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Find all errors in this Pythoncode:Python code: import io grid = {} y = 0 x = 0 for l in io.open("day22.in").read().splitlines(): for x in range(len(l)): grid[(y,x)] = l[x] y += 1 y = y // 2 x = x // 2 dx = 0 dy = -1 r = 0 for iter in range(10000000): if (y,x) not in grid or grid[(y,x)] = '.': (dy, dx) = (-dx, dy) grid[(y,x)] = 'W' elif grid[(y,x)] == 'W': grid[(y,x)] = '#' r += 1 elif grid[(y,x)] == '#': (dy, dx) = (dx, -dy) grid[(y,x)] = 'F' elif grid[(y,x)] == 'F': (dy, dx) = (-dy, -dx) grid[(y,x)] = '.' y += dy x += dx print(r)
|
Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Invalid syntax at line 16: if (y,x) not in grid or grid[(y,x)] = '.': Fix: Change operator back to correct one
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intermediate
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general
|
error_detection
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Pythoncode:Python
| 0
| 0
| 594
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport io\n\ngrid = {}\ny = 0\nx = 0\nfor l in io.open(\"day22.in\").read().splitlines():\n for x in range(len(l)):\n grid[(y,x)] = l[x]\n y += 1\ny = y // 2\nx = x // 2\ndx = 0\ndy = -1\nr = 0\nfor iter in range(10000000):\n if (y,x) not in grid or grid[(y,x)] = '.':\n (dy, dx) = (-dx, dy)\n grid[(y,x)] = 'W'\n elif grid[(y,x)] == 'W':\n grid[(y,x)] = '#'\n r += 1\n elif grid[(y,x)] == '#':\n (dy, dx) = (dx, -dy)\n grid[(y,x)] = 'F'\n elif grid[(y,x)] == 'F':\n (dy, dx) = (-dy, -dx)\n grid[(y,x)] = '.'\n y += dy\n x += dx\nprint(r)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Invalid syntax at line 16: if (y,x) not in grid or grid[(y,x)] = '.':\n\n\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
136a6f790e3bad7ef05103763b29d85ab9987e87
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from grpc._channel import _InactiveRpcError, _MultiThreadedRendezvous from functools import wraps class DpfVersionNotSupported(RuntimeError): """Error raised when the dpf-core/grpc-dpf python features are not supported by the DPF gRPC server version.""" def __init__(self, version, msg=None): if msg is None: msg = "Feature not supported. Upgrade the server to " msg += str(version) msg += " version (or above)." RuntimeError.__init__(self, msg) class DpfValueError(ValueError): """Error raised when a specific DPF error value must be defined.""" def __init__( self, msg="A value that has been set leads to incorrect DPF behavior." ): ValueError.__init__(self, msg) class InvalidTypeError(ValueError): """Error raised when a parameter has the wrong type.""" def __init__(self, data_type, parameter_name): msg = ( "A " + data_type + " must be used for the following parameter: " + parameter_name + "." ) ValueError.__init__(self, msg) class LocationError(ValueError): """Error raised when using an invalid location.""" def __init__(self, msg="Invalid location"): ValueError.__init__(self, msg) class ComplexPlottingError(ValueError): """Error raised when attempting to plot a field with complex data.""" def __init__(self, msg=_COMPLEX_PLOTTING_ERROR_MSG): ValueError.__init__(self, msg) class FieldContainerPlottingError(ValueError): """Error raised when attempting to plot a fields_container containing multiple fields.""" # Complete this line def __init__(self, msg=_FIELD_CONTAINER_PLOTTING_MSG): ValueError.__init__(self, msg) class InvalidANSYSVersionError(RuntimeError): """Error raised when the Ansys verion is invalid.""" def __init__(self, msg=""): RuntimeError.__init__(self, msg) class DPFServerException(Exception): """Error raised when the DPF server has encountered an error.""" def __init__(self, msg=""): Exception.__init__(self, msg) class DPFServerNullObject(Exception): """Error raised when the DPF server cannot find an object.""" def __init__(self, msg=""): Exception.__init__(self, msg) class InvalidPortError(OSError): """Error raised when used an invalid port when starting DPF.""" def __init__(self, msg=""): OSError.__init__(self, msg) def protect_grpc(func): """Capture gRPC exceptions and return a more succinct error message.""" @wraps(func) ... [1 more functiondefs truncated] ...
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The missing line is:
|
advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 11
| 10
| 2,637
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom grpc._channel import _InactiveRpcError, _MultiThreadedRendezvous\nfrom functools import wraps\n\nclass DpfVersionNotSupported(RuntimeError):\n \"\"\"Error raised when the dpf-core/grpc-dpf python features are not\n supported by the DPF gRPC server version.\"\"\"\n\n def __init__(self, version, msg=None):\n if msg is None:\n msg = \"Feature not supported. Upgrade the server to \"\n msg += str(version)\n msg += \" version (or above).\"\n RuntimeError.__init__(self, msg)\n\n\nclass DpfValueError(ValueError):\n \"\"\"Error raised when a specific DPF error value must be defined.\"\"\"\n\n def __init__(\n self, msg=\"A value that has been set leads to incorrect DPF behavior.\"\n ):\n ValueError.__init__(self, msg)\n\n\nclass InvalidTypeError(ValueError):\n \"\"\"Error raised when a parameter has the wrong type.\"\"\"\n\n def __init__(self, data_type, parameter_name):\n msg = (\n \"A \"\n + data_type\n + \" must be used for the following parameter: \"\n + parameter_name\n + \".\"\n )\n ValueError.__init__(self, msg)\n\n\nclass LocationError(ValueError):\n \"\"\"Error raised when using an invalid location.\"\"\"\n\n def __init__(self, msg=\"Invalid location\"):\n ValueError.__init__(self, msg)\n\n\nclass ComplexPlottingError(ValueError):\n \"\"\"Error raised when attempting to plot a field with complex data.\"\"\"\n\n def __init__(self, msg=_COMPLEX_PLOTTING_ERROR_MSG):\n ValueError.__init__(self, msg)\n\n\nclass FieldContainerPlottingError(ValueError):\n \"\"\"Error raised when attempting to plot a fields_container containing\n multiple fields.\"\"\"\n # Complete this line\n def __init__(self, msg=_FIELD_CONTAINER_PLOTTING_MSG):\n ValueError.__init__(self, msg)\n\n\nclass InvalidANSYSVersionError(RuntimeError):\n \"\"\"Error raised when the Ansys verion is invalid.\"\"\"\n\n def __init__(self, msg=\"\"):\n RuntimeError.__init__(self, msg)\n\n\nclass DPFServerException(Exception):\n \"\"\"Error raised when the DPF server has encountered an error.\"\"\"\n\n def __init__(self, msg=\"\"):\n Exception.__init__(self, msg)\n\n\nclass DPFServerNullObject(Exception):\n \"\"\"Error raised when the DPF server cannot find an object.\"\"\"\n\n def __init__(self, msg=\"\"):\n Exception.__init__(self, msg)\n\n\nclass InvalidPortError(OSError):\n \"\"\"Error raised when used an invalid port when starting DPF.\"\"\"\n\n def __init__(self, msg=\"\"):\n OSError.__init__(self, msg)\n\n\ndef protect_grpc(func):\n \"\"\"Capture gRPC exceptions and return a more succinct error message.\"\"\"\n\n @wraps(func)\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
136b2299eb41b7ded97c6048734842406f59258d
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from mumodo.mumodoIO import open_intervalframe_from_textgrid import numpy from deep_disfluency.utils.accuracy import wer final_file = open('wer_test.text', "w") ranges1 = [line.strip() for line in open( "/media/data/jh/simple_rnn_disf/rnn_disf_detection/data/disfluency_detection/swda_divisions_disfluency_detection/SWDisfHeldoutASR_ranges.text")] ranges2 = [line.strip() for line in open( "/media/data/jh/simple_rnn_disf/rnn_disf_detection/data/disfluency_detection/swda_divisions_disfluency_detection/SWDisfTestASR_ranges.text")] for ranges in [ranges1, ranges2]: final_file.write("\n\n") for r in ranges: for s in ["A", "B"]: iframe = open_intervalframe_from_textgrid("{0}{1}.TextGrid" .format(r, s)) hyp = " ".join(iframe['Hyp']['text']) ref = " ".join(iframe['Ref']['text']) wer = wer(ref, hyp) cost = wer(ref, hyp, macro=True) print r, s, wer print>>final_file, r, s, wer, cost final_file.close() # Based on the results, output the 'good' ASR results results = open("wer_test.text") no_ho = 0 no_test = 0 ingood = True file = open("../../../simple_rnn_disf/rnn_disf_detection/data/disfluency_detection/swda_divisions_disfluency_detection/SWDisfHeldoutASRgood_ranges.text", "w") for l in results: # print l if l == "\n": print no_ho no_ho = 0 file.close() file = open( "../../../simple_rnn_disf/rnn_disf_detection/data/disfluency_detection/swda_divisions_disfluency_detection/SWDisfTestASRgood_ranges.text", "w") continue if float(l.strip('\n').split(" ")[ 2]) < 0.4: # both speakers are under 40% error rate- likely half decent separation # print l if ingood and "B" in l.strip("\n").split(" ")[1]: no_ho += 1 #file.write(l.strip('\n').split(" ")[0]+l.strip('\n').split(" ")[1]+"\n") file.write(l.strip('\n').split(" ")[0] + "\n") ingood = True else: ingood = False print no_ho results.close() file.close()
|
Code Review: ❌ Critical issues: SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 22 ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 10 Unexpected indentation at line 14 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 36 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 ✨ Improvements: Review code syntax
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 0
| 0
| 2,144
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom mumodo.mumodoIO import open_intervalframe_from_textgrid\nimport numpy\nfrom deep_disfluency.utils.accuracy import wer\n\n\nfinal_file = open('wer_test.text', \"w\")\nranges1 = [line.strip() for line in open(\n \"/media/data/jh/simple_rnn_disf/rnn_disf_detection/data/disfluency_detection/swda_divisions_disfluency_detection/SWDisfHeldoutASR_ranges.text\")]\nranges2 = [line.strip() for line in open(\n \"/media/data/jh/simple_rnn_disf/rnn_disf_detection/data/disfluency_detection/swda_divisions_disfluency_detection/SWDisfTestASR_ranges.text\")]\n\nfor ranges in [ranges1, ranges2]:\n final_file.write(\"\\n\\n\")\n for r in ranges:\n for s in [\"A\", \"B\"]:\n iframe = open_intervalframe_from_textgrid(\"{0}{1}.TextGrid\"\n .format(r, s))\n hyp = \" \".join(iframe['Hyp']['text'])\n ref = \" \".join(iframe['Ref']['text'])\n wer = wer(ref, hyp)\n cost = wer(ref, hyp, macro=True)\n print r, s, wer\n print>>final_file, r, s, wer, cost\nfinal_file.close()\n\n\n# Based on the results, output the 'good' ASR results\nresults = open(\"wer_test.text\")\n\nno_ho = 0\nno_test = 0\ningood = True\nfile = open(\"../../../simple_rnn_disf/rnn_disf_detection/data/disfluency_detection/swda_divisions_disfluency_detection/SWDisfHeldoutASRgood_ranges.text\", \"w\")\nfor l in results:\n # print l\n if l == \"\\n\":\n print no_ho\n no_ho = 0\n file.close()\n file = open(\n \"../../../simple_rnn_disf/rnn_disf_detection/data/disfluency_detection/swda_divisions_disfluency_detection/SWDisfTestASRgood_ranges.text\",\n \"w\")\n continue\n if float(l.strip('\\n').split(\" \")[\n 2]) < 0.4: # both speakers are under 40% error rate- likely half decent separation\n # print l\n if ingood and \"B\" in l.strip(\"\\n\").split(\" \")[1]:\n no_ho += 1\n #file.write(l.strip('\\n').split(\" \")[0]+l.strip('\\n').split(\" \")[1]+\"\\n\")\n file.write(l.strip('\\n').split(\" \")[0] + \"\\n\")\n ingood = True\n else:\n ingood = False\nprint no_ho\n\nresults.close()\nfile.close()"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 22\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 10\n Unexpected indentation at line 14\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 36\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n\n\u2728 Improvements:\n Review code syntax"}]
| false
| null | null | null |
136b5475110947f42e139d24c848b375d4d0e140
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from dataclasses import dataclass from dataclasses import field from time import time from typing import Any from typing import Callable from typing import Dict from typing import List from typing import Optional from typing import Tuple @dataclass class NewUser: """Deals with the commands the user is currently sending""" user_id: int chat_id: int command: str def __repr__(self) -> str: return f"{self.user_id=} {self.command=}" @dataclass class UserCommand: """Stores the latest command sent by the user""" user_id: int command: str insert_time: int = int(time()) # for garbage collection # Complete this line return f"{self.user_id=} {self.command=} {self.insert_time=}" @dataclass class MessageInfo: """Important things in the message""" user_id: int chat_id: int message_id: int text: str def __repr__(self) -> str: return f"{self.user_id=} {self.chat_id=} {self.message_id=} {self.text=}" @dataclass class UserDBInfo: """Info about the user from the DB""" feed: bool # if false, the bot will not send any news feeds on a daily basis user_id: int db_id: int topics: List[str] = field(default_factory=lambda: []) def __repr__(self) -> str: return f"{self.user_id=} {self.feed=} {self.db_id=} {self.topics=}" @dataclass class StagedFunction: """For FunctionStagingArea""" fn: Callable[..., Any] args: Optional[Tuple[Any, ...]] = None kwargs: Optional[Dict[str, Any]] = None
|
The missing line is: def __repr__(self) -> str:
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advanced
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testing
|
fill_in_the_blank
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Pythoncode:Python
| 4
| 5
| 1,541
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom dataclasses import dataclass\nfrom dataclasses import field\nfrom time import time\nfrom typing import Any\nfrom typing import Callable\nfrom typing import Dict\nfrom typing import List\nfrom typing import Optional\nfrom typing import Tuple\n\n\n@dataclass\nclass NewUser:\n\n \"\"\"Deals with the commands the user is currently sending\"\"\"\n\n user_id: int\n chat_id: int\n command: str\n\n def __repr__(self) -> str:\n return f\"{self.user_id=} {self.command=}\"\n\n\n@dataclass\nclass UserCommand:\n \"\"\"Stores the latest command sent by the user\"\"\"\n\n user_id: int\n command: str\n insert_time: int = int(time()) # for garbage collection\n\n # Complete this line\n return f\"{self.user_id=} {self.command=} {self.insert_time=}\"\n\n\n@dataclass\nclass MessageInfo:\n \"\"\"Important things in the message\"\"\"\n\n user_id: int\n chat_id: int\n message_id: int\n text: str\n\n def __repr__(self) -> str:\n return f\"{self.user_id=} {self.chat_id=} {self.message_id=} {self.text=}\"\n\n\n@dataclass\nclass UserDBInfo:\n \"\"\"Info about the user from the DB\"\"\"\n feed: bool # if false, the bot will not send any news feeds on a daily basis\n user_id: int\n db_id: int\n topics: List[str] = field(default_factory=lambda: [])\n\n def __repr__(self) -> str:\n return f\"{self.user_id=} {self.feed=} {self.db_id=} {self.topics=}\"\n\n\n@dataclass\nclass StagedFunction:\n \"\"\"For FunctionStagingArea\"\"\"\n fn: Callable[..., Any]\n args: Optional[Tuple[Any, ...]] = None\n kwargs: Optional[Dict[str, Any]] = None"}, {"role": "assistant", "content": "The missing line is:\n def __repr__(self) -> str:"}]
| false
| null | null | null |
136b8fe5a8aa80e827bc10eb9537bdf94b4fdc81
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from .document_summary import definition as document_summary_definition from .organization_summary import definition as organization_summmary_definition
|
This code demonstrates Pythoncode:Python programming.
|
beginner
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general
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 153
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom .document_summary import definition as document_summary_definition\nfrom .organization_summary import definition as organization_summmary_definition"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
136bbda00809274a9f8b16997fd9b06b349771f8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from django.db.models import Q from hier.search import SearchResult from .models import app_name, Apart, Meter, Bill, Service, Price def search(user, query): result = SearchResult(query) lookups = Q(name__icontains=query) | Q(addr__icontains=query) items = Apart.objects.filter(user = user.id).filter(lookups) for item in items: result.add(app_name, 'apart', item.id, None, item.name, item.addr, False) lookups = Q(info__icontains=query) items = Meter.objects.filter(apart__user = user.id).filter(lookups) for item in items: result.add(app_name, 'meter', item.id, item.reading.date(), item.name(), item.info, False, item.apart.name, item.period.strftime('%m.%Y')) lookups = Q(info__icontains=query) | Q(url__icontains=query) ... code continues ...
|
Completion: Missing: Function 'search' is incomplete - body truncated To complete: • Complete the function 'search' body and add missing return Example continuation: items = Bill.objects.filter(apart__user = user.id).filter(lookups) for item in items: result.add(app_name, 'bill', item.id, item.payment.date(), item.name(), item.info, False, item.apart.name, item.period.strftime('%m.%Y')) lookups = Q(name__icontains=query) | Q(abbr__icontains=query)
|
intermediate
|
database
|
incomplete_code
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Pythoncode:Python
| 1
| 0
| 780
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom django.db.models import Q\nfrom hier.search import SearchResult\nfrom .models import app_name, Apart, Meter, Bill, Service, Price\n\ndef search(user, query):\n result = SearchResult(query)\n \n lookups = Q(name__icontains=query) | Q(addr__icontains=query)\n items = Apart.objects.filter(user = user.id).filter(lookups)\n for item in items:\n result.add(app_name, 'apart', item.id, None, item.name, item.addr, False)\n\n lookups = Q(info__icontains=query)\n items = Meter.objects.filter(apart__user = user.id).filter(lookups)\n for item in items:\n result.add(app_name, 'meter', item.id, item.reading.date(), item.name(), item.info, False, item.apart.name, item.period.strftime('%m.%Y'))\n\n lookups = Q(info__icontains=query) | Q(url__icontains=query)\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'search' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'search' body and add missing return\n\n Example continuation:\n items = Bill.objects.filter(apart__user = user.id).filter(lookups)\n for item in items:\n result.add(app_name, 'bill', item.id, item.payment.date(), item.name(), item.info, False, item.apart.name, item.period.strftime('%m.%Y'))\n\n lookups = Q(name__icontains=query) | Q(abbr__icontains=query)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
136d5996f3e902f896a0d95201a3a98051d0cce2
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os import shutil import numpy as np from pyrevolve.custom_logging.logger import logger import sys class ExperimentManagement: # ids of robots in the name of all types of files are always phenotype ids, and the standard for id is 'robot_ID' def __init__(self, settings): self.settings = settings manager_folder = os.path.dirname(self.settings.manager) self._experiment_folder = os.path.join(manager_folder, 'data', self.settings.experiment_name, self.settings.run) self._data_folder = os.path.join(self._experiment_folder, 'data_fullevolution') self._gen_num = 0 def create_exp_folders(self): if os.path.exists(self.experiment_folder): shutil.rmtree(self.experiment_folder) os.makedirs(self.experiment_folder) os.mkdir(self.data_folder) folders = ['genotypes', 'phenotypes', 'descriptors', 'objectives', 'fitness', 'battery', 'phenotype_images', 'failed_eval_robots'] for folder in folders: os.mkdir(os.path.join(self.data_folder, folder)) @property def experiment_folder(self): return self._experiment_folder @property def data_folder(self): return self._data_folder def export_genotype(self, individual): if self.settings.recovery_enabled: individual.export_genotype(self.data_folder) def export_phenotype(self, individual): if self.settings.export_phenotype: individual.export_phenotype(self.data_folder) def export_fitnesses(self, individuals): folder = self.data_folder for individual in individuals: individual.export_fitness(folder) def export_fitness(self, individual): folder = os.path.join(self.data_folder, 'fitness') individual.export_fitness(folder) def export_objectives(self, individual): folder = os.path.join(self.data_folder, 'objectives') individual.export_objectives(folder) def export_battery(self, individual): folder = os.path.join(self.data_folder, 'battery') individual.export_battery(folder) def export_behavior_measures(self, _id, measures): filename = os.path.join(self.data_folder, 'descriptors', f'behavior_desc_{_id}.txt') with open(filename, "w") as f: if measures is None: f.write(str(None)) else: for key, val in measures.items(): f.write(f"{key} {val}\n") def export_phenotype_images(self, dirpath, individual): individual.phenotype.render_body(os.path.join(self.experiment_folder, dirpath, f'body_{individual.phenotype.id}.png')) individual.phenotype.render_brain(os.path.join(self.experiment_folder, dirpath, f'brain_{individual.phenotype.id}.png')) ... [5 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 76: ... [5 more functiondefs truncated] ... ⚠️ 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 21 Unexpected indentation at line 22 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 30 Unexpected indentation at line 34 Unexpected indentation at line 47 Unexpected indentation at line 52 Unexpected indentation at line 56 Unexpected indentation at line 60 Unexpected indentation at line 64 Unexpected indentation at line 67 Unexpected indentation at line 73 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
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machine_learning
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code_review
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Pythoncode:Python
| 12
| 1
| 2,879
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\nimport shutil\nimport numpy as np\nfrom pyrevolve.custom_logging.logger import logger\nimport sys\n\n\nclass ExperimentManagement:\n # ids of robots in the name of all types of files are always phenotype ids, and the standard for id is 'robot_ID'\n\n def __init__(self, settings):\n self.settings = settings\n manager_folder = os.path.dirname(self.settings.manager)\n self._experiment_folder = os.path.join(manager_folder, 'data', self.settings.experiment_name, self.settings.run)\n self._data_folder = os.path.join(self._experiment_folder, 'data_fullevolution')\n self._gen_num = 0\n\n def create_exp_folders(self):\n if os.path.exists(self.experiment_folder):\n shutil.rmtree(self.experiment_folder)\n os.makedirs(self.experiment_folder)\n os.mkdir(self.data_folder)\n\n folders = ['genotypes', 'phenotypes', 'descriptors', 'objectives', 'fitness',\n 'battery', 'phenotype_images', 'failed_eval_robots']\n for folder in folders:\n os.mkdir(os.path.join(self.data_folder, folder))\n\n @property\n def experiment_folder(self):\n return self._experiment_folder\n\n @property\n def data_folder(self):\n return self._data_folder\n\n def export_genotype(self, individual):\n if self.settings.recovery_enabled:\n individual.export_genotype(self.data_folder)\n\n def export_phenotype(self, individual):\n if self.settings.export_phenotype:\n individual.export_phenotype(self.data_folder)\n\n def export_fitnesses(self, individuals):\n folder = self.data_folder\n for individual in individuals:\n individual.export_fitness(folder)\n\n def export_fitness(self, individual):\n folder = os.path.join(self.data_folder, 'fitness')\n individual.export_fitness(folder)\n\n def export_objectives(self, individual):\n folder = os.path.join(self.data_folder, 'objectives')\n individual.export_objectives(folder)\n\n def export_battery(self, individual):\n folder = os.path.join(self.data_folder, 'battery')\n individual.export_battery(folder)\n\n def export_behavior_measures(self, _id, measures):\n filename = os.path.join(self.data_folder, 'descriptors', f'behavior_desc_{_id}.txt')\n with open(filename, \"w\") as f:\n if measures is None:\n f.write(str(None))\n else:\n for key, val in measures.items():\n f.write(f\"{key} {val}\\n\")\n\n def export_phenotype_images(self, dirpath, individual):\n individual.phenotype.render_body(os.path.join(self.experiment_folder, dirpath, f'body_{individual.phenotype.id}.png'))\n individual.phenotype.render_brain(os.path.join(self.experiment_folder, dirpath, f'brain_{individual.phenotype.id}.png'))\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 76: ... [5 more functiondefs truncated] ...\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 21\n Unexpected indentation at line 22\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 30\n Unexpected indentation at line 34\n Unexpected indentation at line 47\n Unexpected indentation at line 52\n Unexpected indentation at line 56\n Unexpected indentation at line 60\n Unexpected indentation at line 64\n Unexpected indentation at line 67\n Unexpected indentation at line 73\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
136df33d64bf85a2b5e33607c10d78558114c0b0
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: #$Id$ class Instrumentation: """This class is used tocreate object for instrumentation.""" def __init__(self): """Initialize parameters for Instrumentation object.""" self.query_execution_time = '' self.request_handling_time = '' self.response_write_time = '' self.page_context_write_time = '' def set_query_execution_time(self, query_execution_time): """Set query execution time. Args: query_execution_time(str): Query execution time. """ self.query_execution_time = query_execution_time def get_query_execution_time(self): """Get query execution time. Returns: str: Query execution time. """ return self.query_execution_time def set_request_handling_time(self, request_handling_time): """Set request handling time. Args:
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Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Unterminated string literal at line 13 • Block at line 33 has no body - expected indented block • SyntaxError: unterminated triple-quoted string literal (detected at line 33) at line 31 Fix: Complete the function 'set_request_handling_time' body and add missing return
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advanced
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api
|
error_detection
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Pythoncode:Python
| 9
| 1
| 909
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#$Id$\n\nclass Instrumentation:\n \"\"\"This class is used tocreate object for instrumentation.\"\"\"\n def __init__(self):\n \"\"\"Initialize parameters for Instrumentation object.\"\"\"\n self.query_execution_time = ''\n self.request_handling_time = ''\n self.response_write_time = ''\n self.page_context_write_time = ''\n\n def set_query_execution_time(self, query_execution_time):\n \"\"\"Set query execution time.\n\n Args:\n query_execution_time(str): Query execution time.\n \n \"\"\"\n self.query_execution_time = query_execution_time\n\n def get_query_execution_time(self):\n \"\"\"Get query execution time.\n\n Returns:\n str: Query execution time.\n\n \"\"\"\n return self.query_execution_time\n\n def set_request_handling_time(self, request_handling_time): \n \"\"\"Set request handling time.\n \n Args:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Unterminated string literal at line 13\n \u2022 Block at line 33 has no body - expected indented block\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 33) at line 31\n\n Fix: Complete the function 'set_request_handling_time' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
136e61a21e482a156b8b710f63c002d29a6f7812
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. from setuptools import setup with open("README.md") as f: readme = f.read() setup( name="dpr", version="0.1.0", description="Facebook AI Research Open Domain Q&A Toolkit", url="https://github.com/facebookresearch/DPR/", classifiers=[ "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3.6", "Topic :: Scientific/Engineering :: Artificial Intelligence", ], long_description=readme, long_description_content_type="text/markdown", setup_requires=[ "setuptools>=18.0", ], install_requires=[ "cython", "faiss-cpu>=1.6.1", "filelock", "numpy", "regex", "torch>=1.2.0", "transformers>=3.0.0,<3.1.0", "tqdm>=4.27", "wget", "spacy>=2.1.8", ], )
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
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api
|
code_explanation
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Pythoncode:Python
| 0
| 0
| 1,079
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\n# Copyright (c) Facebook, Inc. and its affiliates.\n#\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\n\n\nfrom setuptools import setup\n\nwith open(\"README.md\") as f:\n readme = f.read()\n\nsetup(\n name=\"dpr\",\n version=\"0.1.0\",\n description=\"Facebook AI Research Open Domain Q&A Toolkit\",\n url=\"https://github.com/facebookresearch/DPR/\",\n classifiers=[\n \"Intended Audience :: Science/Research\",\n \"License :: OSI Approved :: MIT License\",\n \"Programming Language :: Python :: 3.6\",\n \"Topic :: Scientific/Engineering :: Artificial Intelligence\",\n ],\n long_description=readme,\n long_description_content_type=\"text/markdown\",\n setup_requires=[\n \"setuptools>=18.0\",\n ],\n install_requires=[\n \"cython\",\n \"faiss-cpu>=1.6.1\",\n \"filelock\",\n \"numpy\",\n \"regex\",\n \"torch>=1.2.0\",\n \"transformers>=3.0.0,<3.1.0\",\n \"tqdm>=4.27\",\n \"wget\",\n \"spacy>=2.1.8\",\n ],\n)"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
136f314f36b3d7d707a24bb2dc1a76fc985f86a7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # encoding: utf-8 """ @version: v1.0 @author: Richard @license: Apache Licence @contact: billions.richard@qq.com @site: @software: PyCharm @time: 2019/9/12 20:37 """ from pprint import pprint as pp from operator import itemgetter import time from collections import OrderedDict from hard.smallest_range.srcs.big_2d_list import BIG_LIST_85 from hard.smallest_range.srcs.big_2d_list import BIG_LIST_86 class Solution: """ 输入:[[4,10,15,24,26], [0,9,12,20], [5,18,22,30]] 输出: [20,24] """ def smallestRange(self, nums): start_time = time.time() k = len(nums) print('k-->', k) k_tagged_merged_list = [] for i in range(k): row = nums[i] k_tagged_merged_list.extend([(e, i) for e in row]) k_tagged_merged_list.sort(key=itemgetter(0)) sort_end_time = time.time() print('sorting time:', sort_end_time - start_time) # print(k_tagged_merged_list) od = OrderedDict() min_range = None min_range_len = int(2e5) # print('min_range_len', min_range_len) tot_len = len(k_tagged_merged_list) # print('tot_len', tot_len) # Complete this line while i < tot_len: this_tag = k_tagged_merged_list[i][1] cur_tag_set = od.keys() if this_tag in cur_tag_set: od.pop(this_tag) od[this_tag] = k_tagged_merged_list[i][0] tags = od.keys() # print('len_k_dque-->', len(k_dque)) # print('len_k_dque_tags-->', len(k_dque_tags)) if len(tags) == k: keys = list(od.keys()) first_v = od[keys[0]] last_v = od[keys[-1]] k_range_len = last_v - first_v if k_range_len < min_range_len: min_range_len = k_range_len min_range = first_v, last_v i += 1 print('ending main time:', time.time() - sort_end_time) return min_range if __name__ == '__main__': s = Solution() nums = [[4, 10, 15, 24, 26], [0, 9, 12, 20], [5, 18, 22, 30]] # nums = [[10], [11]] # nums = [[11,38,83, # 84,84,85,88,89,89,92],[28,61,89],[52,77,79,80,81],[21,25,26,26,26,27],[9,83,85,90],[84,85,87],[26,68,70,71],[36,40,41,42,45],[-34,21],[-28,-28,-23,1,13,21,28,37,37,38],[-74,1,2,22,33,35,43,45],[54,96,98,98,99],[43,54,60,65,71,75],[43,46],[50,50,58,67,69],[7,14,15],[78,80,89,89,90],[35,47,63,69,77,92,94]] # [-74, 1, 2, 22, 33, 35, 43, 45], [54, 96, 98, 98, 99], [43, 54, 60, 65, 71, 75], [43, 46], # [50, 50, 58, 67, 69], [7, 14, 15], [78, 80, 89, 89, 90], [35, 47, 63, 69, 77, 92, 94]] nums = BIG_LIST_85 # nums = BIG_LIST_86 min_range = s.smallestRange(nums) print(min_range)
|
The missing line is: i = 0
|
advanced
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 1
| 2,817
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# encoding: utf-8 \n\n\"\"\" \n@version: v1.0 \n@author: Richard\n@license: Apache Licence \n@contact: billions.richard@qq.com \n@site: \n@software: PyCharm \n@time: 2019/9/12 20:37 \n\"\"\"\nfrom pprint import pprint as pp\nfrom operator import itemgetter\nimport time\nfrom collections import OrderedDict\nfrom hard.smallest_range.srcs.big_2d_list import BIG_LIST_85\nfrom hard.smallest_range.srcs.big_2d_list import BIG_LIST_86\n\n\nclass Solution:\n \"\"\"\n \u8f93\u5165:[[4,10,15,24,26], [0,9,12,20], [5,18,22,30]]\n \u8f93\u51fa: [20,24]\n \"\"\"\n\n def smallestRange(self, nums):\n start_time = time.time()\n k = len(nums)\n print('k-->', k)\n k_tagged_merged_list = []\n for i in range(k):\n row = nums[i]\n k_tagged_merged_list.extend([(e, i) for e in row])\n\n k_tagged_merged_list.sort(key=itemgetter(0))\n sort_end_time = time.time()\n print('sorting time:', sort_end_time - start_time)\n\n # print(k_tagged_merged_list)\n od = OrderedDict()\n\n min_range = None\n min_range_len = int(2e5)\n # print('min_range_len', min_range_len)\n tot_len = len(k_tagged_merged_list)\n # print('tot_len', tot_len)\n # Complete this line\n while i < tot_len:\n this_tag = k_tagged_merged_list[i][1]\n cur_tag_set = od.keys()\n\n if this_tag in cur_tag_set:\n od.pop(this_tag)\n\n od[this_tag] = k_tagged_merged_list[i][0]\n\n tags = od.keys()\n # print('len_k_dque-->', len(k_dque))\n # print('len_k_dque_tags-->', len(k_dque_tags))\n\n if len(tags) == k:\n keys = list(od.keys())\n first_v = od[keys[0]]\n last_v = od[keys[-1]]\n\n k_range_len = last_v - first_v\n if k_range_len < min_range_len:\n min_range_len = k_range_len\n min_range = first_v, last_v\n i += 1\n\n print('ending main time:', time.time() - sort_end_time)\n return min_range\n\n\nif __name__ == '__main__':\n s = Solution()\n\n nums = [[4, 10, 15, 24, 26], [0, 9, 12, 20], [5, 18, 22, 30]]\n # nums = [[10], [11]]\n # nums = [[11,38,83,\n # 84,84,85,88,89,89,92],[28,61,89],[52,77,79,80,81],[21,25,26,26,26,27],[9,83,85,90],[84,85,87],[26,68,70,71],[36,40,41,42,45],[-34,21],[-28,-28,-23,1,13,21,28,37,37,38],[-74,1,2,22,33,35,43,45],[54,96,98,98,99],[43,54,60,65,71,75],[43,46],[50,50,58,67,69],[7,14,15],[78,80,89,89,90],[35,47,63,69,77,92,94]]\n # [-74, 1, 2, 22, 33, 35, 43, 45], [54, 96, 98, 98, 99], [43, 54, 60, 65, 71, 75], [43, 46],\n # [50, 50, 58, 67, 69], [7, 14, 15], [78, 80, 89, 89, 90], [35, 47, 63, 69, 77, 92, 94]]\n nums = BIG_LIST_85\n # nums = BIG_LIST_86\n min_range = s.smallestRange(nums)\n print(min_range)"}, {"role": "assistant", "content": "The missing line is:\n i = 0"}]
| false
| null | null | null |
136f33f06908f09a707c44642cdf5eac1e23e341
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from pcf.core.gcp_resource import GCPResource from pcf.core import State import logging from google.cloud import storage from google.cloud import exceptions class Storage(GCPResource): """ This is the implementation of Google's storage service. """ flavor = "storage" equivalent_states = { State.running: 1, State.stopped: 0, State.terminated: 0 } UNIQUE_KEYS = ["gcp_resource.name"] def __init__(self, particle_definition): super(Storage, self).__init__(particle_definition=particle_definition, resource=storage) self.bucket_name = self.desired_state_definition["name"] self._set_unique_keys() def _set_unique_keys(self): """ Logic that sets keys from state definition that are used to uniquely identify the storage bucket """ self.unique_keys = Storage.UNIQUE_KEYS def get_status(self): """ Determines if the bucket exists Returns: status (dict) """ try: # Complete this line return bucket except exceptions.NotFound: return {"status": "missing"} def _terminate(self): """ Deletes the storage bucket Returns: response of gcp delete """ return self.client.bucket(bucket_name=self.bucket_name).delete() def _start(self): """ Creates the storage bucket Returns: response of create_bucket """ # create_definition = pcf_util.keep_and_replace_keys(self.get_desired_state_definition(), # S3Bucket.START_PARAMS) return self.client.bucket(bucket_name=self.bucket_name).create() def _stop(self): """ S3 bucket does not have a stopped state so it calls terminate. """ return self.terminate() def sync_state(self): """ Calls get status and then sets the current state. """ full_status = self.get_status() if full_status: if isinstance(full_status, self.resource.Bucket): self.state = State.running else: self.state = State.terminated self.current_state_definition = self.desired_state_definition def download_object(self, blob_name, file_obj, **kwargs): """ Downloads a file from the S3 bucket. Args: blob_name (str): Object name (Required) file_obj (str): file name for the download (Required) **kwargs: Options for boto3 get_object (optional) """ bucket = self.client.get_bucket(self.bucket_name) return self.resource.Blob(blob_name, bucket).download_file(file_obj, **kwargs) ... [6 more functiondefs truncated] ...
|
The missing line is: bucket = self.client.get_bucket(self.bucket_name)
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advanced
|
ui
|
fill_in_the_blank
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Pythoncode:Python
| 8
| 1
| 2,902
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom pcf.core.gcp_resource import GCPResource\nfrom pcf.core import State\nimport logging\nfrom google.cloud import storage\nfrom google.cloud import exceptions\n\nclass Storage(GCPResource):\n\n \"\"\"\n This is the implementation of Google's storage service.\n \"\"\"\n flavor = \"storage\"\n\n equivalent_states = {\n State.running: 1,\n State.stopped: 0,\n State.terminated: 0\n }\n\n UNIQUE_KEYS = [\"gcp_resource.name\"]\n\n def __init__(self, particle_definition):\n super(Storage, self).__init__(particle_definition=particle_definition, resource=storage)\n self.bucket_name = self.desired_state_definition[\"name\"]\n self._set_unique_keys()\n\n def _set_unique_keys(self):\n \"\"\"\n Logic that sets keys from state definition that are used to uniquely identify the storage bucket\n\n \"\"\"\n self.unique_keys = Storage.UNIQUE_KEYS\n\n def get_status(self):\n \"\"\"\n Determines if the bucket exists\n\n Returns:\n status (dict)\n \"\"\"\n try:\n # Complete this line\n return bucket\n except exceptions.NotFound:\n return {\"status\": \"missing\"}\n\n def _terminate(self):\n \"\"\"\n Deletes the storage bucket\n\n Returns:\n response of gcp delete\n \"\"\"\n return self.client.bucket(bucket_name=self.bucket_name).delete()\n\n def _start(self):\n \"\"\"\n Creates the storage bucket\n\n Returns:\n response of create_bucket\n \"\"\"\n # create_definition = pcf_util.keep_and_replace_keys(self.get_desired_state_definition(),\n # S3Bucket.START_PARAMS)\n return self.client.bucket(bucket_name=self.bucket_name).create()\n\n def _stop(self):\n \"\"\"\n S3 bucket does not have a stopped state so it calls terminate.\n \"\"\"\n return self.terminate()\n\n def sync_state(self):\n \"\"\"\n Calls get status and then sets the current state.\n \"\"\"\n full_status = self.get_status()\n\n if full_status:\n if isinstance(full_status, self.resource.Bucket):\n self.state = State.running\n else:\n self.state = State.terminated\n\n self.current_state_definition = self.desired_state_definition\n\n def download_object(self, blob_name, file_obj, **kwargs):\n \"\"\"\n Downloads a file from the S3 bucket.\n\n Args:\n blob_name (str): Object name (Required)\n file_obj (str): file name for the download (Required)\n **kwargs: Options for boto3 get_object (optional)\n \"\"\"\n bucket = self.client.get_bucket(self.bucket_name)\n\n return self.resource.Blob(blob_name, bucket).download_file(file_obj, **kwargs)\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n bucket = self.client.get_bucket(self.bucket_name)"}]
| false
| null | null | null |
136ff9b25221822f1896aad526fbb94d03b405cd
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import numpy as np def smooth(a, WSZ): # a: NumPy 1-D array containing the data to be smoothed # WSZ: smoothing window size needs, which must be odd number, # as in the original MATLAB implementation if WSZ % 2 == 0: Error: IndentationError / Incomplete Function
|
Fixed Code: import numpy as np def smooth(a, WSZ): # a: NumPy 1-D array containing the data to be smoothed # WSZ: smoothing window size needs, which must be odd number, # as in the original MATLAB implementation if WSZ % 2 == 0: WSZ = WSZ - 1 out0 = np.convolve(a, np.ones(WSZ, dtype=int), 'valid') / WSZ r = np.arange(1, WSZ - 1, 2) start = np.cumsum(a[:WSZ - 1])[::2] / r stop = (np.cumsum(a[:-WSZ:-1])[::2] / r)[::-1] Explanation: Complete the function 'smooth' body and add missing return
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intermediate
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machine_learning
|
error_fixing
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Pythoncode:Python
| 1
| 0
| 234
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport numpy as np\n\n\ndef smooth(a, WSZ):\n # a: NumPy 1-D array containing the data to be smoothed\n # WSZ: smoothing window size needs, which must be odd number,\n # as in the original MATLAB implementation\n if WSZ % 2 == 0:\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport numpy as np\n\n\ndef smooth(a, WSZ):\n # a: NumPy 1-D array containing the data to be smoothed\n # WSZ: smoothing window size needs, which must be odd number,\n # as in the original MATLAB implementation\n if WSZ % 2 == 0:\n WSZ = WSZ - 1\n out0 = np.convolve(a, np.ones(WSZ, dtype=int), 'valid') / WSZ\n r = np.arange(1, WSZ - 1, 2)\n start = np.cumsum(a[:WSZ - 1])[::2] / r\n stop = (np.cumsum(a[:-WSZ:-1])[::2] / r)[::-1]\n\n Explanation: Complete the function 'smooth' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
13700654033637b55b5386791b563e0e83f1b925
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from __future__ import absolute_import import abc import os import json import glob import shutil from tensorflow.python.estimator import gc from tensorflow.python.estimator import util from tensorflow.python.estimator.canned import metric_keys from tensorflow.python.framework import errors_impl from tensorflow.python.platform import gfile from tensorflow.python.platform import tf_logging from tensorflow.python.summary import summary_iterator from tensorflow.python.estimator.exporter import Exporter, _SavedModelExporter def _verify_compare_fn_args(compare_fn): """Verifies compare_fn arguments.""" args = set(util.fn_args(compare_fn)) if 'best_eval_result' not in args: raise ValueError( 'compare_fn (%s) must include best_eval_result argument.' % compare_fn) if 'current_eval_result' not in args: raise ValueError( 'compare_fn (%s) must include current_eval_result argument.' % compare_fn) non_valid_args = list(args - set(['best_eval_result', 'current_eval_result'])) if non_valid_args: raise ValueError('compare_fn (%s) has following not expected args: %s' % (compare_fn, non_valid_args)) def _loss_smaller(best_eval_result, current_eval_result): """Compares two evaluation results and returns true if the 2nd one is smaller. Both evaluation results should have the values for MetricKeys.LOSS, which are used for comparison. Args: best_eval_result: best eval metrics. current_eval_result: current eval metrics. Returns: True if the loss of current_eval_result is smaller; otherwise, False. Raises: ValueError: If input eval result is None or no loss is available. """ default_key = metric_keys.MetricKeys.LOSS if not best_eval_result or default_key not in best_eval_result: raise ValueError( 'best_eval_result cannot be empty or no loss is found in it.') if not current_eval_result or default_key not in current_eval_result: raise ValueError( 'current_eval_result cannot be empty or no loss is found in it.') return best_eval_result[default_key] > current_eval_result[default_key] class BestExporter(Exporter): """This class exports the serving graph and checkpoints of the best models. This class performs a model export everytime when the new model is better than any exsiting model. """ ... [7 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 66: ... [7 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 32 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 44 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 61 Unexpected indentation at line 62 Unexpected indentation at line 63 ✨ 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
| 2
| 1
| 2,490
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom __future__ import absolute_import\n\nimport abc\nimport os\nimport json\nimport glob\nimport shutil\n\nfrom tensorflow.python.estimator import gc\nfrom tensorflow.python.estimator import util\nfrom tensorflow.python.estimator.canned import metric_keys\nfrom tensorflow.python.framework import errors_impl\nfrom tensorflow.python.platform import gfile\nfrom tensorflow.python.platform import tf_logging\nfrom tensorflow.python.summary import summary_iterator\nfrom tensorflow.python.estimator.exporter import Exporter, _SavedModelExporter\n\n\ndef _verify_compare_fn_args(compare_fn):\n \"\"\"Verifies compare_fn arguments.\"\"\"\n args = set(util.fn_args(compare_fn))\n if 'best_eval_result' not in args:\n raise ValueError(\n 'compare_fn (%s) must include best_eval_result argument.' % compare_fn)\n if 'current_eval_result' not in args:\n raise ValueError(\n 'compare_fn (%s) must include current_eval_result argument.' %\n compare_fn)\n non_valid_args = list(args - set(['best_eval_result', 'current_eval_result']))\n if non_valid_args:\n raise ValueError('compare_fn (%s) has following not expected args: %s' %\n (compare_fn, non_valid_args))\n\n\ndef _loss_smaller(best_eval_result, current_eval_result):\n \"\"\"Compares two evaluation results and returns true if the 2nd one is smaller.\n Both evaluation results should have the values for MetricKeys.LOSS, which are\n used for comparison.\n Args:\n best_eval_result: best eval metrics.\n current_eval_result: current eval metrics.\n Returns:\n True if the loss of current_eval_result is smaller; otherwise, False.\n Raises:\n ValueError: If input eval result is None or no loss is available.\n \"\"\"\n default_key = metric_keys.MetricKeys.LOSS\n if not best_eval_result or default_key not in best_eval_result:\n raise ValueError(\n 'best_eval_result cannot be empty or no loss is found in it.')\n\n if not current_eval_result or default_key not in current_eval_result:\n raise ValueError(\n 'current_eval_result cannot be empty or no loss is found in it.')\n\n return best_eval_result[default_key] > current_eval_result[default_key]\n\n\nclass BestExporter(Exporter):\n \"\"\"This class exports the serving graph and checkpoints of the best models.\n This class performs a model export everytime when the new model is better\n than any exsiting model.\n \"\"\"\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 Unterminated string literal at line 36\n Invalid syntax at line 66: ... [7 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\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 29\n Unexpected indentation at line 30\n Unexpected indentation at line 32\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 44\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 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\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
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13710731fb3b914385bee296e01c654e62f3641b
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # Copyright: 2005-2012 Brian Harring <ferringb@gmail.com # Copyright: 2006 Marien Zwart <marienz@gentoo.org> # License: BSD/GPL2 class base(object, metaclass=caching.WeakInstMeta): """base restriction matching object. all derivatives *should* be __slot__ based (lot of instances may wind up in memory). """ __inst_caching__ = True # __weakref__ here is implicit via the metaclass __slots__ = () package_matching = False klass.inject_immutable_instance(locals()) def match(self, *arg, **kwargs): raise NotImplementedError def force_False(self, *arg, **kwargs): return not self.match(*arg, **kwargs) def force_True(self, *arg, **kwargs): return self.match(*arg, **kwargs) def __len__(self): return 1 class AlwaysBool(base): """restriction that always yields a specific boolean""" __slots__ = ("type", "negate") __inst_caching__ = True def __init__(self, node_type=None, negate=False): """ :param node_type: the restriction type the instance should be, typically :obj:`pkgcore.restrictions.packages.package_type` or :obj:`pkgcore.restrictions.values.value_type` :param negate: boolean to return for the match """ object.__setattr__(self, "negate", negate) object.__setattr__(self, "type", node_type) def match(self, *a, **kw): return self.negate def force_True(self, *a, **kw): return self.negate def force_False(self, *a, **kw): return not self.negate def __iter__(self): return iter(()) def __str__(self): return f"always '{self.negate}'" def __repr__(self): return '<%s always %r @%#8x>' % ( self.__class__.__name__, self.negate, id(self)) def __getstate__(self): return self.negate, self.type def __setstate__(self, state): negate, node_type = state object.__setattr__(self, "negate", negate) object.__setattr__(self, "type", node_type) class Negate(base): """wrap and negate a restriction instance""" __slots__ = ("type", "_restrict") __inst_caching__ = False def __init__(self, restrict): """ :param restrict: :obj:`pkgcore.restrict Error: SyntaxError: unterminated string literal
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Fixed Code: # Copyright: 2005-2012 Brian Harring <ferringb@gmail.com # Copyright: 2006 Marien Zwart <marienz@gentoo.org> # License: BSD/GPL2 class base(object, metaclass=caching.WeakInstMeta): """base restriction matching object. all derivatives *should* be __slot__ based (lot of instances may wind up in memory). """ __inst_caching__ = True # __weakref__ here is implicit via the metaclass __slots__ = () package_matching = False klass.inject_immutable_instance(locals()) def match(self, *arg, **kwargs): raise NotImplementedError Explanation: Close the string literal with matching quote
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advanced
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machine_learning
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error_fixing
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Pythoncode:Python
| 16
| 4
| 2,288
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Copyright: 2005-2012 Brian Harring <ferringb@gmail.com\n# Copyright: 2006 Marien Zwart <marienz@gentoo.org>\n# License: BSD/GPL2\n\nclass base(object, metaclass=caching.WeakInstMeta):\n \"\"\"base restriction matching object.\n\n all derivatives *should* be __slot__ based (lot of instances may\n wind up in memory).\n \"\"\"\n __inst_caching__ = True\n\n # __weakref__ here is implicit via the metaclass\n __slots__ = ()\n package_matching = False\n\n klass.inject_immutable_instance(locals())\n\n def match(self, *arg, **kwargs):\n raise NotImplementedError\n\n def force_False(self, *arg, **kwargs):\n return not self.match(*arg, **kwargs)\n\n def force_True(self, *arg, **kwargs):\n return self.match(*arg, **kwargs)\n\n def __len__(self):\n return 1\n\n\nclass AlwaysBool(base):\n \"\"\"restriction that always yields a specific boolean\"\"\"\n\n __slots__ = (\"type\", \"negate\")\n\n __inst_caching__ = True\n\n def __init__(self, node_type=None, negate=False):\n \"\"\"\n :param node_type: the restriction type the instance should be,\n typically :obj:`pkgcore.restrictions.packages.package_type` or\n :obj:`pkgcore.restrictions.values.value_type`\n :param negate: boolean to return for the match\n \"\"\"\n object.__setattr__(self, \"negate\", negate)\n object.__setattr__(self, \"type\", node_type)\n\n def match(self, *a, **kw):\n return self.negate\n\n def force_True(self, *a, **kw):\n return self.negate\n\n def force_False(self, *a, **kw):\n return not self.negate\n\n def __iter__(self):\n return iter(())\n\n def __str__(self):\n return f\"always '{self.negate}'\"\n\n def __repr__(self):\n return '<%s always %r @%#8x>' % (\n self.__class__.__name__, self.negate, id(self))\n\n def __getstate__(self):\n return self.negate, self.type\n\n def __setstate__(self, state):\n negate, node_type = state\n object.__setattr__(self, \"negate\", negate)\n object.__setattr__(self, \"type\", node_type)\n\n\nclass Negate(base):\n \"\"\"wrap and negate a restriction instance\"\"\"\n\n __slots__ = (\"type\", \"_restrict\")\n __inst_caching__ = False\n\n def __init__(self, restrict):\n \"\"\"\n :param restrict: :obj:`pkgcore.restrict\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Copyright: 2005-2012 Brian Harring <ferringb@gmail.com\n# Copyright: 2006 Marien Zwart <marienz@gentoo.org>\n# License: BSD/GPL2\n\nclass base(object, metaclass=caching.WeakInstMeta):\n \"\"\"base restriction matching object.\n\n all derivatives *should* be __slot__ based (lot of instances may\n wind up in memory).\n \"\"\"\n __inst_caching__ = True\n\n # __weakref__ here is implicit via the metaclass\n __slots__ = ()\n package_matching = False\n\n klass.inject_immutable_instance(locals())\n\n def match(self, *arg, **kwargs):\n raise NotImplementedError\n\n Explanation: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
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13716a3c1d81e757e4d87853e2f35128b1e83ff1
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: """extend_ip_field Revision ID: 8da20383f6e1 Revises: eeb702f77d7d Create Date: 2021-01-14 10:50:56.275257 """ import sqlalchemy as sa from alembic import op # revision identifiers, used by Alembic. revision = "8da20383f6e1" down_revision = "eeb702f77d7d" branch_labels = None depends_on = None def upgrade(engine_name): globals()[f"upgrade_{engine_name}"]() def downgrade(engine_name): globals()[f"downgrade_{engine_name}"]() def upgrade_registrar(): pass def downgrade_registrar(): pass def upgrade_cloud_
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 1 • Invalid syntax at line 34: def upgrade_cloud_ Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 6
| 0
| 536
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"extend_ip_field\n\nRevision ID: 8da20383f6e1\nRevises: eeb702f77d7d\nCreate Date: 2021-01-14 10:50:56.275257\n\n\"\"\"\nimport sqlalchemy as sa\nfrom alembic import op\n\n# revision identifiers, used by Alembic.\nrevision = \"8da20383f6e1\"\ndown_revision = \"eeb702f77d7d\"\nbranch_labels = None\ndepends_on = None\n\n\ndef upgrade(engine_name):\n globals()[f\"upgrade_{engine_name}\"]()\n\n\ndef downgrade(engine_name):\n globals()[f\"downgrade_{engine_name}\"]()\n\n\ndef upgrade_registrar():\n pass\n\n\ndef downgrade_registrar():\n pass\n\n\ndef upgrade_cloud_"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Invalid syntax at line 34: def upgrade_cloud_\n\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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1372983b8db0190678e8ab88123c2241d2b934f3
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import ply.lex as lex tokens =["NUM","OPERADORES"] t_NUM = '\d+' t_OPERADORES = '[+|*|-]' t_ignore='\n\t ' def t_error(t): print("Erro") print(t) lexer = lex.lex() # 1+2 1-2 1*2 # ola mundo import sys for line in sys.stdin: lexer.input(line) for tok in lexer: print(tok)
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Code analysis results: ⚠️ Warnings: Unexpected indentation at line 12 Unexpected indentation at line 22 💡 Suggestions: Remove debug print() at line 11 before production Remove debug print() at line 12 before production Remove debug print() at line 23 before production
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intermediate
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general
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debugging
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Pythoncode:Python
| 1
| 0
| 301
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport ply.lex as lex\n\ntokens =[\"NUM\",\"OPERADORES\"]\n\nt_NUM = '\\d+'\nt_OPERADORES = '[+|*|-]'\n\nt_ignore='\\n\\t '\n\ndef t_error(t):\n print(\"Erro\")\n print(t)\n\nlexer = lex.lex()\n\n\n# 1+2 1-2 1*2\n# ola mundo\nimport sys\nfor line in sys.stdin:\n lexer.input(line)\n for tok in lexer:\n print(tok)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 12\n Unexpected indentation at line 22\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 11 before production\n Remove debug print() at line 12 before production\n Remove debug print() at line 23 before production"}]
| false
| null | null | null |
1372bb8d33de36c039935d2eac285248cdacdfb7
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.11.9 on 2018-07-10 20:40 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('ucsrb', '0012_auto_20180710_1249'), ] operations = [ migrations.AddField( model_name='treatmentscenario', name='landform_type', field=models.BooleanField(default=False), ), migrations.AddField( model_name='treatmentscenario', name='landform_type_checkboxes', field=models.TextField(blank=True, default=None, null=True), ), migrations.AddField( model_name='treatmentscenario', name='landform_type_checkboxes_include_east_west', field=models.BooleanField(default=True), ), migrations.AddField model_name='treatmentscenario', name='landform_type_checkboxes_include_floor', field=models.BooleanField(default=True), ), migrations.AddField( model_name='treatmentscenario', name='landform_type_checkboxes_include_north', field=models.BooleanField(default=True), ), migrations.AddField( model_name='treatmentscenario', name='landform_type_checkboxes_include_ridgetop', field=models.BooleanField(default=True), ), migrations.AddField( model_name='treatmentscenario', name='landform_type_checkboxes_include_south', field=models.BooleanField(default=True), ), ] Error: SyntaxError: unmatched brackets
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Fixed Code: # -*- coding: utf-8 -*- # Generated by Django 1.11.9 on 2018-07-10 20:40 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('ucsrb', '0012_auto_20180710_1249'), ] operations = [ migrations.AddField( model_name='treatmentscenario', name='landform_type', field=models.BooleanField(default=False), ), migrations.AddField( Explanation: Add missing '(' bracket at line 30
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advanced
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database
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error_fixing
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Pythoncode:Python
| 0
| 1
| 1,656
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.9 on 2018-07-10 20:40\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('ucsrb', '0012_auto_20180710_1249'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='treatmentscenario',\n name='landform_type',\n field=models.BooleanField(default=False),\n ),\n migrations.AddField(\n model_name='treatmentscenario',\n name='landform_type_checkboxes',\n field=models.TextField(blank=True, default=None, null=True),\n ),\n migrations.AddField(\n model_name='treatmentscenario',\n name='landform_type_checkboxes_include_east_west',\n field=models.BooleanField(default=True),\n ),\n migrations.AddField\n model_name='treatmentscenario',\n name='landform_type_checkboxes_include_floor',\n field=models.BooleanField(default=True),\n ),\n migrations.AddField(\n model_name='treatmentscenario',\n name='landform_type_checkboxes_include_north',\n field=models.BooleanField(default=True),\n ),\n migrations.AddField(\n model_name='treatmentscenario',\n name='landform_type_checkboxes_include_ridgetop',\n field=models.BooleanField(default=True),\n ),\n migrations.AddField(\n model_name='treatmentscenario',\n name='landform_type_checkboxes_include_south',\n field=models.BooleanField(default=True),\n ),\n ]\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n# Generated by Django 1.11.9 on 2018-07-10 20:40\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('ucsrb', '0012_auto_20180710_1249'),\n ]\n\n operations = [\n migrations.AddField(\n model_name='treatmentscenario',\n name='landform_type',\n field=models.BooleanField(default=False),\n ),\n migrations.AddField(\n\n Explanation: Add missing '(' bracket at line 30"}]
| true
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syntax
|
MISSING_BRACKETS
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MEDIUM
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1373c11e16cd5b0b44349e8fb881270741a3ce25
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from __future__ import annotations import typing from ctc import spec from . import timestamp_crud from . import metric_crud from . import analytics_spec async def async_create_payload( *, blocks: typing.Sequence[spec.BlockNumberReference] | None = None, timestamps: typing.Sequence[int] | None = None, timescale: analytics_spec.TimescaleSpec | None = None, end_time: analytics_spec.Timestamp | None = None, window_size: str | None = None, interval_size: str | None = None, provider: spec.ProviderSpec = None, ) -> analytics_spec.AnalyticsPayload: """create data payload from scratch""" time_data = await timestamp_crud.async_get_time_data( blocks=blocks, timestamps=timestamps, timescale=timescale, end_time=end_time, window_size=window_size, interval_size=interval_size, provider=provider, ) # get data data = await metric_crud.async_get_metrics( blocks=time_data['block_numbers'] ) return { 'version': '0.1.0', # # time data 'n_samples': time_data['n_samples'], 'window_size': time_data['window_size'], 'interval_size': time_data['interval_size'], 'timestamps': time_data['timestamps'], 'block_numb ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: 'created_at_timestamp': time_data['created_at_timestamp'], # # metric data 'data': data, }
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intermediate
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machine_learning
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 1,296
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom __future__ import annotations\n\nimport typing\n\nfrom ctc import spec\nfrom . import timestamp_crud\nfrom . import metric_crud\nfrom . import analytics_spec\n\n\nasync def async_create_payload(\n *,\n blocks: typing.Sequence[spec.BlockNumberReference] | None = None,\n timestamps: typing.Sequence[int] | None = None,\n timescale: analytics_spec.TimescaleSpec | None = None,\n end_time: analytics_spec.Timestamp | None = None,\n window_size: str | None = None,\n interval_size: str | None = None,\n provider: spec.ProviderSpec = None,\n) -> analytics_spec.AnalyticsPayload:\n \"\"\"create data payload from scratch\"\"\"\n\n time_data = await timestamp_crud.async_get_time_data(\n blocks=blocks,\n timestamps=timestamps,\n timescale=timescale,\n end_time=end_time,\n window_size=window_size,\n interval_size=interval_size,\n provider=provider,\n )\n\n # get data\n data = await metric_crud.async_get_metrics(\n blocks=time_data['block_numbers']\n )\n\n return {\n 'version': '0.1.0',\n #\n # time data\n 'n_samples': time_data['n_samples'],\n 'window_size': time_data['window_size'],\n 'interval_size': time_data['interval_size'],\n 'timestamps': time_data['timestamps'],\n 'block_numb\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 'created_at_timestamp': time_data['created_at_timestamp'],\n #\n # metric data\n 'data': data,\n }"}]
| true
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syntax
|
HARD_CUT
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CRITICAL
|
137402a725b61eaf0c95cb37df89ef2b691ce663
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TheStack--python--000.parquet
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Complete this incomplete 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 # dist ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # 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. # ==============================================================================
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intermediate
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api
|
incomplete_code
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Pythoncode:Python
| 1
| 0
| 367
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2016 The TensorFlow Authors All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# dist\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# 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# =============================================================================="}]
| true
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syntax
|
HARD_CUT
|
CRITICAL
|
1374addc1e8f402af9273db13845fe70ea5229f1
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: load("@rules_jvm_external//:defs.bzl", "artifact") # For more information see # - https://github.com/bmuschko/bazel-examples/blob/master/java/junit5-test/BUILD # - https://github.com/salesforce/bazel-maven-proxy/tree/master/tools/junit5 # - https://github.com/junit-team/junit5-samples/tree/master/junit5-jupiter-starter-bazel def junit5_test(name, srcs, test_package, resources = [], deps = [], runtime_deps = [], **kwargs): """JUnit runner macro""" FILTER_KWARGS = [ "main_class", "use_testrunner", "args", ] for arg in FILTER_KWARGS: if arg in kwargs.keys(): kwargs.pop(arg) junit_console_args = [] if test_package: junit_console_args += ["--select-package", test_package] else: fail("must specify 'test_package'") native.java_test( name = name, srcs = srcs, use_testrunner = False, main_class = "org.junit.platform.console.ConsoleLauncher", args = junit_console_args, deps = deps + [ artifact("org.junit.jupiter:junit-jupiter-api"), artifact("org.junit.jupiter:junit-jupiter-params"), artifact("org.junit.jupiter:junit-jupiter-engine"), artifact("org.hamcrest:hamcrest-library"), artifact("org.hamcrest:hamcrest-core"), artifact("org.hamcrest:hamcrest"), artifact("org.mockito:mockito-core"), ], visibility = ["//java:__subpackages__"], resources = resources, runtime_deps = runtime_deps + [ artifact("org.junit.platform:junit-platform-console"), ], **kwargs )
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
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refactoring
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Pythoncode:Python
| 1
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| 1,657
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nload(\"@rules_jvm_external//:defs.bzl\", \"artifact\")\n\n# For more information see\n# - https://github.com/bmuschko/bazel-examples/blob/master/java/junit5-test/BUILD\n# - https://github.com/salesforce/bazel-maven-proxy/tree/master/tools/junit5\n# - https://github.com/junit-team/junit5-samples/tree/master/junit5-jupiter-starter-bazel\ndef junit5_test(name, srcs, test_package, resources = [], deps = [], runtime_deps = [], **kwargs):\n \"\"\"JUnit runner macro\"\"\"\n FILTER_KWARGS = [\n \"main_class\",\n \"use_testrunner\",\n \"args\",\n ]\n\n for arg in FILTER_KWARGS:\n if arg in kwargs.keys():\n kwargs.pop(arg)\n\n junit_console_args = []\n if test_package:\n junit_console_args += [\"--select-package\", test_package]\n else:\n fail(\"must specify 'test_package'\")\n\n native.java_test(\n name = name,\n srcs = srcs,\n use_testrunner = False,\n main_class = \"org.junit.platform.console.ConsoleLauncher\",\n args = junit_console_args,\n deps = deps + [\n artifact(\"org.junit.jupiter:junit-jupiter-api\"),\n artifact(\"org.junit.jupiter:junit-jupiter-params\"),\n artifact(\"org.junit.jupiter:junit-jupiter-engine\"),\n artifact(\"org.hamcrest:hamcrest-library\"),\n artifact(\"org.hamcrest:hamcrest-core\"),\n artifact(\"org.hamcrest:hamcrest\"),\n artifact(\"org.mockito:mockito-core\"),\n ],\n visibility = [\"//java:__subpackages__\"],\n resources = resources,\n runtime_deps = runtime_deps + [\n artifact(\"org.junit.platform:junit-platform-console\"),\n ],\n **kwargs\n )"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
137575ac656962b0f9d67245530a471421c965ac
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # This module provides mocked versions of classes and functions provided # by Carla in our runtime environment. class Location(object): """ A mock class for carla.Location. """ def __init__(self, x, y, z): self.x = x self.y = y self.z = z class Rotation(object): """ A mock class for carla.Rotation. """ def __init__(self, pitch, yaw, roll): self.pitch = pitch self.yaw = yaw self.roll = roll class Vector3D(object): """ A mock class for carla.Vector3D. """ def __init__(self, x, y, z): self.x = x self.y = y self.z = z
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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oop
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refactoring
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Pythoncode:Python
| 3
| 3
| 625
| false
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# This module provides mocked versions of classes and functions provided\n# by Carla in our runtime environment.\n\n\nclass Location(object):\n \"\"\" A mock class for carla.Location. \"\"\"\n\n def __init__(self, x, y, z):\n self.x = x\n self.y = y\n self.z = z\n\n\nclass Rotation(object):\n \"\"\" A mock class for carla.Rotation. \"\"\"\n\n def __init__(self, pitch, yaw, roll):\n self.pitch = pitch\n self.yaw = yaw\n self.roll = roll\n\n\nclass Vector3D(object):\n \"\"\" A mock class for carla.Vector3D. \"\"\"\n\n def __init__(self, x, y, z):\n self.x = x\n self.y = y\n self.z = z"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
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1376113ee039ab051c772dba764cfe52a310f45d
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- ee = '\033[1m' green = '\033[32m' yellow = '\033[33m' cyan = '\033[36m' line = cyan+'-' * 0x2D print(ee+line)
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R,G,B = [float(X) / 0xFF for X in input(f'{yellow}RGB: {green}').split()] K = 1-max(R,G,B) C,M,Y = [round(float((1-X-K)/(1-K) * 0x64),1) for X in [R,G,B]] K = round(K * 0x64,1) print(f'{yellow}CMYK: {green}{C}%, {M}%, {Y}%, {K}%') print(line)
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intermediate
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general
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code_completion
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Pythoncode:Python
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\nee = '\\033[1m'\ngreen = '\\033[32m'\nyellow = '\\033[33m'\ncyan = '\\033[36m'\n\nline = cyan+'-' * 0x2D\nprint(ee+line)"}, {"role": "assistant", "content": "\nR,G,B = [float(X) / 0xFF for X in input(f'{yellow}RGB: {green}').split()]\nK = 1-max(R,G,B)\nC,M,Y = [round(float((1-X-K)/(1-K) * 0x64),1) for X in [R,G,B]]\nK = round(K * 0x64,1)\n\nprint(f'{yellow}CMYK: {green}{C}%, {M}%, {Y}%, {K}%')\nprint(line)"}]
| false
| null | null | null |
1377e6c9502e17891e25610fab3c369d6bcdf674
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/usr/bin/env python """Builds the documentaion. First it runs gendoc to create rst files for the source code. Then it runs sphinx make. .. Warning:: This will delete the content of the output directory first! So you might loose data. You can use updatedoc.py -nod. Usage, just call:: updatedoc.py -h """ import argparse import os import shutil import sys import gendoc thisdir = os.path.abspath(os.path.dirname(__file__)) def setup_argparse(): """Sets up the argument parser and returns it :returns: the parser :rtype: :class:`argparse.ArgumentParser` :raises: None """ parser = argparse.ArgumentParser( description="Builds the documentaion. First it runs gendoc to create rst files\ for the source code. Then it runs sphinx make.\ WARNING: this will delete the contents of the output dirs. You can use -nod.") ipath = os.path.join(thisdir, '../src') ipath = os.path.abspath(ipath) idefault = [ipath] parser.add_argument('-i', '--input', nargs='+', default=idefault, help='list of input directories. gendoc is called for every\ source dir.\ Default is \'%s\'.' % ', '.join(idefault)) opath = os.path.join(thisdir, 'reference') opath = os.path.abspath(opath) odefault = [opath] parser.add_argument('-o', '--output', nargs='+', default=odefault, help='list of output directories. if you have multiple source\ directories, the corresponding output directorie is used.\ if there are less dirs than for source, the last output dir\ is used for the remaining source dirs.\ WARNING: the output directories are emptied by default. See -nod.\ Default is \'%s\'.' % ', '.join(odefault)) gadefault = ['-T', '-f', '-e', '-o'] parser.add_argument('-ga', '--gendocargs', nargs='*', default=gadefault, help="list of arguments to pass to gendoc. use -gh for info.\ Default is \'%s\'" % ', '.join(gadefault)) parser.add_argument('-nod', '--nodelete', action='store_true', help='Do not empty the output directories first.') parser.add_argument('-gh', '--gendochelp', action='store_true', help='print the help for gendoc and exit') return parser def prepare_dir(directory, delete=True): """Create apidoc dir, delete contents if delete is True. :param directory: the apidoc directory. you can use relative paths here :type directory: str :param delete: if True, deletes the contents of apidoc. This acts like an override switch. :type delete: bool :returns: None :rtype: None :raises: None """ if os.path.exists(directory): if delete: assert directory != thisdir, 'Trying to delete docs! Specify other output dir!' ... [code truncated] ...
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Functions: setup_argparse, prepare_dir This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
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code_explanation
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Pythoncode:Python
| 2
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python\n\"\"\"Builds the documentaion. First it runs gendoc to create rst files for the source code. Then it runs sphinx make.\n.. Warning:: This will delete the content of the output directory first! So you might loose data.\n You can use updatedoc.py -nod.\nUsage, just call::\n\n updatedoc.py -h\n\n\"\"\"\nimport argparse\nimport os\nimport shutil\nimport sys\n\nimport gendoc\n\nthisdir = os.path.abspath(os.path.dirname(__file__))\n\n\ndef setup_argparse():\n \"\"\"Sets up the argument parser and returns it\n\n :returns: the parser\n :rtype: :class:`argparse.ArgumentParser`\n :raises: None\n \"\"\"\n\n parser = argparse.ArgumentParser(\n description=\"Builds the documentaion. First it runs gendoc to create rst files\\\n for the source code. Then it runs sphinx make.\\\n WARNING: this will delete the contents of the output dirs. You can use -nod.\")\n ipath = os.path.join(thisdir, '../src')\n ipath = os.path.abspath(ipath)\n idefault = [ipath]\n parser.add_argument('-i', '--input', nargs='+', default=idefault,\n help='list of input directories. gendoc is called for every\\\n source dir.\\\n Default is \\'%s\\'.' % ', '.join(idefault))\n opath = os.path.join(thisdir, 'reference')\n opath = os.path.abspath(opath)\n odefault = [opath]\n parser.add_argument('-o', '--output', nargs='+', default=odefault,\n help='list of output directories. if you have multiple source\\\n directories, the corresponding output directorie is used.\\\n if there are less dirs than for source, the last output dir\\\n is used for the remaining source dirs.\\\n WARNING: the output directories are emptied by default. See -nod.\\\n Default is \\'%s\\'.' % ', '.join(odefault))\n gadefault = ['-T', '-f', '-e', '-o']\n parser.add_argument('-ga', '--gendocargs', nargs='*', default=gadefault,\n help=\"list of arguments to pass to gendoc. use -gh for info.\\\n Default is \\'%s\\'\" % ', '.join(gadefault))\n parser.add_argument('-nod', '--nodelete', action='store_true',\n help='Do not empty the output directories first.')\n parser.add_argument('-gh', '--gendochelp', action='store_true',\n help='print the help for gendoc and exit')\n return parser\n\n\ndef prepare_dir(directory, delete=True):\n \"\"\"Create apidoc dir, delete contents if delete is True.\n\n :param directory: the apidoc directory. you can use relative paths here\n :type directory: str\n :param delete: if True, deletes the contents of apidoc. This acts like an override switch.\n :type delete: bool\n :returns: None\n :rtype: None\n :raises: None\n \"\"\"\n if os.path.exists(directory):\n if delete:\n assert directory != thisdir, 'Trying to delete docs! Specify other output dir!'\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Functions: setup_argparse, prepare_dir\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
1377f0cfac03b437ee48b39fc8008df7e5dd358b
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: def selection_sort(A): # O(n^2) n = len(A) for i in range(n-1): # percorre a lista min = i for j in range(i+1, n): # encontra o menor elemento da lista a partir de i + 1 if A[j] < A[min]: min = j A[i], A[min] = A[min], A[i] # insere o elemento na posicao correta return A # 1 + (n-1)*[3 + X] = 1 + 3*(n-1) + X*(n-1) = 1 + 3*(n-1) + (n^2 + n - 2)/2 # = (1 - 3 - 1) + (3n + n/2) + (n^2/2) # The complexity is O(n^2)
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Functions: selection_sort This code demonstrates Pythoncode:Python programming.
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intermediate
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general
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code_explanation
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Pythoncode:Python
| 1
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\ndef selection_sort(A): # O(n^2)\n n = len(A)\n for i in range(n-1): # percorre a lista\n min = i\n for j in range(i+1, n): # encontra o menor elemento da lista a partir de i + 1\n if A[j] < A[min]:\n min = j\n A[i], A[min] = A[min], A[i] # insere o elemento na posicao correta\n return A\n\n# 1 + (n-1)*[3 + X] = 1 + 3*(n-1) + X*(n-1) = 1 + 3*(n-1) + (n^2 + n - 2)/2\n# = (1 - 3 - 1) + (3n + n/2) + (n^2/2)\n# The complexity is O(n^2)"}, {"role": "assistant", "content": " Functions: selection_sort\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
13783bd8e2a248d44492c03b9013e0d6c16cfd22
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import os from typing import List, Tuple from BridgeOptimizer.datastructure.hypermesh.LoadCollector import LoadCollector from BridgeOptimizer.datastructure.hypermesh.LoadStep import LoadStep from BridgeOptimizer.datastructure.hypermesh.Force import Force from BridgeOptimizer.datastructure.hypermesh.SPC import SPC class ScriptBuilderBoundaryConditions: """ Extra class for generating Loadstep, Loadcollectors, Forces and Constraints Parameters: --------- None """ def __init__(self) -> None: pass def write_tcl_commands_loadCollectors(self, tcl_commands: List) -> None: """ Creates all the load collectors (has to be done before creating loadsteps, as the loadcollectors are referenced) """ load_collector: LoadCollector = None # create all load collectors and loads first for load_collector in LoadCollector.instances: load_collector_type = load_collector.get_load_collector_type() load_collector.name = f"{str(load_collector_type.__name__)}_{str(load_collector.get_id())}" tcl_commands.append(
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 10 • Unclosed '(' at line 32 - expected ')' Fix: Complete the truncated code structure
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advanced
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ui
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error_detection
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Pythoncode:Python
| 2
| 1
| 1,128
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nfrom typing import List, Tuple\nfrom BridgeOptimizer.datastructure.hypermesh.LoadCollector import LoadCollector\nfrom BridgeOptimizer.datastructure.hypermesh.LoadStep import LoadStep\nfrom BridgeOptimizer.datastructure.hypermesh.Force import Force\nfrom BridgeOptimizer.datastructure.hypermesh.SPC import SPC\n\n\nclass ScriptBuilderBoundaryConditions:\n \"\"\"\n Extra class for generating Loadstep, Loadcollectors, Forces and Constraints\n\n Parameters: \n ---------\n None\n\n\n \"\"\"\n\n def __init__(self) -> None:\n pass\n\n def write_tcl_commands_loadCollectors(self, tcl_commands: List) -> None:\n \"\"\"\n Creates all the load collectors (has to be done before creating loadsteps, as the loadcollectors are referenced)\n \"\"\"\n load_collector: LoadCollector = None\n # create all load collectors and loads first\n for load_collector in LoadCollector.instances:\n load_collector_type = load_collector.get_load_collector_type()\n load_collector.name = f\"{str(load_collector_type.__name__)}_{str(load_collector.get_id())}\"\n tcl_commands.append("}, {"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 10\n \u2022 Unclosed '(' at line 32 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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1379138cdd6c153ab5075c9fd6e443c52181da72
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: tajniBroj = 51 broj = 2 while tajniBroj != broj: broj = int(input("Pogodite tajni broj: ")) if tajniBroj == broj: print("Pogodak!") elif tajniBroj < broj: print("Tajni broj je manji od tog broja.") else: print("Tajni broj je veci od tog broja.") print("Kraj programa") Error: SyntaxError: unterminated string literal
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Fixed Code: tajniBroj = 51 broj = 2 while tajniBroj != broj: broj = int(input("Pogodite tajni broj: ")) if tajniBroj == broj: print("Pogodak!") elif tajniBroj < broj: print("Tajni broj je manji od tog broja.") else: print("Tajni broj je veci od tog broja.") print("Kraj programa") Explanation: Close the string literal with matching quote
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intermediate
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general
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error_fixing
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Pythoncode:Python
| 0
| 0
| 319
| false
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ntajniBroj = 51\nbroj = 2\n\nwhile tajniBroj != broj:\n broj = int(input(\"Pogodite tajni broj: \"))\n\n if tajniBroj == broj:\n print(\"Pogodak!\")\n elif tajniBroj < broj:\n print(\"Tajni broj je manji od tog broja.\")\n else:\n print(\"Tajni broj je veci od tog broja.\")\n\nprint(\"Kraj programa\") \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\ntajniBroj = 51\nbroj = 2\n\nwhile tajniBroj != broj:\n broj = int(input(\"Pogodite tajni broj: \"))\n\n if tajniBroj == broj:\n print(\"Pogodak!\")\n elif tajniBroj < broj:\n print(\"Tajni broj je manji od tog broja.\")\n else:\n print(\"Tajni broj je veci od tog broja.\")\n\nprint(\"Kraj programa\") \n\n\n Explanation: Close the string literal with matching quote"}]
| true
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syntax
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MID_STRING
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CRITICAL
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137960c813f4163613ba4247cf3f11614175c045
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import numpy as np from sklearn import metrics from neupy import algorithms from base import BaseTestCase class CMACTestCase(BaseTestCase): def test_cmac(self): X_train = np.reshape(np.linspace(0, 2 * np.pi, 100), (100, 1)) X_train_before = X_train.copy() X_test = np.reshape(np.linspace(np.pi, 2 * np.pi, 50), (50, 1)) y_train = np.sin(X_train) y_train_before = y_train.copy() y_test = np.sin(X_test) cmac = algorithms.CMAC( quantization=100, associative_unit_size=32, step=0.2, verbose=False, ) cmac.train(X_train, y_train, epochs=100) predicted_test = cmac.predict(X_test) predicted_test = predicted_test.reshape((len(predicted_test), 1)) error = metrics.mean_absolute_error(y_test, predicted_test) self.assertAlmostEqual(error, 0.0024, places=4) # Test that algorithm didn't modify data samples np.testing.assert_array_equal(X_train, X_train_before) np.testing.assert_array_equal(X_train, X_train_before) np.testing.assert_array_equal(y_train, y_train_before) self.assertPickledNetwork(cmac, X_train) def test_train_different_inputs(self): self.assertInvalidVectorTrain( network=algorithms.CMAC(), input_vector=np.array([1, 2, 3]), target=np.array([1, 2, 3]) ) def test_predict_different_inputs(self): cmac = algorithms.CMAC() data = np.array([[1, 2, 3]]).T target = np.array([[1, 2, 3]]).T cmac.train(data, target, epochs=100) self.assertInvalidVectorPred( network=cmac, input_vector=np.array([1, 2, 3]), target=target, decimal=2 ) def test_cmac_multi_output(self): X_train = np.linspace(0, 2 * np.pi, 100) X_train = np.vstack([X_train, X_train]) X_test = np.linspace(0, 2 * np.pi, 100) X_test = np.vstack([X_test, X_test]) y_train = np.sin(X_train) y_test = np.sin(X_test) cmac = algorithms.CMAC( quantization=100, associative_unit_size=32, step=0.2, ) cmac.train(X_train, y_train, X_test, y_test, epochs=100) predicted_test = cmac.predict(X_test) error = metrics.mean_absolute_error(y_test, predicted_test) self.assertAlmostEqual(error, 0, places=6) def test_cmac_training_exceptions(self): cmac = algorithms.CMAC( quantization=100, associative_unit_size=32, step=0.2, ) with self.assertRaises(ValueError): cmac.train(X_train=True, y_train=True, X_test=None, y_test=True)
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Code Review: ❌ Critical issues: Unterminated string literal at line 33 ⚠️ Code quality: Unexpected indentation at line 11 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 28 Unexpected indentation at line 29 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 51 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 63 Unexpected indentation at line 66 Unexpected indentation at line 69 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 85 Unexpected indentation at line 86 Unexpected indentation at line 87 Unexpected indentation at line 88 Unexpected indentation at line 92 ✨ Improvements: Add closing quote at line 33 Add docstring to class 'CMACTestCase' Add docstring to function 'test_cmac' Add docstring to function 'test_predict_different_inputs' Add docstring to function 'test_cmac_multi_output'
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advanced
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testing
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code_review
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport numpy as np\nfrom sklearn import metrics\n\nfrom neupy import algorithms\nfrom base import BaseTestCase\n\n\nclass CMACTestCase(BaseTestCase):\n def test_cmac(self):\n X_train = np.reshape(np.linspace(0, 2 * np.pi, 100), (100, 1))\n X_train_before = X_train.copy()\n\n X_test = np.reshape(np.linspace(np.pi, 2 * np.pi, 50), (50, 1))\n\n y_train = np.sin(X_train)\n y_train_before = y_train.copy()\n y_test = np.sin(X_test)\n\n cmac = algorithms.CMAC(\n quantization=100,\n associative_unit_size=32,\n step=0.2,\n verbose=False,\n )\n cmac.train(X_train, y_train, epochs=100)\n\n predicted_test = cmac.predict(X_test)\n predicted_test = predicted_test.reshape((len(predicted_test), 1))\n error = metrics.mean_absolute_error(y_test, predicted_test)\n\n self.assertAlmostEqual(error, 0.0024, places=4)\n\n # Test that algorithm didn't modify data samples\n np.testing.assert_array_equal(X_train, X_train_before)\n np.testing.assert_array_equal(X_train, X_train_before)\n np.testing.assert_array_equal(y_train, y_train_before)\n\n self.assertPickledNetwork(cmac, X_train)\n\n def test_train_different_inputs(self):\n self.assertInvalidVectorTrain(\n network=algorithms.CMAC(),\n input_vector=np.array([1, 2, 3]),\n target=np.array([1, 2, 3])\n )\n\n def test_predict_different_inputs(self):\n cmac = algorithms.CMAC()\n\n data = np.array([[1, 2, 3]]).T\n target = np.array([[1, 2, 3]]).T\n\n cmac.train(data, target, epochs=100)\n self.assertInvalidVectorPred(\n network=cmac,\n input_vector=np.array([1, 2, 3]),\n target=target,\n decimal=2\n )\n\n def test_cmac_multi_output(self):\n X_train = np.linspace(0, 2 * np.pi, 100)\n X_train = np.vstack([X_train, X_train])\n\n X_test = np.linspace(0, 2 * np.pi, 100)\n X_test = np.vstack([X_test, X_test])\n\n y_train = np.sin(X_train)\n y_test = np.sin(X_test)\n\n cmac = algorithms.CMAC(\n quantization=100,\n associative_unit_size=32,\n step=0.2,\n )\n cmac.train(X_train, y_train,\n X_test, y_test, epochs=100)\n predicted_test = cmac.predict(X_test)\n error = metrics.mean_absolute_error(y_test, predicted_test)\n\n self.assertAlmostEqual(error, 0, places=6)\n\n def test_cmac_training_exceptions(self):\n cmac = algorithms.CMAC(\n quantization=100,\n associative_unit_size=32,\n step=0.2,\n )\n\n with self.assertRaises(ValueError):\n cmac.train(X_train=True, y_train=True,\n X_test=None, y_test=True)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 33\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\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 28\n Unexpected indentation at line 29\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\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 51\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 63\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 74\n Unexpected indentation at line 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 85\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n Unexpected indentation at line 88\n Unexpected indentation at line 92\n\n\u2728 Improvements:\n Add closing quote at line 33\n Add docstring to class 'CMACTestCase'\n Add docstring to function 'test_cmac'\n Add docstring to function 'test_predict_different_inputs'\n Add docstring to function 'test_cmac_multi_output'"}]
| false
| null | null | null |
1379b64de3a90f72d35d03219b56d72544b5e73a
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # Copyright (C) 2013 Google Inc., authors, and contributors <see AUTHORS file> # Licensed under http://www.apache.org/licenses/LICENSE-2.0 <see LICENSE file> # Created By: dan@reciprocitylabs.com # Maintained By: dan@reciprocitylabs.com from sqlalchemy.ext.associationproxy import association_proxy from ggrc import db from ggrc.models.mixins import Mapping from ggrc.models.mixins import Timeboxed from ggrc.models.reflection import PublishOnly class TaskGroupObject(Timeboxed, Mapping, db.Model): __tablename__ = 'task_group_objects' task_group_id = db.Column( db.Integer, db.ForeignKey('task_groups.id'), nullable=False) object_id = db.Column(db.Integer, nullable=False) object_type = db.Column(db.String, nullable=False) @property def object_attr(self): return '{0}_object'.format(self.object_type) @property def object(self): return getattr(self, self.object_attr) @object.setter def object(self, value): self.object_id = value.id if value is not None else None self.object_type = value.__class__.__name__ if value is not None \ else None return setattr(self, self.object_attr, value) @staticmethod def _extra_table_args(cls): return ( db.UniqueConstraint('task_group_id', 'object_id', 'object_type'), db.Index('ix_task_group_id', 'task_group_id'), ) _publish_attrs = [ 'task_group', 'object', ] _sanitize_html = [] @classmethod def eager_query(cls): from sqlalchemy import orm query = super(TaskGroupObject, cls).eager_query() return query.options( orm.subqueryload('task_group')) def _display_name(self): return self.object.display_name + '<->' + self.task_group.display_name def copy(self, _other=None, **kwargs): columns = [ 'task_group', 'object_id', 'object_type' ] target = self.copy_into(_other, columns, **kwargs) return target class TaskGroupable(object): @classmethod def late_init_task_groupable(cls): def make_task_group_objects(cls): cls.task_groups = association_proxy( 'task_group_objects', 'task_group', creator=lambda task_group: TaskGroupObject( task_group=task_group, object_type=cls.__name__, ) ) joinstr = 'and_(foreign(TaskGroupObject.object_id) == {type}.id, '\ 'foreign(TaskGroupObject.object_type) == "{type}")' joinstr = joinstr.format(type=cls.__name__) return db.relationship( 'TaskGroupObject', primaryjoin=joinstr, backref='{0}_object'.format(cls.__name__), cascade='all, delete-orphan', ) cls.task_group_objects = make_task_group_objects(cls) _publish_attrs = [ PublishOnly('task_groups'), 'task_group_objects', ] _include_links = [] @classmethod ... [1 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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api
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refactoring
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Pythoncode:Python
| 9
| 2
| 2,888
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright (C) 2013 Google Inc., authors, and contributors <see AUTHORS file>\n# Licensed under http://www.apache.org/licenses/LICENSE-2.0 <see LICENSE file>\n# Created By: dan@reciprocitylabs.com\n# Maintained By: dan@reciprocitylabs.com\n\nfrom sqlalchemy.ext.associationproxy import association_proxy\n\nfrom ggrc import db\nfrom ggrc.models.mixins import Mapping\nfrom ggrc.models.mixins import Timeboxed\nfrom ggrc.models.reflection import PublishOnly\n\n\nclass TaskGroupObject(Timeboxed, Mapping, db.Model):\n __tablename__ = 'task_group_objects'\n\n task_group_id = db.Column(\n db.Integer, db.ForeignKey('task_groups.id'), nullable=False)\n object_id = db.Column(db.Integer, nullable=False)\n object_type = db.Column(db.String, nullable=False)\n\n @property\n def object_attr(self):\n return '{0}_object'.format(self.object_type)\n\n @property\n def object(self):\n return getattr(self, self.object_attr)\n\n @object.setter\n def object(self, value):\n self.object_id = value.id if value is not None else None\n self.object_type = value.__class__.__name__ if value is not None \\\n else None\n return setattr(self, self.object_attr, value)\n\n @staticmethod\n def _extra_table_args(cls):\n return (\n db.UniqueConstraint('task_group_id', 'object_id', 'object_type'),\n db.Index('ix_task_group_id', 'task_group_id'),\n )\n\n _publish_attrs = [\n 'task_group',\n 'object',\n ]\n _sanitize_html = []\n\n @classmethod\n def eager_query(cls):\n from sqlalchemy import orm\n\n query = super(TaskGroupObject, cls).eager_query()\n return query.options(\n orm.subqueryload('task_group'))\n\n def _display_name(self):\n return self.object.display_name + '<->' + self.task_group.display_name\n\n def copy(self, _other=None, **kwargs):\n columns = [\n 'task_group', 'object_id', 'object_type'\n ]\n target = self.copy_into(_other, columns, **kwargs)\n return target\n\n\nclass TaskGroupable(object):\n @classmethod\n def late_init_task_groupable(cls):\n def make_task_group_objects(cls):\n cls.task_groups = association_proxy(\n 'task_group_objects', 'task_group',\n creator=lambda task_group: TaskGroupObject(\n task_group=task_group,\n object_type=cls.__name__,\n )\n )\n joinstr = 'and_(foreign(TaskGroupObject.object_id) == {type}.id, '\\\n 'foreign(TaskGroupObject.object_type) == \"{type}\")'\n joinstr = joinstr.format(type=cls.__name__)\n return db.relationship(\n 'TaskGroupObject',\n primaryjoin=joinstr,\n backref='{0}_object'.format(cls.__name__),\n cascade='all, delete-orphan',\n )\n cls.task_group_objects = make_task_group_objects(cls)\n\n _publish_attrs = [\n PublishOnly('task_groups'),\n 'task_group_objects',\n ]\n\n _include_links = []\n\n @classmethod\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
137a3688b49f0ea26253687c4f9e076efa9114c9
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # Copyright ©2020-2021 The American University in Cairo and the Cloud V Project. # # This file is part of the DFFRAM Memory Compiler. # See https://github.com/Cloud-V/DFFRAM for further info. # # 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 # d
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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intermediate
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api
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error_detection
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Pythoncode:Python
| 0
| 0
| 495
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright \u00a92020-2021 The American University in Cairo and the Cloud V Project.\n#\n# This file is part of the DFFRAM Memory Compiler.\n# See https://github.com/Cloud-V/DFFRAM for further info.\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# d"}, {"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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137bf77da0a4c318b41b184deddd1c0849f9d010
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: class CoinbaseResponse: bid = 0 ask = 0 product_id = None def set_bid(self, bid): self.bid = float(bid) def get_bid(self): return ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def set_ask(self, ask): self.ask = float(ask) def get_ask(self):
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advanced
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oop
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incomplete_code
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Pythoncode:Python
| 6
| 1
| 168
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass CoinbaseResponse:\n bid = 0\n ask = 0\n product_id = None\n\n def set_bid(self, bid):\n self.bid = float(bid)\n\n def get_bid(self):\n return \n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n def set_ask(self, ask):\n self.ask = float(ask)\n\n def get_ask(self):"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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137c65c98b497accc914aadf90c4a0607e671a25
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # noqa: D100 from typing import Optional import numpy as np import xarray from xclim.core.units import ( def isothermality( tasmin: xarray.DataArray, tasmax: xarray.DataArray, freq: str = "YS" ) -> xarray.DataArray: r"""Isothermality. The mean diurnal range divided by the annual temperature range. Parameters ---------- tasmin : xarray.DataArray Average daily minimum temperature at daily, weekly, or monthly frequency. tasmax : xarray.DataArray Average daily maximum temperature at daily, weekly, or monthly frequency. freq : str Resampling frequency. Returns ------- xarray.DataArray, [%] Isothermality
|
Notes ----- According to the ANUCLIM user-guide https://fennerschool.anu.edu.au/files/anuclim61.pdf (ch. 6), input values should be at a weekly (or monthly) frequency. However, the xclim.indices implementation here will calculate the output with input data with daily frequency as well. As such weekly or monthly input values, if desired, should be calculated prior to calling the function. """ dtr = daily_temperature_range(tasmin=tasmin, tasmax=tasmax, freq=freq) etr = extreme_temperature_range(tasmin=tasmin, tasmax=tasmax, freq=freq) with xarray.set_options(keep_attrs=True): iso = dtr / etr * 100 iso.attrs["units"] = "%" return iso @declare_units(tas="[temperature]") ... [12 more functiondefs truncated] ...
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intermediate
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api
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code_completion
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Pythoncode:Python
| 1
| 0
| 1,467
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# noqa: D100\nfrom typing import Optional\n\nimport numpy as np\nimport xarray\n\nfrom xclim.core.units import (\ndef isothermality(\n tasmin: xarray.DataArray, tasmax: xarray.DataArray, freq: str = \"YS\"\n) -> xarray.DataArray:\n r\"\"\"Isothermality.\n\n The mean diurnal range divided by the annual temperature range.\n\n Parameters\n ----------\n tasmin : xarray.DataArray\n Average daily minimum temperature at daily, weekly, or monthly frequency.\n tasmax : xarray.DataArray\n Average daily maximum temperature at daily, weekly, or monthly frequency.\n freq : str\n Resampling frequency.\n\n Returns\n -------\n xarray.DataArray, [%]\n Isothermality"}, {"role": "assistant", "content": "\n\n Notes\n -----\n According to the ANUCLIM user-guide https://fennerschool.anu.edu.au/files/anuclim61.pdf (ch. 6), input\n values should be at a weekly (or monthly) frequency. However, the xclim.indices implementation here will calculate\n the output with input data with daily frequency as well. As such weekly or monthly input values, if desired, should\n be calculated prior to calling the function.\n \"\"\"\n dtr = daily_temperature_range(tasmin=tasmin, tasmax=tasmax, freq=freq)\n etr = extreme_temperature_range(tasmin=tasmin, tasmax=tasmax, freq=freq)\n with xarray.set_options(keep_attrs=True):\n iso = dtr / etr * 100\n iso.attrs[\"units\"] = \"%\"\n return iso\n\n\n@declare_units(tas=\"[temperature]\")\n\n ... [12 more functiondefs truncated] ..."}]
| false
| null | null | null |
137dda311b44a103b066cfeaf00c02a9bb814cbf
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: # Copyright (c) 2013, VHRS and contributors # For license information, please see license.txt from __future__ import unicode_literals import frappe from frappe import _, msgprint from frappe.utils import (cint, cstr, date_diff, flt, getdate, money_in_words, ... [3 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unclosed '(' at line 7 - expected ')' SyntaxError: '(' was never closed at line 7 💡 Suggestions: Complete the expression on the last line Add closing ')' bracket Review code syntax
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intermediate
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database
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debugging
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Pythoncode:Python
| 0
| 0
| 306
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2013, VHRS and contributors\n# For license information, please see license.txt\n\nfrom __future__ import unicode_literals\nimport frappe\nfrom frappe import _, msgprint\nfrom frappe.utils import (cint, cstr, date_diff, flt, getdate, money_in_words,\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unclosed '(' at line 7 - expected ')'\n SyntaxError: '(' was never closed at line 7\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
137eb4fb88a280d57e223383a1252ee199ec52e5
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import os DEFAULT_ROOT = './materials' datasets_dt = {} def register(name): def decorator(cls): # Complete this line return cls return decorator def make(name, **kwargs): if kwargs.get('root_path') is None: kwargs['root_path'] = os.path.join(DEFAULT_ROOT, name) dataset = datasets_dt[name](**kwargs) return dataset
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The missing line is: datasets_dt[name] = cls
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intermediate
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data_processing
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fill_in_the_blank
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Pythoncode:Python
| 3
| 0
| 369
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\n\n\nDEFAULT_ROOT = './materials'\n\n\ndatasets_dt = {}\ndef register(name):\n def decorator(cls):\n # Complete this line\n return cls\n return decorator\n\n\ndef make(name, **kwargs):\n if kwargs.get('root_path') is None:\n kwargs['root_path'] = os.path.join(DEFAULT_ROOT, name)\n dataset = datasets_dt[name](**kwargs)\n return dataset"}, {"role": "assistant", "content": "The missing line is:\n datasets_dt[name] = cls"}]
| false
| null | null | null |
137f6361d1e175bc555153af22f77e79ad507096
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from .comment import CommentParser from .protobuf import Protobuf from .proto_structures import Syntax class SyntaxParser(): @classmethod def parse_and_add(cls, proto_obj: Protobuf, line, top_comment_list): if proto_obj.syntax is not None: raise 'multiple syntax detected!' proto_obj.syntax = cls.parse_syntax(line, top_comment_list) @classmethod def parse_syntax(cls, line, top_comment_list): value = cls._get_syntax_value(line) comments = CommentParser.create_comment(line, top_comment_list) syntax = Syntax(value, comments) return syntax @classmethod def _get_syntax_value(cls, line): line = line.strip().replace(' ', '') lindex = len('syntax=') rindex = line.index(';') value = line[lindex:rindex].strip().replace('"', "").replace("'", "") ... code continues ...
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Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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advanced
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machine_learning
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incomplete_code
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Pythoncode:Python
| 3
| 1
| 867
| true
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom .comment import CommentParser\nfrom .protobuf import Protobuf\nfrom .proto_structures import Syntax\n\n\nclass SyntaxParser():\n\n @classmethod\n def parse_and_add(cls, proto_obj: Protobuf, line, top_comment_list):\n if proto_obj.syntax is not None:\n raise 'multiple syntax detected!'\n\n proto_obj.syntax = cls.parse_syntax(line, top_comment_list)\n\n @classmethod\n def parse_syntax(cls, line, top_comment_list):\n value = cls._get_syntax_value(line)\n comments = CommentParser.create_comment(line, top_comment_list)\n syntax = Syntax(value, comments)\n return syntax\n\n @classmethod\n def _get_syntax_value(cls, line):\n line = line.strip().replace(' ', '')\n lindex = len('syntax=')\n rindex = line.index(';')\n value = line[lindex:rindex].strip().replace('\"', \"\").replace(\"'\", \"\")\n\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
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137fdb8af310be2f7cdaeb72968e537c0108415a
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from flask import render_template, request, Blueprint core = Blueprint('core', __name__) @core.route("/", methods=['GET', 'POST']) def home(): return render_template('home.html') @core.route("/about") def about(): return render_template('about.html') @core.route('/search', methods=['GET', 'POST']) def search(): search_str = request.args.get('globalsearch') return render_template('search.html', search_str=search_str)
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Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • IndentationError at line 17 Fix: Fix indentation to match Python syntax rules
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intermediate
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api
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error_detection
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Pythoncode:Python
| 3
| 0
| 445
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom flask import render_template, request, Blueprint\n\ncore = Blueprint('core', __name__)\n\n\n@core.route(\"/\", methods=['GET', 'POST'])\ndef home():\n return render_template('home.html')\n\n\n@core.route(\"/about\")\ndef about():\n return render_template('about.html')\n\n\n@core.route('/search', methods=['GET', 'POST'])\n def search():\n search_str = request.args.get('globalsearch')\n return render_template('search.html', search_str=search_str)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 IndentationError at line 17\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
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BROKEN_INDENTATION
|
MEDIUM
|
138136650386e60020d1b6906281d81dfdc20779
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # encoding: utf-8 import functools import os from urllib.parse import urlsplit import boto3 import botocore import pytest from botocore.exceptions import BotoCoreError, ClientError from mock import MagicMock from parameterized import parameterized from ..mirror import MirrorUploader from ..model import ( class S3UploaderTest(DatabaseTest): def _integration(self, **settings): """Create and configure a simple S3 integration.""" integration = self._external_integration( ExternalIntegration.S3, ExternalIntegration.STORAGE_GOAL, settings=settings ) integration.username = settings.get("username", "username") integration.password = settings.get("password", "password") return integration def _add_settings_value(self, settings, key, value): """Adds a value to settings dictionary :param settings: Settings dictionary :type settings: Dict :param key: Key :type key: string :param value: Value :type value: Any :return: Updated settings dictionary :rtype: Dict """ if value: if settings: settings[key] = value else: settings = {key: value} return settings def _create_s3_uploader( self, client_class=None, uploader_class=None, region=None, addressing_style=None, **settings ): """Creates a new instance of S3 uploader :param client_class: (Optional) Custom class to be used instead of boto3's client class :type client_class: Optional[Type] :param: uploader_class: (Optional) Custom class which will be used insted of S3Uploader :type uploader_class: Optional[Type] :param region: (Optional) S3 region :type region: Optional[string] :param addressing_style: (Optional) S3 addressing style :type addressing_style: Optional[string] :param settings: Kwargs used for initializing an external integration :type: Optional[Dict] :return: New intance of S3 uploader :rtype: S3Uploader """ settings = self._add_settings_value( settings, S3UploaderConfiguration.S3_REGION, region ) settings = self._add_settings_value( settings, S3UploaderConfiguration.S3_ADDRESSING_STYLE, addressing_style ) integration = self._integration(**settings) uploader_class = uploader_class or S3Uploader return uploader_class(integration, client_class=client_class) ... [43 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 26 Unclosed '(' at line 14 - expected ')' SyntaxError: '(' was never closed at line 14 ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 29 Unexpected indentation at line 32 Unexpected indentation at line 35 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 60 Unexpected indentation at line 63 Unexpected indentation at line 66 Unexpected indentation at line 69 Unexpected indentation at line 72 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 ✨ Improvements: Complete the expression on the last line Add closing quote at line 26 Add closing ')' bracket Review code syntax
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advanced
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 1
| 2,666
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# encoding: utf-8\nimport functools\nimport os\nfrom urllib.parse import urlsplit\n\nimport boto3\nimport botocore\nimport pytest\nfrom botocore.exceptions import BotoCoreError, ClientError\nfrom mock import MagicMock\nfrom parameterized import parameterized\n\nfrom ..mirror import MirrorUploader\nfrom ..model import (\nclass S3UploaderTest(DatabaseTest):\n def _integration(self, **settings):\n \"\"\"Create and configure a simple S3 integration.\"\"\"\n integration = self._external_integration(\n ExternalIntegration.S3, ExternalIntegration.STORAGE_GOAL, settings=settings\n )\n integration.username = settings.get(\"username\", \"username\")\n integration.password = settings.get(\"password\", \"password\")\n return integration\n\n def _add_settings_value(self, settings, key, value):\n \"\"\"Adds a value to settings dictionary\n\n :param settings: Settings dictionary\n :type settings: Dict\n\n :param key: Key\n :type key: string\n\n :param value: Value\n :type value: Any\n\n :return: Updated settings dictionary\n :rtype: Dict\n \"\"\"\n if value:\n if settings:\n settings[key] = value\n\n else:\n settings = {key: value}\n\n return settings\n\n def _create_s3_uploader(\n self,\n client_class=None,\n uploader_class=None,\n region=None,\n addressing_style=None,\n **settings\n ):\n \"\"\"Creates a new instance of S3 uploader\n\n :param client_class: (Optional) Custom class to be used instead of boto3's client class\n :type client_class: Optional[Type]\n\n :param: uploader_class: (Optional) Custom class which will be used insted of S3Uploader\n :type uploader_class: Optional[Type]\n\n :param region: (Optional) S3 region\n :type region: Optional[string]\n\n :param addressing_style: (Optional) S3 addressing style\n :type addressing_style: Optional[string]\n\n :param settings: Kwargs used for initializing an external integration\n :type: Optional[Dict]\n\n :return: New intance of S3 uploader\n :rtype: S3Uploader\n \"\"\"\n settings = self._add_settings_value(\n settings, S3UploaderConfiguration.S3_REGION, region\n )\n settings = self._add_settings_value(\n settings, S3UploaderConfiguration.S3_ADDRESSING_STYLE, addressing_style\n )\n integration = self._integration(**settings)\n uploader_class = uploader_class or S3Uploader\n\n return uploader_class(integration, client_class=client_class)\n\n\n\n ... [43 more classdefs 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 26\n Unclosed '(' at line 14 - expected ')'\n SyntaxError: '(' was never closed at line 14\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 29\n Unexpected indentation at line 32\n Unexpected indentation at line 35\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 60\n Unexpected indentation at line 63\n Unexpected indentation at line 66\n Unexpected indentation at line 69\n Unexpected indentation at line 72\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\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 26\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
13829c0823e4f1af5270d26df1460fb75ccc8a6b
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """Set the build version to be 'qa', 'rc', 'release'""" import sys import os import re import logging log = logging.getLogger() log.addHandler(logging.StreamHandler()) log.setLevel(logging.DEBUG) def get_build_type(travis_tag=None): if not travis_tag: return "qa" log.debug("getting build type for tag: \"%s\"", travis_tag) if re.match(r'v\d+\.\d+\.\d+rc\d+$', travis_tag): return 'rc' elif re.match(r'v\d+\.\d+\.\d+$', travis_tag): return 'qa' def main(): root_dir = os.path.dirname(os.path.dirname(os.path.realpath(__file__))) build_type_path = os.path.join(root_dir, 'lbry', 'build_type.py') log.debug("configuring build type file: %s", build_type_path) travis_commit = os.environ['TRAVIS_COMMIT'][:6] build_type = get_build_type(os.environ.get('TRAVIS_TAG', None)) log.debug("setting build type=%s, build commit=%s", build_type, travis_commit) with open(build_type_path, 'w') as f: f.write(f"BUILD = \"{build_type}\"\nBUILD_COMMIT = \"{travis_commit}\"\n") if __name__ == '__main__': sys.exit(main()) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
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intermediate
|
ui
|
incomplete_code
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Pythoncode:Python
| 2
| 0
| 1,089
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"Set the build version to be 'qa', 'rc', 'release'\"\"\"\n\nimport sys\nimport os\nimport re\nimport logging\n\nlog = logging.getLogger()\nlog.addHandler(logging.StreamHandler())\nlog.setLevel(logging.DEBUG)\n\n\ndef get_build_type(travis_tag=None):\n if not travis_tag:\n return \"qa\"\n log.debug(\"getting build type for tag: \\\"%s\\\"\", travis_tag)\n if re.match(r'v\\d+\\.\\d+\\.\\d+rc\\d+$', travis_tag):\n return 'rc'\n elif re.match(r'v\\d+\\.\\d+\\.\\d+$', travis_tag):\n return 'qa'\n\n\ndef main():\n root_dir = os.path.dirname(os.path.dirname(os.path.realpath(__file__)))\n build_type_path = os.path.join(root_dir, 'lbry', 'build_type.py')\n log.debug(\"configuring build type file: %s\", build_type_path)\n travis_commit = os.environ['TRAVIS_COMMIT'][:6]\n build_type = get_build_type(os.environ.get('TRAVIS_TAG', None))\n log.debug(\"setting build type=%s, build commit=%s\", build_type, travis_commit)\n with open(build_type_path, 'w') as f:\n f.write(f\"BUILD = \\\"{build_type}\\\"\\nBUILD_COMMIT = \\\"{travis_commit}\\\"\\n\")\n\n\nif __name__ == '__main__':\n sys.exit(main())\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
1382e742de1eb49e756dcd17000e8fccc4bc6d6c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/python import yaml import os import ast import sys from collections import OrderedDict curr_dir = os.getcwd() work_dir = sys.argv[1] network_type = sys.argv[2] testplan_dict = {} testplan_dict["name"] = "System performance test" testplan_dict["description"] = "This test is to create as much chaincode computation load as possible" testplan_dict["runid"] = "RUNID_HERE" if network_type == "ibp": testplan_dict["networkid"] = sys.argv[3] testplan_dict["collectFabricMetrics"] = False testplan_dict["storageclass"] = "default" testplan_dict["saveLog"] = False testplan_dict["continueAfterFail"] = True testplan_dict["tests"] = [] testplan_dict["peernodeAlias"] =[] if os.path.exists(work_dir) != True: print 'certs keyfiles directory do not exist' exit(1) # Load template file with open(curr_dir + "/templates/testplan_template.yml", 'r') as stream: template = yaml.load(stream) channel_create = template["CHANNEL_CREATE"] # channel_join = template["CHANNEL_JOIN"] chaincode_install = template["CHAINCODE_INSTALL"] chaincode_instantiate = template["CHAINCODE_INSTANTIATE"] chaincode_invoke = template["CHAINCODE_INVOKE"] execute_command = template["EXECUTE_COMMAND"] connectionProfile = {} org_list = [] org_list_lowercase = [] orderer_list = [] peer_list = [] org_peers_dict = {} org_anchor_dic
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 28 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,350
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\n#!/usr/bin/python\n\nimport yaml\nimport os\nimport ast\nimport sys\nfrom collections import OrderedDict\n\ncurr_dir = os.getcwd()\nwork_dir = sys.argv[1]\nnetwork_type = sys.argv[2]\n\ntestplan_dict = {}\ntestplan_dict[\"name\"] = \"System performance test\"\ntestplan_dict[\"description\"] = \"This test is to create as much chaincode computation load as possible\"\ntestplan_dict[\"runid\"] = \"RUNID_HERE\"\nif network_type == \"ibp\":\n testplan_dict[\"networkid\"] = sys.argv[3]\ntestplan_dict[\"collectFabricMetrics\"] = False\ntestplan_dict[\"storageclass\"] = \"default\"\ntestplan_dict[\"saveLog\"] = False\ntestplan_dict[\"continueAfterFail\"] = True\ntestplan_dict[\"tests\"] = []\ntestplan_dict[\"peernodeAlias\"] =[]\n\nif os.path.exists(work_dir) != True:\n print 'certs keyfiles directory do not exist'\n exit(1)\n# Load template file\nwith open(curr_dir + \"/templates/testplan_template.yml\", 'r') as stream:\n template = yaml.load(stream)\n channel_create = template[\"CHANNEL_CREATE\"]\n # channel_join = template[\"CHANNEL_JOIN\"]\n chaincode_install = template[\"CHAINCODE_INSTALL\"]\n chaincode_instantiate = template[\"CHAINCODE_INSTANTIATE\"]\n chaincode_invoke = template[\"CHAINCODE_INVOKE\"]\n execute_command = template[\"EXECUTE_COMMAND\"]\n\nconnectionProfile = {}\norg_list = []\norg_list_lowercase = []\norderer_list = []\npeer_list = []\norg_peers_dict = {}\norg_anchor_dic"}, {"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 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 28\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13836c2a14bcd63d7cbfba39a7fecc1ae843d691
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """Collection of tests.""" import pytest import dblib.lib f0 = dblib.lib.Finding('CD spook', 'my_PC', 'The CD drive is missing.') f1 = dblib.lib.Finding('Unplugged', 'my_PC', 'The power cord is unplugged.') f2 = dblib.lib.Finding('Monitor switched off', 'my_PC', 'The monitor is switched off.') def test_add_remove(): """Test function.""" db = dblib.lib.BackyardDB() # regular cases db.add(f0) assert f0 in db.findings assert len(db.findings) == 1 db.add(f1) # Complete this line assert len(db.findings) == 2 db.add(f2) assert f2 in db.findings assert len(db.findings) == 3 db.add(None) assert len(db.findings) == 3 db.remove(f1) assert f1 not in db.findings assert len(db.findings) == 2 # test exceptions with pytest.raises(TypeError): db.add(1) def test_update(): """Test function.""" db = dblib.lib.BackyardDB() db.add(f0) db.add(f1) db.update(f1, f2) assert f2 in db.findings assert len(db.findings) == 2
|
The missing line is: assert f1 in db.findings
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 1,033
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"Collection of tests.\"\"\"\nimport pytest\n\nimport dblib.lib\n\n\nf0 = dblib.lib.Finding('CD spook', 'my_PC', 'The CD drive is missing.')\nf1 = dblib.lib.Finding('Unplugged', 'my_PC', 'The power cord is unplugged.')\nf2 = dblib.lib.Finding('Monitor switched off', 'my_PC', 'The monitor is switched off.')\n\n\ndef test_add_remove():\n \"\"\"Test function.\"\"\"\n db = dblib.lib.BackyardDB()\n\n # regular cases\n db.add(f0)\n assert f0 in db.findings\n assert len(db.findings) == 1\n db.add(f1)\n # Complete this line\n assert len(db.findings) == 2\n db.add(f2)\n assert f2 in db.findings\n assert len(db.findings) == 3\n db.add(None)\n assert len(db.findings) == 3\n db.remove(f1)\n assert f1 not in db.findings\n assert len(db.findings) == 2\n # test exceptions\n with pytest.raises(TypeError):\n db.add(1)\n\n\ndef test_update():\n \"\"\"Test function.\"\"\"\n db = dblib.lib.BackyardDB()\n db.add(f0)\n db.add(f1)\n db.update(f1, f2)\n assert f2 in db.findings\n assert len(db.findings) == 2"}, {"role": "assistant", "content": "The missing line is:\n assert f1 in db.findings"}]
| false
| null | null | null |
1383ec6b114d686bf9cab5e588bcd0ec41143a37
|
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. See License.txt in the project root for license information. # -------------------------------------------------------------------------------------------- from azure.cli.core.decorators import Completer from azure.cli.core.commands.client_factory import get_subscription_id from ._client_factory import cf_policy_insights @Completer def get_policy_remediation_completion_list(cmd, prefix, namespace, **kwargs): # pylint: disable=unused-argument client = cf_policy_insights(cmd.cli_ctx) sub = get_subscription_id(cmd.cli_ctx) rg = getattr(namespace, 'resource_group_name', None) management_group = getattr(namespace, 'management_group_name', None) if rg: result = client.remediations.list_for_resource_group(subscription_id=sub, resource_group_name elif management_group: result = client.remediations.list_for_management_group(management_group_id=management_group) else: result = client.remediations.list_for_subscription(subscription_id=sub) return [i.name for i in result] @Completer def get_policy_metadata_completion_list(cmd, prefix, namespace, **kwargs): # pylint: disable=unused-argument client = cf_policy_insights(cmd.cli_ctx).policy_metadata from azure.mgmt.policyinsights.models import QueryOptions query_options = QueryOptions(top=2000) return [metadata.name for metadata in client.list(query_options) if metadata.name.startswith(prefix)]
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 19 - expected ')' • Block at line 18 has no indented body • IndentationError at line 19 Fixes: • Add closing ')' bracket • Fix indentation to match Python syntax rules
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 1,617
| 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. See License.txt in the project root for license information.\n# --------------------------------------------------------------------------------------------\n\nfrom azure.cli.core.decorators import Completer\nfrom azure.cli.core.commands.client_factory import get_subscription_id\n\nfrom ._client_factory import cf_policy_insights\n\n\n@Completer\ndef get_policy_remediation_completion_list(cmd, prefix, namespace, **kwargs): # pylint: disable=unused-argument\n client = cf_policy_insights(cmd.cli_ctx)\n sub = get_subscription_id(cmd.cli_ctx)\n rg = getattr(namespace, 'resource_group_name', None)\n management_group = getattr(namespace, 'management_group_name', None)\n if rg:\nresult = client.remediations.list_for_resource_group(subscription_id=sub, resource_group_name\n elif management_group:\n result = client.remediations.list_for_management_group(management_group_id=management_group)\n else:\n result = client.remediations.list_for_subscription(subscription_id=sub)\n\n return [i.name for i in result]\n\n\n@Completer\ndef get_policy_metadata_completion_list(cmd, prefix, namespace, **kwargs): # pylint: disable=unused-argument\n client = cf_policy_insights(cmd.cli_ctx).policy_metadata\n\n from azure.mgmt.policyinsights.models import QueryOptions\n query_options = QueryOptions(top=2000)\n\n return [metadata.name for metadata in client.list(query_options) if metadata.name.startswith(prefix)]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 19 - expected ')'\n \u2022 Block at line 18 has no indented body\n \u2022 IndentationError at line 19\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
1383ee1f9bdf4c8acf135f0e8788f23793efa056
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.10.4 on 2017-02-25 22:22 from __future__ import unicode_literals from django.db import migrations, models import django.db.models.deletion import django.utils.timezone import django_smalluuid.models ... [1 more classdefs truncated] ...
|
This code demonstrates Pythoncode:Python programming.
|
intermediate
|
ui
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 294
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.10.4 on 2017-02-25 22:22\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\nimport django.utils.timezone\nimport django_smalluuid.models\n\n\n\n ... [1 more classdefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
13842b8b9629fa8e84e1baad24f225b91291bacf
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from aiogram import Bot, types from aiogram.dispatcher import Dispatcher from aiogram.utils import executor TOKEN = "Token for you bot" bot = Bot(token=TOKEN) dp = Dispatcher(bot) @dp.message_handler(command=['start', 'help']) async def send_welcome(msg: types.Message): await msg.reply_to_message(f'Добро пожаловать,{msg.from_user.first_name}') @dp.message_handler(content_types=['text']) async def get_text_messages(msg: types.Message): if msg.text.lower() == 'привет': await msg.answer('Привет!') ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: else: await msg.answer('Я не понимаю') if __name__ == '__main__': executor.start_polling(dp)
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 532
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom aiogram import Bot, types\r\nfrom aiogram.dispatcher import Dispatcher\r\nfrom aiogram.utils import executor\r\nTOKEN = \"Token for you bot\"\r\nbot = Bot(token=TOKEN)\r\ndp = Dispatcher(bot)\r\n\r\n@dp.message_handler(command=['start', 'help'])\r\nasync def send_welcome(msg: types.Message):\r\n await msg.reply_to_message(f'\u0414\u043e\u0431\u0440\u043e \u043f\u043e\u0436\u0430\u043b\u043e\u0432\u0430\u0442\u044c,{msg.from_user.first_name}')\r\n\r\n@dp.message_handler(content_types=['text'])\r\nasync def get_text_messages(msg: types.Message):\r\n if msg.text.lower() == '\u043f\u0440\u0438\u0432\u0435\u0442':\r\n await msg.answer('\u041f\u0440\u0438\u0432\u0435\u0442!')\r\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 else:\r\n await msg.answer('\u042f \u043d\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u044e')\r\n\r\nif __name__ == '__main__':\r\n executor.start_polling(dp)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
13844a293f37e75b2bbbb1208093a4013b133018
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.core.exceptions import ImproperlyConfigured from importlib import import_module try: from django.utils.encoding import force_text except ImportError: from django.utils.encoding import force_unicode as force_text from django.utils.functional import Promise import json def import_class(path): path_bits = path.split('.') if len(path_bits) < 2: message = "'{0}' is not a complete Python path.".format(path) raise ImproperlyConfigured(message) class_name = path_bits.pop() module_path = '.'.join(path_bits) module_itself = import_module(module_path) if not hasattr(module_itself, class_name): message = "The Python module '{0}' has no '{1}' class.".format( module_path, class_name ) raise ImportError(message) return getattr(module_itself, class_name) def is_module_image_installed(): try: from PIL import Image from PIL import ImageFile except ImportError: try: import Image import ImageFile except ImportError: return False return True class LazyEncoder(json.JSONEncoder): def default(self, obj): if isinstance(obj, Promise): return force_text(obj) return super(LazyEncoder, self).default(obj) def json_dumps(data):
|
Error Analysis: Error Type: INCOMPLETE_LOGIC Error: Logic Error / Incomplete Statement Detected Errors: • Block at line 54 has no indented body • IndentationError at line 54 Fix: Add return statement to function
|
advanced
|
database
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 1,353
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.core.exceptions import ImproperlyConfigured\nfrom importlib import import_module\n\ntry:\n from django.utils.encoding import force_text\nexcept ImportError:\n from django.utils.encoding import force_unicode as force_text\nfrom django.utils.functional import Promise\n\nimport json\n\n\ndef import_class(path):\n path_bits = path.split('.')\n\n if len(path_bits) < 2:\n message = \"'{0}' is not a complete Python path.\".format(path)\n raise ImproperlyConfigured(message)\n\n class_name = path_bits.pop()\n module_path = '.'.join(path_bits)\n module_itself = import_module(module_path)\n\n if not hasattr(module_itself, class_name):\n message = \"The Python module '{0}' has no '{1}' class.\".format(\n module_path,\n class_name\n )\n raise ImportError(message)\n\n return getattr(module_itself, class_name)\n\n\ndef is_module_image_installed():\n try:\n from PIL import Image\n from PIL import ImageFile\n except ImportError:\n try:\n import Image\n import ImageFile\n except ImportError:\n return False\n return True\n\n\nclass LazyEncoder(json.JSONEncoder):\n def default(self, obj):\n if isinstance(obj, Promise):\n return force_text(obj)\n return super(LazyEncoder, self).default(obj)\n\n\ndef json_dumps(data):"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: INCOMPLETE_LOGIC\n Error: Logic Error / Incomplete Statement\n\n Detected Errors:\n \u2022 Block at line 54 has no indented body\n \u2022 IndentationError at line 54\n\n Fix: Add return statement to function"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
13847a22eab74e6541bf593e5d68249f802e533f
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # timedpid.py # Source: https://github.com/DrGFreeman/PyTools # # MIT License # # Copyright (c) 2017 Julien de la Bruere-Terreault <drgfreeman@tuta.io> # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in all # copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. # This module defines a simple Proportional - Integral - Derivative (PID) # controller with different time step calculation methods. This is a python # implementation of my Arduino TimedPID library which can be found at # https://github.com/DrGFreeman/TimedPID. Refer to this repository for detailed # documentation. import time # Complete this line class TimedPID: # Constructor def __init__(self, kp = 1., ki = 0., kd = 0.): self._kp = kp self._ki = ki self._kd = kd self._cmdMin = None self._cmdMax = None self._boundRange = False self._errorIntegral = 0. self._errorPrevious = 0. self._lastCmdTime = time.time() def getCmd(self, setPoint, procVar): """Gets the PID command without time step. setPoint is the desired process set point, procVar is the current value of the process variable to be controlled. No time step is used (assumed = 1).""" # Calculate error terms error = setPoint - procVar self._errorIntegral += error errorDerivative = error - self._errorPrevious # Set last error to current error self._errorPrevious = error # Calculate command cmd = self._kp * error + self._ki * self._errorIntegral + \ self._kd * errorDerivative # Return bound command return self._boundCmd(cmd) ... [6 more functiondefs truncated] ...
|
The missing line is:
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 2,647
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# timedpid.py\n# Source: https://github.com/DrGFreeman/PyTools\n#\n# MIT License\n#\n# Copyright (c) 2017 Julien de la Bruere-Terreault <drgfreeman@tuta.io>\n#\n# Permission is hereby granted, free of charge, to any person obtaining a copy\n# of this software and associated documentation files (the \"Software\"), to deal\n# in the Software without restriction, including without limitation the rights\n# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n# copies of the Software, and to permit persons to whom the Software is\n# furnished to do so, subject to the following conditions:\n#\n# The above copyright notice and this permission notice shall be included in all\n# copies or substantial portions of the Software.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n# SOFTWARE.\n\n# This module defines a simple Proportional - Integral - Derivative (PID)\n# controller with different time step calculation methods. This is a python\n# implementation of my Arduino TimedPID library which can be found at\n# https://github.com/DrGFreeman/TimedPID. Refer to this repository for detailed\n# documentation.\n\n\nimport time\n # Complete this line\nclass TimedPID:\n # Constructor\n def __init__(self, kp = 1., ki = 0., kd = 0.):\n self._kp = kp\n self._ki = ki\n self._kd = kd\n self._cmdMin = None\n self._cmdMax = None\n self._boundRange = False\n self._errorIntegral = 0.\n self._errorPrevious = 0.\n self._lastCmdTime = time.time()\n\n def getCmd(self, setPoint, procVar):\n \"\"\"Gets the PID command without time step.\n setPoint is the desired process set point,\n procVar is the current value of the process variable to be controlled.\n No time step is used (assumed = 1).\"\"\"\n\n # Calculate error terms\n error = setPoint - procVar\n self._errorIntegral += error\n errorDerivative = error - self._errorPrevious\n\n # Set last error to current error\n self._errorPrevious = error\n\n # Calculate command\n cmd = self._kp * error + self._ki * self._errorIntegral + \\\n self._kd * errorDerivative\n\n # Return bound command\n return self._boundCmd(cmd)\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
1385311ad77efabb909223d3edfa32108eab2458
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # # -*- coding: utf-8-*- # receives messages via zmq and executes some simple # operations. # # (c) ISC Clemenz & Weinbrecht GmbH 2018 # import json import requests import zmq import pmon class ZmqResponder(object): context = None socket = None def __init__(self): """ Constructor. """ self.cfg = pmon.CFG self.log = pmon.LOG def __enter__(self): self.bind() return self def __exit__(self, exc_type, exc_val, exc_tb): self.done() def bind(self): self.log.info("Binding ZMQ") port = self.cfg['pmon']['zmq.port'] bind_str = "tcp://*:{0}".format(port) self.context = zmq.Context(1) self.socket = self.context.socket(zmq.REP) self.socket.bind(bind_str) def done(self): self.log.info("Disconnecting ZMQ") if self.socket is not None: self.socket.close() if self.context is not None: self.context.term() def _read_message(self): self.log.debug("Wait for incoming message") msg = self.socket.recv() _msg = msg.decode('utf-8') return json.loads(_msg) @staticmethod def _make_slack_payload(message): slack_payload = dict() slack_pay ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: attachments = list() slack_payload['attachments'] = attachments attachment = dict() attachment["fallback"] = message['msg']
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 8
| 1
| 1,282
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#\n# -*- coding: utf-8-*-\n# receives messages via zmq and executes some simple\n# operations.\n#\n# (c) ISC Clemenz & Weinbrecht GmbH 2018\n#\n\nimport json\n\nimport requests\nimport zmq\n\nimport pmon\n\n\nclass ZmqResponder(object):\n context = None\n socket = None\n\n def __init__(self):\n \"\"\"\n Constructor.\n \"\"\"\n self.cfg = pmon.CFG\n self.log = pmon.LOG\n\n def __enter__(self):\n self.bind()\n return self\n\n def __exit__(self, exc_type, exc_val, exc_tb):\n self.done()\n\n def bind(self):\n self.log.info(\"Binding ZMQ\")\n port = self.cfg['pmon']['zmq.port']\n bind_str = \"tcp://*:{0}\".format(port)\n self.context = zmq.Context(1)\n self.socket = self.context.socket(zmq.REP)\n self.socket.bind(bind_str)\n\n def done(self):\n self.log.info(\"Disconnecting ZMQ\")\n if self.socket is not None:\n self.socket.close()\n if self.context is not None:\n self.context.term()\n\n def _read_message(self):\n self.log.debug(\"Wait for incoming message\")\n msg = self.socket.recv()\n _msg = msg.decode('utf-8')\n return json.loads(_msg)\n\n @staticmethod\n def _make_slack_payload(message):\n slack_payload = dict()\n slack_pay\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 attachments = list()\n slack_payload['attachments'] = attachments\n\n attachment = dict()\n attachment[\"fallback\"] = message['msg']"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13863d63148372da4df5a7856bdd98b8b8e90e54
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from padmini import operations as op def test_yatha(): before = ("tAs", "Tas", "Ta", "mip") after = ("tAm", "tam", "ta", "am") for i, b in enumerate(before): assert op.yatha(b, before, after) == after[i] """ def test_ti(): # Complete this line assert S.ti("AtAm", "e") == "Ate" def test_antya(): assert S.antya("ti", "u") == "tu" assert S.antya("te", "Am") == "tAm" """
|
The missing line is: assert S.ti("ta", "e") == "te"
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 423
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom padmini import operations as op\n\n\ndef test_yatha():\n before = (\"tAs\", \"Tas\", \"Ta\", \"mip\")\n after = (\"tAm\", \"tam\", \"ta\", \"am\")\n\n for i, b in enumerate(before):\n assert op.yatha(b, before, after) == after[i]\n\n\n\"\"\"\ndef test_ti():\n # Complete this line\n assert S.ti(\"AtAm\", \"e\") == \"Ate\"\n\n\ndef test_antya():\n assert S.antya(\"ti\", \"u\") == \"tu\"\n assert S.antya(\"te\", \"Am\") == \"tAm\"\n\"\"\""}, {"role": "assistant", "content": "The missing line is:\n assert S.ti(\"ta\", \"e\") == \"te\""}]
| false
| null | null | null |
138645ddd1d47197cec66a63b6f187e4f2176f57
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # coding: utf-8 #just prints the emails of members of a group to stdout, #both primary and secondary members # run as # $python extractemails_nogui.py "Tidal Disruption Events" from __future__ import print_function '__author__' == 'Federica Bianco, NYU - GitHub: fedhere' import sys import pandas as pd from argparse import ArgumentParser from config import tvsfile def parse_args(subglist): """ Use ArgParser to build up the arguments we will use in our script """ stored_args = {} # get the script name without the extension & use it to build up # the json filename parser = ArgumentParser(description='Selecting members by subgroup') parser.add_argument('subgroup', action='store', default=None, help='Choose the subgroup affiliation:' + ' -- '.join([s for s in subglist])) args = parser.parse_args() return args if __name__ == '__main__': if tvsfile is None: print ("Required Argument: Google Doc file identifier (if you do not have it email federica!)") sys.exit()
|
TVSMembers = pd.read_csv('https://docs.google.com/spreadsheets/d/' + tvsfile + '/export?gid=0&format=csv', index_col=0) subgroups = TVSMembers.primary.unique() conf = parse_args([x for x in subgroups if str(x) != 'nan']) primary = conf.subgroup secondary = conf.subgroup emails = TVSMembers[TVSMembers.primary == primary]['email'].values print ("These are the members with primary affiliation with " + primary) print ("") print (' '.join([em + ','for em in emails])) emails = TVSMembers[(TVSMembers.secondary == secondary) | (TVSMembers['secondary.1'] == secondary) | (TVSMembers['secondary.2'] == secondary)]['email'].values print ("\n") print ("These are the members with secondary affiliation with " + secondary) print ("") print (' '.join([em + ','for em in emails])) print ("") print ("If you also want their names and affiliations use: ") print ("$python extractemailsW.py " + conf.subgroup)
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 2,186
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# coding: utf-8\n#just prints the emails of members of a group to stdout,\n#both primary and secondary members\n# run as\n# $python extractemails_nogui.py \"Tidal Disruption Events\"\n\nfrom __future__ import print_function\n'__author__' == 'Federica Bianco, NYU - GitHub: fedhere'\nimport sys\nimport pandas as pd\nfrom argparse import ArgumentParser\nfrom config import tvsfile\n\n\ndef parse_args(subglist):\n \"\"\" Use ArgParser to build up the arguments we will use in our script\n \"\"\"\n stored_args = {}\n # get the script name without the extension & use it to build up\n # the json filename\n parser = ArgumentParser(description='Selecting members by subgroup')\n parser.add_argument('subgroup',\n action='store',\n default=None,\n help='Choose the subgroup affiliation:' +\n ' -- '.join([s for s in subglist]))\n\n args = parser.parse_args()\n\n return args\n\n\nif __name__ == '__main__':\n if tvsfile is None:\n print (\"Required Argument: Google Doc file identifier (if you do not have it email federica!)\")\n sys.exit()"}, {"role": "assistant", "content": "\n\n TVSMembers = pd.read_csv('https://docs.google.com/spreadsheets/d/' +\n tvsfile +\n '/export?gid=0&format=csv',\n index_col=0)\n subgroups = TVSMembers.primary.unique()\n conf = parse_args([x for x in subgroups if str(x) != 'nan'])\n primary = conf.subgroup\n secondary = conf.subgroup\n\n emails = TVSMembers[TVSMembers.primary == primary]['email'].values\n print (\"These are the members with primary affiliation with \" + primary)\n print (\"\")\n print (' '.join([em + ','for em in emails]))\n\n emails = TVSMembers[(TVSMembers.secondary == secondary) | (TVSMembers['secondary.1'] == secondary) | (TVSMembers['secondary.2'] == secondary)]['email'].values\n print (\"\\n\")\n print (\"These are the members with secondary affiliation with \" + secondary)\n print (\"\")\n print (' '.join([em + ','for em in emails]))\n\n print (\"\")\n print (\"If you also want their names and affiliations use: \")\n print (\"$python extractemailsW.py \" + conf.subgroup)"}]
| false
| null | null | null |
1388c9a700adcd34c480eb91c770af0acaf65dde
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from discord.ext import commands, menus import utils import random , discord, os, importlib, mystbin, typing, aioimgur, functools, tweepy import traceback, textwrap from discord.ext.menus.views import ViewMenuPages class Owner(commands.Cog): ... [6 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
ui
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 290
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom discord.ext import commands, menus\nimport utils\nimport random , discord, os, importlib, mystbin, typing, aioimgur, functools, tweepy\nimport traceback, textwrap\nfrom discord.ext.menus.views import ViewMenuPages\n\nclass Owner(commands.Cog):\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 |
1388cb066414d3af45386f8ba3a988639cd4786c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # This file is part of the UFO. # # This file contains definitions for functions that # are extensions of the cmath library, and correspond # either to functions that are in cmath, but inconvenient # to access from there (e.g. z.conjugate()), # or functions that are simply not defined. # # from __future__ import absolute_import __date__ = "22 July 2010" __author__ = "claude.duhr@durham.ac.uk" import cmath from .object_library import all_functions, Function # # shortcuts for functions from cmath # complexconjugate = Function(name = 'complexconjugate', arguments = ('z',), expression = 'z.conjugate()') re = Function(name = 're', arguments = ('z',), expression = 'z.real') im = Function(name = 'im',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 31 - expected ')' • SyntaxError: '(' was never closed at line 31 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 794
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# This file is part of the UFO.\n#\n# This file contains definitions for functions that\n# are extensions of the cmath library, and correspond\n# either to functions that are in cmath, but inconvenient\n# to access from there (e.g. z.conjugate()),\n# or functions that are simply not defined.\n#\n#\n\nfrom __future__ import absolute_import\n__date__ = \"22 July 2010\"\n__author__ = \"claude.duhr@durham.ac.uk\"\n\nimport cmath\nfrom .object_library import all_functions, Function\n\n#\n# shortcuts for functions from cmath\n#\n\ncomplexconjugate = Function(name = 'complexconjugate',\n arguments = ('z',),\n expression = 'z.conjugate()')\n\n\nre = Function(name = 're',\n arguments = ('z',),\n expression = 'z.real')\n\nim = Function(name = 'im',"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 31 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 31\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
138922f3a893ab484911754fbdc916b94b521606
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/python # # Copyright 2019 Polyaxon, Inc. # # 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. # coding: utf-8 from __future__ import absolute_import, division, print_function from distutils.version import LooseVersion # pylint:disable=import-error from polyaxon.managers.base import BaseConfigManager from polyaxon.schemas.cli.cli_configuration import CliConfigurationConfig class CliConfigManager(BaseConfigManager): """Manages access cli configuration .polyaxoncli file.""" IS_GLOBAL = True CONFIG_FILE_NAME = ".polyaxoncli" CONFIG = CliConfigurationConfig FREQUENCY = 3 @classmethod def _get_count(cls): config = cls.get_config_or_default() return config.check_count + 1 @classmethod def reset( cls, check_count=None, current_version=None, server_versions=None, log_handler=None, ): if not any([check_count, current_version, server_versions, log_handler]): return cli_config = cls.get_config_or_default() if check_count is not None: cli_config.check_count = check_count if current_version is not None: cli_config.current_version = current_version if server_versions is not None: cli_config.server_versions = server_versions if log_handler is not None: cli_config.log_handler = log_handler CliConfigManager.set_config(config=cli_config) return cli_config @classmethod def should_check(cls): count = cls._get_count() cls.reset(check_count=count) if count > cls.FREQUENCY: return True ... code continues ...
|
Completion: Missing: Function 'should_check' is incomplete - body truncated To complete: • Complete the function 'should_check' body and add missing return Example continuation: config = cls.get_config_or_default() if config.current_version is None or config.min_version is None: return True return LooseVersion(config.current_version) < LooseVersion(config.min_version)
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 2,164
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/python\n#\n# Copyright 2019 Polyaxon, Inc.\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# coding: utf-8\nfrom __future__ import absolute_import, division, print_function\n\nfrom distutils.version import LooseVersion # pylint:disable=import-error\n\nfrom polyaxon.managers.base import BaseConfigManager\nfrom polyaxon.schemas.cli.cli_configuration import CliConfigurationConfig\n\n\nclass CliConfigManager(BaseConfigManager):\n \"\"\"Manages access cli configuration .polyaxoncli file.\"\"\"\n\n IS_GLOBAL = True\n CONFIG_FILE_NAME = \".polyaxoncli\"\n CONFIG = CliConfigurationConfig\n FREQUENCY = 3\n\n @classmethod\n def _get_count(cls):\n config = cls.get_config_or_default()\n return config.check_count + 1\n\n @classmethod\n def reset(\n cls,\n check_count=None,\n current_version=None,\n server_versions=None,\n log_handler=None,\n ):\n if not any([check_count, current_version, server_versions, log_handler]):\n return\n cli_config = cls.get_config_or_default()\n if check_count is not None:\n cli_config.check_count = check_count\n if current_version is not None:\n cli_config.current_version = current_version\n if server_versions is not None:\n cli_config.server_versions = server_versions\n if log_handler is not None:\n cli_config.log_handler = log_handler\n\n CliConfigManager.set_config(config=cli_config)\n return cli_config\n\n @classmethod\n def should_check(cls):\n count = cls._get_count()\n cls.reset(check_count=count)\n if count > cls.FREQUENCY:\n return True\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'should_check' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'should_check' body and add missing return\n\n Example continuation:\n\n config = cls.get_config_or_default()\n if config.current_version is None or config.min_version is None:\n return True\n return LooseVersion(config.current_version) < LooseVersion(config.min_version)"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
1389758aa9eb7eb25584e0a02ef64f27158cea18
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import pytest from duckql.properties import Null @pytest.fixture(scope="module") def valid_instance() -> Null: return Null() def test_string(valid_instance: Null): assert str(valid_instance) == 'NULL'
|
def test_obj(valid_instance: Null): assert valid_instance.obj == 'properties.Null' def test_json_parse(valid_instance: Null): assert valid_instance.json() == '{"obj": "properties.Null"}'
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 413
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport pytest\n\nfrom duckql.properties import Null\n\n\n@pytest.fixture(scope=\"module\")\ndef valid_instance() -> Null:\n return Null()\n\n\ndef test_string(valid_instance: Null):\n assert str(valid_instance) == 'NULL'"}, {"role": "assistant", "content": "\n\n\ndef test_obj(valid_instance: Null):\n assert valid_instance.obj == 'properties.Null'\n\n\ndef test_json_parse(valid_instance: Null):\n assert valid_instance.json() == '{\"obj\": \"properties.Null\"}'"}]
| false
| null | null | null |
13897ff894a1bd33edc2b806b99ab65957690746
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- Mode: Python -*- # GObject-Introspection - a framework for introspecting GObject libraries # Copyright (C) 2010 Red Hat, Inc. # # This library is free software; you can redistribute it and/or # modify it under the terms of the GNU Lesser General Public # License as published by the Free Software Foundation; either # version 2 of the License, or (at your option) any later version. # # This library is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU # Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public # License along with this library; if not, write to the # Free Software Foundation, Inc., 59 Temple Place - Suite 330, # Boston, MA 02111-1307, USA. # import os from contextlib import contextmanager from . import ast class CCodeGenerator(object): def __init__(self, namespace, out_h_filename, out_c_filename, function_decoration=[], include_first_header=[], include_last_header=[], include_first_src=[], include_last_src=[]): self.out_h_filename = out_h_filename self.out_c_filename = out_c_filename self.function_decoration = function_decoration self.include_first_header = include_first_header self.include_last_header = include_last_header self.include_first_src = include_first_src self.include_last_src = include_last_src self._function_bodies = {} self.namespace = namespace def gen_symbol(self, name): name = name.replace(' ', '_') return '%s_%s' % (self.namespace.symbol_prefixes[0], name) def _typecontainer_to_ctype(self, param): if (isinstance(param, ast.Parameter) and param.direction in (ast.PARAM_DIRECTION_OUT, ast.PARAM_DIRECTION_INOUT)): suffix = '*' else: suffix = '' if (param.type.is_equiv((ast.TYPE_STRING, ast.TYPE_FILENAME)) and param.transfer == ast.PARAM_TRANSFER_NONE): return "const gchar*" + suffix return param.type.ctype + suffix def _write_prelude(self, out, func): if self.function_decoration: out.write(""" %s""" % " ".join(self.function_decoration)) out.write(""" %s %s (""" % (self._typecontainer_to_ctype(func.retval), func.symbol)) l = len(func.parameters) if func.parameters: for i, param in enumerate(func.parameters): ctype = self._typecontainer_to_ctype(param) out.write('%s %s' % (ctype, param.argname)) if i < l - 1: out.write(", ") else: out.write('void') out.write(")") ... [8 more functiondefs truncated] ...
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Functions: __init__, gen_symbol, _typecontainer_to_ctype, _write_prelude Classes: CCodeGenerator This code demonstrates Pythoncode:Python programming.
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advanced
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ui
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code_explanation
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Pythoncode:Python
| 4
| 1
| 2,942
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- Mode: Python -*-\n# GObject-Introspection - a framework for introspecting GObject libraries\n# Copyright (C) 2010 Red Hat, Inc.\n#\n# This library is free software; you can redistribute it and/or\n# modify it under the terms of the GNU Lesser General Public\n# License as published by the Free Software Foundation; either\n# version 2 of the License, or (at your option) any later version.\n#\n# This library is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU\n# Lesser General Public License for more details.\n#\n# You should have received a copy of the GNU Lesser General Public\n# License along with this library; if not, write to the\n# Free Software Foundation, Inc., 59 Temple Place - Suite 330,\n# Boston, MA 02111-1307, USA.\n#\n\nimport os\nfrom contextlib import contextmanager\n\nfrom . import ast\n\n\nclass CCodeGenerator(object):\n def __init__(self, namespace,\n out_h_filename,\n out_c_filename,\n function_decoration=[],\n include_first_header=[],\n include_last_header=[],\n include_first_src=[],\n include_last_src=[]):\n self.out_h_filename = out_h_filename\n self.out_c_filename = out_c_filename\n self.function_decoration = function_decoration\n self.include_first_header = include_first_header\n self.include_last_header = include_last_header\n self.include_first_src = include_first_src\n self.include_last_src = include_last_src\n self._function_bodies = {}\n self.namespace = namespace\n\n def gen_symbol(self, name):\n name = name.replace(' ', '_')\n return '%s_%s' % (self.namespace.symbol_prefixes[0], name)\n\n def _typecontainer_to_ctype(self, param):\n if (isinstance(param, ast.Parameter)\n and param.direction in (ast.PARAM_DIRECTION_OUT, ast.PARAM_DIRECTION_INOUT)):\n suffix = '*'\n else:\n suffix = ''\n\n if (param.type.is_equiv((ast.TYPE_STRING, ast.TYPE_FILENAME))\n and param.transfer == ast.PARAM_TRANSFER_NONE):\n return \"const gchar*\" + suffix\n\n return param.type.ctype + suffix\n\n def _write_prelude(self, out, func):\n if self.function_decoration:\n out.write(\"\"\"\n%s\"\"\" % \" \".join(self.function_decoration))\n\n out.write(\"\"\"\n%s\n%s (\"\"\" % (self._typecontainer_to_ctype(func.retval), func.symbol))\n l = len(func.parameters)\n if func.parameters:\n for i, param in enumerate(func.parameters):\n ctype = self._typecontainer_to_ctype(param)\n out.write('%s %s' % (ctype, param.argname))\n if i < l - 1:\n out.write(\", \")\n else:\n out.write('void')\n out.write(\")\")\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, gen_symbol, _typecontainer_to_ctype, _write_prelude\n Classes: CCodeGenerator\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
138acf726b02bf36085bf40542bda0ebebd538c5
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. import os import sys import shutil import tempfile import subprocess import typing as tp from pathlib import Path from nevergrad.common import tools as ngtools class Descriptors: """Provides access to a set of descriptors for the parametrization This can be used within optimizers. """ # TODO add repr # pylint: disable=too-many-arguments def __init__( self, deterministic: bool = True, deterministic_function: bool = True, monoobjective: bool = True, not_manyobjective: bool = True, continuous: bool = True, metrizable: bool = True, ordered: bool = True, ) -> None: self.deterministic = deterministic self.deterministic_function = deterministic_function self.continuous = continuous self.metrizable = metrizable self.ordered = ordered self.monoobjective = monoobjective self.not_manyobjective = not_manyobjective def __and__(self, other: "Descriptors") -> "Descriptors": values = {field: getattr(self, field) & getattr(other, field) for field in self.__dict__} return Descriptors(**values) def __repr__(self) -> str: diff = ",".join(f"{x}={y}" for x, y in sorted(ngtools.different_from_defaults(instance=self, check_mismatches=True).items())) return f"{self.__class__.__name__}({diff})" class NotSupportedError(RuntimeError): """This type of operation is not supported by the parameter. """ class TemporaryDirectoryCopy(tempfile.TemporaryDirectory): # type: ignore """Creates a full copy of a directory inside a temporary directory This class can be used as TemporaryDirectory but: - the created copy path is available through the copyname attribute - the contextmanager returns the clean copy path - the directory where the temporary directory will be created can be controlled through the CLEAN_COPY_DIRECTORY environment variable """ key = "CLEAN_COPY_DIRECTORY" @classmethod def set_clean_copy_environment_variable(cls, directory: tp.Union[Path, str]) -> None: """Sets the CLEAN_COPY_DIRECTORY environment variable in order for subsequent calls to use this directory as base for the copies. """ assert Path(directory).exists(), "Directory does not exist" os.environ[cls.key] = str(directory) # pylint: disable=redefined-builtin ... [6 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 17 Invalid syntax at line 77: ... [6 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 18 Unexpected indentation at line 19 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 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 42 Unexpected indentation at line 46 Unexpected indentation at line 51 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 67 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 ✨ Improvements: Complete the expression on the last line Add closing quote at line 17 Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 4
| 3
| 2,685
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.\n#\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\n\nimport os\nimport sys\nimport shutil\nimport tempfile\nimport subprocess\nimport typing as tp\nfrom pathlib import Path\nfrom nevergrad.common import tools as ngtools\n\n\nclass Descriptors:\n \"\"\"Provides access to a set of descriptors for the parametrization\n This can be used within optimizers.\n \"\"\" # TODO add repr\n\n # pylint: disable=too-many-arguments\n def __init__(\n self,\n deterministic: bool = True,\n deterministic_function: bool = True,\n monoobjective: bool = True,\n not_manyobjective: bool = True,\n continuous: bool = True,\n metrizable: bool = True,\n ordered: bool = True,\n ) -> None:\n self.deterministic = deterministic\n self.deterministic_function = deterministic_function\n self.continuous = continuous\n self.metrizable = metrizable\n self.ordered = ordered\n self.monoobjective = monoobjective\n self.not_manyobjective = not_manyobjective\n\n def __and__(self, other: \"Descriptors\") -> \"Descriptors\":\n values = {field: getattr(self, field) & getattr(other, field) for field in self.__dict__}\n return Descriptors(**values)\n\n def __repr__(self) -> str:\n diff = \",\".join(f\"{x}={y}\" for x, y in sorted(ngtools.different_from_defaults(instance=self, check_mismatches=True).items()))\n return f\"{self.__class__.__name__}({diff})\"\n\n\nclass NotSupportedError(RuntimeError):\n \"\"\"This type of operation is not supported by the parameter.\n \"\"\"\n\n\nclass TemporaryDirectoryCopy(tempfile.TemporaryDirectory): # type: ignore\n \"\"\"Creates a full copy of a directory inside a temporary directory\n This class can be used as TemporaryDirectory but:\n - the created copy path is available through the copyname attribute\n - the contextmanager returns the clean copy path\n - the directory where the temporary directory will be created\n can be controlled through the CLEAN_COPY_DIRECTORY environment\n variable\n \"\"\"\n\n key = \"CLEAN_COPY_DIRECTORY\"\n\n @classmethod\n def set_clean_copy_environment_variable(cls, directory: tp.Union[Path, str]) -> None:\n \"\"\"Sets the CLEAN_COPY_DIRECTORY environment variable in\n order for subsequent calls to use this directory as base for the\n copies.\n \"\"\"\n assert Path(directory).exists(), \"Directory does not exist\"\n os.environ[cls.key] = str(directory)\n\n # pylint: disable=redefined-builtin\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 17\n Invalid syntax at line 77: ... [6 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 22\n Unexpected indentation at line 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 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 42\n Unexpected indentation at line 46\n Unexpected indentation at line 51\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 67\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 17\n Review syntax near the error location"}]
| false
| null | null | null |
138ad53bc75698fb0a04af0266ae508da388a981
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: import paramiko ssh = paramiko.SSHClient() ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy()) ssh.connect(hostname='54.165.97.91',username='ec2-user',password='paramiko123',port=22) sftp_client=ssh.open_sftp() #sftp_client.get('/home/ec2-user/paramiko_download.txt','paramiko_downloaded_file.txt') #sftp_client.chdir("/home/ec2-user") #print(sftp_client.getcwd()) #sftp_client.get('demo.txt','C:\\Users\\Automation\\Desktop\\download_file.txt') sftp_client.put("transfer_files.py",'/home/ec2-user/transfer_files.py') sftp_client.close() ssh.close()
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This code demonstrates Pythoncode:Python programming.
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intermediate
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general
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code_explanation
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Pythoncode:Python
| 0
| 0
| 568
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport paramiko\r\nssh = paramiko.SSHClient()\r\nssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())\r\nssh.connect(hostname='54.165.97.91',username='ec2-user',password='paramiko123',port=22)\r\nsftp_client=ssh.open_sftp()\r\n\r\n#sftp_client.get('/home/ec2-user/paramiko_download.txt','paramiko_downloaded_file.txt')\r\n#sftp_client.chdir(\"/home/ec2-user\")\r\n#print(sftp_client.getcwd())\r\n#sftp_client.get('demo.txt','C:\\\\Users\\\\Automation\\\\Desktop\\\\download_file.txt')\r\nsftp_client.put(\"transfer_files.py\",'/home/ec2-user/transfer_files.py')\r\nsftp_client.close()\r\nssh.close()"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
138b01aa9774bbead45a8dac1264c5149cf9f912
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: # coding=utf-8 """ Internal tools for NimLime development & testing. """ from pprint import pprint import sublime try: from cProfile import Profile except ImportError: from profile import Profile from functools import wraps from pstats import Stats try: from StringIO import StringIO except ImportError: from io import StringIO debug_on = False if debug_on: sublime.message_dialog("NimLime running in debug mode.") # Debug printer def print_debug(*args, **kwargs): """ Print when debugging. :type args: Any :type kwargs: Any """ if debug_on: pprint(*args, **kwargs) # Profiling functions profiler = Profile() profiler_running = False def profile_func(func): """ Decorator which profiles a single function. Call print_profile_data to print the collected data. :type func: Callable :rtype: Callable """ @wraps(func) def _profile_wrapper(*args, **kwargs): global profiler_running if not profiler_running: profiler_running = True try: profiler.enable() return func(*args, **kwargs) finally: profiler.disable() profiler_running = False return _profile_wrapper def print_profile_data(): """ Print the collected profile data. """ stream = StringIO() statistics = Stats(profiler, stream=stream) statistics.sort_stats('cumulative') statistics.print_stats() print(stream.getvalue())
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Code Review: ❌ Critical issues: Unterminated string literal at line 2 ⚠️ Code quality: 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 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 50 Unexpected indentation at line 52 Unexpected indentation at line 54 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 59 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 ✨ Improvements: Add closing quote at line 2 Remove debug print() at line 72 before production
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intermediate
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testing
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code_review
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Pythoncode:Python
| 4
| 0
| 1,522
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# coding=utf-8\n\"\"\"\nInternal tools for NimLime development & testing.\n\"\"\"\nfrom pprint import pprint\n\nimport sublime\n\ntry:\n from cProfile import Profile\nexcept ImportError:\n from profile import Profile\nfrom functools import wraps\nfrom pstats import Stats\n\ntry:\n from StringIO import StringIO\nexcept ImportError:\n from io import StringIO\n\ndebug_on = False\nif debug_on:\n sublime.message_dialog(\"NimLime running in debug mode.\")\n\n\n# Debug printer\ndef print_debug(*args, **kwargs):\n \"\"\"\n Print when debugging.\n :type args: Any\n :type kwargs: Any\n \"\"\"\n if debug_on:\n pprint(*args, **kwargs)\n\n# Profiling functions\nprofiler = Profile()\nprofiler_running = False\n\n\ndef profile_func(func):\n \"\"\"\n Decorator which profiles a single function.\n Call print_profile_data to print the collected data.\n :type func: Callable\n :rtype: Callable\n \"\"\"\n\n @wraps(func)\n def _profile_wrapper(*args, **kwargs):\n global profiler_running\n if not profiler_running:\n profiler_running = True\n try:\n profiler.enable()\n return func(*args, **kwargs)\n finally:\n profiler.disable()\n profiler_running = False\n\n return _profile_wrapper\n\n\ndef print_profile_data():\n \"\"\"\n Print the collected profile data.\n \"\"\"\n stream = StringIO()\n statistics = Stats(profiler, stream=stream)\n statistics.sort_stats('cumulative')\n statistics.print_stats()\n print(stream.getvalue())"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 2\n\n\u26a0\ufe0f Code quality:\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 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 50\n Unexpected indentation at line 52\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 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n\n\u2728 Improvements:\n Add closing quote at line 2\n Remove debug print() at line 72 before production"}]
| false
| null | null | null |
138ba740eae4da2fa0a99d533446f723a2531106
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: import orjson from asynctest import TestCase, Mock, patch from freezegun import freeze_time from driftage.monitor import Monitor class TestMonitor(TestCase): def setUp(self): self.monitor = Monitor( "user_test@local", "pass_test", "identif" ) def tearDown(self): self.monitor.container.stop() def test_should_set_identifier_or_agent_name(self): self.assertEqual( self.monitor._identifier, "identif" ) monitor = Monitor( "user_test2@local", "pass_test" ) self.assertEqual( monitor._identifier, "user_test2" ) monitor.container.stop() @patch("driftage.monitor.WaitMonitorSubscriptions") async def test_should_add_subscription_behaviour(self, behaviour_mock): self.monitor.add_behaviour = Mock() await self.monitor.setup() self.monitor.add_behaviour.assert_called_once_with( behaviour_mock() ) @freeze_time("1989-08-12") @patch("driftage.monitor.FastNotifyContacts") @patch("driftage.monitor.Template") def test_should_notify_contacts_on_new_data( self, template_mock, behaviour_mock): self.monitor.add_behaviour = Mock() self.monitor.collect({"my data": 1}) self.monitor.add_behaviour.assert_called_once_with( behaviour_mock(), # Complete this line ) template_mock.assert_called_once_with( body=str(orjson.dumps({ "data": {"my data": 1}, "metadata": { "timestamp": 618883200.0, "identifier": "identif" } }), "utf-8") ) @freeze_time("1989-08-12") @patch("driftage.monitor.FastNotifyContacts") @patch("driftage.monitor.Template") def test_should_notify_contacts_on_new_data_with_call( self, template_mock, behaviour_mock): self.monitor.add_behaviour = Mock() self.monitor({"my data": 1}) self.monitor.add_behaviour.assert_called_once_with( behaviour_mock(), template=template_mock.return_value ) template_mock.assert_called_once_with( body=str(orjson.dumps({ "data": {"my data": 1}, "metadata": { "timestamp": 618883200.0, "identifier": "identif" } }), "utf-8") )
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The missing line is: template=template_mock.return_value
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 5
| 1
| 2,524
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport orjson\nfrom asynctest import TestCase, Mock, patch\nfrom freezegun import freeze_time\nfrom driftage.monitor import Monitor\n\n\nclass TestMonitor(TestCase):\n\n def setUp(self):\n\n self.monitor = Monitor(\n \"user_test@local\", \"pass_test\", \"identif\"\n )\n\n def tearDown(self):\n self.monitor.container.stop()\n\n def test_should_set_identifier_or_agent_name(self):\n self.assertEqual(\n self.monitor._identifier,\n \"identif\"\n )\n monitor = Monitor(\n \"user_test2@local\", \"pass_test\"\n )\n self.assertEqual(\n monitor._identifier,\n \"user_test2\"\n )\n monitor.container.stop()\n\n @patch(\"driftage.monitor.WaitMonitorSubscriptions\")\n async def test_should_add_subscription_behaviour(self, behaviour_mock):\n self.monitor.add_behaviour = Mock()\n await self.monitor.setup()\n self.monitor.add_behaviour.assert_called_once_with(\n behaviour_mock()\n )\n\n @freeze_time(\"1989-08-12\")\n @patch(\"driftage.monitor.FastNotifyContacts\")\n @patch(\"driftage.monitor.Template\")\n def test_should_notify_contacts_on_new_data(\n self, template_mock, behaviour_mock):\n self.monitor.add_behaviour = Mock()\n self.monitor.collect({\"my data\": 1})\n self.monitor.add_behaviour.assert_called_once_with(\n behaviour_mock(),\n # Complete this line\n )\n template_mock.assert_called_once_with(\n body=str(orjson.dumps({\n \"data\": {\"my data\": 1},\n \"metadata\": {\n \"timestamp\": 618883200.0,\n \"identifier\": \"identif\"\n }\n }), \"utf-8\")\n )\n\n @freeze_time(\"1989-08-12\")\n @patch(\"driftage.monitor.FastNotifyContacts\")\n @patch(\"driftage.monitor.Template\")\n def test_should_notify_contacts_on_new_data_with_call(\n self, template_mock, behaviour_mock):\n self.monitor.add_behaviour = Mock()\n self.monitor({\"my data\": 1})\n self.monitor.add_behaviour.assert_called_once_with(\n behaviour_mock(),\n template=template_mock.return_value\n )\n template_mock.assert_called_once_with(\n body=str(orjson.dumps({\n \"data\": {\"my data\": 1},\n \"metadata\": {\n \"timestamp\": 618883200.0,\n \"identifier\": \"identif\"\n }\n }), \"utf-8\")\n )"}, {"role": "assistant", "content": "The missing line is:\n template=template_mock.return_value"}]
| false
| null | null | null |
138c6bcf0225f274dd1eb1c256462cdafdb949eb
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: import fastarg import commands.todo as todo import commands.user as user app = fastarg.Fastarg(description="productivity app", prog="todo") @app.command() def hello_world(name: str): """hello world""" print("hello " + name) app.add_fastarg(todo.app, name="todo") app.add_fastarg(user.app, name="user") if __name__ == "__main__": app.run()
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Syntax Analysis: Syntax Errors Found: • Block at line 8 has no indented body • IndentationError at line 9 Fixes: • Fix indentation to match Python syntax rules
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intermediate
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machine_learning
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syntax_repair
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Pythoncode:Python
| 1
| 0
| 350
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport fastarg\nimport commands.todo as todo\nimport commands.user as user\n\napp = fastarg.Fastarg(description=\"productivity app\", prog=\"todo\")\n\n@app.command()\ndef hello_world(name: str):\n\"\"\"hello world\"\"\"\n print(\"hello \" + name)\n\napp.add_fastarg(todo.app, name=\"todo\")\napp.add_fastarg(user.app, name=\"user\")\n\nif __name__ == \"__main__\":\n app.run()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 8 has no indented body\n \u2022 IndentationError at line 9\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
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syntax
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BROKEN_INDENTATION
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MEDIUM
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138d56c884e89de3d6a25a794b256d4f746b9c4d
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: import asyncio import uuid import pytest from aiomisc_p ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: import aiormq
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beginner
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testing
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 56
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport asyncio\nimport uuid\n\nimport pytest\nfrom aiomisc_p\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\nimport aiormq"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
138da1de200b7ec195fd8cfe7cb64a50fd1f3486
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: ''' Problem description: Given a string, determine whether or not the parentheses are balanced ''' def balanced_parens(str): ''' runtime: O(n space : O(1) ''' if str is None: return True open_count = 0 for char in str: if char == '(': open_count += 1 elif char == ')': open_count -= 1 if open_count < 0: return False return open_count == 0
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 1 • Unclosed '(' at line 9 - expected ')' • Block at line 2 has no indented body Fixes: • Add closing quote at line 1 • Add closing ')' bracket
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 454
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n'''\nProblem description:\nGiven a string, determine whether or not the parentheses are balanced\n'''\n\n\ndef balanced_parens(str):\n '''\n runtime: O(n\n space : O(1)\n '''\n if str is None:\n return True\n\n open_count = 0\n\n for char in str:\n if char == '(':\n open_count += 1\n elif char == ')':\n open_count -= 1\n if open_count < 0:\n return False\n\n return open_count == 0"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 1\n \u2022 Unclosed '(' at line 9 - expected ')'\n \u2022 Block at line 2 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 1\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
138e485745a6d26b22140e7cd765e64928978552
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class CCleanerConfigurationEventData(events.EventData): """CCleaner configuration event data. Attributes: configuration (str): CCleaner configuration. key_path (str): Windows Registry key path. """ DATA_TYPE = 'ccleaner:configuration' def __init__(self): """Initializes event data.""" super(CCleanerConfigurationEventData, self).__init__( data_type=self.DATA_TYPE) self.configuration = None self.key_path = None class CCleanerUpdateEventData(events.EventData): """CCleaner update event data. Attributes: key_path (str): Windows Registry key path. """ DATA_TYPE = 'ccleaner:update' def __init__(self): """Initializes event data.""" super(CCleanerUpdateEventData, self).__init__(data_type=self.DATA_TYPE) self.key_path = None class CCleanerPlugin(interface.WindowsRegistryPlugin): """Gathers the CCleaner Keys for NTUSER hive. Known Windows Registry values within the CCleaner key: * (App)Cookies [REG_SZ], contains "True" if the cookies should be cleaned; * (App)Delete Index.dat files [REG_SZ] * (App)History [REG_SZ] * (App)Last Download Location [REG_SZ] * (App)Other Explorer MRUs [REG_SZ] * (App)Recent Documents [REG_SZ] * (App)Recently Typed URLs [REG_SZ] * (App)Run (in Start Menu) [REG_SZ] * (App)Temporary Internet Files [REG_SZ] * (App)Thumbnail Cache [REG_SZ] * CookiesToSave [REG_SZ] * UpdateKey [REG_SZ], contains a date and time formatted as: "MM/DD/YYYY hh:mm:ss [A|PM", for example "07/13/2013 10:03:14 AM"; * WINDOW_HEIGHT [REG_SZ], contains the windows height in number of pixels; * WINDOW_LEFT [REG_SZ] * WINDOW_MAX [REG_SZ] * WINDOW_TOP [REG_SZ] * WINDOW_WIDTH [REG_SZ], contains the windows width in number of pixels; Also see: http://cheeky4n6monkey.blogspot.com/2012/02/writing-ccleaner-regripper-plugin-part_05.html """ NAME = 'ccleaner' DATA_FORMAT = 'CCleaner Registry data' FILTERS = frozenset([ interface.WindowsRegistryKeyPathFilter( 'HKEY_CURRENT_USER\\Software\\Piriform\\CCleaner')]) # Date and time string formatted as: "MM/DD/YYYY hh:mm:ss [A|P]M" # for example "07/13/2013 10:03:14 AM" # TODO: determine if this is true for other locales. _UPDATE_DATE_TIME_RE = re.compile( r'([0-9][0-9])/([0-9][0-9])/([0-9][0-9][0-9][0-9]) ' r'([0-9][0-9]):([0-9][0-9]):([0-9][0-9]) ([A|P]M)') ... [2 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • Unclosed '[' at line 51 - expected ']' Fix: Add missing ']' bracket at line 51
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advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 3
| 2,461
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass CCleanerConfigurationEventData(events.EventData):\n \"\"\"CCleaner configuration event data.\n\n Attributes:\n configuration (str): CCleaner configuration.\n key_path (str): Windows Registry key path.\n \"\"\"\n\n DATA_TYPE = 'ccleaner:configuration'\n\n def __init__(self):\n \"\"\"Initializes event data.\"\"\"\n super(CCleanerConfigurationEventData, self).__init__(\n data_type=self.DATA_TYPE)\n self.configuration = None\n self.key_path = None\n\n\nclass CCleanerUpdateEventData(events.EventData):\n \"\"\"CCleaner update event data.\n\n Attributes:\n key_path (str): Windows Registry key path.\n \"\"\"\n\n DATA_TYPE = 'ccleaner:update'\n\n def __init__(self):\n \"\"\"Initializes event data.\"\"\"\n super(CCleanerUpdateEventData, self).__init__(data_type=self.DATA_TYPE)\n self.key_path = None\n\n\nclass CCleanerPlugin(interface.WindowsRegistryPlugin):\n \"\"\"Gathers the CCleaner Keys for NTUSER hive.\n\n Known Windows Registry values within the CCleaner key:\n * (App)Cookies [REG_SZ], contains \"True\" if the cookies should be cleaned;\n * (App)Delete Index.dat files [REG_SZ]\n * (App)History [REG_SZ]\n * (App)Last Download Location [REG_SZ]\n * (App)Other Explorer MRUs [REG_SZ]\n * (App)Recent Documents [REG_SZ]\n * (App)Recently Typed URLs [REG_SZ]\n * (App)Run (in Start Menu) [REG_SZ]\n * (App)Temporary Internet Files [REG_SZ]\n * (App)Thumbnail Cache [REG_SZ]\n * CookiesToSave [REG_SZ]\n * UpdateKey [REG_SZ], contains a date and time formatted as:\n \"MM/DD/YYYY hh:mm:ss [A|PM\", for example \"07/13/2013 10:03:14 AM\";\n * WINDOW_HEIGHT [REG_SZ], contains the windows height in number of pixels;\n * WINDOW_LEFT [REG_SZ]\n * WINDOW_MAX [REG_SZ]\n * WINDOW_TOP [REG_SZ]\n * WINDOW_WIDTH [REG_SZ], contains the windows width in number of pixels;\n\n Also see:\n http://cheeky4n6monkey.blogspot.com/2012/02/writing-ccleaner-regripper-plugin-part_05.html\n \"\"\"\n\n NAME = 'ccleaner'\n DATA_FORMAT = 'CCleaner Registry data'\n\n FILTERS = frozenset([\n interface.WindowsRegistryKeyPathFilter(\n 'HKEY_CURRENT_USER\\\\Software\\\\Piriform\\\\CCleaner')])\n\n # Date and time string formatted as: \"MM/DD/YYYY hh:mm:ss [A|P]M\"\n # for example \"07/13/2013 10:03:14 AM\"\n # TODO: determine if this is true for other locales.\n _UPDATE_DATE_TIME_RE = re.compile(\n r'([0-9][0-9])/([0-9][0-9])/([0-9][0-9][0-9][0-9]) '\n r'([0-9][0-9]):([0-9][0-9]):([0-9][0-9]) ([A|P]M)')\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '[' at line 51 - expected ']'\n\n Fix: Add missing ']' bracket at line 51"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
138f08438e2c276d1577956212792c686c9d877c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from abc import ABCMeta, abstractmethod from dataclasses import dataclass from typing import Any, TypeVar X = TypeVar('X') class Closeable(metaclass=ABCMeta): @abstractmethod def close(self) -> None: """ Close this to free resources and deny further use. """ raise NotImplementedError() class Resettable(metaclass=ABCMeta): @abstractmethod def reset(self) -> None: """ Reset this to a known good state for further use. """ raise NotImplementedError() class Void: """ None is the type with 1 inhabitant, None. Void is the type with 0 inhabitants. """ def __init__(self) -> None: raise Exception('Cannot instantiate Void') def absurd(self) -> X: """ This allows you to trivially satisfy type checking by returning `void.absurd()` since it's impossible for `void` to exist in the first place. """ raise Exception('Absurd') @dataclass(frozen=True) class Unit: """ A simple type with one inhabitant (according to eq and hash). """ @staticmethod def instance() -> 'Unit': return _UNIT_SINGLETON _UNIT_SINGLETON = Unit() class MatchException(Exception): def __init__(self, value: Any) -> None: super().__init__(f'Failed to match value: {value}')
|
Functions: close, reset, __init__, absurd, instance Classes: Closeable, Resettable, Void This code demonstrates Pythoncode:Python programming.
|
advanced
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 6
| 5
| 1,296
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom abc import ABCMeta, abstractmethod\nfrom dataclasses import dataclass\nfrom typing import Any, TypeVar\n\n\nX = TypeVar('X')\n\n\nclass Closeable(metaclass=ABCMeta):\n @abstractmethod\n def close(self) -> None:\n \"\"\" Close this to free resources and deny further use. \"\"\"\n raise NotImplementedError()\n\n\nclass Resettable(metaclass=ABCMeta):\n @abstractmethod\n def reset(self) -> None:\n \"\"\" Reset this to a known good state for further use. \"\"\"\n raise NotImplementedError()\n\n\nclass Void:\n \"\"\" None is the type with 1 inhabitant, None. Void is the type with 0 inhabitants. \"\"\"\n\n def __init__(self) -> None:\n raise Exception('Cannot instantiate Void')\n\n def absurd(self) -> X:\n \"\"\"\n This allows you to trivially satisfy type checking by returning\n `void.absurd()` since it's impossible for `void` to exist in the first place.\n \"\"\"\n raise Exception('Absurd')\n\n\n@dataclass(frozen=True)\nclass Unit:\n \"\"\" A simple type with one inhabitant (according to eq and hash). \"\"\"\n\n @staticmethod\n def instance() -> 'Unit':\n return _UNIT_SINGLETON\n\n\n_UNIT_SINGLETON = Unit()\n\n\nclass MatchException(Exception):\n def __init__(self, value: Any) -> None:\n super().__init__(f'Failed to match value: {value}')"}, {"role": "assistant", "content": " Functions: close, reset, __init__, absurd, instance\n Classes: Closeable, Resettable, Void\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
139025981058af435a2b6721ba93a59e2cb0b119
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import time import pytest from test import config from test.cube_utils import CubeUtils ITERATIONS_NUM = getattr(config, 'iterations_num', 1) ROUNDS_NUM = getattr(config, 'rounds_num', 10) class TestDefaultHighRes: @pytest.fixture(scope="class", autouse=True) def cube_default(self: cube_utils = CubeUtils() cube_utils.generate_cube("default_high_res", 46, 2160, 4320) yield cube_utils # --------------- # Read spatially # --------------- @pytest.mark.benchmark( group="Cube reading for small area spatial analysis high-res", timer=time.perf_counter, disable_gc=True, warmup=False ) def test_read_default_high_res_135x135(self, benchmark, cube_default): benchmark.pedantic(cube_default.read_spatial, args=(135,), iterations=ITERATIONS_NUM, rounds=ROUNDS_NUM) @pytest.mark.benchmark( group="Cube reading for large area spatial analysis high-res", timer=time.perf_counter, disable_gc=True, warmup=False ) def test_read_default_high_res_2160x2160(self, benchmark, cube_default): benchmark.pedantic(cube_default.read_spatial, args=(2160,), iterations=ITERATIONS_NUM, rounds=ROUNDS_NUM) # --------------- # Read temporally # --------------- @pytest.mark.benchmark( group="Cube reading for subset temporal analysis high-res", timer=time.perf_counter, disable_gc=True, warmup=False ) def test_read_default_high_res_46x135x135(self, benchmark, cube_default): benchmark.pedantic(cube_default.read_temporal, args=(135,), iterations=ITERATIONS_NUM, rounds=ROUNDS_NUM) @pytest.mark.benchmark( group="Cube reading for global temporal analysis high-res", timer=time.perf_counter, disable_gc=True, warmup=False ) def test_read_default_high_res_46x2160x2160(self, benchmark, cube_default): benchmark.pedantic(cube_default.read_temporal, args=(2160,), iterations=ITERATIONS_NUM, rounds=ROUNDS_NUM) Error: SyntaxError: unmatched brackets
|
Fixed Code: import time import pytest from test import config from test.cube_utils import CubeUtils ITERATIONS_NUM = getattr(config, 'iterations_num', 1) ROUNDS_NUM = getattr(config, 'rounds_num', 10) class TestDefaultHighRes: @pytest.fixture(scope="class", autouse=True) def cube_default(self): cube_utils = CubeUtils() cube_utils.generate_cube("default_high_res", 46, 2160, 4320) yield cube_utils # --------------- # Read spatially Explanation: Add missing ')' bracket at line 14
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advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 2,056
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport time\n\nimport pytest\n\nfrom test import config\nfrom test.cube_utils import CubeUtils\n\nITERATIONS_NUM = getattr(config, 'iterations_num', 1)\nROUNDS_NUM = getattr(config, 'rounds_num', 10)\n\n\nclass TestDefaultHighRes:\n @pytest.fixture(scope=\"class\", autouse=True)\n def cube_default(self:\n cube_utils = CubeUtils()\n cube_utils.generate_cube(\"default_high_res\", 46, 2160, 4320)\n yield cube_utils\n\n # ---------------\n # Read spatially\n # ---------------\n\n @pytest.mark.benchmark(\n group=\"Cube reading for small area spatial analysis high-res\",\n timer=time.perf_counter,\n disable_gc=True,\n warmup=False\n )\n def test_read_default_high_res_135x135(self, benchmark, cube_default):\n benchmark.pedantic(cube_default.read_spatial, args=(135,), iterations=ITERATIONS_NUM, rounds=ROUNDS_NUM)\n\n @pytest.mark.benchmark(\n group=\"Cube reading for large area spatial analysis high-res\",\n timer=time.perf_counter,\n disable_gc=True,\n warmup=False\n )\n def test_read_default_high_res_2160x2160(self, benchmark, cube_default):\n benchmark.pedantic(cube_default.read_spatial, args=(2160,), iterations=ITERATIONS_NUM, rounds=ROUNDS_NUM)\n\n # ---------------\n # Read temporally\n # ---------------\n\n @pytest.mark.benchmark(\n group=\"Cube reading for subset temporal analysis high-res\",\n timer=time.perf_counter,\n disable_gc=True,\n warmup=False\n )\n def test_read_default_high_res_46x135x135(self, benchmark, cube_default):\n benchmark.pedantic(cube_default.read_temporal, args=(135,), iterations=ITERATIONS_NUM, rounds=ROUNDS_NUM)\n\n @pytest.mark.benchmark(\n group=\"Cube reading for global temporal analysis high-res\",\n timer=time.perf_counter,\n disable_gc=True,\n warmup=False\n )\n def test_read_default_high_res_46x2160x2160(self, benchmark, cube_default):\n benchmark.pedantic(cube_default.read_temporal, args=(2160,), iterations=ITERATIONS_NUM, rounds=ROUNDS_NUM)\n\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport time\n\nimport pytest\n\nfrom test import config\nfrom test.cube_utils import CubeUtils\n\nITERATIONS_NUM = getattr(config, 'iterations_num', 1)\nROUNDS_NUM = getattr(config, 'rounds_num', 10)\n\n\nclass TestDefaultHighRes:\n @pytest.fixture(scope=\"class\", autouse=True)\n def cube_default(self):\n cube_utils = CubeUtils()\n cube_utils.generate_cube(\"default_high_res\", 46, 2160, 4320)\n yield cube_utils\n\n # ---------------\n # Read spatially\n\n Explanation: Add missing ')' bracket at line 14"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
139141d96476a62cf2a8695abfe754ae15ba668e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pytest from mindmeld.components import Conversation def assert_reply(directives, templates, *, start_index=0, slots=None): """Asserts that the provided directives contain the specified reply Args: directives (list[dict[str, dict]]): list of directives returned by application templates (Union[str, Set[str + 1]]): The reply must be a member of this set. start_index (int, optional): The index of the first client action associated with this reply. slots (dict, optional): The slots to fill the templates """ slots = slots or {} if isinstance(templates, str): templates = [templates] texts = set(map(lambda x: x.format(**slots), templates)) assert len(directives) >= start_index + 1 assert directives[start_index]['name'] == 'reply' assert directives[start_index]['payload']['text'] in texts def assert_target_dialogue_state(convo, target_dialogue_state): assert convo.params.target_dialogue_state == target_dialogue_state @pytest.mark.conversation def test_reprocess_handler(async_kwik_e_mart_app, kwik_e_mart_app_path): """Tests that the params are cleared in one trip from app to mm.""" convo = Conversation(app=async_kwik_e_mart_app, app_path=kwik_e_mart_app_path, force_sync=True) convo.process('When does that open?') assert_target_dialogue_state(convo, 'send_store_hours_flow') directives = convo.process('are there any stores near me?').directives assert_target_dialogue_state(convo, 'send_store_hours_flow') assert_reply(directives, templates="I'm not sure. You haven't told me where you are!") @pytest.mark.conversation def test_default_handler(async_kwik_e_mart_app, kwik_e_mart_app_path): """Tests that the params are cleared in one trip from app to mm.""" convo = Conversation(app=async_kwik_e_mart_app, app_path=kwik_e_mart_app_path, force_sync=True) convo.process('When does that open?') assert_target_dialogue_state(convo, 'send_store_hours_flow') directives = convo.process('Howdy!').directives assert_target_dialogue_state(convo, 'send_store_hours_flow') assert_reply(directives, templates='Sorry, I did not get you. Which store would you like to know about?') @pytest.mark.conversation ... [8 more functiondefs truncated] ...
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 6 • Invalid syntax at line 56: ... [8 more functiondefs truncated] ... Fix: Check loop bounds and array indices carefully
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 0
| 2,353
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pytest\nfrom mindmeld.components import Conversation\n\n\ndef assert_reply(directives, templates, *, start_index=0, slots=None):\n \"\"\"Asserts that the provided directives contain the specified reply\n\n Args:\n directives (list[dict[str, dict]]): list of directives returned by application\n templates (Union[str, Set[str + 1]]): The reply must be a member of this set.\n start_index (int, optional): The index of the first client action associated\n with this reply.\n slots (dict, optional): The slots to fill the templates\n \"\"\"\n slots = slots or {}\n if isinstance(templates, str):\n templates = [templates]\n\n texts = set(map(lambda x: x.format(**slots), templates))\n\n assert len(directives) >= start_index + 1\n assert directives[start_index]['name'] == 'reply'\n assert directives[start_index]['payload']['text'] in texts\n\n\ndef assert_target_dialogue_state(convo, target_dialogue_state):\n assert convo.params.target_dialogue_state == target_dialogue_state\n\n\n@pytest.mark.conversation\ndef test_reprocess_handler(async_kwik_e_mart_app, kwik_e_mart_app_path):\n \"\"\"Tests that the params are cleared in one trip from app to mm.\"\"\"\n convo = Conversation(app=async_kwik_e_mart_app, app_path=kwik_e_mart_app_path, force_sync=True)\n convo.process('When does that open?')\n assert_target_dialogue_state(convo, 'send_store_hours_flow')\n directives = convo.process('are there any stores near me?').directives\n assert_target_dialogue_state(convo, 'send_store_hours_flow')\n assert_reply(directives,\n templates=\"I'm not sure. You haven't told me where you are!\")\n\n\n@pytest.mark.conversation\ndef test_default_handler(async_kwik_e_mart_app, kwik_e_mart_app_path):\n \"\"\"Tests that the params are cleared in one trip from app to mm.\"\"\"\n convo = Conversation(app=async_kwik_e_mart_app, app_path=kwik_e_mart_app_path, force_sync=True)\n convo.process('When does that open?')\n assert_target_dialogue_state(convo, 'send_store_hours_flow')\n directives = convo.process('Howdy!').directives\n assert_target_dialogue_state(convo, 'send_store_hours_flow')\n assert_reply(directives,\n templates='Sorry, I did not get you. Which store would you like to know about?')\n\n\n@pytest.mark.conversation\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 6\n \u2022 Invalid syntax at line 56: ... [8 more functiondefs truncated] ...\n\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
139180db13c406acb2f2910c85de0dfd5a8d2472
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import os,sys import webbrowser import numpy as np import matplotlib matplotlib.use('Agg') import matplotlib.cm as cm import matplotlib.pylab as plt from matplotlib import ticker plt.rcParams['font.family'] = 'monospace' fig = plt.figure() rect = fig.add_subplot(111, aspect='equal') data0 = np.loadtxt('data0.dat', delimiter=',') data1 = np.loadtxt('data1.dat', delimiter=',') dense = np.loadtxt('dense.dat', delimiter=',') ID = sys.argv[1] X = np.arange(-2.0, 2.05, 0.05) Y = np.arange(-2.0, 2.05, 0.05) Xm, Ym = np.meshgrid(X, Y) vmin, vmax = dense.min(), dense.max() if vmin * vmax < 0: vmin = -abs(max(-vmin, vmax)) ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: vmax = +abs(max(-vmin, vmax)) cr = rect.imshow(dense.reshape((len(Y), len(X))), extent=(X[0], X[-1], Y[0], Y[-1]), vmin=vmin, vmax=vmax, cmap=cm.coolwarm, origin='lower') plt.contour(Xm, Ym, dense, levels=[-1, 1], cmap=cm.bwr, linestyles='dashed', linewidths=[2,2]) plt.contour(Xm, Ym, dense, levels=[0], colors='black', linestyles='dashed', linewidths=[2]) cb = plt.colorbar(cr, format='%+.1e')
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intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 622
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport os,sys\nimport webbrowser\nimport numpy as np\nimport matplotlib\nmatplotlib.use('Agg')\nimport matplotlib.cm as cm\nimport matplotlib.pylab as plt\nfrom matplotlib import ticker\n\nplt.rcParams['font.family'] = 'monospace'\nfig = plt.figure()\nrect = fig.add_subplot(111, aspect='equal')\ndata0 = np.loadtxt('data0.dat', delimiter=',')\ndata1 = np.loadtxt('data1.dat', delimiter=',')\ndense = np.loadtxt('dense.dat', delimiter=',')\nID = sys.argv[1]\nX = np.arange(-2.0, 2.05, 0.05)\nY = np.arange(-2.0, 2.05, 0.05)\nXm, Ym = np.meshgrid(X, Y)\nvmin, vmax = dense.min(), dense.max()\nif vmin * vmax < 0:\n\tvmin = -abs(max(-vmin, vmax))\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\tvmax = +abs(max(-vmin, vmax))\ncr = rect.imshow(dense.reshape((len(Y), len(X))), extent=(X[0], X[-1], Y[0], Y[-1]), vmin=vmin, vmax=vmax, cmap=cm.coolwarm, origin='lower')\nplt.contour(Xm, Ym, dense, levels=[-1, 1], cmap=cm.bwr, linestyles='dashed', linewidths=[2,2])\nplt.contour(Xm, Ym, dense, levels=[0], colors='black', linestyles='dashed', linewidths=[2])\ncb = plt.colorbar(cr, format='%+.1e')"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
1395c34c642a4ba06cd80eeb8c512c19499d8a1b
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from sarna.model.enums import Score, Language from sarna.report_generator import make_run from sarna.report_generator.locale_choice import locale_choice from sarna.report_generator.style import RenderStyle def score_to_docx(score: Score, style: RenderStyle, lang: Language): ret = make_run(getattr(style, score.name.lower()), locale_choice(score, lang)) for warn in style._warnings: # TODO: something print(warn) return ret
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Code Review: ⚠️ Code quality: Unexpected indentation at line 9 Unexpected indentation at line 11 ✨ Improvements: Unresolved TODO/FIXME at line 10 Remove debug print() at line 11 before production
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 1
| 0
| 455
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom sarna.model.enums import Score, Language\nfrom sarna.report_generator import make_run\nfrom sarna.report_generator.locale_choice import locale_choice\nfrom sarna.report_generator.style import RenderStyle\n\n\ndef score_to_docx(score: Score, style: RenderStyle, lang: Language):\n ret = make_run(getattr(style, score.name.lower()), locale_choice(score, lang))\n for warn in style._warnings:\n # TODO: something\n print(warn)\n\n return ret"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n\n\u2728 Improvements:\n Unresolved TODO/FIXME at line 10\n Remove debug print() at line 11 before production"}]
| false
| null | null | null |
1395df5d636c77222d35d82dfd590f6aefe93e2b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Open mode AP tests # Copyright (c) 2014, Qualcomm Atheros, Inc. # # This software may be distributed under the terms of the BSD license. # See README for more details. import logging logger = logging.getLogger() import struct import subprocess import time import os import hostapd import hwsim_utils from tshark import run_tshark from utils import alloc_fail from wpasupplicant import WpaSupplicant def test_ap_open(dev, apdev): """AP with open mode (no security) configuration""" hapd = hostapd.add_ap(apdev[0]['ifname'], { "ssid": "open" }) dev[0].connect("open", key_mgmt="NONE", scan_freq="2412", bg_scan_period="0") ev = hapd.wait_event([ "AP-STA-CONNECTED" ], timeout=5) if ev is None: raise Exception("No connection event received from hostapd") hwsim_utils.test_connectivity(dev[0], hapd) dev[0].request("DISCONNECT") ev = hapd.wait_event([ "AP-STA-DISCONNECTED" ], timeout=5) if ev is None: raise Exception("No disconnection event received from hostapd") def test_ap_open_packet_loss(dev, apdev): """AP with open mode configuration and large packet loss""" params = { "ssid": "open", "ignore_probe_probability": "0.5", "ignore_auth_probability": "0.5", "ignore_assoc_probability": "0.5", "ignore_reassoc_probability": "0.5" } hapd = hostapd.add_ap(apdev[0]['ifname'], params) for i in range(0, 3): dev[i].connect("open", key_mgmt="NONE", scan_freq="2412", wait_connect=False) for i in range(0, 3): dev[i].wait_connected(timeout=20) def test_ap_open_unknown_action(dev, apdev): """AP with open mode configuration and unknown Action frame""" hapd = hostapd.add_ap(apdev[0]['ifname'], { "ssid": "open" }) dev[0].connect("open", key_mgmt="NONE", scan_freq="2412") bssid = apdev[0]['bssid'] cmd = "MGMT_TX {} {} freq=2412 action=765432".format(bssid, bssid) if "FAIL" in dev[0].request(cmd): raise Exception("Could not send test Action frame") ev = dev[0].wait_event(["MGMT-TX-STATUS"], timeout=10) if ev is None: raise Exception("Timeout on MGMT-TX-STATUS") if "result=SUCCESS" not in ev: raise Exception("AP did not ack Action frame") def test_ap_open_invalid_wmm_action(dev, apdev): """AP with open mode configuration and invalid WMM Action frame""" hapd = hostapd.add_ap(apdev[0]['ifname'], { "ssid": "open" }) dev[0].connect("open", key_mgmt="NONE", scan_freq="2412") bssid = apdev[0]['bssid'] cmd = "MGMT_TX {} {} freq=2412 action=1100".format(bssid, bssid) if "FAIL" in dev[0].request(cmd): raise Exception("Could not send test Action frame") ev = dev[0].wait_event(["MGMT-TX-STATUS"], timeout=10) if ev is None or "result=SUCCESS" not in ev: raise Exception("AP did not ack Action frame") def test_ap_open_reconnect_on_inactivity_disconnect(dev, apdev): """Reconnect to open m ... [code truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 76 SyntaxError: unterminated triple-quoted string literal (detected at line 78) at line 76 ⚠️ Warnings: Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 💡 Suggestions: Complete the expression on the last line Add closing quote at line 76 Review code syntax
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intermediate
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testing
|
debugging
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Pythoncode:Python
| 5
| 0
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Open mode AP tests\n# Copyright (c) 2014, Qualcomm Atheros, Inc.\n#\n# This software may be distributed under the terms of the BSD license.\n# See README for more details.\n\nimport logging\nlogger = logging.getLogger()\nimport struct\nimport subprocess\nimport time\nimport os\n\nimport hostapd\nimport hwsim_utils\nfrom tshark import run_tshark\nfrom utils import alloc_fail\nfrom wpasupplicant import WpaSupplicant\n\ndef test_ap_open(dev, apdev):\n \"\"\"AP with open mode (no security) configuration\"\"\"\n hapd = hostapd.add_ap(apdev[0]['ifname'], { \"ssid\": \"open\" })\n dev[0].connect(\"open\", key_mgmt=\"NONE\", scan_freq=\"2412\",\n bg_scan_period=\"0\")\n ev = hapd.wait_event([ \"AP-STA-CONNECTED\" ], timeout=5)\n if ev is None:\n raise Exception(\"No connection event received from hostapd\")\n hwsim_utils.test_connectivity(dev[0], hapd)\n\n dev[0].request(\"DISCONNECT\")\n ev = hapd.wait_event([ \"AP-STA-DISCONNECTED\" ], timeout=5)\n if ev is None:\n raise Exception(\"No disconnection event received from hostapd\")\n\ndef test_ap_open_packet_loss(dev, apdev):\n \"\"\"AP with open mode configuration and large packet loss\"\"\"\n params = { \"ssid\": \"open\",\n \"ignore_probe_probability\": \"0.5\",\n \"ignore_auth_probability\": \"0.5\",\n \"ignore_assoc_probability\": \"0.5\",\n \"ignore_reassoc_probability\": \"0.5\" }\n hapd = hostapd.add_ap(apdev[0]['ifname'], params)\n for i in range(0, 3):\n dev[i].connect(\"open\", key_mgmt=\"NONE\", scan_freq=\"2412\",\n wait_connect=False)\n for i in range(0, 3):\n dev[i].wait_connected(timeout=20)\n\ndef test_ap_open_unknown_action(dev, apdev):\n \"\"\"AP with open mode configuration and unknown Action frame\"\"\"\n hapd = hostapd.add_ap(apdev[0]['ifname'], { \"ssid\": \"open\" })\n dev[0].connect(\"open\", key_mgmt=\"NONE\", scan_freq=\"2412\")\n bssid = apdev[0]['bssid']\n cmd = \"MGMT_TX {} {} freq=2412 action=765432\".format(bssid, bssid)\n if \"FAIL\" in dev[0].request(cmd):\n raise Exception(\"Could not send test Action frame\")\n ev = dev[0].wait_event([\"MGMT-TX-STATUS\"], timeout=10)\n if ev is None:\n raise Exception(\"Timeout on MGMT-TX-STATUS\")\n if \"result=SUCCESS\" not in ev:\n raise Exception(\"AP did not ack Action frame\")\n\ndef test_ap_open_invalid_wmm_action(dev, apdev):\n \"\"\"AP with open mode configuration and invalid WMM Action frame\"\"\"\n hapd = hostapd.add_ap(apdev[0]['ifname'], { \"ssid\": \"open\" })\n dev[0].connect(\"open\", key_mgmt=\"NONE\", scan_freq=\"2412\")\n bssid = apdev[0]['bssid']\n cmd = \"MGMT_TX {} {} freq=2412 action=1100\".format(bssid, bssid)\n if \"FAIL\" in dev[0].request(cmd):\n raise Exception(\"Could not send test Action frame\")\n ev = dev[0].wait_event([\"MGMT-TX-STATUS\"], timeout=10)\n if ev is None or \"result=SUCCESS\" not in ev:\n raise Exception(\"AP did not ack Action frame\")\n\ndef test_ap_open_reconnect_on_inactivity_disconnect(dev, apdev):\n \"\"\"Reconnect to open m\n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 76\n SyntaxError: unterminated triple-quoted string literal (detected at line 78) at line 76\n\n\u26a0\ufe0f Warnings:\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\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 76\n Review code syntax"}]
| false
| null | null | null |
139756e066bb02143bb1f17cfc6e0e0c48ac0c56
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python # coding: utf-8 # pylint: disable-all from __future__ import absolute_import from sklearn.preprocessing import LabelEncoder from pathlib import Path import torch from torch.autograd import Variable import torch.nn as nn import torch.optim as optim class BinModel(nn.Module): expected_target_type = torch.FloatTensor def __init__(self, input_size): super(BinModel, self).__init__() self.fc1 = nn.Linear(input_size, 50) self.relu1 = nn.ReLU() self.dout = nn.Dropout(0.2) self.fc2 = nn.Linear(50, 100) self.prelu = nn.PReLU(1) self.out = nn.Linear(100, 1) self.out_act = nn.Sigmoid() def forward(self, input_): a1 = self.fc1(input_) h1 = self.relu1(a1) dout = self.dout(h1) a2 = self.fc2(dout) h2 = self.prelu(a2) a3 = self.out(h2) y = self.out_act(a3) return y class RegModel(nn.Module): def __init__(self, input_size): super(RegModel, self).__init__() self.fc1 = nn.Linear(input_size, 50) self.relu1 = nn.ReLU() self.dout = nn.Dropout(0.2) self.fc2 = nn.Linear(50, 100) self.prelu = nn.PReLU(1) self.out = n ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def forward(self, input_): a1 = self.fc1(input_) h1 = self.relu1(a1) dout = self.dout(h1)
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advanced
|
machine_learning
|
incomplete_code
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Pythoncode:Python
| 7
| 3
| 1,236
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n# coding: utf-8\n\n# pylint: disable-all\nfrom __future__ import absolute_import\nfrom sklearn.preprocessing import LabelEncoder\nfrom pathlib import Path\n\nimport torch\nfrom torch.autograd import Variable\nimport torch.nn as nn\nimport torch.optim as optim\n\n\nclass BinModel(nn.Module):\n expected_target_type = torch.FloatTensor\n\n def __init__(self, input_size):\n super(BinModel, self).__init__()\n self.fc1 = nn.Linear(input_size, 50)\n self.relu1 = nn.ReLU()\n self.dout = nn.Dropout(0.2)\n self.fc2 = nn.Linear(50, 100)\n self.prelu = nn.PReLU(1)\n self.out = nn.Linear(100, 1)\n self.out_act = nn.Sigmoid()\n\n def forward(self, input_):\n a1 = self.fc1(input_)\n h1 = self.relu1(a1)\n dout = self.dout(h1)\n a2 = self.fc2(dout)\n h2 = self.prelu(a2)\n a3 = self.out(h2)\n y = self.out_act(a3)\n return y\n\n\nclass RegModel(nn.Module):\n def __init__(self, input_size):\n super(RegModel, self).__init__()\n self.fc1 = nn.Linear(input_size, 50)\n self.relu1 = nn.ReLU()\n self.dout = nn.Dropout(0.2)\n self.fc2 = nn.Linear(50, 100)\n self.prelu = nn.PReLU(1)\n self.out = n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n def forward(self, input_):\n a1 = self.fc1(input_)\n h1 = self.relu1(a1)\n dout = self.dout(h1)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13980d70f605aa90e6f0d5a0697ef90a4b646aec
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class Weather(object): """Simulate weather conditions affecting observations. The start/stop date range is taken from the survey config. Seeing and transparency values are stored with 32-bit floats to save some memory. Parameters ---------- seed : int Random number seed to use to generate stochastic conditions. The seed determines the same seeing and transparency realization independent of the value of ``replay``. replay : str Either 'random' or a comma-separated list of years whose historical weather should be replayed, e.g. 'Y2010,Y2012'. Replayed weather will be used cyclically if necessary. Random weather will be a boostrap sampling of all available years with historical weather data. Use 'Y2015' for the worst-case weather scenario. time_step : float or :class:`astropy.units.Quantity`, optional Time step calculating updates. Must evenly divide 24 hours. If unitless float, will be interpreted as minutes. restore : filename or None Restore an existing weather simulation from the specified file name. All other parameters are ignored when this is provided. A relative path name refers to the :meth:`configuration output path <desisurvey.config.Configuration.get_path>`. extra_downtime : float Additionally close the dome completely on some nights. Nights are chosen randomly, with the chance of the night being closed equal to extra_random_close_fraction. This is intended to include margin. """ ... [3 more functiondefs truncated ...
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Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 2 • Unclosed '[' at line 36 - expected ']' Fixes: • Complete the expression on the last line • Add closing quote at line 2 • Add closing ']' bracket
|
advanced
|
machine_learning
|
syntax_repair
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Pythoncode:Python
| 0
| 1
| 1,656
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass Weather(object):\n \"\"\"Simulate weather conditions affecting observations.\n\n The start/stop date range is taken from the survey config.\n\n Seeing and transparency values are stored with 32-bit floats to save\n some memory.\n\n Parameters\n ----------\n seed : int\n Random number seed to use to generate stochastic conditions.\n The seed determines the same seeing and transparency realization\n independent of the value of ``replay``.\n replay : str\n Either 'random' or a comma-separated list of years whose\n historical weather should be replayed, e.g. 'Y2010,Y2012'.\n Replayed weather will be used cyclically if necessary.\n Random weather will be a boostrap sampling of all available\n years with historical weather data. Use 'Y2015' for the\n worst-case weather scenario.\n time_step : float or :class:`astropy.units.Quantity`, optional\n Time step calculating updates. Must evenly divide 24 hours.\n If unitless float, will be interpreted as minutes.\n restore : filename or None\n Restore an existing weather simulation from the specified file name.\n All other parameters are ignored when this is provided. A relative path\n name refers to the :meth:`configuration output path\n <desisurvey.config.Configuration.get_path>`.\n extra_downtime : float\n Additionally close the dome completely on some nights. Nights are\n chosen randomly, with the chance of the night being closed equal to\n extra_random_close_fraction. This is intended to include margin.\n \"\"\"\n\n ... [3 more functiondefs truncated ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 2\n \u2022 Unclosed '[' at line 36 - expected ']'\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 2\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
13984baeb601966ec125e0ffbdce4b6e8815be83
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # coding=utf-8 # Copyright 2015 Google Inc. 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. def GetTsvFilePrinter(file_name): """Returns a ExportPrinter object to output to file_name. Args: file_name: string The name of the file to output to. Returns: The newly created ExportPrinter object. """ my_handle = open(file_name) writer = UnicodeWriter(my_handle, dialect='excel-tab') return ExportPrinter(writer) def GetTsvScreenPrinter(): """Returns a ExportPrinter object to output to std.stdout.""" writer = UnicodeWriter(sys.stdout, dialect='excel-tab') return ExportPrinter(writer) def GetTsvStringPrinter(f): """Returns a ExportPrinter object to output to std.stdout.""" writer = UnicodeWriter(f, dialect='excel-tab') return ExportPrinter(writer) # Wrapper to output to utf-8. Taken mostly / directly from Python docs: # http://docs.python.org/library/csv.html class UnicodeWriter(object): """A CSV writer which uses the csv module to output csv compatible formats. Will write rows to CSV file "f", which is encoded in the given encoding. # Complete this line def __init__(self, f, dialect=csv.excel, encoding='utf-8', **kwds): # Redirect output to a queue self.queue = StringIO.StringIO() self.writer = csv.writer(self.queue, dialect=dialect, **kwds) self.stream = f self.encoder = codecs.getincrementalencoder(encoding)() # pylint: disable=g-bad-name def writerow(self, row): """Writes a CSV row. Args: row: list The row to write to the CSV output. """ self.writer.writerow([s.encode('utf-8') for s in row]) # Fetch UTF-8 output from the queue ... data = self.queue.getvalue() data = data.decode('utf-8') # ... and reencode it into the target encoding data = self.encoder.encode(data) # write to the target stream self.stream.write(data) # empty queue self.queue.truncate(0) # pylint: disable=g-bad-name def writerows(self, rows): """Writes rows for CSV output. Args: rows: list of rows to write. """ for row in rows: self.writerow(row) class ExportPrinter(object): """Utility class to output a the data feed as tabular data.""" ... [10 more functiondefs truncated] ...
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The missing line is: """
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advanced
|
api
|
fill_in_the_blank
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Pythoncode:Python
| 6
| 2
| 2,762
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# coding=utf-8\n\n\n# Copyright 2015 Google Inc. All rights reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\ndef GetTsvFilePrinter(file_name):\n \"\"\"Returns a ExportPrinter object to output to file_name.\n\n Args:\n file_name: string The name of the file to output to.\n\n Returns:\n The newly created ExportPrinter object.\n \"\"\"\n my_handle = open(file_name)\n writer = UnicodeWriter(my_handle, dialect='excel-tab')\n return ExportPrinter(writer)\n\n\ndef GetTsvScreenPrinter():\n \"\"\"Returns a ExportPrinter object to output to std.stdout.\"\"\"\n writer = UnicodeWriter(sys.stdout, dialect='excel-tab')\n return ExportPrinter(writer)\n\n\ndef GetTsvStringPrinter(f):\n \"\"\"Returns a ExportPrinter object to output to std.stdout.\"\"\"\n writer = UnicodeWriter(f, dialect='excel-tab')\n return ExportPrinter(writer)\n\n\n# Wrapper to output to utf-8. Taken mostly / directly from Python docs:\n# http://docs.python.org/library/csv.html\nclass UnicodeWriter(object):\n \"\"\"A CSV writer which uses the csv module to output csv compatible formats.\n\n Will write rows to CSV file \"f\", which is encoded in the given encoding.\n # Complete this line\n\n def __init__(self, f, dialect=csv.excel, encoding='utf-8', **kwds):\n # Redirect output to a queue\n self.queue = StringIO.StringIO()\n self.writer = csv.writer(self.queue, dialect=dialect, **kwds)\n self.stream = f\n self.encoder = codecs.getincrementalencoder(encoding)()\n\n # pylint: disable=g-bad-name\n def writerow(self, row):\n \"\"\"Writes a CSV row.\n\n Args:\n row: list The row to write to the CSV output.\n \"\"\"\n\n self.writer.writerow([s.encode('utf-8') for s in row])\n # Fetch UTF-8 output from the queue ...\n data = self.queue.getvalue()\n data = data.decode('utf-8')\n # ... and reencode it into the target encoding\n data = self.encoder.encode(data)\n # write to the target stream\n self.stream.write(data)\n # empty queue\n self.queue.truncate(0)\n\n # pylint: disable=g-bad-name\n def writerows(self, rows):\n \"\"\"Writes rows for CSV output.\n\n Args:\n rows: list of rows to write.\n \"\"\"\n for row in rows:\n self.writerow(row)\n\n\nclass ExportPrinter(object):\n \"\"\"Utility class to output a the data feed as tabular data.\"\"\"\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n \"\"\""}]
| false
| null | null | null |
1398a0a81ef6551f1edec803a59f1dbf8ef55e95
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- """ @Project : RNN_Prediction @Author : Xu-Shan Zhao @Filename: stockPrediction202005201318.py @IDE : PyCharm @Time1 : 2020-05-20 13:18:46 @Time2 : 2020/5/20 13:18 @Month1 : 5月 @Month2 : 五月 """ import tushare as ts import tensorflow as tf import pandas as pd from sklearn.model_selection import train_test_split import matplotlib.pyplot as plt stock_catl = ts.get_hist_data('300750') stock_catl = stock_catl.sort_index(ascending=True) stock_catl = (stock_catl - stock_catl.mean()) / \ (stock_catl.max() - stock_catl.min()) # train, val = train_test_split(stock_catl, test_size=0.5) # train = train.sort_index(ascending=True) # val = val.sort_index(ascending=True) train = stock_catl.iloc[:-60, :] val = stock_catl.iloc[-60:, :] window_size = 30 column = 'high' epoches = 300 def batch_dataset(dataset): dataset_batched = dataset.batch(window_size, drop_remainder=True) return dataset_batched def zip_ds(dataset): ds_data = tf.constant(dataset.values, dtype=tf.float32) ds_data = tf.data.Dataset.from_tensor_slices(ds_data). \ window(window_size, shift=1).flat_map(batch_dataset) ds_label = tf.constant(dataset.values[window_size:], dtype=tf.float32) ds_label = tf.data.Dataset.from_tensor_slices(ds_label) ds_train = tf.data.Dataset.zip((ds_data, ds_label)).batch(128).repeat() return ds_train ds_train = zip_ds(train) ds_val = zip_ds(val) model = tf.keras.Sequential( [ tf.keras.layers.LSTM(128, return_sequences=True, activation='relu'), tf.keras.layers.LSTM(128, activation='relu'), tf.keras.layers.Dense(13) ] ) optimizer = tf.keras.optimizers.Adam(learning_rate=0.01) model.compile(optimizer=optimizer, loss='mse') history = model.fit( ds_train, epochs=epoches, steps_per_epoch=5, validation_data=ds_val, validation_steps=1 ) model.save('stockLSTM') # Plot loss function plt.figure(figsize=(19, 9)) ax = plt.gca() plt.plot(range(len(history.history['loss'])), history.history['loss']) plt.plot(range(len(history.history['val_loss'])), history.history['val_loss']) ax.set_yscale('log') plt.show() # Compare fitting and real values. dff = pd.DataFrame() for i in range(len(stock_catl) - window_size): fits = model.predict(tf.constant(tf.expand_dims(stock_catl.values[i:i + window_size, :], axis=0))) dffits = pd.DataFrame(fits, columns=stock_catl.columns) dff = dff.append(dffits) dff.index = stock_catl.index[window_size:] plt.figure(figsize=(19, 9)) dff[column].plot() stock_catl.iloc[window_size:, :][column].plot(style='-o') plt.show() # To predict future 100 business days. dfp = stock_catl.copy() for i in range(100): pres = model.predict(tf.constant(tf.expand_dims(dfp.values[-1 * window_size:], axis=0))) dfpres = pd.DataFrame(pres, columns=stock_catl.columns) dfp = dfp.append(dfpres, ignore_index=True) dfp[column].plot() plt.show()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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testing
|
refactoring
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Pythoncode:Python
| 2
| 0
| 2,924
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\"\"\"\n@Project : RNN_Prediction\n@Author : Xu-Shan Zhao\n@Filename: stockPrediction202005201318.py\n@IDE : PyCharm\n@Time1 : 2020-05-20 13:18:46\n@Time2 : 2020/5/20 13:18\n@Month1 : 5\u6708\n@Month2 : \u4e94\u6708\n\"\"\"\n\nimport tushare as ts\nimport tensorflow as tf\nimport pandas as pd\nfrom sklearn.model_selection import train_test_split\nimport matplotlib.pyplot as plt\n\nstock_catl = ts.get_hist_data('300750')\nstock_catl = stock_catl.sort_index(ascending=True)\nstock_catl = (stock_catl - stock_catl.mean()) / \\\n (stock_catl.max() - stock_catl.min())\n\n# train, val = train_test_split(stock_catl, test_size=0.5)\n# train = train.sort_index(ascending=True)\n# val = val.sort_index(ascending=True)\ntrain = stock_catl.iloc[:-60, :]\nval = stock_catl.iloc[-60:, :]\n\nwindow_size = 30\ncolumn = 'high'\nepoches = 300\n\n\ndef batch_dataset(dataset):\n dataset_batched = dataset.batch(window_size, drop_remainder=True)\n return dataset_batched\n\n\ndef zip_ds(dataset):\n ds_data = tf.constant(dataset.values, dtype=tf.float32)\n ds_data = tf.data.Dataset.from_tensor_slices(ds_data). \\\n window(window_size, shift=1).flat_map(batch_dataset)\n ds_label = tf.constant(dataset.values[window_size:], dtype=tf.float32)\n ds_label = tf.data.Dataset.from_tensor_slices(ds_label)\n ds_train = tf.data.Dataset.zip((ds_data, ds_label)).batch(128).repeat()\n return ds_train\n\n\nds_train = zip_ds(train)\nds_val = zip_ds(val)\n\nmodel = tf.keras.Sequential(\n [\n tf.keras.layers.LSTM(128, return_sequences=True, activation='relu'),\n tf.keras.layers.LSTM(128, activation='relu'),\n tf.keras.layers.Dense(13)\n ]\n)\n\noptimizer = tf.keras.optimizers.Adam(learning_rate=0.01)\nmodel.compile(optimizer=optimizer, loss='mse')\nhistory = model.fit(\n ds_train, epochs=epoches,\n steps_per_epoch=5,\n validation_data=ds_val,\n validation_steps=1\n)\n\nmodel.save('stockLSTM')\n\n# Plot loss function\nplt.figure(figsize=(19, 9))\nax = plt.gca()\nplt.plot(range(len(history.history['loss'])), history.history['loss'])\nplt.plot(range(len(history.history['val_loss'])), history.history['val_loss'])\nax.set_yscale('log')\nplt.show()\n\n# Compare fitting and real values.\ndff = pd.DataFrame()\nfor i in range(len(stock_catl) - window_size):\n fits = model.predict(tf.constant(tf.expand_dims(stock_catl.values[i:i + window_size, :], axis=0)))\n dffits = pd.DataFrame(fits, columns=stock_catl.columns)\n dff = dff.append(dffits)\n\ndff.index = stock_catl.index[window_size:]\n\nplt.figure(figsize=(19, 9))\ndff[column].plot()\nstock_catl.iloc[window_size:, :][column].plot(style='-o')\nplt.show()\n\n# To predict future 100 business days.\ndfp = stock_catl.copy()\nfor i in range(100):\n pres = model.predict(tf.constant(tf.expand_dims(dfp.values[-1 * window_size:], axis=0)))\n dfpres = pd.DataFrame(pres, columns=stock_catl.columns)\n dfp = dfp.append(dfpres, ignore_index=True)\ndfp[column].plot()\nplt.show()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
13991543937ea97e225d2fffa3ed5c4c26a13a38
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- from src import app import os import shutil from flask import Flask, render_template, session, request, flash, url_for, redirect from Forms import ContactForm, LoginForm, editForm, ReportForm, CommentForm, searchForm, AddPlaylist from flask.ext.mail import Message, Mail from werkzeug import secure_filename from werkzeug import SharedDataMiddleware from api import API from songs import SONG from playlist import playlist from admin import admin from artist import artist import pymysql import hashlib from flask import g mail = Mail() mail.init_app(app #For the collector script. app.register_blueprint(API); #For the songs app.register_blueprint(SONG); #For the playlist app.register_blueprint(playlist); #for the admin pages app.register_blueprint(admin); #for the artist pages app.register_blueprint(artist); UPLOAD_FOLDER = "img/ProfilePic/" ALLOWED_EXTENSIONS = set(['png', 'jpg', 'jpeg', 'gif']) app.config['UPLOAD_FOLDER'] = 'src/static/' + UPLOAD_FOLDER @app.route('/') def index(): session["login"] = False session["signup"] = False session["logged_in"] = False return render_template('homepage/index.html', form1=LoginForm(prefix='form1'), form2=ContactForm(prefix='form2')) #For database connections. @app.before_request def before_request(): g.conn = pymysql.connect(host='127.0.0.1', port=3306, user='root', passwd='crimson', db='MuShMe', charset='utf8') g.database = g.conn.cursor() @app.teardown_request def teardown_request(exception): g.conn.close() @app.route('/login', methods=['POST']) def login(): session["login"] = True session["signup"] = False if request.method == 'POST': loginform = LoginForm(request.form, prefix='form1') if loginform.validate_on_submit(): check_login = g.database.execute("""SELECT User_id from MuShMe.entries WHERE Email_id="%s" AND Pwdhash="%s" """ % (loginform.email.data, hashlib.sha1(loginform.password.data).hexdigest())) if check_login: userid= g.database.fetchone() g.database.execute("""UPDATE MuShMe.entries SET Last_Login=CURRENT_TIMESTAMP() WHERE User_id="%s" """ % (userid)) g.conn.commit() for uid in userid: session['userid'] = uid g.database.execute("""SELECT Username from MuShMe.entries WHERE User_id="%s" """ % uid ) session['UserName']=g.database.fetchone()[0] g.database.execute("""SELECT Privilege FROM MuShMe.entries WHERE User_id="%s" """ % uid) session['privilege'] = g.database.fetchone()[0] g.database.execute("""SELECT Profile_pic FROM MuShMe.entries WHERE User_id="%s" """ % uid) session['profilepic'] = g.database.fetchone()[0] g.database.execute("""SELECT Name from MuShMe.entries WHERE User_id="%s" """ % uid ) ... [code truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: #!/usr/bin/env python # -*- coding: utf-8 -*- from src import app import os import shutil from flask import Flask, render_template, session, request, flash, url_for, redirect from Forms import ContactForm, LoginForm, editForm, ReportForm, CommentForm, searchForm, AddPlaylist from flask.ext.mail import Message, Mail from werkzeug import secure_filename from werkzeug import SharedDataMiddleware from api import API from songs import SONG from playlist import playlist from admin import admin from artist import artist import pymysql import hashlib from flask import g mail = Mail() Explanation: Add missing ')' bracket at line 21
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 4
| 0
| 3,032
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nfrom src import app\nimport os\nimport shutil\nfrom flask import Flask, render_template, session, request, flash, url_for, redirect\nfrom Forms import ContactForm, LoginForm, editForm, ReportForm, CommentForm, searchForm, AddPlaylist\nfrom flask.ext.mail import Message, Mail\nfrom werkzeug import secure_filename\nfrom werkzeug import SharedDataMiddleware\nfrom api import API\nfrom songs import SONG\nfrom playlist import playlist\nfrom admin import admin\nfrom artist import artist\nimport pymysql\nimport hashlib\nfrom flask import g\n\nmail = Mail()\nmail.init_app(app\n\n#For the collector script.\napp.register_blueprint(API);\n#For the songs\napp.register_blueprint(SONG);\n#For the playlist\napp.register_blueprint(playlist);\n#for the admin pages\napp.register_blueprint(admin);\n#for the artist pages\napp.register_blueprint(artist);\n\n\nUPLOAD_FOLDER = \"img/ProfilePic/\"\nALLOWED_EXTENSIONS = set(['png', 'jpg', 'jpeg', 'gif'])\n\napp.config['UPLOAD_FOLDER'] = 'src/static/' + UPLOAD_FOLDER\n\n\n@app.route('/')\ndef index():\n session[\"login\"] = False\n session[\"signup\"] = False\n session[\"logged_in\"] = False\n return render_template('homepage/index.html', form1=LoginForm(prefix='form1'), form2=ContactForm(prefix='form2'))\n\n#For database connections.\n@app.before_request\ndef before_request():\n g.conn = pymysql.connect(host='127.0.0.1', port=3306, user='root', passwd='crimson', db='MuShMe', charset='utf8') \n g.database = g.conn.cursor()\n\n\n@app.teardown_request\ndef teardown_request(exception):\n g.conn.close()\n\n\n@app.route('/login', methods=['POST'])\ndef login():\n session[\"login\"] = True\n session[\"signup\"] = False\n if request.method == 'POST':\n loginform = LoginForm(request.form, prefix='form1')\n\n if loginform.validate_on_submit():\n check_login = g.database.execute(\"\"\"SELECT User_id from MuShMe.entries WHERE Email_id=\"%s\" AND Pwdhash=\"%s\" \"\"\" %\n (loginform.email.data, hashlib.sha1(loginform.password.data).hexdigest()))\n if check_login:\n userid= g.database.fetchone()\n g.database.execute(\"\"\"UPDATE MuShMe.entries SET Last_Login=CURRENT_TIMESTAMP() WHERE User_id=\"%s\" \"\"\" % (userid))\n g.conn.commit()\n for uid in userid:\n session['userid'] = uid\n g.database.execute(\"\"\"SELECT Username from MuShMe.entries WHERE User_id=\"%s\" \"\"\" % uid )\n session['UserName']=g.database.fetchone()[0]\n g.database.execute(\"\"\"SELECT Privilege FROM MuShMe.entries WHERE User_id=\"%s\" \"\"\" % uid)\n session['privilege'] = g.database.fetchone()[0]\n g.database.execute(\"\"\"SELECT Profile_pic FROM MuShMe.entries WHERE User_id=\"%s\" \"\"\" % uid)\n session['profilepic'] = g.database.fetchone()[0]\n g.database.execute(\"\"\"SELECT Name from MuShMe.entries WHERE User_id=\"%s\" \"\"\" % uid )\n\n\n ... [code truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\nfrom src import app\nimport os\nimport shutil\nfrom flask import Flask, render_template, session, request, flash, url_for, redirect\nfrom Forms import ContactForm, LoginForm, editForm, ReportForm, CommentForm, searchForm, AddPlaylist\nfrom flask.ext.mail import Message, Mail\nfrom werkzeug import secure_filename\nfrom werkzeug import SharedDataMiddleware\nfrom api import API\nfrom songs import SONG\nfrom playlist import playlist\nfrom admin import admin\nfrom artist import artist\nimport pymysql\nimport hashlib\nfrom flask import g\n\nmail = Mail()\n\n Explanation: Add missing ')' bracket at line 21"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
13996a1a6227b5d37ae0ca02175dbff81af29e2d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding=utf-8 # Copyright 2018 The Google AI Language Team Authors. # # Licensed under the Apache License, Version 2.0 (the "License"; # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Lint as: python3 class NumpyEncoder(json.JSONEncoder): """Special json encoder for numpy types.""" def default(self, obj): if isinstance(obj, (np.int_, np.intc, np.intp, np.int8, np.int16, np.int32, np.int64, np.uint8, np.uint16, np.uint32, np.uint64)): return int(obj) elif isinstance(obj, (np.float_, np.float16, np.float32, np.float64)): return float(obj) elif isinstance(obj, (np.ndarray,)): # This is the fix return obj.tolist() return json.JSONEncoder.default(self, obj) ... [24 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 4 - expected ')' • Invalid syntax at line 31: ... [24 more functiondefs truncated] ... Fix: Add missing ')' bracket at line 4
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 1,207
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2018 The Google AI Language Team 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# Lint as: python3\nclass NumpyEncoder(json.JSONEncoder):\n \"\"\"Special json encoder for numpy types.\"\"\"\n\n def default(self, obj):\n if isinstance(obj, (np.int_, np.intc, np.intp, np.int8, np.int16, np.int32,\n np.int64, np.uint8, np.uint16, np.uint32, np.uint64)):\n return int(obj)\n elif isinstance(obj, (np.float_, np.float16, np.float32, np.float64)):\n return float(obj)\n elif isinstance(obj, (np.ndarray,)): # This is the fix\n return obj.tolist()\n return json.JSONEncoder.default(self, obj)\n\n\n\n ... [24 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 4 - expected ')'\n \u2022 Invalid syntax at line 31: ... [24 more functiondefs truncated] ...\n\n\n Fix: Add missing ')' bracket at line 4"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
13998d176731562bde5bd78d5d04ea6a48f3fc9c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ test_pop_models.py Author: Jordan Mirocha Affiliation: UCLA Created on: Fri Jul 15 15:23:11 PDT 2016 Description: """ import ares import matplotlib.pyplot as pl PB = ares.util.ParameterBundle def test(): # Create a simple population pars_1 = PB('pop:fcoll') + PB('sed:bpass') pop_fcoll = ares.populations.GalaxyPopulation(**pars_1) #pop_fcoll_XR = ares.populations.GalaxyPopulation(**pars_1) # Mimic the above population to check our different SFRD/SED techniques sfrd_pars = {'pop_sfr_model': 'sfrd-func'} sfrd_pars['pop_sfrd'] = pop_fcoll.SFRD sfrd_pars['pop_sfrd_units'] = 'internal' sed = PB('sed:toy') sed['pop_Nion'] = pop_fcoll.src.Nion sed['pop_Nlw'] = pop_fcoll.src.Nlw # pop_Ex? sed['pop_ion_src_igm'] = False sed['pop_heat_src_igm'] = False pars_2 = sed + sfrd_pars pop_sfrd = ares.populations.GalaxyPopulation(**pars_2) assert pop_fcoll.SFRD(20.) == po ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # Check the emissivities too #print(pop_fcoll.PhotonLuminosityDensity(20., Emin=10.2, Emax=13.6)) #print(pop_sfrd.PhotonLuminosityDensity(20., Emin=10.2, Emax=13.6))
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 970
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\n\ntest_pop_models.py\n\nAuthor: Jordan Mirocha\nAffiliation: UCLA\nCreated on: Fri Jul 15 15:23:11 PDT 2016\n\nDescription: \n\n\"\"\"\n\nimport ares\nimport matplotlib.pyplot as pl\n\nPB = ares.util.ParameterBundle\n\ndef test():\n\n # Create a simple population\n pars_1 = PB('pop:fcoll') + PB('sed:bpass')\n pop_fcoll = ares.populations.GalaxyPopulation(**pars_1)\n #pop_fcoll_XR = ares.populations.GalaxyPopulation(**pars_1)\n \n # Mimic the above population to check our different SFRD/SED techniques\n sfrd_pars = {'pop_sfr_model': 'sfrd-func'}\n sfrd_pars['pop_sfrd'] = pop_fcoll.SFRD\n sfrd_pars['pop_sfrd_units'] = 'internal'\n \n sed = PB('sed:toy')\n sed['pop_Nion'] = pop_fcoll.src.Nion\n sed['pop_Nlw'] = pop_fcoll.src.Nlw\n # pop_Ex?\n sed['pop_ion_src_igm'] = False\n sed['pop_heat_src_igm'] = False\n \n pars_2 = sed + sfrd_pars\n \n pop_sfrd = ares.populations.GalaxyPopulation(**pars_2)\n \n assert pop_fcoll.SFRD(20.) == po\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n\n # Check the emissivities too \n \n #print(pop_fcoll.PhotonLuminosityDensity(20., Emin=10.2, Emax=13.6))\n #print(pop_sfrd.PhotonLuminosityDensity(20., Emin=10.2, Emax=13.6))"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
139af14f3890b6a5fdebd9bc833f815258ac26c3
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 import time import hashlib import leancloud from leancloud._compat import to_bytes __au
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 106
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\n\nimport time\nimport hashlib\n\nimport leancloud\nfrom leancloud._compat import to_bytes\n\n__au"}, {"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
|
139b3faa5c126c4a50efcad5c0824965049d5697
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ mavsimPy - Chapter 4 assignment for Beard & McLain, PUP, 2012 - Update history: 12/27/2018 - RWB 1/17/2019 - RWB """ import sys sys.path.append('..') import numpy as np import parameters.simulation_parameters as SIM from chap2.mav_viewer import mav_viewer # from chap2.video_writer import video_writer from chap3.data_viewer import data_viewer from chap4.mav_dynamics import mav_dynamics from chap4.wind_simulation import wind_simulation from time import sleep # initialize the visualization VIDEO = False # True==write video, False==don't write video mav_view = mav_viewer() # initialize the mav viewer data_view = data_viewer() # initialize view of data plots if VIDEO == True: video = video_writer(video_name="chap4_video.avi", bounding_box=(0, 0, 1000, 1000), output_rate=SIM.ts_video) # initialize elements of the architecture wind = wind_simulation(SIM.ts_simulation) mav = mav_dynamics(SIM.ts_simulation) # initialize the simulation time sim_time = SIM.start_time # main simulation loop # sleep(5) print("Press Command-Q to exit...") while sim_time < SIM.end_time: #-------set control surfaces------------- if(sim_time<25): delta_e = -0.1 delta_t = 1.0 # 0.5 delta_a = 0.0 # 0.0 delta_r = 0.0 # 0.005 delta = np.array([[delta_e, delta_t, delta_a, delta_r]]).T # transpose to make it a column vector else: delta_e = -0.3 delta_t = 1.0#0.5 delta_a = 0.01#0.0 delta_r = 0.00025#0.005 delta = np.array([[delta_e, delta_t, delta_a, delta_r]]).T # transpose to make it a column vector #-------physical system------------- current_wind = wind.update() # get the new wind vector # print("current wind: ", current_wind) mav.update_state(delta, current_wind) # propagate the MAV dynamics #-------update viewer------------- mav_view.update(mav.msg_true_state) # plot body of MAV data_view.update(mav.msg_true_state, # true states mav.msg_true_state, # estimated states mav.msg_true_state, # commanded states SIM.ts_simulation) if VIDEO == True: video.update(sim_time) #-------increment time------------- sim_time += SIM.ts_simulation if VIDEO == True: video.close()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 26 💡 Suggestions: Add closing quote at line 1 Remove debug print() at line 38 before production
|
intermediate
|
ui
|
debugging
|
Pythoncode:Python
| 0
| 0
| 2,377
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nmavsimPy\n - Chapter 4 assignment for Beard & McLain, PUP, 2012\n - Update history: \n 12/27/2018 - RWB\n 1/17/2019 - RWB\n\"\"\"\nimport sys\nsys.path.append('..')\nimport numpy as np\nimport parameters.simulation_parameters as SIM\n\nfrom chap2.mav_viewer import mav_viewer\n# from chap2.video_writer import video_writer\nfrom chap3.data_viewer import data_viewer\nfrom chap4.mav_dynamics import mav_dynamics\nfrom chap4.wind_simulation import wind_simulation\nfrom time import sleep\n\n# initialize the visualization\nVIDEO = False # True==write video, False==don't write video\nmav_view = mav_viewer() # initialize the mav viewer\ndata_view = data_viewer() # initialize view of data plots\nif VIDEO == True:\n video = video_writer(video_name=\"chap4_video.avi\",\n bounding_box=(0, 0, 1000, 1000),\n output_rate=SIM.ts_video)\n\n# initialize elements of the architecture\nwind = wind_simulation(SIM.ts_simulation)\nmav = mav_dynamics(SIM.ts_simulation)\n\n# initialize the simulation time\nsim_time = SIM.start_time\n\n# main simulation loop\n# sleep(5)\nprint(\"Press Command-Q to exit...\")\nwhile sim_time < SIM.end_time:\n #-------set control surfaces-------------\n if(sim_time<25):\n delta_e = -0.1\n delta_t = 1.0 # 0.5\n delta_a = 0.0 # 0.0\n delta_r = 0.0 # 0.005\n delta = np.array([[delta_e, delta_t, delta_a, delta_r]]).T # transpose to make it a column vector\n else:\n delta_e = -0.3\n delta_t = 1.0#0.5\n delta_a = 0.01#0.0\n delta_r = 0.00025#0.005\n delta = np.array([[delta_e, delta_t, delta_a, delta_r]]).T # transpose to make it a column vector\n\n #-------physical system-------------\n current_wind = wind.update() # get the new wind vector\n # print(\"current wind: \", current_wind)\n mav.update_state(delta, current_wind) # propagate the MAV dynamics\n\n #-------update viewer-------------\n mav_view.update(mav.msg_true_state) # plot body of MAV\n data_view.update(mav.msg_true_state, # true states\n mav.msg_true_state, # estimated states\n mav.msg_true_state, # commanded states\n SIM.ts_simulation)\n if VIDEO == True:\n video.update(sim_time)\n\n #-------increment time-------------\n sim_time += SIM.ts_simulation\n\nif VIDEO == True:\n video.close()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 6\n Unexpected indentation at line 26\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1\n Remove debug print() at line 38 before production"}]
| false
| null | null | null |
139b6ad51a7b83cb108f4b1bb43a2ce22b27cc6e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os.path as osp import sys import numpy as np import mmcv
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
beginner
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 63
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os.path as osp\nimport sys\nimport numpy as np\nimport mmcv"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
139b92054f917712ecbfacdc663b9fc7eea6103f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from flask import abort from guniflask.context import service from ..config.jwt_config import jwt_manager @service class AccountService: accounts = { 'root': { 'authorities': ['role_admin'], 'password': '123456', } } def login(self, username: str, password: str): if username not in self.accounts or self.accounts[username]['password'] != password: return abort(403) account = self.accounts[username] token = jwt_manager.create_access_token(authorities=account['authorities'], username=username) return { 'username': username, 'access_token': token, } def get(self, username: str): if username not in self.accounts: return abort(404) return { 'username': username, 'authorities': self.accounts[username]['authorities'] }
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 918
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom flask import abort\nfrom guniflask.context import service\n\nfrom ..config.jwt_config import jwt_manager\n\n\n@service\nclass AccountService:\n accounts = {\n 'root': {\n 'authorities': ['role_admin'],\n 'password': '123456',\n }\n }\n\n def login(self, username: str, password: str):\n if username not in self.accounts or self.accounts[username]['password'] != password:\n return abort(403)\n account = self.accounts[username]\n token = jwt_manager.create_access_token(authorities=account['authorities'], username=username)\n return {\n 'username': username,\n 'access_token': token,\n }\n\n def get(self, username: str):\n if username not in self.accounts:\n return abort(404)\n return {\n 'username': username,\n 'authorities': self.accounts[username]['authorities']\n }"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
139bcb633d3c2b224334dad0ddfc97013f3a8ff8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pandas as pd I = ["A", "B", "C", "D", "E"] oneDigit = pd.Series([1, 2, 3, 4, 5], pd.Index(I)) twoDigit = pd.Series([10, 20, 30, 40, 50], pd.Index(I)) print "addends:" print oneDigit print twoDigit print print "sum:" print oneDigit + twoDigit print I2 = ["A", "B", "C"] I3 = ["B", "C", "D", "E"] X = pd.Series([0, 1, 2], pd.Index(I2)) Y = pd.Series([10, 20, 0, 0], pd.Index(I3)) print "addends:" print X print Y print print "sum:" print X + Y print A = pd.Series(["hello ", "my ", "name", "is", "brad"]) B = pd.Series(["world", "real"]) print "addends:" print A print B print print "sum: " print A + B
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 8 Fix: Fix indentation to match Python syntax rules
|
intermediate
|
general
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 618
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pandas as pd\n\nI = [\"A\", \"B\", \"C\", \"D\", \"E\"]\n\noneDigit = pd.Series([1, 2, 3, 4, 5], pd.Index(I))\ntwoDigit = pd.Series([10, 20, 30, 40, 50], pd.Index(I))\n\nprint \"addends:\"\nprint oneDigit\nprint twoDigit\nprint\nprint \"sum:\"\nprint oneDigit + twoDigit\nprint\n\nI2 = [\"A\", \"B\", \"C\"]\nI3 = [\"B\", \"C\", \"D\", \"E\"]\nX = pd.Series([0, 1, 2], pd.Index(I2))\n Y = pd.Series([10, 20, 0, 0], pd.Index(I3))\n\nprint \"addends:\"\nprint X\nprint Y\nprint\nprint \"sum:\"\nprint X + Y\nprint\n\nA = pd.Series([\"hello \", \"my \", \"name\", \"is\", \"brad\"])\nB = pd.Series([\"world\", \"real\"])\n\nprint \"addends:\"\nprint A\nprint B\nprint \nprint \"sum: \"\nprint A + B"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 8\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
139ca9c9fd0f3cc444f7df8ee3874d848532508e
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # # (c) 2008-2020 Matthew Shaw # import sys import os import re import logging import nelly from .scanner import Scanner from .program import Program from .types import * class Parser(object): def __init__(self, include_dirs=[]): self.include_dirs = include_dirs + [ os.path.join(nelly.root, 'grammars') ] self.pwd = [] # setup the scanner based on the regular expressions self.scanner = Scanner(os.path.join(nelly.root, 'rules.lex')) # container for the compiled program self.program = Program() self.tokens_stack = [] self.groups_stack = [] self.group_stack = [] self.groups = None self.group = None def Parse(self, grammarFile): grammar = grammarFile.read() self.pwd.append(os.path.dirname(grammarFile.name)) logging.debug('Parsing %s (%d bytes)', grammarFile.name, len(grammar)) self.tokens = self.scanner.Scan(grammar) # keep a reference to the tokens for when included files are parsed self.tokens_stack.append(self.tokens) # iterate over all the tokens while self.tokens: (token,value,line,col) = self.tokens.Next() # handle all the top-level tokens if 'nonterminal' == token: if value.startswith('::'): value = value[2:] self._nonterminal(Types.NONTERMINAL, value) elif 'varterminal' == token: if value.startswith('::'): value = value[2:] self._nonterminal(Types.VARTERMINAL, value) elif 'include' == token: self._include() elif 'start_python_code' == token: if r'<%pre' == value: self.program.preamble.append(self._python_code('pre')) elif r'<%post' == value: self.program.postscript.append(self._python_code('post')) else: raise nelly.error('Please specify pre or post in code section') elif 'start_comment' == token: self._comment() else: raise nelly.error('Unhandled %s %s at %d:%d', token, repr(value), line, col) self.tokens_stack.pop() return self.program ... [9 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 2,372
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#\n# (c) 2008-2020 Matthew Shaw\n#\n\nimport sys\nimport os\nimport re\nimport logging\n\nimport nelly\n\nfrom .scanner import Scanner\nfrom .program import Program\nfrom .types import *\n\n\nclass Parser(object):\n def __init__(self, include_dirs=[]):\n self.include_dirs = include_dirs + [ os.path.join(nelly.root, 'grammars') ]\n self.pwd = []\n\n # setup the scanner based on the regular expressions\n self.scanner = Scanner(os.path.join(nelly.root, 'rules.lex'))\n\n # container for the compiled program\n self.program = Program()\n\n self.tokens_stack = []\n\n self.groups_stack = []\n self.group_stack = []\n self.groups = None\n self.group = None\n\n def Parse(self, grammarFile):\n grammar = grammarFile.read()\n\n self.pwd.append(os.path.dirname(grammarFile.name))\n\n logging.debug('Parsing %s (%d bytes)', grammarFile.name, len(grammar))\n\n self.tokens = self.scanner.Scan(grammar)\n\n # keep a reference to the tokens for when included files are parsed\n self.tokens_stack.append(self.tokens)\n\n # iterate over all the tokens\n while self.tokens:\n (token,value,line,col) = self.tokens.Next()\n\n # handle all the top-level tokens\n if 'nonterminal' == token:\n if value.startswith('::'):\n value = value[2:]\n self._nonterminal(Types.NONTERMINAL, value)\n elif 'varterminal' == token:\n if value.startswith('::'):\n value = value[2:]\n self._nonterminal(Types.VARTERMINAL, value)\n elif 'include' == token:\n self._include()\n elif 'start_python_code' == token:\n if r'<%pre' == value:\n self.program.preamble.append(self._python_code('pre'))\n elif r'<%post' == value:\n self.program.postscript.append(self._python_code('post'))\n else:\n raise nelly.error('Please specify pre or post in code section')\n elif 'start_comment' == token:\n self._comment()\n else:\n raise nelly.error('Unhandled %s %s at %d:%d', token, repr(value), line, col)\n\n self.tokens_stack.pop()\n return self.program\n\n\n ... [9 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
139ccafc558ec94667dba3f86f2f3f760f5cf3e5
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ This module contains helper functions that provide information about how QCoDeS is installed and about what other packages are installed along with QCoDeS """ import sys from typing import Dict, List, Optional import subprocess import json import logging import requirements if sys.version_info >= (3, 8): from importlib.metadata import distribution, version, PackageNotFoundError else: # 3.7 and earlier from importlib_metadata import distribution, version, PackageNotFoundError import qcodes log = logging.getLogger(__name__) def is_qcodes_installed_editably() -> Optional[bool]: """ Try to ask pip whether QCoDeS is installed in editable mode and return the answer a boolean. Returns None if pip somehow did not respond as expected. """ answer: Optional[bool] try: pipproc = subprocess.run(['python', '-m', 'pip', 'list', '-e', '--no-index', '--format=json'], check=True, stdout=subprocess.PIPE) e_pkgs = json.loads(pipproc.stdout.decode('utf-8')) answer = any([d["name"] == 'qcodes' for d in e_pkgs]) except Exception as e: # we actually do want a catch-all here log.warning(f'{type(e)}: {str(e)}') answer = None return answer def get_qcodes_version() -> str: """ Get the version of the currently installed QCoDeS """ return qcodes.version.__version__ def get_qcodes_requirements() -> List[str]: """ Return a list of the names of the packages that QCoDeS requires """ qc_pkg = distribution('qcodes').requires if qc_pkg is None: return [] package_names = [list(requirements.parse(req))[0].name for req in qc_pkg] return package_names def get_qcodes_requirements_versions() -> Dict[str, str]: """ Return a dictionary of the currently installed versions of the packages that QCoDeS requires. The dict maps package name to version string. If an (optional) dependency is not installed the name maps to "Not installed". """ req_names = get_qcodes_requirements() req_versions = {} for req in req_names: try: req_versions[req] = version(req) except PackageNotFoundError: req_versions[req] = "Not installed" return req_versions
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 42 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 80 ✨ Improvements: Add closing quote at line 1
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 4
| 0
| 2,363
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nThis module contains helper functions that provide information about how\nQCoDeS is installed and about what other packages are installed along with\nQCoDeS\n\"\"\"\nimport sys\nfrom typing import Dict, List, Optional\nimport subprocess\nimport json\nimport logging\nimport requirements\n\nif sys.version_info >= (3, 8):\n from importlib.metadata import distribution, version, PackageNotFoundError\nelse:\n # 3.7 and earlier\n from importlib_metadata import distribution, version, PackageNotFoundError\nimport qcodes\n\n\nlog = logging.getLogger(__name__)\n\n\ndef is_qcodes_installed_editably() -> Optional[bool]:\n \"\"\"\n Try to ask pip whether QCoDeS is installed in editable mode and return\n the answer a boolean. Returns None if pip somehow did not respond as\n expected.\n \"\"\"\n\n answer: Optional[bool]\n\n try:\n pipproc = subprocess.run(['python', '-m', 'pip', 'list', '-e', '--no-index',\n '--format=json'],\n check=True,\n stdout=subprocess.PIPE)\n e_pkgs = json.loads(pipproc.stdout.decode('utf-8'))\n answer = any([d[\"name\"] == 'qcodes' for d in e_pkgs])\n except Exception as e: # we actually do want a catch-all here\n log.warning(f'{type(e)}: {str(e)}')\n answer = None\n\n return answer\n\n\ndef get_qcodes_version() -> str:\n \"\"\"\n Get the version of the currently installed QCoDeS\n \"\"\"\n return qcodes.version.__version__\n\n\ndef get_qcodes_requirements() -> List[str]:\n \"\"\"\n Return a list of the names of the packages that QCoDeS requires\n \"\"\"\n qc_pkg = distribution('qcodes').requires\n if qc_pkg is None:\n return []\n package_names = [list(requirements.parse(req))[0].name for req in qc_pkg]\n\n return package_names\n\n\ndef get_qcodes_requirements_versions() -> Dict[str, str]:\n \"\"\"\n Return a dictionary of the currently installed versions of the packages\n that QCoDeS requires. The dict maps package name to version string.\n If an (optional) dependency is not installed the name maps to \"Not installed\".\n \"\"\"\n\n req_names = get_qcodes_requirements()\n\n req_versions = {}\n\n for req in req_names:\n try:\n req_versions[req] = version(req)\n except PackageNotFoundError:\n req_versions[req] = \"Not installed\"\n\n return req_versions"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\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 35\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 61\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 80\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
139d2344b35cd1e7a61819201ca64cbfee2afef8
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from django.shortcuts import render from django.http import JsonResponse from .models import FieldCategory def fieldname_values(request): if request.method == "GET": fieldname = request.GET['fieldname'] query = request.GET.get('q') q_kwargs= dict( fieldname=fieldname, ) if query: q_kwargs['value__icontains'] = query fc = FieldCategory.objects.filter( **q_kwargs ).order_by("-count").values('value') return JsonResponse(list(fc), safe=False) elif request.method == "POST": fieldname = request.POST['fieldname'] value = request.POST['value'] fc, created = FieldCategory.objects.get_or_create( fieldname=fieldname, value=value ) return JsonResponse({'status': 'ok'}) def fieldname_value_count(request): # just let it explode if people don't POST properly fieldname = request.POST['fieldname'] value = request.POST['value'] fc = FieldCategory.objects.get( fieldname=fieldname, value=value ) fc.count += 1 fc.save() return JsonResponse({'status': 'ok'})
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 32 ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add closing quote at line 32 Add docstring to function 'fieldname_value_count'
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,177
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom django.shortcuts import render\nfrom django.http import JsonResponse\n\nfrom .models import FieldCategory\n\n\ndef fieldname_values(request):\n if request.method == \"GET\":\n fieldname = request.GET['fieldname']\n query = request.GET.get('q')\n q_kwargs= dict(\n fieldname=fieldname,\n )\n if query:\n q_kwargs['value__icontains'] = query\n fc = FieldCategory.objects.filter(\n **q_kwargs\n ).order_by(\"-count\").values('value')\n return JsonResponse(list(fc), safe=False)\n\n elif request.method == \"POST\":\n fieldname = request.POST['fieldname']\n value = request.POST['value']\n fc, created = FieldCategory.objects.get_or_create(\n fieldname=fieldname,\n value=value\n )\n return JsonResponse({'status': 'ok'})\n\n\ndef fieldname_value_count(request):\n # just let it explode if people don't POST properly\n fieldname = request.POST['fieldname']\n value = request.POST['value']\n fc = FieldCategory.objects.get(\n fieldname=fieldname,\n value=value\n )\n fc.count += 1\n fc.save()\n return JsonResponse({'status': 'ok'})"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 32\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 32\n Add docstring to function 'fieldname_value_count'"}]
| false
| null | null | null |
139d2693f9221f951071ee2118de0f027b954129
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # tests/test_provider_Mongey_kafka-connect.py # Automatically generated by tools/makecode.py (24-Sep-2021 15:20:11 UTC) def test_provider_import(): import terrascript.provider.Mongey.kafka_connect def test_resource_import(): from terrascript.resource.Mongey.kafka_connect import kafka_connect_connector # TODO: Shortcut imports without namespace for official and supported providers. # TODO: This has to be moved into a required_providers bl # def test_version_source(): # # import terrascript.provider.Mongey.kafka_connect # # t = terrascript.provider.Mongey.kafka_connect.kafka_connect() # s = str(t) # # assert 'https://github.com/Mongey/terraform-provider-kafka-connect' in s # assert '0.2.3' in s
|
Syntax Analysis: Syntax Errors Found: • Block at line 16 has no indented body Fixes: • Unresolved TODO/FIXME at line 13 • Unresolved TODO/FIXME at line 15
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 2
| 0
| 742
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# tests/test_provider_Mongey_kafka-connect.py\n# Automatically generated by tools/makecode.py (24-Sep-2021 15:20:11 UTC)\n\n\ndef test_provider_import():\n import terrascript.provider.Mongey.kafka_connect\n\n\ndef test_resource_import():\n from terrascript.resource.Mongey.kafka_connect import kafka_connect_connector\n\n\n# TODO: Shortcut imports without namespace for official and supported providers.\n\n# TODO: This has to be moved into a required_providers bl\n# def test_version_source():\n#\n# import terrascript.provider.Mongey.kafka_connect\n#\n# t = terrascript.provider.Mongey.kafka_connect.kafka_connect()\n# s = str(t)\n#\n# assert 'https://github.com/Mongey/terraform-provider-kafka-connect' in s\n# assert '0.2.3' in s"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 16 has no indented body\n\n Fixes:\n \u2022 Unresolved TODO/FIXME at line 13\n \u2022 Unresolved TODO/FIXME at line 15"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
139d4a4bd97d70f26bdab675ca59d3c9590754fc
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from flask import Flask, render_template, request, redirect, jsonify, g from flask import url_for, flash, make_response from flask import session as login_session from sqlalchemy import create_engine, asc from sqlalchemy.orm import sessionmaker from models import Base, Category, Item, User from oauth2client.client import flow_from_clientsecrets from oauth2client.client import FlowExchangeError import httplib2 import json # Complete this line def showLogin(): """JSON API to view entire catalog Information.""" return render_template('login.html') # Third Party Oauth callback @app.route('/oauth/<provider>', methods=['POST']) ... [13 more functiondefs truncated] ...
|
The missing line is: import requests
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 684
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom flask import Flask, render_template, request, redirect, jsonify, g\nfrom flask import url_for, flash, make_response\nfrom flask import session as login_session\nfrom sqlalchemy import create_engine, asc\nfrom sqlalchemy.orm import sessionmaker\nfrom models import Base, Category, Item, User\nfrom oauth2client.client import flow_from_clientsecrets\nfrom oauth2client.client import FlowExchangeError\nimport httplib2\nimport json\n # Complete this line\n\ndef showLogin():\n \"\"\"JSON API to view entire catalog Information.\"\"\"\n return render_template('login.html')\n\n\n# Third Party Oauth callback\n@app.route('/oauth/<provider>', methods=['POST'])\n\n ... [13 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\nimport requests"}]
| false
| null | null | null |
139ed09f5c5b42cbc50f76d8cc6ce28401b30b04
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from .echo import echo, set_quiet from .errors import NooException, cancel from .store import STORE, FileStore, Store __all__ = ( "FileStore", Error: SyntaxError / EOF
|
Fixed Code: from .echo import echo, set_quiet from .errors import NooException, cancel from .store import STORE, FileStore, Store __all__ = ( "FileStore", "NooException", "Store", "STORE", "cancel", "echo", Explanation: Complete the truncated code structure
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 147
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom .echo import echo, set_quiet\nfrom .errors import NooException, cancel\nfrom .store import STORE, FileStore, Store\n\n__all__ = (\n \"FileStore\",\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom .echo import echo, set_quiet\nfrom .errors import NooException, cancel\nfrom .store import STORE, FileStore, Store\n\n__all__ = (\n \"FileStore\",\n \"NooException\",\n \"Store\",\n \"STORE\",\n \"cancel\",\n \"echo\",\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
139ed5391c8324e35fd54e409887ff876db4d1d0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright Allen Institute for Artificial Intelligence 2017 def queue_get(que): res = None while True: try: res = que.get(block=True, timeout=0.5) break except Empty: pass return res class NumpyAwareEncoder(json.JSONEncoder): def default(self, obj): if isinstance(obj, np.generic): return np.asscalar(obj) return super(NumpyAwareEncoder, self).default(obj) class BufferedIO(object): def __init__(self, wfile): self.wfile = wfile self.data = [] def write(self, output): self.data.append(output) def flush(self): self.wfile.write(b"".join(self.data)) self.wfile.flush() def close(self): return self.wfile.close() @property def closed(self): return self.wfile.closed class ThorRequestHandler(werkzeug.serving.WSGIRequestHandler): def run_wsgi(self): old_wfile = self.wfile self.wfile = BufferedIO(self.wfile) result = super(ThorRequestHandler, self).run_wsgi() self.wfile = old_wfile return result class MultiAgentEvent(object): def __init__(self, active_agent_id, events): self._active_event = events[active_agent_id] self.metadata = self._active_event.metadata self.screen_width = self._active_event.screen_width self.screen_height = self._active_event.screen_height self.events = events self.third_party_camera_frames = [] # XXX add methods for depth,sem_seg @property def cv2img(self): return self._active_event.cv2img def add_third_party_camera_image(self, third_party_image_data): self.third_party_camera_frames.append(read_buffer_image(third_party_image_data, self.screen_width, self.screen_height)) def read_buffer_image(buf, width, height, flip_y=True, flip_x=False, dtype=np.uint8, flip_rb_colors=False): im_bytes = np.frombuffer(buf.tobytes(), dtype=dtype) if sys.version_info.major < 3 \ else np.frombuffer(buf, dtype=dtype) im = im_bytes.reshape(height, width, -1) if flip_y: im = np.flip(im, axis=0) if flip_x: im = np.flip(im, axis=1) if flip_rb_colors: im = im[..., ::-1] return im def unique_rows(arr, return_index=False, return_inverse=False): arr = np.ascontiguousarray(arr).copy() b = arr.view(np.dtype((np.void, arr.dtype.itemsize * arr.shape[1]))) if return_inverse: _, idx, inv = np.unique(b, return_index=True, return_inverse=True) else: _, idx = np.unique(b, return_index=True) unique = arr[idx] if return_index and return_inverse: return unique, idx, inv elif return_index: return unique, idx elif return_inverse: return unique, inv else: return unique ... [36 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 12 has no indented body Block at line 46 has no indented body Invalid syntax at line 98: ... [36 more classdefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 4 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 10 Unexpected indentation at line 17 Unexpected indentation at line 22 Unexpected indentation at line 29 Unexpected indentation at line 35 Unexpected indentation at line 41 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 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 58 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 72 Unexpected indentation at line 74 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 85 Unexpected indentation at line 87 Unexpected indentation at line 88 Unexpected indentation at line 90 Unexpected indentation at line 92 Unexpected indentation at line 94 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
| 13
| 4
| 2,910
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright Allen Institute for Artificial Intelligence 2017\ndef queue_get(que):\n res = None\n while True:\n try:\n res = que.get(block=True, timeout=0.5)\n break\n except Empty:\n pass\n return res\n\nclass NumpyAwareEncoder(json.JSONEncoder):\n\n def default(self, obj):\n if isinstance(obj, np.generic):\n return np.asscalar(obj)\n return super(NumpyAwareEncoder, self).default(obj)\n\nclass BufferedIO(object):\n def __init__(self, wfile):\n self.wfile = wfile\n self.data = []\n\n def write(self, output):\n self.data.append(output)\n\n def flush(self):\n self.wfile.write(b\"\".join(self.data))\n self.wfile.flush()\n\n def close(self):\n return self.wfile.close()\n\n @property\n def closed(self):\n return self.wfile.closed\n\nclass ThorRequestHandler(werkzeug.serving.WSGIRequestHandler):\n def run_wsgi(self):\n old_wfile = self.wfile\n self.wfile = BufferedIO(self.wfile)\n result = super(ThorRequestHandler, self).run_wsgi()\n self.wfile = old_wfile\n return result\n\nclass MultiAgentEvent(object):\n\n def __init__(self, active_agent_id, events):\n self._active_event = events[active_agent_id]\n self.metadata = self._active_event.metadata\n self.screen_width = self._active_event.screen_width\n self.screen_height = self._active_event.screen_height\n self.events = events\n self.third_party_camera_frames = []\n # XXX add methods for depth,sem_seg\n\n @property\n def cv2img(self):\n return self._active_event.cv2img\n\n def add_third_party_camera_image(self, third_party_image_data):\n self.third_party_camera_frames.append(read_buffer_image(third_party_image_data, self.screen_width, self.screen_height))\n\n\ndef read_buffer_image(buf, width, height, flip_y=True, flip_x=False, dtype=np.uint8,\n flip_rb_colors=False):\n im_bytes = np.frombuffer(buf.tobytes(), dtype=dtype) if sys.version_info.major < 3 \\\n else np.frombuffer(buf, dtype=dtype)\n im = im_bytes.reshape(height, width, -1)\n if flip_y:\n im = np.flip(im, axis=0)\n if flip_x:\n im = np.flip(im, axis=1)\n if flip_rb_colors:\n im = im[..., ::-1]\n\n return im\n\n\ndef unique_rows(arr, return_index=False, return_inverse=False):\n arr = np.ascontiguousarray(arr).copy()\n b = arr.view(np.dtype((np.void, arr.dtype.itemsize * arr.shape[1])))\n if return_inverse:\n _, idx, inv = np.unique(b, return_index=True, return_inverse=True)\n else:\n _, idx = np.unique(b, return_index=True)\n unique = arr[idx]\n if return_index and return_inverse:\n return unique, idx, inv\n elif return_index:\n return unique, idx\n elif return_inverse:\n return unique, inv\n else:\n return unique\n\n\n ... [36 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 12 has no indented body\n Block at line 46 has no indented body\n Invalid syntax at line 98: ... [36 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 4\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 10\n Unexpected indentation at line 17\n Unexpected indentation at line 22\n Unexpected indentation at line 29\n Unexpected indentation at line 35\n Unexpected indentation at line 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 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 58\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 72\n Unexpected indentation at line 74\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 85\n Unexpected indentation at line 87\n Unexpected indentation at line 88\n Unexpected indentation at line 90\n Unexpected indentation at line 92\n Unexpected indentation at line 94\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
139f6d8d256ac39b6d5d2e96db49c8e71d3fc905
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from setuptools import setup setup(name='mydocstring', version='0.2.7', description="""A tool for extracting and converting Google-style docstrings to plain-text, markdown, and JSON.""", url='http://github.com/ooreilly/mydocstring', author="Ossian O'Reilly", license='MIT', packages=['mydocstring'], install_requires=['mako', 'docopt', entry_points = { 'console_scripts': [ 'mydocstring=mydocstring.docstring:main', ],}, package_data={'mydocstring': ['templates/google_docstring.md']}, zip_safe=False)
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Unmatched closing bracket ')' at line 18 • Unclosed '(' at line 3 - expected ')' Fixes: • Add closing quote at line 5 • Add closing ')' bracket • Add closing ']' bracket
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intermediate
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api
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syntax_repair
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Pythoncode:Python
| 0
| 0
| 624
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom setuptools import setup\n \nsetup(name='mydocstring',\n version='0.2.7',\n description=\"\"\"A tool for extracting and converting Google-style docstrings to\n plain-text, markdown, and JSON.\"\"\",\n url='http://github.com/ooreilly/mydocstring',\n author=\"Ossian O'Reilly\",\n license='MIT',\n packages=['mydocstring'],\n install_requires=['mako', 'docopt',\n entry_points = {\n 'console_scripts': [\n 'mydocstring=mydocstring.docstring:main',\n ],},\n package_data={'mydocstring': ['templates/google_docstring.md']}, \n \n zip_safe=False)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Unmatched closing bracket ')' at line 18\n \u2022 Unclosed '(' at line 3 - expected ')'\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Add closing ')' bracket\n \u2022 Add closing ']' bracket"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
139f98ba0220830de5e89cabcde17bead64e5fb5
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: # -*- coding: utf-8 -*- # # Copyright (c) 2020~2999 - Cologler <skyoflw@gmail.com> # ---------- # # ---------- import bson import struct from ..err import SerializeError from ..abc import * from ..core import register_format @register_format('bson', '.bson') class BsonSerializer(ISerializer): format_name = 'bson' def loadb(self, b: bytes, options: dict) -> Any: kwargs = {} kwargs.update(Options.pop_origin_kwargs(options)) self.check_options(options) try: return bson.loads(b, **kwargs) except Exception as e: raise SerializeError(e) def dumpb(self, obj, options: dict) -> bytes: kwargs = {} kwargs.update(Options.pop_origin_kwargs(options)) self.check_options(options) try: return bson.dumps(obj, **kwargs) except Exception as e: raise SerializeError(e)
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Functions: loadb, dumpb Classes: BsonSerializer This code demonstrates Pythoncode:Python programming.
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advanced
|
database
|
code_explanation
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Pythoncode:Python
| 2
| 1
| 903
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n#\n# Copyright (c) 2020~2999 - Cologler <skyoflw@gmail.com>\n# ----------\n#\n# ----------\n\nimport bson\nimport struct\n\nfrom ..err import SerializeError\nfrom ..abc import *\nfrom ..core import register_format\n\n@register_format('bson', '.bson')\nclass BsonSerializer(ISerializer):\n format_name = 'bson'\n\n def loadb(self, b: bytes, options: dict) -> Any:\n kwargs = {}\n kwargs.update(Options.pop_origin_kwargs(options))\n self.check_options(options)\n try:\n return bson.loads(b, **kwargs)\n except Exception as e:\n raise SerializeError(e)\n\n def dumpb(self, obj, options: dict) -> bytes:\n kwargs = {}\n kwargs.update(Options.pop_origin_kwargs(options))\n self.check_options(options)\n try:\n return bson.dumps(obj, **kwargs)\n except Exception as e:\n raise SerializeError(e)"}, {"role": "assistant", "content": " Functions: loadb, dumpb\n Classes: BsonSerializer\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
13a03223c85f270b2a1843680f883661d539e4c0
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: # -*- encoding: utf-8 -*- import json import os import shutil import tempfile from collections import OrderedDict from datetime import timedelta from pyparsing import ParseBaseException, ParseException, ParseSyntaxException import mock import pytest from pyhocon import (ConfigFactory, ConfigParser, ConfigSubstitutionException, ConfigTree) from pyhocon.exceptions import (ConfigException, ConfigMissingException, class TestConfigParser(object): def test_parse_simple_value(self): config = ConfigFactory.parse_string( """t = { c = 5 "d" = true e.y = { f: 7 g: "hey dude!" h: hey man i = \"\"\" "first line" "second" line \"\"\" } j = [1, 2, 3] u = 192.168.1.3/32 g = null } """ ) assert config.get_string('t.c') == '5' assert config.get_int('t.c') == 5
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 18 • Unclosed '(' at line 14 - expected ')' 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
| 4
| 1
| 1,091
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- encoding: utf-8 -*-\n\nimport json\nimport os\nimport shutil\nimport tempfile\nfrom collections import OrderedDict\nfrom datetime import timedelta\n\nfrom pyparsing import ParseBaseException, ParseException, ParseSyntaxException\nimport mock\nimport pytest\nfrom pyhocon import (ConfigFactory, ConfigParser, ConfigSubstitutionException, ConfigTree)\nfrom pyhocon.exceptions import (ConfigException, ConfigMissingException,\nclass TestConfigParser(object):\n def test_parse_simple_value(self):\n config = ConfigFactory.parse_string(\n \"\"\"t = {\n c = 5\n \"d\" = true\n e.y = {\n f: 7\n g: \"hey dude!\"\n h: hey man\n i = \\\"\\\"\\\"\n \"first line\"\n \"second\" line\n \\\"\\\"\\\"\n }\n j = [1, 2, 3]\n u = 192.168.1.3/32\n g = null\n }\n \"\"\"\n )\n\n assert config.get_string('t.c') == '5'\n assert config.get_int('t.c') == 5"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 18\n \u2022 Unclosed '(' at line 14 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13a130fcf753fdc5859f92859bfe939d85633259
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python # Copyright (c) 2018-2020 Intel Corporation # # This work is licensed under the terms of the MIT license. # For a copy, see <https://opensource.org/licenses/MIT>. class ScenarioManager(object): """ Basic scenario manager class. This class holds all functionality required to start, and analyze a scenario. The user must not modify this class. To use the ScenarioManager: 1. Create an object via manager = ScenarioManager() 2. Load a scenario via manager.load_scenario() 3. Trigger the execution of the scenario manager.run_scenario() This function is designed to explicitly control start and end of the scenario execution 4. Trigger a result evaluation with manager.analyze_scenario() 5. If needed, cleanup with manager ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ def __init__(self, debug_mode=False, sync_mode=False, timeout=2.0): """ Setups up the parameters, which will be filled at load_scenario()
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advanced
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api
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 800
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n\n# Copyright (c) 2018-2020 Intel Corporation\n#\n# This work is licensed under the terms of the MIT license.\n# For a copy, see <https://opensource.org/licenses/MIT>.\n\nclass ScenarioManager(object):\n\n \"\"\"\n Basic scenario manager class. This class holds all functionality\n required to start, and analyze a scenario.\n\n The user must not modify this class.\n\n To use the ScenarioManager:\n 1. Create an object via manager = ScenarioManager()\n 2. Load a scenario via manager.load_scenario()\n 3. Trigger the execution of the scenario manager.run_scenario()\n This function is designed to explicitly control start and end of\n the scenario execution\n 4. Trigger a result evaluation with manager.analyze_scenario()\n 5. If needed, cleanup with manager\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n \"\"\"\n\n def __init__(self, debug_mode=False, sync_mode=False, timeout=2.0):\n \"\"\"\n Setups up the parameters, which will be filled at load_scenario()"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
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13a1474b58c5efbf18c61bee86e2d5e292bdda41
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TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # # This source file is part of the EdgeDB open source project. # # Copyright 2008-present MagicStack Inc. and the EdgeDB 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. # from __future__ import annotations from typing import * import hashlib from edb import errors from edb.common import struct from edb.edgeql import ast as qlast from . import delta as sd from . import inheriting from . import objects as so from . import schema as s_schema from . import name as sn from . import utils class Ref Error: SyntaxError / EOF
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Fixed Code: # # This source file is part of the EdgeDB open source project. # # Copyright 2008-present MagicStack Inc. and the EdgeDB 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. # from __future__ import annotations Explanation: Complete the truncated code structure
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advanced
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api
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error_fixing
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Pythoncode:Python
| 3
| 1
| 1,014
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#\n# This source file is part of the EdgeDB open source project.\n#\n# Copyright 2008-present MagicStack Inc. and the EdgeDB authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\n\nfrom __future__ import annotations\nfrom typing import *\n\nimport hashlib\n\nfrom edb import errors\n\nfrom edb.common import struct\n\nfrom edb.edgeql import ast as qlast\n\nfrom . import delta as sd\nfrom . import inheriting\nfrom . import objects as so\nfrom . import schema as s_schema\nfrom . import name as sn\nfrom . import utils\n\n\nclass Ref\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#\n# This source file is part of the EdgeDB open source project.\n#\n# Copyright 2008-present MagicStack Inc. and the EdgeDB authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\n\nfrom __future__ import annotations\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13a20e94df54130a998b207ca8a8c8a5a8437f0f
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from calendar import month_name class Tools: def __init__(self): self.output = "" def formatDate(self, date): elements = date.split("-") return f"{elements[2]}. {month_name[int(elements[1])]} {elements[0]}" def shortenText(self, string, n): #return first n sentences from string first = string.find(".") for _ in range(n - 1): if not string.find(".", first + 1) == -1: first = string.find(".", first + 1) return f"{string[:first-len(string)]}." def tupleUnpack(self, tup): self.output = "" for item in tup: self.output += f"{item} " return self.output[:-1] def joinList(self, list): self.output = "" for item in list: self.output += f"{item}, " return self.output[:-2] #remove last ', ' def partialJoin(self, list, n): self.output = "" i = 0 for item in list: self.output += f"{item}, " i += 1 if i >= n: break return self.output[:-2] def processFilmography(self, list, n): self.output = "" i = 0 for item in list: if 'year' in item: self.output += f"{item['title']} ({item['year']}), " else: self.output += f"{item['title'].replace(' ()', '')}, " i += 1 if i >= n: break return self.output[:-2] def convertTime(self, runtime): time = int(runtime) mins = time % 60 hours = int(time / 60) if hours >= 1: return f"{hours} h {mins} min" else: return f"{mins} min"
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Functions: __init__, formatDate, shortenText, tupleUnpack, joinList Classes: Tools This code demonstrates Pythoncode:Python programming.
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advanced
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database
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code_explanation
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Pythoncode:Python
| 8
| 1
| 1,740
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom calendar import month_name\n\nclass Tools:\n def __init__(self):\n self.output = \"\"\n \n def formatDate(self, date):\n elements = date.split(\"-\")\n return f\"{elements[2]}. {month_name[int(elements[1])]} {elements[0]}\"\n\n def shortenText(self, string, n): #return first n sentences from string\n first = string.find(\".\")\n for _ in range(n - 1):\n if not string.find(\".\", first + 1) == -1:\n first = string.find(\".\", first + 1)\n return f\"{string[:first-len(string)]}.\"\n\n def tupleUnpack(self, tup):\n self.output = \"\"\n for item in tup:\n self.output += f\"{item} \"\n return self.output[:-1]\n \n def joinList(self, list):\n self.output = \"\"\n for item in list:\n self.output += f\"{item}, \"\n return self.output[:-2] #remove last ', '\n \n def partialJoin(self, list, n):\n self.output = \"\"\n i = 0\n for item in list:\n self.output += f\"{item}, \"\n i += 1\n if i >= n:\n break\n return self.output[:-2]\n \n def processFilmography(self, list, n):\n self.output = \"\"\n i = 0\n for item in list:\n if 'year' in item:\n self.output += f\"{item['title']} ({item['year']}), \"\n else:\n self.output += f\"{item['title'].replace(' ()', '')}, \"\n i += 1\n if i >= n:\n break\n return self.output[:-2]\n\n def convertTime(self, runtime):\n time = int(runtime)\n mins = time % 60\n hours = int(time / 60)\n if hours >= 1:\n return f\"{hours} h {mins} min\"\n else:\n return f\"{mins} min\""}, {"role": "assistant", "content": " Functions: __init__, formatDate, shortenText, tupleUnpack, joinList\n Classes: Tools\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
13a2d4c2633ce0ba08875637d40181583a434b5a
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- #__Author__ = 烽火戏诸侯 #_PlugName_ = Shop7z /admin/lipinadd.asp越权访问 import re def assign(service, arg): if service == "shop7z": return True, arg def audit(arg): payload = 'admin/lipinadd.asp' target = arg + payload code, head,res, errcode, _ = curl.curl2(target) if code == 200 and 'name="lipinname"' in res and 'name="showflag"' in res: security_hole(target) if __name__ == '__main__': from dummy import * audit(assign('shop7z', 'http://www.99ysbjw.com/')[1])
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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api
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refactoring
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Pythoncode:Python
| 2
| 0
| 583
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python\r\n# -*- coding: utf-8 -*-\r\n#__Author__ = \u70fd\u706b\u620f\u8bf8\u4faf\r\n#_PlugName_ = Shop7z /admin/lipinadd.asp\u8d8a\u6743\u8bbf\u95ee\r\nimport re\r\n\r\ndef assign(service, arg):\r\n if service == \"shop7z\":\r\n return True, arg\r\n\r\ndef audit(arg):\r\n payload = 'admin/lipinadd.asp'\r\n target = arg + payload\r\n code, head,res, errcode, _ = curl.curl2(target) \r\n if code == 200 and 'name=\"lipinname\"' in res and 'name=\"showflag\"' in res:\r\n security_hole(target)\r\n \r\n\r\nif __name__ == '__main__':\r\n from dummy import *\r\n audit(assign('shop7z', 'http://www.99ysbjw.com/')[1])"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
13a338753672931f84d30f4a3787e44f246ba8c1
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Copyright (c) 2018-2021 Manfred Moitzi # License: MIT License # source: http://www.lee-mac.com/bulgeconversion.html # source: http://www.afralisp.net/archive/lisp/Bulges1.htm from typing import Any, TYPE_CHECKING, Tuple import math from ezdxf.math import Vec2 def polar(p: Any, angle: float, distance: float) -> Vec2: """ Returns the point at a specified `angle` and `distance` from point `p`. Args: p: point as :class:`Vec2` compatible object angle: angle in radians distance: distance """ return Vec2(p) + Vec2.from_angle(angle, distance) def angle(p1: Any, p2: Any) -> float: """ Returns angle a line defined by two endpoints and x-axis in radians. Args: p1: start point as :class:`Vec2` compatible object p2: end point as :class:`Vec2` compatible object """ return (Vec2(p2) - Vec2(p1)).angle def arc_to_bulge(center: 'Vertex', start_angle: float, end_angle: float, radius: float) -> Tuple['Vec2', 'Vec2', float]: """ Returns bulge parameters from arc parameters. Args: center: circle center point as :class:`Vec2` compatible object start_angle: start angle in radians end_angle: end angle in radians radius: circle radius Returns: tuple: (start_point, end_point, bulge) """ start_point = polar(center, start_angle, radius) end_point = polar(center, end_angle, radius) pi2 = math.pi * 2 a = math.fmod((pi2 + (end_angle - start_angle)), pi2) / 4. bulge = math.sin(a) / math.cos(a) return start_point, end_point, bulge def bulge_3_points(start_point: 'Vertex', end_point: 'Vertex', point: 'Vertex') -> float: """ Returns bulge value defined by three points. Based on 3-Points to Bulge by `Lee Mac`_. Args: start_point: start point as :class:`Vec2` compatible object end_point: end point as :class:`Vec2` compatible object point: arbitrary point as :class:`Vec2` compatible object """ a = (math.pi - angle(point, start_point) + angle(point, end_point)) / 2 return math.sin(a) / math.cos(a) ... [4 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 10 • IndentationError at line 68 Fixes: • Complete the expression on the last line • Add closing quote at line 10 • Fix indentation to match Python syntax rules
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 4
| 0
| 2,201
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Copyright (c) 2018-2021 Manfred Moitzi\n# License: MIT License\n# source: http://www.lee-mac.com/bulgeconversion.html\n# source: http://www.afralisp.net/archive/lisp/Bulges1.htm\nfrom typing import Any, TYPE_CHECKING, Tuple\nimport math\nfrom ezdxf.math import Vec2\n\ndef polar(p: Any, angle: float, distance: float) -> Vec2:\n \"\"\" Returns the point at a specified `angle` and `distance` from point `p`.\n\n Args:\n p: point as :class:`Vec2` compatible object\n angle: angle in radians\n distance: distance\n\n \"\"\"\n return Vec2(p) + Vec2.from_angle(angle, distance)\n\n\ndef angle(p1: Any, p2: Any) -> float:\n \"\"\" Returns angle a line defined by two endpoints and x-axis in radians.\n\n Args:\n p1: start point as :class:`Vec2` compatible object\n p2: end point as :class:`Vec2` compatible object\n\n \"\"\"\n return (Vec2(p2) - Vec2(p1)).angle\n\n\ndef arc_to_bulge(center: 'Vertex', start_angle: float, end_angle: float,\n radius: float) -> Tuple['Vec2', 'Vec2', float]:\n \"\"\"\n Returns bulge parameters from arc parameters.\n\n Args:\n center: circle center point as :class:`Vec2` compatible object\n start_angle: start angle in radians\n end_angle: end angle in radians\n radius: circle radius\n\n Returns:\n tuple: (start_point, end_point, bulge)\n\n \"\"\"\n start_point = polar(center, start_angle, radius)\n end_point = polar(center, end_angle, radius)\n pi2 = math.pi * 2\n a = math.fmod((pi2 + (end_angle - start_angle)), pi2) / 4.\n bulge = math.sin(a) / math.cos(a)\n return start_point, end_point, bulge\n\n\ndef bulge_3_points(start_point: 'Vertex', end_point: 'Vertex',\n point: 'Vertex') -> float:\n \"\"\" Returns bulge value defined by three points.\n\n Based on 3-Points to Bulge by `Lee Mac`_.\n\n Args:\n start_point: start point as :class:`Vec2` compatible object\n end_point: end point as :class:`Vec2` compatible object\n point: arbitrary point as :class:`Vec2` compatible object\n\n \"\"\"\n a = (math.pi - angle(point, start_point) + angle(point, end_point)) / 2\n return math.sin(a) / math.cos(a)\n\n\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 Unterminated string literal at line 10\n \u2022 IndentationError at line 68\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 10\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
13a4eaea9e2402891521cc56201ae27b7976fb0d
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # To change this license header, choose License Headers in Project Properties. # To change this template file, choose Tools | Templates # and open the template in the editor. #if __name__ == "__main__": # print "Hello World" ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from ProgrammingEmail import ManageAttachments import jpype import os.path asposeapispath = os.path.join(os.path.abspath("./../../../"), "lib/")
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 229
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# To change this license header, choose License Headers in Project Properties.\n# To change this template file, choose Tools | Templates\n# and open the template in the editor.\n\n#if __name__ == \"__main__\":\n# print \"Hello World\"\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\nfrom ProgrammingEmail import ManageAttachments\nimport jpype\nimport os.path\n\nasposeapispath = os.path.join(os.path.abspath(\"./../../../\"), \"lib/\")"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13a51bb2dfcddb562cef50eb73654bc85d1b9f01
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from prompt_toolkit.key_binding.bindings.named_commands import (accept_line, def get_key_bindings(): # Based on prompt_toolkit.key_binding.defaults.load_key_bindings() return merge_key_bindings([ load_basic_bindings(), load_emacs_bindings(), load_emacs_search_bindings(), load_emacs_page_navigation_bindings(), load_mouse_bindings(), load_cpr_bindings(), custom_key_bindings, ]) r = custom_key_bindings = KeyBindings() def warning_positions(event): document = event.current_buffer.document warnings = get_pyflakes_warnings(document.text, frozenset(event.current_buffer.session._locals)) positions = [] for (row, col, msg, m) in warnings: # Handle SyntaxErrorMessage which is the same warning for the whole # line. if m.col != col: continue pos = document.translate_row_col_to_index(row, col) positions.append(pos) return positions @r.add_binding(Keys.Escape, 'p') def previous_warning(event): positions = warning_positions(event) buffer = event.current_buffer buffer._show_syntax_warning = True if not positions or positions[0] >= buffer.cursor_position: return p = positions[0] for pos in positions: if pos >= buffer.cursor_position: break p = pos event.current_buffer._show_syntax_warning = True event.current_buffer.cursor_position = p @r.add_binding(Keys.Escape, 'n') def next_warning(event): positions = warning_positions(event) buffer = event.current_buffer buffer._show_syntax_warning = True if not positions or positions[-1] <= buffer.cursor_position: return p = positions[-1] for pos in reversed(positions): if pos <= buffer.cursor_position: break
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 1 - expected ')' • SyntaxError: '(' was never closed at line 1 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 7
| 0
| 1,824
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom prompt_toolkit.key_binding.bindings.named_commands import (accept_line,\ndef get_key_bindings():\n # Based on prompt_toolkit.key_binding.defaults.load_key_bindings()\n return merge_key_bindings([\n load_basic_bindings(),\n\n load_emacs_bindings(),\n load_emacs_search_bindings(),\n load_emacs_page_navigation_bindings(),\n\n load_mouse_bindings(),\n load_cpr_bindings(),\n\n custom_key_bindings,\n\n ])\n\nr = custom_key_bindings = KeyBindings()\n\ndef warning_positions(event):\n document = event.current_buffer.document\n warnings = get_pyflakes_warnings(document.text, frozenset(event.current_buffer.session._locals))\n positions = []\n for (row, col, msg, m) in warnings:\n # Handle SyntaxErrorMessage which is the same warning for the whole\n # line.\n if m.col != col:\n continue\n pos = document.translate_row_col_to_index(row, col)\n positions.append(pos)\n return positions\n\n@r.add_binding(Keys.Escape, 'p')\ndef previous_warning(event):\n positions = warning_positions(event)\n buffer = event.current_buffer\n buffer._show_syntax_warning = True\n if not positions or positions[0] >= buffer.cursor_position:\n return\n p = positions[0]\n for pos in positions:\n if pos >= buffer.cursor_position:\n break\n p = pos\n event.current_buffer._show_syntax_warning = True\n event.current_buffer.cursor_position = p\n\n@r.add_binding(Keys.Escape, 'n')\ndef next_warning(event):\n positions = warning_positions(event)\n buffer = event.current_buffer\n buffer._show_syntax_warning = True\n if not positions or positions[-1] <= buffer.cursor_position:\n return\n p = positions[-1]\n for pos in reversed(positions):\n if pos <= buffer.cursor_position:\n break"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 1 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 1\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
13a54ea2fa4b8b8724c32c2f486041ebcedd4707
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from biogeme import * from headers import * from loglikelihood import * from statistics import * from nested import * #import random
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 4 Unexpected indentation at line 6 Unexpected indentation at line 8
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 158
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom biogeme import *\r\n\r\nfrom headers import *\r\n\r\nfrom loglikelihood import *\r\n\r\nfrom statistics import *\r\n\r\nfrom nested import *\r\n\r\n#import random"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 4\n Unexpected indentation at line 6\n Unexpected indentation at line 8"}]
| false
| null | null | null |
13a5765c2edbddbec6f546bc1dadb0d5693914fe
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # 初始化模块 from config import Config from flask import Flask from flask_sqlalchemy import SQLAlchemy # 数据库操作对象 db = SQLAlchemy() # 创建app def create_app(): # flask操作对象 app = Flask(__name__) # 通过配置文件读取并应用配置 app.config.from_object(Config) # 初始化数据库 # Complete this line # 员工管理子系统 from app.view import employee # 职位管理子系统 from app.view import post # 部门管理子系统 from app.view import department # 工资管理子系统 from app.view import salary # 考勤管理子系统 from app.view import attendance # 统一对外接口蓝本 app.register_blueprint(employee) app.register_blueprint(post) app.register_blueprint(department) app.register_blueprint(salary) app.register_blueprint(attendance) return app
|
The missing line is: db.init_app(app)
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 739
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# \u521d\u59cb\u5316\u6a21\u5757\nfrom config import Config\nfrom flask import Flask\nfrom flask_sqlalchemy import SQLAlchemy\n\n# \u6570\u636e\u5e93\u64cd\u4f5c\u5bf9\u8c61\ndb = SQLAlchemy()\n\n\n# \u521b\u5efaapp\ndef create_app():\n # flask\u64cd\u4f5c\u5bf9\u8c61\n app = Flask(__name__)\n # \u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u8bfb\u53d6\u5e76\u5e94\u7528\u914d\u7f6e\n app.config.from_object(Config)\n # \u521d\u59cb\u5316\u6570\u636e\u5e93\n # Complete this line\n\n # \u5458\u5de5\u7ba1\u7406\u5b50\u7cfb\u7edf\n from app.view import employee\n # \u804c\u4f4d\u7ba1\u7406\u5b50\u7cfb\u7edf\n from app.view import post\n # \u90e8\u95e8\u7ba1\u7406\u5b50\u7cfb\u7edf\n from app.view import department\n # \u5de5\u8d44\u7ba1\u7406\u5b50\u7cfb\u7edf\n from app.view import salary\n # \u8003\u52e4\u7ba1\u7406\u5b50\u7cfb\u7edf\n from app.view import attendance\n # \u7edf\u4e00\u5bf9\u5916\u63a5\u53e3\u84dd\u672c\n app.register_blueprint(employee)\n app.register_blueprint(post)\n app.register_blueprint(department)\n app.register_blueprint(salary)\n app.register_blueprint(attendance)\n\n return app"}, {"role": "assistant", "content": "The missing line is:\n db.init_app(app)"}]
| false
| null | null | null |
13a612e58dbc2d528c1a7b3b41902e48fed28775
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import json import web3 class EthereumConnection(): def __init__(self, url_node): self._url_node = url_node self._node_provider = web3.HTTPProvider(self._url_node) self._w3 = web3.Web3(self._node_provider) @property def w3(self): return self._w3 @property def url_node(self): return self._url_node class ContractConnection(): def __init__(self, eth_conn, contract_address, abi_path): self._eth_conn = eth_conn self._contract_address = self._eth_conn.w3.toChecksumAddress(contract_address) self._abi_path = abi_path self.__json_abi = self.__open_abi() self._contract = self._eth_conn.w3.eth.contract( address=self._contract_address, abi=self.__json_abi ) # Complete this line return json.load(open(self._abi_path, "r")) @property def abi(self): return self.__json_abi @property def contract(self): return self._contract @property def address(self): return self._contract_address @property def eth(self): return self._contract.web3.eth @property def w3(self): return self._eth_conn.w3
|
The missing line is: def __open_abi(self):
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 10
| 2
| 1,225
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport json\nimport web3\n\n\nclass EthereumConnection():\n def __init__(self, url_node):\n self._url_node = url_node\n self._node_provider = web3.HTTPProvider(self._url_node)\n self._w3 = web3.Web3(self._node_provider)\n\n @property\n def w3(self):\n return self._w3\n\n @property\n def url_node(self):\n return self._url_node\n\n\nclass ContractConnection():\n def __init__(self, eth_conn, contract_address, abi_path):\n self._eth_conn = eth_conn\n self._contract_address = self._eth_conn.w3.toChecksumAddress(contract_address)\n self._abi_path = abi_path\n\n self.__json_abi = self.__open_abi()\n self._contract = self._eth_conn.w3.eth.contract(\n address=self._contract_address,\n abi=self.__json_abi\n )\n\n # Complete this line\n return json.load(open(self._abi_path, \"r\"))\n\n @property\n def abi(self):\n return self.__json_abi\n\n @property\n def contract(self):\n return self._contract\n\n @property\n def address(self):\n return self._contract_address\n\n @property\n def eth(self):\n return self._contract.web3.eth\n\n @property\n def w3(self):\n return self._eth_conn.w3"}, {"role": "assistant", "content": "The missing line is:\n def __open_abi(self):"}]
| false
| null | null | null |
13a7639121bf30f43e2268fe97c114969714293e
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: class ST_CampbellResults: """Store stochastic results and provide plots for Campbell Diagram. It's possible to visualize multiples harmonics in a single plot to check other speeds which also excite a specific natural frequency. Two options for plooting are available: Matplotlib and Bokeh. The user chooses between them using the attribute plot_type. The default is bokeh Parameters ---------- speed_range : array Array with the speed range in rad/s. wd : array Array with the damped natural frequencies log_dec : array Array with the Logarithmic decrement Returns ------- subplots : Plotly graph_objects.make_subplots() Plotly figure with diagrams for frequency and log dec. """ def __init__(self, speed_range, wd, log_dec): self.speed_range = speed_range self.wd = wd self.log_dec = log_dec ... [20 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 2 Invalid syntax at line 30: ... [20 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 26 Unexpected indentation at line 27 ✨ Improvements: Complete the expression on the last line Add closing quote at line 2 Review syntax near the error location
|
advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 1
| 1
| 962
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nclass ST_CampbellResults:\n \"\"\"Store stochastic results and provide plots for Campbell Diagram.\n\n It's possible to visualize multiples harmonics in a single plot to check\n other speeds which also excite a specific natural frequency.\n Two options for plooting are available: Matplotlib and Bokeh. The user\n chooses between them using the attribute plot_type. The default is bokeh\n\n Parameters\n ----------\n speed_range : array\n Array with the speed range in rad/s.\n wd : array\n Array with the damped natural frequencies\n log_dec : array\n Array with the Logarithmic decrement\n\n Returns\n -------\n subplots : Plotly graph_objects.make_subplots()\n Plotly figure with diagrams for frequency and log dec.\n \"\"\"\n\n def __init__(self, speed_range, wd, log_dec):\n self.speed_range = speed_range\n self.wd = wd\n self.log_dec = log_dec\n\n\n ... [20 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 2\n Invalid syntax at line 30: ... [20 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 2\n Review syntax near the error location"}]
| false
| null | null | null |
13a86b3246874d1785eb144fa791b1d302c19c30
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import os import itertools import importlib import numpy as np import random def getVisibleHistory(history, player, turn): historySoFar = history[:,:turn].copy() if player == 1: historySoFar = np.flip(historySoFar,0) return historySoFar def runRound(pair): moduleA = importlib.import_module(STRATEGY_FOLDER+"."+pair[0]) moduleB = importlib.import_module(STRATEGY_FOLDER+"."+pair[1]) memoryA = None memoryB = None LENGTH_OF_GAME = int(200-40*np.log(random.random())) # The games are a minimum of 50 turns long. The np.log here guarantees that every turn after the 50th has an equal (low) chance of being the final turn. history = np.zeros((2,LENGTH_OF_GAME),dtype=int) for turn in range(LENGTH_OF_GAME): playerAmove, memoryA = moduleA.strategy(getVisibleHistory(history,0,turn),memoryA) playerBmove, memoryB = moduleB.strategy(getVisibleHistory(history,1,turn),memoryB) history[0,turn] = playerAmove history[1,turn] = playerBmove return history def tallyRoundScores(history): scoreA = 0 scoreB = 0 ROUND_LENGTH = history.shape[1] for turn in range(ROUND_LENGTH): playerAmove = history[0,turn] playerBmove = history[1,turn] scoreA += pointsArray[playerAmove][playerBmove] scoreB += pointsArray[playerBmove][playerAmove] return scoreA/ROUND_LENGTH, scoreB/ROUND_LENGTH def outputRoundResults(f, pair, roundHistory, scoresA, scoresB): f.write(pair[0]+" (P1) VS. "+pair[1]+" (P2)\n") for p in range(2): for t in range(roundHistory.shape[1]): move = roundHistory[p,t] f.write(moveLabels[move]+" ") f.write("\n") f.write("Final score for "+pair[0]+": "+str(scoresA)+"\n") f.write("Final score for "+pair[1]+": "+str(scoresB)+"\n") f.write("\n") def pad(stri, leng): result = stri for i in range(len(stri),leng): result = result+" " return result ... [1 more functiondefs truncated] ...
|
Functions: getVisibleHistory, runRound, tallyRoundScores, outputRoundResults, pad This code demonstrates Pythoncode:Python programming.
|
intermediate
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 5
| 0
| 2,102
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport os\r\nimport itertools\r\nimport importlib\r\nimport numpy as np\r\nimport random\r\n\r\ndef getVisibleHistory(history, player, turn):\r\n historySoFar = history[:,:turn].copy()\r\n if player == 1:\r\n historySoFar = np.flip(historySoFar,0)\r\n return historySoFar\r\n\r\ndef runRound(pair):\r\n moduleA = importlib.import_module(STRATEGY_FOLDER+\".\"+pair[0])\r\n moduleB = importlib.import_module(STRATEGY_FOLDER+\".\"+pair[1])\r\n memoryA = None\r\n memoryB = None\r\n \r\n LENGTH_OF_GAME = int(200-40*np.log(random.random())) # The games are a minimum of 50 turns long. The np.log here guarantees that every turn after the 50th has an equal (low) chance of being the final turn.\r\n history = np.zeros((2,LENGTH_OF_GAME),dtype=int)\r\n \r\n for turn in range(LENGTH_OF_GAME):\r\n playerAmove, memoryA = moduleA.strategy(getVisibleHistory(history,0,turn),memoryA)\r\n playerBmove, memoryB = moduleB.strategy(getVisibleHistory(history,1,turn),memoryB)\r\n history[0,turn] = playerAmove\r\n history[1,turn] = playerBmove\r\n \r\n return history\r\n \r\ndef tallyRoundScores(history):\r\n scoreA = 0\r\n scoreB = 0\r\n ROUND_LENGTH = history.shape[1]\r\n for turn in range(ROUND_LENGTH):\r\n playerAmove = history[0,turn]\r\n playerBmove = history[1,turn]\r\n scoreA += pointsArray[playerAmove][playerBmove]\r\n scoreB += pointsArray[playerBmove][playerAmove]\r\n return scoreA/ROUND_LENGTH, scoreB/ROUND_LENGTH\r\n \r\ndef outputRoundResults(f, pair, roundHistory, scoresA, scoresB):\r\n f.write(pair[0]+\" (P1) VS. \"+pair[1]+\" (P2)\\n\")\r\n for p in range(2):\r\n for t in range(roundHistory.shape[1]):\r\n move = roundHistory[p,t]\r\n f.write(moveLabels[move]+\" \")\r\n f.write(\"\\n\")\r\n f.write(\"Final score for \"+pair[0]+\": \"+str(scoresA)+\"\\n\")\r\n f.write(\"Final score for \"+pair[1]+\": \"+str(scoresB)+\"\\n\")\r\n f.write(\"\\n\")\r\n \r\ndef pad(stri, leng):\r\n result = stri\r\n for i in range(len(stri),leng):\r\n result = result+\" \"\r\n return result\r\n \r\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: getVisibleHistory, runRound, tallyRoundScores, outputRoundResults, pad\n This code demonstrates Pythoncode:Python programming."}]
| false
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13a8c046daa5c36fb60a09676a0be10c4e57fb9f
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TheStack--python--000.parquet
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