65ff5d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # !/usr/bin/python ################################### PART0 DESCRIPTION ################################# # Filename: class_create_model_of_logistic_regression.py # Description: # # Author: Shuai Yuan # E-mail: ysh329@sina.com # Create: 2016-01-23 23:32:49 # Last: __author__ = 'yuens' ################################### PART1 IMPORT ###################################### import MySQLdb import logging import time import pylab from numpy import * from math import exp import csv import decorator_of_function ################################### PART2 CLASS && FUNCTION ########################### class CreateLogisticRegressionModel(object): Decorator = decorator_of_function.CreateDecorator() @Decorator.log_of_function def __init__(self): self.start = time.clock() logging.basicConfig(level = logging.INFO, format = '%(asctime)s %(levelname)5s %(filename)19s[line:%(lineno)3d] %(funcName)s %(message)s', datefmt = '%y-%m-%d %H:%M:%S', filename = 'main.log', filemode = 'a') console = logging.StreamHandler() console.setLevel(logging.INFO) formatter = logging.Formatter('%(asctime)s %(levelname)5s %(filename)19s[line:%(lineno)3d] %(funcName)s %(message)s') console.setFormatter(formatter) logging.getLogger('').addHandler(console) logging.info("START CLASS {class_name}.".format(class_name = CreateLogisticRegressionModel.__name__)) try: self.con = MySQLdb.connect(host='localhost', user='root', passwd='931209', charset='utf8') logging.info("Success in connecting MySQL.") except MySQLdb.Error, e: logging.error("Fail in connecting MySQL.") logging.error("MySQL Error {error_num}: {error_info}.".format(error_num = e.args[0], error_info = e.args[1])) @Decorator.log_of_function def __del__(self): try: self.con.close() logging.info("Success in quiting MySQL.") except MySQLdb.Error, e: self.con.rollback() logging.error("Fail in quiting MySQL.") logging.error("MySQL Error {error_num}: {error_info}.".format(error_num = e.args[0], error_info = e.args[1])) logging.info("END CLASS {class_name}.".format(class_name = CreateLogisticRegressionModel.__name__)) self.end = time.clock() logging.info("The class {class_name} run time is : {delta_time} seconds".format(class_name = CreateLogisticRegressionModel.__name__, delta_time = self.end - self.start)) @Decorator.log_of_function def get_data_from_database(self, database_name, passenger_table_name): cursor = self.con.cursor() sql_list = [] # training set sql_list.append("""SELECT PassengerId, Survived, Pclass, Sex, Age, SibSp, Parch FROM {database_name}.{table_name} WHERE Is_train=1"""\ .format(database_name = datab ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 78 - expected ')' Unclosed '(' at line 79 - expected ')' Block at line 5 has no indented body Block at line 12 has no indented body ⚠️ Warnings: Unexpected indentation at line 31 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Add closing ')' bracket
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 3
| 1
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# !/usr/bin/python\n################################### PART0 DESCRIPTION #################################\n# Filename: class_create_model_of_logistic_regression.py\n# Description:\n#\n\n\n# Author: Shuai Yuan\n# E-mail: ysh329@sina.com\n# Create: 2016-01-23 23:32:49\n# Last:\n__author__ = 'yuens'\n\n################################### PART1 IMPORT ######################################\nimport MySQLdb\nimport logging\nimport time\nimport pylab\nfrom numpy import *\nfrom math import exp\nimport csv\nimport decorator_of_function\n\n################################### PART2 CLASS && FUNCTION ###########################\nclass CreateLogisticRegressionModel(object):\n\n Decorator = decorator_of_function.CreateDecorator()\n\n @Decorator.log_of_function\n def __init__(self):\n self.start = time.clock()\n\n logging.basicConfig(level = logging.INFO,\n format = '%(asctime)s %(levelname)5s %(filename)19s[line:%(lineno)3d] %(funcName)s %(message)s',\n datefmt = '%y-%m-%d %H:%M:%S',\n filename = 'main.log',\n filemode = 'a')\n console = logging.StreamHandler()\n console.setLevel(logging.INFO)\n\n formatter = logging.Formatter('%(asctime)s %(levelname)5s %(filename)19s[line:%(lineno)3d] %(funcName)s %(message)s')\n console.setFormatter(formatter)\n\n logging.getLogger('').addHandler(console)\n logging.info(\"START CLASS {class_name}.\".format(class_name = CreateLogisticRegressionModel.__name__))\n\n try:\n self.con = MySQLdb.connect(host='localhost', user='root', passwd='931209', charset='utf8')\n logging.info(\"Success in connecting MySQL.\")\n except MySQLdb.Error, e:\n logging.error(\"Fail in connecting MySQL.\")\n logging.error(\"MySQL Error {error_num}: {error_info}.\".format(error_num = e.args[0], error_info = e.args[1]))\n\n\n\n @Decorator.log_of_function\n def __del__(self):\n try:\n self.con.close()\n logging.info(\"Success in quiting MySQL.\")\n except MySQLdb.Error, e:\n self.con.rollback()\n logging.error(\"Fail in quiting MySQL.\")\n logging.error(\"MySQL Error {error_num}: {error_info}.\".format(error_num = e.args[0], error_info = e.args[1]))\n logging.info(\"END CLASS {class_name}.\".format(class_name = CreateLogisticRegressionModel.__name__))\n\n self.end = time.clock()\n logging.info(\"The class {class_name} run time is : {delta_time} seconds\".format(class_name = CreateLogisticRegressionModel.__name__, delta_time = self.end - self.start))\n\n\n\n @Decorator.log_of_function\n def get_data_from_database(self, database_name, passenger_table_name):\n cursor = self.con.cursor()\n sql_list = []\n # training set\n sql_list.append(\"\"\"SELECT PassengerId, Survived, Pclass, Sex, Age, SibSp, Parch FROM {database_name}.{table_name} WHERE Is_train=1\"\"\"\\\n .format(database_name = datab\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 Unclosed '(' at line 78 - expected ')'\n Unclosed '(' at line 79 - expected ')'\n Block at line 5 has no indented body\n Block at line 12 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 31\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Add closing ')' bracket"}]
| false
| null | null | null |
5d0c13bd9ead504a51ba033deca97415ff355734
|
TheStack--python--000.parquet
|
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