prompt
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24.1k
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100
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40
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Complete this Pythoncode:Python code: import numpy as np import pickle import os
|
... [2 more functiondefs truncated] ...
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 91
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport numpy as np\nimport pickle\nimport os"}, {"role": "assistant", "content": "\n\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
ed2ce29f604f771e38af6d30ffbe09233cdd48b6
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import re import sys from email.message import EmailMessage def get_message_by_id(msgs, msg_id): # TODO: handle weird brackets stuff for msg in msgs: if msg["message-id"] == msg_id: return msg return None def strip_prefix(s, prefix): if s.startswith(prefix): s = s[len(prefix):] return s def flatten_header_field(value): value = value.strip() # TODO: more of these while value.startswith("Re:"): value = strip_prefix(value, "Re:").strip() lines = value.splitlines() lines = [l.strip() for l in lines] return " ".join(lines) def get_text_part(msg): # Complete this line if part.get_content_type() == "text/plain": return part return None def normalize_whitespace(text): # TODO: more of these # No-break space return text.replace('\xa0', ' ') def get_text(msg): text_part = get_text_part(msg) text = text_part.get_payload(decode=True).decode('utf-8', 'replace') text = normalize_whitespace(text) return text def lines_as_list(lines): if isinstance(lines, list): return lines elif isinstance(lines, str): return lines.split("\n") else: return list(lines)
|
The missing line is: for part in msg.walk():
|
advanced
|
database
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fill_in_the_blank
|
Pythoncode:Python
| 7
| 0
| 1,105
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport re\nimport sys\nfrom email.message import EmailMessage\n\ndef get_message_by_id(msgs, msg_id):\n\t# TODO: handle weird brackets stuff\n\tfor msg in msgs:\n\t\tif msg[\"message-id\"] == msg_id:\n\t\t\treturn msg\n\treturn None\n\ndef strip_prefix(s, prefix):\n\tif s.startswith(prefix):\n\t\ts = s[len(prefix):]\n\treturn s\n\ndef flatten_header_field(value):\n\tvalue = value.strip()\n\t# TODO: more of these\n\twhile value.startswith(\"Re:\"):\n\t\tvalue = strip_prefix(value, \"Re:\").strip()\n\tlines = value.splitlines()\n\tlines = [l.strip() for l in lines]\n\treturn \" \".join(lines)\n\ndef get_text_part(msg):\n # Complete this line\n\t\tif part.get_content_type() == \"text/plain\":\n\t\t\treturn part\n\treturn None\n\ndef normalize_whitespace(text):\n\t# TODO: more of these\n\t# No-break space\n\treturn text.replace('\\xa0', ' ')\n\ndef get_text(msg):\n\ttext_part = get_text_part(msg)\n\ttext = text_part.get_payload(decode=True).decode('utf-8', 'replace')\n\ttext = normalize_whitespace(text)\n\treturn text\n\ndef lines_as_list(lines):\n\tif isinstance(lines, list):\n\t\treturn lines\n\telif isinstance(lines, str):\n\t\treturn lines.split(\"\\n\")\n\telse:\n\t\treturn list(lines)"}, {"role": "assistant", "content": "The missing line is:\n\tfor part in msg.walk():"}]
| false
| null | null | null |
ed2d4c9ed22365d84b24c00ca0cddff12ecae572
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from haven import haven_chk as hc from haven import haven_results as hr from haven import haven_utils as hu import torch import torchvision import tqdm import pandas as pd import pprint import itertools import os import pylab as plt import exp_configs import time import numpy as np from src import models from src import datasets from src import utils as ut from pprint import pformat import argparse from torch.utils.data import sampler from torch.utils.data.sampler import RandomSampler from torch.backends import cudnn
|
from torch.nn import functional as F from torch.utils.data import DataLoader def setupLogging(): """Setup the logger for this module """ # Create the Logger root_logger = logging.getLogger() root_logger.setLevel(logging.DEBUG) handler = logging.StreamHandler() logger_formatter = logging.Formatter('%(name)s - %(levelname)s - %(message)s') handler.setFormatter(logger_formatter) root_logger.addHandler(handler) ... [1 more functiondefs truncated] ...
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,031
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom haven import haven_chk as hc\nfrom haven import haven_results as hr\nfrom haven import haven_utils as hu\nimport torch\nimport torchvision\nimport tqdm\nimport pandas as pd\nimport pprint\nimport itertools\nimport os\nimport pylab as plt\nimport exp_configs\nimport time\nimport numpy as np\n\nfrom src import models\nfrom src import datasets\nfrom src import utils as ut\n\nfrom pprint import pformat\n\n\nimport argparse\n\nfrom torch.utils.data import sampler\nfrom torch.utils.data.sampler import RandomSampler\nfrom torch.backends import cudnn"}, {"role": "assistant", "content": "\nfrom torch.nn import functional as F\nfrom torch.utils.data import DataLoader\n\ndef setupLogging():\n \"\"\"Setup the logger for this module\n \"\"\"\n \n # Create the Logger\n root_logger = logging.getLogger()\n root_logger.setLevel(logging.DEBUG)\n\n handler = logging.StreamHandler()\n logger_formatter = logging.Formatter('%(name)s - %(levelname)s - %(message)s')\n handler.setFormatter(logger_formatter)\n root_logger.addHandler(handler)\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
ed2e075475e31924b346949bce0058c5690b9443
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # coding: utf8
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 15
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding: utf8"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed2e4b3cf6fdf1d5d74d3435c7259f6fa34ae5df
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from .. import ba, cb, actor from ..service import account class A0(ba.App): center: cb.CallBackManager a: account.Account def __init__(self, stg: actor.GateWay): a = account.Account() center = cb.CallBackManager() stg.init(a=a, center=center, broker=cb.CallBackManager()) actor.Broker(
|
a=a, center=center, gateway=stg.broker, exchange=actor.Exchange(center=center, broker=cb.CallBackManager()).broker) self.center = center self.a = a def route(self, x: ba.Msg): self.center.route(x=x)
|
advanced
|
oop
|
code_completion
|
Pythoncode:Python
| 2
| 1
| 598
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom .. import ba, cb, actor\nfrom ..service import account\n\n\nclass A0(ba.App):\n center: cb.CallBackManager\n a: account.Account\n\n def __init__(self, stg: actor.GateWay):\n a = account.Account()\n center = cb.CallBackManager()\n stg.init(a=a, center=center, broker=cb.CallBackManager())\n actor.Broker("}, {"role": "assistant", "content": "\n a=a, center=center,\n gateway=stg.broker,\n exchange=actor.Exchange(center=center, broker=cb.CallBackManager()).broker)\n self.center = center\n self.a = a\n\n def route(self, x: ba.Msg):\n self.center.route(x=x)"}]
| false
| null | null | null |
ed2e9fbfce1e8173a04660813facfdf161e513ee
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class is_string(): __slots__ = ['pattern', 'regex'] def __init__(self, **kwargs): self.regex = None self.pattern = kwargs.get('format') if self.pattern: self.regex = re.compile(self.pattern) def __call__(self, value: Any) -> bool: if self.pattern is None: return type(value).__name__ == "str" else: return self.regex.match(str(value)) def __str__(self): if self.pattern: return f'string ({self.pattern})' else: return 'string' class is_valid_enum(): __slots__ = ['symbols'] def __init__(self, **kwargs): """ -> "type": "enum", "symbols": ["up", "down"] symbols: list of allowed values (case sensitive) """ self.symbols = kwargs.get('symbols', ()) def __call__(self, value: Any) -> bool: return value and value in self.symbols def __str__(self): return f'enum {self.symbols}' class is_boolean(is_valid_enum): def __init__(self, **kwargs):
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 22 • Block at line 35 has no body - expected indented block • IndentationError at line 35 Fix: Complete the truncated code structure
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 14
| 4
| 1,092
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass is_string():\r\n __slots__ = ['pattern', 'regex']\r\n def __init__(self, **kwargs):\r\n self.regex = None\r\n self.pattern = kwargs.get('format')\r\n if self.pattern:\r\n self.regex = re.compile(self.pattern)\r\n def __call__(self, value: Any) -> bool:\r\n if self.pattern is None:\r\n return type(value).__name__ == \"str\"\r\n else:\r\n return self.regex.match(str(value))\r\n def __str__(self):\r\n if self.pattern:\r\n return f'string ({self.pattern})'\r\n else:\r\n return 'string'\r\n\r\nclass is_valid_enum():\r\n __slots__ = ['symbols']\r\n def __init__(self, **kwargs):\r\n \"\"\"\r\n -> \"type\": \"enum\", \"symbols\": [\"up\", \"down\"]\r\n \r\n symbols: list of allowed values (case sensitive)\r\n \"\"\"\r\n self.symbols = kwargs.get('symbols', ())\r\n def __call__(self, value: Any) -> bool:\r\n return value and value in self.symbols\r\n def __str__(self):\r\n return f'enum {self.symbols}'\r\n\r\n\r\nclass is_boolean(is_valid_enum):\r\n def __init__(self, **kwargs):"}, {"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 22\n \u2022 Block at line 35 has no body - expected indented block\n \u2022 IndentationError at line 35\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed2f62da1eeae65673f61b0ca0f66640810c94b0
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from fuzzconfig import FuzzConfig import interconnect import nets import pytrellis import re jobs = [ { "pos": [(47, 0), (48, 0), (49, 0)], "cfg": FuzzConfig(job="PIOROUTEL", family="ECP5", device="LFE5U-45F", ncl="pioroute.ncl", tiles=["MIB_R47C0:PICL0", "MIB_R48C0:PICL1", "MIB_R49C0:PICL2"]) }, { "pos": [(47, 90), (48, 90), (49, 90)], "cfg": FuzzConfig(job="PIOROUTER", family="ECP5", device="LFE5U-45F", ncl="pioroute.ncl", tiles=["MIB_R47C90:PICR0", "MIB_R48C90:PICR1", "MIB_R49C90:PICR2"]) }, { "pos": [(0, 22), (1, 23), (0, 22), (1, 23)], "cfg": FuzzConfig(job="PIOROUTET", family="ECP5", device="LFE5U-45F", ncl="pioroute.ncl", tiles=["MIB_R0C22:PIOT0", "MIB_R0C23:PIOT1", "MIB_R1C22:PICT0", "MIB_R1C23:PICT1"]) }, { "pos": [(71, 11), (71, 12), (70, 11), (70, 12)], "cfg": FuzzConfig(job="PIOROUTET", family="ECP5", device="LFE5U-45F", ncl="pioroute.ncl", tiles=["MIB_R71C11:PICB0", "MIB_R71C12:PICB1"]) }, { "pos": [(71, 18), (70, 18)], "cfg": FuzzConfig(job="PIOROUTESB", family="ECP5", device="LFE5U-45F", ncl="pioroute_spicb.ncl", tiles=["MIB_R71C18:SPICB0"]) }, ] def main(): pytrellis.load_database("../../../database") for job in jobs:
|
cfg = job["cfg"] cfg.setup() def nn_filter(net, netnames): return not nets.is_cib(net) orig_tiles = cfg.tiles for pos in job["pos"]: # Put fixed connections in the most appropriate tile target_tile = None for tile in orig_tiles: if "R{}C{}".format(pos[0], pos[1]) in tile: target_tile = tile break if target_tile is not None: cfg.tiles = [target_tile] + [_ for _ in orig_tiles if _ != orig_tiles] else: cfg.tiles = orig_tiles interconnect.fuzz_interconnect(config=cfg, location=pos, netname_predicate=nn_filter, netname_filter_union=False, func_cib=True) if __name__ == "__main__": main()
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 2,350
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom fuzzconfig import FuzzConfig\nimport interconnect\nimport nets\nimport pytrellis\nimport re\n\njobs = [\n {\n \"pos\": [(47, 0), (48, 0), (49, 0)],\n \"cfg\": FuzzConfig(job=\"PIOROUTEL\", family=\"ECP5\", device=\"LFE5U-45F\", ncl=\"pioroute.ncl\",\n tiles=[\"MIB_R47C0:PICL0\", \"MIB_R48C0:PICL1\", \"MIB_R49C0:PICL2\"])\n },\n {\n \"pos\": [(47, 90), (48, 90), (49, 90)],\n \"cfg\": FuzzConfig(job=\"PIOROUTER\", family=\"ECP5\", device=\"LFE5U-45F\", ncl=\"pioroute.ncl\",\n tiles=[\"MIB_R47C90:PICR0\", \"MIB_R48C90:PICR1\", \"MIB_R49C90:PICR2\"])\n },\n {\n \"pos\": [(0, 22), (1, 23), (0, 22), (1, 23)],\n \"cfg\": FuzzConfig(job=\"PIOROUTET\", family=\"ECP5\", device=\"LFE5U-45F\", ncl=\"pioroute.ncl\",\n tiles=[\"MIB_R0C22:PIOT0\", \"MIB_R0C23:PIOT1\", \"MIB_R1C22:PICT0\", \"MIB_R1C23:PICT1\"])\n },\n {\n \"pos\": [(71, 11), (71, 12), (70, 11), (70, 12)],\n \"cfg\": FuzzConfig(job=\"PIOROUTET\", family=\"ECP5\", device=\"LFE5U-45F\", ncl=\"pioroute.ncl\",\n tiles=[\"MIB_R71C11:PICB0\", \"MIB_R71C12:PICB1\"])\n },\n {\n \"pos\": [(71, 18), (70, 18)],\n \"cfg\": FuzzConfig(job=\"PIOROUTESB\", family=\"ECP5\", device=\"LFE5U-45F\", ncl=\"pioroute_spicb.ncl\",\n tiles=[\"MIB_R71C18:SPICB0\"])\n },\n]\n\n\ndef main():\n pytrellis.load_database(\"../../../database\")\n for job in jobs:"}, {"role": "assistant", "content": "\n cfg = job[\"cfg\"]\n cfg.setup()\n\n def nn_filter(net, netnames):\n return not nets.is_cib(net)\n orig_tiles = cfg.tiles\n for pos in job[\"pos\"]:\n # Put fixed connections in the most appropriate tile\n target_tile = None\n for tile in orig_tiles:\n if \"R{}C{}\".format(pos[0], pos[1]) in tile:\n target_tile = tile\n break\n if target_tile is not None:\n cfg.tiles = [target_tile] + [_ for _ in orig_tiles if _ != orig_tiles]\n else:\n cfg.tiles = orig_tiles\n interconnect.fuzz_interconnect(config=cfg, location=pos,\n netname_predicate=nn_filter,\n netname_filter_union=False,\n func_cib=True)\n\n\nif __name__ == \"__main__\":\n main()"}]
| false
| null | null | null |
ed3077484491f3ce68c431839bde2db924a8e7be
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import tensorflow as tf def _is_tensor(x): """Returns `True` if `x` is a symbolic tensor-like object. From http://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/image_ops_impl.py Args: x: A python object to check. Returns: `True` if `x` is a `tf.Tensor` or `tf.Variable`, otherwise `False`. """ return isinstance(x, (tf.Tensor, tf.Variable)) def _ImageDimensions(image, rank): """Returns the dimensions of an image tensor. From http://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/image_ops_impl.py Args: image: A rank-D Tensor. For 3-D of shape: `[height, width, channels]`. rank: The expected rank of the image Returns: A list of corresponding to the dimensions of the input image. Dimensions that are statically known are python integers, otherwise they are integer scalar tensors. """ if image.get_shape().is_fully_defined(): return image.get_shape().as_list() else: static_shape = image.get_shape().with_rank(rank).as_list() dynamic_shape = tf.unstack(tf.shape(image), rank) return [ s if s is not None else d for s, d in zip(static_shape, dynamic_shape) ] d Error: SyntaxError / EOF
|
Fixed Code: import tensorflow as tf def _is_tensor(x): """Returns `True` if `x` is a symbolic tensor-like object. From http://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/image_ops_impl.py Args: x: A python object to check. Returns: `True` if `x` is a `tf.Tensor` or `tf.Variable`, otherwise `False`. """ return isinstance(x, (tf.Tensor, tf.Variable)) def _ImageDimensions(image, rank): """Returns the dimensions of an image tensor. Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 6
| 0
| 1,278
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport tensorflow as tf\n\n\ndef _is_tensor(x):\n \"\"\"Returns `True` if `x` is a symbolic tensor-like object.\n\n From http://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/image_ops_impl.py\n\n Args:\n x: A python object to check.\n\n Returns:\n `True` if `x` is a `tf.Tensor` or `tf.Variable`, otherwise `False`.\n \"\"\"\n return isinstance(x, (tf.Tensor, tf.Variable))\n\n\ndef _ImageDimensions(image, rank):\n \"\"\"Returns the dimensions of an image tensor.\n\n From http://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/image_ops_impl.py\n\n Args:\n image: A rank-D Tensor. For 3-D of shape: `[height, width, channels]`.\n rank: The expected rank of the image\n\n Returns:\n A list of corresponding to the dimensions of the\n input image. Dimensions that are statically known are python integers,\n otherwise they are integer scalar tensors.\n \"\"\"\n if image.get_shape().is_fully_defined():\n return image.get_shape().as_list()\n else:\n static_shape = image.get_shape().with_rank(rank).as_list()\n dynamic_shape = tf.unstack(tf.shape(image), rank)\n return [\n s if s is not None else d for s, d in zip(static_shape, dynamic_shape)\n ]\n\n\nd\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport tensorflow as tf\n\n\ndef _is_tensor(x):\n \"\"\"Returns `True` if `x` is a symbolic tensor-like object.\n\n From http://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/image_ops_impl.py\n\n Args:\n x: A python object to check.\n\n Returns:\n `True` if `x` is a `tf.Tensor` or `tf.Variable`, otherwise `False`.\n \"\"\"\n return isinstance(x, (tf.Tensor, tf.Variable))\n\n\ndef _ImageDimensions(image, rank):\n \"\"\"Returns the dimensions of an image tensor.\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed32adc4f5470b9099ab1976e987f8994269a9b8
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # BS mark.1-55 # /* coding: utf-8 */ # BlackSmith plugin # everywhere_plugin.py # Coded by: WitcherGeralt (WitcherGeralt@jabber.ru) # http://witcher-team.ucoz.ru/ def handler_everywhere(type, source, body): if body: args = body.split() if len(args) >= 2: mtype = args[0].strip().lower() if mtype == u'чат': msgtype = 'public' elif mtype == u'приват': msgtype = 'private' else: msgtype = False # Complete this line command = args[1].strip().lower() if len(args) >= 3: Parameters = body[((body.lower()).find(command) + (len(command) + 1)):].strip() else: Parameters = '' if len(Parameters) <= 96: if COMMANDS.has_key(command): for conf in GROUPCHATS.keys(): call_command_handlers(command, msgtype, [source[0], conf, source[2]], Parameters, command) else: reply(type, source, u'Нет такой команды.') else: reply(type, source, u'Слишком длинные параметры.') else: reply(type, source, u'Тип указан некорректно.') else: reply(type, source, u'инвалид синтакс') else: reply(type, source, u'я не умею читать мысли') command_handler(handler_everywhere, 100, "everywhere")
|
The missing line is: if msgtype:
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 1,169
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# BS mark.1-55\n# /* coding: utf-8 */\n\n# BlackSmith plugin\n# everywhere_plugin.py\n\n# Coded by: WitcherGeralt (WitcherGeralt@jabber.ru)\n# http://witcher-team.ucoz.ru/\n\ndef handler_everywhere(type, source, body):\n\tif body:\n\t\targs = body.split()\n\t\tif len(args) >= 2:\n\t\t\tmtype = args[0].strip().lower()\n\t\t\tif mtype == u'\u0447\u0430\u0442':\n\t\t\t\tmsgtype = 'public'\n\t\t\telif mtype == u'\u043f\u0440\u0438\u0432\u0430\u0442':\n\t\t\t\tmsgtype = 'private'\n\t\t\telse:\n\t\t\t\tmsgtype = False\n # Complete this line\n\t\t\t\tcommand = args[1].strip().lower()\n\t\t\t\tif len(args) >= 3:\n\t\t\t\t\tParameters = body[((body.lower()).find(command) + (len(command) + 1)):].strip()\n\t\t\t\telse:\n\t\t\t\t\tParameters = ''\n\t\t\t\tif len(Parameters) <= 96:\n\t\t\t\t\tif COMMANDS.has_key(command):\n\t\t\t\t\t\tfor conf in GROUPCHATS.keys():\n\t\t\t\t\t\t\tcall_command_handlers(command, msgtype, [source[0], conf, source[2]], Parameters, command)\n\t\t\t\t\telse:\n\t\t\t\t\t\treply(type, source, u'\u041d\u0435\u0442 \u0442\u0430\u043a\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u044b.')\n\t\t\t\telse:\n\t\t\t\t\treply(type, source, u'\u0421\u043b\u0438\u0448\u043a\u043e\u043c \u0434\u043b\u0438\u043d\u043d\u044b\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b.')\n\t\t\telse:\n\t\t\t\treply(type, source, u'\u0422\u0438\u043f \u0443\u043a\u0430\u0437\u0430\u043d \u043d\u0435\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e.')\n\t\telse:\n\t\t\treply(type, source, u'\u0438\u043d\u0432\u0430\u043b\u0438\u0434 \u0441\u0438\u043d\u0442\u0430\u043a\u0441')\n\telse:\n\t\treply(type, source, u'\u044f \u043d\u0435 \u0443\u043c\u0435\u044e \u0447\u0438\u0442\u0430\u0442\u044c \u043c\u044b\u0441\u043b\u0438')\n\ncommand_handler(handler_everywhere, 100, \"everywhere\")"}, {"role": "assistant", "content": "The missing line is:\n\t\t\tif msgtype:"}]
| false
| null | null | null |
ed333974ac7fc15e4814ac031f495886accd5008
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from utils import TreeNode class Solution: def is_same_tree(self, p: TreeNode, q: TreeNode) -> bool: if p is None and q is None: return True if not p or not q: return False Error: IndentationError / Expected indented block
|
Fixed Code: from utils import TreeNode class Solution: def is_same_tree(self, p: TreeNode, q: TreeNode) -> bool: if p is None and q is None: return True if not p or not q: return False return p.val == q.val and self.is_same_tree(p.left, q.left) and self.is_same_tree(p.right, q.right) Explanation: Add body to If block or use 'pass' statement
|
intermediate
|
oop
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 218
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom utils import TreeNode\n\n\nclass Solution:\n def is_same_tree(self, p: TreeNode, q: TreeNode) -> bool:\n if p is None and q is None:\n return True\n if not p or not q:\n return False\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom utils import TreeNode\n\n\nclass Solution:\n def is_same_tree(self, p: TreeNode, q: TreeNode) -> bool:\n if p is None and q is None:\n return True\n if not p or not q:\n return False\n return p.val == q.val and self.is_same_tree(p.left, q.left) and self.is_same_tree(p.right, q.right)\n\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
ed34a763af3706d73ed657481a4202938e665e7b
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # Copyright 2020 Curtin University # # 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. # Author: James Diprose import os import unittest import uuid from azure.storage.blob import ContainerClient, BlobClient from mag_archiver.azure import list_containers, copy_container, list_blobs, create_container, delete_container, \ def generate_names(num_names, prefix): # Create containers names = [] for i in range(num_names): name = make_unique_name(prefix) names.append(name) return names def make_unique_name(prefix: str): return f"{prefix}-{str(uuid.uuid4())}" class TestAzure(unittest.TestCase): account_name: str account_key: str def __init__(self, *args, **kwargs): super(TestAzure, self).__init__(*args, **kwargs) self.account_name = os.getenv('TEST_AZURE_STORAGE_ACCOUNT_NAME') self.account_key = os.getenv('TEST_AZURE_STORAGE_ACCOUNT_KEY') def test_create_table(self): table_name = 'TestCreateTable' try: # Create a table result = create_table(self.account_name, self.account_key, table_name) self.assertTrue(result) finally: # Cleanup delete_table(self.account_name, self.account_key, table_name) def test_delete_table(self): table_name = 'TestDeleteTable' try: # Create a table create_table(self.account_name, self.account_key, table_name) # Delete table result = delete_table(self.account_name, self.account_key, table_name) self.assertTrue(result) finally: # Cleanup delete_table(self.account_name, self.account_key, table_name) def test_create_container(self): container_name = make_unique_name('test-create-container') try: # Create a container result: ContainerClient = create_container(self.account_name, self.account_key, container_name) self.assertIsInstance(result, ContainerClient) self.assertEqual(result.container_name, container_name) finally: # Cleanup delete_container(self.account_name, self.account_key, container_name) ... [5 more functiondefs truncated] ...
|
Functions: generate_names, make_unique_name, __init__, test_create_table, test_delete_table Classes: TestAzure This code demonstrates Pythoncode:Python programming.
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advanced
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testing
|
code_explanation
|
Pythoncode:Python
| 6
| 1
| 2,767
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# Copyright 2020 Curtin University\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n# Author: James Diprose\n\n\nimport os\nimport unittest\nimport uuid\n\nfrom azure.storage.blob import ContainerClient, BlobClient\n\nfrom mag_archiver.azure import list_containers, copy_container, list_blobs, create_container, delete_container, \\\ndef generate_names(num_names, prefix):\n # Create containers\n names = []\n for i in range(num_names):\n name = make_unique_name(prefix)\n names.append(name)\n return names\n\n\ndef make_unique_name(prefix: str):\n return f\"{prefix}-{str(uuid.uuid4())}\"\n\n\nclass TestAzure(unittest.TestCase):\n account_name: str\n account_key: str\n\n def __init__(self, *args, **kwargs):\n super(TestAzure, self).__init__(*args, **kwargs)\n self.account_name = os.getenv('TEST_AZURE_STORAGE_ACCOUNT_NAME')\n self.account_key = os.getenv('TEST_AZURE_STORAGE_ACCOUNT_KEY')\n\n def test_create_table(self):\n table_name = 'TestCreateTable'\n try:\n # Create a table\n result = create_table(self.account_name, self.account_key, table_name)\n self.assertTrue(result)\n finally:\n # Cleanup\n delete_table(self.account_name, self.account_key, table_name)\n\n def test_delete_table(self):\n table_name = 'TestDeleteTable'\n try:\n # Create a table\n create_table(self.account_name, self.account_key, table_name)\n\n # Delete table\n result = delete_table(self.account_name, self.account_key, table_name)\n self.assertTrue(result)\n finally:\n # Cleanup\n delete_table(self.account_name, self.account_key, table_name)\n\n def test_create_container(self):\n container_name = make_unique_name('test-create-container')\n try:\n # Create a container\n result: ContainerClient = create_container(self.account_name, self.account_key, container_name)\n self.assertIsInstance(result, ContainerClient)\n self.assertEqual(result.container_name, container_name)\n finally:\n # Cleanup\n delete_container(self.account_name, self.account_key, container_name)\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: generate_names, make_unique_name, __init__, test_create_table, test_delete_table\n Classes: TestAzure\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed38d1c43b9d70e3ac1c1d8a3bb7c7068b2ec679
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2016 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== class LocalVariabletest(test.TestCase): def test_local_variable(self): with self.cached_session() as sess: self.assertEquals([], variables_lib.local_variables()) value0 = 42 variables_lib2.local_variable(value0) value1 = 43 variables_lib2.local_variable(value1) variables = variables_lib.local_variables() self.assertEquals(2, len(variables)) self.assertRaises(errors_impl.OpError, sess.run, variables) variables_lib.variables_initializer(variables).run() self.assertAllEqual(set([value0, value1]), set(sess.run(variables))) class ReduceSumNTest(test.TestCase): def test_reduce_sum_n(self): with self.cached_session(): a = constant_op.constant(1) b = constant_op.constant([2]) c = constant_op.constant([[3, 4], [5, 6]]) self.assertEqual(21, tensor_util.reduce_sum_n([a, b, c]).eval()) class AssertScalarIntTest(test.TestCase): def test_assert_scalar_int(self): tensor_util.assert_scalar_int(constant_op.constant(3, dtype=dtypes.int32)) tensor_util.assert_scalar_int(constant_op.constant(3, dtype=dtypes.int64)) tensor_util.assert_scalar_int(3) with self.assertRaisesRegexp(ValueError, "Expected integer"): tensor_util.assert_scalar_int( constant_op.constant( 3, dtype=dtypes.float32)) with self.assertRaisesRegexp(ValueError, "Expected scalar"): tensor_util.assert_scalar_int(
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 52 - expected ')' • SyntaxError: '(' was never closed at line 52 Fix: Close the string literal with matching quote
|
advanced
|
testing
|
error_detection
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Pythoncode:Python
| 3
| 4
| 2,178
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2016 The TensorFlow Authors. All Rights Reserved.\r\n#\r\n# Licensed under the Apache License, Version 2.0 (the \"License\");\r\n# you may not use this file except in compliance with the License.\r\n# You may obtain a copy of the License at\r\n#\r\n# http://www.apache.org/licenses/LICENSE-2.0\r\n#\r\n# Unless required by applicable law or agreed to in writing, software\r\n# distributed under the License is distributed on an \"AS IS\" BASIS,\r\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\r\n# See the License for the specific language governing permissions and\r\n# limitations under the License.\r\n# ==============================================================================\r\nclass LocalVariabletest(test.TestCase):\r\n\r\n def test_local_variable(self):\r\n with self.cached_session() as sess:\r\n self.assertEquals([], variables_lib.local_variables())\r\n value0 = 42\r\n variables_lib2.local_variable(value0)\r\n value1 = 43\r\n variables_lib2.local_variable(value1)\r\n variables = variables_lib.local_variables()\r\n self.assertEquals(2, len(variables))\r\n self.assertRaises(errors_impl.OpError, sess.run, variables)\r\n variables_lib.variables_initializer(variables).run()\r\n self.assertAllEqual(set([value0, value1]), set(sess.run(variables)))\r\n\r\n\r\nclass ReduceSumNTest(test.TestCase):\r\n\r\n def test_reduce_sum_n(self):\r\n with self.cached_session():\r\n a = constant_op.constant(1)\r\n b = constant_op.constant([2])\r\n c = constant_op.constant([[3, 4], [5, 6]])\r\n self.assertEqual(21, tensor_util.reduce_sum_n([a, b, c]).eval())\r\n\r\n\r\nclass AssertScalarIntTest(test.TestCase):\r\n\r\n def test_assert_scalar_int(self):\r\n tensor_util.assert_scalar_int(constant_op.constant(3, dtype=dtypes.int32))\r\n tensor_util.assert_scalar_int(constant_op.constant(3, dtype=dtypes.int64))\r\n tensor_util.assert_scalar_int(3)\r\n with self.assertRaisesRegexp(ValueError, \"Expected integer\"):\r\n tensor_util.assert_scalar_int(\r\n constant_op.constant(\r\n 3, dtype=dtypes.float32))\r\n with self.assertRaisesRegexp(ValueError, \"Expected scalar\"):\r\n tensor_util.assert_scalar_int("}, {"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 Unclosed '(' at line 52 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 52\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ed3a7989a6ca1353a9b8069ec10dfdff872950bd
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # @Author: Manuel Rodriguez <valle> # @Date: 10-May-2017 # @Email: valle.mrv@gmail.com # @Last modified by: valle # @Last modified time: 23-Feb-2018 # @License: Apache license vesion 2.0 from kivy.uix.modalview import ModalView from kivy.uix.button import Button from kivy.properties import ObjectProperty, StringProperty, ListProperty from kivy.lang import Builder Builder.load_file("view/sugerencias.kv") class Sugerencias(ModalView): onExit = ObjectProperty(None, allownone=True) content = ObjectProperty(None, allownone=True) texto = StringProperty("") des = StringProperty("") sug = ListProperty([]) key = StringProperty("") tag = ObjectProperty(None, allownone=True) def __init__(self, **kargs): super(Sugerencias, self).__init__(**kargs) self.auto_dismiss=False def on_sug(self, key, value): self.lista.rm_all_widgets() for item in self.sug: btn = Button(text=item) btn.tag = item btn.bind(on_press=self.onPress) self.lista.add_linea(btn) def onPress(self, b): self.onExit(self.key, self.content, b.tag, self.tag) def clear_text(self): self.texto = "" def exit(self): self.texto = self.txtSug.text if self.onExit: ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: if self.texto != "": self.sug.append(self.texto) self.onExit(self.key, self.content, self.texto, self.tag)
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 5
| 1
| 1,294
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# @Author: Manuel Rodriguez <valle>\n# @Date: 10-May-2017\n# @Email: valle.mrv@gmail.com\n# @Last modified by: valle\n# @Last modified time: 23-Feb-2018\n# @License: Apache license vesion 2.0\n\n\nfrom kivy.uix.modalview import ModalView\nfrom kivy.uix.button import Button\nfrom kivy.properties import ObjectProperty, StringProperty, ListProperty\nfrom kivy.lang import Builder\n\nBuilder.load_file(\"view/sugerencias.kv\")\n\nclass Sugerencias(ModalView):\n onExit = ObjectProperty(None, allownone=True)\n content = ObjectProperty(None, allownone=True)\n texto = StringProperty(\"\")\n des = StringProperty(\"\")\n sug = ListProperty([])\n key = StringProperty(\"\")\n tag = ObjectProperty(None, allownone=True)\n\n def __init__(self, **kargs):\n super(Sugerencias, self).__init__(**kargs)\n self.auto_dismiss=False\n\n def on_sug(self, key, value):\n self.lista.rm_all_widgets()\n for item in self.sug:\n btn = Button(text=item)\n btn.tag = item\n btn.bind(on_press=self.onPress)\n self.lista.add_linea(btn)\n\n def onPress(self, b):\n self.onExit(self.key, self.content, b.tag, self.tag)\n\n def clear_text(self):\n self.texto = \"\"\n\n def exit(self):\n self.texto = self.txtSug.text\n if self.onExit:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n if self.texto != \"\":\n self.sug.append(self.texto)\n self.onExit(self.key, self.content, self.texto, self.tag)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
ed3a9aaa2f6bd7c47892c2149c2e5804bf96b4fe
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ The foo integration instruments the bar and baz features of the foo library. Enabling ~~~~~~~~ The foo integration is enabled automatically when using :ref:`ddtrace-run <ddtracerun>` or :ref:`patch_all() <patch_all>`. Or use :ref:`patch() <patch>` to manually enable the integration:: from ddtrace import patch patch(foo=True) Global Configuration ~~~~~~~~~~~~~~~~~~~~ .. py:data:: ddtrace.config.foo["service"] The service name reported by default for foo instances. This option can also be set with the ``DD_FOO_SERVICE`` environment variable. Default: ``"foo"`` Instance Configuration ~~~~~~~~~~~~~~~~~~~~~~ To configure the foo integration on an per-instance basis use the ``Pin`` API:: import foo from ddtrace import Pin myfoo = foo.Foo() Pin.override(myfoo, service="myfoo") """ from ...internal.utils.importlib import require_modules required_modules = ["foo"] with require_modules(required_modules) as missing_modules: if not missing_modules: from .patch import patch from .patch import unpatch __all__ = ["patch", "unpatch"]
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 Block at line 12 has no indented body Block at line 35 has no indented body ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 26 Unexpected indentation at line 38 Unexpected indentation at line 41 Unexpected indentation at line 51 ✨ Improvements: Add closing quote at line 1
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 0
| 0
| 1,122
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nThe foo integration instruments the bar and baz features of the\nfoo library.\n\n\nEnabling\n~~~~~~~~\n\nThe foo integration is enabled automatically when using\n:ref:`ddtrace-run <ddtracerun>` or :ref:`patch_all() <patch_all>`.\n\nOr use :ref:`patch() <patch>` to manually enable the integration::\n\n from ddtrace import patch\n patch(foo=True)\n\n\nGlobal Configuration\n~~~~~~~~~~~~~~~~~~~~\n\n.. py:data:: ddtrace.config.foo[\"service\"]\n\n The service name reported by default for foo instances.\n\n This option can also be set with the ``DD_FOO_SERVICE`` environment\n variable.\n\n Default: ``\"foo\"``\n\n\nInstance Configuration\n~~~~~~~~~~~~~~~~~~~~~~\n\nTo configure the foo integration on an per-instance basis use the\n``Pin`` API::\n\n import foo\n from ddtrace import Pin\n\n myfoo = foo.Foo()\n Pin.override(myfoo, service=\"myfoo\")\n\"\"\"\nfrom ...internal.utils.importlib import require_modules\n\n\nrequired_modules = [\"foo\"]\n\nwith require_modules(required_modules) as missing_modules:\n if not missing_modules:\n from .patch import patch\n from .patch import unpatch\n\n __all__ = [\"patch\", \"unpatch\"]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Block at line 12 has no indented body\n Block at line 35 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 26\n Unexpected indentation at line 38\n Unexpected indentation at line 41\n Unexpected indentation at line 51\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
ed3b6f60e4e30cf75b95e63f68e2b18f1cb5a0e8
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from subprocess import check_output, CalledProcessError from ast import literal_eval from time import sleep from helpers import setup_logger def wpa_cli_command(*command): run = ["wpa_cli"] if current_interface: run += ["-i"+current_interface] try: return check_output(run + list(command)) except CalledProcessError as e: raise WPAException(command[0], e.returncode, output=e.output, args=command[1:]) class WPAException(Exception): def __init__(self, command, exit_code, args=None, output=None): self.command = command self.code = exit_code self.args = args if args != []: message = "'wpa_cli {}' returned {}".format(self.command, self.code) else: message = "'wpa_cli {} {}' returned {}".format(self.command, ' '.join(args), self.code) if output: message += "\n Output: {}".format(output) super(WPAException, self).__init__(message) #wpa_cli command wrappers and their helpers def connect_new_network(network_info): #First, looking in the known networks conf_networks = list_configured_networks() network_found = False for network in conf_networks: if network_info['ssid'] == network['ssid']: network_found = True select_network(network['network id']) return True #Then, if it's an open network, just connecting if is_open_network(network_info): network_id = add_network() logger.info(set_network(network_id, 'ssid', '"'+network_info['ssid']+'"')) set_network(network_id, 'key_mgmt', 'NONE') select_network(network_id) return True #Else, there's not enough implemented as for now if not network_found: logger.warning("Hell, I dunno.") return False def is_open_network(network_info): #Might be an approach which doesn't take some things into account return not is_wpa_enabled(network_info) def is_wpa_enabled(network_info): flags = parse_network_flags(network_info['flags']) wpa_enabled = False for flag in flags: if flag.startswith('WPA'): wpa_enabled = True return wpa_enabled def parse_network_flags(flag_string): #Flags go each after another, enclosed in "[]" braces flags = [flag.strip('[]') for flag in flag_string.split('][')] #If anybody knows a better way, do commit return flags #wpa_cli commands def get_interfaces(): output = process_output(wpa_cli_command("interface")) output = output[1:] #First line removed by process_output, second line says "Available interfaces" return output ... [23 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 40 Unmatched closing bracket ']' at line 66 Unmatched closing bracket ')' at line 66 Unclosed '[' at line 66 - expected ']' Unclosed '(' at line 66 - expected ')' Invalid syntax at line 77: ... [23 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 54 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 62 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 73 Unexpected indentation at line 74 ✨ Improvements: Complete the expression on the last line Add closing quote at line 40 Add closing ']' bracket Add closing ')' bracket Review syntax near the error location
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advanced
|
database
|
code_review
|
Pythoncode:Python
| 7
| 1
| 2,691
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom subprocess import check_output, CalledProcessError\nfrom ast import literal_eval\nfrom time import sleep\n\nfrom helpers import setup_logger\n\ndef wpa_cli_command(*command):\n run = [\"wpa_cli\"]\n if current_interface:\n run += [\"-i\"+current_interface]\n try:\n return check_output(run + list(command))\n except CalledProcessError as e:\n raise WPAException(command[0], e.returncode, output=e.output, args=command[1:])\n\nclass WPAException(Exception):\n def __init__(self, command, exit_code, args=None, output=None):\n self.command = command\n self.code = exit_code\n self.args = args\n if args != []:\n message = \"'wpa_cli {}' returned {}\".format(self.command, self.code)\n else:\n message = \"'wpa_cli {} {}' returned {}\".format(self.command, ' '.join(args), self.code)\n if output:\n message += \"\\n Output: {}\".format(output)\n super(WPAException, self).__init__(message)\n\n#wpa_cli command wrappers and their helpers\n\ndef connect_new_network(network_info):\n #First, looking in the known networks\n conf_networks = list_configured_networks()\n network_found = False\n for network in conf_networks:\n if network_info['ssid'] == network['ssid']:\n network_found = True\n select_network(network['network id'])\n return True\n #Then, if it's an open network, just connecting\n if is_open_network(network_info):\n network_id = add_network()\n logger.info(set_network(network_id, 'ssid', '\"'+network_info['ssid']+'\"'))\n set_network(network_id, 'key_mgmt', 'NONE')\n select_network(network_id)\n return True\n #Else, there's not enough implemented as for now\n if not network_found:\n logger.warning(\"Hell, I dunno.\")\n return False\n\ndef is_open_network(network_info):\n #Might be an approach which doesn't take some things into account\n return not is_wpa_enabled(network_info)\n\ndef is_wpa_enabled(network_info):\n flags = parse_network_flags(network_info['flags'])\n wpa_enabled = False\n for flag in flags:\n if flag.startswith('WPA'):\n wpa_enabled = True\n return wpa_enabled\n\ndef parse_network_flags(flag_string):\n #Flags go each after another, enclosed in \"[]\" braces\n flags = [flag.strip('[]') for flag in flag_string.split('][')] #If anybody knows a better way, do commit\n return flags\n\n#wpa_cli commands\n\ndef get_interfaces():\n output = process_output(wpa_cli_command(\"interface\"))\n output = output[1:] #First line removed by process_output, second line says \"Available interfaces\"\n return output\n\n\n ... [23 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 40\n Unmatched closing bracket ']' at line 66\n Unmatched closing bracket ')' at line 66\n Unclosed '[' at line 66 - expected ']'\n Unclosed '(' at line 66 - expected ')'\n Invalid syntax at line 77: ... [23 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 54\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 62\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 40\n Add closing ']' bracket\n Add closing ')' bracket\n Review syntax near the error location"}]
| false
| null | null | null |
ed3b7de286ac4f4bebceec94867062df2dc32542
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python from __future__ import with_statement import sys, traceback, os, os.path import xml.dom.minidom import logging class Task(object): @staticmethod def waitAll(tasks): pass class FetchFile(Task): def __init__(self, url): self.url = url def __call__(self): logging.debug("fetching from %s", self.url) try: return urllib2.urlopen(self.url) except: logging.warn("fail to fetch %s: %s", self.url, traceback.format_exc()) return None class Evaluator(Task): def __init__(self, target): assert hasattr(target, "eval") self.target = target def __call__(self): try: self.target.eval(self.pipeline) except: logging.warn("fail to evalute %s: %s", self.target, traceback.format_exc()) return self.target def __repr__(self): return "<Evaluator object for %s at 0x%08X>" % (self.target, id(self)) class WebObject(object): context = [] def __enter__(self): self.context.append(self) logging.debug("entering %s...", self) return self def __exit__(self, exc_type, exc_value, traceback): self.context.pop() logging.debug("leaving %s...", self) def __init__(self, parent, url): self.children = [] self.parent = parent self.url = url @staticmethod def current(): current = WebObject.context[-1] if len(WebObject.context) > 0 else None return current @property def page(self): tag = self.parent while not isinstance(tag, WebPage): tag = tag.parent return tag class WebScript(WebObject): def __init__(self, parent, value, url): WebObject.__init__(self, parent, url) if type(value) in [str, unicode]: self.script = value elif hasattr(value, "read"): self.script = value.read() else: self.func = value def eval(self, pipeline): if len(WebObject.context) > 0: WebObject.context[-1].children.append((None, self)) with self: if hasattr(self, "script"): self.result = self.page.window.eval(self.script) else: self.result = self.page.window.execute(self.func) class HtmlStyle(PyV8.JSClass): def __init__(self, node): self._node = node self._attrs = self.parse(node.getAttribute("style")) def parse(self, style): attrs = {} try: for attr in style.split(';'): if attr == '': continue strs = attr.split('
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 112 • Unclosed '(' at line 112 - expected ')' • Unterminated string literal at line 112 Fix: Close the string literal with matching quote
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 15
| 6
| 2,997
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\r\nfrom __future__ import with_statement\r\n\r\nimport sys, traceback, os, os.path\r\nimport xml.dom.minidom\r\nimport logging\r\n\r\nclass Task(object):\r\n @staticmethod\r\n def waitAll(tasks):\r\n pass\r\n\r\nclass FetchFile(Task):\r\n def __init__(self, url):\r\n self.url = url\r\n \r\n def __call__(self):\r\n logging.debug(\"fetching from %s\", self.url)\r\n \r\n try:\r\n return urllib2.urlopen(self.url)\r\n except:\r\n logging.warn(\"fail to fetch %s: %s\", self.url, traceback.format_exc())\r\n \r\n return None\r\n\r\nclass Evaluator(Task):\r\n def __init__(self, target):\r\n assert hasattr(target, \"eval\")\r\n \r\n self.target = target\r\n \r\n def __call__(self):\r\n try:\r\n self.target.eval(self.pipeline)\r\n except:\r\n logging.warn(\"fail to evalute %s: %s\", self.target, traceback.format_exc())\r\n \r\n return self.target\r\n \r\n def __repr__(self):\r\n return \"<Evaluator object for %s at 0x%08X>\" % (self.target, id(self))\r\n \r\nclass WebObject(object):\r\n context = []\r\n \r\n def __enter__(self):\r\n self.context.append(self)\r\n \r\n logging.debug(\"entering %s...\", self)\r\n \r\n return self\r\n\r\n def __exit__(self, exc_type, exc_value, traceback):\r\n self.context.pop()\r\n \r\n logging.debug(\"leaving %s...\", self)\r\n \r\n def __init__(self, parent, url):\r\n self.children = []\r\n self.parent = parent\r\n self.url = url\r\n \r\n @staticmethod\r\n def current(): \r\n current = WebObject.context[-1] if len(WebObject.context) > 0 else None\r\n \r\n return current\r\n \r\n @property\r\n def page(self): \r\n tag = self.parent\r\n \r\n while not isinstance(tag, WebPage):\r\n tag = tag.parent\r\n \r\n return tag\r\n \r\nclass WebScript(WebObject):\r\n def __init__(self, parent, value, url):\r\n WebObject.__init__(self, parent, url)\r\n \r\n if type(value) in [str, unicode]:\r\n self.script = value\r\n elif hasattr(value, \"read\"):\r\n self.script = value.read()\r\n else:\r\n self.func = value\r\n \r\n def eval(self, pipeline):\r\n if len(WebObject.context) > 0:\r\n WebObject.context[-1].children.append((None, self))\r\n \r\n with self:\r\n if hasattr(self, \"script\"):\r\n self.result = self.page.window.eval(self.script)\r\n else:\r\n self.result = self.page.window.execute(self.func)\r\n\r\nclass HtmlStyle(PyV8.JSClass):\r\n def __init__(self, node):\r\n self._node = node\r\n self._attrs = self.parse(node.getAttribute(\"style\"))\r\n\r\n def parse(self, style):\r\n attrs = {}\r\n\r\n try:\r\n for attr in style.split(';'):\r\n if attr == '': continue\r\n\r\n strs = attr.split('"}, {"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 112\n \u2022 Unclosed '(' at line 112 - expected ')'\n \u2022 Unterminated string literal at line 112\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ed3c39ee9d299277d428f6d6c8408e0b9a778f0c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from __future__ import division import fitsio def read_headers(path, *args, **kwargs): # Reads the headers from the FITS file header = fitsio.read_header(path, *args, **kwargs) return header def read_image(path, *args, **kwargs): # Reads the image data from the FITS file data = fitsio.read(path, *args, **kwargs) return data def read_fits(path, headers_only=False, image_only=False, *args, **kwargs): """ Reader function for the FITS files. Takes advantage of the fitsio reader function. Parameters ---------- path: str Path to the FITS file you want to read headers_only: bool, optional Set to True if you only want to read the headers of the file. If True, the data return will only be the headers of the files read. Default is False. # Complete this line Set to True if you only want to read the image data of the file. If True, the data return will be a numpy array corresponding to the image data of the files read. Default is False. *args: optional Contains all arguments that will be passed onto the fitsio reader. This reader will be fitsio.read_headers() or fitsio.FITS() depending on if 'headers_only' is True or False. **kwargs: optional Contains all keyword arguments that will be passed to the fitsio reader. Returns ------- hdr, image: FITSHDR object, np.array If none of the "only"-keywords are not False, then a (FITSHDR, np.array)-pair will be returned. Note that a FITSHDR can be access by indexing as a normal dictionary. See fitsio.fitslib.FITSHDR for implementation of FITSHDR. FITSHDR object If 'headers_only' is not False it will return in the same manner as for normally, but now the type of the files will be FITSHDR objects. numpy.array If 'image_only' is not False it will return in the same manner as for the FITS object, but now the type of the tiles will be numpy.arrays. """ if headers_only: hdr = read_headers(path, *args, **kwargs) return hdr elif image_only: image = read_image(path, *args, **kwargs) return image else: hdr = read_headers(path, *args, **kwargs) image = read_image(path, *args, **kwargs) return hdr, image
|
The missing line is: image_only: bool, optional
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 2,364
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom __future__ import division\n\nimport fitsio\n\ndef read_headers(path, *args, **kwargs):\n # Reads the headers from the FITS file\n\n header = fitsio.read_header(path, *args, **kwargs)\n\n return header\n\n\ndef read_image(path, *args, **kwargs):\n # Reads the image data from the FITS file\n\n data = fitsio.read(path, *args, **kwargs)\n\n return data\n\n\ndef read_fits(path, headers_only=False, image_only=False, *args, **kwargs):\n \"\"\"\n Reader function for the FITS files. Takes advantage of the fitsio\n reader function.\n\n Parameters\n ----------\n path: str\n Path to the FITS file you want to read\n headers_only: bool, optional\n Set to True if you only want to read the headers of the file. If True, the data\n return will only be the headers of the files read. Default is False.\n # Complete this line\n Set to True if you only want to read the image data of the file. If True, the data\n return will be a numpy array corresponding to the image data of the files read.\n Default is False.\n *args: optional\n Contains all arguments that will be passed onto the fitsio reader. This reader will\n be fitsio.read_headers() or fitsio.FITS() depending on if 'headers_only' is True or False.\n **kwargs: optional\n Contains all keyword arguments that will be passed to the fitsio reader.\n\n Returns\n -------\n hdr, image: FITSHDR object, np.array\n If none of the \"only\"-keywords are not False, then a (FITSHDR, np.array)-pair will be returned.\n Note that a FITSHDR can be access by indexing as a normal dictionary.\n\n See fitsio.fitslib.FITSHDR for implementation of FITSHDR.\n\n FITSHDR object\n If 'headers_only' is not False it will return in the same manner as for normally,\n but now the type of the files will be FITSHDR objects.\n\n numpy.array\n If 'image_only' is not False it will return in the same manner as for the FITS object,\n but now the type of the tiles will be numpy.arrays.\n \"\"\"\n if headers_only:\n hdr = read_headers(path, *args, **kwargs)\n return hdr\n\n elif image_only:\n image = read_image(path, *args, **kwargs)\n return image\n\n else:\n hdr = read_headers(path, *args, **kwargs)\n image = read_image(path, *args, **kwargs)\n\n return hdr, image"}, {"role": "assistant", "content": "The missing line is:\n image_only: bool, optional"}]
| false
| null | null | null |
ed3c6cc6ba561bf90153ae8e03fe8da305f91245
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright 2021 The Emscripten Authors. All rights reserved. # Emscripten is available under two separate licenses, the MIT license and the # University of Illinois/NCSA Open Source License. Both these licenses can be # found in the LICENSE file. """Simple script for updating musl from external git repo. The upstream sources, along with our local changes, live at: https://github.com/emscripten-core/musl To update musl first make sure all changes from the emscripten repo are present in the `emscripten` branch of the above repo. Then run `git merge v<musl_version>` to pull in the latest musl changes from a given musl version. Once any merge conflict are resolved those change can then be copied back into emscripten using this script. """ import os import sys import shutil import subprocess script_dir = os.path.abspath(os.path.dirname(__file__)) local_src = os.path.join(script_dir, 'libc', 'musl') exclude_dirs = ( # Top level directories we don't include 'tools', 'obj', 'lib', 'crt', 'musl', 'compat', # Parts of src we don't build 'malloc', # Arch-specific code we don't use 'arm', 'x32', 'sh', 'i386', 'x86_64', 'aarch64', 'riscv64', 's390x', 'mips', 'mips64', 'mipsn32', 'powerpc', 'powerpc64', 'm68k', 'microblaze', 'or1k', 'generic') musl_dir = os.path.abspath(sys.argv[1]) def should_ignore(name): return name in exclude_dirs or name[0] == '.' def ignore(dirname, contents): return [c for c in contents if should_ignore(c)] def main(): assert os.path.exists(musl_dir) # Remove old version shutil.rmtree(local_src) # Copy new version into place shutil.copytree(musl_dir, local_src, ignore=ignore) if __name__ == '__main__':
|
Error Analysis: Error Type: MID_BLOCK Error: IndentationError / Expected indented block Detected Errors: • Unterminated string literal at line 7 • Block at line 9 has no indented body • Block at line 59 has no body - expected indented block Fix: Add body to If block or use 'pass' statement
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 3
| 0
| 1,717
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright 2021 The Emscripten Authors. All rights reserved.\n# Emscripten is available under two separate licenses, the MIT license and the\n# University of Illinois/NCSA Open Source License. Both these licenses can be\n# found in the LICENSE file.\n\n\"\"\"Simple script for updating musl from external git repo.\n\nThe upstream sources, along with our local changes, live at:\n\n https://github.com/emscripten-core/musl\n\nTo update musl first make sure all changes from the emscripten repo\nare present in the `emscripten` branch of the above repo. Then run\n`git merge v<musl_version>` to pull in the latest musl changes from\na given musl version. Once any merge conflict are resolved those\nchange can then be copied back into emscripten using this script.\n\"\"\"\n\nimport os\nimport sys\nimport shutil\nimport subprocess\n\nscript_dir = os.path.abspath(os.path.dirname(__file__))\nlocal_src = os.path.join(script_dir, 'libc', 'musl')\nexclude_dirs = (\n # Top level directories we don't include\n 'tools', 'obj', 'lib', 'crt', 'musl', 'compat',\n # Parts of src we don't build\n 'malloc',\n # Arch-specific code we don't use\n 'arm', 'x32', 'sh', 'i386', 'x86_64', 'aarch64', 'riscv64',\n 's390x', 'mips', 'mips64', 'mipsn32', 'powerpc', 'powerpc64',\n 'm68k', 'microblaze', 'or1k', 'generic')\n\n\nmusl_dir = os.path.abspath(sys.argv[1])\n\n\ndef should_ignore(name):\n return name in exclude_dirs or name[0] == '.'\n\n\ndef ignore(dirname, contents):\n return [c for c in contents if should_ignore(c)]\n\n\ndef main():\n assert os.path.exists(musl_dir)\n\n # Remove old version\n shutil.rmtree(local_src)\n\n # Copy new version into place\n shutil.copytree(musl_dir, local_src, ignore=ignore)\n\n\nif __name__ == '__main__':"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_BLOCK\n Error: IndentationError / Expected indented block\n\n Detected Errors:\n \u2022 Unterminated string literal at line 7\n \u2022 Block at line 9 has no indented body\n \u2022 Block at line 59 has no body - expected indented block\n\n Fix: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
ed3d3135e9d1178c7b64b4da6cccbf9abc64c76d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import absolute_import, division, print_function, unicode_literals import logging # Used in the exec() call below. from scout_apm.core.monkey import monkeypatch_method, unpatch_method # noqa: F401 from scout_apm.core.tracked_request import TrackedRequest # noqa: F401 class Instrument(object): PYMONGO_METHODS = [ "aggregate", "bulk_write", "count", "create_index", "create_indexes", "delete_many", "delete_one", "distinct", "drop", Error: SyntaxError / EOF
|
Fixed Code: from __future__ import absolute_import, division, print_function, unicode_literals import logging # Used in the exec() call below. from scout_apm.core.monkey import monkeypatch_method, unpatch_method # noqa: F401 from scout_apm.core.tracked_request import TrackedRequest # noqa: F401 class Instrument(object): PYMONGO_METHODS = [ "aggregate", "bulk_write", "count", "create_index", "create_indexes", "delete_many", "delete_one", "distinct", "drop", "drop_index", Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 529
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import absolute_import, division, print_function, unicode_literals\n\nimport logging\n\n# Used in the exec() call below.\nfrom scout_apm.core.monkey import monkeypatch_method, unpatch_method # noqa: F401\nfrom scout_apm.core.tracked_request import TrackedRequest # noqa: F401\n\nclass Instrument(object):\n PYMONGO_METHODS = [\n \"aggregate\",\n \"bulk_write\",\n \"count\",\n \"create_index\",\n \"create_indexes\",\n \"delete_many\",\n \"delete_one\",\n \"distinct\",\n \"drop\",\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import absolute_import, division, print_function, unicode_literals\n\nimport logging\n\n# Used in the exec() call below.\nfrom scout_apm.core.monkey import monkeypatch_method, unpatch_method # noqa: F401\nfrom scout_apm.core.tracked_request import TrackedRequest # noqa: F401\n\nclass Instrument(object):\n PYMONGO_METHODS = [\n \"aggregate\",\n \"bulk_write\",\n \"count\",\n \"create_index\",\n \"create_indexes\",\n \"delete_many\",\n \"delete_one\",\n \"distinct\",\n \"drop\",\n \"drop_index\",\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed3dd47b74e1445e656b23816bec9c93f6315a3e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import random from typing import Optional import factory from common.tests import factories from measures.sheet_importers import MeasureSheetRow class MeasureSheetRowFactory(factory.Factory): """ A factory that produces a row that might be read from a sheet of measures as recognised by the :class:`measures.sheet_importers.MeasureSheetRow` importer. The factory references a MeasureFactory to do the production of an actual Measure, and then references the data produced by the MeasureFactory to build up a row of string values. The values are then built into a tuple in the order specified in the `MeasureSheetRow` importer. """ class Meta: model = tuple exclude = ["measure"] measure = factory.SubFactory(factories.MeasureFactory) item_id = factory.SelfAttribute("measure.goods_nomenclature.item_id") measure_type_description = Error: SyntaxError: unterminated string literal
|
Fixed Code: import random from typing import Optional import factory from common.tests import factories from measures.sheet_importers import MeasureSheetRow class MeasureSheetRowFactory(factory.Factory): """ A factory that produces a row that might be read from a sheet of measures as recognised by the :class:`measures.sheet_importers.MeasureSheetRow` importer. The factory references a MeasureFactory to do the production of an actual Measure, and then references the data produced by the MeasureFactory to build up a row of string values. The values are then built into a tuple in the order specified in the Explanation: Close the string literal with matching quote
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 0
| 2
| 911
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport random\nfrom typing import Optional\n\nimport factory\n\nfrom common.tests import factories\nfrom measures.sheet_importers import MeasureSheetRow\n\n\nclass MeasureSheetRowFactory(factory.Factory):\n \"\"\"\n A factory that produces a row that might be read from a sheet of measures as\n recognised by the :class:`measures.sheet_importers.MeasureSheetRow`\n importer.\n\n The factory references a MeasureFactory to do the production of an actual\n Measure, and then references the data produced by the MeasureFactory to\n build up a row of string values.\n\n The values are then built into a tuple in the order specified in the\n `MeasureSheetRow` importer.\n \"\"\"\n\n class Meta:\n model = tuple\n exclude = [\"measure\"]\n\n measure = factory.SubFactory(factories.MeasureFactory)\n\n item_id = factory.SelfAttribute(\"measure.goods_nomenclature.item_id\")\n measure_type_description =\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport random\nfrom typing import Optional\n\nimport factory\n\nfrom common.tests import factories\nfrom measures.sheet_importers import MeasureSheetRow\n\n\nclass MeasureSheetRowFactory(factory.Factory):\n \"\"\"\n A factory that produces a row that might be read from a sheet of measures as\n recognised by the :class:`measures.sheet_importers.MeasureSheetRow`\n importer.\n\n The factory references a MeasureFactory to do the production of an actual\n Measure, and then references the data produced by the MeasureFactory to\n build up a row of string values.\n\n The values are then built into a tuple in the order specified in the\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ed3e5d031590d8e6dff347577131d013386c5855
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from abc import ABC, abstractmethod import collections import pandas as pd from autoscalingsim.utils.error_check import ErrorChecker class Correlator(ABC): _Registry = {} @abstractmethod def _compute_correlation(self, metrics_vals_1 : pd.Series, metrics_vals_2 : pd.Series, lag : int): pass def __init__(self, config : dict): history_buffer_size_raw = ErrorChecker.key_check_and_load('history_buffer_size', config, self.__class__.__name__) history_buffer_size_value = ErrorChecker.key_check_and_load('value', history_buffer_size_raw, self.__class__.__name__) history_buffer_size_unit = ErrorChecker.key_check_and_load('unit', history_buffer_size_raw, self.__class__.__name__) self.history_buffer_size = pd.Timedelta(history_buffer_size_value, unit = history_buffer_size_unit) max_time_lag_raw = ErrorChecker.key_check_and_load('max_time_lag', config, self.__class__.__name__) max_time_lag_value = ErrorChecker.key_check_and_load('value', max_time_lag_raw, self.__class__.__name__) max_time_lag_unit = ErrorChecker.key_check_and_load('unit', max_time_lag_raw, self.__class__.__name__) self.max_time_lag = pd.Timedelta(max_time_lag_value, unit = max_time_lag_unit) self.associated_service_metric_vals = pd.DataFrame() self.other_service_metric_vals = collections.defaultdict(pd.DataFrame) ... [6 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 7 has no indented body Block at line 12 has no indented body Block at line 16 has no indented body Invalid syntax at line 32: ... [6 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
|
oop
|
debugging
|
Pythoncode:Python
| 2
| 1
| 1,448
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom abc import ABC, abstractmethod\nimport collections\nimport pandas as pd\n\nfrom autoscalingsim.utils.error_check import ErrorChecker\n\nclass Correlator(ABC):\n\n _Registry = {}\n\n @abstractmethod\n def _compute_correlation(self, metrics_vals_1 : pd.Series, metrics_vals_2 : pd.Series, lag : int):\n\n pass\n\n def __init__(self, config : dict):\n\n history_buffer_size_raw = ErrorChecker.key_check_and_load('history_buffer_size', config, self.__class__.__name__)\n history_buffer_size_value = ErrorChecker.key_check_and_load('value', history_buffer_size_raw, self.__class__.__name__)\n history_buffer_size_unit = ErrorChecker.key_check_and_load('unit', history_buffer_size_raw, self.__class__.__name__)\n self.history_buffer_size = pd.Timedelta(history_buffer_size_value, unit = history_buffer_size_unit)\n\n max_time_lag_raw = ErrorChecker.key_check_and_load('max_time_lag', config, self.__class__.__name__)\n max_time_lag_value = ErrorChecker.key_check_and_load('value', max_time_lag_raw, self.__class__.__name__)\n max_time_lag_unit = ErrorChecker.key_check_and_load('unit', max_time_lag_raw, self.__class__.__name__)\n self.max_time_lag = pd.Timedelta(max_time_lag_value, unit = max_time_lag_unit)\n\n self.associated_service_metric_vals = pd.DataFrame()\n self.other_service_metric_vals = collections.defaultdict(pd.DataFrame)\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 7 has no indented body\n Block at line 12 has no indented body\n Block at line 16 has no indented body\n Invalid syntax at line 32: ... [6 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
ed3e7f550a07ae5965b40bbbda69660ec272d2cf
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import sys import logging from seglossbias.utils import mkdir, setup_logging from seglossbias.engine import default_argument_parser, load_config, DefaultTester logger = logging.getLogger(__name__) def setup(args): cfg = load_config(args) mkdir(cfg.OUTPUT_DIR) setup_logging(output_dir=cfg.OUTPUT_DIR) return cfg def main(): args = default_argument_parser().parse_args() cfg = setup(args) logger.info("Launch command : ") logger.info(" ".join(sys.argv)) tester = DefaultTester(cfg) tester.test() if __name__ == "__main__": main()
|
Functions: setup, main This code demonstrates Pythoncode:Python programming.
|
intermediate
|
testing
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 581
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport sys\nimport logging\n\nfrom seglossbias.utils import mkdir, setup_logging\nfrom seglossbias.engine import default_argument_parser, load_config, DefaultTester\n\nlogger = logging.getLogger(__name__)\n\n\ndef setup(args):\n cfg = load_config(args)\n mkdir(cfg.OUTPUT_DIR)\n setup_logging(output_dir=cfg.OUTPUT_DIR)\n return cfg\n\n\ndef main():\n args = default_argument_parser().parse_args()\n cfg = setup(args)\n logger.info(\"Launch command : \")\n logger.info(\" \".join(sys.argv))\n tester = DefaultTester(cfg)\n tester.test()\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Functions: setup, main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed3f22bc9cd6901491dd74a1964aa19636812550
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- from ..tre_elements import TREExtension, TREElement __classification__ = "UNCLASSIFIED" __author__ = "Thomas McCullough" class RECORD(TREElement): def __init__(self, value): super(RECORD, self).__init__() self.add_field('ENGLN', 'd', 2, value) self.add_field('ENGLBL', 's', self.ENGLN, value) self.add_field('ENGMTXC', 'd', 4, value) self.add_field('ENGMTXR', 'd', 4, value) self.add_field('ENGTYP', 's', 1, value) self.add_field('ENGDTS', 'd', 1, value) self.add_field('ENGDTU', 's', 2, value) self.add_field('ENGDATC', 'd', 8, value) self.add_field('ENGDATA', 'b', self.ENGDATC, value) class ENGRDAType(TREElement): def __init__(self, value): super(ENGRDAType, self).__init__() Error: IndentationError / Incomplete Function
|
Fixed Code: # -*- coding: utf-8 -*- from ..tre_elements import TREExtension, TREElement __classification__ = "UNCLASSIFIED" __author__ = "Thomas McCullough" class RECORD(TREElement): def __init__(self, value): super(RECORD, self).__init__() self.add_field('ENGLN', 'd', 2, value) self.add_field('ENGLBL', 's', self.ENGLN, value) self.add_field('ENGMTXC', 'd', 4, value) self.add_field('ENGMTXR', 'd', 4, value) self.add_field('ENGTYP', 's', 1, value) self.add_field('ENGDTS', 'd', 1, value) self.add_field('ENGDTU', 's', 2, value) self.add_field('ENGDATC', 'd', 8, value) Explanation: Complete the function '__init__' body and add missing return
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 2
| 3
| 806
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom ..tre_elements import TREExtension, TREElement\n\n__classification__ = \"UNCLASSIFIED\"\n__author__ = \"Thomas McCullough\"\n\n\n\nclass RECORD(TREElement):\n def __init__(self, value):\n super(RECORD, self).__init__()\n self.add_field('ENGLN', 'd', 2, value)\n self.add_field('ENGLBL', 's', self.ENGLN, value)\n self.add_field('ENGMTXC', 'd', 4, value)\n self.add_field('ENGMTXR', 'd', 4, value)\n self.add_field('ENGTYP', 's', 1, value)\n self.add_field('ENGDTS', 'd', 1, value)\n self.add_field('ENGDTU', 's', 2, value)\n self.add_field('ENGDATC', 'd', 8, value)\n self.add_field('ENGDATA', 'b', self.ENGDATC, value)\n\n\nclass ENGRDAType(TREElement):\n def __init__(self, value):\n super(ENGRDAType, self).__init__()\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\nfrom ..tre_elements import TREExtension, TREElement\n\n__classification__ = \"UNCLASSIFIED\"\n__author__ = \"Thomas McCullough\"\n\n\n\nclass RECORD(TREElement):\n def __init__(self, value):\n super(RECORD, self).__init__()\n self.add_field('ENGLN', 'd', 2, value)\n self.add_field('ENGLBL', 's', self.ENGLN, value)\n self.add_field('ENGMTXC', 'd', 4, value)\n self.add_field('ENGMTXR', 'd', 4, value)\n self.add_field('ENGTYP', 's', 1, value)\n self.add_field('ENGDTS', 'd', 1, value)\n self.add_field('ENGDTU', 's', 2, value)\n self.add_field('ENGDATC', 'd', 8, value)\n\n Explanation: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
ed3f423aba07bd3e0294dc5b518080a8998ed87f
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from jp_doodle import doodle_files def directory_usage(directory, epsilon=0.02): if not os.path.isdir(directory): return None ls = os.listdir(directory) result = {} total = 0.0 for fn in ls: path = os.path.join(directory, fn) try: usage = check_output(["du", "-s", path]) except Exception: pass else: usage = unicode(usage, "utf8") # py 3 Error: SyntaxError / EOF
|
Fixed Code: from jp_doodle import doodle_files def directory_usage(directory, epsilon=0.02): if not os.path.isdir(directory): return None ls = os.listdir(directory) result = {} total = 0.0 for fn in ls: path = os.path.join(directory, fn) try: usage = check_output(["du", "-s", path]) except Exception: pass else: usage = unicode(usage, "utf8") # py 3 [snum, sname] = usage.strip().split("\t") num = float(snum) total += num result[fn] = (path, num) final = {} Explanation: Complete the truncated code structure
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 436
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom jp_doodle import doodle_files\ndef directory_usage(directory, epsilon=0.02):\n if not os.path.isdir(directory):\n return None\n ls = os.listdir(directory)\n result = {}\n total = 0.0\n for fn in ls:\n path = os.path.join(directory, fn)\n try:\n usage = check_output([\"du\", \"-s\", path])\n except Exception:\n pass\n else:\n usage = unicode(usage, \"utf8\") # py 3\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom jp_doodle import doodle_files\ndef directory_usage(directory, epsilon=0.02):\n if not os.path.isdir(directory):\n return None\n ls = os.listdir(directory)\n result = {}\n total = 0.0\n for fn in ls:\n path = os.path.join(directory, fn)\n try:\n usage = check_output([\"du\", \"-s\", path])\n except Exception:\n pass\n else:\n usage = unicode(usage, \"utf8\") # py 3\n [snum, sname] = usage.strip().split(\"\\t\")\n num = float(snum)\n total += num\n result[fn] = (path, num)\n final = {}\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed402a46ff5fc00fad7e1376b1ab297b4013340b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # -*- coding:utf-8 -*- class Solution: def searchInsert(self, nums: List[int], target: int -> int: # exception case if not isinstance(nums, list) or len(nums) == 0: return 0 # main method: (loop) binary search of sorted list return self._searchInsert(nums, target) def _searchInsert(self, nums: List[int], target: int) -> int: start_index, end_index = 0, len(nums) - 1 insert_index = 0 while start_index <= end_index: cur_index = (end_index + start_index) >> 1 # current cursor cur_num = nums[cur_index] # cache variable if start_index == end_index: # border case: must decide the insert position now return start_index if (target <= cur_num) else (start_index + 1) if cur_num == target: # 1. hit the target return cur_index elif cur_num < target: # 2. go right start_index = cur_index + 1 # change interval insert_index = start_index # adjust the possible insert index else: # 3. go left end_index = cur_index - 1 # change interval insert_index = cur_index # adjust the possible insert index return insert_index def main(): # Example 1: Output: 2 # nums = [1, 3, 5, 6] # target = 5 # Example 2: Output: 1 # nums = [1, 3, 5, 6] # target = 2 # Example 3: Output: 4 # nums = [1,3,5,6] # target = 7 # Example 4: Output: 0 # nums = [1, 3, 5, 6] # target = 0 # Example 5: Output: 0 nums = [1, 3] target = 0 # init instance solution = Solution() # run & time start = time.process_time() ans = solution.searchInsert(nums, target) end = time.process_time() # show answer print('\nAnswer:') print(ans) # show time consumption print('Running Time: %.5f ms' % ((end - start) * 1000)) if __name__ == "__main__": sys.exit(main()) Error: SyntaxError: unmatched brackets
|
Fixed Code: #!/usr/bin/env python # -*- coding:utf-8 -*- class Solution: def searchInsert(self, nums: List[int], target: int) -> int: # exception case if not isinstance(nums, list) or len(nums) == 0: return 0 # main method: (loop) binary search of sorted list return self._searchInsert(nums, target) def _searchInsert(self, nums: List[int], target: int) -> int: start_index, end_index = 0, len(nums) - 1 insert_index = 0 while start_index <= end_index: cur_index = (end_index + start_index) >> 1 # current cursor cur_num = nums[cur_index] # cache variable if start_index == end_index: # border case: must decide the insert position now return start_index if (target <= cur_num) else (start_index + 1) if cur_num == target: # 1. hit the target return cur_index Explanation: Add missing ')' bracket at line 4
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 2,022
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding:utf-8 -*-\nclass Solution:\n def searchInsert(self, nums: List[int], target: int -> int:\n # exception case\n if not isinstance(nums, list) or len(nums) == 0:\n return 0\n # main method: (loop) binary search of sorted list\n return self._searchInsert(nums, target)\n\n def _searchInsert(self, nums: List[int], target: int) -> int:\n start_index, end_index = 0, len(nums) - 1\n insert_index = 0\n while start_index <= end_index:\n cur_index = (end_index + start_index) >> 1 # current cursor\n cur_num = nums[cur_index] # cache variable\n if start_index == end_index: # border case: must decide the insert position now\n return start_index if (target <= cur_num) else (start_index + 1)\n if cur_num == target: # 1. hit the target\n return cur_index\n elif cur_num < target: # 2. go right\n start_index = cur_index + 1 # change interval\n insert_index = start_index # adjust the possible insert index\n else: # 3. go left\n end_index = cur_index - 1 # change interval\n insert_index = cur_index # adjust the possible insert index\n return insert_index\n\n\ndef main():\n # Example 1: Output: 2\n # nums = [1, 3, 5, 6]\n # target = 5\n\n # Example 2: Output: 1\n # nums = [1, 3, 5, 6]\n # target = 2\n\n # Example 3: Output: 4\n # nums = [1,3,5,6]\n # target = 7\n\n # Example 4: Output: 0\n # nums = [1, 3, 5, 6]\n # target = 0\n\n # Example 5: Output: 0\n nums = [1, 3]\n target = 0\n\n # init instance\n solution = Solution()\n\n # run & time\n start = time.process_time()\n ans = solution.searchInsert(nums, target)\n end = time.process_time()\n\n # show answer\n print('\\nAnswer:')\n print(ans)\n\n # show time consumption\n print('Running Time: %.5f ms' % ((end - start) * 1000))\n\n\nif __name__ == \"__main__\":\n sys.exit(main())\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# -*- coding:utf-8 -*-\nclass Solution:\n def searchInsert(self, nums: List[int], target: int) -> int:\n # exception case\n if not isinstance(nums, list) or len(nums) == 0:\n return 0\n # main method: (loop) binary search of sorted list\n return self._searchInsert(nums, target)\n\n def _searchInsert(self, nums: List[int], target: int) -> int:\n start_index, end_index = 0, len(nums) - 1\n insert_index = 0\n while start_index <= end_index:\n cur_index = (end_index + start_index) >> 1 # current cursor\n cur_num = nums[cur_index] # cache variable\n if start_index == end_index: # border case: must decide the insert position now\n return start_index if (target <= cur_num) else (start_index + 1)\n if cur_num == target: # 1. hit the target\n return cur_index\n\n Explanation: Add missing ')' bracket at line 4"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
ed40391b29c9dd84fbde6dce8cec5a7ba2c96f0b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import requests url = 'https://64.103.26.61/api/contextaware/v1/maps/info/DevNetCampus/DevNetBuilding/DevNetZone' headers = {'Authorization': 'Basic bGVhcm5pbmc6bGVhcm5pbmc=='} response = requests.get(url, headers=headers, verify=False) responseString = response.text print(responseString)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 290
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport requests\nurl = 'https://64.103.26.61/api/contextaware/v1/maps/info/DevNetCampus/DevNetBuilding/DevNetZone'\nheaders = {'Authorization': 'Basic bGVhcm5pbmc6bGVhcm5pbmc=='}\nresponse = requests.get(url, headers=headers, verify=False)\nresponseString = response.text\nprint(responseString)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed4086f481b4822d573ede5f8a9108ee4da236b6
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import lldb from lldbsuite.test.decorators import * import lldbsuite.test.lldbtest as lldbtest import lldbsuite.test.lldbutil as lldbutil import os import unittest2 class TestSwiftOptimizedBoundGenericEnum(lldbtest.TestBase): mydir = lldbtest.TestBase.compute_mydir(__file__) @swiftTest def test(self): """Test the bound generic enum types in "optimized" code.""" self.build() target, process, thread, bkpt = lldbutil.run_to_source_breakpoint(self, 'break one', lldb.SBFileSpec('main.swift')) bkpt_two = target.BreakpointCreateBySourceRegex( 'break two', lldb.SBFileSpec('main.swift')) Error: SyntaxError / EOF
|
Fixed Code: import lldb from lldbsuite.test.decorators import * import lldbsuite.test.lldbtest as lldbtest import lldbsuite.test.lldbutil as lldbutil import os import unittest2 class TestSwiftOptimizedBoundGenericEnum(lldbtest.TestBase): mydir = lldbtest.TestBase.compute_mydir(__file__) @swiftTest def test(self): """Test the bound generic enum types in "optimized" code.""" self.build() target, process, thread, bkpt = lldbutil.run_to_source_breakpoint(self, 'break one', lldb.SBFileSpec('main.swift')) bkpt_two = target.BreakpointCreateBySourceRegex( 'break two', lldb.SBFileSpec('main.swift')) Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 657
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport lldb\nfrom lldbsuite.test.decorators import *\nimport lldbsuite.test.lldbtest as lldbtest\nimport lldbsuite.test.lldbutil as lldbutil\nimport os\nimport unittest2\n\n\nclass TestSwiftOptimizedBoundGenericEnum(lldbtest.TestBase):\n\n mydir = lldbtest.TestBase.compute_mydir(__file__)\n\n @swiftTest\n def test(self):\n \"\"\"Test the bound generic enum types in \"optimized\" code.\"\"\"\n self.build()\n target, process, thread, bkpt = lldbutil.run_to_source_breakpoint(self,\n 'break one', lldb.SBFileSpec('main.swift'))\n bkpt_two = target.BreakpointCreateBySourceRegex(\n 'break two', lldb.SBFileSpec('main.swift'))\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport lldb\nfrom lldbsuite.test.decorators import *\nimport lldbsuite.test.lldbtest as lldbtest\nimport lldbsuite.test.lldbutil as lldbutil\nimport os\nimport unittest2\n\n\nclass TestSwiftOptimizedBoundGenericEnum(lldbtest.TestBase):\n\n mydir = lldbtest.TestBase.compute_mydir(__file__)\n\n @swiftTest\n def test(self):\n \"\"\"Test the bound generic enum types in \"optimized\" code.\"\"\"\n self.build()\n target, process, thread, bkpt = lldbutil.run_to_source_breakpoint(self,\n 'break one', lldb.SBFileSpec('main.swift'))\n bkpt_two = target.BreakpointCreateBySourceRegex(\n 'break two', lldb.SBFileSpec('main.swift'))\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed4193bd5735a5283b0caa027d333560a4c2793c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #Copyright 2017 Tim Wentlau. #Distributed under the MIT License. See LICENSE in root of project. def init_plugin(config, manager): from kervi.plugin.routing.kervi_io.mq_router import KerviIORouterPlugin return KerviIORouterPlugin(config, manager) def plugin_type(): return "routing"
|
Functions: init_plugin, plugin_type This code demonstrates Pythoncode:Python programming.
|
intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 2
| 0
| 296
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#Copyright 2017 Tim Wentlau.\n#Distributed under the MIT License. See LICENSE in root of project.\n\ndef init_plugin(config, manager):\n from kervi.plugin.routing.kervi_io.mq_router import KerviIORouterPlugin\n return KerviIORouterPlugin(config, manager)\n\ndef plugin_type():\n return \"routing\""}, {"role": "assistant", "content": " Functions: init_plugin, plugin_type\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed4253185dfabd501835c1030a3d60a0f1a59215
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """ Code for wrapping the motion primitive action in an object. """ from __future__ import division from __future__ import absolute_import import attr import numpy as np from bc_gym_planning_env.utilities.serialize import Serializable @attr.s(cmp=False) class Action(Serializable): """ Object representing an 'action' - a motion primitive to execute in the environment """ VERSION = 1 command = attr.ib(type=np.ndarray) @classmethod def from_cmds(cls, wanted_linear_velocity_of_baselink, wanted_front_wheel_angle): return cls(command=np.array([wanted_linear_velocity_of_baselink, wanted_front_wheel_angle])) def __eq__(self, other): if not isinstance(other, Action): return False if (self.command != other.command).any(): return False return True def __ne__(self, other): return not self.__eq__(other)
|
Functions: from_cmds, __eq__, __ne__ Classes: Action This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 3
| 1
| 903
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\" Code for wrapping the motion primitive action in an object. \"\"\"\nfrom __future__ import division\nfrom __future__ import absolute_import\n\nimport attr\nimport numpy as np\n\nfrom bc_gym_planning_env.utilities.serialize import Serializable\n\n\n@attr.s(cmp=False)\nclass Action(Serializable):\n \"\"\" Object representing an 'action' - a motion primitive to execute in the environment \"\"\"\n VERSION = 1\n command = attr.ib(type=np.ndarray)\n\n @classmethod\n def from_cmds(cls, wanted_linear_velocity_of_baselink, wanted_front_wheel_angle):\n return cls(command=np.array([wanted_linear_velocity_of_baselink, wanted_front_wheel_angle]))\n\n def __eq__(self, other):\n if not isinstance(other, Action):\n return False\n\n if (self.command != other.command).any():\n return False\n\n return True\n\n def __ne__(self, other):\n return not self.__eq__(other)"}, {"role": "assistant", "content": " Functions: from_cmds, __eq__, __ne__\n Classes: Action\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed42d7a8a9a02745abd1180b0c82d5235e6a3711
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import matplotlib.pyplot as plt import pandas as pd import math import numpy as np from scipy import stats import seaborn as sns data = pd.read_csv("data/500-4.txt", sep="\t") # example1 = data[data["SIM_TIME"] == 500] simulations = 500 simtimes = [5, 50, 150, 500, 1000] # for i in [1, 2, 4]: # data = pd.read_csv(f"data/500-{i}.txt", sep="\t") # example = data[data["SIM_TIME"] == simtime] rhos = [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.975] print("DONE") print("\n START MEAN, STDEV, CONF INT") data = pd.read_csv(f"data/500-2.txt", sep="\t") example = data[data["SIM_TIME"] == 150] example1 = data[data["SIM_TIME"] == 500] ex = example[example['RHO'] == 0.1]['AVG_WAIT'] ex2 = example1[example1['RHO'] == 0.1]['AVG_WAIT'] ex_9 = example[example['RHO'] == 0.9]['AVG_WAIT'] ex2_9 = example1[example1['RHO'] == 0.9]['AVG_WAIT'] print("\nMEAN 150, 500, rho 0.1, rho 0.9") print(ex.mean(), ex2.mean()) print(ex_9.mean(), ex2_9.mean()) print("\nSTDEV 150, 500, rho 0.1, rho 0.9") print(ex.std(), ex2.std()) print(ex_9.std(), ex2_9.std()) fig = plt.figure(facecolor='w') ax = fig.add_subplot(111, facecolor='whitesmoke', axisbelow=True) ax.hist(ex_9, bins = 100, alpha=0.8, color = 'cornflowerblue', label="Simtime=150") ax.hist(ex2_9, bins = 100, alpha = 0.5, color='springgreen', label="Simtime=500") # sns.displot(ex_9,) # sns.displot(ex2_9) ax.set_xlabel('Mean waiting time / time unit', fontsize=12) ax.set_ylabel('Density', fontsize=12) ax.set_title('Distribution mean waiting time', fontsize = 14) ax.yaxis.set_tick_params(length=0) ax.xaxis.set_tick_params(length=0) ax.grid(b=True, which='major', c='w', lw=2, ls='-') legend = ax.legend() legend.get_frame().set_alpha(0.5) for spine in ('top', 'right', 'bottom', 'left'): ax.spines[spine].set_visible(False) plt.savefig("plots/histogram-150-500-01.png", dpi=300) plt.show()
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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machine_learning
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refactoring
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Pythoncode:Python
| 0
| 0
| 1,863
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport matplotlib.pyplot as plt\nimport pandas as pd\nimport math\nimport numpy as np\nfrom scipy import stats\nimport seaborn as sns\n\ndata = pd.read_csv(\"data/500-4.txt\", sep=\"\\t\")\n\n# example1 = data[data[\"SIM_TIME\"] == 500]\n\nsimulations = 500\nsimtimes = [5, 50, 150, 500, 1000]\n\n# for i in [1, 2, 4]:\n# data = pd.read_csv(f\"data/500-{i}.txt\", sep=\"\\t\")\n# example = data[data[\"SIM_TIME\"] == simtime]\n\n\nrhos = [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.975]\n\n\nprint(\"DONE\")\n\nprint(\"\\n START MEAN, STDEV, CONF INT\")\n\ndata = pd.read_csv(f\"data/500-2.txt\", sep=\"\\t\")\nexample = data[data[\"SIM_TIME\"] == 150]\nexample1 = data[data[\"SIM_TIME\"] == 500]\nex = example[example['RHO'] == 0.1]['AVG_WAIT']\nex2 = example1[example1['RHO'] == 0.1]['AVG_WAIT']\nex_9 = example[example['RHO'] == 0.9]['AVG_WAIT']\nex2_9 = example1[example1['RHO'] == 0.9]['AVG_WAIT']\n\nprint(\"\\nMEAN 150, 500, rho 0.1, rho 0.9\")\nprint(ex.mean(), ex2.mean())\nprint(ex_9.mean(), ex2_9.mean())\nprint(\"\\nSTDEV 150, 500, rho 0.1, rho 0.9\")\nprint(ex.std(), ex2.std())\nprint(ex_9.std(), ex2_9.std())\n\nfig = plt.figure(facecolor='w')\nax = fig.add_subplot(111, facecolor='whitesmoke', axisbelow=True)\nax.hist(ex_9, bins = 100, alpha=0.8, color = 'cornflowerblue', label=\"Simtime=150\")\nax.hist(ex2_9, bins = 100, alpha = 0.5, color='springgreen', label=\"Simtime=500\")\n# sns.displot(ex_9,)\n# sns.displot(ex2_9)\nax.set_xlabel('Mean waiting time / time unit', fontsize=12)\nax.set_ylabel('Density', fontsize=12)\nax.set_title('Distribution mean waiting time', fontsize = 14)\nax.yaxis.set_tick_params(length=0)\nax.xaxis.set_tick_params(length=0)\nax.grid(b=True, which='major', c='w', lw=2, ls='-')\nlegend = ax.legend()\nlegend.get_frame().set_alpha(0.5)\nfor spine in ('top', 'right', 'bottom', 'left'):\n ax.spines[spine].set_visible(False)\n\nplt.savefig(\"plots/histogram-150-500-01.png\", dpi=300)\nplt.show()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed42fcb801fa38e9585e0b02fe9fd71eff57af66
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: n = int(input()) conf_set = [] for _ in range(n): conf_set.append(tuple(map(int, input().split()))) conf_set.sort(key=lambda x : (x[1], x[0])) # 끝나는 시간을 기준으로 정렬 # 시작과 종료가 같은 경우를 포함하기 위해선, 시작 시간도 오름차순으로 정렬해 줘야 한다 solution_list = [conf_set[0]] # Greedy Algorithm
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for conf in conf_set[1:]: last_conf = solution_list[-1] _, last_end_time = last_conf new_start_time, _ = conf # 정렬된 회의의 list의 마지막 값의 시작 시간과, 정답 list 마지막의 종료 시간을 비교한다 if new_start_time >= last_end_time: solution_list.append(conf) print(len(solution_list))
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intermediate
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general
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code_completion
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Pythoncode:Python
| 0
| 0
| 558
| false
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nn = int(input())\n\nconf_set = []\n\nfor _ in range(n):\n conf_set.append(tuple(map(int, input().split())))\nconf_set.sort(key=lambda x : (x[1], x[0]))\n# \ub05d\ub098\ub294 \uc2dc\uac04\uc744 \uae30\uc900\uc73c\ub85c \uc815\ub82c\n# \uc2dc\uc791\uacfc \uc885\ub8cc\uac00 \uac19\uc740 \uacbd\uc6b0\ub97c \ud3ec\ud568\ud558\uae30 \uc704\ud574\uc120, \uc2dc\uc791 \uc2dc\uac04\ub3c4 \uc624\ub984\ucc28\uc21c\uc73c\ub85c \uc815\ub82c\ud574 \uc918\uc57c \ud55c\ub2e4\n\nsolution_list = [conf_set[0]]\n\n# Greedy Algorithm"}, {"role": "assistant", "content": "\nfor conf in conf_set[1:]:\n last_conf = solution_list[-1]\n _, last_end_time = last_conf\n new_start_time, _ = conf\n \n # \uc815\ub82c\ub41c \ud68c\uc758\uc758 list\uc758 \ub9c8\uc9c0\ub9c9 \uac12\uc758 \uc2dc\uc791 \uc2dc\uac04\uacfc, \uc815\ub2f5 list \ub9c8\uc9c0\ub9c9\uc758 \uc885\ub8cc \uc2dc\uac04\uc744 \ube44\uad50\ud55c\ub2e4\n if new_start_time >= last_end_time:\n solution_list.append(conf)\n\nprint(len(solution_list))"}]
| false
| null | null | null |
ed4391eec6c0ca45d66a840d1a081ef7d248ea7e
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import web from social_core.actions import do_auth, do_complete, do_disconnect from .utils import psa, load_strategy, load_strategy urls = ( r'/login/(?P<backend>[^/]+)/?', 'auth', r'/complete/(?P<backend>[^/]+)/?', 'complete', r'/disconnect/(?P<backend>[^/]+)/?', 'disconnect', r'/disconnect/(?P<backend>[^/]+)/(?P<association_id>\d+)/?', 'disconnect', ) class BaseViewClass(object): def __init__(self, *args, **kwargs): self.session = web.web_session method = web.ctx.method == 'POST' and 'post' or 'get' self.strategy = load_strategy() self.data = web.input(_method=method) self.backend = None self._user = None super(BaseViewClass, self).__init__(*args, **kwargs) def get_current_user(self): if not hasattr(self, '_user'): if self.session.get('logged_in'): self._user = self.strategy.get_user( self.session.get('user_id') ) else: self._user = None return self._user def login_user(self, user): self.session['logged_in'] = True self.session['user_id'] = user.id class auth(BaseViewClass): def GET(self, backend): return self._auth(backend) def POST(self, backend): return self._auth(backend)
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@psa('/complete/%(backend)s/') def _auth(self, backend): return do_auth(self.backend) class complete(BaseViewClass): def GET(self, backend, *args, **kwargs): return self._complete(backend, *args, **kwargs) def POST(self, backend, *args, **kwargs): return self._complete(backend, *args, **kwargs) @psa('/complete/%(backend)s/') def _complete(self, backend, *args, **kwargs): return do_complete( self.backend, login=lambda backend, user, social_user: self.login_user(user), user=self.get_current_user(), *args, **kwargs ) class disconnect(BaseViewClass): @psa() def POST(self, backend, association_id=None): return do_disconnect(self.backend, self.get_current_user(), association_id) app_social = web.application(urls, locals())
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advanced
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ui
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code_completion
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Pythoncode:Python
| 10
| 4
| 2,219
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport web\n\nfrom social_core.actions import do_auth, do_complete, do_disconnect\n\nfrom .utils import psa, load_strategy, load_strategy\n\n\nurls = (\n r'/login/(?P<backend>[^/]+)/?', 'auth',\n r'/complete/(?P<backend>[^/]+)/?', 'complete',\n r'/disconnect/(?P<backend>[^/]+)/?', 'disconnect',\n r'/disconnect/(?P<backend>[^/]+)/(?P<association_id>\\d+)/?', 'disconnect',\n)\n\n\nclass BaseViewClass(object):\n def __init__(self, *args, **kwargs):\n self.session = web.web_session\n method = web.ctx.method == 'POST' and 'post' or 'get'\n self.strategy = load_strategy()\n self.data = web.input(_method=method)\n self.backend = None\n self._user = None\n super(BaseViewClass, self).__init__(*args, **kwargs)\n\n def get_current_user(self):\n if not hasattr(self, '_user'):\n if self.session.get('logged_in'):\n self._user = self.strategy.get_user(\n self.session.get('user_id')\n )\n else:\n self._user = None\n return self._user\n\n def login_user(self, user):\n self.session['logged_in'] = True\n self.session['user_id'] = user.id\n\n\nclass auth(BaseViewClass):\n def GET(self, backend):\n return self._auth(backend)\n\n def POST(self, backend):\n return self._auth(backend)"}, {"role": "assistant", "content": "\n\n @psa('/complete/%(backend)s/')\n def _auth(self, backend):\n return do_auth(self.backend)\n\n\nclass complete(BaseViewClass):\n def GET(self, backend, *args, **kwargs):\n return self._complete(backend, *args, **kwargs)\n\n def POST(self, backend, *args, **kwargs):\n return self._complete(backend, *args, **kwargs)\n\n @psa('/complete/%(backend)s/')\n def _complete(self, backend, *args, **kwargs):\n return do_complete(\n self.backend,\n login=lambda backend, user, social_user: self.login_user(user),\n user=self.get_current_user(), *args, **kwargs\n )\n\n\nclass disconnect(BaseViewClass):\n @psa()\n def POST(self, backend, association_id=None):\n return do_disconnect(self.backend, self.get_current_user(),\n association_id)\n\n\napp_social = web.application(urls, locals())"}]
| false
| null | null | null |
ed4408c93538d9f83abe75060897c6705abd216b
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import os import logging import yaml from schema import Use, Schema, SchemaError, Optional class InvalidConfig(Exception): pass class MissingConfig(Exception): pass default_config = { 'logging': 30, 'migrate_from_0_3_2': True } schema = Schema({ 'stellar_url': Use(str), 'url': Use(str), 'project_name': Use(str), 'tracked_databases': [Use(str)], Optional('logging'): int, Optional('migrate_from_0_3_2'): bool }) def get_config_path(): current_directory = os.getcwd() while True: try: with open( os.path.join(current_directory, 'stellar.yaml'), 'rb' ) as fp: return os.path.join(current_directory, 'stellar.yaml') except IOError: pass current_directory = os.path.abspath( os.path.join(current_directory, '..') ) if current_directory == '/': return None def load_config(): config = {} stellar_config_env = os.getenv('STELLAR_CONFIG') if stellar_config_env: if os.path.exists(stellar_config_env): config = yaml.safe_load(open(stellar_config_env)) else: current_directory = os.getcwd() while True: try: with open( os.path.join(current_directory, 'stellar.yaml'), 'rb' ) as fp: config = yaml.safe_load(fp) break except IOError: pass if current_directory == '/': break current_directory = os.path.abspath( os.path.join(current_directory, '..') ) if not config: raise MissingConfig() for k, v in default_config.items(): if k not in config: config[k] = v try: return schema.validate(config) except SchemaError as e: raise InvalidConfig(e) def save_config(config): logging.getLogger(__name__).debug('save_config()') with open(get_config_path(), "w") as fp: yaml.dump(config, fp)
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Code Review: ⚠️ Code quality: Unexpected indentation at line 16 Unexpected indentation at line 17 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 31 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 43 Unexpected indentation at line 44 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 83 Unexpected indentation at line 89 Empty except block - handle exceptions properly Empty except block - handle exceptions properly ✨ Improvements: Add docstring to class 'InvalidConfig' Add docstring to class 'MissingConfig' Add docstring to function 'load_config'
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advanced
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database
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code_review
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Pythoncode:Python
| 3
| 2
| 2,133
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\nimport logging\nimport yaml\nfrom schema import Use, Schema, SchemaError, Optional\n\n\nclass InvalidConfig(Exception):\n pass\n\n\nclass MissingConfig(Exception):\n pass\n\n\ndefault_config = {\n 'logging': 30,\n 'migrate_from_0_3_2': True\n}\nschema = Schema({\n 'stellar_url': Use(str),\n 'url': Use(str),\n 'project_name': Use(str),\n 'tracked_databases': [Use(str)],\n Optional('logging'): int,\n Optional('migrate_from_0_3_2'): bool\n})\n\n\ndef get_config_path():\n current_directory = os.getcwd()\n while True:\n try:\n with open(\n os.path.join(current_directory, 'stellar.yaml'),\n 'rb'\n ) as fp:\n return os.path.join(current_directory, 'stellar.yaml')\n except IOError:\n pass\n\n current_directory = os.path.abspath(\n os.path.join(current_directory, '..')\n )\n if current_directory == '/':\n return None\n\n\ndef load_config():\n config = {}\n stellar_config_env = os.getenv('STELLAR_CONFIG')\n if stellar_config_env:\n if os.path.exists(stellar_config_env):\n config = yaml.safe_load(open(stellar_config_env))\n else:\n current_directory = os.getcwd()\n while True:\n try:\n with open(\n os.path.join(current_directory, 'stellar.yaml'),\n 'rb'\n ) as fp:\n config = yaml.safe_load(fp)\n break\n except IOError:\n pass\n\n if current_directory == '/':\n break\n\n current_directory = os.path.abspath(\n os.path.join(current_directory, '..')\n )\n\n if not config:\n raise MissingConfig()\n\n for k, v in default_config.items():\n if k not in config:\n config[k] = v\n\n try:\n return schema.validate(config)\n except SchemaError as e:\n raise InvalidConfig(e)\n\n\ndef save_config(config):\n logging.getLogger(__name__).debug('save_config()')\n with open(get_config_path(), \"w\") as fp:\n yaml.dump(config, fp)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 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 31\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 43\n Unexpected indentation at line 44\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 83\n Unexpected indentation at line 89\n Empty except block - handle exceptions properly\n Empty except block - handle exceptions properly\n\n\u2728 Improvements:\n Add docstring to class 'InvalidConfig'\n Add docstring to class 'MissingConfig'\n Add docstring to function 'load_config'"}]
| false
| null | null | null |
ed4409f82d978378f6be973493d164c3f3a747dd
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright 2021 Carnegie Mellon University (Peter Wu) # Apache 2.0 (http://www.apache.org/licenses/LICENSE-2.0) import argp import os import random
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Syntax Analysis:
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beginner
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api
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syntax_repair
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Pythoncode:Python
| 0
| 0
| 178
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\n# Copyright 2021 Carnegie Mellon University (Peter Wu)\n# Apache 2.0 (http://www.apache.org/licenses/LICENSE-2.0)\n\n\nimport argp\nimport os\nimport random"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
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syntax
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BROKEN_INDENTATION
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MEDIUM
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ed446ef71ae2d9e250f77adc4d3e36a498ecb373
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # -*- coding: utf-8 -*- class FeatureProcessingOptions(object): def __init__(self,fps): #The idea with this attribute is that functions will check if they are #in this list. If they are then they can display some sort of popup that #clarifies how they are working. # #No functions actually use this yet. It is just a place holder. # #An example of this might be: # 'morphology.length' # s self.functions_to_explain = [] #This indicates that, where possible, code should attempt to replicate #the errors and inconsistencies present in the way that the Schafer lab #computed features. This can be useful for ensuring that we are able to #compute features in the same way that they did. # #NOTE: There are a few instances where this is not supported such that #the behavior will not match even if this value is set to True. self.mimic_old_behaviour = True self.locomotion = LocomotionOptions(fps) self.posture = PostureOptions(fps) #TODO: Implement this #This is not yet implemented. The idea is to support not #computing certain features. We might also allow disabling certain #groups of feature. self.features_to_ignore = [] def should_compute_feature(self,feature_name,worm_features): """ """ #TODO: Implement this ... return True def disable_contour_features(self): """ Contour features: """ #see self.features_to_ignore contour_dependent_features = [\ 'morphology.width', 'morphology.area', 'morphology.area_per_length', 'morphology.width_per_length', 'posture.eccentricity'] self.features_to_ignore = list(set(self.features_to_ignore + contour_dependent_features)) def disable_feature_sections(self,section_names): """ This can be used to disable processing of features by section (see the options available below) Modifies 'features_to_ignore' Parameters ---------- section_names : list[str] Options are: - morphology - locomotion - posture - path Examples -------- fpo.disable_feature_sections(['morphology']) fpo.disable_feature_sections(['morphology','locomotion']) """ new_ignores = [] f = IgnorableFeatures() for section in section_names: new_ignores.extend(getattr(f,section)) self.features_to_ignore = list(set(self.features_to_ignore + new_ignores)) ... [17 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 36 Invalid syntax at line 90: ... [17 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 37 Unexpected indentation at line 39 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 45 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 57 Unexpected indentation at line 60 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 65 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 80 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 84 Unexpected indentation at line 86 ✨ Improvements: Complete the expression on the last line Add closing quote at line 36 Review syntax near the error location
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advanced
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database
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code_review
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Pythoncode:Python
| 4
| 1
| 2,950
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass FeatureProcessingOptions(object):\n \n def __init__(self,fps): \n \n #The idea with this attribute is that functions will check if they are\n #in this list. If they are then they can display some sort of popup that\n #clarifies how they are working.\n #\n #No functions actually use this yet. It is just a place holder.\n # \n #An example of this might be:\n # 'morphology.length'\n # s\n self.functions_to_explain = []\n \n #This indicates that, where possible, code should attempt to replicate\n #the errors and inconsistencies present in the way that the Schafer lab\n #computed features. This can be useful for ensuring that we are able to\n #compute features in the same way that they did.\n #\n #NOTE: There are a few instances where this is not supported such that\n #the behavior will not match even if this value is set to True.\n self.mimic_old_behaviour = True\n \n self.locomotion = LocomotionOptions(fps)\n self.posture = PostureOptions(fps)\n \n #TODO: Implement this\n #This is not yet implemented. The idea is to support not \n #computing certain features. We might also allow disabling certain \n #groups of feature.\n self.features_to_ignore = []\n \n def should_compute_feature(self,feature_name,worm_features):\n \"\"\"\n \n \"\"\" \n \n #TODO: Implement this ... \n return True\n \n def disable_contour_features(self):\n \"\"\"\n Contour features:\n \n \"\"\"\n #see self.features_to_ignore\n contour_dependent_features = [\\\n 'morphology.width',\n 'morphology.area',\n 'morphology.area_per_length',\n 'morphology.width_per_length',\n 'posture.eccentricity']\n \n self.features_to_ignore = list(set(self.features_to_ignore + contour_dependent_features)) \n \n def disable_feature_sections(self,section_names):\n \"\"\"\n \n This can be used to disable processing of features by section (see the\n options available below)\n \n Modifies 'features_to_ignore'\n \n Parameters\n ----------\n section_names : list[str]\n Options are:\n - morphology\n - locomotion\n - posture\n - path\n \n Examples\n --------\n fpo.disable_feature_sections(['morphology'])\n \n fpo.disable_feature_sections(['morphology','locomotion'])\n \n \"\"\"\n new_ignores = []\n f = IgnorableFeatures()\n for section in section_names:\n new_ignores.extend(getattr(f,section))\n \n self.features_to_ignore = list(set(self.features_to_ignore + new_ignores))\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 36\n Invalid syntax at line 90: ... [17 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 37\n Unexpected indentation at line 39\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 45\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n Unexpected indentation at line 60\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 65\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 80\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 84\n Unexpected indentation at line 86\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 36\n Review syntax near the error location"}]
| false
| null | null | null |
ed44cdd790149a7a7aba7ae668b2598d57504c5a
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: #from .sync_external_routes import SyncExternalRoutes #from .sync_network_slivers import SyncNetworkSlivers #from .sync_networks import SyncNetworks #from .sync_network_deployments import SyncNetworkDeployments #from .sync_site_privileges import SyncSitePrivilege #from .sync_slice_memberships import SyncSliceMemberships #from .sync_slices import SyncSlices #from .sync_sliver_ips import SyncSliverIps #from .sync_slivers import SyncSlivers #from .sync_users import SyncUsers #from .sync_roles import SyncRoles #from .sync_nodes import SyncNodes #from .sync_images import SyncImages #from .garbage_collector import GarbageCollector
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Code Review: Code looks good! Consider edge cases Add comprehensive tests
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intermediate
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general
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code_review
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Pythoncode:Python
| 0
| 0
| 634
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n#from .sync_external_routes import SyncExternalRoutes\n#from .sync_network_slivers import SyncNetworkSlivers\n#from .sync_networks import SyncNetworks\n#from .sync_network_deployments import SyncNetworkDeployments\n#from .sync_site_privileges import SyncSitePrivilege\n#from .sync_slice_memberships import SyncSliceMemberships\n#from .sync_slices import SyncSlices\n#from .sync_sliver_ips import SyncSliverIps\n#from .sync_slivers import SyncSlivers\n#from .sync_users import SyncUsers\n#from .sync_roles import SyncRoles\n#from .sync_nodes import SyncNodes\n#from .sync_images import SyncImages\n#from .garbage_collector import GarbageCollector"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
ed44fdb0f01181ea268ba486b1d64620229b6b81
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import geojson import pytest from napari_geojson import write_shapes ellipse = [[[0, 0], [0, 5], [5, 5], [5, 0]], "ellipse", "Polygon"] line = [[[0, 0], [5, 5]], "line", "LineString"] polygon = [[[0, 0], [5, 5], [0, 10]], "polygon", "Polygon"] polyline = [[[0, 0], [5, 5], [0, 10]], "path", "LineString"] rectangle = [[[0, 0], [0, 5], [5, 5], [5, 0]], "rectangle", "Polygon"] sample_shapes = [ellipse, line, polygon, polyline, rectangle] sample_shapes_ids = ["ellipse", "line", "polygon", "polyline", "rectangle"] @pytest.mark.parametrize( "coords,shape_type,expected", sample_shapes, ids=sample_shapes_ids ) def test_write_each_shape( make_napari_viewer, tmp_path, coords, shape_type, expected ): # noqa E501 """Writer writes a shapes layer as GeoJSON.""" fname = str(tmp_path / "sample.geojson") viewer = make_napari_viewer() shapes_layer = viewer.add_shapes(coords, shape_type=shape_type) # shape was written assert len(shapes_layer.data) == 1 data, meta, _ = shapes_layer.as_layer_data_tuple() write_shapes(fname, data, meta) # read back with open(fname) as fp: collection = geojson.load(fp) geom = collection["geometries"][0] assert geom.type == expected
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Code Review: ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 20 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 Unexpected indentation at line 30 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 36 Potential division by zero - add validation
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intermediate
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testing
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code_review
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Pythoncode:Python
| 1
| 0
| 1,240
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport geojson\nimport pytest\n\nfrom napari_geojson import write_shapes\n\nellipse = [[[0, 0], [0, 5], [5, 5], [5, 0]], \"ellipse\", \"Polygon\"]\nline = [[[0, 0], [5, 5]], \"line\", \"LineString\"]\npolygon = [[[0, 0], [5, 5], [0, 10]], \"polygon\", \"Polygon\"]\npolyline = [[[0, 0], [5, 5], [0, 10]], \"path\", \"LineString\"]\nrectangle = [[[0, 0], [0, 5], [5, 5], [5, 0]], \"rectangle\", \"Polygon\"]\n\nsample_shapes = [ellipse, line, polygon, polyline, rectangle]\nsample_shapes_ids = [\"ellipse\", \"line\", \"polygon\", \"polyline\", \"rectangle\"]\n\n\n@pytest.mark.parametrize(\n \"coords,shape_type,expected\", sample_shapes, ids=sample_shapes_ids\n)\ndef test_write_each_shape(\n make_napari_viewer, tmp_path, coords, shape_type, expected\n): # noqa E501\n \"\"\"Writer writes a shapes layer as GeoJSON.\"\"\"\n fname = str(tmp_path / \"sample.geojson\")\n viewer = make_napari_viewer()\n shapes_layer = viewer.add_shapes(coords, shape_type=shape_type)\n # shape was written\n assert len(shapes_layer.data) == 1\n\n data, meta, _ = shapes_layer.as_layer_data_tuple()\n write_shapes(fname, data, meta)\n\n # read back\n with open(fname) as fp:\n collection = geojson.load(fp)\n geom = collection[\"geometries\"][0]\n assert geom.type == expected"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 20\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 Unexpected indentation at line 30\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Potential division by zero - add validation"}]
| false
| null | null | null |
ed45225f06a1a8cadf577895bd9772f8a5fae7c7
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: class Solution: def findLUSlength(self, a: str, b: str) -> int: return -1 if a == b else max(len(a), len(b))
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Code Review: ✨ Improvements: Add docstring to class 'Solution' Code looks good! Consider edge cases Add comprehensive tests
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beginner
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oop
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code_review
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Pythoncode:Python
| 1
| 1
| 115
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass Solution:\n def findLUSlength(self, a: str, b: str) -> int:\n return -1 if a == b else max(len(a), len(b))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u2728 Improvements:\n Add docstring to class 'Solution'\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
ed45fdb6ca6f0aa4bd602cf9c46a5336b5f100f3
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 from collections import defaultdict import numpy as np from pgmpy.base import UndirectedGraph from pgmpy.factors import factor_product class ClusterGraph(UndirectedGraph): r""" Base class for representing Cluster Graph. Cluster graph is an undirected graph which is associated with a subset of variables. The graph contains undirected edges that connects clusters whose scopes have a non-empty intersection. Formally, a cluster graph is :math:`\mathcal{U}` for a set of factors :math:`\Phi` over :math:`\mathcal{X}` is an undirected graph, each of whose nodes :math:`i` is associated with a subset :math:`C_i \subseteq X`. A cluster graph must be family-preserving - each factor :math:`\phi \in \Phi` must be associated with a cluster C, denoted :math:`\alpha(\phi)`, such that :math:`Scope[\phi] \subseteq C_i`. Each edge between a pair of clusters :math:`C_i` and :math:`C_j` is associated with a sepset :math:`S_{i,j} \subseteq C_i \cap C_j`. Parameters ---------- data: input graph Data to initialize graph. If data=None (default) an empty graph is created. The data is an edge list Examples -------- Create an empty ClusterGraph with no nodes and no edges >>> from pgmpy.models import ClusterGraph >>> G = ClusterGraph() G can be grown by adding clique nodes. **Nodes:** Add a tuple (or list or set) of nodes as single clique node. >>> G.add_node(('a', 'b', 'c')) >>> G.add_nodes_from([('a', 'b'), ('a', 'b', 'c')]) **Edges:** G can also be grown by adding edges. >>> G.add_edge(('a', 'b', 'c'), ('a', 'b')) or a list of edges >>> G.add_edges_from([(('a', 'b', 'c'), ('a', 'b')), ... (('a', 'b', 'c'), ('a', 'c'))]) """ def __init__(self, ebunch=None): super(ClusterGraph, self).__init__() if ebunch == True: self.add_edges_from(ebunch) self.factors = [] def add_node(self, node, **kwargs): """ Add a single node to the cluster graph. Parameters ---------- node: node A node should be a collection of nodes forming a clique. It can be a list, set or tuple of nodes Examples -------- >>> from pgmpy.models import ClusterGraph >>> G = ClusterGraph() >>> G.add_node(('a', 'b', 'c')) """ if not isinstance(node, (list, set, tuple)): raise TypeError( "Node can only be a list, set or tuple of nodes forming a clique" ) node = tuple(node) super(ClusterGraph, self).add_node(node, **kwargs) ... [9 more functiondefs truncated] ...
|
Error Analysis: Error Type: WRONG_COMPARISON Error: WRONG_COMPARISON Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 12 • Invalid syntax at line 88: ... [9 more functiondefs truncated] ... Fix: Use "is/is not" for None, avoid explicit True comparison
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advanced
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database
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error_detection
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Pythoncode:Python
| 2
| 1
| 2,747
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nfrom collections import defaultdict\n\nimport numpy as np\n\nfrom pgmpy.base import UndirectedGraph\nfrom pgmpy.factors import factor_product\n\n\nclass ClusterGraph(UndirectedGraph):\n r\"\"\"\n Base class for representing Cluster Graph.\n\n Cluster graph is an undirected graph which is associated with a subset of variables. The graph contains undirected\n edges that connects clusters whose scopes have a non-empty intersection.\n\n Formally, a cluster graph is :math:`\\mathcal{U}` for a set of factors :math:`\\Phi` over :math:`\\mathcal{X}` is an\n undirected graph, each of whose nodes :math:`i` is associated with a subset :math:`C_i \\subseteq X`. A cluster\n graph must be family-preserving - each factor :math:`\\phi \\in \\Phi` must be associated with a cluster C, denoted\n :math:`\\alpha(\\phi)`, such that :math:`Scope[\\phi] \\subseteq C_i`. Each edge between a pair of clusters :math:`C_i`\n and :math:`C_j` is associated with a sepset :math:`S_{i,j} \\subseteq C_i \\cap C_j`.\n\n Parameters\n ----------\n data: input graph\n Data to initialize graph. If data=None (default) an empty graph is created. The data is an edge list\n\n Examples\n --------\n Create an empty ClusterGraph with no nodes and no edges\n\n >>> from pgmpy.models import ClusterGraph\n >>> G = ClusterGraph()\n\n G can be grown by adding clique nodes.\n\n **Nodes:**\n\n Add a tuple (or list or set) of nodes as single clique node.\n\n >>> G.add_node(('a', 'b', 'c'))\n >>> G.add_nodes_from([('a', 'b'), ('a', 'b', 'c')])\n\n **Edges:**\n\n G can also be grown by adding edges.\n\n >>> G.add_edge(('a', 'b', 'c'), ('a', 'b'))\n\n or a list of edges\n\n >>> G.add_edges_from([(('a', 'b', 'c'), ('a', 'b')),\n ... (('a', 'b', 'c'), ('a', 'c'))])\n \"\"\"\n\n def __init__(self, ebunch=None):\n super(ClusterGraph, self).__init__()\n if ebunch == True:\n self.add_edges_from(ebunch)\n self.factors = []\n\n def add_node(self, node, **kwargs):\n \"\"\"\n Add a single node to the cluster graph.\n\n Parameters\n ----------\n node: node\n A node should be a collection of nodes forming a clique. It can be\n a list, set or tuple of nodes\n\n Examples\n --------\n >>> from pgmpy.models import ClusterGraph\n >>> G = ClusterGraph()\n >>> G.add_node(('a', 'b', 'c'))\n \"\"\"\n if not isinstance(node, (list, set, tuple)):\n raise TypeError(\n \"Node can only be a list, set or tuple of nodes forming a clique\"\n )\n\n node = tuple(node)\n super(ClusterGraph, self).add_node(node, **kwargs)\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Error: WRONG_COMPARISON\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 12\n \u2022 Invalid syntax at line 88: ... [9 more functiondefs truncated] ...\n\n\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
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logical
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WRONG_COMPARISON
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LOW
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ed487e9bb61e7b47c76c3fe0f4b895d4d0e7a7e7
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: from PySide6.QtWidgets import QListWidgetItem from yapsy.IPlugin import IPlugin class Plugin(IPlugin): def __init__(self): IPlugin.__init__(self) def activate(self): IPlugin.activate(self) return def deactivate(self): IPlugin.deactivate(self) def set_current_window(self, editor): self.editor_ = editor self.ctx.register_command('commands_list', self.show_commands_window, None, False) self.ctx.bind_key('Alt+X', 'commands_list') def show_commands_window(self, ctx): self.commands_ = ctx.get_commands() self.content_window_ = cw = ctx.create_list_content_window() self.list_widget_ = l = cw.list_widget_ self.text_edit_ = t = cw.text_edit_ self.list_items_ = [] f_c = self.ctx.get_theme_def_color('default', 'foreground') b_c = self.ctx.get_theme_def_color('default', 'background') for cmd in self.commands_: item = QListWidgetItem(cmd, l) item.setForeground(f_c) item.setBackground(b_c) self.list_items_.append(item) t.returnPressed.connect(self.execute_command) l.itemDoubleClicked[QListWidgetItem].connect(self.execute_command) self.content_window_.select_first_visible_item() cw.show() def execute_command(self): self.item_double_clicked(self.list_widget_.currentItem()) def item_double_clicked(self, item): self.ctx.run_command(item.text())
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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ui
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refactoring
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Pythoncode:Python
| 7
| 1
| 1,474
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom PySide6.QtWidgets import QListWidgetItem\r\n\r\nfrom yapsy.IPlugin import IPlugin\r\n\r\n\r\nclass Plugin(IPlugin):\r\n\r\n def __init__(self):\r\n IPlugin.__init__(self)\r\n\r\n def activate(self):\r\n IPlugin.activate(self)\r\n return\r\n\r\n def deactivate(self):\r\n IPlugin.deactivate(self)\r\n\r\n def set_current_window(self, editor):\r\n self.editor_ = editor\r\n\r\n self.ctx.register_command('commands_list', self.show_commands_window, None,\r\n False)\r\n self.ctx.bind_key('Alt+X', 'commands_list')\r\n\r\n def show_commands_window(self, ctx):\r\n self.commands_ = ctx.get_commands()\r\n\r\n self.content_window_ = cw = ctx.create_list_content_window()\r\n\r\n self.list_widget_ = l = cw.list_widget_\r\n self.text_edit_ = t = cw.text_edit_\r\n\r\n self.list_items_ = []\r\n\r\n f_c = self.ctx.get_theme_def_color('default', 'foreground')\r\n b_c = self.ctx.get_theme_def_color('default', 'background')\r\n\r\n for cmd in self.commands_:\r\n item = QListWidgetItem(cmd, l)\r\n item.setForeground(f_c)\r\n item.setBackground(b_c)\r\n\r\n self.list_items_.append(item)\r\n\r\n t.returnPressed.connect(self.execute_command)\r\n l.itemDoubleClicked[QListWidgetItem].connect(self.execute_command)\r\n\r\n self.content_window_.select_first_visible_item()\r\n\r\n cw.show()\r\n\r\n def execute_command(self):\r\n self.item_double_clicked(self.list_widget_.currentItem())\r\n\r\n def item_double_clicked(self, item):\r\n self.ctx.run_command(item.text())"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed48aebeb275b2b66a2ca1e46510e44f4c833499
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: """Helpers for the Broadlink remote.""" from base64 import b64decode from homeassistant.helpers import config_validation as cv def decode_packet(value): """Decode a data packet given for a Broadlink remote.""" value = cv.string(value) extra = len(value) % 4 if extra > 0: value = value + ("=" * (4 - extra)) return b64decode(value def format_mac(mac): """Format a MAC address.""" return ":".join([format(octet, "02x") for octet in mac])
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Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 13 - expected ')' • SyntaxError: '(' was never closed at line 13 Fixes: • Add closing ')' bracket • Review code syntax
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intermediate
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database
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syntax_repair
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Pythoncode:Python
| 2
| 0
| 477
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"Helpers for the Broadlink remote.\"\"\"\n\nfrom base64 import b64decode\n\nfrom homeassistant.helpers import config_validation as cv\n\ndef decode_packet(value):\n \"\"\"Decode a data packet given for a Broadlink remote.\"\"\"\n value = cv.string(value)\n extra = len(value) % 4\n if extra > 0:\n value = value + (\"=\" * (4 - extra))\n return b64decode(value\n\ndef format_mac(mac):\n \"\"\"Format a MAC address.\"\"\"\n return \":\".join([format(octet, \"02x\") for octet in mac])"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 13 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 13\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
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syntax
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MISSING_BRACKETS
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MEDIUM
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ed493a7b9c217715b159a3e6f8cf67b68a3aa7f3
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python # -*- coding: utf-8 -*- # Author: illuz <iilluzen[at]gmail.com> # File: AC_dp_n2.py # Create Date: 2015-04-21 10:21:18 # Usage: AC_dp_n2.py # Descripton: class Solution: # @param s, a string # @param dict, a set of string # @return a boolean def wordBreak(self, s, dict): n = len(s) dp = [False] * (n + 1) dp[0] = True for i in range(n): if dp[i]: for word in dict: j = len(word) if i + j <= n and s[i: i + j] == word: dp[i + j] = True return dp[n] # debug s = Solution( print s.wordBreak('a', ['a'])
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 27 - expected ')' • Block at line 7 has no indented body • SyntaxError: '(' was never closed at line 27 Fixes: • Add closing ')' bracket • Review code syntax
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advanced
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machine_learning
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syntax_repair
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Pythoncode:Python
| 1
| 1
| 691
| false
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python\n# -*- coding: utf-8 -*-\n# Author: illuz <iilluzen[at]gmail.com>\n# File: AC_dp_n2.py\n# Create Date: 2015-04-21 10:21:18\n# Usage: AC_dp_n2.py \n# Descripton: \n\n\nclass Solution:\n # @param s, a string\n # @param dict, a set of string\n # @return a boolean\n def wordBreak(self, s, dict):\n n = len(s)\n dp = [False] * (n + 1)\n dp[0] = True\n for i in range(n):\n if dp[i]:\n for word in dict:\n j = len(word)\n if i + j <= n and s[i: i + j] == word:\n dp[i + j] = True\n return dp[n]\n\n# debug\ns = Solution(\nprint s.wordBreak('a', ['a'])"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 27 - expected ')'\n \u2022 Block at line 7 has no indented body\n \u2022 SyntaxError: '(' was never closed at line 27\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
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MISSING_BRACKETS
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MEDIUM
|
ed49ab3c5d4f24945d71fc6987cac08699af6050
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os, inspect class KukaCamGymEnv(gym.Env): metadata = { 'render.modes': ['human', 'rgb_array'], 'video.frames_per_second' : 50 } def __init__(self, urdfRoot=pybullet_data.getDataPath(), actionRepeat=1, isEnableSelfCollision=True, renders=False, isDiscrete=False): self._timeStep = 1./240. self._urdfRoot = urdfRoot self._actionRepeat = actionRepeat self._isEnableSelfCollision = isEnableSelfCollision self._observation = [] self._envStepCounter = 0 self._renders = renders self._width = 341 self._height = 256 self._isDiscrete=isDiscrete self.terminated = 0 self._p = p if self._renders: cid = p.connect(p.SHARED_MEMORY) if (cid<0): p.connect(p.GUI) p.resetDebugVisualizerCamera(1.3,180,-41,[0.52,-0.2,-0.33]) else: p.connect(p.DIRECT) #timinglog = p.startStateLogging(p.STATE_LOGGING_PROFILE_TIMINGS, "kukaTimings.json") self._seed() self.reset() observationDim = len(self.getExtendedObservation()) #print("observationDim") #print(observationDim) observation_high = np.array([np.finfo(np.float32).max] * observationDim) if (self._isDiscrete): self.action_space = spaces.Discrete(7) else: action_dim = 3 self._action_bound = 1 action_high = np.array([self._action_bound] * action_dim) self.action_space = spaces.Box(-action_high, action_high) self.observation_space = spaces.Box(low=0, high=255, shape=(self._height, self._width, 4)) self.viewer = None def _reset(self): self.terminated = 0 p.resetSimulation() p.setPhysicsEngineParameter(numSolverIterations=150) p.setTimeStep(self._timeStep) p.loadURDF(os.path.join(self._urdfRoot,"plane.urdf"),[0,0,-1]) p.loadURDF(os.path.join(self._urdfRoot,"table/table.urdf"), 0.5000000,0.00000,-.820000,0.000000,0.000000,0.0,1.0) xpos = 0.5 +0.2*random.random() ypos = 0 +0.25*random.random() ang = 3.1415925438*random.random() orn = p.getQuaternionFromEuler([0,0,ang]) self.blockUid =p.loadURDF(os.path.join(self._urdfRoot,"block.urdf"), xpos,ypos,-0.1,orn[0],orn[1],orn[2],orn[3]) p.setGravity(0,0,-10) self._kuka = kuka.Kuka(urdfRootPath=self._urdfRoot, timeStep=self._timeStep) self._envStepCounter = 0 p.stepSimulation() self._observation = self.getExtendedObservation() return np.array(self._observation) def __del__(self): p.disconnect() def _seed(self, seed=None): self.np_random, seed = seeding.np_random(seed) return [seed] ... [6 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
ui
|
refactoring
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Pythoncode:Python
| 4
| 1
| 2,680
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os, inspect\nclass KukaCamGymEnv(gym.Env):\n metadata = {\n 'render.modes': ['human', 'rgb_array'],\n 'video.frames_per_second' : 50\n }\n\n def __init__(self,\n urdfRoot=pybullet_data.getDataPath(),\n actionRepeat=1,\n isEnableSelfCollision=True,\n renders=False,\n isDiscrete=False):\n self._timeStep = 1./240.\n self._urdfRoot = urdfRoot\n self._actionRepeat = actionRepeat\n self._isEnableSelfCollision = isEnableSelfCollision\n self._observation = []\n self._envStepCounter = 0\n self._renders = renders\n self._width = 341\n self._height = 256\n self._isDiscrete=isDiscrete\n self.terminated = 0\n self._p = p\n if self._renders:\n cid = p.connect(p.SHARED_MEMORY)\n if (cid<0):\n p.connect(p.GUI)\n p.resetDebugVisualizerCamera(1.3,180,-41,[0.52,-0.2,-0.33])\n else:\n p.connect(p.DIRECT)\n #timinglog = p.startStateLogging(p.STATE_LOGGING_PROFILE_TIMINGS, \"kukaTimings.json\")\n self._seed()\n self.reset()\n observationDim = len(self.getExtendedObservation())\n #print(\"observationDim\")\n #print(observationDim)\n\n observation_high = np.array([np.finfo(np.float32).max] * observationDim)\n if (self._isDiscrete):\n self.action_space = spaces.Discrete(7)\n else:\n action_dim = 3\n self._action_bound = 1\n action_high = np.array([self._action_bound] * action_dim)\n self.action_space = spaces.Box(-action_high, action_high)\n self.observation_space = spaces.Box(low=0, high=255, shape=(self._height, self._width, 4))\n self.viewer = None\n\n def _reset(self):\n self.terminated = 0\n p.resetSimulation()\n p.setPhysicsEngineParameter(numSolverIterations=150)\n p.setTimeStep(self._timeStep)\n p.loadURDF(os.path.join(self._urdfRoot,\"plane.urdf\"),[0,0,-1])\n\n p.loadURDF(os.path.join(self._urdfRoot,\"table/table.urdf\"), 0.5000000,0.00000,-.820000,0.000000,0.000000,0.0,1.0)\n\n xpos = 0.5 +0.2*random.random()\n ypos = 0 +0.25*random.random()\n ang = 3.1415925438*random.random()\n orn = p.getQuaternionFromEuler([0,0,ang])\n self.blockUid =p.loadURDF(os.path.join(self._urdfRoot,\"block.urdf\"), xpos,ypos,-0.1,orn[0],orn[1],orn[2],orn[3])\n\n p.setGravity(0,0,-10)\n self._kuka = kuka.Kuka(urdfRootPath=self._urdfRoot, timeStep=self._timeStep)\n self._envStepCounter = 0\n p.stepSimulation()\n self._observation = self.getExtendedObservation()\n return np.array(self._observation)\n\n def __del__(self):\n p.disconnect()\n\n def _seed(self, seed=None):\n self.np_random, seed = seeding.np_random(seed)\n return [seed]\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 |
ed49cff59f1ab26e4ca17666763624af983410cc
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # ------------------------------------------------------------------------------------------ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License (MIT). See LICENSE in the repo root for license information. # ------------------------------------------------------------------------------------------ # These tiling implementations are adapted from PANDA Kaggle solutions, for example: # https://github.com/kentaroy47/Kaggle-PANDA-1st-place-solution/blob/master/src/data_process/a00_save_tiles.py from typing import Any, Optional, Tuple import numpy as np def get_1d_padding(length: int, tile_size: int) -> Tuple[int, int]: """Computes symmetric padding for `length` to be divisible by `tile_size`.""" pad = (tile_size - length % tile_size) % tile_size return (pad // 2, pad - pad // 2) def pad_for_tiling_2d(array: np.ndarray, tile_size: int, channels_first: Optional[bool] = True, **pad_kwargs: Any) -> Tuple[np.ndarray, np.ndarray]: """Symmetrically pads a 2D `array` such that both d
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 21 • Block at line 6 has no indented body • SyntaxError: unterminated triple-quoted string literal (detected at line 21) at line 21 Fixes: • Add closing quote at line 21 • Review code syntax
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intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,074
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# ------------------------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License (MIT). See LICENSE in the repo root for license information.\n# ------------------------------------------------------------------------------------------\n\n# These tiling implementations are adapted from PANDA Kaggle solutions, for example:\n# https://github.com/kentaroy47/Kaggle-PANDA-1st-place-solution/blob/master/src/data_process/a00_save_tiles.py\nfrom typing import Any, Optional, Tuple\n\nimport numpy as np\n\n\ndef get_1d_padding(length: int, tile_size: int) -> Tuple[int, int]:\n \"\"\"Computes symmetric padding for `length` to be divisible by `tile_size`.\"\"\"\n pad = (tile_size - length % tile_size) % tile_size\n return (pad // 2, pad - pad // 2)\n\n\ndef pad_for_tiling_2d(array: np.ndarray, tile_size: int, channels_first: Optional[bool] = True,\n **pad_kwargs: Any) -> Tuple[np.ndarray, np.ndarray]:\n \"\"\"Symmetrically pads a 2D `array` such that both d"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 21\n \u2022 Block at line 6 has no indented body\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 21) at line 21\n\n Fixes:\n \u2022 Add closing quote at line 21\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
ed4a2840446404d2f282a8452d7b98f961fd5554
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from math import pi from numpy import array, ndarray, divide, sqrt, argsort, sort, diag, trace from numpy.linalg import eig, norm class HartreeFock(): zeta = array([38.474970, 5.782948, 1.242567, 0.298073]) num_aos = len(zeta) num_mos = 0 energy_tolerance = 0.0001; density_tolerance = 0.001 prev_energy = 0 prev_density = [] def __init__(self, num_elec): # Make sure we can pair electrons if num_elec % 2 != 0: raise Exception("Can't do a RHF with", num_elec, "electrons.") else: print("Restricted Hartree-Fock with", num_elec, "electron(s).") # We're RHF, so pair up spins in each molecular orbital self.num_mos = int(num_elec / 2) # Complete this line raise Exception("Can't create", self.num_mos, "molecular orbital(s) from", self.num_aos, "atomic orbital(s).") else: print(self.num_aos, "atomic orbital(s) and", self.num_mos, "molecular orbital(s).") print("Zeta: ", self.zeta) self.prev_density = ndarray(shape=(self.num_aos,self.num_aos),dtype=float, order='C') def one_electron_integrals(self): def overlap_kernel(zeta_i, zeta_j): return pow(pi / (zeta_i + zeta_j), 1.5) def kinetic_kernel(zeta_i, zeta_j): return 3 * pow(pi, 1.5) * (zeta_i * zeta_j) / pow(zeta_i + zeta_j, 2.5) def nucattr_kernel(zeta_i, zeta_j): return (-4 * pi) / (zeta_i + zeta_j) # Initialise our matrices overlap = ndarray(shape=(self.num_aos,self.num_aos), dtype=float, order='C') kinetic = ndarray(shape=(self.num_aos,self.num_aos), dtype=float, order='C') nucattr = ndarray(shape=(self.num_aos,self.num_aos), dtype=float, order='C') for i_ao in range(self.num_aos): for j_ao in range(self.num_aos): overlap[i_ao,j_ao] = overlap_kernel(self.zeta[i_ao], self.zeta[j_ao]) kinetic[i_ao,j_ao] = kinetic_kernel(self.zeta[i_ao], self.zeta[j_ao]) nucattr[i_ao,j_ao] = nucattr_kernel(self.zeta[i_ao], self.zeta[j_ao]) return overlap, kinetic, nucattr def two_electron_integrals(self): ... [9 more functiondefs truncated] ...
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The missing line is: if self.num_mos > self.num_aos:
|
advanced
|
database
|
fill_in_the_blank
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Pythoncode:Python
| 6
| 1
| 2,320
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom math import pi\r\nfrom numpy import array, ndarray, divide, sqrt, argsort, sort, diag, trace\r\nfrom numpy.linalg import eig, norm\r\n\r\nclass HartreeFock():\r\n\r\n zeta = array([38.474970, 5.782948, 1.242567, 0.298073])\r\n num_aos = len(zeta)\r\n num_mos = 0\r\n energy_tolerance = 0.0001; density_tolerance = 0.001\r\n prev_energy = 0\r\n prev_density = []\r\n\r\n def __init__(self, num_elec):\r\n\r\n # Make sure we can pair electrons\r\n if num_elec % 2 != 0:\r\n raise Exception(\"Can't do a RHF with\", num_elec, \"electrons.\")\r\n else:\r\n print(\"Restricted Hartree-Fock with\", num_elec, \"electron(s).\")\r\n\r\n # We're RHF, so pair up spins in each molecular orbital\r\n self.num_mos = int(num_elec / 2)\r\n\r\n # Complete this line\n raise Exception(\"Can't create\", self.num_mos, \"molecular orbital(s) from\", self.num_aos, \"atomic orbital(s).\")\r\n else:\r\n print(self.num_aos, \"atomic orbital(s) and\", self.num_mos, \"molecular orbital(s).\")\r\n print(\"Zeta: \", self.zeta)\r\n\r\n self.prev_density = ndarray(shape=(self.num_aos,self.num_aos),dtype=float, order='C')\r\n\r\n def one_electron_integrals(self):\r\n\r\n def overlap_kernel(zeta_i, zeta_j):\r\n return pow(pi / (zeta_i + zeta_j), 1.5)\r\n\r\n def kinetic_kernel(zeta_i, zeta_j):\r\n return 3 * pow(pi, 1.5) * (zeta_i * zeta_j) / pow(zeta_i + zeta_j, 2.5)\r\n\r\n def nucattr_kernel(zeta_i, zeta_j):\r\n return (-4 * pi) / (zeta_i + zeta_j)\r\n\r\n # Initialise our matrices\r\n overlap = ndarray(shape=(self.num_aos,self.num_aos), dtype=float, order='C')\r\n kinetic = ndarray(shape=(self.num_aos,self.num_aos), dtype=float, order='C')\r\n nucattr = ndarray(shape=(self.num_aos,self.num_aos), dtype=float, order='C')\r\n\r\n for i_ao in range(self.num_aos):\r\n for j_ao in range(self.num_aos):\r\n overlap[i_ao,j_ao] = overlap_kernel(self.zeta[i_ao], self.zeta[j_ao])\r\n kinetic[i_ao,j_ao] = kinetic_kernel(self.zeta[i_ao], self.zeta[j_ao])\r\n nucattr[i_ao,j_ao] = nucattr_kernel(self.zeta[i_ao], self.zeta[j_ao])\r\n\r\n return overlap, kinetic, nucattr\r\n\r\n def two_electron_integrals(self):\r\n\r\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n if self.num_mos > self.num_aos:"}]
| false
| null | null | null |
ed4a5900145229cd2e22ae9792f8a8881bfd83d3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding:utf-8 -*- from uiObject import uiObject # main入口 if __name__ == '__main__': Error: IndentationError / Expected indented block
|
Fixed Code: # -*- coding:utf-8 -*- from uiObject import uiObject # main入口 if __name__ == '__main__': ui = uiObject() ui.ui_process() Explanation: Add body to If block or use 'pass' statement
|
beginner
|
ui
|
error_fixing
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Pythoncode:Python
| 0
| 0
| 92
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding:utf-8 -*-\n\n\nfrom uiObject import uiObject\n\n# main\u5165\u53e3\nif __name__ == '__main__':\n\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding:utf-8 -*-\n\n\nfrom uiObject import uiObject\n\n# main\u5165\u53e3\nif __name__ == '__main__':\n\n ui = uiObject()\n ui.ui_process()\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
ed4a99de0c0a371040dd37f7fc6fad45e488b616
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.db import models from cloudinary.models import CloudinaryField # Create your models here. class Category(models.Model): name = models.CharField( max_length=200, null=False, blank=False ) def __str__(self): return self.name class Photo(models.Model): category = models.ForeignKey( Category, on_delete=models.SET_NULL, null=True, blank=True ) image = CloudinaryField('image', default='') description = models.TextField() def __str__(self): return self.description
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 2
| 2
| 524
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.db import models\nfrom cloudinary.models import CloudinaryField\n\n# Create your models here.\n\nclass Category(models.Model):\n name = models.CharField( max_length=200, null=False, blank=False ) \n\n def __str__(self):\n return self.name\n \nclass Photo(models.Model):\n category = models.ForeignKey( Category, on_delete=models.SET_NULL, null=True, blank=True )\n image = CloudinaryField('image', default='')\n description = models.TextField() \n\n def __str__(self):\n return self.description"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed4ce61eb4af04f3704ae96a5870d43583535a63
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import requests import json # import related models here from .models import CarDealer, DealerReview from requests.auth import HTTPBasicAuth import logging def get_request(url, api_key, **kwargs): print("GET from {}".format(url)) print(kwargs) try: if api_key is not None: response = requests.get(url, headers={'Content-Type': 'application/json'}, params=kwargs, auth=HTTPBasicAuth('apikey', api_key)) else: response = requests.get(url, headers={'Content-Type': 'application/json'}, params=kwargs) except: print("Network Error") status_code = response.status_code print("With status code {}".format(status_code)) json_data = json.loads(response.text) return json_data, status_code # Create a `post_request` to make HTTP POST requests # e.g., response = requests.post(url, params=kwargs, json=payload) def post_request(url, json_payload, **kwargs): print("Post to url: {} ".format(url)) print(kwargs) print(json_payload) response = requests.post(url, headers={'Content-Type': 'application/json'}, params=kwargs, json=json_payload) status_code = response.status_code print("With status code {}".format(status_code)) json_data = json.loads(response.text) return json_data, status_code # Create a get_dealers_from_cf method to get dealers from a cloud function ... [4 more functiondefs truncated] ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 10 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,421
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport requests\nimport json\n# import related models here\nfrom .models import CarDealer, DealerReview\nfrom requests.auth import HTTPBasicAuth\nimport logging\n\ndef get_request(url, api_key, **kwargs):\n print(\"GET from {}\".format(url))\n print(kwargs)\n try:\n if api_key is not None:\n response = requests.get(url, headers={'Content-Type': 'application/json'}, params=kwargs, auth=HTTPBasicAuth('apikey', api_key))\n else:\n response = requests.get(url, headers={'Content-Type': 'application/json'}, params=kwargs)\n except:\n print(\"Network Error\")\n status_code = response.status_code\n print(\"With status code {}\".format(status_code))\n json_data = json.loads(response.text)\n return json_data, status_code\n\n# Create a `post_request` to make HTTP POST requests\n# e.g., response = requests.post(url, params=kwargs, json=payload)\ndef post_request(url, json_payload, **kwargs):\n print(\"Post to url: {} \".format(url))\n print(kwargs)\n print(json_payload)\n response = requests.post(url, headers={'Content-Type': 'application/json'}, params=kwargs, json=json_payload)\n status_code = response.status_code\n print(\"With status code {}\".format(status_code))\n json_data = json.loads(response.text)\n return json_data, status_code\n\n# Create a get_dealers_from_cf method to get dealers from a cloud function\n\n ... [4 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 IndentationError at line 10\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
ed4d3cea76d6d1815b54c52a975d47ddfb5f8c99
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import logging from configparser import ConfigParser from sdk.data_uploader import DataUploader logging.basicConfig(level=logging.INFO) log = logging.getLogger() config = ConfigParser() config.read("config.ini") ##### # Datasets to be added to metadata API datasetData = { "title": "Test", "description": "Test data", "keywords": ["test"], "accessRights": "non-public", "objective": "Formålsbeskrivelse", "contactPoint": { "name": "Tim", "email": "tim@example.org", "phone": "12345678", }, "publisher": "Tim", } datasetVersionData = {"version": "6", "schema": {}, "transformation": {}} datasetVersionEditionData = { "edition": "2019-05-28T15:37:00+02:00", "description": "Data for one hour", "startTime": "2018-12-21T08:00:00+01:00", "endTime": "2018-12-21T09:00:00+01:00", } ###### # The dataset* variables are optional, if these are set in config.ini this script will # not run the relevant DataUploader function datasetId = config.get("dataUploader", "datasetId", fallback=None) datasetVersion = config.get("dataUploader", "datasetVersion", fallback=None) datasetVersionEdition = config.get( "dataUploader", "datasetVersionEdition", fallback=None ) upload = DataUploader(config) try: log.info("Uploading a file to S3") upload.login() if datasetId is None: upload.createDataset(datasetData) if datasetVersion is None: upload.createVersion(datasetVersionData) if datasetVersionEdition is None: upload.createEdition(datasetVersionEditionData) log.info(f"Dataset: {upload.datasetId}") log.info(f"Version: {upload.datasetVersion}") log.info(f"Edition: {upload.datasetVersionEdition}") if upload.upload("README.md"): log.info("Done... go brew some coffee") else: log.error("Could not upload file....") except Exception as e: log.exception(f">> Something went horrible wrong:\n{e}") # To upload with curl: cmd = upload.curl("tmp3.zip") # Max upload size for now is 5GB
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17
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intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 2,035
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport logging\nfrom configparser import ConfigParser\nfrom sdk.data_uploader import DataUploader\n\nlogging.basicConfig(level=logging.INFO)\nlog = logging.getLogger()\n\nconfig = ConfigParser()\nconfig.read(\"config.ini\")\n\n#####\n# Datasets to be added to metadata API\ndatasetData = {\n \"title\": \"Test\",\n \"description\": \"Test data\",\n \"keywords\": [\"test\"],\n \"accessRights\": \"non-public\",\n \"objective\": \"Form\u00e5lsbeskrivelse\",\n \"contactPoint\": {\n \"name\": \"Tim\",\n \"email\": \"tim@example.org\",\n \"phone\": \"12345678\",\n },\n \"publisher\": \"Tim\",\n}\ndatasetVersionData = {\"version\": \"6\", \"schema\": {}, \"transformation\": {}}\ndatasetVersionEditionData = {\n \"edition\": \"2019-05-28T15:37:00+02:00\",\n \"description\": \"Data for one hour\",\n \"startTime\": \"2018-12-21T08:00:00+01:00\",\n \"endTime\": \"2018-12-21T09:00:00+01:00\",\n}\n\n######\n# The dataset* variables are optional, if these are set in config.ini this script will\n# not run the relevant DataUploader function\ndatasetId = config.get(\"dataUploader\", \"datasetId\", fallback=None)\ndatasetVersion = config.get(\"dataUploader\", \"datasetVersion\", fallback=None)\ndatasetVersionEdition = config.get(\n \"dataUploader\", \"datasetVersionEdition\", fallback=None\n)\n\nupload = DataUploader(config)\ntry:\n log.info(\"Uploading a file to S3\")\n upload.login()\n if datasetId is None:\n upload.createDataset(datasetData)\n if datasetVersion is None:\n upload.createVersion(datasetVersionData)\n if datasetVersionEdition is None:\n upload.createEdition(datasetVersionEditionData)\n\n log.info(f\"Dataset: {upload.datasetId}\")\n log.info(f\"Version: {upload.datasetVersion}\")\n log.info(f\"Edition: {upload.datasetVersionEdition}\")\n\n if upload.upload(\"README.md\"):\n log.info(\"Done... go brew some coffee\")\n else:\n log.error(\"Could not upload file....\")\nexcept Exception as e:\n log.exception(f\">> Something went horrible wrong:\\n{e}\")\n\n# To upload with curl: cmd = upload.curl(\"tmp3.zip\")\n# Max upload size for now is 5GB"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17"}]
| false
| null | null | null |
ed4d8f444cbb7eba10514b86dbcd28fb80cd5824
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from mahjong.hand_calculating.hand import HandCalculator from mahjong.meld import Meld from mahjong.hand_calculating.hand_config import HandConfig, OptionalRules from mahjong.shanten import Shanten from mahjong.tile import TilesConverter ... [1 more functiondefs truncated] ...
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This code demonstrates Pythoncode:Python programming.
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intermediate
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 286
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom mahjong.hand_calculating.hand import HandCalculator\nfrom mahjong.meld import Meld\nfrom mahjong.hand_calculating.hand_config import HandConfig, OptionalRules\nfrom mahjong.shanten import Shanten\nfrom mahjong.tile import TilesConverter\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed4da4c3e62ea1a20080eade8fbb9743d55cdd88
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from ..base.mounter import MounterMixin, execute_mount class SolarisMounterMixin(MounterMixin): def _get_fstab_path(self): return "/etc/fstab" def _get_entry_format(self, entry): return entry.get_format_solaris() def mount_entry(self, entry): args = ["-F", entry.get_typename(), entry.get_fsname(), entry.get_dirname()] args.extend(self._format_options(entry)) execute_mount(args)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 3
| 1
| 436
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom ..base.mounter import MounterMixin, execute_mount\n\nclass SolarisMounterMixin(MounterMixin):\n def _get_fstab_path(self):\n return \"/etc/fstab\"\n\n def _get_entry_format(self, entry):\n return entry.get_format_solaris()\n\n def mount_entry(self, entry):\n args = [\"-F\", entry.get_typename(), entry.get_fsname(), entry.get_dirname()]\n args.extend(self._format_options(entry))\n execute_mount(args)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed4e6dc26f15763248de005c84025114cd89fa6c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # coding=utf-8 # *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from . import outputs class GetExternalNonContainerDatabaseResult: """ A collection of values returned by getExternalNonContainerDatabase. """ ... [24 more functiondefs truncated] ...
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Classes: GetExternalNonContainerDatabaseResult This code demonstrates Pythoncode:Python programming.
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advanced
|
database
|
code_explanation
|
Pythoncode:Python
| 0
| 1
| 536
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding=utf-8\n# *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. ***\n# *** Do not edit by hand unless you're certain you know what you are doing! ***\n\nimport warnings\nimport pulumi\nimport pulumi.runtime\nfrom typing import Any, Mapping, Optional, Sequence, Union, overload\nfrom .. import _utilities\nfrom . import outputs\n\nclass GetExternalNonContainerDatabaseResult:\n \"\"\"\n A collection of values returned by getExternalNonContainerDatabase.\n \"\"\"\n\n ... [24 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Classes: GetExternalNonContainerDatabaseResult\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed4edc151ca26cac5de8e4d708a84551964ac057
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from setuptools import setup from setuptools.command.install import install class PostInstallCommand(install): user_options = install.user_options + [ ('noservice', None, None), ] def initialize_options(self): install.initialize_options(self) self.noservice = None def finalize_options(self): install.finalize_options(self) def run(self): install.run(self) if not self.noservice: from xmediusmailrelayserver import console console.install_service(['--startup', 'auto', 'install']) setup( name='xmediusmailrelayserver', version='1.0.0', description='The Python module to be used to relay mail to different servers depending on patterns', long_description='See https://github.com/xmedius/xmedius-mailrelayserver for more information', url='https://github.com/xmedius/xmedius-mailrelayserver/', author='XMedius R&D', license='MIT', classifiers=[ 'Programming Language :: Python :: 3.6', 'Environment :: Win32 (MS Windows)', 'Operating System :: Microsoft :: Windows' ], cmdclass={ 'install': PostInstallCommand }, packages=['xmediusmailrelayserver'], package_data={'xmediusmailrelayserver': ['config.yml']}, install_requires=['pyyaml', 'aiosmtpd'], dependency_links=[] )
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Syntax Analysis: Fixes: • Add docstring to class 'PostInstallCommand'
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advanced
|
api
|
syntax_repair
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Pythoncode:Python
| 3
| 1
| 1,352
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom setuptools import setup\nfrom setuptools.command.install import install\n\nclass PostInstallCommand(install):\n user_options = install.user_options + [\n ('noservice', None, None),\n ]\n\n def initialize_options(self):\n install.initialize_options(self)\n self.noservice = None\n\n def finalize_options(self):\n install.finalize_options(self)\n\n def run(self):\n install.run(self)\n if not self.noservice:\n from xmediusmailrelayserver import console\n console.install_service(['--startup', 'auto', 'install'])\n\nsetup(\n name='xmediusmailrelayserver',\n version='1.0.0',\n description='The Python module to be used to relay mail to different servers depending on patterns',\n long_description='See https://github.com/xmedius/xmedius-mailrelayserver for more information',\n url='https://github.com/xmedius/xmedius-mailrelayserver/',\n author='XMedius R&D',\n license='MIT',\n classifiers=[\n 'Programming Language :: Python :: 3.6',\n'Environment :: Win32 (MS Windows)',\n 'Operating System :: Microsoft :: Windows'\n ],\n cmdclass={\n 'install': PostInstallCommand\n },\n packages=['xmediusmailrelayserver'],\n package_data={'xmediusmailrelayserver': ['config.yml']},\n install_requires=['pyyaml', 'aiosmtpd'],\n dependency_links=[]\n)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'PostInstallCommand'"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
ed4f8a612b9b05faf17087ad729a1b5925503103
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # 143. 重排链表 # 给定一个单链表 L：L0→L1→…→Ln-1→Ln ， # 将其重新排列后变为： L0→Ln→L1→Ln-1→L2→Ln-2→… # 你不能只是单纯的改变节点内部的值，而是需要实际的进行节点交换。 # 示例 1: # 给定链表 1->2->3->4, 重新排列为 1->4->2->3. # 示例 2: # 给定链表 1->2->3->4->5, 重新排列为 1->5->2->4->3. # Definition for singly-linked list. # class ListNode: # def __init__(self, x): # self.val = x # self.next = None # Definition for singly-linked list. # class ListNode: # def __init__(self, x): # self.val = x # self.next = None ## 整体上是交换，使用递归，先找到最后节点 ## 1 -》 2 -》 3 -》 4 -》 5 ## | | ## temp = 1.next == 2 ## 1.next = 4.next == 5 ## 4.next = None ## 1.next.next == 5.next = 2 ## now = 2 ## last = 3.next class Solution: def reorderList(self, head: ListNode) -> None: """
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Do not return anything, modify head in-place instead. """ if not head: return self.pre = head self.flag = True def test(node): if not node.next: # 如果 node.next 是 None，就不需要交换了 return test(node.next) if not self.flag: return if not self.pre.next: self.flag = False return if self.pre == node: self.flag = False return temp = self.pre.next self.pre.next = node.next self.pre.next.next = temp self.pre = temp node.next = None test(self.pre)
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advanced
|
testing
|
code_completion
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Pythoncode:Python
| 2
| 1
| 1,554
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# 143. \u91cd\u6392\u94fe\u8868\r\n# \u7ed9\u5b9a\u4e00\u4e2a\u5355\u94fe\u8868 L\uff1aL0\u2192L1\u2192\u2026\u2192Ln-1\u2192Ln \uff0c\r\n# \u5c06\u5176\u91cd\u65b0\u6392\u5217\u540e\u53d8\u4e3a\uff1a L0\u2192Ln\u2192L1\u2192Ln-1\u2192L2\u2192Ln-2\u2192\u2026\r\n\r\n# \u4f60\u4e0d\u80fd\u53ea\u662f\u5355\u7eaf\u7684\u6539\u53d8\u8282\u70b9\u5185\u90e8\u7684\u503c\uff0c\u800c\u662f\u9700\u8981\u5b9e\u9645\u7684\u8fdb\u884c\u8282\u70b9\u4ea4\u6362\u3002\r\n\r\n# \u793a\u4f8b 1:\r\n\r\n# \u7ed9\u5b9a\u94fe\u8868 1->2->3->4, \u91cd\u65b0\u6392\u5217\u4e3a 1->4->2->3.\r\n# \u793a\u4f8b 2:\r\n\r\n# \u7ed9\u5b9a\u94fe\u8868 1->2->3->4->5, \u91cd\u65b0\u6392\u5217\u4e3a 1->5->2->4->3.\r\n\r\n\r\n# Definition for singly-linked list.\r\n# class ListNode:\r\n# def __init__(self, x):\r\n# self.val = x\r\n# self.next = None\r\n\r\n# Definition for singly-linked list.\r\n# class ListNode:\r\n# def __init__(self, x):\r\n# self.val = x\r\n# self.next = None\r\n\r\n## \u6574\u4f53\u4e0a\u662f\u4ea4\u6362\uff0c\u4f7f\u7528\u9012\u5f52\uff0c\u5148\u627e\u5230\u6700\u540e\u8282\u70b9\r\n## 1 -\u300b 2 -\u300b 3 -\u300b 4 -\u300b 5\r\n## | |\r\n## temp = 1.next == 2\r\n## 1.next = 4.next == 5\r\n## 4.next = None\r\n## 1.next.next == 5.next = 2\r\n## now = 2\r\n## last = 3.next\r\nclass Solution:\r\n def reorderList(self, head: ListNode) -> None:\r\n \"\"\""}, {"role": "assistant", "content": "\n Do not return anything, modify head in-place instead.\r\n \"\"\"\r\n if not head:\r\n return\r\n self.pre = head\r\n self.flag = True\r\n def test(node):\r\n if not node.next: # \u5982\u679c node.next \u662f None\uff0c\u5c31\u4e0d\u9700\u8981\u4ea4\u6362\u4e86\r\n return\r\n test(node.next)\r\n if not self.flag:\r\n return\r\n \r\n if not self.pre.next:\r\n self.flag = False\r\n return \r\n if self.pre == node:\r\n self.flag = False\r\n return \r\n temp = self.pre.next\r\n self.pre.next = node.next\r\n self.pre.next.next = temp\r\n self.pre = temp\r\n node.next = None\r\n\r\n test(self.pre)"}]
| false
| null | null | null |
ed502bad0b09f0685ca1ff615fe9d8b7f8ad7287
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: #!/usr/bin/env python from CraftProtocol.NBT.NBTBase import NBTBase from CraftProtocol.NBT.NBTProvider import NBTProvider from CraftProtocol.StreamIO import StreamIO class NBTTagList(NBTBase): TYPE_ID = 0x09 def __init__(self, tag_type, values=None): NBTBase.__init__(self) if values is None: values = [] self._tag_type = tag_type self._values = list(values) def get(self): return self._values def get_tag_type(self): return self._tag_type def __getitem__(self, i): return self._values.__getitem__(i) def __setitem__(self, i, o): assert isinstance(o, self._tag_type), "value must be " + self._tag_type.__name__ self._values.__setitem__(i, o) def __delitem__(self, i): self._values.__delitem__(i) def __iter__(self): return self._values.__iter__() def __contains__(self, o): return self._values.__contains__(o) def __len__(self): return self._values.__len__() def append(self, x): assert isinstance(x, self._tag_type), "arg must be " + self._tag_type.__name__ self._values.append(x) def remove(self, x): assert isinstance(x, self._tag_type), "arg must be " + self._tag_type.__name__ self._values.remove(x) @staticmethod def write(stream, tag): StreamIO.write_ubyte(stream, tag.get_tag_type().TYPE_ID) StreamIO.write_int(stream, len(tag)) for i in tag: tag.get_tag_type().write(stream, i) @staticmethod def read(stream): tag_type_id = StreamIO.read_ubyte(stream) tag_type = NBTProvider.get_tag_class(tag_type_id) values = [] len = StreamIO.read_int(stream) for i in xrange(len - 1): values.append(tag_type.read(stream)) return NBTTagList(tag_type, values)
|
Logical Error Analysis: Error Type: OFF_BY_ONE Issue: Index or range is off by one Severity: MEDIUM Location: Line 71 Buggy code: for i in xrange(len - 1): Should be: for i in xrange(len): Explanation: Classic off-by-one error - will cause wrong iteration or index access Fix: Check loop bounds and array indices carefully
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advanced
|
testing
|
logical_errors
|
Pythoncode:Python
| 13
| 1
| 1,886
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\n#!/usr/bin/env python\n\nfrom CraftProtocol.NBT.NBTBase import NBTBase\nfrom CraftProtocol.NBT.NBTProvider import NBTProvider\nfrom CraftProtocol.StreamIO import StreamIO\n\n\nclass NBTTagList(NBTBase):\n TYPE_ID = 0x09\n\n def __init__(self, tag_type, values=None):\n NBTBase.__init__(self)\n\n if values is None:\n values = []\n\n self._tag_type = tag_type\n self._values = list(values)\n\n def get(self):\n return self._values\n\n def get_tag_type(self):\n return self._tag_type\n\n def __getitem__(self, i):\n return self._values.__getitem__(i)\n\n def __setitem__(self, i, o):\n assert isinstance(o, self._tag_type), \"value must be \" + self._tag_type.__name__\n\n self._values.__setitem__(i, o)\n\n def __delitem__(self, i):\n self._values.__delitem__(i)\n\n def __iter__(self):\n return self._values.__iter__()\n\n def __contains__(self, o):\n return self._values.__contains__(o)\n\n def __len__(self):\n return self._values.__len__()\n\n def append(self, x):\n assert isinstance(x, self._tag_type), \"arg must be \" + self._tag_type.__name__\n\n self._values.append(x)\n\n def remove(self, x):\n assert isinstance(x, self._tag_type), \"arg must be \" + self._tag_type.__name__\n\n self._values.remove(x)\n\n @staticmethod\n def write(stream, tag):\n StreamIO.write_ubyte(stream, tag.get_tag_type().TYPE_ID)\n StreamIO.write_int(stream, len(tag))\n\n for i in tag:\n tag.get_tag_type().write(stream, i)\n\n @staticmethod\n def read(stream):\n tag_type_id = StreamIO.read_ubyte(stream)\n tag_type = NBTProvider.get_tag_class(tag_type_id)\n values = []\n len = StreamIO.read_int(stream)\n\n for i in xrange(len - 1):\n values.append(tag_type.read(stream))\n\n return NBTTagList(tag_type, values)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: OFF_BY_ONE\n Issue: Index or range is off by one\n Severity: MEDIUM\n\n Location: Line 71\n\n Buggy code:\n for i in xrange(len - 1):\n\n Should be:\n for i in xrange(len):\n\n Explanation: Classic off-by-one error - will cause wrong iteration or index access\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
ed50775b4eac2d767b8b5f1e618533d64da3321f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # This program was generated by "Generative Art Synthesizer" # Generation date: 2021-11-28 09:21:40 UTC # GAS change date: 2021-11-28 09:20:21 UTC # GAS md5 hash: ad55481e87ca5a7e9a8e92cd336d1cad # Python version: 3.7.9 (tags/v3.7.9:13c94747c7, Aug 17 2020, 18:58:18) [MSC v.1900 64 bit (AMD64)] # For more information visit: https://github.com/volotat/GAS #import python libraries import os #OS version: default import numpy as np #Numpy version: 1.19.5 from PIL import Image #PIL version: 8.1.2 #set initial params def test_values(arr): if np.isnan(arr).any(): raise Exception('Array has None elements!') if np.amin(arr) < -1 or np.amax(arr) > 1: raise Exception('Values went to far! [ %.2f : %.2f ]'%(np.amin(arr), np.amax(arr)) ) return arr #define grid transformation methods def transit(x, t_indx, s_indx, alphas): res = x.copy() res[:,:,t_indx] = np.sum(x[:,:,s_indx] * alphas, axis = -1) return test_values(res.clip(-1,1)) def sin(x, t_indx, s_indx, scale = 1, shift = 0): res = x.copy() res[:,:,t_indx] = np.sin(x[:,:,s_indx] * 0.5 * np.pi * scale + shift) return test_values(res) def magnitude(x, t_indx, s_indx, ord = 2): res = x.copy() res[:,:,t_indx] = np.linalg.norm(x[:,:,s_indx], axis = -1, ord = ord) / np.sqrt(len(s_indx)) return test_values(res) def shift(x, t_indx, s_indx, shift): res = x.copy() if shift > 0: res[:,:,t_indx] = (-np.abs(((x[:,:,s_indx] + 1) / 2) ** (1 + shift) - 1) ** (1 / (1 + shift)) + 1) * 2 - 1 if shift < 0: res[:,:,t_indx] = np.abs((1 - (x[:,:,s_indx] + 1) / 2) ** (1 - shift) - 1) ** (1 / (1 - shift)) * 2 - 1 return test_values(res) def inverse(x, t_indx, s_indx): res = x.copy() res[:,:,t_indx] = -x[:,:,s_indx] return test_values(res) def smooth_max(x, t_indx, s1_indx, s2_indx, p = 10): res = x.copy() res[:,:,t_indx] = np.log((np.exp(x[:,:,s1_indx] * p) + np.exp(x[:,:,s2_indx] * p)) ** (1/p)) / 1.07 return test_values(res) def smooth_min(x, t_indx, s1_indx, s2_indx, p = 10): res = x.copy() res[:,:,t_indx] = -np.log((np.exp(-x[:,:,s1_indx] * p) + np.exp(-x[:,:,s2_indx] * p)) ** (1/p)) / 1.07 return test_values(res) def prod(x, t_indx, s_indx): res = x.copy() res[:,:,t_indx] = np.prod(x[:,:,s_indx], -1) return test_values(res) ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 9
| 0
| 2,431
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# This program was generated by \"Generative Art Synthesizer\" \n# Generation date: 2021-11-28 09:21:40 UTC \n# GAS change date: 2021-11-28 09:20:21 UTC \n# GAS md5 hash: ad55481e87ca5a7e9a8e92cd336d1cad \n# Python version: 3.7.9 (tags/v3.7.9:13c94747c7, Aug 17 2020, 18:58:18) [MSC v.1900 64 bit (AMD64)] \n# For more information visit: https://github.com/volotat/GAS\n\n#import python libraries \nimport os #OS version: default \nimport numpy as np #Numpy version: 1.19.5 \nfrom PIL import Image #PIL version: 8.1.2 \n\n#set initial params\ndef test_values(arr):\n if np.isnan(arr).any():\n raise Exception('Array has None elements!') \n \n if np.amin(arr) < -1 or np.amax(arr) > 1:\n raise Exception('Values went to far! [ %.2f : %.2f ]'%(np.amin(arr), np.amax(arr)) ) \n \n return arr\n\n#define grid transformation methods\n\ndef transit(x, t_indx, s_indx, alphas):\n res = x.copy()\n res[:,:,t_indx] = np.sum(x[:,:,s_indx] * alphas, axis = -1)\n return test_values(res.clip(-1,1)) \n\ndef sin(x, t_indx, s_indx, scale = 1, shift = 0): \n res = x.copy()\n res[:,:,t_indx] = np.sin(x[:,:,s_indx] * 0.5 * np.pi * scale + shift)\n return test_values(res) \n\ndef magnitude(x, t_indx, s_indx, ord = 2): \n res = x.copy()\n res[:,:,t_indx] = np.linalg.norm(x[:,:,s_indx], axis = -1, ord = ord) / np.sqrt(len(s_indx))\n return test_values(res) \n\ndef shift(x, t_indx, s_indx, shift):\n res = x.copy()\n if shift > 0: res[:,:,t_indx] = (-np.abs(((x[:,:,s_indx] + 1) / 2) ** (1 + shift) - 1) ** (1 / (1 + shift)) + 1) * 2 - 1\n if shift < 0: res[:,:,t_indx] = np.abs((1 - (x[:,:,s_indx] + 1) / 2) ** (1 - shift) - 1) ** (1 / (1 - shift)) * 2 - 1 \n return test_values(res) \n\ndef inverse(x, t_indx, s_indx): \n res = x.copy()\n res[:,:,t_indx] = -x[:,:,s_indx] \n return test_values(res) \n\ndef smooth_max(x, t_indx, s1_indx, s2_indx, p = 10): \n res = x.copy()\n res[:,:,t_indx] = np.log((np.exp(x[:,:,s1_indx] * p) + np.exp(x[:,:,s2_indx] * p)) ** (1/p)) / 1.07\n return test_values(res) \n\ndef smooth_min(x, t_indx, s1_indx, s2_indx, p = 10): \n res = x.copy()\n res[:,:,t_indx] = -np.log((np.exp(-x[:,:,s1_indx] * p) + np.exp(-x[:,:,s2_indx] * p)) ** (1/p)) / 1.07\n return test_values(res) \n\ndef prod(x, t_indx, s_indx):\n res = x.copy()\n res[:,:,t_indx] = np.prod(x[:,:,s_indx], -1)\n return test_values(res) \n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed5085f9be9c98ff85fd3851495ed53a851d06cd
|
TheStack--python--000.parquet
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Review this Pythoncode:Python code: #!/usr/bin/env python """Get vocabulary coutings from transformed corpora samples.""" from onmt.utils.logging import init_logger from onmt.utils.misc import set_random_seed, check_path from onmt.utils.parse import ArgumentParser from onmt.opts import dynamic_prepare_opts from onmt.inputters.corpus import build_vocab from onmt.transforms import make_transforms, get_transforms_cls def build_vocab_main(opts): """Apply transforms to samples of specified data and build vocab from it. Transforms that need vocab will be disabled in this. Built vocab is saved in plain text format as following and can be pass as `-src_vocab` (and `-tgt_vocab`) when training: ``` <tok_0>\t<count_0> <tok_1>\t<count_1> ``` """ ArgumentParser.validate_prepare_opts(opts, build_vocab_only=True) assert opts.n_sample == -1 or opts.n_sample > 1, \ f"Illegal argument n_sample={opts.n_sample}." logger = init_logger() set_random_seed(opts.seed, False) transforms_cls = get_transforms_cls(opts._all_transform) fields = None transforms = make_transforms(opts, transforms_cls, fields) logger.info(f"Counter vocab from {opts.n_sample} samples.") src_counter, tgt_counter, src_feats_counter = build_vocab( opts, transforms, n_sample=opts.n_sample) logger.info(f"Counters src:{len(src_counter)}") logger.info(f"Counters tgt:{len(tgt_counter)}") for feat_name, feat_counter in src_feats_counter.items(): logger.info(f"Counters {feat_name}:{len(feat_counter)}") def save_counter(counter, save_path): check_path(save_path, exist_ok=opts.overwrite, log=logger.warning) with open(save_path, "w", encoding="utf8") as fo: for tok, count in counter.most_common(): fo.write(tok + "\t" + str(count) + "\n") if opts.share_vocab: src_counter += tgt_counter tgt_counter = src_counter logger.info(f"Counters after share:{len(src_counter)}") save_counter(src_counter, opts.src_vocab) else: save_counter(src_counter, opts.src_vocab) save_counter(tgt_counter, opts.tgt_vocab) for k, v in src_feats_counter.items(): save_counter(v, opts.src_feats_vocab[k]) def _get_parser(): parser = ArgumentParser(description='build_vocab.py') dynamic_prepare_opts(parser, build_vocab_only=True) return parser def main(): parser = _get_parser() opts, unknown = parser.parse_known_args() build_vocab_main(opts) if __name__ == '__main__': main()
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Code Review: ❌ Critical issues: Unterminated string literal at line 12 ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 45 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 70 Unexpected indentation at line 71 ✨ Improvements: Add closing quote at line 12
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intermediate
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testing
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code_review
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Pythoncode:Python
| 4
| 0
| 2,555
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\"Get vocabulary coutings from transformed corpora samples.\"\"\"\nfrom onmt.utils.logging import init_logger\nfrom onmt.utils.misc import set_random_seed, check_path\nfrom onmt.utils.parse import ArgumentParser\nfrom onmt.opts import dynamic_prepare_opts\nfrom onmt.inputters.corpus import build_vocab\nfrom onmt.transforms import make_transforms, get_transforms_cls\n\n\ndef build_vocab_main(opts):\n \"\"\"Apply transforms to samples of specified data and build vocab from it.\n\n Transforms that need vocab will be disabled in this.\n Built vocab is saved in plain text format as following and can be pass as\n `-src_vocab` (and `-tgt_vocab`) when training:\n ```\n <tok_0>\\t<count_0>\n <tok_1>\\t<count_1>\n ```\n \"\"\"\n\n ArgumentParser.validate_prepare_opts(opts, build_vocab_only=True)\n assert opts.n_sample == -1 or opts.n_sample > 1, \\\n f\"Illegal argument n_sample={opts.n_sample}.\"\n\n logger = init_logger()\n set_random_seed(opts.seed, False)\n transforms_cls = get_transforms_cls(opts._all_transform)\n fields = None\n\n transforms = make_transforms(opts, transforms_cls, fields)\n\n logger.info(f\"Counter vocab from {opts.n_sample} samples.\")\n src_counter, tgt_counter, src_feats_counter = build_vocab(\n opts, transforms, n_sample=opts.n_sample)\n\n logger.info(f\"Counters src:{len(src_counter)}\")\n logger.info(f\"Counters tgt:{len(tgt_counter)}\")\n for feat_name, feat_counter in src_feats_counter.items():\n logger.info(f\"Counters {feat_name}:{len(feat_counter)}\")\n\n def save_counter(counter, save_path):\n check_path(save_path, exist_ok=opts.overwrite, log=logger.warning)\n with open(save_path, \"w\", encoding=\"utf8\") as fo:\n for tok, count in counter.most_common():\n fo.write(tok + \"\\t\" + str(count) + \"\\n\")\n\n if opts.share_vocab:\n src_counter += tgt_counter\n tgt_counter = src_counter\n logger.info(f\"Counters after share:{len(src_counter)}\")\n save_counter(src_counter, opts.src_vocab)\n else:\n save_counter(src_counter, opts.src_vocab)\n save_counter(tgt_counter, opts.tgt_vocab)\n \n for k, v in src_feats_counter.items():\n save_counter(v, opts.src_feats_vocab[k])\n\n\ndef _get_parser():\n parser = ArgumentParser(description='build_vocab.py')\n dynamic_prepare_opts(parser, build_vocab_only=True)\n return parser\n\n\ndef main():\n parser = _get_parser()\n opts, unknown = parser.parse_known_args()\n build_vocab_main(opts)\n\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 12\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 16\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 24\n Unexpected indentation at line 25\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 45\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n\n\u2728 Improvements:\n Add closing quote at line 12"}]
| false
| null | null | null |
ed510f09d28e1fdb65727ee044b934fd67984f9c
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import numpy as np import pandas as pd from schools3.ml.experiments.models_experiment import ModelsExperiment from schools3.data.base.cohort import Cohort from schools3.config import main_config from schools3.config import global_config from schools3.data.datasets.dataset import Dataset from schools3.ml.experiments.feat_importances_experiment import FeatureImportancesExperiment from schools3.ml.experiments.single_dataset_experiment import SingleDatasetExperiment from schools3.ml.models.tfkeras_model import TFKerasModel from schools3.ml.models.sklearn_model import SklearnModel import schools3.config.ml.experiments.feat_pruning_experiment_config as config from schools3.config.data.datasets import dataset_config # an experiment that trains models with subsets of the features according to their permutation importance rank # like SingleDatasetExperiment, this works on a specific grade class FeaturePruningExperiment(ModelsExperiment): def __init__( self, name='ignore', features_list=main_config.features, labels=main_config.labels, models=main_config.models, metrics=main_config.metrics, use_cache=main_config.use_cache ): super(FeaturePruningExperiment, self).__init__( name, features_list, labels, models, metrics, use_cache=use_cache ) def perform( self, grade=main_config.single_grade, train_years=main_config.train_years, test_years=main_config.test_years, compute_train_metrics=False, **kwargs ): train_cohort = Cohort(grade, train_years) df = pd.DataFrame() for model in self.models: if not (isinstance(model, SklearnModel) or isinstance(model, TFKerasModel)): continue train_data = Dataset(train_cohort, self.features_list, model.get_feature_processor(), self.labels) model.train(train_data) feats_exp = FeatureImportancesExperiment('ignore', self.features_list, self.labels, [model], self.metrics) feature_names, _, sorted_idxs = feats_exp.get_feature_importances(model, train_data) feats = np.flip(feature_names[sorted_idxs]) for i in config.num_feats: dataset_config.feat_whitelist.clear() for feat in feats[:i]: dataset_config.feat_whitelist.append(feat) exp = SingleDatasetExperiment('ignore', self.features_list, self.labels, [model], self.metrics) cur_df = exp.perform(grade, train_years, test_years, compute_train_metrics=compute_train_metrics, **kwargs) cur_df['num_feats'] = i df = pd.concat([df, cur_df], ignore_index=True) return df
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 💡 Suggestions: Add docstring to class 'FeaturePruningExperiment' Add docstring to function 'perform' Line 57 too long (123 chars) - break into multiple lines
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advanced
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testing
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debugging
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Pythoncode:Python
| 2
| 1
| 2,756
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nimport pandas as pd\nfrom schools3.ml.experiments.models_experiment import ModelsExperiment\nfrom schools3.data.base.cohort import Cohort\nfrom schools3.config import main_config\nfrom schools3.config import global_config\nfrom schools3.data.datasets.dataset import Dataset\nfrom schools3.ml.experiments.feat_importances_experiment import FeatureImportancesExperiment\nfrom schools3.ml.experiments.single_dataset_experiment import SingleDatasetExperiment\nfrom schools3.ml.models.tfkeras_model import TFKerasModel\nfrom schools3.ml.models.sklearn_model import SklearnModel\nimport schools3.config.ml.experiments.feat_pruning_experiment_config as config\nfrom schools3.config.data.datasets import dataset_config\n\n# an experiment that trains models with subsets of the features according to their permutation importance rank\n# like SingleDatasetExperiment, this works on a specific grade\nclass FeaturePruningExperiment(ModelsExperiment):\n def __init__(\n self, name='ignore',\n features_list=main_config.features,\n labels=main_config.labels,\n models=main_config.models,\n metrics=main_config.metrics,\n use_cache=main_config.use_cache\n ):\n super(FeaturePruningExperiment, self).__init__(\n name, features_list, labels, models, metrics, use_cache=use_cache\n )\n\n def perform(\n self, grade=main_config.single_grade,\n train_years=main_config.train_years,\n test_years=main_config.test_years,\n compute_train_metrics=False, **kwargs\n ):\n train_cohort = Cohort(grade, train_years)\n\n df = pd.DataFrame()\n for model in self.models:\n if not (isinstance(model, SklearnModel) or isinstance(model, TFKerasModel)):\n continue\n\n train_data = Dataset(train_cohort, self.features_list, model.get_feature_processor(), self.labels)\n model.train(train_data)\n\n feats_exp = FeatureImportancesExperiment('ignore', self.features_list, self.labels, [model], self.metrics)\n \n feature_names, _, sorted_idxs = feats_exp.get_feature_importances(model, train_data)\n feats = np.flip(feature_names[sorted_idxs])\n\n for i in config.num_feats:\n dataset_config.feat_whitelist.clear()\n for feat in feats[:i]:\n dataset_config.feat_whitelist.append(feat)\n\n exp = SingleDatasetExperiment('ignore', self.features_list, self.labels, [model], self.metrics)\n cur_df = exp.perform(grade, train_years, test_years, compute_train_metrics=compute_train_metrics, **kwargs)\n cur_df['num_feats'] = i\n\n df = pd.concat([df, cur_df], ignore_index=True)\n\n return df"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'FeaturePruningExperiment'\n Add docstring to function 'perform'\n Line 57 too long (123 chars) - break into multiple lines"}]
| false
| null | null | null |
ed51b4414d9639f63dd9eb5d177b6130aa8d5108
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: import os import numpy as np from skimage.io import imread def get_file_count(paths, image_format='.tif'): total_count = 0 for path in paths: try: path_list = [_ for _ in os.listdir(path) if _.endswith(image_format)] total_count += len(path_list) except OSError: print("Directory does not exist. Returned file count for this path will be 0") return total_count # Function to load image def load_image(img_path): img = imread(img_path) if img.shape[2] == 4: img = img[:, :, :-1] # img = np.roll(img, shift=1, axis=2) # CHECK IMAGE FORMAT return img # Function to load mask def load_mask(mask_path): mask = imread(mask_path) return mask def load_mask_from_img(cfg, img_path, img_name, suffixes): a_mask = imread(os.path.join(img_path, img_name + suffixes[0])) msk = np.zeros((a_mask.shape[0], a_mask.shape[1], len(suffixes) * cfg.NUMBER_MSK_CHANNELS)) i = 0 for suffix in suffixes:
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msk_channel = imread(os.path.join(img_path, img_name + suffix)) if len(msk_channel.shape) == 2: msk_channel = np.expand_dims(msk_channel, axis=-1) if len(msk_channel.shape) != 3: raise ValueError("Mask must be 3-dim here. Does your mask have 1 or more than 3 dimensions? " "Check the masks.") msk[:, :, i:i+cfg.NUMBER_MSK_CHANNELS] = msk_channel i += cfg.NUMBER_MSK_CHANNELS # print(msk, msk.shape) return msk def load_weights(cfg, img_path, img_name, weight_suffixes): a_weights = np.load(os.path.join(img_path, img_name + weight_suffixes[0])) weights = np.zeros((a_weights.shape[0], a_weights.shape[1], len(weight_suffixes) * cfg.NUMBER_MSK_CHANNELS)) i = 0 for suffix in weight_suffixes: weights_channel = np.load(os.path.join(img_path, img_name + suffix)) if len(weights_channel.shape) == 2: weights_channel = np.expand_dims(weights_channel, axis=-1) if len(weights_channel.shape) != 3: raise ValueError("Weights must be 3-dim here. Has your weights 1 or more than 3 dimensions? Check the weights.") weights[:, :, i:i+cfg.NUMBER_MSK_CHANNELS] = weights_channel i += cfg.NUMBER_MSK_CHANNELS return weights
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intermediate
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database
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code_completion
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Pythoncode:Python
| 5
| 0
| 2,297
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\n\nimport numpy as np\nfrom skimage.io import imread\n\n\ndef get_file_count(paths, image_format='.tif'):\n total_count = 0\n for path in paths:\n try:\n path_list = [_ for _ in os.listdir(path) if _.endswith(image_format)]\n total_count += len(path_list)\n except OSError:\n print(\"Directory does not exist. Returned file count for this path will be 0\")\n return total_count\n\n\n# Function to load image\ndef load_image(img_path):\n img = imread(img_path)\n if img.shape[2] == 4:\n img = img[:, :, :-1]\n # img = np.roll(img, shift=1, axis=2) # CHECK IMAGE FORMAT\n return img\n\n\n# Function to load mask\ndef load_mask(mask_path):\n mask = imread(mask_path)\n return mask\n\n\ndef load_mask_from_img(cfg, img_path, img_name, suffixes):\n a_mask = imread(os.path.join(img_path, img_name + suffixes[0]))\n msk = np.zeros((a_mask.shape[0], a_mask.shape[1], len(suffixes) * cfg.NUMBER_MSK_CHANNELS))\n i = 0\n for suffix in suffixes:"}, {"role": "assistant", "content": "\n msk_channel = imread(os.path.join(img_path, img_name + suffix))\n if len(msk_channel.shape) == 2:\n msk_channel = np.expand_dims(msk_channel, axis=-1)\n if len(msk_channel.shape) != 3:\n raise ValueError(\"Mask must be 3-dim here. Does your mask have 1 or more than 3 dimensions? \"\n \"Check the masks.\")\n msk[:, :, i:i+cfg.NUMBER_MSK_CHANNELS] = msk_channel\n i += cfg.NUMBER_MSK_CHANNELS\n # print(msk, msk.shape)\n return msk\n\n\ndef load_weights(cfg, img_path, img_name, weight_suffixes):\n a_weights = np.load(os.path.join(img_path, img_name + weight_suffixes[0]))\n weights = np.zeros((a_weights.shape[0], a_weights.shape[1], len(weight_suffixes) * cfg.NUMBER_MSK_CHANNELS))\n i = 0\n for suffix in weight_suffixes:\n weights_channel = np.load(os.path.join(img_path, img_name + suffix))\n if len(weights_channel.shape) == 2:\n weights_channel = np.expand_dims(weights_channel, axis=-1)\n if len(weights_channel.shape) != 3:\n raise ValueError(\"Weights must be 3-dim here. Has your weights 1 or more than 3 dimensions? Check the weights.\")\n weights[:, :, i:i+cfg.NUMBER_MSK_CHANNELS] = weights_channel\n i += cfg.NUMBER_MSK_CHANNELS\n return weights"}]
| false
| null | null | null |
ed51e5aefc8aa4c007f752784c838fb5f4f57c1c
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: from typing import Optional, Callable class NumericSeries(sc.AnySeries): def __init__( self, values=[], validate=False, name=None, ): super().__init__( values=values, validate=validate, name=name, ) @staticmethod def get_distance_func(): return nm.diff def get_errors(self): yield from super().get_errors() if not self.has_valid_items(): yield 'Values of {} must be numeric'.format(self.get_class_name()) def has_valid_items(self): for v in self.get_values(): if not isinstance(v, (int, float)): return False return True def is_numeric(self, check=False): if check: return self.has_valid_items() else: return DEFAULT_NUMERIC def get_sum(self): return sum( self.filter_values_defined().get_values(), ) def get_mean(self): values_defined = self.filter_values_defined().get_values() if values_defined: return sum(values_defined) / len(values_defined) def norm(self, rate=None, default=None): if rate is None: rate = self.get_mean() return self.map_values(lambda v: v / rate if rate else default) def divide(self, series, default=None, extend=False): return self.map_optionally_extend_zip_values( lambda x, y: x / y if y else default, extend,
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series, ) def subtract(self, series, default=None, extend=False): return self.map_optionally_extend_zip_values( lambda x, y: x - y if x is not None and y is not None else default, extend, series, ) def derivative(self, extend=False, default=0): if extend: return self.preface(None).subtract( self, extend=True, default=default, ).crop(0, 1) else: return self.slice(0, -1).subtract( self.shift(-1) ) def get_sliding_window(self, window=WINDOW_DEFAULT, extend=True, default=None, as_series=True): if extend: n_min = 0 n_max = self.get_count() else: n_min = - min(window) n_max = self.get_count() - max(window) for center in range(n_min, n_max): sliding_window = [center + n for n in window] if as_series: yield self.value_series().items_no(sliding_window, extend=extend, default=default) else: yield self.value_series().get_items_no(sliding_window, extend=extend, default=default) ... [12 more functiondefs truncated] ...
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advanced
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database
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code_completion
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Pythoncode:Python
| 12
| 1
| 2,811
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom typing import Optional, Callable\n\nclass NumericSeries(sc.AnySeries):\n def __init__(\n self,\n values=[],\n validate=False,\n name=None,\n ):\n super().__init__(\n values=values,\n validate=validate,\n name=name,\n )\n\n @staticmethod\n def get_distance_func():\n return nm.diff\n\n def get_errors(self):\n yield from super().get_errors()\n if not self.has_valid_items():\n yield 'Values of {} must be numeric'.format(self.get_class_name())\n\n def has_valid_items(self):\n for v in self.get_values():\n if not isinstance(v, (int, float)):\n return False\n return True\n\n def is_numeric(self, check=False):\n if check:\n return self.has_valid_items()\n else:\n return DEFAULT_NUMERIC\n\n def get_sum(self):\n return sum(\n self.filter_values_defined().get_values(),\n )\n\n def get_mean(self):\n values_defined = self.filter_values_defined().get_values()\n if values_defined:\n return sum(values_defined) / len(values_defined)\n\n def norm(self, rate=None, default=None):\n if rate is None:\n rate = self.get_mean()\n return self.map_values(lambda v: v / rate if rate else default)\n\n def divide(self, series, default=None, extend=False):\n return self.map_optionally_extend_zip_values(\n lambda x, y: x / y if y else default,\n extend,"}, {"role": "assistant", "content": "\n series,\n )\n\n def subtract(self, series, default=None, extend=False):\n return self.map_optionally_extend_zip_values(\n lambda x, y: x - y if x is not None and y is not None else default,\n extend,\n series,\n )\n\n def derivative(self, extend=False, default=0):\n if extend:\n return self.preface(None).subtract(\n self,\n extend=True,\n default=default,\n ).crop(0, 1)\n else:\n return self.slice(0, -1).subtract(\n self.shift(-1)\n )\n\n def get_sliding_window(self, window=WINDOW_DEFAULT, extend=True, default=None, as_series=True):\n if extend:\n n_min = 0\n n_max = self.get_count()\n else:\n n_min = - min(window)\n n_max = self.get_count() - max(window)\n for center in range(n_min, n_max):\n sliding_window = [center + n for n in window]\n if as_series:\n yield self.value_series().items_no(sliding_window, extend=extend, default=default)\n else:\n yield self.value_series().get_items_no(sliding_window, extend=extend, default=default)\n\n\n ... [12 more functiondefs truncated] ..."}]
| false
| null | null | null |
ed52fe7003cd3391400a3e6ca8a3b67edfc17d59
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import glob import pathlib from .filemanager import filemanager_class
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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beginner
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database
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error_detection
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Pythoncode:Python
| 0
| 1
| 70
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport glob\nimport pathlib\nfrom .filemanager import filemanager_class"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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ed5484913e5b4d8984ea6ca02d8e86830b881e11
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: from openlocationcode import openlocationcode as olc from enum import Enum import math, re class TileSize(Enum): ''' An area of 20° x 20°. The side length of this tile varies with its location on the globe, but can be up to approximately 2200km. Tile addresses will be 2 characters long.''' GLOBAL = (2, 20.0) ''' An area of 1° x 1°. The side length of this tile varies with its location on the globe, but can be up to approximately 110km. Tile addresses will be 4 characters long.''' REGION = (4, 1.0) ''' An area of 0.05° x 0.05°. The side length of this tile varies with its location on the globe, but can be up to approximately 5.5km. Tile addresses will be 6 characters long.''' DISTRICT = (6, 0.05) ''' An area of 0.0025° x 0.0025°. The side length of this tile varies with its location on the globe, but can be up to approximately 275m. Tile addresses will be 8 characters long.''' NEIGHBORHOOD = (8, 0.0025) ''' An area of 0.000125° x 0.000125°. The side length of this tile varies with its location on the globe, but can be up to approximately 14m. Tile addresses will be 10 characters long.''' PINPOINT = (10, 0.000125) def __init__(self, code_length, coordinate_increment): self.code_length = code_length self.coordinate_increment = coordinate_increment def getCodeLength(self): '''get 0th value''' return self.code_length def getCoordinateIncrement(self): '''get 1th value''' Error: SyntaxError / EOF
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Fixed Code: from openlocationcode import openlocationcode as olc from enum import Enum import math, re class TileSize(Enum): ''' An area of 20° x 20°. The side length of this tile varies with its location on the globe, but can be up to approximately 2200km. Tile addresses will be 2 characters long.''' GLOBAL = (2, 20.0) ''' An area of 1° x 1°. The side length of this tile varies with its location on the globe, but can be up to approximately 110km. Tile addresses will be 4 characters long.''' REGION = (4, 1.0) ''' An area of 0.05° x 0.05°. The side length of this tile varies with its location on the globe, but can be up to approximately 5.5km. Tile addresses will be 6 characters long.''' DISTRICT = (6, 0.05) ''' An area of 0.0025° x 0.0025°. The side length of this tile varies with its location on the globe, but can be up to approximately 275m. Tile addresses will be 8 characters long.''' Explanation: Complete the truncated code structure
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advanced
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machine_learning
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error_fixing
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Pythoncode:Python
| 5
| 1
| 1,543
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom openlocationcode import openlocationcode as olc\nfrom enum import Enum\nimport math, re\n\nclass TileSize(Enum):\n ''' An area of 20\u00b0 x 20\u00b0. The side length of this tile varies with its location on the globe,\n but can be up to approximately 2200km. Tile addresses will be 2 characters long.'''\n GLOBAL = (2, 20.0)\n\n ''' An area of 1\u00b0 x 1\u00b0. The side length of this tile varies with its location on the globe,\n but can be up to approximately 110km. Tile addresses will be 4 characters long.'''\n REGION = (4, 1.0)\n\n ''' An area of 0.05\u00b0 x 0.05\u00b0. The side length of this tile varies with its location on the\n globe, but can be up to approximately 5.5km. Tile addresses will be 6 characters long.'''\n DISTRICT = (6, 0.05)\n\n ''' An area of 0.0025\u00b0 x 0.0025\u00b0. The side length of this tile varies with its location on\n the globe, but can be up to approximately 275m.\n Tile addresses will be 8 characters long.'''\n NEIGHBORHOOD = (8, 0.0025)\n\n ''' An area of 0.000125\u00b0 x 0.000125\u00b0. The side length of this tile varies with its location\n on the globe, but can be up to approximately 14m.\n Tile addresses will be 10 characters long.'''\n PINPOINT = (10, 0.000125)\n\n def __init__(self, code_length, coordinate_increment):\n self.code_length = code_length\n self.coordinate_increment = coordinate_increment\n\n def getCodeLength(self):\n '''get 0th value'''\n return self.code_length\n\n def getCoordinateIncrement(self):\n '''get 1th value'''\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom openlocationcode import openlocationcode as olc\nfrom enum import Enum\nimport math, re\n\nclass TileSize(Enum):\n ''' An area of 20\u00b0 x 20\u00b0. The side length of this tile varies with its location on the globe,\n but can be up to approximately 2200km. Tile addresses will be 2 characters long.'''\n GLOBAL = (2, 20.0)\n\n ''' An area of 1\u00b0 x 1\u00b0. The side length of this tile varies with its location on the globe,\n but can be up to approximately 110km. Tile addresses will be 4 characters long.'''\n REGION = (4, 1.0)\n\n ''' An area of 0.05\u00b0 x 0.05\u00b0. The side length of this tile varies with its location on the\n globe, but can be up to approximately 5.5km. Tile addresses will be 6 characters long.'''\n DISTRICT = (6, 0.05)\n\n ''' An area of 0.0025\u00b0 x 0.0025\u00b0. The side length of this tile varies with its location on\n the globe, but can be up to approximately 275m.\n Tile addresses will be 8 characters long.'''\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
ed548c718f56038d0a32759b322ccf9c4f9f5e93
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class HandlerRegistry( dict ): GENERIC_OUTPUT_PREFERENCES = ['numpy','ctypesarrays'] def __init__( self, plugin_match ): self.match = plugin_match self.output_handler = None self.preferredOutput = None self.all_output_handlers = [] def __call__( self, value ): """Lookup of handler for given value""" try: typ = value.__class__ except AttributeError as err: typ = type(value) handler = self.get( typ ) if not handler: if hasattr( typ, '__mro__' ): for base in typ.__mro__: handler = self.get( base ) if not handler: handler = self.match( base ) if handler: handler = handler.load() if handler: handler = handler() if handler: self[ typ ] = handler if hasattr( handler, 'registerEquivalent' ): handler.registerEquivalent( typ, base ) return handler raise TypeError( """No array-type handler for type %s.%s (value: %s) registered"""%( typ.__module__, type.__name__, repr(value)[:50] ) ) return handler def handler_by_plugin_name( self, name ): plugin = plugins.FormatHandler.by_name( name ) if plugin: try: return plugin.load() except ImportError as err: return None else: raise RuntimeError( 'No handler of name %s found'%(name,)) def get_output_handler( self ): """Fast-path lookup for output handler object""" if self.output_handler is None: if self.preferredOutput is not None: self.output_handler = self.handler_by_plugin_name( self.preferredOutput ) if not self.output_handler: for preferred in self.GENERIC_OUTPUT_PREFERENCES: self.output_handler = self.handler_by_plugin_name( preferred ) if self.output_handler: break if not self.output_handler: raise RuntimeError( """Unable to find any output handler at all (not even ctypes/numpy ones!)""" ) return self.output_handler ... [31 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
| 4
| 1
| 2,815
| false
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n class HandlerRegistry( dict ):\n GENERIC_OUTPUT_PREFERENCES = ['numpy','ctypesarrays']\n def __init__( self, plugin_match ):\n self.match = plugin_match\n self.output_handler = None \n self.preferredOutput = None\n self.all_output_handlers = []\n def __call__( self, value ):\n \"\"\"Lookup of handler for given value\"\"\"\n try:\n typ = value.__class__\n except AttributeError as err:\n typ = type(value)\n handler = self.get( typ )\n if not handler:\n if hasattr( typ, '__mro__' ):\n for base in typ.__mro__:\n handler = self.get( base )\n if not handler:\n handler = self.match( base )\n if handler:\n handler = handler.load()\n if handler:\n handler = handler()\n if handler:\n self[ typ ] = handler\n if hasattr( handler, 'registerEquivalent' ):\n handler.registerEquivalent( typ, base )\n return handler\n raise TypeError(\n \"\"\"No array-type handler for type %s.%s (value: %s) registered\"\"\"%(\n typ.__module__, type.__name__, repr(value)[:50]\n )\n )\n return handler\n \n def handler_by_plugin_name( self, name ):\n plugin = plugins.FormatHandler.by_name( name )\n if plugin:\n try:\n return plugin.load()\n except ImportError as err:\n return None\n else:\n raise RuntimeError( 'No handler of name %s found'%(name,))\n \n def get_output_handler( self ):\n \"\"\"Fast-path lookup for output handler object\"\"\"\n if self.output_handler is None:\n if self.preferredOutput is not None:\n self.output_handler = self.handler_by_plugin_name( self.preferredOutput )\n if not self.output_handler:\n for preferred in self.GENERIC_OUTPUT_PREFERENCES:\n self.output_handler = self.handler_by_plugin_name( preferred )\n if self.output_handler:\n break\n if not self.output_handler:\n raise RuntimeError(\n \"\"\"Unable to find any output handler at all (not even ctypes/numpy ones!)\"\"\"\n )\n return self.output_handler\n \n\n ... [31 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed55484ea14f91f98d1615b910fc743371e53922
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Copyright 2019 The TensorFlow Probability Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================ def _substrate_src(src, substrate): """Rewrite a single src filename for the given substrate.""" return "_{}/_generated_{}".format(substrate, src) def _substrate_srcs(srcs, substrate): """Rewrite src filenames for the given substrate.""" return [_substrate_src(src, substrate) for src in srcs] def _substrate_dep(dep, substrate): """Convert a single dep to one appropriate for the given substrate.""" dep_to_check = dep if dep.startswith(":"): dep_to_check = "{}{}".format(native.package_name(), dep) for no_rewrite in NO_REWRITE_NEEDED: if no_rewrite in dep_to_check: return dep if "tensorflow_probability/" in dep or dep.startswith(":"): if "internal/backend" in dep: return dep if ":" in dep: return "{}.{}".format(dep, substrate) return "{}:{}.{}".format(dep, dep.split("/")[-1], substrate) return dep Error: SyntaxError / EOF
|
Fixed Code: # Copyright 2019 The TensorFlow Probability Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================ def _substrate_src(src, substrate): """Rewrite a single src filename for the given substrate.""" return "_{}/_generated_{}".format(substrate, src) def _substrate_srcs(srcs, substrate): """Rewrite src filenames for the given substrate.""" Explanation: Complete the truncated code structure
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intermediate
|
testing
|
error_fixing
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Pythoncode:Python
| 5
| 0
| 1,602
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright 2019 The TensorFlow Probability Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ============================================================================\ndef _substrate_src(src, substrate):\n \"\"\"Rewrite a single src filename for the given substrate.\"\"\"\n return \"_{}/_generated_{}\".format(substrate, src)\n\ndef _substrate_srcs(srcs, substrate):\n \"\"\"Rewrite src filenames for the given substrate.\"\"\"\n return [_substrate_src(src, substrate) for src in srcs]\n\ndef _substrate_dep(dep, substrate):\n \"\"\"Convert a single dep to one appropriate for the given substrate.\"\"\"\n dep_to_check = dep\n if dep.startswith(\":\"):\n dep_to_check = \"{}{}\".format(native.package_name(), dep)\n for no_rewrite in NO_REWRITE_NEEDED:\n if no_rewrite in dep_to_check:\n return dep\n if \"tensorflow_probability/\" in dep or dep.startswith(\":\"):\n if \"internal/backend\" in dep:\n return dep\n if \":\" in dep:\n return \"{}.{}\".format(dep, substrate)\n return \"{}:{}.{}\".format(dep, dep.split(\"/\")[-1], substrate)\n return dep\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright 2019 The TensorFlow Probability Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ============================================================================\ndef _substrate_src(src, substrate):\n \"\"\"Rewrite a single src filename for the given substrate.\"\"\"\n return \"_{}/_generated_{}\".format(substrate, src)\n\ndef _substrate_srcs(srcs, substrate):\n \"\"\"Rewrite src filenames for the given substrate.\"\"\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed57f1712b86394159992dc11fd79688181d493e
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # # Copyright 2021 Lukas Schmelzeisen # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from __future__ import annotations import json from datetime import date, datetime from logging import getLogger from pathlib import Path from typing import Mapping, MutableSequence, Sequence, Type, TypeVar import requests from pydantic import BaseModel as PydanticModel from pydantic import validator from tqdm import tqdm # type: ignore from typing_extensions import Final from wikidated._utils import RangeMap from wikidated.wikidata.wikidata_dump_file import WikidataDumpFile from wikidated.wikidata.wikidata_dump_pages_meta_history import ( class WikidataDump: def __init__( self, dump_dir: Path, version: date, *, mirror: str = "https://dumps.wikimedia.org", ) -> None: self._dump_dir = dump_dir self.version: Final = version self.mirror: Final = mirror self._dump_status = _WikidataDumpStatus.load( self._dump_dir, self.version, self.mirror ) self.sites_table: Final = self._construct_dumps( WikidataDumpSitesTable, "sitestable" )[0] self.pages_meta_history: Final = RangeMap[WikidataDumpPagesMetaHistory]() for dump_file in self._construct_dumps( WikidataDumpPagesMetaHistory, "metahistory7zdump" ): self.pages_meta_history[dump_file.page_ids] = dump_file ... [7 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 33 - expected ')' SyntaxError: '(' was never closed at line 33 ⚠️ Code quality: Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 ✨ Improvements: Complete the expression on the last line Add closing ')' bracket Review code syntax
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advanced
|
testing
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code_review
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Pythoncode:Python
| 1
| 1
| 1,981
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#\n# Copyright 2021 Lukas Schmelzeisen\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\nfrom __future__ import annotations\n\nimport json\nfrom datetime import date, datetime\nfrom logging import getLogger\nfrom pathlib import Path\nfrom typing import Mapping, MutableSequence, Sequence, Type, TypeVar\n\nimport requests\nfrom pydantic import BaseModel as PydanticModel\nfrom pydantic import validator\nfrom tqdm import tqdm # type: ignore\nfrom typing_extensions import Final\n\nfrom wikidated._utils import RangeMap\nfrom wikidated.wikidata.wikidata_dump_file import WikidataDumpFile\nfrom wikidated.wikidata.wikidata_dump_pages_meta_history import (\nclass WikidataDump:\n def __init__(\n self,\n dump_dir: Path,\n version: date,\n *,\n mirror: str = \"https://dumps.wikimedia.org\",\n ) -> None:\n self._dump_dir = dump_dir\n self.version: Final = version\n self.mirror: Final = mirror\n\n self._dump_status = _WikidataDumpStatus.load(\n self._dump_dir, self.version, self.mirror\n )\n\n self.sites_table: Final = self._construct_dumps(\n WikidataDumpSitesTable, \"sitestable\"\n )[0]\n self.pages_meta_history: Final = RangeMap[WikidataDumpPagesMetaHistory]()\n for dump_file in self._construct_dumps(\n WikidataDumpPagesMetaHistory, \"metahistory7zdump\"\n ):\n self.pages_meta_history[dump_file.page_ids] = dump_file\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 Unclosed '(' at line 33 - expected ')'\n SyntaxError: '(' was never closed at line 33\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
ed583ccefc13cf5fca32a4b108662e62505e92e1
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from __future__ import division, print_function class LayoutDashImplGen(LayoutDash): """This implements the LayoutDash abstract class, to create the web based GUI for the tcapy application. It creates two web pages - detailed_page - for doing detailed tcapy analysis for a specific currency pair - aggregated_page - for more aggregated style analysis across multiple currency pairs and over multiple time periods """ def __init__(self, app=None, constants=None, url_prefix=''): super(LayoutDashImplGen, self).__init__(app=app, constants=constants, url_prefix=url_prefix) available_dates = pd.date_range( datetime.datetime.today().date() - timedelta(days=self._constants.gui_lookback_window), datetime.datetime.today().date(), freq=BDay()) times = pd.date_range("0:00", "23:59", freq="15min") ### create the possible values for drop down boxes on both pages # Reverse date list (for both detailed and aggregated pages) self.available_dates = [x.date() for x in available_dates[::-1]] # For detailed page only self.available_times = [t.strftime("%H:%M") for t in times] self.available_tickers = self._constants.available_tickers_dictionary['All'] self.available_venues = self._constants.available_venues_dictionary['All'] self.available_brokers = self._constants.available_brokers_dictionary['All'] self.available_algos = self._constants.available_algos_dictionary['All'] ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.available_market_data = self._constants.available_market_data self.available_order_plot_lines = ['candlestick', 'mid', 'bid', 'ask', 'arrival', 'twap', 'vwap', 'buy trade', 'sell trade'] self.available_execution_plot_lines = ['candlestick', 'mid', 'bid', 'ask', 'buy trade', 'sell trade']
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advanced
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ui
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incomplete_code
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Pythoncode:Python
| 1
| 1
| 1,524
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom __future__ import division, print_function\n\nclass LayoutDashImplGen(LayoutDash):\n \"\"\"This implements the LayoutDash abstract class, to create the web based GUI for the tcapy application. It creates two\n web pages\n\n - detailed_page - for doing detailed tcapy analysis for a specific currency pair\n - aggregated_page - for more aggregated style analysis across multiple currency pairs and over multiple time periods\n\n \"\"\"\n\n def __init__(self, app=None, constants=None, url_prefix=''):\n super(LayoutDashImplGen, self).__init__(app=app, constants=constants, url_prefix=url_prefix)\n\n available_dates = pd.date_range(\n datetime.datetime.today().date() - timedelta(days=self._constants.gui_lookback_window),\n datetime.datetime.today().date(), freq=BDay())\n\n times = pd.date_range(\"0:00\", \"23:59\", freq=\"15min\")\n\n ### create the possible values for drop down boxes on both pages\n\n # Reverse date list (for both detailed and aggregated pages)\n self.available_dates = [x.date() for x in available_dates[::-1]]\n\n # For detailed page only\n self.available_times = [t.strftime(\"%H:%M\") for t in times]\n\n self.available_tickers = self._constants.available_tickers_dictionary['All']\n self.available_venues = self._constants.available_venues_dictionary['All']\n\n self.available_brokers = self._constants.available_brokers_dictionary['All']\n self.available_algos = self._constants.available_algos_dictionary['All']\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.available_market_data = self._constants.available_market_data\n\n self.available_order_plot_lines = ['candlestick', 'mid', 'bid', 'ask', 'arrival', 'twap', 'vwap',\n 'buy trade', 'sell trade']\n self.available_execution_plot_lines = ['candlestick', 'mid', 'bid', 'ask', 'buy trade', 'sell trade']"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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ed58570015c33daeb7f03921904a43571a44e66f
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import pytest import stk from ...case_data import CaseData def cof_periodic_kagome(request) -> CaseData: return request.param( f'{request.fixturename}{request.param_index}', )
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Functions: cof_periodic_kagome This code demonstrates Pythoncode:Python programming.
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beginner
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testing
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code_explanation
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Pythoncode:Python
| 1
| 0
| 195
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport pytest\nimport stk\n\nfrom ...case_data import CaseData\n\n\ndef cof_periodic_kagome(request) -> CaseData:\n return request.param(\n f'{request.fixturename}{request.param_index}',\n )"}, {"role": "assistant", "content": " Functions: cof_periodic_kagome\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed585ed9b9e64b5cd7e7fef27facda2ab0843b74
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # coding=utf-8 # Copyright 2021 The OneFlow Authors. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import logging import oneflow as flow import torch def convert_qkv_weight(cfg, value): """ Convert qkv.weight to be compatible with LiBai transformer layer Args: cfg: config file value: qkv.weight in the loaded checkpoint """ num_heads = cfg.model.num_heads hidden_size = cfg.model.embed_dim head_size = int(hidden_size / num_heads) qkv_weight = ( value.view([3, num_heads, head_size, hidden_size]) .permute(1, 0, 2, 3) .contiguous() .view(hidden_size * 3, hidden_size) ) return qkv_weight def convert_qkv_bias(cfg, value): """ Convert qkv.bias to be compatible with LiBai transformer layer Args: cfg: config file value: qkv.bias in the loaded checkpoint """ num_heads = cfg.model.num_heads hidden_size = cfg.model.embed_dim head_size = int(hidden_size / num_heads) qkv_bias = ( value.view(3, num_heads, head_size).permute(1, 0, 2).contiguous().view(hidden_size * 3) ) return qkv_bias def filter_keys(key, value, cfg): """ Filtering the state_dict keys and values to match LiBai's MAE model """ if "norm1" in key: key = key.replace("norm1", "input_layernorm") elif "attn.qkv" in key: key = key.replace("attn.qkv", "self_attention.query_key_value") if "weight" in key: value = convert_qkv_weight(cfg, value) if "bias" in key: value = convert_qkv_bias(cfg, value) elif "attn.proj" in key: key = key.replace("attn.proj", "self_attention.dense") elif "norm2" in key: key = key.replace("norm2", "post_attention_layernorm") elif "mlp.fc1" in key: key = key.replace("mlp.fc1", "mlp.dense_h_to_4h") elif "mlp.fc2" in key: key = key.replace("mlp.fc2", "mlp.dense_4h_to_h") elif "fc_norm" in key: key = key.replace("fc_norm", "norm") return key, value ... [1 more functiondefs truncated] ...
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Functions: convert_qkv_weight, convert_qkv_bias, filter_keys This code demonstrates Pythoncode:Python programming.
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intermediate
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api
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code_explanation
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Pythoncode:Python
| 3
| 0
| 2,613
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2021 The OneFlow Authors. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport logging\n\nimport oneflow as flow\nimport torch\n\ndef convert_qkv_weight(cfg, value):\n \"\"\"\n Convert qkv.weight to be compatible with LiBai transformer layer\n\n Args:\n cfg: config file\n value: qkv.weight in the loaded checkpoint\n \"\"\"\n num_heads = cfg.model.num_heads\n hidden_size = cfg.model.embed_dim\n head_size = int(hidden_size / num_heads)\n qkv_weight = (\n value.view([3, num_heads, head_size, hidden_size])\n .permute(1, 0, 2, 3)\n .contiguous()\n .view(hidden_size * 3, hidden_size)\n )\n return qkv_weight\n\n\ndef convert_qkv_bias(cfg, value):\n \"\"\"\n Convert qkv.bias to be compatible with LiBai transformer layer\n\n Args:\n cfg: config file\n value: qkv.bias in the loaded checkpoint\n \"\"\"\n num_heads = cfg.model.num_heads\n hidden_size = cfg.model.embed_dim\n head_size = int(hidden_size / num_heads)\n qkv_bias = (\n value.view(3, num_heads, head_size).permute(1, 0, 2).contiguous().view(hidden_size * 3)\n )\n return qkv_bias\n\n\ndef filter_keys(key, value, cfg):\n \"\"\"\n Filtering the state_dict keys and values to match LiBai's MAE model\n \"\"\"\n if \"norm1\" in key:\n key = key.replace(\"norm1\", \"input_layernorm\")\n elif \"attn.qkv\" in key:\n key = key.replace(\"attn.qkv\", \"self_attention.query_key_value\")\n if \"weight\" in key:\n value = convert_qkv_weight(cfg, value)\n if \"bias\" in key:\n value = convert_qkv_bias(cfg, value)\n elif \"attn.proj\" in key:\n key = key.replace(\"attn.proj\", \"self_attention.dense\")\n elif \"norm2\" in key:\n key = key.replace(\"norm2\", \"post_attention_layernorm\")\n elif \"mlp.fc1\" in key:\n key = key.replace(\"mlp.fc1\", \"mlp.dense_h_to_4h\")\n elif \"mlp.fc2\" in key:\n key = key.replace(\"mlp.fc2\", \"mlp.dense_4h_to_h\")\n elif \"fc_norm\" in key:\n key = key.replace(\"fc_norm\", \"norm\")\n\n return key, value\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: convert_qkv_weight, convert_qkv_bias, filter_keys\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed587bf56577619d8ec39ef62825f11e9ce7e776
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np import logging from decimal import Decimal, ROUND_HALF_UP from abc import ABC, abstractmethod, abstractproperty from spot.utility import bilin_2d from spot.config import PROJ_TYPE # ============================= # Level-1 template class # ============================= class L1Interface(ABC): @property @abstractmethod def PROJECTION_TYPE(self): raise NotImplementedError() @property @abstractmethod def ALLOW_PROJECTION_TYPE(self): return NotImplementedError() def __init__(self, h5_file, product_id): self.h5_file = h5_file self.product_id = product_id geo_data_grp_attrs = self.h5_file['Geometry_data'].attrs self.geo_n_pix = geo_data_grp_attrs['Number_of_pixels'][0] self.geo_n_lin = geo_data_grp_attrs['Number_of_lines'][0] img_data_grp_attrs = self.h5_file['Image_data'].attrs self.img_n_pix = img_data_grp_attrs['Number_of_pixels'][0] self.img_n_lin = img_data_grp_attrs['Number_of_lines'][0] def get_product_data(self, prod_name:str): dset = self.h5_file['Image_data/' + prod_name] # Return uint16 type data if the product is QA_flag or Line_tai93 if 'QA_flag' == prod_name or 'Line_tai93' == prod_name: return dset[:] # Validate data = dset[:].astype(np.float32) if 'Error_DN' in dset.attrs: data[data == dset.attrs['Error_DN'][0]] = np.NaN with np.warnings.catch_warnings(): np.warnings.filterwarnings('ignore', r'invalid value encountered in (greater|less)') if 'Maximum_valid_DN' in dset.attrs: data[data > dset.attrs['Maximum_valid_DN'][0]] = np.NaN if 'Minimum_valid_DN' in dset.attrs: data[data < dset.attrs['Minimum_valid_DN'][0]] = np.NaN # Convert DN to physical value data = data * dset.attrs['Slope'][0] + dset.attrs['Offset'][0] Error: SyntaxError / EOF
|
Fixed Code: import numpy as np import logging from decimal import Decimal, ROUND_HALF_UP from abc import ABC, abstractmethod, abstractproperty from spot.utility import bilin_2d from spot.config import PROJ_TYPE # ============================= # Level-1 template class # ============================= class L1Interface(ABC): @property @abstractmethod def PROJECTION_TYPE(self): raise NotImplementedError() @property @abstractmethod Explanation: Complete the truncated code structure
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advanced
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ui
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error_fixing
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Pythoncode:Python
| 8
| 2
| 1,956
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\nimport logging\nfrom decimal import Decimal, ROUND_HALF_UP\nfrom abc import ABC, abstractmethod, abstractproperty\nfrom spot.utility import bilin_2d\nfrom spot.config import PROJ_TYPE\n\n# =============================\n# Level-1 template class\n# =============================\n\n\nclass L1Interface(ABC):\n @property\n @abstractmethod\n def PROJECTION_TYPE(self):\n raise NotImplementedError()\n\n @property\n @abstractmethod\n def ALLOW_PROJECTION_TYPE(self):\n return NotImplementedError()\n\n def __init__(self, h5_file, product_id):\n self.h5_file = h5_file\n self.product_id = product_id\n\n geo_data_grp_attrs = self.h5_file['Geometry_data'].attrs\n self.geo_n_pix = geo_data_grp_attrs['Number_of_pixels'][0]\n self.geo_n_lin = geo_data_grp_attrs['Number_of_lines'][0]\n\n img_data_grp_attrs = self.h5_file['Image_data'].attrs\n self.img_n_pix = img_data_grp_attrs['Number_of_pixels'][0]\n self.img_n_lin = img_data_grp_attrs['Number_of_lines'][0]\n\n def get_product_data(self, prod_name:str):\n dset = self.h5_file['Image_data/' + prod_name]\n\n # Return uint16 type data if the product is QA_flag or Line_tai93\n if 'QA_flag' == prod_name or 'Line_tai93' == prod_name:\n return dset[:]\n\n # Validate\n data = dset[:].astype(np.float32)\n if 'Error_DN' in dset.attrs:\n data[data == dset.attrs['Error_DN'][0]] = np.NaN\n with np.warnings.catch_warnings():\n np.warnings.filterwarnings('ignore', r'invalid value encountered in (greater|less)')\n if 'Maximum_valid_DN' in dset.attrs:\n data[data > dset.attrs['Maximum_valid_DN'][0]] = np.NaN\n if 'Minimum_valid_DN' in dset.attrs:\n data[data < dset.attrs['Minimum_valid_DN'][0]] = np.NaN\n\n # Convert DN to physical value\n data = data * dset.attrs['Slope'][0] + dset.attrs['Offset'][0]\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\nimport logging\nfrom decimal import Decimal, ROUND_HALF_UP\nfrom abc import ABC, abstractmethod, abstractproperty\nfrom spot.utility import bilin_2d\nfrom spot.config import PROJ_TYPE\n\n# =============================\n# Level-1 template class\n# =============================\n\n\nclass L1Interface(ABC):\n @property\n @abstractmethod\n def PROJECTION_TYPE(self):\n raise NotImplementedError()\n\n @property\n @abstractmethod\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed5a4c9715fe0f81c7675d25ae101b58391d1929
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class Solution: # @return a string def convertToTitle(self, n: int) -> str: capitals = [chr(x) for x in range(ord('A'), ord('Z')+1)] result = [] while n > 0: Error: IndentationError / Incomplete Function
|
Fixed Code: class Solution: # @return a string def convertToTitle(self, n: int) -> str: capitals = [chr(x) for x in range(ord('A'), ord('Z')+1)] result = [] while n > 0: result.insert(0, capitals[(n-1)%len(capitals)]) n = (n-1) % len(capitals) # result.reverse() return ''.join(result) Explanation: Complete the function 'convertToTitle' body and add missing return
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intermediate
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api
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 189
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass Solution:\n # @return a string\n def convertToTitle(self, n: int) -> str:\n capitals = [chr(x) for x in range(ord('A'), ord('Z')+1)]\n result = []\n while n > 0:\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass Solution:\n # @return a string\n def convertToTitle(self, n: int) -> str:\n capitals = [chr(x) for x in range(ord('A'), ord('Z')+1)]\n result = []\n while n > 0:\n result.insert(0, capitals[(n-1)%len(capitals)])\n n = (n-1) % len(capitals)\n # result.reverse()\n return ''.join(result)\n\n Explanation: Complete the function 'convertToTitle' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
ed5a7dc4339280b02e5e632da64cfe3100fda887
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright (c) 2012 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. def SingleQuote(s): """Return an shell-escaped version of the string using single quotes. Reliably quote a string which may contain unsafe characters (e.g. space, quote, or other special characters such as '$'). The returned value can be used in a shell command line as one token that gets to be interpreted literally. Args: s: The string to quote. Return: The string quoted using single quotes. """ return pipes.quote(s) def DoubleQuote(s): """Return an shell-escaped version of the string using double quotes. Reliably quote a string which may contain unsafe characters (e.g. space or quote characters), while retaining some shell features such as variable interpolation. The returned value can be used in a shell command line as one token that gets to be further interpreted by the shell. The set of characters that retain their special meaning may depend on the shell implementation. This set usually includes: '$', '`', '\', '!', '*', and '@'. Args: ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: s: The string to quote. Return: The string quoted using double quotes. """
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 1,176
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (c) 2012 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\ndef SingleQuote(s):\n \"\"\"Return an shell-escaped version of the string using single quotes.\n\n Reliably quote a string which may contain unsafe characters (e.g. space,\n quote, or other special characters such as '$').\n\n The returned value can be used in a shell command line as one token that gets\n to be interpreted literally.\n\n Args:\n s: The string to quote.\n\n Return:\n The string quoted using single quotes.\n \"\"\"\n return pipes.quote(s)\n\n\ndef DoubleQuote(s):\n \"\"\"Return an shell-escaped version of the string using double quotes.\n\n Reliably quote a string which may contain unsafe characters (e.g. space\n or quote characters), while retaining some shell features such as variable\n interpolation.\n\n The returned value can be used in a shell command line as one token that gets\n to be further interpreted by the shell.\n\n The set of characters that retain their special meaning may depend on the\n shell implementation. This set usually includes: '$', '`', '\\', '!', '*',\n and '@'.\n\n Args:\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 s: The string to quote.\n\n Return:\n The string quoted using double quotes.\n \"\"\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed5ab9e7476a3e24312d9ef871509f4e43e86312
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Generated by Django 4.0.2 on 2022-02-26 15:52 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='FundingOptions', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('funding_name', models.CharField(help_text='Required', max_length=255, verbose_name='funding_name')), ('funding_price', models.DecimalField(decimal_places=2, help_text='Required', max_digits=1000, verbose_name='funding price')), ('funding_timeframe', models.CharField(help_text='Required', max_length=255, verbose_name='funding timeframe')), ('funding_window', models.CharField(help_text='Required', max_length=255, verbose_name='funding window')), ], options={ 'verbose_name': 'Funding Option', 'verbose_name_plural': 'Funding Options', }, ), migrations.CreateModel( name='PaymentSelections', fields=[ ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('name', models.CharField(help_text='Required', max_length=255, verbose_name='name')), ('is_active', models.BooleanField(default=True)), ], options={ 'verbose_name': 'Payment Selection', 'verbose_name_plural': 'Payment Selections', }, ), ]
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Code Review: ❌ Critical issues: Block at line 6 has no indented body ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 ✨ Improvements: Add docstring to class 'Migration' Line 19 too long (142 chars) - break into multiple lines Line 20 too long (128 chars) - break into multiple lines Line 21 too long (122 chars) - break into multiple lines
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advanced
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ui
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code_review
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Pythoncode:Python
| 0
| 1
| 1,651
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Generated by Django 4.0.2 on 2022-02-26 15:52\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n ]\n\n operations = [\n migrations.CreateModel(\n name='FundingOptions',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('funding_name', models.CharField(help_text='Required', max_length=255, verbose_name='funding_name')),\n ('funding_price', models.DecimalField(decimal_places=2, help_text='Required', max_digits=1000, verbose_name='funding price')),\n ('funding_timeframe', models.CharField(help_text='Required', max_length=255, verbose_name='funding timeframe')),\n ('funding_window', models.CharField(help_text='Required', max_length=255, verbose_name='funding window')),\n ],\n options={\n 'verbose_name': 'Funding Option',\n 'verbose_name_plural': 'Funding Options',\n },\n ),\n migrations.CreateModel(\n name='PaymentSelections',\n fields=[\n ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),\n ('name', models.CharField(help_text='Required', max_length=255, verbose_name='name')),\n ('is_active', models.BooleanField(default=True)),\n ],\n options={\n 'verbose_name': 'Payment Selection',\n 'verbose_name_plural': 'Payment Selections',\n },\n ),\n ]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 6 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n\n\u2728 Improvements:\n Add docstring to class 'Migration'\n Line 19 too long (142 chars) - break into multiple lines\n Line 20 too long (128 chars) - break into multiple lines\n Line 21 too long (122 chars) - break into multiple lines"}]
| false
| null | null | null |
ed5b25db8eee2bdd6eb22e7c4a9c331775d6cf05
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TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import itertools from astm import codec from collections import defaultdict from django.utils import timezone import directions.models as directions import directory.models as directory import api.models as api import simplejson as json def get_astm_header() -> list: return ['H|\\^&', None, None, ['1', '2.00'], None, None, None, None, None, None, 'P', '1.00', timezone.now().strftime("%Y%m%d%H%M%S")] def get_leave() -> list: return ['L', 1, 'N'] def get_patient() -> list: return ['P', 1] def get_iss_direction(direction: directions.Napravleniya, analyzer: api.Analyzer, full=False) -> list: r = [] n = 0 iss_list = directions.Issledovaniya.objects.filter(napravleniye=direction) if not full: iss_list = iss_list.filter(doc_confirmation__isnull=True) for i in iss_list: researches = defaultdict(list) for fraction in directory.Fractions.objects.filter(research=i.research, relationfractionastm__analyzer=analyzer, hide=False): rel = api.RelationFractionASTM.objects.filter(fraction=fraction, analyzer=analyzer) if not rel.exists(): continue rel = rel[0] tube = directions.TubesRegistration.objects.filter(type__fractions=fraction) if not tube.exists(): continue tube = tube[0] researches[tube.pk].append(rel.astm_field) for tpk in researches: n += 1 r.append(['O', n, tpk, None, [[None, x, None, None] for x in researches[tpk]]]) return r def encode(m) -> str: return codec.iter_encode(m) def get_astm(directions_list, analyzer: api.Analyzer, full=False, out=None) -> str: iss = [get_iss_direction(x, analyzer, full) for x in directions_list] m = [get_astm_header(), get_patient()] m = list(itertools.chain(m, *iss)) m.append(get_leave()) if out: out.write(json.dumps(m)) return encode(m) def get_iss_astm(issledovaniya: list, app: api.Application, need_astm=False): m = [get_astm_header(), get_patient()] n = 0 researches = defaultdict(list) for row in issledovaniya: k = row["pk"] i = row["iss"] for fraction in directory.Fractions.objects.filter(research=i.research, relationfractionastm__application_api=app, hide=False): rel = api.RelationFractionASTM.objects.filter(fraction=fraction, application_api=app) if not rel.exists(): continue rel = rel[0] if rel.is_code: researches[k].append([None, None, None, rel.astm_field]) else: researches[k].append([None, rel.astm_field, None, None]) for tpk in researches: n += 1 m.append(['O', n, tpk, None, researches[tpk]]) m.append(get_leave()) return encode(m)
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 29 💡 Suggestions: Add docstring to function 'get_iss_direction' Add docstring to function 'get_astm' Add docstring to function 'get_iss_astm'
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advanced
|
api
|
debugging
|
Pythoncode:Python
| 7
| 0
| 2,845
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport itertools\nfrom astm import codec\nfrom collections import defaultdict\nfrom django.utils import timezone\nimport directions.models as directions\nimport directory.models as directory\nimport api.models as api\nimport simplejson as json\n\n\ndef get_astm_header() -> list:\n return ['H|\\\\^&', None, None, ['1', '2.00'], None, None, None, None, None, None, 'P', '1.00', timezone.now().strftime(\"%Y%m%d%H%M%S\")]\n\n\ndef get_leave() -> list:\n return ['L', 1, 'N']\n\n\ndef get_patient() -> list:\n return ['P', 1]\n\n\ndef get_iss_direction(direction: directions.Napravleniya, analyzer: api.Analyzer, full=False) -> list:\n r = []\n n = 0\n iss_list = directions.Issledovaniya.objects.filter(napravleniye=direction)\n if not full:\n iss_list = iss_list.filter(doc_confirmation__isnull=True)\n for i in iss_list:\n researches = defaultdict(list)\n for fraction in directory.Fractions.objects.filter(research=i.research, relationfractionastm__analyzer=analyzer, hide=False):\n rel = api.RelationFractionASTM.objects.filter(fraction=fraction, analyzer=analyzer)\n if not rel.exists():\n continue\n rel = rel[0]\n tube = directions.TubesRegistration.objects.filter(type__fractions=fraction)\n if not tube.exists():\n continue\n tube = tube[0]\n researches[tube.pk].append(rel.astm_field)\n for tpk in researches:\n n += 1\n r.append(['O', n, tpk, None, [[None, x, None, None] for x in researches[tpk]]])\n return r\n\n\ndef encode(m) -> str:\n return codec.iter_encode(m)\n\n\ndef get_astm(directions_list, analyzer: api.Analyzer, full=False, out=None) -> str:\n iss = [get_iss_direction(x, analyzer, full) for x in directions_list]\n m = [get_astm_header(), get_patient()]\n m = list(itertools.chain(m, *iss))\n m.append(get_leave())\n if out:\n out.write(json.dumps(m))\n return encode(m)\n\n\ndef get_iss_astm(issledovaniya: list, app: api.Application, need_astm=False):\n m = [get_astm_header(), get_patient()]\n n = 0\n\n researches = defaultdict(list)\n for row in issledovaniya:\n k = row[\"pk\"]\n i = row[\"iss\"]\n for fraction in directory.Fractions.objects.filter(research=i.research, relationfractionastm__application_api=app, hide=False):\n rel = api.RelationFractionASTM.objects.filter(fraction=fraction, application_api=app)\n if not rel.exists():\n continue\n rel = rel[0]\n if rel.is_code:\n researches[k].append([None, None, None, rel.astm_field])\n else:\n researches[k].append([None, rel.astm_field, None, None])\n for tpk in researches:\n n += 1\n m.append(['O', n, tpk, None, researches[tpk]])\n m.append(get_leave())\n return encode(m)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'get_iss_direction'\n Add docstring to function 'get_astm'\n Add docstring to function 'get_iss_astm'"}]
| false
| null | null | null |
ed5b5860c856a4418e7eeb1cf777cb4c10722142
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/python import unittest import json import sys import os import string sys.path.append(os.path.join(os.path.dirname(__file__), os.pardir, os.pardir)) from nysa.cbuilder import sdb_component as sdbc from nysa.cbuilder import sdb_object_model as som from nysa.cbuilder.som_rom_parser import parse_rom_image from nysa.cbuilder.som_rom_generator import generate_rom_image from nysa.cbuilder.sdb import SDBInfo from nysa.cbuilder.sdb import SDBWarning from nysa.cbuilder.sdb import SDBError from nysa.common.status import StatusLevel from nysa.common.status import Status class Test (unittest.TestCase): """Unit test SDB Tree""" def setUp(self): pass ''' def test_simple_rom(self): rom_in = ROM1 som = parse_rom_image(rom_in) rom_out = generate_rom_image(som) rom_out = sdbc.convert_rom_to_32bit_buffer(rom_out) self.assertEqual(rom_in, rom_out) ''' def test_full_dionysus_read(self): from nysa.host.platform_scanner import PlatformScanner pscanner = PlatformScanner() platform_dict = pscanner.get_platforms() platform_names = platform_dict.keys() if "dionysus" not in platform_names: return s = Status() platform_instance = platform_dict["dionysus"](s) platforms = platform_instance.scan() if len(platforms) == 0: return dionysus = platforms[platforms.keys()[0]] #print "Found Dionysus" Error: SyntaxError / EOF
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Fixed Code: #!/usr/bin/python import unittest import json import sys import os import string sys.path.append(os.path.join(os.path.dirname(__file__), os.pardir, os.pardir)) from nysa.cbuilder import sdb_component as sdbc from nysa.cbuilder import sdb_object_model as som from nysa.cbuilder.som_rom_parser import parse_rom_image from nysa.cbuilder.som_rom_generator import generate_rom_image from nysa.cbuilder.sdb import SDBInfo from nysa.cbuilder.sdb import SDBWarning Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 1,547
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/python\n\nimport unittest\nimport json\nimport sys\nimport os\nimport string\n\nsys.path.append(os.path.join(os.path.dirname(__file__),\n os.pardir,\n os.pardir))\n\n\nfrom nysa.cbuilder import sdb_component as sdbc\nfrom nysa.cbuilder import sdb_object_model as som\nfrom nysa.cbuilder.som_rom_parser import parse_rom_image\nfrom nysa.cbuilder.som_rom_generator import generate_rom_image\n\nfrom nysa.cbuilder.sdb import SDBInfo\nfrom nysa.cbuilder.sdb import SDBWarning\nfrom nysa.cbuilder.sdb import SDBError\n\nfrom nysa.common.status import StatusLevel\nfrom nysa.common.status import Status\n\n\n\nclass Test (unittest.TestCase):\n \"\"\"Unit test SDB Tree\"\"\"\n\n def setUp(self):\n pass\n\n '''\n def test_simple_rom(self):\n rom_in = ROM1\n som = parse_rom_image(rom_in)\n rom_out = generate_rom_image(som)\n rom_out = sdbc.convert_rom_to_32bit_buffer(rom_out)\n self.assertEqual(rom_in, rom_out)\n '''\n\n def test_full_dionysus_read(self):\n from nysa.host.platform_scanner import PlatformScanner\n pscanner = PlatformScanner()\n platform_dict = pscanner.get_platforms()\n platform_names = platform_dict.keys()\n if \"dionysus\" not in platform_names:\n return\n\n s = Status()\n platform_instance = platform_dict[\"dionysus\"](s)\n platforms = platform_instance.scan()\n if len(platforms) == 0:\n return\n dionysus = platforms[platforms.keys()[0]]\n #print \"Found Dionysus\"\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/python\n\nimport unittest\nimport json\nimport sys\nimport os\nimport string\n\nsys.path.append(os.path.join(os.path.dirname(__file__),\n os.pardir,\n os.pardir))\n\n\nfrom nysa.cbuilder import sdb_component as sdbc\nfrom nysa.cbuilder import sdb_object_model as som\nfrom nysa.cbuilder.som_rom_parser import parse_rom_image\nfrom nysa.cbuilder.som_rom_generator import generate_rom_image\n\nfrom nysa.cbuilder.sdb import SDBInfo\nfrom nysa.cbuilder.sdb import SDBWarning\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed5bad05b400253943df833d896315c0be535899
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!python3 import os import pandas as pd import tensorflow as tf from tensorflow.keras import layers ... [5 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 150
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!python3\n\nimport os\n\nimport pandas as pd\nimport tensorflow as tf\nfrom tensorflow.keras import layers\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed5bb200d9597641b3d366c18b6bda01b9a7883d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python class KongAPI: def __init__(self, base_url, auth_username=None, auth_password=None): self.base_url = base_url if auth_username is not None and auth_password is not None: self.auth = (auth_username, auth_password) else: self.auth = None def __url(self, path): return "{}{}" . format (self.base_url, path) def _api_exists(self, name, api_list): for api in api_list: if name == api.get("name", None): return True return False def add_or_update(self, name, upstream_url, request_host=None, request_path=None, strip_request_path=False, preserve_host=False): method = "post" url = self.__url("/apis/") api_list = self.list().json().get("data", []) api_exists = self._api_exists(name, api_list) if api_exists: method = "patch" url = "{}{}" . format (url, name) data = { "name": name, "upstream_url": upstream_url, "strip_request_path": strip_request_path, "preserve_host": preserve_host } if request_host is not None: data['request_host'] = request_host if request_path is not None: data['request_path'] = request_path return getattr(requests, method)(url, data, auth=self.auth)
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 3 has no indented body • Block at line 21 has no indented body Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 10
| 2
| 1,409
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/python\n\nclass KongAPI:\n\n def __init__(self, base_url, auth_username=None, auth_password=None):\n self.base_url = base_url\n if auth_username is not None and auth_password is not None:\n self.auth = (auth_username, auth_password)\n else:\n self.auth = None\n\n def __url(self, path):\n return \"{}{}\" . format (self.base_url, path)\n\n def _api_exists(self, name, api_list):\n for api in api_list:\n if name == api.get(\"name\", None):\n return True \n return False\n\n def add_or_update(self, name, upstream_url, request_host=None, request_path=None, strip_request_path=False, preserve_host=False):\n\n method = \"post\" \n url = self.__url(\"/apis/\")\n api_list = self.list().json().get(\"data\", [])\n api_exists = self._api_exists(name, api_list)\n\n if api_exists:\n method = \"patch\"\n url = \"{}{}\" . format (url, name)\n\n data = {\n \"name\": name,\n \"upstream_url\": upstream_url,\n \"strip_request_path\": strip_request_path,\n \"preserve_host\": preserve_host\n }\n if request_host is not None:\n data['request_host'] = request_host\n if request_path is not None:\n data['request_path'] = request_path\n\n return getattr(requests, method)(url, data, auth=self.auth)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 3 has no indented body\n \u2022 Block at line 21 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed5bcaf7cb360ac7f0af74528df0eb589224f1a5
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from compas_plotters.artists import Artist from matplotlib.lines import Line2D from compas.geometry import intersection_line_box_xy class LineArtist(Artist): """""" zorder = 1000 def __init__(self, line, draw_points=False, draw_as_segment=False, linewidth=1.0, linestyle='solid', color=(0, 0, 0)): super(LineArtist, self).__init__(line) self._mpl_line = None self._start_artist = None self._end_artist = None self._segment_artist = None self._draw_points = draw_points self._draw_as_segment = draw_as_segment self.line = line self.linewidth = linewidth self.linestyle = linestyle self.color = color def clip(self): xlim, ylim = self.plotter.viewbox xmin, xmax = xlim ymin, ymax = ylim box = [[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax return intersection_line_box_xy(self.line, box) @property def data(self): return [self.line.start[:2], self.line.end[:2]] def draw(self): if self._draw_as_segment: x0, y0 = self.line.start[:2] x1, y1 = self.line.end[:2] line2d = Line2D([x0, x1], [y0, y1], linewidth=self.linewidth, linestyle=self.linestyle, color=self.color, zorder=self.zorder) self._mpl_line = self.plotter.axes.add_line(line2d) if self._draw_points: self._start_artist = self.plotter.add(self.line.start) self._end_artist = self.plotter.add(self.line.end) else: points = self.clip() if points: p0, p1 = points x0, y0 = p0[:2] x1, y1 = p1[:2] line2d = Line2D([x0, x1], [y0, y1], linewidth=self.linewidth, linestyle=self.linestyle, color=self.color, zorder=self.zorder) self._mpl_line = self.plotter.axes.add_line(line2d) if self._draw_points: self._start_artist = self.plotter.add(self.line.start) self._end_artist = self.plotter.add(self.line.end) ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 28 - expected ']' • Unclosed '[' at line 28 - expected ']' Fixes: • Complete the expression on the last line • Add closing ']' bracket • Add closing ']' bracket
|
advanced
|
ui
|
syntax_repair
|
Pythoncode:Python
| 4
| 1
| 2,383
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom compas_plotters.artists import Artist\nfrom matplotlib.lines import Line2D\n\nfrom compas.geometry import intersection_line_box_xy\n\nclass LineArtist(Artist):\n \"\"\"\"\"\"\n\n zorder = 1000\n\n def __init__(self, line, draw_points=False, draw_as_segment=False, linewidth=1.0, linestyle='solid', color=(0, 0, 0)):\n super(LineArtist, self).__init__(line)\n self._mpl_line = None\n self._start_artist = None\n self._end_artist = None\n self._segment_artist = None\n self._draw_points = draw_points\n self._draw_as_segment = draw_as_segment\n self.line = line\n self.linewidth = linewidth\n self.linestyle = linestyle\n self.color = color\n\n def clip(self):\n xlim, ylim = self.plotter.viewbox\n xmin, xmax = xlim\n ymin, ymax = ylim\nbox = [[xmin, ymin], [xmax, ymin], [xmax, ymax], [xmin, ymax\n return intersection_line_box_xy(self.line, box)\n\n @property\n def data(self):\n return [self.line.start[:2], self.line.end[:2]]\n\n def draw(self):\n if self._draw_as_segment:\n x0, y0 = self.line.start[:2]\n x1, y1 = self.line.end[:2]\n line2d = Line2D([x0, x1], [y0, y1],\n linewidth=self.linewidth,\n linestyle=self.linestyle,\n color=self.color,\n zorder=self.zorder)\n self._mpl_line = self.plotter.axes.add_line(line2d)\n if self._draw_points:\n self._start_artist = self.plotter.add(self.line.start)\n self._end_artist = self.plotter.add(self.line.end)\n else:\n points = self.clip()\n if points:\n p0, p1 = points\n x0, y0 = p0[:2]\n x1, y1 = p1[:2]\n line2d = Line2D([x0, x1], [y0, y1],\n linewidth=self.linewidth,\n linestyle=self.linestyle,\n color=self.color,\n zorder=self.zorder)\n self._mpl_line = self.plotter.axes.add_line(line2d)\n if self._draw_points:\n self._start_artist = self.plotter.add(self.line.start)\n self._end_artist = self.plotter.add(self.line.end)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 28 - expected ']'\n \u2022 Unclosed '[' at line 28 - expected ']'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ']' bracket\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
ed5c8a4473db3e1f846fdf5ddd27546849b2b2e4
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- encoding: utf8 -*- import numpy as np from sklearn.metrics import accuracy_score from sklearn.model_selection import train_test_split from lvq import SilvqModel from lvq.utils import plot2d def main(): # Load dataset dataset = np.loadtxt('data/artificial_dataset1.csv', delimiter=',') x = dataset[:, :-1].astype('float64') y = dataset[:, -1].astype('int64') # Split dataset into training set and test set x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=0.2, random_state=3, shuffle=True, stratify=y) # Generating model model = SilvqModel(x.shape[1], theta=0.8, bias_type='ls') # Training the model model.fit(x_train, y_train, epochs=30) # Predict the response for test dataset y_predict = model.predict(x_test) # Evaluating the model print('Accuracy: %.3f' %accuracy_score(y_test, y_predict)) # Plot prediction results and prototypes plot2d(model, x, y, title='Artificial dataset1') if __name__ == '__main__': main()
|
Code Review: ⚠️ Code quality: 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 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 27 Unexpected indentation at line 28 Unexpected indentation at line 29 ✨ Improvements: Add docstring to function 'main' Remove debug print() at line 27 before production
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 1
| 0
| 1,018
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- encoding: utf8 -*-\n\nimport numpy as np\n\nfrom sklearn.metrics import accuracy_score\nfrom sklearn.model_selection import train_test_split\n\nfrom lvq import SilvqModel\nfrom lvq.utils import plot2d\n\ndef main():\n # Load dataset\n dataset = np.loadtxt('data/artificial_dataset1.csv', delimiter=',')\n x = dataset[:, :-1].astype('float64')\n y = dataset[:, -1].astype('int64')\n # Split dataset into training set and test set\n x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=0.2, random_state=3, shuffle=True, stratify=y)\n\n # Generating model\n model = SilvqModel(x.shape[1], theta=0.8, bias_type='ls')\n # Training the model\n model.fit(x_train, y_train, epochs=30)\n # Predict the response for test dataset\n y_predict = model.predict(x_test)\n\n # Evaluating the model\n print('Accuracy: %.3f' %accuracy_score(y_test, y_predict))\n # Plot prediction results and prototypes\n plot2d(model, x, y, title='Artificial dataset1')\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\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 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 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n\n\u2728 Improvements:\n Add docstring to function 'main'\n Remove debug print() at line 27 before production"}]
| false
| null | null | null |
ed5d3821ab68704ffac0f126c20afbf8dae239de
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # coding: utf-8 # In[ ]: #Importing all required libraries # In[ ]: from __future__ import absolute_import, division, print_function, unicode_literals # In[ ]: #Checking for correct cuda and tf version from tensorflow.python.platform import build_info as tf_build_info
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Block at line 4 has no indented body • Block at line 10 has no indented body Fixes: • Complete the expression on the last line
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 301
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: utf-8\n\n# In[ ]:\n\n\n#Importing all required libraries\n\n\n# In[ ]:\n\n\nfrom __future__ import absolute_import, division, print_function, unicode_literals\n\n\n# In[ ]:\n\n\n#Checking for correct cuda and tf version\nfrom tensorflow.python.platform import build_info as tf_build_info"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Block at line 4 has no indented body\n \u2022 Block at line 10 has no indented body\n\n Fixes:\n \u2022 Complete the expression on the last line"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
ed5d69e17539392ab832fd82b04ce64e261c7b31
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) 2012 The Chromium Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. { 'targets': [ # Intermediate target grouping the android tools needed to run native # unittests and instrumentation test apks. { 'target_name': 'android_tools', 'type': 'none', 'dependencies': [ 'adb_reboot/adb_reboot.gyp:adb_reboot', 'forwarder2/forwarder.gyp:forwarder2', 'md5sum/md5sum.gyp:md5sum', 'purge_ashmem/purge_ashmem.gyp:purge_ashmem', ], , { 'target_name': 'memdump', 'type': 'none', 'dependencies': [ 'memdump/memdump.gyp:memdump', ], }, { 'target_name': 'memconsumer', 'type': 'none', 'dependencies': [ 'memconsumer/memconsumer.gyp:memconsumer', ], }, ], }
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Unmatched closing bracket ']' at line 33 • Unclosed '{' at line 5 - expected '}' • Unclosed '[' at line 6 - expected ']' Fix: Add missing '}' bracket at line 18
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 896
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) 2012 The Chromium Authors. All rights reserved.\n# Use of this source code is governed by a BSD-style license that can be\n# found in the LICENSE file.\n\n{\n 'targets': [\n # Intermediate target grouping the android tools needed to run native\n # unittests and instrumentation test apks.\n {\n 'target_name': 'android_tools',\n 'type': 'none',\n 'dependencies': [\n 'adb_reboot/adb_reboot.gyp:adb_reboot',\n 'forwarder2/forwarder.gyp:forwarder2',\n 'md5sum/md5sum.gyp:md5sum',\n 'purge_ashmem/purge_ashmem.gyp:purge_ashmem',\n ],\n ,\n {\n 'target_name': 'memdump',\n 'type': 'none',\n 'dependencies': [\n 'memdump/memdump.gyp:memdump',\n ],\n },\n {\n 'target_name': 'memconsumer',\n 'type': 'none',\n 'dependencies': [\n 'memconsumer/memconsumer.gyp:memconsumer',\n ],\n },\n ],\n}"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Unmatched closing bracket ']' at line 33\n \u2022 Unclosed '{' at line 5 - expected '}'\n \u2022 Unclosed '[' at line 6 - expected ']'\n\n Fix: Add missing '}' bracket at line 18"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
ed5e905c814c4d72273c16c39c47e06ae62fc1f0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright (c) 2015-2016 The Bitcoin Core developers # Distributed under the MIT software license, see the accompanying # file COPYING or http://www.opensource.org/licenses/mit-license.php. from test_framework.test_framework import BitcoinTestFramework from test_framework.util import * from test_framework.script import * from test_framework.mininode import * from test_framework.fantasygold import * from test_framework.fantasygoldconfig import * import sys class OpCallTest(BitcoinTestFramework): def set_test_params(self): self.setup_clean_chain = True self.num_nodes = 2 self.extra_args = [['-txindex=1']]*2 def send_one_op_call_tx_with_counter_check(self, outputs, counter_should_increase_by=0, input_value=500000000, should_throw=False): # 61bc221a counter() old_out = int(self.node.callcontract(self.contract_address, "61bc221a")['executionResult']['output'], 16) inpt = make_vin(self.node, input_value) tx = make_transaction(self.node, [inpt], outputs)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,053
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright (c) 2015-2016 The Bitcoin Core developers\n# Distributed under the MIT software license, see the accompanying\n# file COPYING or http://www.opensource.org/licenses/mit-license.php.\n\nfrom test_framework.test_framework import BitcoinTestFramework\nfrom test_framework.util import *\nfrom test_framework.script import *\nfrom test_framework.mininode import *\nfrom test_framework.fantasygold import *\nfrom test_framework.fantasygoldconfig import *\nimport sys\n\n\nclass OpCallTest(BitcoinTestFramework):\n def set_test_params(self):\n self.setup_clean_chain = True\n self.num_nodes = 2\n self.extra_args = [['-txindex=1']]*2\n\n def send_one_op_call_tx_with_counter_check(self, outputs, counter_should_increase_by=0, input_value=500000000, should_throw=False):\n # 61bc221a counter()\n old_out = int(self.node.callcontract(self.contract_address, \"61bc221a\")['executionResult']['output'], 16)\n inpt = make_vin(self.node, input_value)\n tx = make_transaction(self.node, [inpt], outputs)"}, {"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
|
ed5f32dd2cd9143c086d6a609f05220bf9f92fde
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from intake.source.base import DataSource, Schema import joblib import fsspec import sklearn import re from . import __version__ class SklearnModelSource(DataSource): container = 'python' name = 'sklearn' version = __version__ partition_access = False def __init__(self, urlpath, storage_options=None, metadata=None): """ Parameters ---------- urlpath: str, location of model pkl file Either the absolute or relative path to the file or URL to be opened. Some examples: - ``{{ CATALOG_DIR }}/models/model.pkl`` - ``s3://some-bucket/models/model.pkl`` """ self._urlpath = urlpath self._storage_options = storage_options or {} super().__init__(metadata=metadata) def _load(self): with fsspec.open(self._urlpath, mode='rb', **self._storage_options) as f: return f.read() def _get_schema(self): as_binary = self._load() s = re.search(b'_sklearn_versionq(.*\x00)((\d+\.)?(\d+\.)?(\*|\d+))q', as_binary) if s: sklearn_version = s.group(2).decode() else: sklearn_version = None self._schema = Schema( npartitions=1, extra_metadata={ 'sklearn_version':sklearn_version } ) return self._schema def read(self): self._load_metadata() if not self.metadata['sklearn_version'] == sklearn.__version__: msg = ('The model was created with Scikit-Learn version {} ' 'but version {} has been installed in your current environment.' ).format(self.metadata['sklearn_version'], sklearn.__version__) raise RuntimeError(msg) with fsspec.open(self._urlpath, **self._storage_options) as f: return joblib.load(f)
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
database
|
refactoring
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Pythoncode:Python
| 4
| 1
| 1,883
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom intake.source.base import DataSource, Schema\nimport joblib\nimport fsspec\nimport sklearn\nimport re\n\nfrom . import __version__\n\nclass SklearnModelSource(DataSource):\n container = 'python'\n name = 'sklearn'\n version = __version__\n partition_access = False\n\n def __init__(self, urlpath, storage_options=None, metadata=None):\n \"\"\"\n Parameters\n ----------\n\n urlpath: str, location of model pkl file\n Either the absolute or relative path to the file or URL to be\n opened. Some examples:\n - ``{{ CATALOG_DIR }}/models/model.pkl``\n - ``s3://some-bucket/models/model.pkl``\n \"\"\"\n\n self._urlpath = urlpath\n self._storage_options = storage_options or {}\n\n super().__init__(metadata=metadata)\n\n\n def _load(self):\n with fsspec.open(self._urlpath, mode='rb', **self._storage_options) as f:\n return f.read()\n\n\n def _get_schema(self):\n as_binary = self._load()\n s = re.search(b'_sklearn_versionq(.*\\x00)((\\d+\\.)?(\\d+\\.)?(\\*|\\d+))q', as_binary)\n if s:\n sklearn_version = s.group(2).decode()\n else:\n sklearn_version = None\n\n self._schema = Schema(\n npartitions=1,\n extra_metadata={\n 'sklearn_version':sklearn_version\n }\n )\n return self._schema\n\n\n def read(self):\n self._load_metadata()\n\n if not self.metadata['sklearn_version'] == sklearn.__version__:\n msg = ('The model was created with Scikit-Learn version {} '\n 'but version {} has been installed in your current environment.'\n ).format(self.metadata['sklearn_version'], sklearn.__version__)\n raise RuntimeError(msg)\n\n\n with fsspec.open(self._urlpath, **self._storage_options) as f:\n return joblib.load(f)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
ed5fdee808e9a889711f8e8007e05b2a81263072
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class ParamListener(object): """ This listener is used to get the params for a function. """ def __init__(self): self.param_possibilities = [] def execute(self, params): self.param_possibilities += params @debug.increase_indent def search_params(evaluator, param): """ A dynamic search for param values. If you try to complete a type: >>> def func(foo): ... foo >>> func(1) >>> func("") It is not known what the type ``foo`` without analysing the whole code. You have to look for all calls to ``func`` to find out what ``foo`` possibly is. """ if not settings.dynamic_params: return [] debug.dbg('Dynamic param search for %s', param) func = param.get_parent_until(pr.Function) # Compare the param names.
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names = [n for n in search_function_call(evaluator, func) if n.value == param.name.value] # Evaluate the ExecutedParams to types. result = list(chain.from_iterable(n.parent.eval(evaluator) for n in names)) debug.dbg('Dynamic param result %s', result) return result @memoize_default([], evaluator_is_first_arg=True) def search_function_call(evaluator, func): """ Returns a list of param names. """ from jedi.evaluate import representation as er def get_params_for_module(module): """ Returns the values of a param, or an empty array. """ @memoize_default([], evaluator_is_first_arg=True) ... [1 more functiondefs truncated] ...
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advanced
|
machine_learning
|
code_completion
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Pythoncode:Python
| 5
| 1
| 1,536
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass ParamListener(object):\n \"\"\"\n This listener is used to get the params for a function.\n \"\"\"\n def __init__(self):\n self.param_possibilities = []\n\n def execute(self, params):\n self.param_possibilities += params\n\n\n@debug.increase_indent\ndef search_params(evaluator, param):\n \"\"\"\n A dynamic search for param values. If you try to complete a type:\n\n >>> def func(foo):\n ... foo\n >>> func(1)\n >>> func(\"\")\n\n It is not known what the type ``foo`` without analysing the whole code. You\n have to look for all calls to ``func`` to find out what ``foo`` possibly\n is.\n \"\"\"\n if not settings.dynamic_params:\n return []\n debug.dbg('Dynamic param search for %s', param)\n\n func = param.get_parent_until(pr.Function)\n # Compare the param names."}, {"role": "assistant", "content": "\n names = [n for n in search_function_call(evaluator, func)\n if n.value == param.name.value]\n # Evaluate the ExecutedParams to types.\n result = list(chain.from_iterable(n.parent.eval(evaluator) for n in names))\n debug.dbg('Dynamic param result %s', result)\n return result\n\n\n@memoize_default([], evaluator_is_first_arg=True)\ndef search_function_call(evaluator, func):\n \"\"\"\n Returns a list of param names.\n \"\"\"\n from jedi.evaluate import representation as er\n\n def get_params_for_module(module):\n \"\"\"\n Returns the values of a param, or an empty array.\n \"\"\"\n @memoize_default([], evaluator_is_first_arg=True)\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
ed607bad1d48fdf5da41de44d6ec206f2716afe4
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from steamcheck import app from flask import jsonify, render_template import os import steamapi import json @app.route('/') def index(): return render_template("index.html") @app.route('/report/<name>') def report(name=None): """ This will generate the report based on the users Steam ID. Returns JSON :param name: Steam ID (either numerical ID or vanity url: steamcommunity.com/id/moird :return: Json object that contains listing of all linux games and general information about them: { "steamuser": "real steam name", "image": "steam user image url", "games": [{'gametitle', {"linux":true}}] "error": "" } """ process_report = {} try: # See if we are running on heroku or not. Could probably set an environment variable for this as well. if os.path.exists('/app/assets/GAMES.json'): linux_game_list = '/app/assets/GAMES.json' winehq_list = '/app/assets/winehq.json' else: ... code continues ...
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Completion: Missing: If statement incomplete - else clause truncated To complete: • Complete if-else statement Example continuation: linux_game_list = './assets/GAMES.json' winehq_list = './assets/winehq.json' with open(linux_game_list) as linux_game_list_raw: linux_games = json.load(linux_game_list_raw)
|
intermediate
|
api
|
incomplete_code
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Pythoncode:Python
| 2
| 0
| 999
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom steamcheck import app\nfrom flask import jsonify, render_template\nimport os\nimport steamapi\nimport json\n\n\n@app.route('/')\ndef index():\n return render_template(\"index.html\")\n\n\n@app.route('/report/<name>')\ndef report(name=None):\n \"\"\"\n This will generate the report based on the users Steam ID. Returns JSON\n :param name: Steam ID (either numerical ID or vanity url: steamcommunity.com/id/moird\n :return: Json object that contains listing of all linux games and general information about them:\n {\n \"steamuser\": \"real steam name\",\n \"image\": \"steam user image url\",\n \"games\": [{'gametitle', {\"linux\":true}}]\n \"error\": \"\"\n }\n \"\"\"\n process_report = {}\n try:\n # See if we are running on heroku or not. Could probably set an environment variable for this as well.\n if os.path.exists('/app/assets/GAMES.json'):\n linux_game_list = '/app/assets/GAMES.json'\n winehq_list = '/app/assets/winehq.json'\n else:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If statement incomplete - else clause truncated\n\n To complete:\n \u2022 Complete if-else statement\n\n Example continuation:\n linux_game_list = './assets/GAMES.json'\n winehq_list = './assets/winehq.json'\n\n with open(linux_game_list) as linux_game_list_raw:\n linux_games = json.load(linux_game_list_raw)"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
ed614dd2f553e42b3e9876c261fcf0d4bfb4705a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- """Functions to call when running the tool. This module should contain a function called `run_module`, that is executed when the module is run with `python -m delphi_validator`. """ from delphi_utils import read_params from .validate import Validator Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- """Functions to call when running the tool. This module should contain a function called `run_module`, that is executed when the module is run with `python -m delphi_validator`. """ from delphi_utils import read_params from .validate import Validator def run_module(): """Run the validator as a module.""" parent_params = read_params() params = parent_params['validation'] Explanation: Complete the truncated code structure
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intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 276
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"Functions to call when running the tool.\n\nThis module should contain a function called `run_module`, that is executed\nwhen the module is run with `python -m delphi_validator`.\n\"\"\"\nfrom delphi_utils import read_params\nfrom .validate import Validator\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\"\"\"Functions to call when running the tool.\n\nThis module should contain a function called `run_module`, that is executed\nwhen the module is run with `python -m delphi_validator`.\n\"\"\"\nfrom delphi_utils import read_params\nfrom .validate import Validator\n\n\ndef run_module():\n \"\"\"Run the validator as a module.\"\"\"\n parent_params = read_params()\n params = parent_params['validation']\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed6236b34ab65a1e059ca45441d455cec6bd4e90
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import torch.utils.data as data import numpy as np from imageio import imread from path import Path import pdb def crawl_folders(folders_list): imgs = [] depth = [] for folder in folders_list: current_imgs = sorted(folder.files('*.jpg')) current_depth = [] for img in current_imgs: d = img.dirname()/(img.name[:-4] + '.npy') assert(d.isfile()), "depth file {} not found".format(str(d)) depth.append(d) imgs.extend(current_imgs) depth.extend(current_depth) return imgs, depth def load_as_float(path): return imread(path).astype(np.float32) class ValidationSet(data.Dataset): """A sequence data loader where the files are arranged in this way: root/scene_1/0000000.jpg root/scene_1/0000000.npy root/scene_1/0000001.jpg root/scene_1/0000001.npy .. root/scene_2/0000000.jpg root/scene_2/0000000.npy . transform functions must take in a list a images and a numpy array which can be None """ def __init__(self, root, transform=None): self.root = Path(root) scene_list_path = self.root/'val.txt' self.scenes = [self.root/folder[:-1] for folder in open(scene_list_path)] self.imgs, self.depth = crawl_folders(self.scenes) self.transform = transform def __getitem__(self, index): img = load_as_float(self.imgs[index]) depth = np.load(self.depth[index]).astype(np.float32) #;pdb.set_trace() if self.transform is not None: img, _, _ = self.transform([img], depth, None); #this depth is just used to fill the compose transform that is shared(no need for the result) img = img[0] return img, depth def __len__(self): return len(self.imgs)
|
Code Review: ❌ Critical issues: Unterminated string literal at line 27 ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 12 Unexpected indentation at line 13 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 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 53 Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation ✨ Improvements: Add closing quote at line 27 Add docstring to function 'crawl_folders' Add docstring to function '__init__' Add docstring to function '__getitem__' Line 51 too long (153 chars) - break into multiple lines
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 5
| 1
| 1,876
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport torch.utils.data as data\nimport numpy as np\nfrom imageio import imread\nfrom path import Path\nimport pdb\n\ndef crawl_folders(folders_list):\n imgs = []\n depth = []\n for folder in folders_list:\n current_imgs = sorted(folder.files('*.jpg'))\n current_depth = []\n for img in current_imgs:\n d = img.dirname()/(img.name[:-4] + '.npy')\n assert(d.isfile()), \"depth file {} not found\".format(str(d))\n depth.append(d)\n imgs.extend(current_imgs)\n depth.extend(current_depth)\n return imgs, depth\n\n\ndef load_as_float(path):\n return imread(path).astype(np.float32)\n\n\nclass ValidationSet(data.Dataset):\n \"\"\"A sequence data loader where the files are arranged in this way:\n root/scene_1/0000000.jpg\n root/scene_1/0000000.npy\n root/scene_1/0000001.jpg\n root/scene_1/0000001.npy\n ..\n root/scene_2/0000000.jpg\n root/scene_2/0000000.npy\n .\n\n transform functions must take in a list a images and a numpy array which can be None\n \"\"\"\n\n def __init__(self, root, transform=None):\n self.root = Path(root)\n scene_list_path = self.root/'val.txt'\n self.scenes = [self.root/folder[:-1] for folder in open(scene_list_path)]\n self.imgs, self.depth = crawl_folders(self.scenes)\n self.transform = transform\n\n def __getitem__(self, index):\n img = load_as_float(self.imgs[index])\n depth = np.load(self.depth[index]).astype(np.float32) #;pdb.set_trace()\n if self.transform is not None: \n img, _, _ = self.transform([img], depth, None); #this depth is just used to fill the compose transform that is shared(no need for the result)\n img = img[0]\n return img, depth\n\n def __len__(self):\n return len(self.imgs)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 27\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n Unexpected indentation at line 13\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 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Add closing quote at line 27\n Add docstring to function 'crawl_folders'\n Add docstring to function '__init__'\n Add docstring to function '__getitem__'\n Line 51 too long (153 chars) - break into multiple lines"}]
| false
| null | null | null |
ed62a0f3bd61d82280e96fe9d14711d5df97f622
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/python from .rot13 import Rot13 import secretpy.alphabets as al class Rot18: """ The Rot18 Cipher """ __rot13 = Rot13() def __init__(self): alphabet = al.ENGLISH half = len(alphabet) >> 1 self.__alphabet = alphabet[:half] + al.DECIMAL[:5] + alphabet[half:] + al.DECIMAL[5:] def __crypt(self, text, alphabet): return self.__rot13.encrypt(text, alphabet=self.__alphabet) def encrypt(self, text, key=None, alphabet=None): """ Encryption method :param text: Text to encrypt :param key: is not used :param alphabet: is not used :type text: string :type key: integer Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/python from .rot13 import Rot13 import secretpy.alphabets as al class Rot18: """ The Rot18 Cipher """ __rot13 = Rot13() def __init__(self): alphabet = al.ENGLISH half = len(alphabet) >> 1 self.__alphabet = alphabet[:half] + al.DECIMAL[:5] + alphabet[half:] + al.DECIMAL[5:] def __crypt(self, text, alphabet): return self.__rot13.encrypt(text, alphabet=self.__alphabet) Explanation: Complete the truncated code structure
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advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 694
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/python\n\nfrom .rot13 import Rot13\nimport secretpy.alphabets as al\n\n\nclass Rot18:\n \"\"\"\n The Rot18 Cipher\n \"\"\"\n __rot13 = Rot13()\n\n def __init__(self):\n alphabet = al.ENGLISH\n half = len(alphabet) >> 1\n self.__alphabet = alphabet[:half] + al.DECIMAL[:5] + alphabet[half:] + al.DECIMAL[5:]\n\n def __crypt(self, text, alphabet):\n return self.__rot13.encrypt(text, alphabet=self.__alphabet)\n\n def encrypt(self, text, key=None, alphabet=None):\n \"\"\"\n Encryption method\n\n :param text: Text to encrypt\n :param key: is not used\n :param alphabet: is not used\n :type text: string\n :type key: integer\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/python\n\nfrom .rot13 import Rot13\nimport secretpy.alphabets as al\n\n\nclass Rot18:\n \"\"\"\n The Rot18 Cipher\n \"\"\"\n __rot13 = Rot13()\n\n def __init__(self):\n alphabet = al.ENGLISH\n half = len(alphabet) >> 1\n self.__alphabet = alphabet[:half] + al.DECIMAL[:5] + alphabet[half:] + al.DECIMAL[5:]\n\n def __crypt(self, text, alphabet):\n return self.__rot13.encrypt(text, alphabet=self.__alphabet)\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed62a4dc340088a21f482019440f649f39123cfc
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from abc import abstractmethod from pysaurus.database.properties import PropType from pysaurus.database.video import Video class SpecialPropType(PropType): __slots__ = () @abstractmethod def get(self, video: Video): raise NotImplementedError() class PropError(SpecialPropType): __slots__ = () def __init__(self): super().__init__("<error>", "", True) def get(self, video: Video): return sorted(set(video.errors) | set(video.properties.get(self.name, ()))) class SpecialProperties: properties = [PropError()] @classmethod def install(cls, database): to_save = False for expected in cls.properties: if ( not database.has_prop_type(expected.name)
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 32 - expected ')' • SyntaxError: '(' was never closed at line 32 Fix: Complete the truncated code structure
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advanced
|
database
|
error_detection
|
Pythoncode:Python
| 6
| 3
| 758
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom abc import abstractmethod\n\nfrom pysaurus.database.properties import PropType\nfrom pysaurus.database.video import Video\n\n\nclass SpecialPropType(PropType):\n __slots__ = ()\n\n @abstractmethod\n def get(self, video: Video):\n raise NotImplementedError()\n\n\nclass PropError(SpecialPropType):\n __slots__ = ()\n\n def __init__(self):\n super().__init__(\"<error>\", \"\", True)\n\n def get(self, video: Video):\n return sorted(set(video.errors) | set(video.properties.get(self.name, ())))\n\n\nclass SpecialProperties:\n properties = [PropError()]\n\n @classmethod\n def install(cls, database):\n to_save = False\n for expected in cls.properties:\n if (\n not database.has_prop_type(expected.name)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 32 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 32\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed6310e1d8d83cf871e0d32a527ca7f1529b58ca
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2017 AT&T Corporation. # 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. import contextlib import sys import time from oslo_log import log as logging from oslo_utils import excutils from tempest import config from tempest.lib import exceptions as lib_exc from patrole_tempest_plugin import rbac_exceptions class _ValidateListContext(object): """Context class responsible for validation of the list functions. This class is used in ``override_role_and_validate_list`` funct
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 29 • SyntaxError: unterminated triple-quoted string literal (detected at line 31) at line 29 Fix: Complete the truncated code structure
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advanced
|
api
|
error_detection
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Pythoncode:Python
| 1
| 1
| 1,045
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2017 AT&T Corporation.\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\nimport contextlib\nimport sys\nimport time\n\nfrom oslo_log import log as logging\nfrom oslo_utils import excutils\n\nfrom tempest import config\nfrom tempest.lib import exceptions as lib_exc\n\nfrom patrole_tempest_plugin import rbac_exceptions\n\nclass _ValidateListContext(object):\n \"\"\"Context class responsible for validation of the list functions.\n\n This class is used in ``override_role_and_validate_list`` funct"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 29\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 31) at line 29\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed65a740d0a6c0e521ed5a04db6b899535f0bcde
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from initialize import * from core.db.db_func import query_linedrug_list import os import wx class DrugPopup(wx.ComboPopup): def __init__(self, parent): super().__init__() self.lc = None self.mv = parent.mv self.init_d_l = query_linedrug_list(self.mv.sess).all() self.d_l = [] def Create(self, parent): self.lc = wx.ListCtrl( parent, style=wx.LC_REPORT | wx.LC_SINGLE_SEL | wx.SIMPLE_BORDER) self.lc.AppendColumn('Thuốc', width=200) self.lc.AppendColumn('Thành phần', width=150) self.lc.AppendColumn('Số lượng') self.lc.AppendColumn('Đơn giá') self.lc.AppendColumn('Cách dùng', width=100) self.lc.Bind(wx.EVT_MOTION, self.OnMotion) self.lc.Bind(wx.EVT_LEFT_DOWN, self.OnLeftDown) self.lc.Bind(wx.EVT_KEY_DOWN, self.onKeyPress) self.Update() return True def Init(self): self.value = -1 self.curi
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 7 has no indented body Fix: Complete the truncated code structure
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advanced
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testing
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error_detection
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Pythoncode:Python
| 11
| 1
| 979
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom initialize import *\nfrom core.db.db_func import query_linedrug_list\nimport os\nimport wx\n\n\nclass DrugPopup(wx.ComboPopup):\n\n def __init__(self, parent):\n super().__init__()\n self.lc = None\n self.mv = parent.mv\n self.init_d_l = query_linedrug_list(self.mv.sess).all()\n self.d_l = []\n\n def Create(self, parent):\n self.lc = wx.ListCtrl(\n parent,\n style=wx.LC_REPORT | wx.LC_SINGLE_SEL | wx.SIMPLE_BORDER)\n self.lc.AppendColumn('Thu\u1ed1c', width=200)\n self.lc.AppendColumn('Th\u00e0nh ph\u1ea7n', width=150)\n self.lc.AppendColumn('S\u1ed1 l\u01b0\u1ee3ng')\n self.lc.AppendColumn('\u0110\u01a1n gi\u00e1')\n self.lc.AppendColumn('C\u00e1ch d\u00f9ng', width=100)\n self.lc.Bind(wx.EVT_MOTION, self.OnMotion)\n self.lc.Bind(wx.EVT_LEFT_DOWN, self.OnLeftDown)\n self.lc.Bind(wx.EVT_KEY_DOWN, self.onKeyPress)\n self.Update()\n return True\n\n def Init(self):\n self.value = -1\n self.curi"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 7 has no indented body\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
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ed66f473c8ee9e1a4cbf088bc3dc94834ee24ff9
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: from Roteiro4.Roteiro4__funcoes import Grafo class Grafos: # Grafo da Paraíba paraiba = Grafo(['J', 'C', 'E', 'P', 'M', 'T', 'Z']) for aresta in ['J-C', 'C-E', 'C-E', 'C-P', 'C-P', 'C-M', 'C-T', 'M-T', 'T-Z']: paraiba.adicionaAresta(aresta) # --- # # Grafo Completo grafo_completo = Grafo(['J', 'C', 'E', 'P']) for aresta in ['J-C', 'J-P', 'J-E', 'C-E', 'C-P', 'P-E']: grafo_completo.adicionaAresta(aresta) # --- # # K3 k3 = Grafo(['A', 'B', 'C']) for aresta in ['A-B', 'B-C', 'C-A']: k3.adicionaAresta(aresta) # --- #
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Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 10 Unexpected indentation at line 12 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 22 ✨ Improvements: Add docstring to class 'Grafos'
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advanced
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machine_learning
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code_review
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Pythoncode:Python
| 0
| 1
| 615
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom Roteiro4.Roteiro4__funcoes import Grafo\n\n\nclass Grafos:\n \n # Grafo da Para\u00edba\n paraiba = Grafo(['J', 'C', 'E', 'P', 'M', 'T', 'Z'])\n for aresta in ['J-C', 'C-E', 'C-E', 'C-P', 'C-P', 'C-M', 'C-T', 'M-T', 'T-Z']:\n paraiba.adicionaAresta(aresta)\n \n # --- #\n \n # Grafo Completo\n grafo_completo = Grafo(['J', 'C', 'E', 'P'])\n for aresta in ['J-C', 'J-P', 'J-E', 'C-E', 'C-P', 'P-E']:\n grafo_completo.adicionaAresta(aresta)\n\n # --- #\n \n # K3\n k3 = Grafo(['A', 'B', 'C'])\n for aresta in ['A-B', 'B-C', 'C-A']:\n k3.adicionaAresta(aresta)\n\n # --- #"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 10\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n\n\u2728 Improvements:\n Add docstring to class 'Grafos'"}]
| false
| null | null | null |
ed6710b9dafd0dadb8b0c6608676f1c2e79ad2c8
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- from django.shortcuts import get_object_or_404, render_to_response, render from django.http import HttpResponseRedirect, HttpResponse from django.core.urlresolvers import reverse from django.shortcuts import redirect from joboard.models import Factory from joboard.forms import FactoryForm from django.template import RequestContext from django.core.exceptions import ObjectDoesNotExist from urllib import urlopen, urlencode import urllib2 from fuzzybee.conf import b_url, b_ak, geo_table, l_url, app_id, app_key from utils.pack_json import toJSON, fromJSON from django.contrib.auth.decorators import login_required from people.models import People import logging logger = logging.getLogger(__name__) @login_required def index(request): form = None if request.method == 'POST': form = FactoryForm(request.POST) print form if form.is_valid(): factory = form.cleaned_data logger.debug("lat: " + str(factory['fact_lat'])) logger.debug("addr: " + factory['fact_addr']) #save factory in model factmodel = form.save(commit=False) print request.user factmodel.fact_maintainer = People.objects.get(user=request.user) factmodel.save() factid = factmodel.id #save in public server: leancloud and baidu save_factory_cloud(factory, factid) return HttpResponseRedirect(reverse('board:detail', args=(factid,))) else: form = FactoryForm() return render_to_response('board/new.html', {'form': form}, context_instance=RequestContext(request)) @login_required def detail(request, fact_id): print fact_id info = get_object_or_404(Factory, pk=fact_id) return render(request, 'board/detail.html', {'info':info}) @login_required def manager(request): print "manager..." try: people = People.objects.get(user=request.user) factory = Factory.objects.get(fact_maintainer=people) except ObjectDoesNotExist: print 'no hire action...' return redirect(reverse('joboard.views.index', args=[])) return render(request, 'board/manager.html', {'info':factory}) def save_factory_cloud(fact_info, fact_id): title = fact_info['fact_name'] address = fact_info['fact_addr'] lat = fact_info['fact_lat'] lng = fact_info['fact_lng'] num = fact_info['hire_num'] data = { 'title': title.encode("utf-8"), 'address': address.encode("utf-8"), 'latitude': lat, 'longitude': lng, 'job_num': num, 'factory_id': fact_id, } head = { 'X-AVOSCloud-Application-Id': app_id, 'X-AVOSCloud-Application-Key': app_key, 'Content-Type': 'application/json', } req = urllib2.Request(l_url, toJSON(data), head) print str(req) response = urllib2.urlopen(req) #print respone.read() lean_response = fromJSON(response.read()) print lean_response ... [code truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 26 ⚠️ Code quality: Unexpected indentation at line 24 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 43 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 76 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 84 Unexpected indentation at line 85 Unexpected indentation at line 86 Unexpected indentation at line 87 ✨ Improvements: Complete the expression on the last line Review code syntax
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intermediate
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api
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code_review
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Pythoncode:Python
| 4
| 0
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom django.shortcuts import get_object_or_404, render_to_response, render\nfrom django.http import HttpResponseRedirect, HttpResponse\nfrom django.core.urlresolvers import reverse\nfrom django.shortcuts import redirect\nfrom joboard.models import Factory\nfrom joboard.forms import FactoryForm\nfrom django.template import RequestContext\nfrom django.core.exceptions import ObjectDoesNotExist\n\nfrom urllib import urlopen, urlencode\nimport urllib2\n\nfrom fuzzybee.conf import b_url, b_ak, geo_table, l_url, app_id, app_key\nfrom utils.pack_json import toJSON, fromJSON\nfrom django.contrib.auth.decorators import login_required\nfrom people.models import People\nimport logging\nlogger = logging.getLogger(__name__)\n\n@login_required\ndef index(request):\n form = None\n if request.method == 'POST':\n form = FactoryForm(request.POST)\n print form\n if form.is_valid():\n factory = form.cleaned_data\n logger.debug(\"lat: \" + str(factory['fact_lat']))\n logger.debug(\"addr: \" + factory['fact_addr'])\n #save factory in model\n factmodel = form.save(commit=False)\n print request.user\n factmodel.fact_maintainer = People.objects.get(user=request.user)\n factmodel.save()\n\n factid = factmodel.id\n #save in public server: leancloud and baidu\n save_factory_cloud(factory, factid)\n return HttpResponseRedirect(reverse('board:detail', args=(factid,)))\n else:\n form = FactoryForm()\n return render_to_response('board/new.html', {'form': form}, context_instance=RequestContext(request))\n\n@login_required\ndef detail(request, fact_id):\n print fact_id\n info = get_object_or_404(Factory, pk=fact_id)\n return render(request, 'board/detail.html', {'info':info})\n\n@login_required\ndef manager(request):\n print \"manager...\"\n try:\n people = People.objects.get(user=request.user)\n factory = Factory.objects.get(fact_maintainer=people)\n except ObjectDoesNotExist:\n print 'no hire action...'\n return redirect(reverse('joboard.views.index', args=[]))\n return render(request, 'board/manager.html', {'info':factory})\n\ndef save_factory_cloud(fact_info, fact_id):\n title = fact_info['fact_name']\n address = fact_info['fact_addr']\n lat = fact_info['fact_lat']\n lng = fact_info['fact_lng']\n num = fact_info['hire_num']\n\n data = {\n 'title': title.encode(\"utf-8\"),\n 'address': address.encode(\"utf-8\"),\n 'latitude': lat,\n 'longitude': lng,\n 'job_num': num,\n 'factory_id': fact_id,\n }\n head = {\n 'X-AVOSCloud-Application-Id': app_id,\n 'X-AVOSCloud-Application-Key': app_key,\n 'Content-Type': 'application/json',\n }\n req = urllib2.Request(l_url, toJSON(data), head)\n print str(req)\n response = urllib2.urlopen(req)\n #print respone.read()\n lean_response = fromJSON(response.read())\n print lean_response\n\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 26\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 24\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 43\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 54\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 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 76\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review code syntax"}]
| false
| null | null | null |
ed6739ff5f8ea8f36a47b3ca0134c0c015b0b7c7
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from flask import Flask from flask_cors import CORS from flask_graphql import GraphQLView from schema import Schema def create_app(**kwargs): app = Flask(__name__) app.debug = True app.add_url_rule( '/graphql', view_func=GraphQLView.as_view('graphql', schema=Schema, **kwargs) ) return app if __name__ == '__main__': app = create_app(graphiql=True) CORS(app, resources={r'/graphql': {'origins': '*'}}) app.run()
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Code Review: ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 19 Unexpected indentation at line 20 ✨ Improvements: Add docstring to function 'create_app'
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intermediate
|
ui
|
code_review
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Pythoncode:Python
| 1
| 0
| 464
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom flask import Flask\nfrom flask_cors import CORS\nfrom flask_graphql import GraphQLView\nfrom schema import Schema\n\n\ndef create_app(**kwargs):\n app = Flask(__name__)\n app.debug = True\n app.add_url_rule(\n '/graphql',\n view_func=GraphQLView.as_view('graphql', schema=Schema, **kwargs)\n )\n return app\n\n\nif __name__ == '__main__':\n app = create_app(graphiql=True)\n CORS(app, resources={r'/graphql': {'origins': '*'}})\n app.run()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n\n\u2728 Improvements:\n Add docstring to function 'create_app'"}]
| false
| null | null | null |
ed67b3786dc5aa973280b427220b99a230def591
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # Factory-like class for mortgage options class MortgageOptions: def __init__(self,kind,**inputOptions): self.set_default_options() ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.set_kind_options(kind = kind) self.set_input_options(**inputOptions) ... [3 more functiondefs truncated] ...
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intermediate
|
oop
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incomplete_code
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Pythoncode:Python
| 1
| 1
| 137
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Factory-like class for mortgage options\nclass MortgageOptions:\n def __init__(self,kind,**inputOptions):\n self.set_default_options()\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.set_kind_options(kind = kind)\n self.set_input_options(**inputOptions)\n \n\n ... [3 more functiondefs truncated] ..."}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
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ed689bd57d1b5e295bd3bb253d9bfc772e080d82
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from DD.utils import PoolByteArray2NumpyArray, NumpyArray2PoolByteArray from DD.Entity import Entity import numpy as np class Terrain(Entity): def __init__(self, json, width, height, scale=4, terrain_types=4): super(Terrain, self).__init__(json) self._scale = scale self.terrain_types = terrain_types self.splat = PoolByteArray2NumpyArray(self._json['splat']).reshape(height*self._scale, width*self._scale, self.terrain_types, order='C') def get_json(self): json = self._json json['splat'] = NumpyArray2PoolByteArray(self.splat.reshape(np.prod(self.splat.shape), order='C')) return json def pad(self, top, bottom, left, right): self.splat = np.pad(self.splat, ((top*self._scale, bottom*self._scale), (left*self._scale, right*self._scale), (0,0)), mode='edge') def crop(self, top, bottom, left, right): self.splat = self._crop_map_safe(self.splat, top, bottom, left, right, self._scale) def fliplr(self, width): self.splat = np.fliplr(self.splat) def flipud(self, height): self.splat = np.flipud(self.splat) def rot90(self, width, height): self.splat = self._rot90_map(self.splat) def rot180(self, width, height): self.splat = self._rot180_map(self.splat) def rot270(self, width, height): self.splat = self._rot270_map(self.splat)
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Functions: __init__, get_json, pad, crop, fliplr Classes: Terrain This code demonstrates Pythoncode:Python programming.
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advanced
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machine_learning
|
code_explanation
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Pythoncode:Python
| 9
| 1
| 1,452
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom DD.utils import PoolByteArray2NumpyArray, NumpyArray2PoolByteArray\nfrom DD.Entity import Entity\nimport numpy as np\n\nclass Terrain(Entity):\n def __init__(self, json, width, height, scale=4, terrain_types=4):\n super(Terrain, self).__init__(json)\n self._scale = scale\n self.terrain_types = terrain_types\n self.splat = PoolByteArray2NumpyArray(self._json['splat']).reshape(height*self._scale, width*self._scale, self.terrain_types, order='C')\n\n def get_json(self):\n json = self._json\n json['splat'] = NumpyArray2PoolByteArray(self.splat.reshape(np.prod(self.splat.shape), order='C'))\n return json\n\n def pad(self, top, bottom, left, right):\n self.splat = np.pad(self.splat, \n ((top*self._scale, bottom*self._scale), (left*self._scale, right*self._scale), (0,0)),\n mode='edge')\n\n def crop(self, top, bottom, left, right):\n self.splat = self._crop_map_safe(self.splat, top, bottom, left, right, self._scale)\n \n def fliplr(self, width):\n self.splat = np.fliplr(self.splat)\n \n def flipud(self, height):\n self.splat = np.flipud(self.splat)\n\n def rot90(self, width, height):\n self.splat = self._rot90_map(self.splat)\n\n def rot180(self, width, height):\n self.splat = self._rot180_map(self.splat)\n\n def rot270(self, width, height):\n self.splat = self._rot270_map(self.splat)"}, {"role": "assistant", "content": " Functions: __init__, get_json, pad, crop, fliplr\n Classes: Terrain\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
ed693e39d7414ae26d14dc6568bc549d2c30f321
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from collections import defaultdict import contextlib import tempfile import sys import threading import asyncio @contextlib.contextmanager def _print_redirect(): old_stdout = sys.stdout try: fout = tempfile.TemporaryFile(mode="w+", encoding="utf-8") sys.stdout = fout yield fout finally: sys.stdout = old_stdout class MsgCollector: def __init__(self, msg_hook=None): self.msgs = [] self.msg_hook = msg_hook def __call__(self, msg): self.msgs.append(msg) if self.msg_hook: self.msg_hook(msg) class DocCollector: def __init__(self): self.start = [] self.stop = {} self.descriptor = defaultdict(list) self.event = {} def insert(self, name, doc): if name == "start": self.start.append(doc)
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elif name == "stop": self.stop[doc["run_start"]] = doc elif name == "descriptor": self.descriptor[doc["run_start"]].append(doc) self.event[doc["uid"]] = [] elif name == 'bulk_events': for k, v in doc.items(): self.event[k].extend(v) else: self.event[doc["descriptor"]].append(doc) def _fabricate_asycio_event(loop): th_ev = threading.Event() aio_event = None def really_make_the_event(): nonlocal aio_event aio_event = asyncio.Event() th_ev.set() h = loop.call_soon_threadsafe(really_make_the_event) if not th_ev.wait(0.1): h.cancel() raise Exception("failed to make asyncio event") return aio_event
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advanced
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ui
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code_completion
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Pythoncode:Python
| 7
| 2
| 1,628
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom collections import defaultdict\nimport contextlib\nimport tempfile\nimport sys\nimport threading\nimport asyncio\n\n\n@contextlib.contextmanager\ndef _print_redirect():\n old_stdout = sys.stdout\n try:\n fout = tempfile.TemporaryFile(mode=\"w+\", encoding=\"utf-8\")\n sys.stdout = fout\n yield fout\n finally:\n sys.stdout = old_stdout\n\n\nclass MsgCollector:\n def __init__(self, msg_hook=None):\n self.msgs = []\n self.msg_hook = msg_hook\n\n def __call__(self, msg):\n self.msgs.append(msg)\n if self.msg_hook:\n self.msg_hook(msg)\n\n\nclass DocCollector:\n def __init__(self):\n self.start = []\n self.stop = {}\n self.descriptor = defaultdict(list)\n self.event = {}\n\n def insert(self, name, doc):\n if name == \"start\":\n self.start.append(doc)"}, {"role": "assistant", "content": "\n elif name == \"stop\":\n self.stop[doc[\"run_start\"]] = doc\n elif name == \"descriptor\":\n self.descriptor[doc[\"run_start\"]].append(doc)\n self.event[doc[\"uid\"]] = []\n elif name == 'bulk_events':\n for k, v in doc.items():\n self.event[k].extend(v)\n else:\n self.event[doc[\"descriptor\"]].append(doc)\n\n\ndef _fabricate_asycio_event(loop):\n th_ev = threading.Event()\n\n aio_event = None\n\n def really_make_the_event():\n nonlocal aio_event\n aio_event = asyncio.Event()\n th_ev.set()\n\n h = loop.call_soon_threadsafe(really_make_the_event)\n if not th_ev.wait(0.1):\n h.cancel()\n raise Exception(\"failed to make asyncio event\")\n return aio_event"}]
| false
| null | null | null |
ed69c7e1252a3ec3f75d6d65d353de14affd6d0c
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TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import json import sys from openslides_backend.models.checker import Checker, CheckException def main() -> int: files = sys.argv[1:] if not files: print("No files specified.") return 1 possible_modes = tuple(f"--{mode}" for mode in Checker.modes) modes = tuple(mode[2:] for mode in possible_modes if mode in files) if len(modes) == 0: mode = "all" elif len(modes) > 1: print(f"You can only choose one mode of {', '.join(possible_modes)}.") exit(1) else: mode = modes[0] if len(modes): files = [x for x in files if x not in possible_modes] failed = False for f in files: files.append(f) # BUG: mutating while iterating with open(f) as data: try: Checker( json.load(data), mode=mode, ).run_check() except CheckException as e: print(f"Check for {f} failed:\n", e) failed = True else: print(f"Check for {f} successful.") return 1 if failed else 0 if __name__ == "__main__": sys.exit(main())
|
Logical Error Analysis: Error Type: MUTATION_WHILE_ITERATE Issue: Mutating files while iterating over it Severity: HIGH Location: Line 29 Explanation: Modifying collection during iteration can cause unexpected behavior Fix: Create a copy or use list comprehension instead
|
intermediate
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 1
| 0
| 1,173
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport json\nimport sys\n\nfrom openslides_backend.models.checker import Checker, CheckException\n\n\ndef main() -> int:\n files = sys.argv[1:]\n\n if not files:\n print(\"No files specified.\")\n return 1\n\n possible_modes = tuple(f\"--{mode}\" for mode in Checker.modes)\n modes = tuple(mode[2:] for mode in possible_modes if mode in files)\n if len(modes) == 0:\n mode = \"all\"\n elif len(modes) > 1:\n print(f\"You can only choose one mode of {', '.join(possible_modes)}.\")\n exit(1)\n else:\n mode = modes[0]\n\n if len(modes):\n files = [x for x in files if x not in possible_modes]\n\n failed = False\n for f in files:\n files.append(f) # BUG: mutating while iterating\n with open(f) as data:\n try:\n Checker(\n json.load(data),\n mode=mode,\n ).run_check()\n except CheckException as e:\n print(f\"Check for {f} failed:\\n\", e)\n failed = True\n else:\n print(f\"Check for {f} successful.\")\n return 1 if failed else 0\n\n\nif __name__ == \"__main__\":\n sys.exit(main())"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: MUTATION_WHILE_ITERATE\n Issue: Mutating files while iterating over it\n Severity: HIGH\n\n Location: Line 29\n\n Explanation: Modifying collection during iteration can cause unexpected behavior\n Fix: Create a copy or use list comprehension instead"}]
| true
|
logical
|
MUTATION_WHILE_ITERATE
|
HIGH
|
ed69da856e9dae34d6443933a8a9df258e7f8e95
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from utils.data import load_memfile_configs from utils.server import plain_response from sanic import response
|
Syntax Analysis:
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 112
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom utils.data import load_memfile_configs\nfrom utils.server import plain_response\nfrom sanic import response"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
ed6a3ab7b10d68f5a936266b4ec7064d1ae865c6
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # -*- coding=utf-8 -*- import SimpleITK as itk import pydicom import numpy as np from PIL import Image, ImageDraw import gc from skimage.morphology import disk, dilation import nipy import os from glob import glob import scipy import cv2 from xml.dom.minidom import Document typenames = ['CYST', 'FNH', 'HCC', 'HEM', 'METS'] typeids = [0, 1, 2, 3, 4] def get_voxel_size(file_path): load_image_obj = nipy.load_image(file_path) header = load_image_obj.header x_size = header['srow_x'][0] y_size = header['srow_y'][1] z_size = header['srow_z'][2] return [x_size, y_size, z_size] def read_nii(file_path): return nipy.load_image(file_path).get_data() def read_nii_with_header(file_path): img_obj = nipy.load_image(file_path) header_obj = img_obj.header res_dict = {} res_dict['voxel_spacing'] = [header_obj['srow_x'][0], header_obj['srow_y'][1], header_obj['srow_z'][2]] img_arr = img_obj.get_data() return img_arr, res_dict # 读取文件序列 def read_dicom_series(dir_name): reader = itk.ImageSeriesReader() dicom_series = reader.GetGDCMSeriesFileNames(dir_name) reader.SetFileNames(dicom_series) images = reader.Execute() image_array = itk.GetArrayFromImage(images) return image_array # 将DICOM序列转化成MHD文件 def convert_dicomseries2mhd(dicom_series_dir, save_path): data = read_dicom_series(dicom_series_dir) save_mhd_image(data, save_path) # 读取单个DICOM文件 def read_dicom_file(file_name): header = pydicom.read_file(file_name) image = header.pixel_array image = header.RescaleSlope * image + header.RescaleIntercept return image # 读取mhd文件 def read_mhd_image(file_path, rejust=False): header = itk.ReadImage(file_path) image = np.array(itk.GetArrayFromImage(header)) if rejust: image[image < -70] = -70 image[image > 180] = 180 image = image + 70 return np.array(image) # 保存mhd文件 def save_mhd_image(image, file_name):
|
header = itk.GetImageFromArray(image) itk.WriteImage(header, file_name) # 根据文件名返回期项名 def return_phasename(file_name): phasenames = ['NC', 'ART', 'PV'] for phasename in phasenames: if file_name.find(phasename) != -1: return phasename # 读取DICOM文件中包含的病例ID信息 def read_patientId(dicom_file_path): ds = pydicom.read_file(dicom_file_path) return ds.PatientID # 返回病灶类型和ID的字典类型的数据 key是typename value是typeid def return_type_nameid(): res = {} res['CYST'] = 0 res['FNH'] = 1 res['HCC'] = 2 res['HEM'] = 3 res['METS'] = 4 return res # 返回病灶类型ID和名称的字典类型的数据 key是typeid value是typename def return_type_idname(): res = {} res[0] = 'CYST' res[1] = 'FNH' res[2] = 'HCC' res[3] = 'HEM' res[4] = 'METS' return res # 根据病灶类型的ID返回类型的字符串 def return_typename_byid(typeid): idname_dict = return_type_idname() return idname_dict[typeid] # 根据病灶类型的name返回id的字符串 def return_typeid_byname(typename): nameid_dict = return_type_nameid() return nameid_ ... [code truncated] ...
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 14
| 0
| 3,033
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding=utf-8 -*-\nimport SimpleITK as itk\nimport pydicom\nimport numpy as np\nfrom PIL import Image, ImageDraw\nimport gc\nfrom skimage.morphology import disk, dilation\nimport nipy\nimport os\nfrom glob import glob\nimport scipy\nimport cv2\nfrom xml.dom.minidom import Document\n\ntypenames = ['CYST', 'FNH', 'HCC', 'HEM', 'METS']\ntypeids = [0, 1, 2, 3, 4]\n\n\ndef get_voxel_size(file_path):\n load_image_obj = nipy.load_image(file_path)\n header = load_image_obj.header\n x_size = header['srow_x'][0]\n y_size = header['srow_y'][1]\n z_size = header['srow_z'][2]\n return [x_size, y_size, z_size]\n\n\ndef read_nii(file_path):\n return nipy.load_image(file_path).get_data()\n\n\ndef read_nii_with_header(file_path):\n img_obj = nipy.load_image(file_path)\n header_obj = img_obj.header\n res_dict = {}\n res_dict['voxel_spacing'] = [header_obj['srow_x'][0], header_obj['srow_y'][1], header_obj['srow_z'][2]]\n img_arr = img_obj.get_data()\n return img_arr, res_dict\n\n\n# \u8bfb\u53d6\u6587\u4ef6\u5e8f\u5217\ndef read_dicom_series(dir_name):\n reader = itk.ImageSeriesReader()\n dicom_series = reader.GetGDCMSeriesFileNames(dir_name)\n reader.SetFileNames(dicom_series)\n images = reader.Execute()\n image_array = itk.GetArrayFromImage(images)\n return image_array\n\n\n# \u5c06DICOM\u5e8f\u5217\u8f6c\u5316\u6210MHD\u6587\u4ef6\ndef convert_dicomseries2mhd(dicom_series_dir, save_path):\n data = read_dicom_series(dicom_series_dir)\n save_mhd_image(data, save_path)\n\n\n# \u8bfb\u53d6\u5355\u4e2aDICOM\u6587\u4ef6\ndef read_dicom_file(file_name):\n header = pydicom.read_file(file_name)\n image = header.pixel_array\n image = header.RescaleSlope * image + header.RescaleIntercept\n return image\n\n\n\n# \u8bfb\u53d6mhd\u6587\u4ef6\ndef read_mhd_image(file_path, rejust=False):\n header = itk.ReadImage(file_path)\n image = np.array(itk.GetArrayFromImage(header))\n if rejust:\n image[image < -70] = -70\n image[image > 180] = 180\n image = image + 70\n return np.array(image)\n\n\n# \u4fdd\u5b58mhd\u6587\u4ef6\ndef save_mhd_image(image, file_name):"}, {"role": "assistant", "content": "\n header = itk.GetImageFromArray(image)\n itk.WriteImage(header, file_name)\n\n\n# \u6839\u636e\u6587\u4ef6\u540d\u8fd4\u56de\u671f\u9879\u540d\ndef return_phasename(file_name):\n phasenames = ['NC', 'ART', 'PV']\n for phasename in phasenames:\n if file_name.find(phasename) != -1:\n return phasename\n\n\n# \u8bfb\u53d6DICOM\u6587\u4ef6\u4e2d\u5305\u542b\u7684\u75c5\u4f8bID\u4fe1\u606f\ndef read_patientId(dicom_file_path):\n ds = pydicom.read_file(dicom_file_path)\n return ds.PatientID\n\n\n# \u8fd4\u56de\u75c5\u7076\u7c7b\u578b\u548cID\u7684\u5b57\u5178\u7c7b\u578b\u7684\u6570\u636e key\u662ftypename value\u662ftypeid\ndef return_type_nameid():\n res = {}\n res['CYST'] = 0\n res['FNH'] = 1\n res['HCC'] = 2\n res['HEM'] = 3\n res['METS'] = 4\n return res\n\n\n# \u8fd4\u56de\u75c5\u7076\u7c7b\u578bID\u548c\u540d\u79f0\u7684\u5b57\u5178\u7c7b\u578b\u7684\u6570\u636e key\u662ftypeid value\u662ftypename\ndef return_type_idname():\n res = {}\n res[0] = 'CYST'\n res[1] = 'FNH'\n res[2] = 'HCC'\n res[3] = 'HEM'\n res[4] = 'METS'\n return res\n\n\n# \u6839\u636e\u75c5\u7076\u7c7b\u578b\u7684ID\u8fd4\u56de\u7c7b\u578b\u7684\u5b57\u7b26\u4e32\ndef return_typename_byid(typeid):\n idname_dict = return_type_idname()\n return idname_dict[typeid]\n\n\n# \u6839\u636e\u75c5\u7076\u7c7b\u578b\u7684name\u8fd4\u56deid\u7684\u5b57\u7b26\u4e32\ndef return_typeid_byname(typename):\n nameid_dict = return_type_nameid()\n return nameid_\n\n ... [code truncated] ..."}]
| false
| null | null | null |
ed6ad5b625da50e0023d94d78806dbcd8acd64a1
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from setuptools import setup def readme(): ... code continues ...
|
Completion: Missing: Function 'readme' is incomplete - body truncated To complete: • Complete the function 'readme' body and add missing return Example continuation: with open('README.rst') as f: return f.read() setup(name='zohoreader',
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 44
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom setuptools import setup\n\n\ndef readme():\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'readme' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'readme' body and add missing return\n\n Example continuation:\n with open('README.rst') as f:\n return f.read()\n\n\nsetup(name='zohoreader',"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
ed6aff1082796c2046965ddce3d39f2087944e89
|
TheStack--python--000.parquet
|
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