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Find all errors in this Pythoncode:Python code: # Copyright (C) 2006, 2007, 2009-2011 Nominum, Inc. # # Permission to use, copy, modify, and distribute this software and its # documentation for any purpose with or without fee is hereby granted, # provided that the above copyright notice and this permission notice # appear in all copies. # # THE SOFTWARE IS PROVIDED "AS IS" AND NOMINUM DISCLAIMS ALL WARRANTIES # WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF # MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL NOMINUM BE LIABLE FOR # ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES # WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN # ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT # OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. import cStringIO import struct import dns.exception import dns.inet import dns.name class IPSECKEY(dns.rdata.Rdata): """IPSECKEY record @ivar precedence: the precedence for this key data @type precedence: int @ivar gateway_type: the gateway type @type gateway_type: int @ivar algorithm: the algorithm to use @type algorithm: int @ivar gateway: the public key @type gateway: None, IPv4 address, IPV6 address, and domain name @ivar key: the public key @type key: string @see: RFC 4025""" __slots__ = ['precedence', 'gateway_type', 'algorithm', 'gateway', 'key'] def __init__(self, rdclass, rdtype, precedence, gateway_type, algorithm, gateway, key): super(IPSECKEY, self).__init__(rdclass, rdtype) if gateway_type == 0: if gateway != '.' and not gateway is None: raise SyntaxError('invalid gateway for gateway type 0') gateway = None elif gateway_type == 1: # check that it's OK junk = dns.inet.inet_pton(dns.inet.AF_INET, gateway) elif gateway_type == 2: # check that it's OK junk = dns.inet.inet_pton(dns.inet.AF_INET6, gateway) elif gateway_type == 3: pass else: raise SyntaxError('invalid IPSECKEY gateway type: %d' % gateway_type) self.precedence = precedence self.gateway_type = gateway_type self.algorithm = algorithm self.gateway = gateway self.key = key ... [4 more functiondefs truncated] ...
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Error Analysis: Error Type: WRONG_OPERATOR Error: WRONG_OPERATOR Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 24 • Invalid syntax at line 64: ... [4 more functiondefs truncated] ... Fix: Change operator back to correct one
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advanced
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database
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error_detection
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Pythoncode:Python
| 1
| 1
| 2,375
| true
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (C) 2006, 2007, 2009-2011 Nominum, Inc.\n#\n# Permission to use, copy, modify, and distribute this software and its\n# documentation for any purpose with or without fee is hereby granted,\n# provided that the above copyright notice and this permission notice\n# appear in all copies.\n#\n# THE SOFTWARE IS PROVIDED \"AS IS\" AND NOMINUM DISCLAIMS ALL WARRANTIES\n# WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF\n# MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL NOMINUM BE LIABLE FOR\n# ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES\n# WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN\n# ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT\n# OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.\n\nimport cStringIO\nimport struct\n\nimport dns.exception\nimport dns.inet\nimport dns.name\n\nclass IPSECKEY(dns.rdata.Rdata):\n \"\"\"IPSECKEY record\n\n @ivar precedence: the precedence for this key data\n @type precedence: int\n @ivar gateway_type: the gateway type\n @type gateway_type: int\n @ivar algorithm: the algorithm to use\n @type algorithm: int\n @ivar gateway: the public key\n @type gateway: None, IPv4 address, IPV6 address, and domain name\n @ivar key: the public key\n @type key: string\n @see: RFC 4025\"\"\"\n\n __slots__ = ['precedence', 'gateway_type', 'algorithm', 'gateway', 'key']\n\n def __init__(self, rdclass, rdtype, precedence, gateway_type, algorithm,\n gateway, key):\n super(IPSECKEY, self).__init__(rdclass, rdtype)\n if gateway_type == 0:\n if gateway != '.' and not gateway is None:\n raise SyntaxError('invalid gateway for gateway type 0')\n gateway = None\n elif gateway_type == 1:\n # check that it's OK\n junk = dns.inet.inet_pton(dns.inet.AF_INET, gateway)\n elif gateway_type == 2:\n # check that it's OK\n junk = dns.inet.inet_pton(dns.inet.AF_INET6, gateway)\n elif gateway_type == 3:\n pass\n else:\n raise SyntaxError('invalid IPSECKEY gateway type: %d' % gateway_type)\n self.precedence = precedence\n self.gateway_type = gateway_type\n self.algorithm = algorithm\n self.gateway = gateway\n self.key = key\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Error: WRONG_OPERATOR\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 24\n \u2022 Invalid syntax at line 64: ... [4 more functiondefs truncated] ...\n\n\n Fix: Change operator back to correct one"}]
| true
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logical
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WRONG_OPERATOR
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CRITICAL
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d5d16bd87f7bfb96643e0e75dbd1d494645de558
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: __version = '0.1.0' __all__ = ['MultiStreamSelect', 'hexify'] __author__ = 'Natnael Getahun (connect@ngetahun.me)' __name__ = 'multistream' from .multistream import MultiStreamSelect from .utils import hexify
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Code Review: Code looks good! Consider edge cases Add comprehensive tests
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intermediate
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general
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code_review
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Pythoncode:Python
| 0
| 0
| 210
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n__version = '0.1.0'\n__all__ = ['MultiStreamSelect', 'hexify']\n__author__ = 'Natnael Getahun (connect@ngetahun.me)'\n__name__ = 'multistream'\n\nfrom .multistream import MultiStreamSelect\nfrom .utils import hexify"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
d5d20f7a81be3ee7ffae45e074584da66ec78259
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: class InputProgrammingError(Exception): pass class InputXML(object): tag_type = 'input' definition_tag = 'input_definition' def __init__(self, filename = None, \ definition_filename = None,\ input_object = None,\ parent_object = None,\ definition = None, \ directory = None): if (input_object is not None): self.root = input_object elif filename is not None: if definition_filename is None: definition_filename = os.path.dirname(os.path.realpath(__file__))+"/input_parameters.xml" if os.path.exists(filename): self.tree = ET.parse(filename) self.root = self.tree.getroot() else: print("Path for definition file: '{}' does not exist".format(filename)) else: self.root = None self.parent_object = parent_object if directory is not None: self.directory = directory elif filename is not None and os.path.exists(filename): self.directory = os.path.dirname(filename) elif self.parent_object is not None: self.directory = self.parent_object.directory else:
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Block at line 36 has no body - expected indented block • IndentationError at line 36 Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 2
| 2
| 1,333
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\nclass InputProgrammingError(Exception):\n pass\n\nclass InputXML(object):\n tag_type = 'input'\n definition_tag = 'input_definition'\n def __init__(self, filename = None, \\\n definition_filename = None,\\\n input_object = None,\\\n parent_object = None,\\\n definition = None, \\\n directory = None):\n \n \n if (input_object is not None):\n self.root = input_object\n elif filename is not None:\n if definition_filename is None:\n definition_filename = os.path.dirname(os.path.realpath(__file__))+\"/input_parameters.xml\"\n if os.path.exists(filename):\n self.tree = ET.parse(filename)\n self.root = self.tree.getroot()\n else:\n print(\"Path for definition file: '{}' does not exist\".format(filename))\n else:\n self.root = None\n \n self.parent_object = parent_object\n if directory is not None:\n self.directory = directory\n elif filename is not None and os.path.exists(filename):\n self.directory = os.path.dirname(filename)\n elif self.parent_object is not None:\n self.directory = self.parent_object.directory\n else:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Block at line 36 has no body - expected indented block\n \u2022 IndentationError at line 36\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
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HARD_CUT
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CRITICAL
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d5d2163f998824781f4cf67aa89ebfc2260b9f51
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- import pytest from pathlib_mate.pathlib2 import Path class TestHashesMethods(object): def test(self): p = Path(__file__) # Complete this line p.md5, p.get_partial_md5(nbytes=1 << 20), p.sha256, p.get_partial_sha256(nbytes=1 << 20), p.sha512, p.get_partial_sha512(nbytes=1 << 20), }) == 3 if __name__ == "__main__": import os basename = os.path.basename(__file__) pytest.main([basename, "-s", "--tb=native"])
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The missing line is: assert len({
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advanced
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testing
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fill_in_the_blank
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Pythoncode:Python
| 1
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| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport pytest\nfrom pathlib_mate.pathlib2 import Path\n\n\nclass TestHashesMethods(object):\n def test(self):\n p = Path(__file__)\n # Complete this line\n p.md5, p.get_partial_md5(nbytes=1 << 20),\n p.sha256, p.get_partial_sha256(nbytes=1 << 20),\n p.sha512, p.get_partial_sha512(nbytes=1 << 20),\n }) == 3\n\n\nif __name__ == \"__main__\":\n import os\n\n basename = os.path.basename(__file__)\n pytest.main([basename, \"-s\", \"--tb=native\"])"}, {"role": "assistant", "content": "The missing line is:\n assert len({"}]
| false
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d5d27a9aec4e8518393324c6681b93cf4f6993a5
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: #!/usr/bin/env python3 class ClientRedirectServer(HTTPServer): query_params: Dict[str, Any] = {} class ClientRedirectHandler(BaseHTTPRequestHandler): def do_GET(self): if not self.path.startswith('/auth'): self.send_response(204) return query = self.path.split('?', 1)[-1] query = parse_qs(query, keep_blank_values=True) self.server.query_params = query self.send_response(200) self.send_header('Content-type', 'text/plain') self.end_headers() self.wfile.write(b'Return to the CLI to continue') def log_message(self, format, *args): # pylint: disable=redefined-builtin pass # this prevent http server from dumping messages to stdout def auth_redirect_link(method): provider_id = { 'google': 'g', 'apple': 'a', 'github': 'h', }[method] params = { 'redirect_uri': f"https://api.comma.ai/v2/auth/{provider_id}/redirect/", 'state': f'service,localhost:{PORT}', } if method == 'google': params.update({ 'type': 'web_server', 'client_id': '45471411055-ornt4svd2miog6dnopve7qtmh5mnu6id.apps.googleusercontent.com', 'response_type': 'code', 'scope': 'https://www.googleapis.com/auth/userinfo.email', 'prompt': 'select_account', }) return 'https://accounts.google.com/o/oauth2/auth?' + urlencode(params) elif method == 'github': params.update({ 'client_id': '28c4ecb54bb7272cb5a4', 'scope': 'read:user', }) return 'https://github.com/login/oauth/authorize?' + urlencode(params) elif method == 'apple': params.update({ 'client_id': 'ai.comma.login', 'response_type': 'code', 'response_mode': 'form_post', 'scope': 'name email', }) return 'https://appleid.apple.com/auth/authorize?' + urlencode(params) else: raise NotImplementedError(f"no redirect implemented for method {method}") ... [1 more functiondefs truncated] ...
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Functions: do_GET, log_message, auth_redirect_link Classes: ClientRedirectServer, ClientRedirectHandler This code demonstrates Pythoncode:Python programming.
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advanced
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api
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code_explanation
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Pythoncode:Python
| 3
| 2
| 1,942
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#!/usr/bin/env python3\nclass ClientRedirectServer(HTTPServer):\n query_params: Dict[str, Any] = {}\n\n\nclass ClientRedirectHandler(BaseHTTPRequestHandler):\n def do_GET(self):\n if not self.path.startswith('/auth'):\n self.send_response(204)\n return\n\n query = self.path.split('?', 1)[-1]\n query = parse_qs(query, keep_blank_values=True)\n self.server.query_params = query\n\n self.send_response(200)\n self.send_header('Content-type', 'text/plain')\n self.end_headers()\n self.wfile.write(b'Return to the CLI to continue')\n\n def log_message(self, format, *args): # pylint: disable=redefined-builtin\n pass # this prevent http server from dumping messages to stdout\n\n\ndef auth_redirect_link(method):\n provider_id = {\n 'google': 'g',\n 'apple': 'a',\n 'github': 'h',\n }[method]\n\n params = {\n 'redirect_uri': f\"https://api.comma.ai/v2/auth/{provider_id}/redirect/\",\n 'state': f'service,localhost:{PORT}',\n }\n\n if method == 'google':\n params.update({\n 'type': 'web_server',\n 'client_id': '45471411055-ornt4svd2miog6dnopve7qtmh5mnu6id.apps.googleusercontent.com',\n 'response_type': 'code',\n 'scope': 'https://www.googleapis.com/auth/userinfo.email',\n 'prompt': 'select_account',\n })\n return 'https://accounts.google.com/o/oauth2/auth?' + urlencode(params)\n elif method == 'github':\n params.update({\n 'client_id': '28c4ecb54bb7272cb5a4',\n 'scope': 'read:user',\n })\n return 'https://github.com/login/oauth/authorize?' + urlencode(params)\n elif method == 'apple':\n params.update({\n 'client_id': 'ai.comma.login',\n 'response_type': 'code',\n 'response_mode': 'form_post',\n 'scope': 'name email',\n })\n return 'https://appleid.apple.com/auth/authorize?' + urlencode(params)\n else:\n raise NotImplementedError(f\"no redirect implemented for method {method}\")\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: do_GET, log_message, auth_redirect_link\n Classes: ClientRedirectServer, ClientRedirectHandler\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d5d2a60bb0dcf9c3c7f564f0707f97c252020d5c
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #! /usr/bin/env python # -*- coding: utf-8 -*- ''' Create a Baselight folder with current date and time stamp. You must refresh the Job Manager after running the script. Copyright (c) 2020 Igor Riđanović, Igor [at] hdhead.com, www.metafide.com ''' import flapi from getflapi import getflapi from datetime import datetime def make_dated_folder(ip, scene, foldername): conn, msg = getflapi() jobman = conn.JobManager stamp = datetime.now().strftime('_%d-%b-%Y_%H.%M.%S') try: jobman.create_folder(ip, scene, foldername + stamp)
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except flapi.FLAPIException: print 'Could not create a folder.' return False # Cleanup conn.close() if __name__=='__main__': conn, msg = getflapi() print msg + '\n' ip = 'localhost' currentScene = 'Test01' folderName = 'MyFolder' make_dated_folder(ip, currentScene, folderName)
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intermediate
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testing
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code_completion
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Pythoncode:Python
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| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#! /usr/bin/env python\n# -*- coding: utf-8 -*-\n\n'''\nCreate a Baselight folder with current date and time stamp.\nYou must refresh the Job Manager after running the script.\nCopyright (c) 2020 Igor Ri\u0111anovi\u0107, Igor [at] hdhead.com, www.metafide.com\n'''\n\nimport flapi\nfrom getflapi import getflapi\nfrom datetime import datetime\n\ndef make_dated_folder(ip, scene, foldername):\n conn, msg = getflapi()\n jobman = conn.JobManager\n\n stamp = datetime.now().strftime('_%d-%b-%Y_%H.%M.%S')\n\n try:\n jobman.create_folder(ip, scene, foldername + stamp)"}, {"role": "assistant", "content": "\n except flapi.FLAPIException:\n print 'Could not create a folder.'\n return False\n\n # Cleanup\n conn.close()\n\nif __name__=='__main__':\n conn, msg = getflapi()\n print msg + '\\n'\n\n ip = 'localhost'\n currentScene = 'Test01'\n folderName = 'MyFolder'\n make_dated_folder(ip, currentScene, folderName)"}]
| false
| null | null | null |
d5d313602da6567472c45152b7f1fb43db070947
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: class CallBacks: """ CallBacks class is a wrapper for calling callback functions, set by the user. If the user wants to collect data from the simulation, the simulator class has to be derived from the CallBacks class. Attributes ---------- _callbacks: list List of call back classes defined for rod-like objects. """ def __init__(self): self._callbacks = [] super(CallBacks, self).__init__() def collect_diagnostics(self, system): """ This method calls user-defined call-back classes for a user-defined system or rod-like object. You need to input the system or rod-like object that you want to collect data from. Parameters ---------- system: object System is a rod-like object. Returns ------- """ sys_idx = self._get_sys_idx_if_valid(system) # Create _Constraint object, cache it and return to user _callbacks = _CallBack(sys_idx) self._callbacks.append(_callbacks) return _callbacks def _finalize(self): # From stored _CallBack objects, instantiate the boundary conditions # inplace : https://stackoverflow.com/a/1208792 # dev : the first index stores the rod index to collect data. # Technically we can use another array but it its one more book-keeping # step. Being lazy, I put them both in the same array self._callbacks[:] = [ (callback.id(), callback(self._systems[callback.id()])) for callback in self._callbacks # Complete this line # Sort from lowest id to highest id for potentially better memory access # _callbacks contains list of tuples. First element of tuple is rod number and # following elements are the type of boundary condition such as # [(0, MyCallBack), (1, MyVelocityCallBack), ... ] # Thus using lambda we iterate over the list of tuples and use rod number (x[0]) # to sort callbacks. self._callbacks.sort(key=lambda x: x[0]) self._callBack(time=0.0, current_step=0) # TODO: same as above naming of _callBack function def _callBack(self, time, current_step: int, *args, **kwargs): for sys_id, callback in self._callbacks: callback.make_callback( self._systems[sys_id], time, current_step, *args, **kwargs ) class _CallBack: """ CallBack wrapper private class Attributes ---------- _sys_idx: rod object index _callback_cls: list *args Variable length argument list. **kwargs Arbitrary keyword arguments. """ ... [4 more functiondefs truncated] ...
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The missing line is: ]
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advanced
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api
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fill_in_the_blank
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Pythoncode:Python
| 4
| 2
| 2,781
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass CallBacks:\n \"\"\"\n CallBacks class is a wrapper for calling callback functions, set by the user. If the user\n wants to collect data from the simulation, the simulator class has to be derived\n from the CallBacks class.\n\n Attributes\n ----------\n _callbacks: list\n List of call back classes defined for rod-like objects.\n \"\"\"\n\n def __init__(self):\n self._callbacks = []\n super(CallBacks, self).__init__()\n\n def collect_diagnostics(self, system):\n \"\"\"\n This method calls user-defined call-back classes for a\n user-defined system or rod-like object. You need to input the\n system or rod-like object that you want to collect data from.\n\n Parameters\n ----------\n system: object\n System is a rod-like object.\n\n Returns\n -------\n\n \"\"\"\n sys_idx = self._get_sys_idx_if_valid(system)\n\n # Create _Constraint object, cache it and return to user\n _callbacks = _CallBack(sys_idx)\n self._callbacks.append(_callbacks)\n\n return _callbacks\n\n def _finalize(self):\n # From stored _CallBack objects, instantiate the boundary conditions\n # inplace : https://stackoverflow.com/a/1208792\n\n # dev : the first index stores the rod index to collect data.\n # Technically we can use another array but it its one more book-keeping\n # step. Being lazy, I put them both in the same array\n self._callbacks[:] = [\n (callback.id(), callback(self._systems[callback.id()]))\n for callback in self._callbacks\n # Complete this line\n\n # Sort from lowest id to highest id for potentially better memory access\n # _callbacks contains list of tuples. First element of tuple is rod number and\n # following elements are the type of boundary condition such as\n # [(0, MyCallBack), (1, MyVelocityCallBack), ... ]\n # Thus using lambda we iterate over the list of tuples and use rod number (x[0])\n # to sort callbacks.\n self._callbacks.sort(key=lambda x: x[0])\n\n self._callBack(time=0.0, current_step=0)\n\n # TODO: same as above naming of _callBack function\n def _callBack(self, time, current_step: int, *args, **kwargs):\n for sys_id, callback in self._callbacks:\n callback.make_callback(\n self._systems[sys_id], time, current_step, *args, **kwargs\n )\n\n\nclass _CallBack:\n \"\"\"\n CallBack wrapper private class\n\n Attributes\n ----------\n _sys_idx: rod object index\n _callback_cls: list\n *args\n Variable length argument list.\n **kwargs\n Arbitrary keyword arguments.\n \"\"\"\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n ]"}]
| false
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d5d51d8a99234145a06442d575334e8b8cd54c32
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: # Copyright 2016 - Nokia # # 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 collections import namedtuple ActionSpecs = namedtuple( 'ActionSpecs', ['id', 'type', 'targets', 'properties']) EdgeDescription = namedtuple('EdgeDescription', ['edge', 'source', 'target']) ENTITY = 'entity' RELATIONSHIP = 'relationship' class Scenario(object): def __init__(self, id, version, condition, actions, subgraphs, entities, relationships, enabled=False): self.id = id self.version = version self.condition = condition self.actions = actions self.subgraphs = subgraphs self.entities = entities self.relationships = relationships self.enabled = enabled def __eq__(self, other): return self.id == other.id and \ self.condition == other.condition and \ self.actions == other.actions and \ self.subgraphs == other.subgraphs and \ self.entities == other.entities and \ self.relationships == other.relationships # noinspection PyAttributeOutsideInit class TemplateData(object): def __init__(self, name, template_type, version, entities, relationships, scenarios): self.name = name self.template_type = template_type self.version = version self.entities = entities self.relationships = relationships self.scenarios = scenarios @property def name(self): return self._name @name.setter def name(self, template_name): self._name = template_name @property def template_type(self): return self._template_type @template_type.setter def template_type(self, template_type): self._template_type = template_type @property def version(self): return self._version @version.setter def version(self, version): self._version = version @property def entities(self): return self._entities @entities.setter def entities(self, entities): self._entities = entities @property def relationships(self): return self._relationships @relationships.setter def relationships(self, relationships): self._relationships = relationships @property def scenarios(self): return self._scenarios @scenarios.setter def scenarios(self, scenarios): self._scenarios = scenarios
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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
| 15
| 2
| 2,961
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2016 - Nokia\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom collections import namedtuple\n\n\nActionSpecs = namedtuple(\n 'ActionSpecs', ['id', 'type', 'targets', 'properties'])\nEdgeDescription = namedtuple('EdgeDescription', ['edge', 'source', 'target'])\n\nENTITY = 'entity'\nRELATIONSHIP = 'relationship'\n\n\nclass Scenario(object):\n def __init__(self, id, version, condition, actions, subgraphs, entities,\n relationships, enabled=False):\n self.id = id\n self.version = version\n self.condition = condition\n self.actions = actions\n self.subgraphs = subgraphs\n self.entities = entities\n self.relationships = relationships\n self.enabled = enabled\n\n def __eq__(self, other):\n return self.id == other.id and \\\n self.condition == other.condition and \\\n self.actions == other.actions and \\\n self.subgraphs == other.subgraphs and \\\n self.entities == other.entities and \\\n self.relationships == other.relationships\n\n\n# noinspection PyAttributeOutsideInit\nclass TemplateData(object):\n\n def __init__(self, name, template_type, version, entities,\n relationships, scenarios):\n self.name = name\n self.template_type = template_type\n self.version = version\n self.entities = entities\n self.relationships = relationships\n self.scenarios = scenarios\n\n @property\n def name(self):\n return self._name\n\n @name.setter\n def name(self, template_name):\n self._name = template_name\n\n @property\n def template_type(self):\n return self._template_type\n\n @template_type.setter\n def template_type(self, template_type):\n self._template_type = template_type\n\n @property\n def version(self):\n return self._version\n\n @version.setter\n def version(self, version):\n self._version = version\n\n @property\n def entities(self):\n return self._entities\n\n @entities.setter\n def entities(self, entities):\n self._entities = entities\n\n @property\n def relationships(self):\n return self._relationships\n\n @relationships.setter\n def relationships(self, relationships):\n self._relationships = relationships\n\n @property\n def scenarios(self):\n return self._scenarios\n\n @scenarios.setter\n def scenarios(self, scenarios):\n self._scenarios = scenarios"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5d580ea25dd4fecd8cfeb8103bdbe268c389416
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #! /usr/bin/env python3 def get_group_status(sample, group): """Return if a sample is within a group or not.""" within_group = None if group == 'ba': within_group = True if SAMPLES[sample]['is_ba'] == 'True' else False elif group == 'bcg': within_group = True if SAMPLES[sample]['is_bcg'] == 'True' else False else: # lef within_group = True if SAMPLES[sample]['has_lethal'] else False return within_group def get_coverage_stats(coverage): """Return summary stats of a set of coverages.""" non_zero = [c for c in coverage if c] np_array = np.array(coverage) non_zero_array = np.array(non_zero) return { 'min': min(coverage) if coverage else 0, 'median': int(np.median(np_array)) if coverage else 0, 'mean': "{0:.4f}".format(np.mean(np_array)) if coverage else 0, 'max': max(coverage) if coverage else 0, 'non_zero_min': min(non_zero_array) if non_zero else 0, 'non_zero_median': int(np.median(non_zero_array)) if non_zero else 0, 'non_zero_mean': int(round(np.mean(non_zero_array))) if non_zero else 0, 'non_zero_max': max(non_zero_array) if non_zero else 0, } def reverse_complement(seq): """Reverse complement a DNA sequence.""" complement = { 'A': 'T', 'T': 'A', 'G': 'C', 'C': 'G', 'a': 't', 't': 'a', 'g': 'c', 'c': 'g' } return
|
Syntax Analysis:
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 3
| 0
| 1,415
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#! /usr/bin/env python3\ndef get_group_status(sample, group):\n \"\"\"Return if a sample is within a group or not.\"\"\"\n within_group = None\n if group == 'ba':\n within_group = True if SAMPLES[sample]['is_ba'] == 'True' else False\n elif group == 'bcg':\n within_group = True if SAMPLES[sample]['is_bcg'] == 'True' else False\n else:\n # lef\n within_group = True if SAMPLES[sample]['has_lethal'] else False\n\n return within_group\n\n\ndef get_coverage_stats(coverage):\n \"\"\"Return summary stats of a set of coverages.\"\"\"\n non_zero = [c for c in coverage if c]\n np_array = np.array(coverage)\n non_zero_array = np.array(non_zero)\n return {\n 'min': min(coverage) if coverage else 0,\n 'median': int(np.median(np_array)) if coverage else 0,\n 'mean': \"{0:.4f}\".format(np.mean(np_array)) if coverage else 0,\n 'max': max(coverage) if coverage else 0,\n 'non_zero_min': min(non_zero_array) if non_zero else 0,\n 'non_zero_median': int(np.median(non_zero_array)) if non_zero else 0,\n 'non_zero_mean': int(round(np.mean(non_zero_array))) if non_zero else 0,\n 'non_zero_max': max(non_zero_array) if non_zero else 0,\n }\n\n\ndef reverse_complement(seq):\n \"\"\"Reverse complement a DNA sequence.\"\"\"\n complement = {\n 'A': 'T', 'T': 'A', 'G': 'C', 'C': 'G',\n 'a': 't', 't': 'a', 'g': 'c', 'c': 'g'\n }\n return"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d5d5b53df6261a4974bd6d3bb678fc4435a6413e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from marshmallow.exceptions import ValidationError class ObjectDoesNotExist(Exception): """Exception if not found results""" pass class CommunicationError(Exception): """Exception for diferents problem with communications.""" pass __all__ = ('ValidationError', 'ObjectDoesNotExist', 'CommunicationError')
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 11
|
intermediate
|
oop
|
debugging
|
Pythoncode:Python
| 0
| 2
| 327
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom marshmallow.exceptions import ValidationError\n\n\nclass ObjectDoesNotExist(Exception):\n \"\"\"Exception if not found results\"\"\"\n pass\n\n\nclass CommunicationError(Exception):\n \"\"\"Exception for diferents problem with communications.\"\"\"\n pass\n\n\n__all__ = ('ValidationError', 'ObjectDoesNotExist', 'CommunicationError')"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 11"}]
| false
| null | null | null |
d5d6cadbdf0418e7793af6364477d1005bd12ded
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.contrib import admin from .models import Songs admin.site.register(Songs) # Register your models here.
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 117
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom .models import Songs\n\nadmin.site.register(Songs)\n\n# Register your models here."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d5d747b80a8ea5e6c6c092c35a44d7f1c0635eb8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Draw image time series for one or more plots from jicbioimage.core.image import Image import dtoolcore import click from translate_labels import rack_plot_to_image_plot from image_utils import join_horizontally, join_vertically def identifiers_where_match_is_true(dataset, match_function): return [i for i in dataset.identifiers if match_function(i)] def generate_image_series_for_plot(rack, plot): n_image, n_plot = rack_plot_to_image_plot(rack, plot) # n_image, n_plot = 55, 24 print "{}_{}".format(n_image, n_plot) dataset_uri = 'file:/Users/hartleym/data_intermediate/separate_plots' dataset = dtoolcore.DataSet.from_uri(dataset_uri) plot_number_overlay = dataset.get_overlay('plot_number') ordering_overlay = dataset.get_overlay('ordering') date_overlay = dataset.get_overlay('date') def is_match(i): try: ordering_as_int = int(ordering_overlay[i]) except TypeError: return False if ordering_as_int != n_image: return False if int(plot_number_overlay[i]) != n_plot: return False return True identifiers = identifiers_where_match_is_true(dataset, is_match) def sort_identifiers_by_date(identifiers): dates_and_identifiers = [(date_overlay[i], i) for i in identifiers] sorted_ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: _, sorted_identifiers = zip(*sorted_dates_and_identifiers) return(sorted_identifiers)
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 6
| 0
| 1,354
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Draw image time series for one or more plots\n\nfrom jicbioimage.core.image import Image\n\nimport dtoolcore\n\nimport click\n\nfrom translate_labels import rack_plot_to_image_plot\nfrom image_utils import join_horizontally, join_vertically\n\n\ndef identifiers_where_match_is_true(dataset, match_function):\n\n return [i for i in dataset.identifiers if match_function(i)]\n\n\ndef generate_image_series_for_plot(rack, plot):\n\n n_image, n_plot = rack_plot_to_image_plot(rack, plot)\n\n # n_image, n_plot = 55, 24\n\n print \"{}_{}\".format(n_image, n_plot)\n\n dataset_uri = 'file:/Users/hartleym/data_intermediate/separate_plots'\n dataset = dtoolcore.DataSet.from_uri(dataset_uri)\n\n plot_number_overlay = dataset.get_overlay('plot_number')\n ordering_overlay = dataset.get_overlay('ordering')\n date_overlay = dataset.get_overlay('date')\n\n def is_match(i):\n try:\n ordering_as_int = int(ordering_overlay[i])\n except TypeError:\n return False\n\n if ordering_as_int != n_image:\n return False\n\n if int(plot_number_overlay[i]) != n_plot:\n return False\n\n return True\n\n identifiers = identifiers_where_match_is_true(dataset, is_match)\n\n def sort_identifiers_by_date(identifiers):\n\n dates_and_identifiers = [(date_overlay[i], i) for i in identifiers]\n sorted_\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 _, sorted_identifiers = zip(*sorted_dates_and_identifiers)\n\n return(sorted_identifiers)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d5d9540eff941a339f643e59edbea5708ee6a194
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from pytpp.properties.response_objects.dataclasses import system_status from pytpp.tools.helpers.date_converter import from_date_string class SystemStatus: @staticmethod def Engine(response_object: dict): if not isinstance(response_object, dict): response_object = {} return system_status.Engine( dn=response_object.get('DN'), display_name=response_object.get('DisplayName'), guid=response_object.get('Guid'), id=response_object.get('Id'), name=response_object.get('Name'), ) @staticmethod def Services(response_object: dict): if not isinstance(response_object, dict): response_object = {} return system_status.Services( vplatform=SystemStatus.Service(response_object.get('vPlatform')), log_server=SystemStatus.Service(response_object.get('logServer')), iis=SystemStatus.Service(response_object.get('iis')), ) @staticmethod def Service(response_object: dict): if not isinstance(response_object, dict): response_object = {} return system_status.Service( modules=response_object.get('modules'), time_since_first_seen=from_date_string(response_object.get('timeSinceFirstSeen'), duration_format=True), time_since_last_seen=from_date_string(response_object.get('timeSinceLastSeen'), duration_format=True), status=response_object.get('Status'), ) @staticmethod def SystemStatus(response_object: dict): if not isinstance(response_object, dict): response_object = {} return system_status.SystemStatus( engine_name=response_object.get('engineName'),
|
services=SystemStatus.Services(response_object.get('services')), version=response_object.get('version'), ) @staticmethod def Task(response_object: dict): if not isinstance(response_object, dict): response_object = {} return system_status.Task( display_name=response_object.get('DisplayName'), name=response_object.get('Name'), start_time=from_date_string(response_object.get('StartTime')), stop_time=from_date_string(response_object.get('StopTime')), warning_count=response_object.get('WarningCount'), ) @staticmethod def UpgradeInfo(response_object: dict): if not isinstance(response_object, dict): response_object = {} return system_status.UpgradeInfo( id=response_object.get('Id'), start_time=from_date_string(response_object.get('StartTime')), versions=response_object.get('Versions'), ) @staticmethod ... [2 more functiondefs truncated] ...
|
advanced
|
database
|
code_completion
|
Pythoncode:Python
| 6
| 1
| 2,850
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom pytpp.properties.response_objects.dataclasses import system_status\nfrom pytpp.tools.helpers.date_converter import from_date_string\n\n\nclass SystemStatus:\n @staticmethod\n def Engine(response_object: dict):\n if not isinstance(response_object, dict):\n response_object = {}\n return system_status.Engine(\n dn=response_object.get('DN'),\n display_name=response_object.get('DisplayName'),\n guid=response_object.get('Guid'),\n id=response_object.get('Id'),\n name=response_object.get('Name'),\n )\n\n @staticmethod\n def Services(response_object: dict):\n if not isinstance(response_object, dict):\n response_object = {}\n\n return system_status.Services(\n vplatform=SystemStatus.Service(response_object.get('vPlatform')),\n log_server=SystemStatus.Service(response_object.get('logServer')),\n iis=SystemStatus.Service(response_object.get('iis')),\n )\n\n @staticmethod\n def Service(response_object: dict):\n if not isinstance(response_object, dict):\n response_object = {}\n\n return system_status.Service(\n modules=response_object.get('modules'),\n time_since_first_seen=from_date_string(response_object.get('timeSinceFirstSeen'), duration_format=True),\n time_since_last_seen=from_date_string(response_object.get('timeSinceLastSeen'), duration_format=True),\n status=response_object.get('Status'),\n )\n\n @staticmethod\n def SystemStatus(response_object: dict):\n if not isinstance(response_object, dict):\n response_object = {}\n return system_status.SystemStatus(\n engine_name=response_object.get('engineName'),"}, {"role": "assistant", "content": "\n services=SystemStatus.Services(response_object.get('services')),\n version=response_object.get('version'),\n )\n\n @staticmethod\n def Task(response_object: dict):\n if not isinstance(response_object, dict):\n response_object = {}\n\n return system_status.Task(\n display_name=response_object.get('DisplayName'),\n name=response_object.get('Name'),\n start_time=from_date_string(response_object.get('StartTime')),\n stop_time=from_date_string(response_object.get('StopTime')),\n warning_count=response_object.get('WarningCount'),\n )\n\n @staticmethod\n def UpgradeInfo(response_object: dict):\n if not isinstance(response_object, dict):\n response_object = {}\n\n return system_status.UpgradeInfo(\n id=response_object.get('Id'),\n start_time=from_date_string(response_object.get('StartTime')),\n versions=response_object.get('Versions'),\n )\n\n @staticmethod\n\n ... [2 more functiondefs truncated] ..."}]
| false
| null | null | null |
d5d98de44dcdd3336c05cb1bd2a44010685446b0
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from typing import Optional import pytorch_lightning as pl import torch from omegaconf import OmegaConf from torch.utils.data import DataLoader, random_split from transformers import T5Tokenizer from src.data.PaperDataset import PaperDataset class ArvixDataModule(pl.LightningDataModule): def __init__(self, config: str = "src/data/config.yaml") -> None: super().__init__() self.config = OmegaConf.load(config) def prepare_data(self) -> None: # Add tokenizing tokenizer = T5Tokenizer.from_pretrained("t5-base") titles, abstracts = torch.load("data/processed/data.pt").T #titles, abstracts = torch.load("data/processed/data.pt").T tokenized_abstracts = tokenizer.batch_encode_plus( abstracts, padding=True, truncation=True, return_tensors="pt" ) tokenized_titles = tokenizer.batch_encode_plus( titles, padding=True, truncation=True, return_tensors="pt" ) self.data = PaperDataset(tokenized_abstracts, tokenized_titles) def setup(self, stage: Optional[str] = None): train, val, test = random_split( self.data, [self.config.n_train, self.config.n_val, self.config.n_test], generator=torch.Generator().manual_seed(1337), ) if stage == "fit" or stage is None: self.train_set = train self.val_set = val if stage == "test": self.test_set = test def train_dataloader(self) -> DataLoader: return DataLoader(self.train_set, batch_size=32, num_workers=4) def val_dataloader(self) -> DataLoader: return DataLoader(self.val_set, batch_size=32, num_workers=4) def test_dataloader(self) -> DataLoader: return DataLoader(self.test_set, batch_size=32, num_workers=4) if __name__ == "__main__": dm = ArvixDataModule()
|
Functions: __init__, prepare_data, setup, train_dataloader, val_dataloader Classes: ArvixDataModule This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 6
| 1
| 1,883
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom typing import Optional\n\nimport pytorch_lightning as pl\nimport torch\nfrom omegaconf import OmegaConf\nfrom torch.utils.data import DataLoader, random_split\nfrom transformers import T5Tokenizer\n\nfrom src.data.PaperDataset import PaperDataset\n\n\nclass ArvixDataModule(pl.LightningDataModule):\n def __init__(self, config: str = \"src/data/config.yaml\") -> None:\n super().__init__()\n self.config = OmegaConf.load(config)\n\n def prepare_data(self) -> None:\n # Add tokenizing\n tokenizer = T5Tokenizer.from_pretrained(\"t5-base\")\n\n titles, abstracts = torch.load(\"data/processed/data.pt\").T\n #titles, abstracts = torch.load(\"data/processed/data.pt\").T\n tokenized_abstracts = tokenizer.batch_encode_plus(\n abstracts, padding=True, truncation=True, return_tensors=\"pt\"\n )\n tokenized_titles = tokenizer.batch_encode_plus(\n titles, padding=True, truncation=True, return_tensors=\"pt\"\n )\n\n self.data = PaperDataset(tokenized_abstracts, tokenized_titles)\n\n def setup(self, stage: Optional[str] = None):\n train, val, test = random_split(\n self.data,\n [self.config.n_train, self.config.n_val, self.config.n_test],\n generator=torch.Generator().manual_seed(1337),\n )\n\n if stage == \"fit\" or stage is None:\n self.train_set = train\n self.val_set = val\n\n if stage == \"test\":\n self.test_set = test\n\n def train_dataloader(self) -> DataLoader:\n return DataLoader(self.train_set, batch_size=32, num_workers=4)\n\n def val_dataloader(self) -> DataLoader:\n return DataLoader(self.val_set, batch_size=32, num_workers=4)\n\n def test_dataloader(self) -> DataLoader:\n return DataLoader(self.test_set, batch_size=32, num_workers=4)\n\n\nif __name__ == \"__main__\":\n dm = ArvixDataModule()"}, {"role": "assistant", "content": " Functions: __init__, prepare_data, setup, train_dataloader, val_dataloader\n Classes: ArvixDataModule\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d5d9b42548010e4777afbfec7a0536b09a13b146
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- import os import sys import time import subprocess import wx import ConfigParser from wx.lib.mixins.listctrl import getListCtrlSelection from wx.lib.pubsub import pub from gui.RootGUI import RootGUI from StepsDialog import StepsDialog from PlotFrame import PlotFuncFrame, PlotCorrFrame import interface import mbox class RootFrame(RootGUI): calcs = [] plot_frame = None def __init__(self, *args, **kwds): super(RootFrame, self).__init__(*args, **kwds) # set root self.root = self.set_root() # initialize choices self.propChoices = interface.dataClasses() calc_data_types = self.propChoices.types() calc_data_classes = self.propChoices.classes(calc_data_types[0]) corr_classes = self.propChoices.classes("Histogram") self.propType.SetItems(calc_data_types) self.propChoice.SetItems(calc_data_classes) self.xCorr.SetItems(corr_classes) self.yCorr.SetItems(corr_classes) sel Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- import os import sys import time import subprocess import wx import ConfigParser from wx.lib.mixins.listctrl import getListCtrlSelection from wx.lib.pubsub import pub from gui.RootGUI import RootGUI from StepsDialog import StepsDialog from PlotFrame import PlotFuncFrame, PlotCorrFrame import interface import mbox class RootFrame(RootGUI): Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,018
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport os\nimport sys\nimport time\nimport subprocess\nimport wx\nimport ConfigParser\nfrom wx.lib.mixins.listctrl import getListCtrlSelection\nfrom wx.lib.pubsub import pub\n\nfrom gui.RootGUI import RootGUI\nfrom StepsDialog import StepsDialog\nfrom PlotFrame import PlotFuncFrame, PlotCorrFrame\nimport interface\nimport mbox\n\n\nclass RootFrame(RootGUI):\n\n calcs = []\n plot_frame = None\n\n def __init__(self, *args, **kwds):\n super(RootFrame, self).__init__(*args, **kwds)\n # set root\n self.root = self.set_root()\n\n # initialize choices\n self.propChoices = interface.dataClasses()\n calc_data_types = self.propChoices.types()\n calc_data_classes = self.propChoices.classes(calc_data_types[0])\n corr_classes = self.propChoices.classes(\"Histogram\")\n self.propType.SetItems(calc_data_types)\n self.propChoice.SetItems(calc_data_classes)\n self.xCorr.SetItems(corr_classes)\n self.yCorr.SetItems(corr_classes)\n sel\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\nimport os\nimport sys\nimport time\nimport subprocess\nimport wx\nimport ConfigParser\nfrom wx.lib.mixins.listctrl import getListCtrlSelection\nfrom wx.lib.pubsub import pub\n\nfrom gui.RootGUI import RootGUI\nfrom StepsDialog import StepsDialog\nfrom PlotFrame import PlotFuncFrame, PlotCorrFrame\nimport interface\nimport mbox\n\n\nclass RootFrame(RootGUI):\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d5d9d4fd434e21de06a534a9b7ddf3881191564e
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by Django 1.10.5 on 2017-02-06 10:07 from __future__ import unicode_literals from django.conf import se
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 140
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by Django 1.10.5 on 2017-02-06 10:07\nfrom __future__ import unicode_literals\n\nfrom django.conf import se"}, {"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
|
d5da19776d7a24ff632b755eb644da772dbdd1cc
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- from .base import TestRailAPIBase class Config(TestRailAPIBase): """ Use the following API methods to request details about configurations and to create or modify configurations. """ def __repr__(self): return '<TestRailAPI config>' def get(self, project_id): """ Returns a list of available configurations, grouped by configuration groups (requires TestRail 3.1 or later). :param project_id: The ID of the project """ return self._get('get_configs/{}'.format(project_id)) def add(self, config_group_id, name=''): """ Creates a new configuration (requires TestRail 5.2 or later). :param config_group_id: The ID of the configuration group the configuration should be added to :param name: str, The name of the configuration (required) """ return self._post('add_config/{}'.format(config_group_id), json=dict(name=name)) def update(self, config_group_id, name=''): """ Updates an existing configuration (requires TestRail 5.2 or later). :param config_group_id: The ID of the configuration group the configuration should be added to :param name: str, The name of the configuration (required) """ return self._post('update_config/{}'.format(config_group_id), json=dict(name=name)) def delete(self, config_id): """ Deletes an existing configuration (requires TestRail 5.2 or later). :param config_id: """ return self._post('delete_config/{}'.format(config_id)) def add_group(self, project_id, name=''): """ Creates a new configuration group (requires TestRail 5.2 or later). :param project_id: The ID of the project the configuration group should be added to :param name: The name of the configuration group (required) """ return self._post('add_config_group/{}'.format(project_id), json=dict(name=name)) def update_group(self, config_group_id, name): """ Updates an existing configuration group (requires TestRail 5.2 or later). :param config_group_id: The ID of the configuration group :param name: The name of the configuration group """ return self._post('update_config_group/{}'.format(config_group_id), json=dict(name=name)) ... [3 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
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Pythoncode:Python
| 7
| 1
| 2,730
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python \n# -*- coding: utf-8 -*-\n\n\nfrom .base import TestRailAPIBase\n\n\nclass Config(TestRailAPIBase):\n \"\"\"\n Use the following API methods to request details\n about configurations and to create or modify configurations.\n \"\"\"\n def __repr__(self):\n return '<TestRailAPI config>'\n\n def get(self, project_id):\n \"\"\"\n Returns a list of available configurations,\n grouped by configuration groups (requires TestRail 3.1 or later).\n\n :param project_id: The ID of the project\n \"\"\"\n return self._get('get_configs/{}'.format(project_id))\n\n def add(self, config_group_id, name=''):\n \"\"\"\n Creates a new configuration (requires TestRail 5.2 or later).\n\n :param config_group_id: The ID of the configuration group\n the configuration should be added to\n :param name: str, The name of the configuration (required)\n \"\"\"\n return self._post('add_config/{}'.format(config_group_id),\n json=dict(name=name))\n\n def update(self, config_group_id, name=''):\n \"\"\"\n Updates an existing configuration (requires TestRail 5.2 or later).\n\n :param config_group_id: The ID of the configuration group\n the configuration should be added to\n :param name: str, The name of the configuration (required)\n \"\"\"\n return self._post('update_config/{}'.format(config_group_id),\n json=dict(name=name))\n\n def delete(self, config_id):\n \"\"\"\n Deletes an existing configuration (requires TestRail 5.2 or later).\n\n :param config_id:\n \"\"\"\n return self._post('delete_config/{}'.format(config_id))\n\n def add_group(self, project_id, name=''):\n \"\"\"\n Creates a new configuration group (requires TestRail 5.2 or later).\n :param project_id: The ID of the project the configuration group should be added to\n :param name: The name of the configuration group (required)\n \"\"\"\n return self._post('add_config_group/{}'.format(project_id),\n json=dict(name=name))\n\n def update_group(self, config_group_id, name):\n \"\"\"\n Updates an existing configuration group (requires TestRail 5.2 or later).\n :param config_group_id: The ID of the configuration group\n :param name: The name of the configuration group\n \"\"\"\n return self._post('update_config_group/{}'.format(config_group_id),\n json=dict(name=name))\n\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5dac56aef00dcc6cc7a0b56db80a25f82caafb4
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: def assert_not_none(actual_result, message=""): if not message: message = f"{actual_result} resulted with None" assert actual_result, message def assert_equal(actual_result, expected_result, message=""): if not message: message = f"{actual_result} is not equal to expected " \ f"result {expected_result}" assert actual_result == expected_result, message def assert_in_list(searched_list, wanted_element, message=""): if not message: message = f"Failed to find '{wanted_element}' in list {searched_list}" assert wanted_element in searched_list, message def assert_not_in_list(searched_list, unwanted_element, message=""): if not message: message = f"'{unwanted_element}' found in list {searched_list} \n " \ f"although it should not be" assert unwanted_element not in searched_list, message def assert_of_type(wanted_type, wanted_object, message=""): if not message: message = f"{wanted_object} is not of type: {wanted_type}" assert isinstance(wanted_object, wanted_type), message
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 5
| 0
| 1,104
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\ndef assert_not_none(actual_result, message=\"\"):\n if not message:\n message = f\"{actual_result} resulted with None\"\n assert actual_result, message\n\n\ndef assert_equal(actual_result, expected_result, message=\"\"):\n if not message:\n message = f\"{actual_result} is not equal to expected \" \\\n f\"result {expected_result}\"\n assert actual_result == expected_result, message\n\n\ndef assert_in_list(searched_list, wanted_element, message=\"\"):\n if not message:\n message = f\"Failed to find '{wanted_element}' in list {searched_list}\"\n assert wanted_element in searched_list, message\n\n\ndef assert_not_in_list(searched_list, unwanted_element, message=\"\"):\n if not message:\n message = f\"'{unwanted_element}' found in list {searched_list} \\n \" \\\n f\"although it should not be\"\n assert unwanted_element not in searched_list, message\n\n\ndef assert_of_type(wanted_type, wanted_object, message=\"\"):\n if not message:\n message = f\"{wanted_object} is not of type: {wanted_type}\"\n assert isinstance(wanted_object, wanted_type), message"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5db929efd07ee76ec7142cbf1f91188279ae61e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! # source: proto/transaction.proto
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF 💡 Suggestions: Complete the expression on the last line
|
beginner
|
general
|
debugging
|
Pythoncode:Python
| 0
| 0
| 116
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Generated by the protocol buffer compiler. DO NOT EDIT!\n# source: proto/transaction.proto"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line"}]
| false
| null | null | null |
d5dbc4975d95ff84c0f9a2e3857f8af1ed9103e1
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2017 Google 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. import numpy as np import unittest from srl import movement from srl import simulation from srl import world class TestSimulation(unittest.TestCase): def test_in_terminal_state(self): w = world.World.parse('@^') sim = simulation.Simulation(world.Static(w))
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self.assertFalse(sim.in_terminal_state) sim.act(movement.ACTION_RIGHT) self.assertTrue(sim.in_terminal_state) def test_act_accumulates_score(self): w = world.World.parse('@.') sim = simulation.Simulation(world.Static(w)) sim.act(movement.ACTION_RIGHT) sim.act(movement.ACTION_LEFT) self.assertEqual(-2, sim.score) def test_to_array(self): w = world.World.parse('$.@^#') sim = simulation.Simulation(world.Static(w)) self.assertTrue( (np.array([[2, 3, 4, 5, 1]], dtype=np.int8) == sim.to_array()) .all())
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 1
| 1,411
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2017 Google Inc.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\nimport numpy as np\nimport unittest\n\nfrom srl import movement\nfrom srl import simulation\nfrom srl import world\n\n\nclass TestSimulation(unittest.TestCase):\n def test_in_terminal_state(self):\n w = world.World.parse('@^')\n sim = simulation.Simulation(world.Static(w))"}, {"role": "assistant", "content": "\n self.assertFalse(sim.in_terminal_state)\n sim.act(movement.ACTION_RIGHT)\n self.assertTrue(sim.in_terminal_state)\n\n def test_act_accumulates_score(self):\n w = world.World.parse('@.')\n sim = simulation.Simulation(world.Static(w))\n sim.act(movement.ACTION_RIGHT)\n sim.act(movement.ACTION_LEFT)\n self.assertEqual(-2, sim.score)\n\n def test_to_array(self):\n w = world.World.parse('$.@^#')\n sim = simulation.Simulation(world.Static(w))\n self.assertTrue(\n (np.array([[2, 3, 4, 5, 1]], dtype=np.int8) == sim.to_array())\n .all())"}]
| false
| null | null | null |
d5dc3b0ac30486b996b5ad01fe0ad1a247834e86
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from llvmlite import ir import xml.etree.ElementTree as et def lift(filename): root = et.parse(filename).getroot() module = ir.Module(name="lifted") for register in root.find('globals').findall('register'): if register.get('name') in flags: var = ir.GlobalVariable(module, ir.IntType(1), register.get('name')) var.initializer = ir.Constant(ir.IntType(1), None) var.linkage = 'internal' registers[register.get('name')] = var elif register.get('name') in pointers: var = ir.GlobalVariable(module, ir.PointerType(ir.IntType(8)), register.get('name')) var.initializer = ir.Constant(ir.PointerType(ir.IntType(8)), None) var.linkage = 'internal' registers[register.get('name')] = var else: var = ir.GlobalVariable(module, ir.IntType(8 * int(register.get('size'))), register.get('name')) var.initializer = ir.Constant(ir.IntType(8 * int(register.get('size'))), None) var.linkage = 'internal' registers[register.get('name')] = var for memory_location in root.find('memory').findall('memory'): var = ir.GlobalVariable(module, ir.IntType(8 * int(memory_location.get('size'))), memory_location.get('name')) var.initializer = ir.Constant(ir.IntType(8 * int(memory_location.get('size'))), None) var.linkage = 'internal' memory[memory_location.get('name')] = var func_return = ir.VoidType() fnty = ir.FunctionType(func_return, []) ir_func = ir.Function(module, fnty, "intra_function_branch") internal_functions["intra_function_branch"] = ir_func func_return = ir.VoidType() fnty = ir.FunctionType(func_return, []) ir_func = ir.Function(module, fnty, "call_indirect") internal_functions["call_indirect"] = ir_func func_return = ir.VoidType() fnty = ir.FunctionType(func_return, []) ir_func = ir.Function(module, fnty, "bit_extraction") internal_functions["bit_extraction"] = ir_func for function in root.findall('function'):
|
name = function.get('name') x = 1 while name in function_names: name = name + "_" + str(x) x += 1 function_names.append(name) address = function.get('address') functions[address] = [build_function(name, module), function] for address in functions: ir_func, function = functions[address] populate_func(ir_func, function) return module def populate_func(ir_func, function): builders, blocks = build_cfg(function, ir_func) if blocks == {}: return populate_cfg(function, builders, blocks) def build_function(name, module): func_return = ir.VoidType() fnty = ir.FunctionType(func_return, []) ir_func = ir.Function(module, fnty, name) return ir_func ... [8 more functiondefs truncated] ...
|
intermediate
|
ui
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 2,916
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom llvmlite import ir\nimport xml.etree.ElementTree as et\n\ndef lift(filename):\n root = et.parse(filename).getroot()\n module = ir.Module(name=\"lifted\")\n\n for register in root.find('globals').findall('register'):\n if register.get('name') in flags:\n var = ir.GlobalVariable(module, ir.IntType(1), register.get('name'))\n var.initializer = ir.Constant(ir.IntType(1), None)\n var.linkage = 'internal'\n registers[register.get('name')] = var\n elif register.get('name') in pointers:\n var = ir.GlobalVariable(module, ir.PointerType(ir.IntType(8)), register.get('name'))\n var.initializer = ir.Constant(ir.PointerType(ir.IntType(8)), None)\n var.linkage = 'internal'\n registers[register.get('name')] = var\n else:\n var = ir.GlobalVariable(module, ir.IntType(8 * int(register.get('size'))), register.get('name'))\n var.initializer = ir.Constant(ir.IntType(8 * int(register.get('size'))), None)\n var.linkage = 'internal'\n registers[register.get('name')] = var\n\n for memory_location in root.find('memory').findall('memory'):\n var = ir.GlobalVariable(module, ir.IntType(8 * int(memory_location.get('size'))), memory_location.get('name'))\n var.initializer = ir.Constant(ir.IntType(8 * int(memory_location.get('size'))), None)\n var.linkage = 'internal'\n memory[memory_location.get('name')] = var\n\n func_return = ir.VoidType()\n fnty = ir.FunctionType(func_return, [])\n ir_func = ir.Function(module, fnty, \"intra_function_branch\")\n internal_functions[\"intra_function_branch\"] = ir_func\n\n func_return = ir.VoidType()\n fnty = ir.FunctionType(func_return, [])\n ir_func = ir.Function(module, fnty, \"call_indirect\")\n internal_functions[\"call_indirect\"] = ir_func\n\n func_return = ir.VoidType()\n fnty = ir.FunctionType(func_return, [])\n ir_func = ir.Function(module, fnty, \"bit_extraction\")\n internal_functions[\"bit_extraction\"] = ir_func\n\n for function in root.findall('function'):"}, {"role": "assistant", "content": "\n name = function.get('name')\n x = 1\n while name in function_names:\n name = name + \"_\" + str(x)\n x += 1\n function_names.append(name)\n address = function.get('address')\n functions[address] = [build_function(name, module), function]\n\n for address in functions:\n ir_func, function = functions[address]\n populate_func(ir_func, function)\n\n return module\n\n\ndef populate_func(ir_func, function):\n builders, blocks = build_cfg(function, ir_func)\n if blocks == {}:\n return\n populate_cfg(function, builders, blocks)\n\n\ndef build_function(name, module):\n func_return = ir.VoidType()\n fnty = ir.FunctionType(func_return, [])\n ir_func = ir.Function(module, fnty, name)\n return ir_func\n\n\n\n ... [8 more functiondefs truncated] ..."}]
| false
| null | null | null |
d5dc76ad37d386c3045e8ed5404e25dd2364d605
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #/usr/bin/env python # -*- Coding: UTF-8 -*- # # WPSeku: Wordpress Security Scanner # # @url: https://github.com/m4ll0k/WPSeku # @author: Momo Outaadi (M4ll0k) import re from lib import wphttp from lib import wpprint class wplisting: chk = wphttp.UCheck() out = wpprint.wpprint() def __init__(self,agent,proxy,redir,time,url,cookie): self.url = url self.cookie = cookie self.req = wphttp.wphttp( agent=agent,proxy=proxy, redir=redir,time=time ) def run(self): paths = ['/wp-admin','/wp-includes','/wp-content/uploads', '/wp-content/plugins','/wp-content/themes' ] try: for path in paths: url = wplisting.chk.path(self.url,path) resp = self.req.send(url,c=self.cookie) if resp.status_code == 200 and resp._content != None: if resp.url == url: wplisting.out.plus('Dir {} listing enabled under: {}'.format(path,resp.url)) except Exception,e: pass
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
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Pythoncode:Python
| 2
| 1
| 925
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#/usr/bin/env python\n# -*- Coding: UTF-8 -*-\n#\n# WPSeku: Wordpress Security Scanner\n#\n# @url: https://github.com/m4ll0k/WPSeku\n# @author: Momo Outaadi (M4ll0k)\n\nimport re\n\nfrom lib import wphttp\nfrom lib import wpprint\n\nclass wplisting:\n\t\n\tchk = wphttp.UCheck() \n\tout = wpprint.wpprint()\n\t\n\tdef __init__(self,agent,proxy,redir,time,url,cookie):\n\t\tself.url = url\n\t\tself.cookie = cookie\n\t\tself.req = wphttp.wphttp(\n\t\t\tagent=agent,proxy=proxy,\n\t\t\tredir=redir,time=time\n\t\t\t)\n\tdef run(self):\n\t\tpaths = ['/wp-admin','/wp-includes','/wp-content/uploads',\n\t\t '/wp-content/plugins','/wp-content/themes'\n\t\t ]\n\t\ttry:\n\t\t\tfor path in paths:\n\t\t\t\turl = wplisting.chk.path(self.url,path)\n\t\t\t\tresp = self.req.send(url,c=self.cookie)\n\t\t\t\tif resp.status_code == 200 and resp._content != None:\n\t\t\t\t\tif resp.url == url:\n\t\t\t\t\t\twplisting.out.plus('Dir {} listing enabled under: {}'.format(path,resp.url))\n\t\texcept Exception,e:\n\t\t\tpass"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5dc93546bee372b907de208f03583a6f68c3b62
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from tw2.jit.widgets.chart import (AreaChart, BarChart, PieChart) from tw2.jit.widgets.graph import (ForceDirectedGraph, RadialGraph) from tw2.jit.widgets.tree import (SpaceTree, HyperTree, Sunburst, Icicle, TreeMap)
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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intermediate
|
database
|
error_detection
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Pythoncode:Python
| 0
| 0
| 251
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\nfrom tw2.jit.widgets.chart import (AreaChart, BarChart, PieChart)\nfrom tw2.jit.widgets.graph import (ForceDirectedGraph, RadialGraph)\nfrom tw2.jit.widgets.tree import (SpaceTree, HyperTree, Sunburst,\n Icicle, TreeMap)"}, {"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
|
d5deac526ab7e57ca5c90998d8462e6ef3d52eff
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import json, requests, os, shlex, asyncio, uuid, shutil from typing import Tuple from pyrogram import Client, filters ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: from pyrogram.types import InlineKeyboardButton, InlineKeyboardMarkup, CallbackQuery # Configs
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intermediate
|
api
|
incomplete_code
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Pythoncode:Python
| 0
| 0
| 120
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport json, requests, os, shlex, asyncio, uuid, shutil\r\nfrom typing import Tuple\r\nfrom pyrogram import Client, filters\r\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 pyrogram.types import InlineKeyboardButton, InlineKeyboardMarkup, CallbackQuery\r\n\r\n# Configs"}]
| true
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syntax
|
HARD_CUT
|
CRITICAL
|
d5dfc52594a99b2ee5b9d8578f257b3fdecb0fcf
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import wx import wx.adv import random import util import config import time import datetime import threading import requests import json from functools import partial class ReqeusterThread(threading.Thread): # https://www.oreilly.com/library/view/python-cookbook/0596001673/ch06s03.html def __init__(self, name, parent_thread, parent_panel): threading.Thread.__init__(self, name=name) self._stopevent = threading.Event() self.parent_panel = parent_panel self.parent_thread = parent_thread def run(self): while (not self._stopevent.is_set()) and self.parent_thread.is_alive(): print("hello") # print(self.parent_panel.info_widget_dict) # print(self.parent_panel.info) # chnage to real time end = datetime.datetime.now() start = end - datetime.timedelta(minutes=1) self.parent_panel.info["start"] = util.convert_to_GMT_zone(start) self.parent_panel.info["end"] = util.convert_to_GMT_zone(end) self.parent_panel._send_request(self.parent_panel.info) self._stopevent.wait(5.0) def join(self, timeout=None): self._stopevent.set() print("thread stop") threading.Thread.join(self, timeout) class RightPanel(wx.Panel): def __init__(self, parent, info={}): wx.Panel.__init__(self, parent=parent) self.drop_down_menu_ID = None self.result_visual_ID = None self.info = info self._init_UI() ... [17 more functiondefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 62: ... [17 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 22 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 31 Unexpected indentation at line 32 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 47 Unexpected indentation at line 48 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 59 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
|
api
|
code_review
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Pythoncode:Python
| 4
| 2
| 1,614
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport wx\nimport wx.adv\nimport random\nimport util\nimport config\n\nimport time\nimport datetime\nimport threading\n\nimport requests\nimport json\n\n\nfrom functools import partial\n\nclass ReqeusterThread(threading.Thread):\n # https://www.oreilly.com/library/view/python-cookbook/0596001673/ch06s03.html\n\n def __init__(self, name, parent_thread, parent_panel):\n threading.Thread.__init__(self, name=name)\n \n self._stopevent = threading.Event()\n self.parent_panel = parent_panel\n self.parent_thread = parent_thread\n\n\n def run(self):\n while (not self._stopevent.is_set()) and self.parent_thread.is_alive():\n print(\"hello\")\n # print(self.parent_panel.info_widget_dict)\n # print(self.parent_panel.info)\n\n # chnage to real time\n end = datetime.datetime.now()\n start = end - datetime.timedelta(minutes=1)\n self.parent_panel.info[\"start\"] = util.convert_to_GMT_zone(start)\n self.parent_panel.info[\"end\"] = util.convert_to_GMT_zone(end)\n\n \n self.parent_panel._send_request(self.parent_panel.info)\n self._stopevent.wait(5.0)\n\n\n def join(self, timeout=None):\n self._stopevent.set()\n print(\"thread stop\")\n threading.Thread.join(self, timeout)\n\n\nclass RightPanel(wx.Panel):\n \n def __init__(self, parent, info={}):\n wx.Panel.__init__(self, parent=parent)\n self.drop_down_menu_ID = None\n self.result_visual_ID = None\n\n self.info = info\n self._init_UI()\n\n\n ... [17 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 62: ... [17 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 22\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 31\n Unexpected indentation at line 32\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 47\n Unexpected indentation at line 48\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 59\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d5e12ba6cbfd755e451e70540ba00bbbd7d6bc8c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def insert_cards(cards): """Insert or update models.Card entities in the search facility.""" # TODO(chris): should we allow more than 200 cards per call? assert len(cards) <= 200, len(cards) card_docs = map(_card2doc, cards) index = search.Index(name=CARD_INDEX_NAME) index.put(card_docs) def delete_cards(cards): """Delete models.Card entities from the search facility.""" index = search.Index(name=CARD_INDEX_NAME) card_doc_ids = map(_card2docid, cards) index.delete(card_doc_ids) def query_cards(query_str, limit=QUERY_LIMIT, web_safe_cursor=None, ids_only=False, user_key=None): """Return the search.SearchResults for a query. ids_only is useful because the returned document IDs are url-safe keys for models.Card entities. """ if web_safe_cursor: cursor = search.Cursor(web_safe_string=web_safe_cursor) else: cursor = None index = search.Index(name=CARD_INDEX_NAME) query_processor = _QueryProcessor( query_str, name_field='user_nickname', tag_field='tag', private_field='private', user_key_field='user_key', query_options=search.QueryOptions(limit=limit, cursor=cursor, ids_only=ids_only), user_key=user_key) search_results = index.search(query_processor.query()) # TODO(chris): should this return partially-instantiated # models.Card instances instead of leaking implementation details # like we do now? return search_results
|
def _card2doc(card): # TODO(chris): should we include all fields that would be needed # for rendering a search results item to avoid entity lookup? tag_fields = [search.AtomField(name='tag', value=tag) for tag in card.tags] doc = search.Document( doc_id=_card2docid(card), fields=[ search.AtomField(name='doc_version', value=CARD_DOCUMENT_VERSION), search.AtomField(name='user_key', value=card.user_key.urlsafe()), # TODO(chris): is user_nickname always a direct-match # shortname, e.g., @chris? search.AtomField(name='user_nickname', value=card.user_nickname), # TODO(chris): support HtmlField for richer cards? search.TextField(name='front', value=card.front), search.TextField(name='back', value=card.back), search.TextField(name='info', value=card.info), search.DateField(name='added', value=card.added), search.DateField(name='modified', value=card.modified), search.AtomField(name='source_url', value=card.source_url), search.AtomField(name='private', value="1" if card.private else "0"), ] + tag_fields) return doc def _card2docid(card): # We set the search.Document's ID to the entity key it mirrors. return card.key.urlsafe() ... [6 more functiondefs truncated] ...
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intermediate
|
testing
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code_completion
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Pythoncode:Python
| 5
| 0
| 2,961
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef insert_cards(cards):\n \"\"\"Insert or update models.Card entities in the search facility.\"\"\"\n # TODO(chris): should we allow more than 200 cards per call?\n assert len(cards) <= 200, len(cards)\n card_docs = map(_card2doc, cards)\n index = search.Index(name=CARD_INDEX_NAME)\n index.put(card_docs)\n\n\ndef delete_cards(cards):\n \"\"\"Delete models.Card entities from the search facility.\"\"\"\n index = search.Index(name=CARD_INDEX_NAME)\n card_doc_ids = map(_card2docid, cards)\n index.delete(card_doc_ids)\n\n\ndef query_cards(query_str, limit=QUERY_LIMIT, web_safe_cursor=None,\n ids_only=False, user_key=None):\n \"\"\"Return the search.SearchResults for a query.\n\n ids_only is useful because the returned document IDs are url-safe\n keys for models.Card entities.\n \"\"\"\n if web_safe_cursor:\n cursor = search.Cursor(web_safe_string=web_safe_cursor)\n else:\n cursor = None\n\n index = search.Index(name=CARD_INDEX_NAME)\n query_processor = _QueryProcessor(\n query_str,\n name_field='user_nickname',\n tag_field='tag',\n private_field='private',\n user_key_field='user_key',\n query_options=search.QueryOptions(limit=limit, cursor=cursor,\n ids_only=ids_only),\n user_key=user_key)\n search_results = index.search(query_processor.query())\n # TODO(chris): should this return partially-instantiated\n # models.Card instances instead of leaking implementation details\n # like we do now?\n return search_results"}, {"role": "assistant", "content": "\ndef _card2doc(card):\n # TODO(chris): should we include all fields that would be needed\n # for rendering a search results item to avoid entity lookup?\n tag_fields = [search.AtomField(name='tag', value=tag) for tag in card.tags]\n doc = search.Document(\n doc_id=_card2docid(card),\n fields=[\n search.AtomField(name='doc_version', value=CARD_DOCUMENT_VERSION),\n search.AtomField(name='user_key', value=card.user_key.urlsafe()),\n # TODO(chris): is user_nickname always a direct-match\n # shortname, e.g., @chris?\n search.AtomField(name='user_nickname', value=card.user_nickname),\n # TODO(chris): support HtmlField for richer cards?\n search.TextField(name='front', value=card.front),\n search.TextField(name='back', value=card.back),\n search.TextField(name='info', value=card.info),\n search.DateField(name='added', value=card.added),\n search.DateField(name='modified', value=card.modified),\n search.AtomField(name='source_url', value=card.source_url),\n search.AtomField(name='private', value=\"1\" if card.private else \"0\"),\n ] + tag_fields)\n return doc\n\n\ndef _card2docid(card):\n # We set the search.Document's ID to the entity key it mirrors.\n return card.key.urlsafe()\n\n\n\n ... [6 more functiondefs truncated] ..."}]
| false
| null | null | null |
d5e19c75c00ba0d6d2f1c4a0eb15f229a98c4904
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import copy import sys class Board: def __init__(self, width, height): self.width = width self.height = height self.cell = [[EMPTY for col in range (0, width)] for row in range(0, height)] def parse_cell_char(self, players, row, col, char): result = -1 if char == S_PLAYER1: players[0].row = row; players[0].col = col; elif char == S_PLAYER2: players[1].row = row; players[1].col = col; for (i, symbol) in CHARTABLE: if symbol == char: result = i break return result def parse_cell(self, players, row, col, data): cell = [] for char in data: item = self.parse_cell_char(players, row, col, char) cell.append(item) return cell def parse(self, players, data): cells = data.split(',') col = 0 row = 0 for cell in cells: if (col >= self.width): col = 0 row +=1 self.cell[row][col] = self.parse_cell(players, row, col, cell) col += 1 def in_bounds (self, row, col): return row >= 0 and col >= 0 and col < self.width and row < self.height def is_legal(self, row, col, my_id): enemy_id = my_id ^ 1 return (self.in_bounds(row, col)) and (not BLOCKED == self.cell[row][col]) and (not enemy_id == self.cell[row][col]) def is_legal_tuple(self, loc): row, col = loc return self.is_legal(row, col) def get_adjacent(self, row, col): result = [] for (o_row, o_col), _ in DIRS: t_row, t_col = o_row + row, o_col + col if self.is_legal(t_row, t_col): result.append((t_row, t_col)) return result def legal_moves(self, my_id, players): my_player = players[my_id] result = [] for ((o_row, o_col), order) in DIRS: t_row = my_player.row + o_row t_col = my_player.col + o_col if self.is_legal(t_row, t_col, my_id): result.append(((o_row, o_col), order)) else: pass return result def update_cell(self, row, col, data): self.cell[row][col] = data def output_cell(self, cell): done = False for (i, symbol) in CHARTABLE: if i == cell: if not done: sys.stderr.write(symbol) done = True break if not done: sys.stderr.write("!") done = True def output(self): for row in self.cell: sys.stderr.write("\n") for cell in row: self.output_cell(cell) sys.stderr.write("\n") sys.stderr.flush() ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
oop
|
refactoring
|
Pythoncode:Python
| 12
| 1
| 2,908
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport copy\nimport sys\n\nclass Board:\n\n def __init__(self, width, height):\n self.width = width\n self.height = height\n self.cell = [[EMPTY for col in range (0, width)] for row in range(0, height)]\n\n def parse_cell_char(self, players, row, col, char):\n result = -1\n if char == S_PLAYER1:\n players[0].row = row;\n players[0].col = col;\n elif char == S_PLAYER2:\n players[1].row = row;\n players[1].col = col;\n for (i, symbol) in CHARTABLE:\n if symbol == char:\n result = i\n break\n return result\n\n def parse_cell(self, players, row, col, data):\n cell = []\n for char in data:\n item = self.parse_cell_char(players, row, col, char)\n cell.append(item)\n return cell\n\n def parse(self, players, data):\n cells = data.split(',')\n col = 0\n row = 0\n for cell in cells:\n if (col >= self.width):\n col = 0\n row +=1\n self.cell[row][col] = self.parse_cell(players, row, col, cell)\n col += 1\n\n def in_bounds (self, row, col):\n return row >= 0 and col >= 0 and col < self.width and row < self.height\n\n def is_legal(self, row, col, my_id):\n enemy_id = my_id ^ 1\n return (self.in_bounds(row, col)) and (not BLOCKED == self.cell[row][col]) and (not enemy_id == self.cell[row][col])\n\n def is_legal_tuple(self, loc):\n row, col = loc\n return self.is_legal(row, col)\n\n def get_adjacent(self, row, col):\n result = []\n for (o_row, o_col), _ in DIRS:\n t_row, t_col = o_row + row, o_col + col\n if self.is_legal(t_row, t_col):\n result.append((t_row, t_col))\n return result\n\n def legal_moves(self, my_id, players):\n my_player = players[my_id]\n result = []\n for ((o_row, o_col), order) in DIRS:\n t_row = my_player.row + o_row\n t_col = my_player.col + o_col\n if self.is_legal(t_row, t_col, my_id):\n result.append(((o_row, o_col), order))\n else:\n pass\n return result\n \n def update_cell(self, row, col, data):\n self.cell[row][col] = data\n\n def output_cell(self, cell):\n done = False\n for (i, symbol) in CHARTABLE:\n if i == cell:\n if not done:\n sys.stderr.write(symbol)\n done = True\n break\n if not done:\n sys.stderr.write(\"!\")\n done = True\n \n def output(self):\n for row in self.cell:\n sys.stderr.write(\"\\n\")\n for cell in row:\n self.output_cell(cell)\n sys.stderr.write(\"\\n\")\n sys.stderr.flush()\n\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 |
d5e280ff84ed8b441621c5c137faf53691c8d37c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import sys sys.setrecursionlimit(10000) def dfs(r, c): global visit visit[r][c] = True mov = [(-1, 0), (0, -1), (1, 0), (0, 1)] for i in range(4): dr, dc = mov[i] nr, nc = r + dr, c + dc if 0 <= nr < N and 0 <= nc < M and visit[nr][nc] == False and board[nr][nc] == 1: dfs(nr, nc) T = int(input()) for _ in range(T): M, N, K = map(int, input().split()) board = [[0] * M for _ in range(N)] for _ in range(K): c, r = map(int, input().split())
|
board[r][c] = 1 visit = [[False] * M for _ in range(N)] cnt = 0 for r in range(N): for c in range(M): if not visit[r][c] and board[r][c] == 1: cnt += 1 dfs(r, c) for ele in visit: print(ele) print() print(cnt)
|
intermediate
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general
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code_completion
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Pythoncode:Python
| 1
| 0
| 884
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport sys\r\nsys.setrecursionlimit(10000)\r\n\r\ndef dfs(r, c):\r\n global visit\r\n visit[r][c] = True\r\n mov = [(-1, 0), (0, -1), (1, 0), (0, 1)]\r\n for i in range(4):\r\n dr, dc = mov[i]\r\n nr, nc = r + dr, c + dc\r\n if 0 <= nr < N and 0 <= nc < M and visit[nr][nc] == False and board[nr][nc] == 1:\r\n dfs(nr, nc)\r\n\r\nT = int(input())\r\nfor _ in range(T):\r\n M, N, K = map(int, input().split())\r\n board = [[0] * M for _ in range(N)]\r\n for _ in range(K):\r\n c, r = map(int, input().split())"}, {"role": "assistant", "content": "\n board[r][c] = 1\r\n visit = [[False] * M for _ in range(N)]\r\n cnt = 0\r\n for r in range(N):\r\n for c in range(M):\r\n if not visit[r][c] and board[r][c] == 1:\r\n cnt += 1\r\n dfs(r, c)\r\n for ele in visit:\r\n print(ele)\r\n print()\r\n\r\n print(cnt)"}]
| false
| null | null | null |
d5e2b128cd1d2cb827ad4460d329a4ebc4a12998
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class BinaryTree(object): """ Representation of a general binary tree data: value of element left: Left subtree right: Right subtree """ def __init__(self, data, left=None, right=None): if data is None: raise ValueError('data cannot be null') self.data = data self.left = left self.right = right def insert(self, data): raise NotImplementedError('Method insert is not Implemented') def delete(self, data): raise NotImplementedError('Method delete is not implemented') def inorder_traversal(self, write=True): """ Return list of node data as inorder traversal. If write is True then print as well. This is a iterative tree inorder traversal. Algorithm: 1. Create a stack of nodes node_stack 2. Mark root as current 3. While current is not none or node_stack is not empty a. While current is not empty push current to nde_stack and reassign current to current->left b. If current is empty and node_stack is not empty then pop the top of stack and print that node c. mark current as poped_node->right """ traversal_lis = [] node_stack = [] current = self while current or node_stack: while current: node_stack.append(current) current = current.left if node_stack: node = node_stack.pop() traversal_lis.append(node.data) current = node.right if write: for item in traversal_lis: print(item, end=' ') return traversal_lis
|
def preorder_traversal(self, write=True): """ Return list of node data as preorder traversal. If write is true then print as well. Algorithm: 1. Create stack of nodes as node_stack 2. Mark root as current 3. While current is not none or node_stack is not empty a. While current is not empty i. Push current to node_stack ii. Add current->data to traversal_list iii. Reassign current to current->left b. If node_stack is not empty then pop the topmost node from node_stack and assign current to poped_node->right """ traversal_lis = [] node_stack = [] current = self while current or node_stack: while current: node_stack.append(current) traversal_lis.append(current.data) current = current.left if node_stack: node = node_stack.pop() current = node.right if write: for item in traversal_lis: print(item, end=' ') return traversal_lis ... [3 more functiondefs truncated] ...
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advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,914
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass BinaryTree(object):\n \"\"\"\n Representation of a general binary tree\n data: value of element\n left: Left subtree\n right: Right subtree\n \"\"\"\n\n def __init__(self, data, left=None, right=None):\n if data is None:\n raise ValueError('data cannot be null')\n self.data = data\n self.left = left\n self.right = right\n\n def insert(self, data):\n raise NotImplementedError('Method insert is not Implemented')\n\n def delete(self, data):\n raise NotImplementedError('Method delete is not implemented')\n\n def inorder_traversal(self, write=True):\n \"\"\"\n Return list of node data as inorder traversal. If write is True then print as well.\n\n This is a iterative tree inorder traversal.\n Algorithm:\n 1. Create a stack of nodes node_stack\n 2. Mark root as current\n 3. While current is not none or node_stack is not empty\n a. While current is not empty push current to nde_stack and reassign current to current->left\n b. If current is empty and node_stack is not empty then pop the top of stack and print that node\n c. mark current as poped_node->right\n \"\"\"\n traversal_lis = []\n node_stack = []\n current = self\n while current or node_stack:\n while current:\n node_stack.append(current)\n current = current.left\n if node_stack:\n node = node_stack.pop()\n traversal_lis.append(node.data)\n current = node.right\n if write:\n for item in traversal_lis:\n print(item, end=' ')\n return traversal_lis"}, {"role": "assistant", "content": "\n\n def preorder_traversal(self, write=True):\n \"\"\"\n Return list of node data as preorder traversal. If write is true then print as well.\n\n Algorithm:\n 1. Create stack of nodes as node_stack\n 2. Mark root as current\n 3. While current is not none or node_stack is not empty\n a. While current is not empty\n i. Push current to node_stack\n ii. Add current->data to traversal_list\n iii. Reassign current to current->left\n b. If node_stack is not empty then pop the topmost node from node_stack and assign current to\n poped_node->right\n \"\"\"\n traversal_lis = []\n node_stack = []\n current = self\n while current or node_stack:\n while current:\n node_stack.append(current)\n traversal_lis.append(current.data)\n current = current.left\n if node_stack:\n node = node_stack.pop()\n current = node.right\n if write:\n for item in traversal_lis:\n print(item, end=' ')\n return traversal_lis\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
d5e2b817212060ef7c5fee7505c4febd057adc71
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import voluptuous as vol import homeassistant.helpers.config_validation as cv from homeassistant.const import CONF_HOST, CONF_PASSWORD, CONF_PATH, CONF_USERNAME DOMAIN = "vaddio_conferenceshot" DATA_SCHEMA = vol.Schema( # Complete this line vol.Required(CONF_HOST): cv.string, vol.Required(CONF_USERNAME): cv.string, vol.Required(CONF_PASSWORD): cv.string, } ) SERVICE_RECALL_PRESET = "move_to_preset" ATTR_PRESET_ID = "preset"
|
The missing line is: {
|
intermediate
|
ui
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 445
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport voluptuous as vol\n\nimport homeassistant.helpers.config_validation as cv\nfrom homeassistant.const import CONF_HOST, CONF_PASSWORD, CONF_PATH, CONF_USERNAME\n\nDOMAIN = \"vaddio_conferenceshot\"\n\nDATA_SCHEMA = vol.Schema(\n # Complete this line\n vol.Required(CONF_HOST): cv.string,\n vol.Required(CONF_USERNAME): cv.string,\n vol.Required(CONF_PASSWORD): cv.string,\n }\n)\n\nSERVICE_RECALL_PRESET = \"move_to_preset\"\nATTR_PRESET_ID = \"preset\""}, {"role": "assistant", "content": "The missing line is:\n {"}]
| false
| null | null | null |
d5e30ec5517ff0e5f54798d022557ddc8306de32
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright (c) 2020 LightOn, All Rights Reserved. # This file is subject to the terms and conditions defined in # file 'LICENSE.txt', which is part of this source code package. ... [31 more classdefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 6: ... [31 more classdefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
oop
|
debugging
|
Pythoncode:Python
| 0
| 0
| 224
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright (c) 2020 LightOn, All Rights Reserved.\n# This file is subject to the terms and conditions defined in\n# file 'LICENSE.txt', which is part of this source code package.\n\n\n ... [31 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 6: ... [31 more classdefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d5e3869d32d3fe51b72766bc724a95897a33b8c9
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from shovel import task @task def hello(name='Foo'): '''Prints "Hello, " followed by the provided name. Examples: shovel bar.hello shovel bar.hello --name=Erin http://localhost:3000/bar.hello?Erin''' print('Hello, %s' % name) @task def args(*args): '''Echos back all the args you give it. This exists mostly to demonstrate the fact that shovel is compatible with variable argument functions. Examples: shovel bar.args 1 2 3 4 http://localhost:3000/bar.args?1&2&3&4'''
|
for arg in args: print('You said "%s"' % arg) @task def kwargs(**kwargs): '''Echos back all the kwargs you give it. This exists mostly to demonstrate that shovel is compatible with the keyword argument functions. Examples: shovel bar.kwargs --foo=5 --bar 5 --howdy hey http://localhost:3000/bar.kwargs?foo=5&bar=5&howdy=hey''' for key, val in kwargs.items(): print('You said "%s" => "%s"' % (key, val))
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 1,022
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom shovel import task\n\n@task\ndef hello(name='Foo'):\n '''Prints \"Hello, \" followed by the provided name.\n \n Examples:\n shovel bar.hello\n shovel bar.hello --name=Erin\n http://localhost:3000/bar.hello?Erin'''\n print('Hello, %s' % name)\n\n@task\ndef args(*args):\n '''Echos back all the args you give it.\n \n This exists mostly to demonstrate the fact that shovel\n is compatible with variable argument functions.\n \n Examples:\n shovel bar.args 1 2 3 4\n http://localhost:3000/bar.args?1&2&3&4'''"}, {"role": "assistant", "content": "\n for arg in args:\n print('You said \"%s\"' % arg)\n\n@task\ndef kwargs(**kwargs):\n '''Echos back all the kwargs you give it.\n \n This exists mostly to demonstrate that shovel is\n compatible with the keyword argument functions.\n \n Examples:\n shovel bar.kwargs --foo=5 --bar 5 --howdy hey\n http://localhost:3000/bar.kwargs?foo=5&bar=5&howdy=hey'''\n for key, val in kwargs.items():\n print('You said \"%s\" => \"%s\"' % (key, val))"}]
| false
| null | null | null |
d5e4c8d6143747e9fa0113815e838834d857b208
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # This file is part of Scapy # See http://www.secdev.org/projects/scapy for more information # Copyright (C) Philippe Biondi <phil@secdev.org> # This program is published under a GPLv2 license class ConfClass(object): def configure(self, cnf): self.__dict__ = cnf.__dict__.copy() def __repr__(self): return str(self) def __str__(self): s = "" keys = self.__class__.__dict__.copy() keys.update(self.__dict__) keys = sorted(keys) for i in keys: if i[0] != "_": r = repr(getattr(self, i)) r = " ".join(r.split()) wlen = 76 - max(len(i), 10) if len(r) > wlen: r = r[:wlen - 3] + "..." s += "%-10s = %s\n" % (i, r) return s[:-1] class Interceptor(object): def __init__(self, name=None, default=None, hook=None, args=None, kargs=None): self.name = name self.intname = "_intercepted_%s" % name self.default = default self.hook = hook self.args = args if args is not None else [] self.kargs = kargs if kargs is not None else {} def __get__(self, obj, typ=None): if not hasattr(obj, self.intname): setattr(obj, self.intname, self.default) return getattr(obj, self.intname) @staticmethod def set_from_hook(obj, name, val): int_name = "_intercepted_%s" % name setattr(obj, int_name, val) Error: SyntaxError / EOF
|
Fixed Code: # This file is part of Scapy # See http://www.secdev.org/projects/scapy for more information # Copyright (C) Philippe Biondi <phil@secdev.org> # This program is published under a GPLv2 license class ConfClass(object): def configure(self, cnf): self.__dict__ = cnf.__dict__.copy() def __repr__(self): return str(self) def __str__(self): s = "" keys = self.__class__.__dict__.copy() keys.update(self.__dict__) keys = sorted(keys) for i in keys: if i[0] != "_": r = repr(getattr(self, i)) Explanation: Complete the truncated code structure
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 13
| 4
| 1,497
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# This file is part of Scapy\n# See http://www.secdev.org/projects/scapy for more information\n# Copyright (C) Philippe Biondi <phil@secdev.org>\n# This program is published under a GPLv2 license\n\nclass ConfClass(object):\n def configure(self, cnf):\n self.__dict__ = cnf.__dict__.copy()\n\n def __repr__(self):\n return str(self)\n\n def __str__(self):\n s = \"\"\n keys = self.__class__.__dict__.copy()\n keys.update(self.__dict__)\n keys = sorted(keys)\n for i in keys:\n if i[0] != \"_\":\n r = repr(getattr(self, i))\n r = \" \".join(r.split())\n wlen = 76 - max(len(i), 10)\n if len(r) > wlen:\n r = r[:wlen - 3] + \"...\"\n s += \"%-10s = %s\\n\" % (i, r)\n return s[:-1]\n\n\nclass Interceptor(object):\n def __init__(self, name=None, default=None,\n hook=None, args=None, kargs=None):\n self.name = name\n self.intname = \"_intercepted_%s\" % name\n self.default = default\n self.hook = hook\n self.args = args if args is not None else []\n self.kargs = kargs if kargs is not None else {}\n\n def __get__(self, obj, typ=None):\n if not hasattr(obj, self.intname):\n setattr(obj, self.intname, self.default)\n return getattr(obj, self.intname)\n\n @staticmethod\n def set_from_hook(obj, name, val):\n int_name = \"_intercepted_%s\" % name\n setattr(obj, int_name, val)\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# This file is part of Scapy\n# See http://www.secdev.org/projects/scapy for more information\n# Copyright (C) Philippe Biondi <phil@secdev.org>\n# This program is published under a GPLv2 license\n\nclass ConfClass(object):\n def configure(self, cnf):\n self.__dict__ = cnf.__dict__.copy()\n\n def __repr__(self):\n return str(self)\n\n def __str__(self):\n s = \"\"\n keys = self.__class__.__dict__.copy()\n keys.update(self.__dict__)\n keys = sorted(keys)\n for i in keys:\n if i[0] != \"_\":\n r = repr(getattr(self, i))\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d5e5a12f0690f68a0f2da693b51965dfe681eeea
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from __future__ import print_function from __future__ import division from __future__ import absolute_import import tempfile import pytest import time from treq.testing import StubTreq from rasa_nlu.config import RasaNLUConfig import json import io from tests import utilities from tests.utilities import ResponseTest from rasa_nlu.server import RasaNLU def app(tmpdir_factory): """ This fixture makes use of the IResource interface of the Klein application to mock Rasa HTTP server. :param component_builder: :return: """ _, nlu_log_file = tempfile.mkstemp(suffix="_rasa_nlu_logs.json") _config = { 'write': nlu_log_file, 'port': -1, # unused in test app "pipeline": "keyword", "path": tmpdir_factory.mktemp("projects").strpath, "server_model_dirs": {}, "data": "./data/demo-restaurants.json", "emulate": "wit", "max_training_processes": 1 } config = RasaNLUConfig(cmdline_args=_config) # Complete this line return StubTreq(rasa.app.resource()) @pytest.fixture def rasa_default_train_data(): with io.open('data/examples/rasa/demo-rasa.json', encoding='utf-8') as train_file: return json.loads(train_file.read()) @pytest.inlineCallbacks def test_root(app): response = yield app.get("http://dummy_uri/") content = yield response.text() assert response.code == 200 and content.startswith("hello") @pytest.inlineCallbacks def test_status(app): response = yield app.get("http://dummy_uri/status") rjs = yield response.json() assert response.code == 200 and "available_projects" in rjs assert "default" in rjs["available_projects"] @pytest.inlineCallbacks def test_config(app): response = yield app.get("http://dummy_uri/config") assert response.code == 200 @pytest.inlineCallbacks def test_version(app): response = yield app.get("http://dummy_uri/version") rjs = yield response.json() assert response.code == 200 and "version" in rjs @pytest.mark.parametrize("response_test", [ ResponseTest( "http://dummy_uri/parse?q=hello", [{"entities": {}, "confidence": 1.0, "intent": "greet", "_text": "hello"}] ), ResponseTest( "http://dummy_uri/parse?query=hello", [{"entities": {}, "confidence": 1.0, "intent": "greet", "_text": "hello"}] ), ResponseTest( "http://dummy_uri/parse?q=hello ńöñàśçií", [{"entities": {}, "confidence": 1.0, "intent": "greet", "_text": "hello ńöñàśçií"}] ), ResponseTest( "http://dummy_uri/parse?q=", [{"entities": {}, "confidence": 0.0, "intent": None, "_text": ""}] ), ]) @pytest.inlineCallbacks ... [5 more functiondefs truncated] ...
|
The missing line is: rasa = RasaNLU(config, testing=True)
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 0
| 2,844
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\nfrom __future__ import print_function\nfrom __future__ import division\nfrom __future__ import absolute_import\n\nimport tempfile\n\nimport pytest\nimport time\n\nfrom treq.testing import StubTreq\n\nfrom rasa_nlu.config import RasaNLUConfig\nimport json\nimport io\n\nfrom tests import utilities\nfrom tests.utilities import ResponseTest\nfrom rasa_nlu.server import RasaNLU\n\n\ndef app(tmpdir_factory):\n \"\"\"\n This fixture makes use of the IResource interface of the Klein application to mock Rasa HTTP server.\n :param component_builder:\n :return:\n \"\"\"\n\n _, nlu_log_file = tempfile.mkstemp(suffix=\"_rasa_nlu_logs.json\")\n _config = {\n 'write': nlu_log_file,\n 'port': -1, # unused in test app\n \"pipeline\": \"keyword\",\n \"path\": tmpdir_factory.mktemp(\"projects\").strpath,\n \"server_model_dirs\": {},\n \"data\": \"./data/demo-restaurants.json\",\n \"emulate\": \"wit\",\n \"max_training_processes\": 1\n }\n\n config = RasaNLUConfig(cmdline_args=_config)\n # Complete this line\n return StubTreq(rasa.app.resource())\n\n\n@pytest.fixture\ndef rasa_default_train_data():\n with io.open('data/examples/rasa/demo-rasa.json',\n encoding='utf-8') as train_file:\n return json.loads(train_file.read())\n\n\n@pytest.inlineCallbacks\ndef test_root(app):\n response = yield app.get(\"http://dummy_uri/\")\n content = yield response.text()\n assert response.code == 200 and content.startswith(\"hello\")\n\n\n@pytest.inlineCallbacks\ndef test_status(app):\n response = yield app.get(\"http://dummy_uri/status\")\n rjs = yield response.json()\n assert response.code == 200 and \"available_projects\" in rjs\n assert \"default\" in rjs[\"available_projects\"]\n\n\n@pytest.inlineCallbacks\ndef test_config(app):\n response = yield app.get(\"http://dummy_uri/config\")\n assert response.code == 200\n\n\n@pytest.inlineCallbacks\ndef test_version(app):\n response = yield app.get(\"http://dummy_uri/version\")\n rjs = yield response.json()\n assert response.code == 200 and \"version\" in rjs\n\n\n@pytest.mark.parametrize(\"response_test\", [\n ResponseTest(\n \"http://dummy_uri/parse?q=hello\",\n [{\"entities\": {}, \"confidence\": 1.0, \"intent\": \"greet\", \"_text\": \"hello\"}]\n ),\n ResponseTest(\n \"http://dummy_uri/parse?query=hello\",\n [{\"entities\": {}, \"confidence\": 1.0, \"intent\": \"greet\", \"_text\": \"hello\"}]\n ),\n ResponseTest(\n \"http://dummy_uri/parse?q=hello \u0144\u00f6\u00f1\u00e0\u015b\u00e7i\u00ed\",\n [{\"entities\": {}, \"confidence\": 1.0, \"intent\": \"greet\", \"_text\": \"hello \u0144\u00f6\u00f1\u00e0\u015b\u00e7i\u00ed\"}]\n ),\n ResponseTest(\n \"http://dummy_uri/parse?q=\",\n [{\"entities\": {}, \"confidence\": 0.0, \"intent\": None, \"_text\": \"\"}]\n ),\n])\n@pytest.inlineCallbacks\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n rasa = RasaNLU(config, testing=True)"}]
| false
| null | null | null |
d5e70f438163ee68472f800dcc1f45bfb446e30f
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os import platform import socket import sysconfig from typing import List, Any, Tuple, Union import warnings from bugsnag.sessiontracker import SessionMiddleware from bugsnag.middleware import DefaultMiddleware, MiddlewareStack from bugsnag.utils import (fully_qualified_class_name, validate_str_setter, class Configuration: """ Global app-level Bugsnag configuration settings. """ def __init__(self): self.api_key = os.environ.get('BUGSNAG_API_KEY', None) self.release_stage = os.environ.get("BUGSNAG_RELEASE_STAGE", "production") self.notify_release_stages = None self.auto_notify = True self.send_code = True self.send_environment = False self.asynchronous = True self.delivery = create_default_delivery() self.lib_root = sysconfig.get_path('purelib') self.project_root = os.getcwd() self.app_type = None self.app_version = None self.params_filters = ["password", "password_confirmation", "cookie", "authorization"] self.ignore_classes = [ "KeyboardInterrupt", "django.http.Http404", "django.http.response.Http404", ] self.endpoint = DEFAULT_ENDPOINT self.session_endpoint = DEFAULT_SESSIONS_ENDPOINT self.auto_capture_sessions = True self.traceback_exclude_modules = [] self.middleware = MiddlewareStack() self.internal_middleware = MiddlewareStack() self.internal_middleware.append(DefaultMiddleware) self.internal_middleware.append(SessionMiddleware) self.proxy_host = None if not os.getenv("DYNO"): self.hostname = socket.gethostname() else: self.hostname = None self.runtime_versions = {"python": platform.python_version()} ... [51 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 12 Unclosed '(' at line 10 - expected ')' SyntaxError: '(' was never closed at line 10 ⚠️ Warnings: Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 💡 Suggestions: Complete the expression on the last line Add closing quote at line 12 Add closing ')' bracket
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 1
| 1
| 1,961
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nimport platform\nimport socket\nimport sysconfig\nfrom typing import List, Any, Tuple, Union\nimport warnings\n\nfrom bugsnag.sessiontracker import SessionMiddleware\nfrom bugsnag.middleware import DefaultMiddleware, MiddlewareStack\nfrom bugsnag.utils import (fully_qualified_class_name, validate_str_setter,\nclass Configuration:\n \"\"\"\n Global app-level Bugsnag configuration settings.\n \"\"\"\n def __init__(self):\n self.api_key = os.environ.get('BUGSNAG_API_KEY', None)\n self.release_stage = os.environ.get(\"BUGSNAG_RELEASE_STAGE\",\n \"production\")\n self.notify_release_stages = None\n self.auto_notify = True\n self.send_code = True\n self.send_environment = False\n self.asynchronous = True\n self.delivery = create_default_delivery()\n self.lib_root = sysconfig.get_path('purelib')\n self.project_root = os.getcwd()\n self.app_type = None\n self.app_version = None\n self.params_filters = [\"password\", \"password_confirmation\", \"cookie\",\n \"authorization\"]\n self.ignore_classes = [\n \"KeyboardInterrupt\",\n \"django.http.Http404\",\n \"django.http.response.Http404\",\n ]\n self.endpoint = DEFAULT_ENDPOINT\n self.session_endpoint = DEFAULT_SESSIONS_ENDPOINT\n self.auto_capture_sessions = True\n self.traceback_exclude_modules = []\n\n self.middleware = MiddlewareStack()\n\n self.internal_middleware = MiddlewareStack()\n self.internal_middleware.append(DefaultMiddleware)\n self.internal_middleware.append(SessionMiddleware)\n\n self.proxy_host = None\n\n if not os.getenv(\"DYNO\"):\n self.hostname = socket.gethostname()\n else:\n self.hostname = None\n\n self.runtime_versions = {\"python\": platform.python_version()}\n\n\n ... [51 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 12\n Unclosed '(' at line 10 - expected ')'\n SyntaxError: '(' was never closed at line 10\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 12\n Add closing ')' bracket"}]
| false
| null | null | null |
d5e7507528f57c95fde0e247aa2531f1d8579112
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import kopf from .functions import global_logger, reconcile_secret @kopf.on.event("", "v1", "secrets") def injector_secret_event(type, event, logger, **_): obj = event["object"] namespace = obj["metadata"]["namespace"] name = obj["metadata"]["name"] # If secret already exists, indicated by type being None, the # secret is added or modified later, do a full recon
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
oop
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 388
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport kopf\n\nfrom .functions import global_logger, reconcile_secret\n\n\n@kopf.on.event(\"\", \"v1\", \"secrets\")\ndef injector_secret_event(type, event, logger, **_):\n obj = event[\"object\"]\n namespace = obj[\"metadata\"][\"namespace\"]\n name = obj[\"metadata\"][\"name\"]\n\n # If secret already exists, indicated by type being None, the\n # secret is added or modified later, do a full recon"}, {"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
|
d5e7f6433ef2aafee2885217cc2a65201e60c31e
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import datetime import os import ee import math import sys import json from ee.ee_exception import EEException from gee.inputs import getLandsat, getS1 ########## Helper functions ########## def initialize(ee_account='', ee_key_path=''): try: if ee_account and ee_key_path and os.path.exists(ee_key_path): credentials = ee.ServiceAccountCredentials(ee_account, ee_key_path) ee.Initialize(credentials) else: ee.Initialize() except Exception as e: print(e) def getReducer(reducer): reducerName = reducer.lower() if(reducerName == 'min'): return ee.Reducer.min() elif (reducerName == 'max'): return ee.Reducer.max() elif (reducerName == 'mean'): return ee.Reducer.mean() elif (reducerName == 'mode'): return ee.Reducer.mode() elif (reducerName == 'first'): return ee.Reducer.first() elif (reducerName == 'last'): return ee.Reducer.last() elif (reducerName == 'sum'): return ee.Reducer.sum() else: return ee.Reducer.median() def reduceIC(imageCollection, reducer): reducerName = reducer.lower() if(reducerName == 'min'): return imageCollection.min() elif (reducerName == 'max'): return imageCollection.max() elif (reducerName == 'mean'): return imageCollection.mean() elif (reducerName == 'mode'): return imageCollection.mode() # Complete this line return imageCollection.mosaic() elif (reducerName == 'first'): return imageCollection.first() elif (reducerName == 'sum'): return imageCollection.sum() else: return imageCollection.median() def safeParseJSON(val): if isinstance(val, dict): return val else: try: return json.loads(val) except Exception as e: try: return json.loads(val.replace("'", "\"")) except Exception as e: return {} ########## Helper routes ########## def listAvailableBands(name, assetType): eeImage = None if assetType == "imageCollection": eeImage = ee.ImageCollection(name).first() else: eeImage = ee.Image(name) return { 'bands': eeImage.bandNames().getInfo(), 'imageName': name } ########## ee.Image ########## def imageToMapId(image, visParams): eeImage = ee.Image(image) mapId = eeImage.getMapId(visParams) # TODO, just return URL so the routes are easier to deduce whats being returned. return { 'url': mapId['tile_fetcher'].url_format } ########## ee.ImageCollection ########## ... [43 more functiondefs truncated] ...
|
The missing line is: elif (reducerName == 'mosaic'):
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 6
| 0
| 2,838
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport datetime\r\nimport os\r\nimport ee\r\nimport math\r\nimport sys\r\nimport json\r\nfrom ee.ee_exception import EEException\r\nfrom gee.inputs import getLandsat, getS1\r\n\r\n\r\n########## Helper functions ##########\r\n\r\n\r\ndef initialize(ee_account='', ee_key_path=''):\r\n try:\r\n if ee_account and ee_key_path and os.path.exists(ee_key_path):\r\n credentials = ee.ServiceAccountCredentials(ee_account, ee_key_path)\r\n ee.Initialize(credentials)\r\n else:\r\n ee.Initialize()\r\n except Exception as e:\r\n print(e)\r\n\r\n\r\ndef getReducer(reducer):\r\n reducerName = reducer.lower()\r\n if(reducerName == 'min'):\r\n return ee.Reducer.min()\r\n elif (reducerName == 'max'):\r\n return ee.Reducer.max()\r\n elif (reducerName == 'mean'):\r\n return ee.Reducer.mean()\r\n elif (reducerName == 'mode'):\r\n return ee.Reducer.mode()\r\n elif (reducerName == 'first'):\r\n return ee.Reducer.first()\r\n elif (reducerName == 'last'):\r\n return ee.Reducer.last()\r\n elif (reducerName == 'sum'):\r\n return ee.Reducer.sum()\r\n else:\r\n return ee.Reducer.median()\r\n\r\n\r\ndef reduceIC(imageCollection, reducer):\r\n reducerName = reducer.lower()\r\n if(reducerName == 'min'):\r\n return imageCollection.min()\r\n elif (reducerName == 'max'):\r\n return imageCollection.max()\r\n elif (reducerName == 'mean'):\r\n return imageCollection.mean()\r\n elif (reducerName == 'mode'):\r\n return imageCollection.mode()\r\n # Complete this line\n return imageCollection.mosaic()\r\n elif (reducerName == 'first'):\r\n return imageCollection.first()\r\n elif (reducerName == 'sum'):\r\n return imageCollection.sum()\r\n else:\r\n return imageCollection.median()\r\n\r\n\r\ndef safeParseJSON(val):\r\n if isinstance(val, dict):\r\n return val\r\n else:\r\n try:\r\n return json.loads(val)\r\n except Exception as e:\r\n try:\r\n return json.loads(val.replace(\"'\", \"\\\"\"))\r\n except Exception as e:\r\n return {}\r\n\r\n\r\n########## Helper routes ##########\r\n\r\n\r\ndef listAvailableBands(name, assetType):\r\n eeImage = None\r\n if assetType == \"imageCollection\":\r\n eeImage = ee.ImageCollection(name).first()\r\n else:\r\n eeImage = ee.Image(name)\r\n return {\r\n 'bands': eeImage.bandNames().getInfo(),\r\n 'imageName': name\r\n }\r\n\r\n########## ee.Image ##########\r\n\r\n\r\ndef imageToMapId(image, visParams):\r\n eeImage = ee.Image(image)\r\n mapId = eeImage.getMapId(visParams)\r\n # TODO, just return URL so the routes are easier to deduce whats being returned.\r\n return {\r\n 'url': mapId['tile_fetcher'].url_format\r\n }\r\n\r\n########## ee.ImageCollection ##########\r\n\r\n\r\n\n ... [43 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n elif (reducerName == 'mosaic'):"}]
| false
| null | null | null |
d5e86c6edc684a9da3a98d63325e3f3c6ab77abb
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from django.contrib import admin from django.urls import path,include from django.views.generic import TemplateView from .views import Index,SignUp,UserDashboard,AdminDashboard,logout,showAdminData,deleteuser,activeUser,deactiveUser,UserDetailEdit,uploadImage # from .views import Index,UserDashboard,SignUp,AdminDashboard app_name='management' urlpatterns = [ # path('',homepage,name="index"), path('',Index.as_view(), name='index'), path('signup',SignUp.as_view(),name="signup"), path('userdashboard',UserDashboard.as_view(),name="userDashboard"), path('admindashboard',AdminDashboard.as_view(),name="adminDashboard"), path('admindashboard/showuserdata/',showAdminData.as_view(),name='showAdminData'), path('admindashboard/showuserdata/deleteuser/<userId>',deleteuser,name='deleteuser'), path('admindashboard/showuserdata/activeUser/<userId>', activeUser, name='activeUser'), path('admindashboard/showuserdata/deactiveUser/<userId>', deactiveUser, name='deactiveUser'), path('uploadimage/',uploadImage,name="uploadImage"), path(
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '[' at line 9 - expected ']' • Unclosed '(' at line 20 - expected ')' • SyntaxError: '(' was never closed at line 20 Fix: Close the string literal with matching quote
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,076
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom django.contrib import admin\nfrom django.urls import path,include\nfrom django.views.generic import TemplateView\nfrom .views import Index,SignUp,UserDashboard,AdminDashboard,logout,showAdminData,deleteuser,activeUser,deactiveUser,UserDetailEdit,uploadImage\n# from .views import Index,UserDashboard,SignUp,AdminDashboard\napp_name='management'\n\n\nurlpatterns = [\n # path('',homepage,name=\"index\"),\n path('',Index.as_view(), name='index'),\n path('signup',SignUp.as_view(),name=\"signup\"),\n path('userdashboard',UserDashboard.as_view(),name=\"userDashboard\"),\n path('admindashboard',AdminDashboard.as_view(),name=\"adminDashboard\"),\n path('admindashboard/showuserdata/',showAdminData.as_view(),name='showAdminData'),\n path('admindashboard/showuserdata/deleteuser/<userId>',deleteuser,name='deleteuser'),\n path('admindashboard/showuserdata/activeUser/<userId>', activeUser, name='activeUser'),\n path('admindashboard/showuserdata/deactiveUser/<userId>', deactiveUser, name='deactiveUser'),\n path('uploadimage/',uploadImage,name=\"uploadImage\"),\n path("}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '[' at line 9 - expected ']'\n \u2022 Unclosed '(' at line 20 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 20\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d5e8cedec4a5704ab1636f88d9b806e93b86ff8a
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: UTF-8 -*- def parseText(self): yield String(self, "text", self["size"].value, strip=" \0", truncate="\0", charset="ISO-8859-1") def parseRawFormat(self, size): yield RawBytes(self, "raw_format", size) def parseVideoFormat(self, size): yield UInt32(self, "video_size", "Video format: Size") yield UInt32(self, "width", "Video format: Width") yield UInt32(self, "height", "Video format: Height") yield UInt16(self, "panes", "Video format: Panes") yield UInt16(self, "depth", "Video format: Depth") yield UInt32(self, "tag1", "Video format: Tag1") yield UInt32(self, "img_size", "Video format: Image size") yield UInt32(self, "xpels_meter", "Video format: XPelsPerMeter") yield UInt32(self, "ypels_meter", "Video format: YPelsPerMeter") yield UInt32(self, "clr_used", "Video format: ClrUsed") yield UInt32(self, "clr_important", "Video format: ClrImportant") def parseAudioFormat(self, size): yield Enum(UInt16(self, "codec", "Audio format: Codec id"), audio_codec_name)
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Fix: Close the string literal with matching quote
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 1,057
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: UTF-8 -*-\n\ndef parseText(self):\n yield String(self, \"text\", self[\"size\"].value,\n strip=\" \\0\", truncate=\"\\0\",\n charset=\"ISO-8859-1\")\n\ndef parseRawFormat(self, size):\n yield RawBytes(self, \"raw_format\", size)\n\ndef parseVideoFormat(self, size):\n yield UInt32(self, \"video_size\", \"Video format: Size\")\n yield UInt32(self, \"width\", \"Video format: Width\")\n yield UInt32(self, \"height\", \"Video format: Height\")\n yield UInt16(self, \"panes\", \"Video format: Panes\")\n yield UInt16(self, \"depth\", \"Video format: Depth\")\n yield UInt32(self, \"tag1\", \"Video format: Tag1\")\n yield UInt32(self, \"img_size\", \"Video format: Image size\")\n yield UInt32(self, \"xpels_meter\", \"Video format: XPelsPerMeter\")\n yield UInt32(self, \"ypels_meter\", \"Video format: YPelsPerMeter\")\n yield UInt32(self, \"clr_used\", \"Video format: ClrUsed\")\n yield UInt32(self, \"clr_important\", \"Video format: ClrImportant\")\n\ndef parseAudioFormat(self, size):\n yield Enum(UInt16(self, \"codec\", \"Audio format: Codec id\"), audio_codec_name)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d5e96b9312873b5f396a18010caddd4d11bd8888
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os import re def get_subfolder_paths(folder_relative_path: str) -> list: """ Gets all subfolders of a given path :param folder_relative_path: Relative path of folder to find subfolders of :return: list of relative paths to any subfolders """ return [f.path for f in os.scandir(folder_relative_path) if f.is_dir()] def get_group_name(group_path: str) -> str: Error: IndentationError / Incomplete Function
|
Fixed Code: import os import re def get_subfolder_paths(folder_relative_path: str) -> list: """ Gets all subfolders of a given path :param folder_relative_path: Relative path of folder to find subfolders of :return: list of relative paths to any subfolders """ return [f.path for f in os.scandir(folder_relative_path) if f.is_dir()] def get_group_name(group_path: str) -> str: return group_path.split("\\")[-1] def replace_unwanted_characters(line: str) -> str: return re.sub( Explanation: Complete the function 'get_group_name' body and add missing return
|
intermediate
|
general
|
error_fixing
|
Pythoncode:Python
| 4
| 0
| 392
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\nimport re\n\n\ndef get_subfolder_paths(folder_relative_path: str) -> list:\n \"\"\"\n Gets all subfolders of a given path\n :param folder_relative_path: Relative path of folder to find subfolders of\n :return: list of relative paths to any subfolders\n \"\"\"\n return [f.path for f in os.scandir(folder_relative_path) if f.is_dir()]\n\n\ndef get_group_name(group_path: str) -> str:\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os\nimport re\n\n\ndef get_subfolder_paths(folder_relative_path: str) -> list:\n \"\"\"\n Gets all subfolders of a given path\n :param folder_relative_path: Relative path of folder to find subfolders of\n :return: list of relative paths to any subfolders\n \"\"\"\n return [f.path for f in os.scandir(folder_relative_path) if f.is_dir()]\n\n\ndef get_group_name(group_path: str) -> str:\n return group_path.split(\"\\\\\")[-1]\n\n\ndef replace_unwanted_characters(line: str) -> str:\n return re.sub(\n\n Explanation: Complete the function 'get_group_name' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
d5eae8227c1380d3fce1267b4a1949ca968db82b
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from datetime import datetime with open('/home/neo4j/neo4j-community-3.5.1/logs/debug.log', 'r') as log: begin = [] end = [] for line in log: if 'Index population started' in line: begin.append(line[:23]) elif 'Index creation finished' in line: Error: IndentationError / Expected indented block
|
Fixed Code: from datetime import datetime with open('/home/neo4j/neo4j-community-3.5.1/logs/debug.log', 'r') as log: begin = [] end = [] for line in log: if 'Index population started' in line: begin.append(line[:23]) elif 'Index creation finished' in line: end.append(line[:23]) if len(begin) == 0 or len(begin) > 9: print("Something went wrong. Please check debug.log") elif len(begin) != len(end): print("{}/{} Done. Please come back later.".format(len(end), len(begin))) Explanation: Add body to If block or use 'pass' statement
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 265
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom datetime import datetime\n\nwith open('/home/neo4j/neo4j-community-3.5.1/logs/debug.log', 'r') as log:\n begin = []\n end = []\n for line in log:\n if 'Index population started' in line:\n begin.append(line[:23])\n elif 'Index creation finished' in line:\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom datetime import datetime\n\nwith open('/home/neo4j/neo4j-community-3.5.1/logs/debug.log', 'r') as log:\n begin = []\n end = []\n for line in log:\n if 'Index population started' in line:\n begin.append(line[:23])\n elif 'Index creation finished' in line:\n end.append(line[:23])\n if len(begin) == 0 or len(begin) > 9:\n print(\"Something went wrong. Please check debug.log\")\n elif len(begin) != len(end):\n print(\"{}/{} Done. Please come back later.\".format(len(end), len(begin)))\n\n Explanation: Add body to If block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
d5eb56662663b212c6709a52f8fbe61a75880b3c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- ''' :file: setup.py :author: -Farmer :url: https://blog.farmer233.top :date: 2021/09/20 11:11:54 ''' from os import path from setuptools import setup, find_packages basedir = path.abspath(path.dirname(__file__)) with open(path.join(basedir, "README.md"), encoding='utf-8') as f: long_description = f.read() setup( name="zf-school-sdk", author="farmer.chillax", version="1.3.2", license='MIT', author_email="farmer-chong@qq.com", description="zf School SDK for Python", long_description=long_description, long_description_content_type='text/markdown', url='https://github.com/Farmer-chong/new-school-sdk', packages=find_packages(), # package_data={}, package_data={"school_sdk": ['check_code/model.pkl']}, include_package_data=True, platforms='any', zip_safe=False, install_requires=[ 'requests', 'pyquery', 'bs4', 'Pillow', 'fake-headers', 'torch', 'torchvision', ], classifiers=[ 'Environment :: Web Environment', 'Intended Audience :: Developers', 'License :: OSI Approved :: MIT License', 'Operating System :: OS Independent', 'Programming Language :: Python :: 3.8', 'Topic :: Internet :: WWW/HTTP :: Dynamic Content', 'Topic :: Software Development :: Libraries :: Python Modules' ] ) # python zf-setup.py bdist_wheel sdist # twine upload dist/*
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,489
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n'''\n :file: setup.py\n :author: -Farmer\n :url: https://blog.farmer233.top\n :date: 2021/09/20 11:11:54\n'''\n\nfrom os import path\nfrom setuptools import setup, find_packages\n\nbasedir = path.abspath(path.dirname(__file__))\n\nwith open(path.join(basedir, \"README.md\"), encoding='utf-8') as f:\n long_description = f.read()\n\n\nsetup(\n name=\"zf-school-sdk\",\n author=\"farmer.chillax\",\n version=\"1.3.2\",\n license='MIT',\n author_email=\"farmer-chong@qq.com\",\n description=\"zf School SDK for Python\",\n long_description=long_description,\n long_description_content_type='text/markdown',\n url='https://github.com/Farmer-chong/new-school-sdk',\n packages=find_packages(),\n # package_data={},\n package_data={\"school_sdk\": ['check_code/model.pkl']},\n include_package_data=True,\n platforms='any',\n zip_safe=False,\n\n install_requires=[\n 'requests',\n 'pyquery',\n 'bs4',\n 'Pillow',\n 'fake-headers',\n 'torch',\n 'torchvision',\n ],\n classifiers=[\n 'Environment :: Web Environment',\n 'Intended Audience :: Developers',\n 'License :: OSI Approved :: MIT License',\n 'Operating System :: OS Independent',\n 'Programming Language :: Python :: 3.8',\n 'Topic :: Internet :: WWW/HTTP :: Dynamic Content',\n 'Topic :: Software Development :: Libraries :: Python Modules'\n ]\n)\n\n# python zf-setup.py bdist_wheel sdist\n# twine upload dist/*"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5ec93a99d9c113668c2693c8d65499328f692cd
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # Square 方片 => sq => RGB蓝色(Blue) # Plum 梅花 => pl => RGB绿色(Green) # Spade 黑桃 => sp => RGB黑色(Black) # Heart 红桃 => he => RGB红色(Red) init_poker = { 'local': { 'head': [-1, -1, -1], 'mid': [-1, -1, -1, -1, -1], 'tail': [-1, -1, -1, -1, -1], 'drop': [-1, -1, -1, -1], 'hand': [-1, -1, -1] }, 'player1': { 'head': [-1, -1, -1], 'mid': [-1, -1, -1, -1, -1], 'tail': [-1, -1, -1, -1, -1], 'drop': [-1, -1, -1, -1], 'hand': [-1, -1, -1] }, 'player2': { 'head': [-1, -1, -1], 'mid': [-1, -1, -1, -1, -1], 'tail': [-1, -1, -1, -1, -1], 'drop': [-1, -1, -1, -1], 'hand': [-1, -1, -1] } } # Square Blue = '2': 0, '3': 1, '4': 2, '5': 3, '6': 4, '7': 5, '8': 6, '9': 7, '10': 8, 'J': 9, 'Q': 10, 'K': 11, 'A': 12 } # Plum Green = { '2': 13, '3': 14, '4': 15, '5': 16, '6': 17, '7': 18, '8': 19, '9': 20, '10': 21, 'J': 22, 'Q': 23, 'K': 24, 'A': 25 } # Heart Red = { '2': 26, '3': 27, '4': 28, '5': 29, '6': 30, '7': 31, '8': 32, '9': 33, '10': 34, 'J': 35, 'Q': 36, 'K': 37, 'A': 38 } # Spade Black = { '2': 39, '3': 40, '4': 41, '5': 42, '6': 43, '7': 44, '8': 45, '9': 46, '10': 47, 'J': 48, 'Q': 49, 'K': 50, 'A': 51 } POKER_SCOPE = [ '2', '3', '4', '5', '6', '7', '8', '9', '10', 'J', 'Q', 'K', 'A' ]
|
Syntax Analysis: Syntax Errors Found: • Unmatched closing bracket '}' at line 45 • Unmatched bracket/parenthesis at line 45 Fixes: • Check opening and closing brackets
|
intermediate
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,634
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# Square \u65b9\u7247 => sq => RGB\u84dd\u8272(Blue)\n# Plum \u6885\u82b1 => pl => RGB\u7eff\u8272(Green)\n# Spade \u9ed1\u6843 => sp => RGB\u9ed1\u8272(Black)\n# Heart \u7ea2\u6843 => he => RGB\u7ea2\u8272(Red)\n\ninit_poker = {\n 'local': {\n 'head': [-1, -1, -1],\n 'mid': [-1, -1, -1, -1, -1],\n 'tail': [-1, -1, -1, -1, -1],\n 'drop': [-1, -1, -1, -1],\n 'hand': [-1, -1, -1]\n },\n 'player1': {\n 'head': [-1, -1, -1],\n 'mid': [-1, -1, -1, -1, -1],\n 'tail': [-1, -1, -1, -1, -1],\n 'drop': [-1, -1, -1, -1],\n 'hand': [-1, -1, -1]\n },\n 'player2': {\n 'head': [-1, -1, -1],\n 'mid': [-1, -1, -1, -1, -1],\n 'tail': [-1, -1, -1, -1, -1],\n 'drop': [-1, -1, -1, -1],\n 'hand': [-1, -1, -1]\n }\n}\n\n# Square\nBlue = \n '2': 0,\n '3': 1,\n '4': 2,\n '5': 3,\n '6': 4,\n '7': 5,\n '8': 6,\n '9': 7,\n '10': 8,\n 'J': 9,\n 'Q': 10,\n 'K': 11,\n 'A': 12\n}\n\n# Plum\nGreen = {\n '2': 13,\n '3': 14,\n '4': 15,\n '5': 16,\n '6': 17,\n '7': 18,\n '8': 19,\n '9': 20,\n '10': 21,\n 'J': 22,\n 'Q': 23,\n 'K': 24,\n 'A': 25\n}\n\n# Heart\nRed = {\n '2': 26,\n '3': 27,\n '4': 28,\n '5': 29,\n '6': 30,\n '7': 31,\n '8': 32,\n '9': 33,\n '10': 34,\n 'J': 35,\n 'Q': 36,\n 'K': 37,\n 'A': 38\n}\n\n# Spade\nBlack = {\n '2': 39,\n '3': 40,\n '4': 41,\n '5': 42,\n '6': 43,\n '7': 44,\n '8': 45,\n '9': 46,\n '10': 47,\n 'J': 48,\n 'Q': 49,\n 'K': 50,\n 'A': 51\n}\n\nPOKER_SCOPE = [\n '2',\n '3',\n '4',\n '5',\n '6',\n '7',\n '8',\n '9',\n '10',\n 'J',\n 'Q',\n 'K',\n 'A'\n]"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unmatched closing bracket '}' at line 45\n \u2022 Unmatched bracket/parenthesis at line 45\n\n Fixes:\n \u2022 Check opening and closing brackets"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d5ecb68fc8ba51b00e1a946759c8f1a77d41211f
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class ApiService(CommonService): """TcEx Framework API Service module.""" def __init__(self, tcex: object): """Initialize the Class properties. Args: tcex: Instance of TcEx. """ super().__init__(tcex) # properties self._metrics = {'Errors': 0, 'Requests': 0, 'Responses': 0} # config callbacks self.api_event_callback = None @property def command_map(self) -> dict: """Return the command map for the current Service type.""" command_map = super().command_map command_map.update({'runservice': self.process_run_service_command}) return command_map def format_query_string(self, params: dict) -> str: """Convert name/value array to a query string. Args: params: The query params for the request. Returns: str: The query params reformatted as a string. """ query_string = [] try: for q in params: query_string.append(f'''{q.get('name')}={q.get('value')}''') except AttributeError as e: self.log.error( f'feature=api-service, event=bad-params-provided, params={params}, error="""{e})"""' ) self.log.trace(traceback.format_exc()) return '&'.join(query_string) def format_request_headers(self, headers: dict) -> dict: """Convert name/value array to a headers dict. Args: headers: The dict of key/value header data. Returns: dict: The restructured header data. """ headers_ = {}
|
try: for h in headers: # TODO: either support tuple or csv list of values # headers_.setdefault(h.get('name').lower(), []).append(h.get('value')) headers_.setdefault(h.get('name').lower(), str(h.get('value'))) except AttributeError as e: self.log.error( f'feature=api-service, event=bad-headers-provided, ' f'headers={headers}, error="""{e})"""' ) self.log.trace(traceback.format_exc()) return headers_ def format_response_headers(self, headers: dict) -> dict: """Convert name/value array to a query string. Args: headers: The dict header data to be converted to key/value pairs. Returns: dict: The restructured header data. """ headers_ = [] try: for h in headers: headers_.append({'name': h[0], 'value': h[1]}) except AttributeError as e: self.log.error( f'feature=api-service, event=bad-headers-provided, ' f'headers={headers}, error="""{e})"""' ) self.log.trace(traceback.format_exc()) return headers_ ... [3 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,945
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nclass ApiService(CommonService):\n \"\"\"TcEx Framework API Service module.\"\"\"\n\n def __init__(self, tcex: object):\n \"\"\"Initialize the Class properties.\n\n Args:\n tcex: Instance of TcEx.\n \"\"\"\n super().__init__(tcex)\n\n # properties\n self._metrics = {'Errors': 0, 'Requests': 0, 'Responses': 0}\n\n # config callbacks\n self.api_event_callback = None\n\n @property\n def command_map(self) -> dict:\n \"\"\"Return the command map for the current Service type.\"\"\"\n command_map = super().command_map\n command_map.update({'runservice': self.process_run_service_command})\n return command_map\n\n def format_query_string(self, params: dict) -> str:\n \"\"\"Convert name/value array to a query string.\n\n Args:\n params: The query params for the request.\n\n Returns:\n str: The query params reformatted as a string.\n \"\"\"\n query_string = []\n try:\n for q in params:\n query_string.append(f'''{q.get('name')}={q.get('value')}''')\n except AttributeError as e:\n self.log.error(\n f'feature=api-service, event=bad-params-provided, params={params}, error=\"\"\"{e})\"\"\"'\n )\n self.log.trace(traceback.format_exc())\n return '&'.join(query_string)\n\n def format_request_headers(self, headers: dict) -> dict:\n \"\"\"Convert name/value array to a headers dict.\n\n Args:\n headers: The dict of key/value header data.\n\n Returns:\n dict: The restructured header data.\n \"\"\"\n headers_ = {}"}, {"role": "assistant", "content": "\n try:\n for h in headers:\n # TODO: either support tuple or csv list of values\n # headers_.setdefault(h.get('name').lower(), []).append(h.get('value'))\n headers_.setdefault(h.get('name').lower(), str(h.get('value')))\n\n except AttributeError as e:\n self.log.error(\n f'feature=api-service, event=bad-headers-provided, '\n f'headers={headers}, error=\"\"\"{e})\"\"\"'\n )\n self.log.trace(traceback.format_exc())\n return headers_\n\n def format_response_headers(self, headers: dict) -> dict:\n \"\"\"Convert name/value array to a query string.\n\n Args:\n headers: The dict header data to be converted to key/value pairs.\n\n Returns:\n dict: The restructured header data.\n \"\"\"\n headers_ = []\n try:\n for h in headers:\n headers_.append({'name': h[0], 'value': h[1]})\n except AttributeError as e:\n self.log.error(\n f'feature=api-service, event=bad-headers-provided, '\n f'headers={headers}, error=\"\"\"{e})\"\"\"'\n )\n self.log.trace(traceback.format_exc())\n return headers_\n\n\n ... [3 more functiondefs truncated] ..."}]
| false
| null | null | null |
d5edd2119227be04c5621c163a6292b04c441de0
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from mmcv.runner import build_optimizer def build_optimizers(model, cfgs): """Build multiple optimizers from configs. If `cfgs` contains several dicts for optimizers, then a dict for each constructed optimizers will be returned. If `cfgs` only contains one optimizer config, the constructed optimizer itself will be returned. For example, 1) Multiple optimizer configs: .. code-block:: python optimizer_cfg = dict( model1=dict(type='SGD', lr=lr), model2=dict(type='SGD', lr=lr)) The return dict is ``dict('model1': torch.optim.Optimizer, 'model2': torch.optim.Optimizer)`` 2) Single optimizer config: .. code-block:: python
|
Error Analysis: Error Type: MID_FUNCTION Error: IndentationError / Incomplete Function Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 5 • Unmatched closing bracket ')' at line 14 Fix: Complete the function 'build_optimizers' body and add missing return
|
intermediate
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 713
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom mmcv.runner import build_optimizer\n\n\ndef build_optimizers(model, cfgs):\n \"\"\"Build multiple optimizers from configs.\n\n If `cfgs` contains several dicts for optimizers, then a dict for each\n constructed optimizers will be returned.\n If `cfgs` only contains one optimizer config, the constructed optimizer\n itself will be returned.\n\n For example,\n\n 1) Multiple optimizer configs:\n\n .. code-block:: python\n\n optimizer_cfg = dict(\n model1=dict(type='SGD', lr=lr),\n model2=dict(type='SGD', lr=lr))\n\n The return dict is\n ``dict('model1': torch.optim.Optimizer, 'model2': torch.optim.Optimizer)``\n\n 2) Single optimizer config:\n\n .. code-block:: python"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_FUNCTION\n Error: IndentationError / Incomplete Function\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 5\n \u2022 Unmatched closing bracket ')' at line 14\n\n Fix: Complete the function 'build_optimizers' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
d5ee43eaf3c3033dcd289654572ab9b3e0e7b99a
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import datetime from django.contrib.auth import logout from django.shortcuts import render, redirect from .forms import RegisterForm from django.http import HttpResponse from django.contrib.auth.forms import AuthenticationForm from django.conf import settings from django.contrib.auth import authenticate, login from django.http import HttpResponseRedirect from django.contrib import messages # Create your views here. def register(response): if response.user.is_authenticated: return redirect("homepage") else: if response.method == "POST": form = RegisterForm(response.POST Error: SyntaxError: unterminated string literal
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Fixed Code: import datetime from django.contrib.auth import logout from django.shortcuts import render, redirect from .forms import RegisterForm from django.http import HttpResponse from django.contrib.auth.forms import AuthenticationForm from django.conf import settings from django.contrib.auth import authenticate, login from django.http import HttpResponseRedirect from django.contrib import messages # Create your views here. def register(response): if response.user.is_authenticated: return redirect("homepage") else: if response.method == "POST": form = RegisterForm(response.POST) Explanation: Close the string literal with matching quote
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intermediate
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api
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error_fixing
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Pythoncode:Python
| 1
| 0
| 614
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport datetime\n\nfrom django.contrib.auth import logout\nfrom django.shortcuts import render, redirect\nfrom .forms import RegisterForm\nfrom django.http import HttpResponse\nfrom django.contrib.auth.forms import AuthenticationForm\nfrom django.conf import settings\nfrom django.contrib.auth import authenticate, login\nfrom django.http import HttpResponseRedirect\nfrom django.contrib import messages\n# Create your views here.\n\ndef register(response):\n if response.user.is_authenticated:\n return redirect(\"homepage\")\n\n else:\n if response.method == \"POST\":\n form = RegisterForm(response.POST\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport datetime\n\nfrom django.contrib.auth import logout\nfrom django.shortcuts import render, redirect\nfrom .forms import RegisterForm\nfrom django.http import HttpResponse\nfrom django.contrib.auth.forms import AuthenticationForm\nfrom django.conf import settings\nfrom django.contrib.auth import authenticate, login\nfrom django.http import HttpResponseRedirect\nfrom django.contrib import messages\n# Create your views here.\n\ndef register(response):\n if response.user.is_authenticated:\n return redirect(\"homepage\")\n\n else:\n if response.method == \"POST\":\n form = RegisterForm(response.POST)\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d5eeb5cec1758e31f96e4ef111f8b5ec32383697
|
TheStack--python--000.parquet
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Fix this broken Pythoncode:Python code: # Generated by Django 3.1.7 on 2021-03-26 01:27 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] opera Error: SyntaxError / EOF
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Fixed Code: # Generated by Django 3.1.7 on 2021-03-26 01:27 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='Community', fields=[ ('name', models.CharField(max_length=64, primary_key=True, serialize=False)), ('description', models.TextField()), Explanation: Complete the truncated code structure
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advanced
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machine_learning
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error_fixing
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Pythoncode:Python
| 0
| 1
| 189
| true
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[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Generated by Django 3.1.7 on 2021-03-26 01:27\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n ]\n\n opera\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Generated by Django 3.1.7 on 2021-03-26 01:27\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n initial = True\n\n dependencies = [\n ]\n\n operations = [\n migrations.CreateModel(\n name='Community',\n fields=[\n ('name', models.CharField(max_length=64, primary_key=True, serialize=False)),\n ('description', models.TextField()),\n\n Explanation: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
|
d5eefeb4c414f13bc2793346ebb57b29f5de79db
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/env python3 -u # 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. class Saver: def __init__(self): self.best = None self.keep_best = [] def save_checkpoint(self, args, trainer, epoch_itr, val_loss): # only one worker should attempt to create the required dir if args.distributed_rank == 0: os.makedirs(args.save_dir, exist_ok=True) prev_best = val_loss if self.best is None else self.best if val_loss is not None: best_function = max if args.maximize_best_checkpoint_metric else min
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self.best = best_function(val_loss, prev_best) if args.no_save: return trainer.consolidate_optimizer() if not trainer.is_data_parallel_master: return ... [10 more functiondefs truncated] ...
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advanced
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ui
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code_completion
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Pythoncode:Python
| 2
| 1
| 964
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3 -u\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.\nclass Saver:\n def __init__(self):\n self.best = None\n self.keep_best = []\n\n def save_checkpoint(self, args, trainer, epoch_itr, val_loss):\n # only one worker should attempt to create the required dir\n if args.distributed_rank == 0:\n os.makedirs(args.save_dir, exist_ok=True)\n\n prev_best = val_loss if self.best is None else self.best\n if val_loss is not None:\n best_function = max if args.maximize_best_checkpoint_metric else min"}, {"role": "assistant", "content": "\n self.best = best_function(val_loss, prev_best)\n\n if args.no_save:\n return\n\n trainer.consolidate_optimizer()\n\n if not trainer.is_data_parallel_master:\n return\n\n\n ... [10 more functiondefs truncated] ..."}]
| false
| null | null | null |
d5efef002e68abbec6057f8677301ab26bdc9a66
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TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def GRAVITY(): """ Gravity constant """ return DerivedGridFactory.GRAVITY; # Math functions def atn2(S1,S2,WA=0): """ Wrapper for atan2 built-in <div class=jython> ATN2 (S1, S2) = ATAN ( S1 / S2 )<br> WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR) </div> """ return GridMath.atan2(S1,S2,WA) def add(S1,S2,WA=0): """ Addition <div class=jython> ADD (S1, S2) = S1 + S2<br> WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR) </div> """ return GridMath.add(S1,S2,WA) def mul(S1,S2,WA=0): """ Multiply <div class=jython> MUL (S1, S2) = S1 * S2<br> WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR) </div> """ return GridMath.multiply(S1,S2,WA) def quo(S1,S2,WA=0): """ Divide <div class=jython> QUO (S1, S2) = S1 / S2<br> WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR) </div> """ return GridMath.divide(S1,S2,WA) def sub(S1,S2,WA=0): """ Subtract <div class=jython> SUB (S1, S2) = S1 - S2<br> WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR) </div> """ return GridMath.subtract(S1,S2,WA) # Scalar quantities def adv(S,V): """ Horizontal Advection, negative by convention <div class=jython> ADV ( S, V ) = - ( u * DDX (S) + v * DDY (S) ) </div> """ return -add(mul(ur(V),ddx(S)),mul(vr(V),ddy(S))) def avg(S1,S2): """ Average of 2 scalars <div class=jython> AVG (S1, S2) = ( S1 + S2 ) / 2 </div> """ return add(S1,S2)/2 def avor(V): """ Absolute Vorticity <div class=jython> AVOR ( V ) = VOR ( V ) + CORL(V) </div> """ relv = vor(V) return add(relv,corl(relv)) def circs(S, D=2): """ <div class=jython> Apply a circular aperature smoothing to the grid points. The weighting function is the circular aperature diffraction function. D is the radius of influence in grid increments, increasing D increases the smoothing. (default D=2) </div> """ return GridUtil.smooth(S, "CIRC", int(D)) def corl(S): """ Coriolis Parameter for all points in a grid <div class=jython> CORL = TWO_OMEGA*sin(latr) </div> """ return DerivedGridFactory.createCoriolisGrid(S) def cress(S, D=2): """ <div class=jython> Apply a Cressman smoothing to the grid points. The smoothed value is given by a weighted average of surrounding grid points. D is the radius of influence in grid increments, increasing D increases the smoothing. (default D=2) </div> """ return GridUtil.smooth(S, "CRES", int(D)) def cros(V1,V2): """ Vector cross product magnitude <div class=jython> CROS ( V1, V2 ) = u1 * v2 - u2 * v1 </div> """ return sub(mul(ur(V1),vr(V2)),mul(ur(V2),vr(V1))) def ddx(S): """ Take the derivative with respect to the domain's X coordinate """ return GridMath.ddx(S); def ddy(S): """ Ta
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 7 • SyntaxError: unterminated triple-quoted string literal (detected at line 122) at line 122 Fixes: • Add closing quote at line 7 • Review code syntax
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advanced
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ui
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syntax_repair
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Pythoncode:Python
| 15
| 0
| 2,872
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef GRAVITY():\n \"\"\" Gravity constant \"\"\"\n return DerivedGridFactory.GRAVITY;\n\n# Math functions\ndef atn2(S1,S2,WA=0):\n \"\"\" Wrapper for atan2 built-in \n <div class=jython>\n ATN2 (S1, S2) = ATAN ( S1 / S2 )<br>\n WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR)\n </div>\n \"\"\"\n return GridMath.atan2(S1,S2,WA)\n\ndef add(S1,S2,WA=0):\n \"\"\" Addition \n <div class=jython>\n ADD (S1, S2) = S1 + S2<br>\n WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR)\n </div>\n \"\"\"\n return GridMath.add(S1,S2,WA)\n\ndef mul(S1,S2,WA=0):\n \"\"\" Multiply \n <div class=jython>\n MUL (S1, S2) = S1 * S2<br>\n WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR)\n </div>\n \"\"\"\n return GridMath.multiply(S1,S2,WA)\n\ndef quo(S1,S2,WA=0):\n \"\"\" Divide \n <div class=jython>\n QUO (S1, S2) = S1 / S2<br>\n WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR)\n </div>\n \"\"\"\n return GridMath.divide(S1,S2,WA)\n\ndef sub(S1,S2,WA=0):\n \"\"\" Subtract \n <div class=jython>\n SUB (S1, S2) = S1 - S2<br>\n WA = use WEIGHTED_AVERAGE (default NEAREST_NEIGHBOR)\n </div>\n \"\"\"\n return GridMath.subtract(S1,S2,WA)\n\n# Scalar quantities\ndef adv(S,V):\n \"\"\" Horizontal Advection, negative by convention \n <div class=jython>\n ADV ( S, V ) = - ( u * DDX (S) + v * DDY (S) ) \n </div>\n \"\"\"\n return -add(mul(ur(V),ddx(S)),mul(vr(V),ddy(S)))\n\ndef avg(S1,S2):\n \"\"\" Average of 2 scalars \n <div class=jython>\n AVG (S1, S2) = ( S1 + S2 ) / 2\n </div>\n \"\"\"\n return add(S1,S2)/2\n\ndef avor(V):\n \"\"\" Absolute Vorticity \n <div class=jython>\n AVOR ( V ) = VOR ( V ) + CORL(V)\n </div>\n \"\"\"\n relv = vor(V)\n return add(relv,corl(relv))\n\ndef circs(S, D=2):\n \"\"\" \n <div class=jython>\n Apply a circular aperature smoothing to the grid points. The weighting \n function is the circular aperature diffraction function. D is\n the radius of influence in grid increments, increasing D increases \n the smoothing. (default D=2)\n </div>\n \"\"\"\n return GridUtil.smooth(S, \"CIRC\", int(D))\n\ndef corl(S):\n \"\"\" Coriolis Parameter for all points in a grid \n <div class=jython>\n CORL = TWO_OMEGA*sin(latr) \n </div>\n \"\"\"\n return DerivedGridFactory.createCoriolisGrid(S)\n\ndef cress(S, D=2):\n \"\"\" \n <div class=jython>\n Apply a Cressman smoothing to the grid points. The smoothed value\n is given by a weighted average of surrounding grid points. D is\n the radius of influence in grid increments, \n increasing D increases the smoothing. (default D=2)\n </div>\n \"\"\"\n return GridUtil.smooth(S, \"CRES\", int(D))\n\n\ndef cros(V1,V2):\n \"\"\" Vector cross product magnitude\n <div class=jython>\n CROS ( V1, V2 ) = u1 * v2 - u2 * v1 \n </div>\n \"\"\"\n return sub(mul(ur(V1),vr(V2)),mul(ur(V2),vr(V1)))\n \ndef ddx(S):\n \"\"\" Take the derivative with respect to the domain's X coordinate \n \"\"\"\n return GridMath.ddx(S);\n\ndef ddy(S):\n \"\"\" Ta"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 7\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 122) at line 122\n\n Fixes:\n \u2022 Add closing quote at line 7\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d5eff585130a0defb51fd844556d3dea1143c55d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from selenium import webdriver #to get the browser from selenium.webdriver.common.keys import Keys #to send key to browser import getpass #to get password safely import time #to pause the program #a calss to store all twetter related objects and functions class twitter_bot: def __init__(self, username, password): self.username = username self.password = password self.bot = webdriver.Firefox() #login function def login(self): bot = self.bot bot.get('https://twitter.com/login') #sleep to wait for the browser to get the website time.sleep(3) email = bot.find_element_by_class_name('js-username-field') #get the email field password = bot.find_element_by_class_name('js-password-field') #get the password field #clear the email and password field just in case of autofill email.clear() password.clear() #fill in email field email.send_keys(self.username) time.sleep(2) #fill in password field password.send_keys(self.password) time.sleep(2) #click the login button bot.find_element_by_class_name("EdgeButtom--medium").click() time.sleep(3) def like_tweet(self, search): bot = self.bot #use keyword to search bot.get('https://twitter.com/search?q=' + search + '&src=typd') bot.implicitly_wait(3) #get posts for i in range(0, 30): bot.execute_script('window.scrollTo(0, document.body.scrollHeight)') time.sleep(10) tweets = bot.find_elements_by_class_name('tweet') links = [element.get_attribute('data-permalink-path') for element in tweets] #like posts for link in links: Error: IndentationError / Expected indented block
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Fixed Code: from selenium import webdriver #to get the browser from selenium.webdriver.common.keys import Keys #to send key to browser import getpass #to get password safely import time #to pause the program #a calss to store all twetter related objects and functions class twitter_bot: def __init__(self, username, password): self.username = username self.password = password self.bot = webdriver.Firefox() #login function def login(self): bot = self.bot bot.get('https://twitter.com/login') #sleep to wait for the browser to get the website time.sleep(3) email = bot.find_element_by_class_name('js-username-field') #get the email field password = bot.find_element_by_class_name('js-password-field') #get the password field Explanation: Add body to For block or use 'pass' statement
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advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 3
| 1
| 1,862
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom selenium import webdriver #to get the browser \r\nfrom selenium.webdriver.common.keys import Keys #to send key to browser\r\nimport getpass #to get password safely\r\nimport time #to pause the program\r\n\r\n#a calss to store all twetter related objects and functions\r\nclass twitter_bot:\r\n def __init__(self, username, password):\r\n self.username = username\r\n self.password = password\r\n self.bot = webdriver.Firefox()\r\n\r\n #login function\r\n def login(self):\r\n bot = self.bot\r\n bot.get('https://twitter.com/login')\r\n #sleep to wait for the browser to get the website\r\n time.sleep(3)\r\n email = bot.find_element_by_class_name('js-username-field') #get the email field\r\n password = bot.find_element_by_class_name('js-password-field') #get the password field\r\n \r\n #clear the email and password field just in case of autofill\r\n email.clear()\r\n password.clear()\r\n \r\n #fill in email field\r\n email.send_keys(self.username) \r\n time.sleep(2)\r\n \r\n #fill in password field\r\n password.send_keys(self.password) \r\n time.sleep(2)\r\n \r\n #click the login button\r\n bot.find_element_by_class_name(\"EdgeButtom--medium\").click()\r\n time.sleep(3)\r\n\r\n\r\n def like_tweet(self, search):\r\n bot = self.bot\r\n #use keyword to search\r\n bot.get('https://twitter.com/search?q=' + search + '&src=typd')\r\n bot.implicitly_wait(3)\r\n #get posts\r\n for i in range(0, 30):\r\n bot.execute_script('window.scrollTo(0, document.body.scrollHeight)')\r\n time.sleep(10)\r\n tweets = bot.find_elements_by_class_name('tweet')\r\n links = [element.get_attribute('data-permalink-path') for element in tweets]\r\n #like posts\r\n for link in links:\r\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom selenium import webdriver #to get the browser \r\nfrom selenium.webdriver.common.keys import Keys #to send key to browser\r\nimport getpass #to get password safely\r\nimport time #to pause the program\r\n\r\n#a calss to store all twetter related objects and functions\r\nclass twitter_bot:\r\n def __init__(self, username, password):\r\n self.username = username\r\n self.password = password\r\n self.bot = webdriver.Firefox()\r\n\r\n #login function\r\n def login(self):\r\n bot = self.bot\r\n bot.get('https://twitter.com/login')\r\n #sleep to wait for the browser to get the website\r\n time.sleep(3)\r\n email = bot.find_element_by_class_name('js-username-field') #get the email field\r\n password = bot.find_element_by_class_name('js-password-field') #get the password field\r\n\n Explanation: Add body to For block or use 'pass' statement"}]
| true
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syntax
|
MID_BLOCK
|
HIGH
|
d5effb4acc4b4904be8e5099e47cd060230843fe
|
TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: import torch import torch.nn as nn from torch.nn import functional as F from PIL import Image import cv2 as cv from matplotlib import cm import numpy as np class GradCAM: """ #### Args: layer_name: module name (not child name), if None, will use the last layer before average pooling , default is None """ def __init__(self, model, device, layer_name=None, close_some_grad=True): if layer_name is None: layer_name = self.get_layer_name(model) if layer_name is None: raise ValueError( "There is no global average pooling layer, plz specify 'layer_name'" ) for n, m in model.named_children(): if close_some_grad: m.requires_grad_(False) for sub_n, sub_m in m.named_modules(): if '.'.join((n, sub_n)) == layer_name: sub_m.register_forward_hook(self.forward_hook) sub_m.register_full_backward_hook(self.backward_hook) m.requires_grad_(True) break model = model.to(device) self.model = model self.device = device self.feature_maps = {} self.gradients = {} def get_heatmap(self, img, img_tensor): self.model.zero_grad() img_tensor = img_tensor.to(self.device) outputs = self.model(img_tensor) _, pred_label = outputs.max(1) # outputs shape = 1x2 outputs[0][pred_label].backward() with torch.no_grad(): feature_maps = self.feature_maps["output"] # "gradients" is a tuple with one item ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: grad_weights = self.gradients["output"][0] h, w = grad_weights.size()[-2:] grad_weights = grad_weights.sum((2,3), True) / (h * w) cam = (grad_weights * feature_maps).sum(1) F.relu(cam, True)
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advanced
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ui
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incomplete_code
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Pythoncode:Python
| 2
| 1
| 1,777
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport torch\r\nimport torch.nn as nn\r\nfrom torch.nn import functional as F\r\n\r\nfrom PIL import Image\r\nimport cv2 as cv\r\nfrom matplotlib import cm\r\nimport numpy as np\r\n\r\n\r\nclass GradCAM:\r\n \"\"\"\r\n #### Args:\r\n layer_name: module name (not child name), if None, \r\n will use the last layer before average pooling\r\n , default is None\r\n \"\"\"\r\n\r\n def __init__(self, model, device, layer_name=None, close_some_grad=True):\r\n if layer_name is None:\r\n layer_name = self.get_layer_name(model)\r\n \r\n if layer_name is None:\r\n raise ValueError(\r\n \"There is no global average pooling layer, plz specify 'layer_name'\"\r\n )\r\n \r\n for n, m in model.named_children():\r\n if close_some_grad:\r\n m.requires_grad_(False)\r\n\r\n for sub_n, sub_m in m.named_modules():\r\n if '.'.join((n, sub_n)) == layer_name:\r\n sub_m.register_forward_hook(self.forward_hook)\r\n sub_m.register_full_backward_hook(self.backward_hook)\r\n m.requires_grad_(True)\r\n break\r\n \r\n model = model.to(device)\r\n self.model = model\r\n self.device = device\r\n self.feature_maps = {}\r\n self.gradients = {}\r\n\r\n def get_heatmap(self, img, img_tensor):\r\n self.model.zero_grad()\r\n img_tensor = img_tensor.to(self.device)\r\n outputs = self.model(img_tensor)\r\n _, pred_label = outputs.max(1)\r\n # outputs shape = 1x2\r\n outputs[0][pred_label].backward()\r\n with torch.no_grad(): \r\n feature_maps = self.feature_maps[\"output\"]\r\n # \"gradients\" is a tuple with one item\r\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 grad_weights = self.gradients[\"output\"][0]\r\n h, w = grad_weights.size()[-2:]\r\n grad_weights = grad_weights.sum((2,3), True) / (h * w)\r\n cam = (grad_weights * feature_maps).sum(1)\r\n F.relu(cam, True)"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
d5f13f54fb0bf75e7d45a4d1bb426a38fb3fb255
|
TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: class CDeepP(ClusterStructure): I = int G = int Dy = int Dx = int M = int iDy = int iDx = int L = int x0 = int sign = NoneType class CDeepStack(ClusterStructure): I = int G = int Dy = int Dx = int M = int iDy = int iDx = int S = int Ly = int y0 = int Py_ = list blob = object down_connect_cnt = int sign = NoneType class CDeepBlob(ClusterStructure): Dert = dict box = list stack_ = list sign = NoneType open_stacks = int root_dert__ = ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: dert__ = object mask = object adj_blobs = list fopen = bool margin = list
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advanced
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oop
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incomplete_code
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Pythoncode:Python
| 0
| 3
| 557
| false
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[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass CDeepP(ClusterStructure):\n I = int\n G = int\n Dy = int\n Dx = int\n M = int\n iDy = int\n iDx = int\n L = int\n x0 = int\n sign = NoneType\n\nclass CDeepStack(ClusterStructure):\n I = int\n G = int\n Dy = int\n Dx = int\n M = int\n iDy = int\n iDx = int\n S = int\n Ly = int\n y0 = int\n Py_ = list\n blob = object\n down_connect_cnt = int\n sign = NoneType\n\nclass CDeepBlob(ClusterStructure):\n Dert = dict\n box = list\n stack_ = list\n sign = NoneType\n open_stacks = int\n root_dert__ = \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 dert__ = object\n mask = object\n adj_blobs = list\n fopen = bool\n margin = list"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d5f302c5d8d693812839ea69e155909e598db642
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: class PoissonDisc2D(object): """Generates 2D points using Poisson disk sampling method. Implements the algorithm described in: http://www.cs.ubc.ca/~rbridson/docs/bridson-siggraph07-poissondisk.pdf Unlike the uniform sampling method that creates small clusters of points, Poisson disk method enforces the minimum distance between points and is more suitable for generating a spatial distribution of non-overlapping objects. """ def __init__(self, grid_length, grid_width, min_radius, max_sample_size): """Initializes the algorithm. Args: grid_length: The length of the bounding square in which points are sampled. grid_width: The width of the bounding square in which points are sampled. min_radius: The minimum distance between any pair of points. max_sample_size: The maximum number of sample points around a active site. See details in the algorithm description. """ self._cell_length = min_radius / math.sqrt(2) self._grid_length = grid_length self._grid_width = grid_width self._grid_size_x = int(grid_length / self._cell_length) + 1 self._grid_size_y = int(grid_width / self._cell_length) + 1 self._min_radius = min_radius self._max_sample_size = max_sample_size # Flattern the 2D grid as an 1D array. The grid is used for fast nearest # point searching. self._grid = [None] * self._grid_size_x * self._grid_size_y # Generate the first sample point and set it as an active site. first_sample = np.array(np.random.random_sample(2)) * [grid_length, grid_width] self._active_list = [first_sample] # Also store the sample point in the grid. self._grid[self._point_to_index_1d(first_sample)] = first_sample def _point_to_index_1d(self, point): """Computes the index of a point in the grid array.
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 2 • SyntaxError: unterminated triple-quoted string literal (detected at line 43) at line 43 Fix: Complete the truncated code structure
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advanced
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api
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error_detection
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Pythoncode:Python
| 4
| 1
| 1,847
| false
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[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass PoissonDisc2D(object):\n \"\"\"Generates 2D points using Poisson disk sampling method.\n\n Implements the algorithm described in:\n http://www.cs.ubc.ca/~rbridson/docs/bridson-siggraph07-poissondisk.pdf\n Unlike the uniform sampling method that creates small clusters of points,\n Poisson disk method enforces the minimum distance between points and is more\n suitable for generating a spatial distribution of non-overlapping objects.\n \"\"\"\n\n def __init__(self, grid_length, grid_width, min_radius, max_sample_size):\n \"\"\"Initializes the algorithm.\n\n Args:\n grid_length: The length of the bounding square in which points are\n sampled.\n grid_width: The width of the bounding square in which points are\n sampled.\n min_radius: The minimum distance between any pair of points.\n max_sample_size: The maximum number of sample points around a active site.\n See details in the algorithm description.\n \"\"\"\n self._cell_length = min_radius / math.sqrt(2)\n self._grid_length = grid_length\n self._grid_width = grid_width\n self._grid_size_x = int(grid_length / self._cell_length) + 1\n self._grid_size_y = int(grid_width / self._cell_length) + 1\n self._min_radius = min_radius\n self._max_sample_size = max_sample_size\n\n # Flattern the 2D grid as an 1D array. The grid is used for fast nearest\n # point searching.\n self._grid = [None] * self._grid_size_x * self._grid_size_y\n\n # Generate the first sample point and set it as an active site.\n first_sample = np.array(np.random.random_sample(2)) * [grid_length, grid_width]\n self._active_list = [first_sample]\n\n # Also store the sample point in the grid.\n self._grid[self._point_to_index_1d(first_sample)] = first_sample\n\n def _point_to_index_1d(self, point):\n \"\"\"Computes the index of a point in the grid array."}, {"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 2\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 43) at line 43\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
|
HARD_CUT
|
CRITICAL
|
d5f33371ef4b57ee6f5f8e58e37840bbabd0819e
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from functools import partial from polecat.db.query import query as query_module from psycopg2.sql import SQL, Placeholder from .expression import Expression class Values(Expression): def __init__(self, values, relation=None): self.values = values self.relation = relation self.keyword = 'VALUES' def to_sql(self): if isinstance(self.values, query_module.Values): get_values_sql = partial( self.get_values_sql_from_values, self.values ) else: get_values_sql = partial( self.get_values_sql_from_dict, self.values ) return self.get_values_sql(get_values_sql) def get_values_sql(self, get_values_sql): values_sql, values_args = get_values_sql() joined_sql = SQL(', ').join( SQL('({})').format( SQL(', ').join(row_sql) ) for row_sql in values_sql ) return SQL('%s {}' % self.keyword).format(joined_sql), values_args def get_values_sql_from_values(self, values): column_values_sql = [] column_values = () for row in values.iter_rows(): row_values_sql = [] for column_name, column_value in row: value_sql, value = self.value_to_sql(column_value, column_name) row_values_sql.append(value_sql) column_values += value column_values_sql.append(row_values_sql) return column_values_sql, column_values def get_values_sql_from_dict(self, values_dict): column_values_sql = [] column_values = () for column_name, column_value in values_dict.items(): value_sql, value = self.value_to_sql(column_value, column_name) column_values_sql.append(value_sql) column_values += value return (column_values_sql,), column_values def value_to_sql(self, value, column_name=None): if isinstance(value, Expression): sql, args = value.to_sql() return SQL('{}').format(sql), args else: if self.relation and column_name: column = self.relation.get_column(column_name) value = column.to_db_value(value) return Placeholder(), (value,) def iter_column_names(self): if isinstance(self.values, dict): return self.values.keys() else: return self.values.iter_column_names()
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Syntax Analysis: Syntax Errors Found: • Block at line 41 has no indented body • IndentationError at line 42 Fixes: • Fix indentation to match Python syntax rules
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advanced
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database
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syntax_repair
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Pythoncode:Python
| 7
| 1
| 2,486
| true
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[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom functools import partial\n\nfrom polecat.db.query import query as query_module\nfrom psycopg2.sql import SQL, Placeholder\n\nfrom .expression import Expression\n\n\nclass Values(Expression):\n def __init__(self, values, relation=None):\n self.values = values\n self.relation = relation\n self.keyword = 'VALUES'\n\n def to_sql(self):\n if isinstance(self.values, query_module.Values):\n get_values_sql = partial(\n self.get_values_sql_from_values, self.values\n )\n else:\n get_values_sql = partial(\n self.get_values_sql_from_dict, self.values\n )\n return self.get_values_sql(get_values_sql)\n\n def get_values_sql(self, get_values_sql):\n values_sql, values_args = get_values_sql()\n joined_sql = SQL(', ').join(\n SQL('({})').format(\n SQL(', ').join(row_sql)\n )\n for row_sql in values_sql\n )\n return SQL('%s {}' % self.keyword).format(joined_sql), values_args\n\n def get_values_sql_from_values(self, values):\n column_values_sql = []\n column_values = ()\n for row in values.iter_rows():\n row_values_sql = []\n for column_name, column_value in row:\nvalue_sql, value = self.value_to_sql(column_value, column_name)\n row_values_sql.append(value_sql)\n column_values += value\n column_values_sql.append(row_values_sql)\n return column_values_sql, column_values\n\n def get_values_sql_from_dict(self, values_dict):\n column_values_sql = []\n column_values = ()\n for column_name, column_value in values_dict.items():\n value_sql, value = self.value_to_sql(column_value, column_name)\n column_values_sql.append(value_sql)\n column_values += value\n return (column_values_sql,), column_values\n\n def value_to_sql(self, value, column_name=None):\n if isinstance(value, Expression):\n sql, args = value.to_sql()\n return SQL('{}').format(sql), args\n else:\n if self.relation and column_name:\n column = self.relation.get_column(column_name)\n value = column.to_db_value(value)\n return Placeholder(), (value,)\n\n def iter_column_names(self):\n if isinstance(self.values, dict):\n return self.values.keys()\n else:\n return self.values.iter_column_names()"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 41 has no indented body\n \u2022 IndentationError at line 42\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
d5f35dd267171d89db5d5ed7c57d46dbcf723ae2
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: # 2019 advent day 3 MOVES = { 'R': (lambda x: (x[0], x[1] + 1)), 'L': (lambda x: (x[0], x[1] - 1)), 'U': (lambda x: (x[0] + 1, x[1])), 'D': (lambda x: (x[0] - 1, x[1])), } def build_route(directions: list) -> list: current_location = (0, 0) route = [] for d in directions: direction, amount = d[0], int(d[1:]) for _ in range(amount): current_location = MOVES[direction](current_location) route.append(current_location) return route def find_intersections(r1: list, r2: list) -> set: return set(r1).intersection(set(r2)) def find_shortest_manhattan_distance(points: set) -> int: return min((abs(p[0]) + abs(p[1])) for p in points) #R1 = 'R75,D30,R83,U83,L12,D49,R71,U7,L72' #R2 = 'U62,R66,U55,R34,D71,R55,D58,R83' #R1 = 'R98,U47,R26,D63,R33,U87,L62,D20,R33,U53,R51' #R2 = 'U98,R91,D20,R16,D67,R40,U7,R15,U6,R7' def main(): #route1 = build_route(R1.split(',')) #route2 = build_route(R2.split(',')) with open('day3input.txt') as f: line1, line2 = f.readlines() route1 = build_route(line1.strip().split(',')) route2 = build_route(line2.strip().split(',')) print(find_shortest_manhattan_distance(find_intersections(route1, route2))) if __name__ == "__main__": main()
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Functions: build_route, find_intersections, find_shortest_manhattan_distance, main This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
|
code_explanation
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Pythoncode:Python
| 4
| 0
| 1,292
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n# 2019 advent day 3\n\nMOVES = {\n 'R': (lambda x: (x[0], x[1] + 1)),\n 'L': (lambda x: (x[0], x[1] - 1)),\n 'U': (lambda x: (x[0] + 1, x[1])),\n 'D': (lambda x: (x[0] - 1, x[1])),\n}\n\n\ndef build_route(directions: list) -> list:\n current_location = (0, 0)\n route = []\n for d in directions:\n direction, amount = d[0], int(d[1:])\n for _ in range(amount):\n current_location = MOVES[direction](current_location)\n route.append(current_location)\n return route\n\n\ndef find_intersections(r1: list, r2: list) -> set:\n return set(r1).intersection(set(r2))\n\n\ndef find_shortest_manhattan_distance(points: set) -> int:\n return min((abs(p[0]) + abs(p[1])) for p in points)\n\n\n#R1 = 'R75,D30,R83,U83,L12,D49,R71,U7,L72'\n#R2 = 'U62,R66,U55,R34,D71,R55,D58,R83'\n#R1 = 'R98,U47,R26,D63,R33,U87,L62,D20,R33,U53,R51'\n#R2 = 'U98,R91,D20,R16,D67,R40,U7,R15,U6,R7'\n\n\ndef main():\n #route1 = build_route(R1.split(','))\n #route2 = build_route(R2.split(','))\n with open('day3input.txt') as f:\n line1, line2 = f.readlines()\n route1 = build_route(line1.strip().split(','))\n route2 = build_route(line2.strip().split(','))\n\n print(find_shortest_manhattan_distance(find_intersections(route1, route2)))\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": " Functions: build_route, find_intersections, find_shortest_manhattan_distance, main\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d5f3f84aa262b2485923b0060a6795013deae56c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import asyncio async def searchDomains(domain, q): domains = [] proc = await asyncio.create_subprocess_shell(f"dnsrecon -d {domain} -t crt", stdout=asyncio.subprocess.PIPE) line = True while line: line = (await proc.stdout.readline()).decode('utf-8') fields = line.split() if len(fields)>1 and fields[1]=="A": if q: await q.put(fields[2]) domains.append(fields[2]) return domains async def findOpenPorts(ip, ports, q): openPorts = [] proc = await asyncio.create_subprocess_shell(f"nmap -p {ports} --open {ip}",stdout=asyncio.subprocess.PIPE) line = True while line: line = (await proc.stdout.readline()).decode('utf-8') fields = line.split() if len(fields)>1 and fields[1]=="open": openPort = fields[0].split("/") if q: await q.put({"ip": ip, "port": openPort[0], "protocol": openPort[1]}) openPorts.append({"port": openPort[0], "protocol": openPort[1]}) return openPorts
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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machine_learning
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refactoring
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Pythoncode:Python
| 0
| 0
| 1,054
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport asyncio\n\nasync def searchDomains(domain, q):\n domains = []\n proc = await asyncio.create_subprocess_shell(f\"dnsrecon -d {domain} -t crt\", stdout=asyncio.subprocess.PIPE)\n line = True\n while line:\n line = (await proc.stdout.readline()).decode('utf-8')\n fields = line.split()\n if len(fields)>1 and fields[1]==\"A\":\n if q:\n await q.put(fields[2])\n domains.append(fields[2])\n return domains\n\nasync def findOpenPorts(ip, ports, q):\n openPorts = []\n proc = await asyncio.create_subprocess_shell(f\"nmap -p {ports} --open {ip}\",stdout=asyncio.subprocess.PIPE)\n line = True\n while line:\n line = (await proc.stdout.readline()).decode('utf-8')\n fields = line.split()\n if len(fields)>1 and fields[1]==\"open\":\n openPort = fields[0].split(\"/\")\n if q:\n await q.put({\"ip\": ip, \"port\": openPort[0], \"protocol\": openPort[1]})\n openPorts.append({\"port\": openPort[0], \"protocol\": openPort[1]})\n return openPorts"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5f42d830df55813fe6234674e4d597dccbd7f59
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- def is_valid_get_security_groups_acl_by_id(json_schema_validate, obj): if not obj: return False assert hasattr(obj, 'headers') assert hasattr(obj, 'content') assert hasattr(obj, 'text') assert hasattr(obj, 'response') json_schema_validate('jsd_a50d1bd34d5f593aadf8eb02083c67b0_v3_1_0').validate(obj.response) return True def get_security_groups_acl_by_id(api): endpoint_result = api.security_groups_acls.get_security_groups_acl_by_id( id='string' ) return endpoint_result @pytest.mark.security_groups_acls def test_get_security_groups_acl_by_id(api, validator): try: assert is_valid_get_security_groups_acl_by_id( validator, get_security_groups_acl_by_id(api) ) except Exception as original_e: with pytest.raises((JsonSchemaException, MalformedRequest)): print("ERROR: {error}".format(error=original_e)) raise original_e def get_security_groups_acl_by_id_default(api): endpoint_result = api.security_groups_acls.get_security_groups_acl_by_id( id='string' ) return endpoint_result @pytest.mark.security_groups_acls def test_get_security_groups_acl_by_id_default(api, validator): try: assert is_valid_get_security_groups_acl_by_id( validator, get_security_groups_acl_by_id_default(api) ) except Exception as original_e: with pytest.raises((JsonSchemaException, MalformedRequest, TypeError)): raise original_e def is_valid_update_security_groups_acl_by_id(json_schema_validate, obj): if not obj: return False assert hasattr(obj, 'headers') assert hasattr(obj, 'content') assert hasattr(obj, 'text') assert hasattr(obj, 'response') json_schema_validate('jsd_afc81cd1e25c50319f75606b97c23b3d_v3_1_0').validate(obj.response) return True def update_security_groups_acl_by_id(api): endpoint_result = api.security_groups_acls.update_security_groups_acl_by_id( aclcontent='string', active_validation=False, description='string', generation_id='string', id='string', ip_version='string', is_read_only=True, modelled_content={}, name='string', payload=None ) return endpoint_result @pytest.mark.security_groups_acls def test_update_security_groups_acl_by_id(api, validator): try: assert is_valid_update_security_groups_acl_by_id( validator, update_security_groups_acl_by_id(api) ) except Exception as original_e: with pytest.raises((JsonSchemaException, MalformedRequest)): print("ERROR: {error}".format(error=original_e)) raise original_e ... [32 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 8
| 0
| 2,848
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef is_valid_get_security_groups_acl_by_id(json_schema_validate, obj):\n if not obj:\n return False\n assert hasattr(obj, 'headers')\n assert hasattr(obj, 'content')\n assert hasattr(obj, 'text')\n assert hasattr(obj, 'response')\n json_schema_validate('jsd_a50d1bd34d5f593aadf8eb02083c67b0_v3_1_0').validate(obj.response)\n return True\n\n\ndef get_security_groups_acl_by_id(api):\n endpoint_result = api.security_groups_acls.get_security_groups_acl_by_id(\n id='string'\n )\n return endpoint_result\n\n\n@pytest.mark.security_groups_acls\ndef test_get_security_groups_acl_by_id(api, validator):\n try:\n assert is_valid_get_security_groups_acl_by_id(\n validator,\n get_security_groups_acl_by_id(api)\n )\n except Exception as original_e:\n with pytest.raises((JsonSchemaException, MalformedRequest)):\n print(\"ERROR: {error}\".format(error=original_e))\n raise original_e\n\n\ndef get_security_groups_acl_by_id_default(api):\n endpoint_result = api.security_groups_acls.get_security_groups_acl_by_id(\n id='string'\n )\n return endpoint_result\n\n\n@pytest.mark.security_groups_acls\ndef test_get_security_groups_acl_by_id_default(api, validator):\n try:\n assert is_valid_get_security_groups_acl_by_id(\n validator,\n get_security_groups_acl_by_id_default(api)\n )\n except Exception as original_e:\n with pytest.raises((JsonSchemaException, MalformedRequest, TypeError)):\n raise original_e\n\n\ndef is_valid_update_security_groups_acl_by_id(json_schema_validate, obj):\n if not obj:\n return False\n assert hasattr(obj, 'headers')\n assert hasattr(obj, 'content')\n assert hasattr(obj, 'text')\n assert hasattr(obj, 'response')\n json_schema_validate('jsd_afc81cd1e25c50319f75606b97c23b3d_v3_1_0').validate(obj.response)\n return True\n\n\ndef update_security_groups_acl_by_id(api):\n endpoint_result = api.security_groups_acls.update_security_groups_acl_by_id(\n aclcontent='string',\n active_validation=False,\n description='string',\n generation_id='string',\n id='string',\n ip_version='string',\n is_read_only=True,\n modelled_content={},\n name='string',\n payload=None\n )\n return endpoint_result\n\n\n@pytest.mark.security_groups_acls\ndef test_update_security_groups_acl_by_id(api, validator):\n try:\n assert is_valid_update_security_groups_acl_by_id(\n validator,\n update_security_groups_acl_by_id(api)\n )\n except Exception as original_e:\n with pytest.raises((JsonSchemaException, MalformedRequest)):\n print(\"ERROR: {error}\".format(error=original_e))\n raise original_e\n\n\n\n ... [32 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5f5577604a264eefbdbdf102a315e607e68f2da
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: def loss(y_pred, y_true, metric): """Compute loss function between prediction and ground truth. Loss function given by a Riemannian metric, expressed as the squared geodesic distance between the prediction and the ground truth. Parameters ---------- y_pred y_true metric Returns ------- loss """ loss = metric.squared_dist(y_pred, y_true) return loss def grad(y_pred, y_true, metric): """Closed-form for the gradient of the loss function.""" tangent_vec = metric.log(base_point=y_pred, point=y_true) grad_vec = - 2. * tangent_vec inner_prod_mat = metric.inner_product_matrix(base_point=y_pred) grad = gs.einsum('ni,nij->ni', grad_vec, gs.transpose(inner_prod_mat, axes=(0, 2, 1))) return grad class RiemannianMetric(Connection): """Class for Riemannian and pseudo-Riemannian metrics.""" def __init__(self, dimension, signature=None): assert isinstance(dimension, int) or dimension == math.inf assert dimension > 0 super().__init__(dimension=dimension) self.signature = signature def inner_product_matrix(self, base_point=None): """Inner product matrix at the tangent space at a base point.
|
Parameters ---------- base_point : array-like, shape=[n_samples, dimension], optional """ raise NotImplementedError( 'The computation of the inner product matrix' ' is not implemented.') def inner_product_inverse_matrix(self, base_point=None): """Inner product matrix at the tangent space at a base point. Parameters ---------- base_point : array-like, shape=[n_samples, dimension], optional """ metric_matrix = self.inner_product_matrix(base_point) cometric_matrix = gs.linalg.inv(metric_matrix) return cometric_matrix def inner_product_derivative_matrix(self, base_point=None): """Compute derivative of the inner prod matrix at base point. Parameters ---------- base_point : array-like, shape=[n_samples, dimension], optional """ metric_derivative = autograd.jacobian(self.inner_product_matrix) return metric_derivative(base_point) ... [15 more functiondefs truncated] ...
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advanced
|
testing
|
code_completion
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Pythoncode:Python
| 6
| 1
| 2,361
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef loss(y_pred, y_true, metric):\n \"\"\"Compute loss function between prediction and ground truth.\n\n Loss function given by a Riemannian metric,\n expressed as the squared geodesic distance between the prediction\n and the ground truth.\n\n Parameters\n ----------\n y_pred\n y_true\n metric\n\n Returns\n -------\n loss\n\n \"\"\"\n loss = metric.squared_dist(y_pred, y_true)\n return loss\n\n\ndef grad(y_pred, y_true, metric):\n \"\"\"Closed-form for the gradient of the loss function.\"\"\"\n tangent_vec = metric.log(base_point=y_pred, point=y_true)\n grad_vec = - 2. * tangent_vec\n\n inner_prod_mat = metric.inner_product_matrix(base_point=y_pred)\n\n grad = gs.einsum('ni,nij->ni',\n grad_vec,\n gs.transpose(inner_prod_mat, axes=(0, 2, 1)))\n\n return grad\n\n\nclass RiemannianMetric(Connection):\n \"\"\"Class for Riemannian and pseudo-Riemannian metrics.\"\"\"\n\n def __init__(self, dimension, signature=None):\n assert isinstance(dimension, int) or dimension == math.inf\n assert dimension > 0\n super().__init__(dimension=dimension)\n self.signature = signature\n\n def inner_product_matrix(self, base_point=None):\n \"\"\"Inner product matrix at the tangent space at a base point."}, {"role": "assistant", "content": "\n\n Parameters\n ----------\n base_point : array-like, shape=[n_samples, dimension], optional\n \"\"\"\n raise NotImplementedError(\n 'The computation of the inner product matrix'\n ' is not implemented.')\n\n def inner_product_inverse_matrix(self, base_point=None):\n \"\"\"Inner product matrix at the tangent space at a base point.\n\n Parameters\n ----------\n base_point : array-like, shape=[n_samples, dimension], optional\n \"\"\"\n metric_matrix = self.inner_product_matrix(base_point)\n cometric_matrix = gs.linalg.inv(metric_matrix)\n return cometric_matrix\n\n def inner_product_derivative_matrix(self, base_point=None):\n \"\"\"Compute derivative of the inner prod matrix at base point.\n\n Parameters\n ----------\n base_point : array-like, shape=[n_samples, dimension], optional\n \"\"\"\n metric_derivative = autograd.jacobian(self.inner_product_matrix)\n return metric_derivative(base_point)\n\n\n ... [15 more functiondefs truncated] ..."}]
| false
| null | null | null |
d5f5d714834d96889f873a0d7ec900fdf1926bca
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pandas as pd from bokeh.models import HoverTool from bokeh.models.formatters import DatetimeTickFormatter from bokeh.palettes import Plasma256 from bokeh.plotting import figure, ColumnDataSource from app import db from app.decorators import data_quality # creates your plot def get_position_source(start_date, end_date, obsmode): logic = " and HrsMode_Id = {obsmode} " \ " and FileName like 'RORDER%%' " \ .format(obsmode=obsmode) sql = "select Date, y_upper, HrsOrder, CONVERT(Date,char) AS Time " \ " from DQ_HrsOrder join NightInfo using (NightInfo_Id) " \ " where Date > '{start_date}' and Date <'{end_date}' {logic}" \ .format(start_date=start_date, end_date=end_date, logic=logic) df = pd.read_sql(sql, db.engine) colors = [] if len(df) > 0: ord_min = df['HrsOrder'].min() ord_max = df['HrsOrder'].max() colors = [Plasma256[int((y - ord_min) *
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '[' at line 25 - expected ']' • Unclosed '[' at line 25 - expected ']' Fix: Complete the truncated code structure
|
intermediate
|
database
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 964
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pandas as pd\n\nfrom bokeh.models import HoverTool\nfrom bokeh.models.formatters import DatetimeTickFormatter\nfrom bokeh.palettes import Plasma256\nfrom bokeh.plotting import figure, ColumnDataSource\n\nfrom app import db\nfrom app.decorators import data_quality\n\n# creates your plot\ndef get_position_source(start_date, end_date, obsmode):\n logic = \" and HrsMode_Id = {obsmode} \" \\\n \" and FileName like 'RORDER%%' \" \\\n .format(obsmode=obsmode)\n sql = \"select Date, y_upper, HrsOrder, CONVERT(Date,char) AS Time \" \\\n \" from DQ_HrsOrder join NightInfo using (NightInfo_Id) \" \\\n \" where Date > '{start_date}' and Date <'{end_date}' {logic}\" \\\n .format(start_date=start_date, end_date=end_date, logic=logic)\n df = pd.read_sql(sql, db.engine)\n colors = []\n if len(df) > 0:\n ord_min = df['HrsOrder'].min()\n ord_max = df['HrsOrder'].max()\n colors = [Plasma256[int((y - ord_min) *"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '[' at line 25 - expected ']'\n \u2022 Unclosed '[' at line 25 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d5f67147c5059c64bf2090a7f0dd93d9aec0092b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #Yannick p6e8 Escribe un programa que te pida primero un número y luego te pida números hasta que la suma de los números introducidos coincida con el número inicial. El programa termina escribiendo la lista de números. limite = int(input("Escribe limite:")) valores = int(input("Escribe un valor:")) listavalores = [] listavalores.append(valores) while limite > sum(listavalores): valores = int(input("Escribe otro valor")) listavalores.append(valores) print(f"El limite a superar es {limite}. La lista creada es ", end="") for i in range(len(listavalores)): print (listavalores[i], end=" ") print(f"ya que la suma de estos numeros es {sum(listavalores)}")
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
general
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 705
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#Yannick p6e8 Escribe un programa que te pida primero un n\u00famero y luego te pida n\u00fameros hasta que la suma de los n\u00fameros introducidos coincida con el n\u00famero inicial. El programa termina escribiendo la lista de n\u00fameros.\r\n\r\nlimite = int(input(\"Escribe limite:\"))\r\n\r\nvalores = int(input(\"Escribe un valor:\"))\r\n\r\nlistavalores = []\r\n\r\nlistavalores.append(valores)\r\n\r\nwhile limite > sum(listavalores):\r\n valores = int(input(\"Escribe otro valor\"))\r\n listavalores.append(valores)\r\n \r\nprint(f\"El limite a superar es {limite}. La lista creada es \", end=\"\")\r\nfor i in range(len(listavalores)):\r\n print (listavalores[i], end=\" \")\r\nprint(f\"ya que la suma de estos numeros es {sum(listavalores)}\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5f72b6bb8de932265e3494ed6520e23b33d2b72
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from typing import Optional from typing import Tuple from clikit.console_application import ConsoleApplication from .commands import BaseCommand from .commands.completions_command import CompletionsCommand from .config import ApplicationConfig class Application(ConsoleApplication, object): """ An Application is the container for a collection of commands. This class is optimized for a standard CLI environment. Usage: >>> app = Application('myapp', '1.0 (stable)') >>> app.add(HelpCommand()) >>> app.run() """ def __init__( self, name=None, version=None, complete=True, config=None ): # type: (str, str, bool, Optional[ApplicationConfig]) -> None if config is None: config = ApplicationConfig(name, version) super(Application, self).__init__(config) if complete: self.add(CompletionsCommand()) def add_commands(self, *commands): # type: (Tuple[BaseCommand]) -> None for command in commands: self.add(command) def add(self, command): # type: (BaseCommand) -> Application """ Adds a command object. """ self.add_command(command.config) command.set_application(self) return self def find(self, name): # type: (str) -> BaseCommand names = name.split(" ") command = self.get_command(names[0]) for name in names[1:]: command = command.get_sub_command(name) ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 1,535
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom typing import Optional\r\nfrom typing import Tuple\r\n\r\nfrom clikit.console_application import ConsoleApplication\r\n\r\nfrom .commands import BaseCommand\r\nfrom .commands.completions_command import CompletionsCommand\r\nfrom .config import ApplicationConfig\r\n\r\n\r\nclass Application(ConsoleApplication, object):\r\n \"\"\"\r\n An Application is the container for a collection of commands.\r\n\r\n This class is optimized for a standard CLI environment.\r\n\r\n Usage:\r\n >>> app = Application('myapp', '1.0 (stable)')\r\n >>> app.add(HelpCommand())\r\n >>> app.run()\r\n \"\"\"\r\n\r\n def __init__(\r\n self, name=None, version=None, complete=True, config=None\r\n ): # type: (str, str, bool, Optional[ApplicationConfig]) -> None\r\n if config is None:\r\n config = ApplicationConfig(name, version)\r\n\r\n super(Application, self).__init__(config)\r\n\r\n if complete:\r\n self.add(CompletionsCommand())\r\n\r\n def add_commands(self, *commands): # type: (Tuple[BaseCommand]) -> None\r\n for command in commands:\r\n self.add(command)\r\n\r\n def add(self, command): # type: (BaseCommand) -> Application\r\n \"\"\"\r\n Adds a command object.\r\n \"\"\"\r\n self.add_command(command.config)\r\n command.set_application(self)\r\n\r\n return self\r\n\r\n def find(self, name): # type: (str) -> BaseCommand\r\n names = name.split(\" \")\r\n command = self.get_command(names[0])\r\n for name in names[1:]:\r\n command = command.get_sub_command(name)\r\n\r\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
|
d5f73b66aea43800edd9e2977d37ade872174872
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #from django.dispatch import dispatcher #def UserProfilePostInsert(sender, instance, signal, *args, **kwargs): #""" #Inserts a blank imap server entry (if necessary) and associates it with the user #""" #user = instance #i = user.get_profile().imap_servers.create() #user.get_profile().about = 'test' #i.save() #user.save_profile() ## we want this called after every user is inserted #dispatcher.connect(UserProfilePostInsert, signal=signals.pre_save, sender=User)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 499
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#from django.dispatch import dispatcher\n\n#def UserProfilePostInsert(sender, instance, signal, *args, **kwargs):\n #\"\"\"\n #Inserts a blank imap server entry (if necessary) and associates it with the user\n #\"\"\"\n #user = instance\n #i = user.get_profile().imap_servers.create()\n #user.get_profile().about = 'test'\n #i.save()\n #user.save_profile()\n\n## we want this called after every user is inserted\n#dispatcher.connect(UserProfilePostInsert, signal=signals.pre_save, sender=User)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5f79839ee8447226cf398d9edd00a635f9c473c
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from utils.drawer import Drawer import argparse if __name__ == '__main__': parser = argparse.ArgumentParser() parser.add_argument("name", help="the name of the datafile") parser.add_argument("--size", help="width,height") args = parser.parse_args() if args.size is None: width, height = 1280, 720 else: width, height = args.size.split(',') drawer = Drawer('data/'+args.name, [int(width), int(height)]) # Complete this line while not drawer.window.should_close(): drawer.update() # the main application loop while not drawer.window.should_close() and not drawer.window.next and not drawer.window.previous: drawer.process() if drawer.window.next and drawer.current + 2 < len(drawer.data_base.keys()): drawer.current = drawer.current + 1 if drawer.window.previous and drawer.current > 0: drawer.current = drawer.current - 1 drawer.window.next = False drawer.window.previous = False drawer.window.terminate()
|
The missing line is:
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,009
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom utils.drawer import Drawer\n\nimport argparse\n\nif __name__ == '__main__':\n parser = argparse.ArgumentParser()\n parser.add_argument(\"name\", help=\"the name of the datafile\")\n parser.add_argument(\"--size\", help=\"width,height\")\n args = parser.parse_args()\n if args.size is None:\n width, height = 1280, 720\n else:\n width, height = args.size.split(',')\n drawer = Drawer('data/'+args.name, [int(width), int(height)])\n # Complete this line\n while not drawer.window.should_close():\n drawer.update()\n # the main application loop\n while not drawer.window.should_close() and not drawer.window.next and not drawer.window.previous:\n drawer.process()\n if drawer.window.next and drawer.current + 2 < len(drawer.data_base.keys()): drawer.current = drawer.current + 1\n if drawer.window.previous and drawer.current > 0: drawer.current = drawer.current - 1\n drawer.window.next = False\n drawer.window.previous = False\n\n drawer.window.terminate()"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
d5f7c879e6735f223e0344e0abf1f6975431be03
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2017 Amazon.com, Inc. or its affiliates. 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. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file is # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF # ANY KIND, either express or implied. See the License for the specific # language governing permissions and limitations under the License. def test_attributes_valid_kwargs(cls, kwargs): cls(**kwargs) @pytest.mark.parametrize("cls, kwargs", all_invalid_kwargs(VALID_KWARGS)) def test_attributes_invalid_kwargs(cls, kwargs): with pytest.raises(TypeError): cls(**kwargs) @pytest.mark.parametrize( "kwargs, attribute, expected_value", ( (dict(provider_id="asfoijwae", key_info=b"oaiejfoeiwja"), "provider_id", "asfoijwae"), (dict(provider_id=b"asfoijwae", key_info=b"oaiejfoeiwja"), "provider_id", "asfoijwae"), (dict(provider_id="asfoijwae", key_info="oaiejfoeiwja"), "key_info", b"oaiejfoeiwja"), (dict(provider_id="asfoijwae", key_info=b"oaiejfoeiwja"), "key_info", b"oaiejfoeiwja"), ), ) def test_master_key_info_convert(kwargs, attribute, expected_value): test = MasterKeyInfo(**kwargs) assert getattr(test, attribute) == expected_value
|
Code Review: ⚠️ Code quality: 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
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 0
| 1,433
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"). You\n# may not use this file except in compliance with the License. A copy of\n# the License is located at\n#\n# http://aws.amazon.com/apache2.0/\n#\n# or in the \"license\" file accompanying this file. This file is\n# distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific\n# language governing permissions and limitations under the License.\ndef test_attributes_valid_kwargs(cls, kwargs):\n cls(**kwargs)\n\n\n@pytest.mark.parametrize(\"cls, kwargs\", all_invalid_kwargs(VALID_KWARGS))\ndef test_attributes_invalid_kwargs(cls, kwargs):\n with pytest.raises(TypeError):\n cls(**kwargs)\n\n\n@pytest.mark.parametrize(\n \"kwargs, attribute, expected_value\",\n (\n (dict(provider_id=\"asfoijwae\", key_info=b\"oaiejfoeiwja\"), \"provider_id\", \"asfoijwae\"),\n (dict(provider_id=b\"asfoijwae\", key_info=b\"oaiejfoeiwja\"), \"provider_id\", \"asfoijwae\"),\n (dict(provider_id=\"asfoijwae\", key_info=\"oaiejfoeiwja\"), \"key_info\", b\"oaiejfoeiwja\"),\n (dict(provider_id=\"asfoijwae\", key_info=b\"oaiejfoeiwja\"), \"key_info\", b\"oaiejfoeiwja\"),\n ),\n)\ndef test_master_key_info_convert(kwargs, attribute, expected_value):\n test = MasterKeyInfo(**kwargs)\n\n assert getattr(test, attribute) == expected_value"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\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"}]
| false
| null | null | null |
d5f85a460ddcb48e089b11f2309816efd46bb61e
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import pandas as pd import seaborn as sns import matplotlib.pyplot as plt import numpy as np path_results = '../results/images/' # this function receives a dataset with binary target and it will graph a hist of values def graph_target(data,name="target",figsize=(6,4),title_name=None,color_text="white",save=False,name_file='target_distribution'): plt.figure(figsize=figsize) total = float(len(data)) # one person per row title_name = "Target distribution"+" of "+str(int(total))+" users" if title_name is None else title_name+" of "+str(int(total))+" users" ax = sns.countplot(x=name, data=data) # for Seaborn version 0.7 and more for p in ax.patches: height = p.get_height() Error: IndentationError / Expected indented block
|
Fixed Code: import pandas as pd import seaborn as sns import matplotlib.pyplot as plt import numpy as np path_results = '../results/images/' # this function receives a dataset with binary target and it will graph a hist of values def graph_target(data,name="target",figsize=(6,4),title_name=None,color_text="white",save=False,name_file='target_distribution'): plt.figure(figsize=figsize) total = float(len(data)) # one person per row title_name = "Target distribution"+" of "+str(int(total))+" users" if title_name is None else title_name+" of "+str(int(total))+" users" ax = sns.countplot(x=name, data=data) # for Seaborn version 0.7 and more for p in ax.patches: height = p.get_height() ax.text(p.get_x()+p.get_width()/2., height/3, '{:.2f}%\n{:d}'.format(100*height/total,height), ha="center",color=color_text,fontweight='bold')#fontsize=10 plt.title(title_name) Explanation: Add body to For block or use 'pass' statement
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 707
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport pandas as pd\nimport seaborn as sns\nimport matplotlib.pyplot as plt\nimport numpy as np\n\npath_results = '../results/images/'\n\n# this function receives a dataset with binary target and it will graph a hist of values\ndef graph_target(data,name=\"target\",figsize=(6,4),title_name=None,color_text=\"white\",save=False,name_file='target_distribution'):\n plt.figure(figsize=figsize)\n total = float(len(data)) # one person per row \n title_name = \"Target distribution\"+\" of \"+str(int(total))+\" users\" if title_name is None else title_name+\" of \"+str(int(total))+\" users\"\n ax = sns.countplot(x=name, data=data) # for Seaborn version 0.7 and more\n for p in ax.patches:\n height = p.get_height()\n\n Error: IndentationError / Expected indented block"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport pandas as pd\nimport seaborn as sns\nimport matplotlib.pyplot as plt\nimport numpy as np\n\npath_results = '../results/images/'\n\n# this function receives a dataset with binary target and it will graph a hist of values\ndef graph_target(data,name=\"target\",figsize=(6,4),title_name=None,color_text=\"white\",save=False,name_file='target_distribution'):\n plt.figure(figsize=figsize)\n total = float(len(data)) # one person per row \n title_name = \"Target distribution\"+\" of \"+str(int(total))+\" users\" if title_name is None else title_name+\" of \"+str(int(total))+\" users\"\n ax = sns.countplot(x=name, data=data) # for Seaborn version 0.7 and more\n for p in ax.patches:\n height = p.get_height()\n ax.text(p.get_x()+p.get_width()/2.,\n height/3,\n '{:.2f}%\\n{:d}'.format(100*height/total,height),\n ha=\"center\",color=color_text,fontweight='bold')#fontsize=10\n plt.title(title_name)\n\n Explanation: Add body to For block or use 'pass' statement"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
d5f884d302908ab9fba8e534f212148aba1c42a3
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from django.core.exceptions import ValidationError from django.utils.deconstruct import deconstructible from django.utils.translation import ugettext_lazy as _ class BlacklistValidator: blacklist = [] def __call__(self, value): # Validation logic if value in self.blacklist: raise ValidationError( _('This slug has an invalid value: %(value)s.'), code='invalid', params={'value': value}, ) @deconstructible class EventSlugBlacklistValidator(BlacklistValidator): blacklist = [ 'download', 'healthcheck', 'locale', 'control', 'redirect', 'jsi18n', 'metrics', '_global', '__debug__', 'api',
|
'events', ] @deconstructible class OrganizerSlugBlacklistValidator(BlacklistValidator): blacklist = [ 'download', 'healthcheck', 'locale', 'control', 'pretixdroid', 'redirect', 'jsi18n', 'metrics', '_global', '__debug__', 'about', 'api', ]
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 3
| 1,134
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom django.core.exceptions import ValidationError\nfrom django.utils.deconstruct import deconstructible\nfrom django.utils.translation import ugettext_lazy as _\n\n\nclass BlacklistValidator:\n\n blacklist = []\n\n def __call__(self, value):\n # Validation logic\n if value in self.blacklist:\n raise ValidationError(\n _('This slug has an invalid value: %(value)s.'),\n code='invalid',\n params={'value': value},\n )\n\n\n@deconstructible\nclass EventSlugBlacklistValidator(BlacklistValidator):\n\n blacklist = [\n 'download',\n 'healthcheck',\n 'locale',\n 'control',\n 'redirect',\n 'jsi18n',\n 'metrics',\n '_global',\n '__debug__',\n 'api',"}, {"role": "assistant", "content": "\n 'events',\n ]\n\n\n@deconstructible\nclass OrganizerSlugBlacklistValidator(BlacklistValidator):\n\n blacklist = [\n 'download',\n 'healthcheck',\n 'locale',\n 'control',\n 'pretixdroid',\n 'redirect',\n 'jsi18n',\n 'metrics',\n '_global',\n '__debug__',\n 'about',\n 'api',\n ]"}]
| false
| null | null | null |
d5f8c3fa603dfdb79ab13ebb13d4e8e23422a12c
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def _is_submodule(parent: str, child: str) -> bool: return parent == child or child.startswith(parent + ".") class _DefaultRepr: def __repr__(self) -> str:
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • IndentationError at line 7 Fix: Complete the truncated code structure
|
intermediate
|
oop
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 168
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef _is_submodule(parent: str, child: str) -> bool:\n return parent == child or child.startswith(parent + \".\")\n\n\nclass _DefaultRepr:\n def __repr__(self) -> str:"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 IndentationError at line 7\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d5f8e7bbb353d3c7f7fae4eb9baaff7822b54512
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: class Solution(object): def minPathSum(self, grid): """ :type grid: List[List[int]] :rtype: int """ m, n = len(grid), len(grid[0]) dp = [[0] * n for _ in range(m)] for i in range(m): Error: SyntaxError / EOF
|
Fixed Code: class Solution(object): def minPathSum(self, grid): """ :type grid: List[List[int]] :rtype: int """ m, n = len(grid), len(grid[0]) dp = [[0] * n for _ in range(m)] for i in range(m): for j in range(n): if i == 0 and j == 0: dp[i][j] = grid[0][0] elif i == 0: dp[i][j] = grid[i][j] + dp[i][j - 1] Explanation: Complete the truncated code structure
|
advanced
|
oop
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 242
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nclass Solution(object):\n def minPathSum(self, grid):\n \"\"\"\n :type grid: List[List[int]]\n :rtype: int\n \"\"\"\n m, n = len(grid), len(grid[0])\n dp = [[0] * n for _ in range(m)]\n for i in range(m):\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nclass Solution(object):\n def minPathSum(self, grid):\n \"\"\"\n :type grid: List[List[int]]\n :rtype: int\n \"\"\"\n m, n = len(grid), len(grid[0])\n dp = [[0] * n for _ in range(m)]\n for i in range(m):\n for j in range(n):\n if i == 0 and j == 0:\n dp[i][j] = grid[0][0]\n elif i == 0:\n dp[i][j] = grid[i][j] + dp[i][j - 1]\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d5fa6f305d9e54a79de33a61c7eebe1b7c16b303
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import _winreg import os def get_shared_cache_folder(): """ Look in the registry for the configured cache folder. If there is no entry, then we create one. :return: """ _winreg.aReg = _winreg.ConnectRegistry(None, _winreg.HKEY_CURRENT_USER) try: key = _winreg.OpenKey(_winreg.aReg, r"SOFTWARE\CCP\EVEONLINE") path, _ = _winreg.QueryValueEx(key, "CACHEFOLDER") except OSError: return None return path def set_shared_cache_folder(folder_path): if not os.path.isdir(folder_path): try:
|
os.makedirs(folder_path) except OSError: raise ValueError("Could not create directory {}".format(folder_path)) folder_path = os.path.normpath(folder_path) + os.sep key_eveonline = _winreg.CreateKey(_winreg.aReg, r"SOFTWARE\CCP\EVEONLINE") _winreg.SetValueEx(key_eveonline, "CACHEFOLDER", 0, _winreg.REG_SZ, folder_path) key_eveprobe = _winreg.CreateKey(_winreg.aReg, r"SOFTWARE\CCP\EVEPROBE") _winreg.SetValueEx(key_eveprobe, "CACHEFOLDER", 0, _winreg.REG_SZ, folder_path) def get_index_path(hint): return hint
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 3
| 0
| 1,129
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport _winreg\nimport os\n\n\ndef get_shared_cache_folder():\n \"\"\"\n Look in the registry for the configured cache folder.\n If there is no entry, then we create one.\n :return:\n \"\"\"\n _winreg.aReg = _winreg.ConnectRegistry(None, _winreg.HKEY_CURRENT_USER)\n try:\n key = _winreg.OpenKey(_winreg.aReg, r\"SOFTWARE\\CCP\\EVEONLINE\")\n path, _ = _winreg.QueryValueEx(key, \"CACHEFOLDER\")\n except OSError:\n return None\n return path\n\n\ndef set_shared_cache_folder(folder_path):\n if not os.path.isdir(folder_path):\n try:"}, {"role": "assistant", "content": "\n os.makedirs(folder_path)\n except OSError:\n raise ValueError(\"Could not create directory {}\".format(folder_path))\n folder_path = os.path.normpath(folder_path) + os.sep\n\n key_eveonline = _winreg.CreateKey(_winreg.aReg, r\"SOFTWARE\\CCP\\EVEONLINE\")\n _winreg.SetValueEx(key_eveonline, \"CACHEFOLDER\", 0, _winreg.REG_SZ, folder_path)\n\n key_eveprobe = _winreg.CreateKey(_winreg.aReg, r\"SOFTWARE\\CCP\\EVEPROBE\")\n _winreg.SetValueEx(key_eveprobe, \"CACHEFOLDER\", 0, _winreg.REG_SZ, folder_path)\n\n\ndef get_index_path(hint):\n return hint"}]
| false
| null | null | null |
d5fad574122cf8647545ad83e7dc43147679cc22
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- info = { "name": "ebu", "date_order": "DMY", "january": [ "mweri wa mbere", "mbe" ], "february": [ "mweri wa kaĩri", "kai" ], "march": [ "mweri wa kathatũ", "kat" ], "april": [ "mweri wa kana", "kan" ], "may": [ "mweri wa gatano", "gat" ], "june": [ "mweri wa gatantatũ", "gan" ], "july": [ "mweri wa mũgwanja", "mug" ], "august": [ "mweri wa kanana", "knn" ], "september": [ "mweri wa kenda", "ken" ], "october": [ "mweri wa ikũmi", "iku" ], "november": [ "mweri wa ikũmi na ũmwe", "imw" ], "december": [ "mweri wa ikũmi na kaĩrĩ", "igi" ], "monday": [ "njumatatu", "tat" ], "tuesday": [ "njumaine", "ine" ], "wednesday": [ "njumatano", "tan" ], "thursday": [ "aramithi", "arm" ], "friday": [ "njumaa", "maa" ], "saturday": [ "njumamothii", "nmm" ], "sunday": [ "kiumia", "kma" ], "am": [ "ki" ], "pm": [ "ut" ], "year": [ "mwaka" ], "month": [ "mweri" ], "week": [ "kiumia" ], "day": [ "mũthenya" ], "hour": [ "ithaa" ], "minute": [ "ndagĩka" ], "second": [ "sekondi" ], "relative-type": { "1 year ago": [ "last year" ], "0 year ago": [ "this year" ], "in 1 year": [ "next year" ], "1 month ago" ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: "last month" ], "0 month ago": [ "this month" ],
|
intermediate
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 1,825
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ninfo = {\n \"name\": \"ebu\",\n \"date_order\": \"DMY\",\n \"january\": [\n \"mweri wa mbere\",\n \"mbe\"\n ],\n \"february\": [\n \"mweri wa ka\u0129ri\",\n \"kai\"\n ],\n \"march\": [\n \"mweri wa kathat\u0169\",\n \"kat\"\n ],\n \"april\": [\n \"mweri wa kana\",\n \"kan\"\n ],\n \"may\": [\n \"mweri wa gatano\",\n \"gat\"\n ],\n \"june\": [\n \"mweri wa gatantat\u0169\",\n \"gan\"\n ],\n \"july\": [\n \"mweri wa m\u0169gwanja\",\n \"mug\"\n ],\n \"august\": [\n \"mweri wa kanana\",\n \"knn\"\n ],\n \"september\": [\n \"mweri wa kenda\",\n \"ken\"\n ],\n \"october\": [\n \"mweri wa ik\u0169mi\",\n \"iku\"\n ],\n \"november\": [\n \"mweri wa ik\u0169mi na \u0169mwe\",\n \"imw\"\n ],\n \"december\": [\n \"mweri wa ik\u0169mi na ka\u0129r\u0129\",\n \"igi\"\n ],\n \"monday\": [\n \"njumatatu\",\n \"tat\"\n ],\n \"tuesday\": [\n \"njumaine\",\n \"ine\"\n ],\n \"wednesday\": [\n \"njumatano\",\n \"tan\"\n ],\n \"thursday\": [\n \"aramithi\",\n \"arm\"\n ],\n \"friday\": [\n \"njumaa\",\n \"maa\"\n ],\n \"saturday\": [\n \"njumamothii\",\n \"nmm\"\n ],\n \"sunday\": [\n \"kiumia\",\n \"kma\"\n ],\n \"am\": [\n \"ki\"\n ],\n \"pm\": [\n \"ut\"\n ],\n \"year\": [\n \"mwaka\"\n ],\n \"month\": [\n \"mweri\"\n ],\n \"week\": [\n \"kiumia\"\n ],\n \"day\": [\n \"m\u0169thenya\"\n ],\n \"hour\": [\n \"ithaa\"\n ],\n \"minute\": [\n \"ndag\u0129ka\"\n ],\n \"second\": [\n \"sekondi\"\n ],\n \"relative-type\": {\n \"1 year ago\": [\n \"last year\"\n ],\n \"0 year ago\": [\n \"this year\"\n ],\n \"in 1 year\": [\n \"next year\"\n ],\n \"1 month ago\"\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 \"last month\"\n ],\n \"0 month ago\": [\n \"this month\"\n ],"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d5fb061a3a4378d9720ff3a451d5983678f6ed08
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: """Preprocessing DeepA2 datasets for LM training""" # flake8: noqa from deepa2.preptrain.t2tpreprocessor import T2TPreprocessor
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
machine_learning
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 129
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n\"\"\"Preprocessing DeepA2 datasets for LM training\"\"\"\n# flake8: noqa\n\nfrom deepa2.preptrain.t2tpreprocessor import T2TPreprocessor"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d5fc2fcc2b0439d566be57074eaeae0f3e82e072
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: #!/usr/bin/env python3 from setuptools import setup, find_packages setup(name='awspk', version='0.1', description='A aws cli pen knife with loads of interested stuff', # Complete this line author_email='awspk@dibley.net', py_modules=['awspk'], license='LICENSE', )
|
The missing line is: author='Martin Farrow',
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 310
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nfrom setuptools import setup, find_packages\n\nsetup(name='awspk',\n version='0.1',\n description='A aws cli pen knife with loads of interested stuff',\n # Complete this line\n author_email='awspk@dibley.net',\n py_modules=['awspk'],\n license='LICENSE',\n )"}, {"role": "assistant", "content": "The missing line is:\n author='Martin Farrow',"}]
| false
| null | null | null |
d5fcff660972d9337742f70ae81e7f0f26eaadac
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Xlib.display -- high level display object # # Copyright (C) 2000 Peter Liljenberg <petli@ctrl-c.liu.se> # # 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 2.1 # 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 # Python modules import types # Python 2/3 compatibility. from six import create_unbound_method # Xlib modules from . import error from . import ext from . import X # Xlib.protocol modules from .protocol import display as protocol_display from .protocol import request, event, rq # Xlib.xobjects modules from .xobject import resource from .xobject import drawable from .xobject import fontable from .xobject import colormap from .xobject import cursor class _BaseDisplay(protocol_display.Display): resource_classes = _resource_baseclasses.copy() # Implement a cache of atom names, used by Window objects when # dealing with some ICCCM properties not defined in Xlib.Xatom def __init__(self, *args, **keys): protocol_display.Display.__init__(self, *args, **keys) self._atom_cache = {} def get_atom(self, atomname, only_if_exists=0): if atomname in self._atom_cache: return self._atom_cache[atomname] r = request.InternAtom(display = self, name = atomname, only_if_exists = only_if_exists) # don't cache NONE responses in case someone creates this later if r.atom != X.NONE: self._atom_cache[atomname] = r.atom return r.atom class Display(object): ... [67 more functiondefs truncated] ...
|
Error Analysis: Error Type: BROKEN_INDENTATION Error: IndentationError: unexpected indent Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 60 • Block at line 67 has no indented body Fix: Fix indentation to match Python syntax rules
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 2
| 2
| 2,162
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Xlib.display -- high level display object\n#\n# Copyright (C) 2000 Peter Liljenberg <petli@ctrl-c.liu.se>\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 License\n# as published by the Free Software Foundation; either version 2.1\n# 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.\n# See the GNU 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.,\n # 59 Temple Place,\n# Suite 330,\n# Boston, MA 02111-1307 USA\n\n# Python modules\nimport types\n\n# Python 2/3 compatibility.\nfrom six import create_unbound_method\n\n# Xlib modules\nfrom . import error\nfrom . import ext\nfrom . import X\n\n# Xlib.protocol modules\nfrom .protocol import display as protocol_display\nfrom .protocol import request, event, rq\n\n# Xlib.xobjects modules\nfrom .xobject import resource\nfrom .xobject import drawable\nfrom .xobject import fontable\nfrom .xobject import colormap\n from .xobject import cursor\n\nclass _BaseDisplay(protocol_display.Display):\n resource_classes = _resource_baseclasses.copy()\n\n # Implement a cache of atom names, used by Window objects when\n # dealing with some ICCCM properties not defined in Xlib.Xatom\n\n def __init__(self, *args, **keys):\n protocol_display.Display.__init__(self, *args, **keys)\n self._atom_cache = {}\n\n def get_atom(self, atomname, only_if_exists=0):\n if atomname in self._atom_cache:\n return self._atom_cache[atomname]\n\n r = request.InternAtom(display = self, name = atomname, only_if_exists = only_if_exists)\n\n # don't cache NONE responses in case someone creates this later\n if r.atom != X.NONE:\n self._atom_cache[atomname] = r.atom\n\n return r.atom\n\n\nclass Display(object):\n\n ... [67 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: BROKEN_INDENTATION\n Error: IndentationError: unexpected indent\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 60\n \u2022 Block at line 67 has no indented body\n\n Fix: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
d5fd3faa9866127caab32ba61fdd34ab4ec39ea3
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- def main(): from string import ascii_uppercase n, m, q_large = map(int, input().split()) s = [list(input()) for _ in range(n)] q = [input() for _ in range(q_large)] pos = [None for _ in range(26)] for i in range(n): for j in range(m): sij = s[i][j] if sij != "*": index = ascii_uppercase.index(sij) pos[index] = (i + 1, j + 1) for qi in q: index = ascii_uppercase.index(qi) p = pos[index] if p is None: print("NA") else: print(p[0], p[1]) if __name__ == "__main__": main()
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 657
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\ndef main():\n from string import ascii_uppercase\n\n n, m, q_large = map(int, input().split())\n s = [list(input()) for _ in range(n)]\n q = [input() for _ in range(q_large)]\n pos = [None for _ in range(26)]\n\n for i in range(n):\n for j in range(m):\n sij = s[i][j]\n if sij != \"*\":\n index = ascii_uppercase.index(sij)\n pos[index] = (i + 1, j + 1)\n\n for qi in q:\n index = ascii_uppercase.index(qi)\n p = pos[index]\n\n if p is None:\n print(\"NA\")\n else:\n print(p[0], p[1])\n\n\nif __name__ == \"__main__\":\n main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5fd49cbaa7ded4b224914739446f1a0434a93af
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: __author__ = 'dimd' from zope.interface import Interface, Attribute class IBaseResourceSubscriber(Interface): """ IBaseResourceSubscriber provides functionality for comparison of the signature on a incoming request against a candidate DProtocol implementation registered as IJSONResource The `adapter` is our first argument in the constructor. It's used from the adapter pattern and have to be from type IJSONResource The `protocol` attribute is designed to be provided by classes which are implements IJSONResourceSubscriber, or inherit from DProtocolSubscriber. If subclass does not provide the protocol argument will raise AttributeError. """ adapter = Attribute("The implementer have to provide implementation of IJSONResource") protocol = Attribute("DProtocol instance") def compare(): """ Designed to compare the the adapter and the DProtocol signature if the signatures is equal """ class IJSONResourceSubscriber(Interface): """ """ class IXMLResourceSubscriber(Interface): """ """
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 1
| 3
| 1,104
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n__author__ = 'dimd'\n\nfrom zope.interface import Interface, Attribute\n\n\nclass IBaseResourceSubscriber(Interface):\n\n \"\"\"\n\n IBaseResourceSubscriber provides functionality for comparison of the signature on\n a incoming request against a candidate DProtocol implementation registered as\n IJSONResource\n\n The `adapter` is our first argument in the constructor. It's used from the adapter pattern\n and have to be from type IJSONResource\n\n The `protocol` attribute is designed to be provided by classes which are implements IJSONResourceSubscriber,\n or inherit from DProtocolSubscriber. If subclass does not provide the protocol argument will\n raise AttributeError.\n\n \"\"\"\n\n adapter = Attribute(\"The implementer have to provide implementation of IJSONResource\")\n protocol = Attribute(\"DProtocol instance\")\n\n def compare():\n \"\"\"\n Designed to compare the the adapter and the DProtocol signature\n if the signatures is equal\n \"\"\"\n\n\nclass IJSONResourceSubscriber(Interface):\n \"\"\"\n\n \"\"\"\n\n\nclass IXMLResourceSubscriber(Interface):\n \"\"\"\n\n \"\"\""}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d5fe5092d56595790c2072c2485827d644f9fbac
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import numpy as np import pandas as pd from scipy.stats import f_oneway from typing import Dict, Tuple, Set def extract_significant_p(df: pd.DataFrame, p_value_limit: float): """Return a df, which replaces values that are above p_value_limit with `None`""" return ( df.loc(axis=1)[f"p-value"] .where(df[f"p-value"] < p_value_limit) .dropna(axis=0, how="all") ) # Complete this line def _calculate_anova(data: pd.DataFrame) -> Tuple: """Calculate one-way anova using each column as a different measurement.""" parameter = [column for column in data.columns if column != "configuration"][0] data_ = [ data[data["configuration"] == configuration][parameter].T.to_numpy() for configuration in set(data["configuration"]) ] return f_oneway(*data_) ... [2 more functiondefs truncated] ...
|
The missing line is:
|
intermediate
|
data_processing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 847
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport numpy as np\nimport pandas as pd\nfrom scipy.stats import f_oneway\n\nfrom typing import Dict, Tuple, Set\n\n\ndef extract_significant_p(df: pd.DataFrame, p_value_limit: float):\n \"\"\"Return a df, which replaces values that are above p_value_limit with `None`\"\"\"\n return (\n df.loc(axis=1)[f\"p-value\"]\n .where(df[f\"p-value\"] < p_value_limit)\n .dropna(axis=0, how=\"all\")\n )\n\n # Complete this line\ndef _calculate_anova(data: pd.DataFrame) -> Tuple:\n \"\"\"Calculate one-way anova using each column as a different measurement.\"\"\"\n parameter = [column for column in data.columns if column != \"configuration\"][0]\n data_ = [\n data[data[\"configuration\"] == configuration][parameter].T.to_numpy()\n for configuration in set(data[\"configuration\"])\n ]\n return f_oneway(*data_)\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
d5fedd3bf29602a1334d3dbff567321747bbca26
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os import platform import time import csv import serial import cv2 import tkinter as tk from tkinter.filedialog import askdirectory from serial.tools import list_ports # From https://raspberrypi.stackexchange.com/a/118473 def is_raspberrypi(): try: with io.open('/sys/firmware/devicetree/base/model', 'r') as m: if 'raspberry pi' in m.read().lower(): return(m) except Exception: pass return False def get_platform(): return platform.system() def get_gui_coordinates(root, w, h): # get screen width and height ws = root.winfo_screenwidth() # width of the screen hs = root.winfo_screenheight() # height of the screen # calculate x and y coordinates for the Tk root window x = (ws/2) - (w/2) y = (hs/2) - (h/2) return(w,h,x,y) def handle_focus_in(button): full_name_entry.delete(0, tk.END) full_name_entry.config(fg='black') def handle_focus_out(button): full_name_entry.delete(0, tk.END) full_name_entry.config(fg='grey') full_name_entry.insert(0, "Example: Joe Bloggs") def hover(button, enter, message): if message == "": return else: button.configure(text=message) def list_ports(): """ Test the ports and returns a tuple with the available ports and the ones that are working. """ non_working_ports = [] dev_port = 0 working_ports = [] available_ports = [] while len(non_working_ports) < 6: # if there are more than 5 non working ports stop the testing. camera = cv2.VideoCapture(dev_port) if not camera.isOpened(): non_working_ports.append(dev_port) # print("Port %s is not working." %dev_port) else: is_reading, img = camera.read() w = camera.get(3) h = camera.get(4) if is_reading: # print("Port %s is working and reads images (%s x %s)" %(dev_port,h,w)) working_ports.append(dev_port) else: # print("Port %s for camera ( %s x %s) is present but does not reads." %(dev_port,h,w)) available_ports.append(dev_port) dev_port +=1 return available_ports,working_ports,non_working_ports
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 50 ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 36 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 46 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 64 Unexpected indentation at line 65 Unexpected indentation at line 66 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Empty except block - handle exceptions properly Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation Potential division by zero - add validation ✨ Improvements: Complete the expression on the last line Add closing quote at line 50 Add docstring to function 'get_gui_coordinates'
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advanced
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testing
|
code_review
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Pythoncode:Python
| 7
| 0
| 2,251
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os\nimport platform\nimport time\nimport csv\nimport serial\nimport cv2\nimport tkinter as tk\nfrom tkinter.filedialog import askdirectory\nfrom serial.tools import list_ports\n\n# From https://raspberrypi.stackexchange.com/a/118473\ndef is_raspberrypi():\n try:\n with io.open('/sys/firmware/devicetree/base/model', 'r') as m:\n if 'raspberry pi' in m.read().lower(): \n return(m)\n except Exception: \n pass\n return False\n\ndef get_platform():\n return platform.system()\n\ndef get_gui_coordinates(root, w, h):\n # get screen width and height\n ws = root.winfo_screenwidth() # width of the screen\n hs = root.winfo_screenheight() # height of the screen\n\n # calculate x and y coordinates for the Tk root window\n x = (ws/2) - (w/2)\n y = (hs/2) - (h/2)\n return(w,h,x,y)\n\ndef handle_focus_in(button):\n full_name_entry.delete(0, tk.END)\n full_name_entry.config(fg='black')\n\ndef handle_focus_out(button):\n full_name_entry.delete(0, tk.END)\n full_name_entry.config(fg='grey')\n full_name_entry.insert(0, \"Example: Joe Bloggs\")\n\ndef hover(button, enter, message):\n if message == \"\":\n return\n else:\n button.configure(text=message)\n\ndef list_ports():\n \"\"\"\n Test the ports and returns a tuple with the available ports and the ones that are working.\n \"\"\"\n non_working_ports = []\n dev_port = 0\n working_ports = []\n available_ports = []\n while len(non_working_ports) < 6: # if there are more than 5 non working ports stop the testing. \n camera = cv2.VideoCapture(dev_port)\n if not camera.isOpened():\n non_working_ports.append(dev_port)\n # print(\"Port %s is not working.\" %dev_port)\n else:\n is_reading, img = camera.read()\n w = camera.get(3)\n h = camera.get(4)\n if is_reading:\n # print(\"Port %s is working and reads images (%s x %s)\" %(dev_port,h,w))\n working_ports.append(dev_port)\n else:\n # print(\"Port %s for camera ( %s x %s) is present but does not reads.\" %(dev_port,h,w))\n available_ports.append(dev_port)\n dev_port +=1\n return available_ports,working_ports,non_working_ports"}, {"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 50\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 36\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 46\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 64\n Unexpected indentation at line 65\n Unexpected indentation at line 66\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Empty except block - handle exceptions properly\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n Potential division by zero - add validation\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 50\n Add docstring to function 'get_gui_coordinates'"}]
| false
| null | null | null |
d5ff5d19a2e1fbd8c3dcb000fc779bc359c47c61
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TheStack--python--000.parquet
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Repair the syntax errors in this Pythoncode:Python code: from hpbandster.core.worker import Worker from a2e.model import AbstractModel from a2e.optimizer import EvaluationResultAggregator from a2e.utility import inf_nan_to_float_max class ModelWorker(Worker): def __init__( self, model: AbstractModel, evaluation_result_aggregator: EvaluationResultAggregator, x_train, y_train, x_valid, y_valid, run_id, nameserver=None, nameserver_port=None, logger=None, host=None, id=None, timeout=None, ): super().__init__(run_id, nameserver=nameserver, nameserver_port=nameserver_port, logger=logger, host=host, id=id, timeout=timeout) self.model = model self.evaluation_result_aggregator = evaluation_result_aggregator self.x_train = x_train self.y_train = y_train self.x_valid = x_valid self.y_valid = y_valid def compute(self, config, budget, working_directory, **kwargs): iteration, stage, actual_num_config = kwargs['config_id'] self.model.load_config(config, budget=budget, **kwargs) evaluation_result = self.model.evaluate( self.x_train, self.y_train, self.x_valid, self.y_valid, budget, ) evaluation_result.add_info('iteration', iteration) evaluation_result.add_info('stage', stage) evaluation_result.add_info('actual_num_config', actual_num_config) self.evaluation_result_aggregator.add_evaluation_result(evaluation_result) return { 'loss': inf_nan_to_float_max(evaluation_result.cost),
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Syntax Analysis: Syntax Errors Found: • Unclosed '{' at line 50 - expected '}' • SyntaxError: '{' was never closed at line 50 Fixes: • Add closing '}' bracket • Review code syntax
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advanced
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machine_learning
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syntax_repair
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Pythoncode:Python
| 2
| 1
| 1,657
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom hpbandster.core.worker import Worker\nfrom a2e.model import AbstractModel\nfrom a2e.optimizer import EvaluationResultAggregator\nfrom a2e.utility import inf_nan_to_float_max\n\n\nclass ModelWorker(Worker):\n def __init__(\n self,\n model: AbstractModel,\n evaluation_result_aggregator: EvaluationResultAggregator,\n x_train,\n y_train,\n x_valid,\n y_valid,\n run_id,\n nameserver=None,\n nameserver_port=None,\n logger=None,\n host=None,\n id=None,\n timeout=None,\n ):\n super().__init__(run_id, nameserver=nameserver, nameserver_port=nameserver_port, logger=logger, host=host, id=id, timeout=timeout)\n\n self.model = model\n self.evaluation_result_aggregator = evaluation_result_aggregator\n self.x_train = x_train\n self.y_train = y_train\n self.x_valid = x_valid\n self.y_valid = y_valid\n\n def compute(self, config, budget, working_directory, **kwargs):\n iteration, stage, actual_num_config = kwargs['config_id']\n self.model.load_config(config, budget=budget, **kwargs)\n evaluation_result = self.model.evaluate(\n self.x_train,\n self.y_train,\n self.x_valid,\n self.y_valid,\n budget,\n )\n\n evaluation_result.add_info('iteration', iteration)\n evaluation_result.add_info('stage', stage)\n evaluation_result.add_info('actual_num_config', actual_num_config)\n\n self.evaluation_result_aggregator.add_evaluation_result(evaluation_result)\n\n return {\n 'loss': inf_nan_to_float_max(evaluation_result.cost),"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '{' at line 50 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 50\n\n Fixes:\n \u2022 Add closing '}' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d5fff25cf4828ce6ee852dfb013719288c2e6acf
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from xagents import a2c, acer, ddpg, dqn, ppo, td3, trpo from xagents.a2c.agent import A2C from xagents.acer.agent import ACER from xagents.base import OffPolicy from xagents.ddpg.agent import DDPG from xagents.dqn.agent import DQN from xagents.ppo.agent import PPO from xagents.td3.agent import TD3 from xagents.trpo.agent import TRPO from xagents.utils.cli import play_args, train_args, tune_args from xagents.utils.common import register_models __author__ = 'schissmantics' __email__ = 'schissmantics@outlook.com' __license__ = 'MIT' __version__ = '1.0.1' agents = {
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '{' at line 18 - expected '}' • SyntaxError: '{' was never closed at line 18 Fix: Complete the truncated code structure
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intermediate
|
machine_learning
|
error_detection
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Pythoncode:Python
| 0
| 0
| 571
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom xagents import a2c, acer, ddpg, dqn, ppo, td3, trpo\nfrom xagents.a2c.agent import A2C\nfrom xagents.acer.agent import ACER\nfrom xagents.base import OffPolicy\nfrom xagents.ddpg.agent import DDPG\nfrom xagents.dqn.agent import DQN\nfrom xagents.ppo.agent import PPO\nfrom xagents.td3.agent import TD3\nfrom xagents.trpo.agent import TRPO\nfrom xagents.utils.cli import play_args, train_args, tune_args\nfrom xagents.utils.common import register_models\n\n__author__ = 'schissmantics'\n__email__ = 'schissmantics@outlook.com'\n__license__ = 'MIT'\n__version__ = '1.0.1'\n\nagents = {"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '{' at line 18 - expected '}'\n \u2022 SyntaxError: '{' was never closed at line 18\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9101c6f835f7bccd8700b747bc71f0d2474bb905
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # 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. import os from mmpt.utils import recursive_config class BaseJob(object): def __init__(self, yaml_file, dryrun=False): self.yaml_file = yaml_file self.config = recursive_config(yaml_file) self.dryrun = dryrun def submit(self, **kwargs): raise NotImplementedError def _normalize_cmd(self, cmd_list): cmd_list = list(cmd_list) yaml_index = cmd_list.index("[yaml]") cmd_list[yaml_index] = self.yaml_file return cmd_list class LocalJob(BaseJob): CMD_CONFIG = { "local_single": [ "fairseq-train", "[yaml]", "--user-dir", "mmpt", "--task", "mmtask", "--arch", "mmarch", "--criterion", "mmloss", ], "local_small": [ "fairseq-train", "[yaml]", "--user-dir", "mmpt", "--task", "mmtask", "--arch", "mmarch", "--criterion", "mmloss", "--distributed-world-size", "2" ], "local_big": [ "fairseq-train", "[yaml]", "--user-dir", "mmpt", "--task", "mmtask", "--arch", "mmarch", "--criterion", "mmloss", "--distributed-world-size", "4" ], "local_predict": ["python", "mmpt_cli/predict.py", "[yaml]"], } def __init__(self, yaml_file, job_type=None, dryrun=False): super().__init__(yaml_file, dryrun) if job_type is None: self.job_type = "local_single" if self.config.task_type is not None: self.job_type = self.config.task_type else: self.job_type = job_type if self.job_type in ["local_single", "local_small"]: if self.config.fairseq.dataset.batch_size > 32: print("decreasing batch_size to 32 for local testing?") ... [10 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 4
| 2
| 2,020
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\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.\nimport os\n\nfrom mmpt.utils import recursive_config\n\n\nclass BaseJob(object):\n def __init__(self, yaml_file, dryrun=False):\n self.yaml_file = yaml_file\n self.config = recursive_config(yaml_file)\n self.dryrun = dryrun\n\n def submit(self, **kwargs):\n raise NotImplementedError\n\n def _normalize_cmd(self, cmd_list):\n cmd_list = list(cmd_list)\n yaml_index = cmd_list.index(\"[yaml]\")\n cmd_list[yaml_index] = self.yaml_file\n return cmd_list\n\n\nclass LocalJob(BaseJob):\n\n CMD_CONFIG = {\n \"local_single\": [\n \"fairseq-train\", \"[yaml]\", \"--user-dir\", \"mmpt\",\n \"--task\", \"mmtask\", \"--arch\", \"mmarch\",\n \"--criterion\", \"mmloss\",\n ],\n \"local_small\": [\n \"fairseq-train\", \"[yaml]\", \"--user-dir\", \"mmpt\",\n \"--task\", \"mmtask\", \"--arch\", \"mmarch\",\n \"--criterion\", \"mmloss\",\n \"--distributed-world-size\", \"2\"\n ],\n \"local_big\": [\n \"fairseq-train\", \"[yaml]\", \"--user-dir\", \"mmpt\",\n \"--task\", \"mmtask\", \"--arch\", \"mmarch\",\n \"--criterion\", \"mmloss\",\n \"--distributed-world-size\", \"4\"\n ],\n \"local_predict\": [\"python\", \"mmpt_cli/predict.py\", \"[yaml]\"],\n }\n\n def __init__(self, yaml_file, job_type=None, dryrun=False):\n super().__init__(yaml_file, dryrun)\n if job_type is None:\n self.job_type = \"local_single\"\n if self.config.task_type is not None:\n self.job_type = self.config.task_type\n else:\n self.job_type = job_type\n if self.job_type in [\"local_single\", \"local_small\"]:\n if self.config.fairseq.dataset.batch_size > 32:\n print(\"decreasing batch_size to 32 for local testing?\")\n\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
91031df628ba0d6e12adf7ed9e0154be2d4256a3
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import os.path from tron import g, hub from tron.Hub.Command.Encoders.ASCIICmdEncoder import ASCIICmdEncoder from tron.Hub.Nub.TCCShellNub import TCCShellNub from tron.Hub.Reply.Decoders.ASCIIReplyDecoder import ASCIIReplyDecoder name = 'tcc' def start(poller): stop() initCmds = ('show version', 'show users', 'show time', 'show status', 'show inst/full', 'show object/full', 'show axisconfig', 'show focus', 'axis status', 'show scale', 'mir status') safeCmds = r'(^show )|(status$)' d = ASCIIReplyDecoder(EOL='\r', stripChars='\n', CIDfirst=False, debug=1) e = ASCIICmdEncoder(EOL='\r', debug=1, CIDfirst=False) tcc = TCCShellNub(poller, [ '/usr/bin/ssh', '-1', '-e', 'none', '-a', '-x', '-i', os.path.expanduser('~/.ssh/tron'), '-T', 'tccuser@tcc25m' ], initCmds=initCmds, safeCmds=safeCmds, needsAuth=True, name=name, encoder=e, decoder=d, logDir=os.path.join(g.logDir, name), debug=1) hub.addActor(tcc) def stop(): n = hub.findActor(name) if n: hub.dropActor(n) del n
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Code Review: ❌ Critical issues: Block at line 12 has no indented body ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 42 Unexpected indentation at line 44 ✨ Improvements: Add docstring to function 'start'
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intermediate
|
oop
|
code_review
|
Pythoncode:Python
| 2
| 0
| 1,154
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport os.path\n\nfrom tron import g, hub\nfrom tron.Hub.Command.Encoders.ASCIICmdEncoder import ASCIICmdEncoder\nfrom tron.Hub.Nub.TCCShellNub import TCCShellNub\nfrom tron.Hub.Reply.Decoders.ASCIIReplyDecoder import ASCIIReplyDecoder\n\n\nname = 'tcc'\n\n\ndef start(poller):\n\n stop()\n\n initCmds = ('show version', 'show users', 'show time', 'show status', 'show inst/full',\n 'show object/full', 'show axisconfig', 'show focus', 'axis status', 'show scale',\n 'mir status')\n\n safeCmds = r'(^show )|(status$)'\n\n d = ASCIIReplyDecoder(EOL='\\r', stripChars='\\n', CIDfirst=False, debug=1)\n e = ASCIICmdEncoder(EOL='\\r', debug=1, CIDfirst=False)\n tcc = TCCShellNub(poller, [\n '/usr/bin/ssh', '-1', '-e', 'none', '-a', '-x', '-i',\n os.path.expanduser('~/.ssh/tron'), '-T', 'tccuser@tcc25m'\n ],\n initCmds=initCmds,\n safeCmds=safeCmds,\n needsAuth=True,\n name=name,\n encoder=e,\n decoder=d,\n logDir=os.path.join(g.logDir, name),\n debug=1)\n\n hub.addActor(tcc)\n\n\ndef stop():\n n = hub.findActor(name)\n if n:\n hub.dropActor(n)\n del n"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Block at line 12 has no indented body\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 29\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 42\n Unexpected indentation at line 44\n\n\u2728 Improvements:\n Add docstring to function 'start'"}]
| false
| null | null | null |
9103b4aa5d2e6a5156212d03a9f3245d1c26b5fe
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: #!/usr/bin/env python # -*- coding=utf-8 -*- ''' Created on 2013-3-31 @author: Joseph ''' import PtDb if __name__ == '__main__': PtDb.config = { 'sqlite':{ 'type':'sqlite', 'dbname':"data1.db" }, 'default':{ 'type':'mysql', 'host':'localhost', 'port':3306, 'dbname':'game110_dev', 'dbuser':'root', ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: 'charset':'utf8', }, 'default1':{ 'type':'mysql', 'host':'localhost',
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 551
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding=utf-8 -*-\n'''\nCreated on 2013-3-31\n@author: Joseph\n'''\nimport PtDb\n\nif __name__ == '__main__': \n PtDb.config = {\n 'sqlite':{\n 'type':'sqlite',\n 'dbname':\"data1.db\"\n },\n 'default':{\n 'type':'mysql',\n 'host':'localhost',\n 'port':3306,\n 'dbname':'game110_dev',\n 'dbuser':'root',\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 'charset':'utf8',\n },\n 'default1':{\n 'type':'mysql',\n 'host':'localhost',"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91041f909c9548e67cfcf291bb438d3ff51c9d02
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # coding: utf-8 # Copyright (c) 2016, 2019, Oracle and/or its affiliates. All rights reserved. import filecmp import json import pytest import oci import services.object_storage.src.oci_cli_object_storage as oci_cli_object_storage import os
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 241
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# coding: utf-8\n# Copyright (c) 2016, 2019, Oracle and/or its affiliates. All rights reserved.\n\nimport filecmp\nimport json\nimport pytest\nimport oci\nimport services.object_storage.src.oci_cli_object_storage as oci_cli_object_storage\nimport os"}, {"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
|
9104cf33f9cb7c9a9e220cded851c4d2434c8d05
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/python3 import random import string import time import subprocess import os import redis import threading def generate_string(string_size, size, dict): ''' https://stackoverflow.com/questions/16308989/fastest-method-to-generate-big-random-string-with-lower-latin-letters ''' for i in range(size): min_lc = ord(b'a') len_lc = 26 key = bytearray(random.getrandbits(8*string_size).to_bytes(string_size, 'big')) for i, b in enumerate(key): key[i] = min_lc + b % len_lc # convert 0..255 to 97..122 key = key.decode() val = key dict[key] = val if __name__ == "__main__": size = 1000 # TODO: make is an command line argument port = 7000 FNULL = open(os.devnull, 'w') string_size = 100000 partition = int(size/4) print("generating test sets") d1 = {} d2 = {} d3 = {} d4 = {} t1 = threading.Thread(target=generate_string, args = (string_size, partition, d1)) t2 = threading.Thread(target=generate_string, args = (string_size, partition, d2)) t3 = threading.Thread(target=generate_string, args = (string_size, partition, d3)) t4 = threading.Thread(target=generate_string, args = (string_size, partition, d4)) t1.start() t2.start() t3.start() t4.start() t1.join() t1.join()
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t1.join() t1.join() test_set = {} test_set.update(d1) test_set.update(d2) test_set.update(d3) test_set.update(d4) print(len(test_set)) print("running tests...") r = redis.StrictRedis(host='localhost', port=port, db=0) start = time.time() print("testing set") for k,v in test_set.items(): r.set(k, v) r.wait(3, 0) print("testing get") for k,v in test_set.items(): r.get(k) r.wait(3, 0) end = time.time() runtime = end - start ops = size * 2 throughput = float(ops/runtime) latency = float(1/throughput) print("total run time: {runtime}s \n\ number of total operations with 50% Set and 50% Get: {ops} \n\ avg. throughput: {throughput} ops/s \n\ avg. latency: {latency} s".format( runtime=runtime, ops=ops, throughput=throughput, latency=latency ))
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intermediate
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testing
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code_completion
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Pythoncode:Python
| 1
| 0
| 2,304
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/python3\n\nimport random\nimport string\nimport time\nimport subprocess\nimport os\nimport redis\nimport threading\n\n\n\ndef generate_string(string_size, size, dict):\n '''\n https://stackoverflow.com/questions/16308989/fastest-method-to-generate-big-random-string-with-lower-latin-letters\n '''\n\n\n for i in range(size):\n min_lc = ord(b'a')\n len_lc = 26\n key = bytearray(random.getrandbits(8*string_size).to_bytes(string_size, 'big'))\n for i, b in enumerate(key):\n key[i] = min_lc + b % len_lc # convert 0..255 to 97..122\n\n\n key = key.decode()\n val = key\n \n dict[key] = val\n\n\n\n\nif __name__ == \"__main__\": \n\n size = 1000 # TODO: make is an command line argument\n port = 7000\n FNULL = open(os.devnull, 'w')\n string_size = 100000\n partition = int(size/4)\n \n print(\"generating test sets\")\n\n d1 = {}\n d2 = {}\n d3 = {}\n d4 = {}\n\n t1 = threading.Thread(target=generate_string, args = (string_size, partition, d1))\n t2 = threading.Thread(target=generate_string, args = (string_size, partition, d2))\n t3 = threading.Thread(target=generate_string, args = (string_size, partition, d3))\n t4 = threading.Thread(target=generate_string, args = (string_size, partition, d4))\n\n t1.start()\n t2.start()\n t3.start()\n t4.start()\n\n t1.join()\n t1.join()"}, {"role": "assistant", "content": "\n t1.join()\n t1.join()\n\n test_set = {}\n test_set.update(d1)\n test_set.update(d2)\n test_set.update(d3)\n test_set.update(d4)\n\n print(len(test_set))\n print(\"running tests...\")\n\n r = redis.StrictRedis(host='localhost', port=port, db=0)\n\n start = time.time()\n\n print(\"testing set\")\n for k,v in test_set.items():\n r.set(k, v)\n r.wait(3, 0)\n\n print(\"testing get\")\n for k,v in test_set.items():\n r.get(k)\n r.wait(3, 0)\n\n end = time.time()\n runtime = end - start\n ops = size * 2\n throughput = float(ops/runtime)\n latency = float(1/throughput)\n print(\"total run time: {runtime}s \\n\\\nnumber of total operations with 50% Set and 50% Get: {ops} \\n\\\navg. throughput: {throughput} ops/s \\n\\\navg. latency: {latency} s\".format(\n runtime=runtime,\n ops=ops,\n throughput=throughput,\n latency=latency\n ))"}]
| false
| null | null | null |
9104fd2a412765ae4aa352d6517c087a930d10a7
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ https://www.codeeval.com/browse/30/ Set Intersection Challenge Description: You are given two sorted list of numbers (ascending order). The lists themselves are comma delimited and the two lists are semicolon delimited. Print out the intersection of these two sets. Input Sample: File containing two lists of ascending order sorted integers, comma delimited, one per line. E.g. 1,2,3,4;4,5,6 20,21,22;45,46,47 7,8,9;8,9,10,11,12 Output Sample: Print out the ascending order sorted intersection of the two lists, one per line. Print empty new line in case the lists have no intersection. E.g. 4 8,9 """ ###### IO Boilerplate ###### import sys if len(sys.argv) < 2: ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: input_file_name = "15-setintersection-in.txt" else: input_file_name = sys.argv[1] with open(input_file_name) as input_file:
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intermediate
|
api
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incomplete_code
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Pythoncode:Python
| 1
| 0
| 748
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\nhttps://www.codeeval.com/browse/30/\n\nSet Intersection\n\nChallenge Description:\n\n You are given two sorted list of numbers (ascending order). The lists\n themselves are comma delimited and the two lists are semicolon\n delimited. Print out the intersection of these two sets.\n\n\nInput Sample:\n\n File containing two lists of ascending order sorted integers, comma\n delimited, one per line. E.g.\n \n\n 1,2,3,4;4,5,6\n 20,21,22;45,46,47\n 7,8,9;8,9,10,11,12\n\n\nOutput Sample:\n\n Print out the ascending order sorted intersection of the two lists,\n one per line. Print empty new line in case the lists have\n no intersection. E.g.\n \n\n 4\n \n 8,9\n\n\"\"\"\n\n###### IO Boilerplate ######\nimport sys\n\nif len(sys.argv) < 2:\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 input_file_name = \"15-setintersection-in.txt\"\nelse:\n input_file_name = sys.argv[1]\n\nwith open(input_file_name) as input_file:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
910584bb0f10ffc80b6bcbf199bcc87aa47ac74d
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # # Copyright 2019 The FATE Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import abc import datetime import threading from typing import Iterable import six from arch.api import WorkMode, Backend from arch.api.table.table import Table from eggroll.core.constants import StoreTypes def build_session(job_id=None, work_mode: WorkMode = WorkMode.STANDALONE, backend: Backend = Backend.EGGROLL2, persistent_engine: StoreTypes = StoreTypes.ROLLPAIR_LMDB): from arch.api.table import eggroll_util if backend.is_eggroll(): from arch.api.table.eggroll import session_impl eggroll_session = eggroll_util.build_eggroll_session(work_mode=work_mode, job_id=job_id) session = session_impl.FateSessionImpl(eggroll_session, work_mode, persistent_engine) elif backend.is_spark(): from arch.api.table.pyspark import session_impl eggroll_session = eggroll_util.build_eggroll_session(work_mode=work_mode, job_id=job_id) session = session_impl.FateSessionImpl(eggroll_session, work_mode, persistent_engine) elif backend.is_eggroll2(): from eggroll.core.session import session_init from arch.api.table.eggroll2 import session_impl options = {} if work_mode == WorkMode.STANDALONE: options['eggroll.session.deploy.mode'] = "standalone" elif work_mode == WorkMode.CLUSTER: options['eggroll.session.deploy.mode'] = "cluster" er_session = session_init(session_id=job_id, options=options) session = session_impl.FateSessionImpl(er_session, work_mode, persistent_engine) else: raise ValueError(f"work_mode: {work_mode} not supported") return session @six.add_metaclass(abc.ABCMeta) class FateSession(object): _instance: 'FateSession' = None __lock = threading.Lock() @staticmethod def set_instance(instance): if not FateSession._instance: with FateSession.__lock: if not FateSession._instance: FateSession._instance = instance @staticmethod def get_instance(): return FateSession._instance @abc.abstractmethod def get_persistent_engine(self): pass @abc.abstractmethod ... [12 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF IndentationError at line 83 ⚠️ Warnings: Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 37 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
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advanced
|
api
|
debugging
|
Pythoncode:Python
| 4
| 1
| 2,868
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#\n# Copyright 2019 The FATE Authors. All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n\nimport abc\nimport datetime\nimport threading\nfrom typing import Iterable\n\nimport six\n\nfrom arch.api import WorkMode, Backend\nfrom arch.api.table.table import Table\nfrom eggroll.core.constants import StoreTypes\n\n\ndef build_session(job_id=None,\n work_mode: WorkMode = WorkMode.STANDALONE,\n backend: Backend = Backend.EGGROLL2,\n persistent_engine: StoreTypes = StoreTypes.ROLLPAIR_LMDB):\n from arch.api.table import eggroll_util\n\n if backend.is_eggroll():\n from arch.api.table.eggroll import session_impl\n eggroll_session = eggroll_util.build_eggroll_session(work_mode=work_mode, job_id=job_id)\n session = session_impl.FateSessionImpl(eggroll_session, work_mode, persistent_engine)\n\n elif backend.is_spark():\n from arch.api.table.pyspark import session_impl\n eggroll_session = eggroll_util.build_eggroll_session(work_mode=work_mode, job_id=job_id)\n session = session_impl.FateSessionImpl(eggroll_session, work_mode, persistent_engine)\n elif backend.is_eggroll2():\n from eggroll.core.session import session_init\n from arch.api.table.eggroll2 import session_impl\n options = {}\n if work_mode == WorkMode.STANDALONE:\n options['eggroll.session.deploy.mode'] = \"standalone\"\n elif work_mode == WorkMode.CLUSTER:\n options['eggroll.session.deploy.mode'] = \"cluster\"\n\n er_session = session_init(session_id=job_id, options=options)\n session = session_impl.FateSessionImpl(er_session, work_mode, persistent_engine)\n else:\n raise ValueError(f\"work_mode: {work_mode} not supported\")\n\n return session\n\n\n@six.add_metaclass(abc.ABCMeta)\nclass FateSession(object):\n _instance: 'FateSession' = None\n __lock = threading.Lock()\n\n @staticmethod\n def set_instance(instance):\n if not FateSession._instance:\n with FateSession.__lock:\n if not FateSession._instance:\n FateSession._instance = instance\n\n @staticmethod\n def get_instance():\n return FateSession._instance\n\n @abc.abstractmethod\n def get_persistent_engine(self):\n pass\n\n @abc.abstractmethod\n\n ... [12 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n IndentationError at line 83\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 30\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 37\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
9106509f9ec5a979f79cad4305026bbe9239af41
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: def swirl_data(batch_size): t = np.random.uniform(size=batch_size, low=0, high=T) x = t * np.cos(t * SWIRL_RATE) / T y = t * np.sin(t * SWIRL_RATE) / T data = np.array([x, y]).T noise = np.random.randn(batch_size, 2) / (T * 2) return data + noise, t.reshape(-1, 1) def swirl_t_to_data(t): x = t * np.cos(t * SWIRL_RATE) / T y = t * np.sin(t * SWIRL_RATE) / T return np.array([x, y]).T def kl_to_prior(means, log_stds, stds): """ KL between a Gaussian and a standard Gaussian. https://stats.stackexchange.com/questions/60680/kl-divergence-between-two-multivariate-gaussians """ return 0.5 * ( - 2 * log_stds # log std_prior = 0 - 1 # d = 1 + stds ** 2 + means ** 2 ) class Encoder(nn.Sequential): def encode(self, x): return self.get_encoding_and_suff_stats(x)[0] Error: SyntaxError / EOF
|
Fixed Code: def swirl_data(batch_size): t = np.random.uniform(size=batch_size, low=0, high=T) x = t * np.cos(t * SWIRL_RATE) / T y = t * np.sin(t * SWIRL_RATE) / T data = np.array([x, y]).T noise = np.random.randn(batch_size, 2) / (T * 2) return data + noise, t.reshape(-1, 1) def swirl_t_to_data(t): x = t * np.cos(t * SWIRL_RATE) / T y = t * np.sin(t * SWIRL_RATE) / T return np.array([x, y]).T def kl_to_prior(means, log_stds, stds): """ KL between a Gaussian and a standard Gaussian. https://stats.stackexchange.com/questions/60680/kl-divergence-between-two-multivariate-gaussians Explanation: Complete the truncated code structure
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advanced
|
api
|
error_fixing
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Pythoncode:Python
| 8
| 2
| 891
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\ndef swirl_data(batch_size):\n t = np.random.uniform(size=batch_size, low=0, high=T)\n x = t * np.cos(t * SWIRL_RATE) / T\n y = t * np.sin(t * SWIRL_RATE) / T\n data = np.array([x, y]).T\n noise = np.random.randn(batch_size, 2) / (T * 2)\n return data + noise, t.reshape(-1, 1)\n\n\ndef swirl_t_to_data(t):\n x = t * np.cos(t * SWIRL_RATE) / T\n y = t * np.sin(t * SWIRL_RATE) / T\n return np.array([x, y]).T\n\n\ndef kl_to_prior(means, log_stds, stds):\n \"\"\"\n KL between a Gaussian and a standard Gaussian.\n\n https://stats.stackexchange.com/questions/60680/kl-divergence-between-two-multivariate-gaussians\n \"\"\"\n return 0.5 * (\n - 2 * log_stds # log std_prior = 0\n - 1 # d = 1\n + stds ** 2\n + means ** 2\n )\n\n\nclass Encoder(nn.Sequential):\n def encode(self, x):\n return self.get_encoding_and_suff_stats(x)[0]\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\ndef swirl_data(batch_size):\n t = np.random.uniform(size=batch_size, low=0, high=T)\n x = t * np.cos(t * SWIRL_RATE) / T\n y = t * np.sin(t * SWIRL_RATE) / T\n data = np.array([x, y]).T\n noise = np.random.randn(batch_size, 2) / (T * 2)\n return data + noise, t.reshape(-1, 1)\n\n\ndef swirl_t_to_data(t):\n x = t * np.cos(t * SWIRL_RATE) / T\n y = t * np.sin(t * SWIRL_RATE) / T\n return np.array([x, y]).T\n\n\ndef kl_to_prior(means, log_stds, stds):\n \"\"\"\n KL between a Gaussian and a standard Gaussian.\n\n https://stats.stackexchange.com/questions/60680/kl-divergence-between-two-multivariate-gaussians\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
91085824641d29cf6a64bb1d7961d3c8c9b1d9df
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # # This file is part of LiteX. # # Copyright (c) 2020 Florent Kermarrec <florent@enjoy-digital.fr> # SPDX-License-Identifier: BSD-2-Clause from litex.build.tools import write_to_file from litex.build.generic_programmer import GenericProgrammer # openFPGAloader ------------------------------------------------------------------------------------------ class OpenFPGALoader(GenericProgrammer): needs_bitreverse = False def __init__(self, board): self.board = board def load_bitstream(self, bitstream_file): cmd = ["openFPGALoader", "--board", self.board, "--bitstream", bi Error: SyntaxError: unterminated string literal
|
Fixed Code: # # This file is part of LiteX. # # Copyright (c) 2020 Florent Kermarrec <florent@enjoy-digital.fr> # SPDX-License-Identifier: BSD-2-Clause from litex.build.tools import write_to_file from litex.build.generic_programmer import GenericProgrammer # openFPGAloader ------------------------------------------------------------------------------------------ class OpenFPGALoader(GenericProgrammer): needs_bitreverse = False def __init__(self, board): self.board = board def load_bitstream(self, bitstream_file): cmd = ["openFPGALoader", "--board", self.board, "--bitstream", bitstream_file] self.call(cmd) Explanation: Close the string literal with matching quote
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advanced
|
ui
|
error_fixing
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Pythoncode:Python
| 3
| 1
| 605
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#\n# This file is part of LiteX.\n#\n# Copyright (c) 2020 Florent Kermarrec <florent@enjoy-digital.fr>\n# SPDX-License-Identifier: BSD-2-Clause\n\nfrom litex.build.tools import write_to_file\nfrom litex.build.generic_programmer import GenericProgrammer\n\n# openFPGAloader ------------------------------------------------------------------------------------------\n\nclass OpenFPGALoader(GenericProgrammer):\n needs_bitreverse = False\n\n def __init__(self, board):\n self.board = board\n\n def load_bitstream(self, bitstream_file):\n cmd = [\"openFPGALoader\", \"--board\", self.board, \"--bitstream\", bi\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#\n# This file is part of LiteX.\n#\n# Copyright (c) 2020 Florent Kermarrec <florent@enjoy-digital.fr>\n# SPDX-License-Identifier: BSD-2-Clause\n\nfrom litex.build.tools import write_to_file\nfrom litex.build.generic_programmer import GenericProgrammer\n\n# openFPGAloader ------------------------------------------------------------------------------------------\n\nclass OpenFPGALoader(GenericProgrammer):\n needs_bitreverse = False\n\n def __init__(self, board):\n self.board = board\n\n def load_bitstream(self, bitstream_file):\n cmd = [\"openFPGALoader\", \"--board\", self.board, \"--bitstream\", bitstream_file]\n self.call(cmd)\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
91087a71b49d992aa86f465838203ca33ae315a2
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: class FoodClassifier: #Class Attributes: #model - the underlying keras model #labels - the labels to be associated with the activation of each output neuron. #Labels must be the same size as the output layer of the neural network. def __init__(self, modelpath, labels, min_confidence = 0.6): from keras.models import load_model from keras.applications.resnet50 import ResNet50 self.resnet = ResNet50(include_top=False,weights='imagenet',pooling='max',input_shape=(224,224,3)) self.extModel = load_model(modelpath) if(isinstance(labels,str)): #its a file path from os.path import exists if(exists(labels)): f = open(labels,'r') x = f.readlines() y = [] for i in x: y.append(i.split('\n')[0]) self.labels = y else: self.labels = labels self.num_classes = len(labels) self.min_confidence=min_confidence def predict(self,img): import os from PIL import Image from keras.preprocessing.image import img_to_array import numpy as np #check if image is a filepath if(isinstance(img,str)): if(not os.path.exists(img)): print("Error: Invalid File Path") return "" else: #if its a filepath, convert to PIL image img = Image.open(img) #resize image #shape from model input shape = self.resnet.input_shape imgr = img.resize(shape[1:3]) x = img_to_array(imgr).reshape((1,shape[1],shape[2],shape[3])) #predict features = self.resnet.predict(x) prediction = self.extModel.predict(features) #get max of predictions and return label(s) predIdx = np.argmax(prediction) if(prediction[0,predIdx]<self.min_confidence): return "" else: return self.labels[predIdx] def set_extModel(self,model): self.extModel = model def get_extModel(self): return self.extModel def set_labels(self,labels): self.labels = labels def get_labels(self): return self.labels def set_min_confidence(self,conf): self.min_confidence=conf def get_min_confidence(self): return self.min_confidence ... [4 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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machine_learning
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refactoring
|
Pythoncode:Python
| 8
| 1
| 2,606
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nclass FoodClassifier:\n #Class Attributes:\n #model - the underlying keras model\n #labels - the labels to be associated with the activation of each output neuron. \n #Labels must be the same size as the output layer of the neural network. \n \n \n def __init__(self, modelpath, labels, min_confidence = 0.6):\n from keras.models import load_model\n from keras.applications.resnet50 import ResNet50\n self.resnet = ResNet50(include_top=False,weights='imagenet',pooling='max',input_shape=(224,224,3))\n self.extModel = load_model(modelpath)\n \n if(isinstance(labels,str)):\n #its a file path\n from os.path import exists\n if(exists(labels)):\n f = open(labels,'r')\n x = f.readlines()\n y = []\n for i in x:\n y.append(i.split('\\n')[0])\n self.labels = y\n else:\n self.labels = labels\n\t\n self.num_classes = len(labels)\n self.min_confidence=min_confidence\n \n \n def predict(self,img):\n import os\n from PIL import Image\n from keras.preprocessing.image import img_to_array\n import numpy as np \n #check if image is a filepath\n if(isinstance(img,str)):\n if(not os.path.exists(img)):\n print(\"Error: Invalid File Path\")\n return \"\"\n else:\n #if its a filepath, convert to PIL image\n img = Image.open(img)\n \n #resize image\n #shape from model input\n shape = self.resnet.input_shape\n imgr = img.resize(shape[1:3])\n \n x = img_to_array(imgr).reshape((1,shape[1],shape[2],shape[3]))\n \n \n #predict\n features = self.resnet.predict(x)\n prediction = self.extModel.predict(features)\n \n #get max of predictions and return label(s)\n predIdx = np.argmax(prediction)\n if(prediction[0,predIdx]<self.min_confidence):\n return \"\"\n else:\n return self.labels[predIdx]\n \n \n \n def set_extModel(self,model):\n self.extModel = model\n \n def get_extModel(self):\n return self.extModel\n \n \n def set_labels(self,labels):\n self.labels = labels\n \n def get_labels(self):\n return self.labels\n \n \n def set_min_confidence(self,conf):\n self.min_confidence=conf\n \n def get_min_confidence(self):\n return self.min_confidence\n \n \n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9108d9fb9a94a37ce1d64b6c7561be3aaeaa3b32
|
TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python3 # -*- coding: utf-8 -*- # Copyright (c) 2020-2021 FreeHackQuest Team <freehackquest@gmail.com> """This file was automatically generated by fhq-server Version: v0.2.47 Date: 2022-01-01 07:15:35 """ from freehackquest_libclient_py.freehackquest_client import FreeHackQuestClient
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
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machine_learning
|
refactoring
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Pythoncode:Python
| 0
| 0
| 300
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n# Copyright (c) 2020-2021 FreeHackQuest Team <freehackquest@gmail.com>\n\"\"\"This file was automatically generated by fhq-server\nVersion: v0.2.47\nDate: 2022-01-01 07:15:35\n\"\"\"\nfrom freehackquest_libclient_py.freehackquest_client import FreeHackQuestClient"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
91095212fe94005bb0badaf0b1144da0c2a0e7f0
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from exchange_sockets.exchange_websocket import ExchangeWebSocket from singletones.custom_logger import MyLogger import websocket import threading from time import sleep from time import time import json import ssl class BitstampWebsocket(ExchangeWebSocket): def __init__(self, pairs_n_streams): super().__init__('Bitstamp', pairs_n_streams) self.possible_streams = ['live_trades', 'diff_order_book'] self.streams = [] def init_streams(self): for pair, streams in self.pairs_n_streams.items(): for sub_stream in streams.split(','): if self.has_stream(sub_stream): cur = dict() cur['event'] = 'bts:subscribe' cur['data'] = {'channel': "{}_{}".format(sub_stream, pair)} self.streams.append(cur) def start_multiple_websocket(self, init_streams=True): super().start_multiple_websocket(init_streams=init_streams) websocket.enableTrace(True) self.ws = websocket.WebSocketApp("wss://ws.bitstamp.net", on_open=self.__on_open, on_message=self.__on_message, on_error=self.__on_error, on_close=self.__on_close) self.wst = threading.Thread(target=lambda: self.ws.run_forever(sslopt={'cert_reqs': ssl.CERT_NONE})) self.wst.daemon = True self.wst.start() logger.debug("Started thread") # Wait for connect before continuing conn_timeout = 15 while not self.ws.sock or not self.ws.sock.connected and conn_timeout: sleep(1) conn_timeout -= 1 if not conn_timeout: logger.error("%s Couldn't connect to %s! Exiting.", self.node, self.exchange) self.close_socket() else: logger.info('{} socket is started:\n{}\n{}'.format(self.exchange, self.node, str(self.streams))) def save_trades(self, message): data = message['data'] channel = message['channel'] symbol = channel.split('_')[-1] stream = channel[:-(len(symbol) + 1)] append_data = "{},{},{},{}\n".format(data['timestamp'], data['price'], data['amount'], data['type']) self.file_manager.save_data_to_file(self.exchange, stream, symbol, append_data) ... [6 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
database
|
refactoring
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Pythoncode:Python
| 4
| 1
| 2,919
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom exchange_sockets.exchange_websocket import ExchangeWebSocket\nfrom singletones.custom_logger import MyLogger\nimport websocket\nimport threading\nfrom time import sleep\nfrom time import time\nimport json\nimport ssl\n\nclass BitstampWebsocket(ExchangeWebSocket):\n\n def __init__(self, pairs_n_streams):\n super().__init__('Bitstamp', pairs_n_streams)\n self.possible_streams = ['live_trades', 'diff_order_book']\n self.streams = []\n\n def init_streams(self):\n for pair, streams in self.pairs_n_streams.items():\n for sub_stream in streams.split(','):\n if self.has_stream(sub_stream):\n cur = dict()\n cur['event'] = 'bts:subscribe'\n cur['data'] = {'channel': \"{}_{}\".format(sub_stream, pair)}\n\n self.streams.append(cur)\n\n def start_multiple_websocket(self, init_streams=True):\n super().start_multiple_websocket(init_streams=init_streams)\n websocket.enableTrace(True)\n\n self.ws = websocket.WebSocketApp(\"wss://ws.bitstamp.net\",\n on_open=self.__on_open,\n on_message=self.__on_message,\n on_error=self.__on_error,\n on_close=self.__on_close)\n\n self.wst = threading.Thread(target=lambda: self.ws.run_forever(sslopt={'cert_reqs': ssl.CERT_NONE}))\n self.wst.daemon = True\n self.wst.start()\n logger.debug(\"Started thread\")\n\n # Wait for connect before continuing\n conn_timeout = 15\n while not self.ws.sock or not self.ws.sock.connected and conn_timeout:\n sleep(1)\n conn_timeout -= 1\n\n if not conn_timeout:\n logger.error(\"%s Couldn't connect to %s! Exiting.\",\n self.node,\n self.exchange)\n self.close_socket()\n else:\n logger.info('{} socket is started:\\n{}\\n{}'.format(self.exchange,\n self.node,\n str(self.streams)))\n\n def save_trades(self, message):\n data = message['data']\n channel = message['channel']\n symbol = channel.split('_')[-1]\n stream = channel[:-(len(symbol) + 1)]\n\n append_data = \"{},{},{},{}\\n\".format(data['timestamp'],\n data['price'],\n data['amount'],\n data['type'])\n\n self.file_manager.save_data_to_file(self.exchange,\n stream,\n symbol,\n append_data)\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
9109df56e39b2986de46c0b2bc4cedc05e614932
|
TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import numpy as np import random import torch from torch.utils.data import DataLoader from torch.utils.data.sampler import Sampler import torchvision.transforms as transforms from dataset import Omniglot, MNIST ''' Helpers for loading class-balanced few-shot tasks from datasets ''' class ClassBalancedSampler(Sampler): ''' Samples class-balanced batches from 'num_cl' pools each of size 'num_inst' If 'batch_cutoff' is None, indices for iterating over batches of the entire dataset will be returned Otherwise, indices for the number of batches up to the batch_cutoff will be returned (This is to allow sampling with replacement across training iterations) ''' def __init__(self, num_cl, num_inst, batch_cutoff=None): self.num_cl = num_cl self.num_inst = num_inst self.batch_cutoff = batch_cutoff def __iter__(self): '''return a single list of indices, assuming that items will be grouped by class ''' # First construct batches of 1 instance per class batches = [[i+j*self.num_inst for i in torch.randperm(self.num_inst)] for j in range(self.num_cl)] batches = [[batches[j + 1][i] for j in range(self.num_cl)] for i in range(self.num_inst)] # Shuffle within each batch so that classes don't always appear in same order for sublist in batches: random.shuffle(sublist) if self.batch_cutoff is not None: random.shuffle(batches) batches = batches[:self.batch_cutoff] batches = [item for sublist in batches for item in sublist] return iter(batches) def __len__(self): return 1 def get_data_loader(task, batch_size=1, split='train'): # NOTE: batch size here is # instances PER CLASS if task.dataset == 'mnist': normalize = transforms.Normalize(mean=[0.13066, 0.13066, 0.13066], std=[0.30131, 0.30131, 0.30131]) dset = MNIST(task, transform=transforms.Compose([transforms.ToTensor(), normalize]), split=split) else: normalize = transforms.Normalize(mean=[0.92206, 0.92206, 0.92206], std=[0.08426, 0.08426, 0.08426]) dset = Omniglot(task, transform=transforms.Compose([transforms.ToTensor(), normalize]), split=split) sampler = ClassBalancedSampler(task.num_cl, task.num_inst, batch_cutoff = (None if split != 'train' else batch_size)) loader = DataLoader(dset, batch_size=batch_size*task.num_cl, sampler=sampler, num_workers=1, pin_memory=True) return loader
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Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Detected Errors: • Unterminated string literal at line 11 Fix: Check loop bounds and array indices carefully
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advanced
|
database
|
error_detection
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Pythoncode:Python
| 4
| 1
| 2,513
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport numpy as np\nimport random\n\nimport torch\nfrom torch.utils.data import DataLoader\nfrom torch.utils.data.sampler import Sampler\nimport torchvision.transforms as transforms\n\nfrom dataset import Omniglot, MNIST\n\n'''\nHelpers for loading class-balanced few-shot tasks\nfrom datasets\n'''\n\nclass ClassBalancedSampler(Sampler):\n '''\n Samples class-balanced batches from 'num_cl' pools each\n of size 'num_inst'\n If 'batch_cutoff' is None, indices for iterating over batches\n of the entire dataset will be returned\n Otherwise, indices for the number of batches up to the batch_cutoff\n will be returned\n (This is to allow sampling with replacement across training iterations) \n '''\n\n def __init__(self, num_cl, num_inst, batch_cutoff=None):\n self.num_cl = num_cl\n self.num_inst = num_inst\n self.batch_cutoff = batch_cutoff\n\n def __iter__(self):\n '''return a single list of indices, assuming that items will be grouped by class '''\n # First construct batches of 1 instance per class\n batches = [[i+j*self.num_inst for i in torch.randperm(self.num_inst)] for j in range(self.num_cl)]\n batches = [[batches[j + 1][i] for j in range(self.num_cl)] for i in range(self.num_inst)]\n # Shuffle within each batch so that classes don't always appear in same order\n for sublist in batches:\n random.shuffle(sublist)\n\n if self.batch_cutoff is not None:\n random.shuffle(batches)\n batches = batches[:self.batch_cutoff]\n\n batches = [item for sublist in batches for item in sublist]\n \n return iter(batches)\n\n def __len__(self):\n return 1\n \ndef get_data_loader(task, batch_size=1, split='train'):\n # NOTE: batch size here is # instances PER CLASS\n if task.dataset == 'mnist':\n normalize = transforms.Normalize(mean=[0.13066, 0.13066, 0.13066], std=[0.30131, 0.30131, 0.30131])\n dset = MNIST(task, transform=transforms.Compose([transforms.ToTensor(), normalize]), split=split) \n else:\n normalize = transforms.Normalize(mean=[0.92206, 0.92206, 0.92206], std=[0.08426, 0.08426, 0.08426])\n dset = Omniglot(task, transform=transforms.Compose([transforms.ToTensor(), normalize]), split=split) \n sampler = ClassBalancedSampler(task.num_cl, task.num_inst, batch_cutoff = (None if split != 'train' else batch_size))\n loader = DataLoader(dset, batch_size=batch_size*task.num_cl, sampler=sampler, num_workers=1, pin_memory=True)\n return loader"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Detected Errors:\n \u2022 Unterminated string literal at line 11\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
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OFF_BY_ONE
|
MEDIUM
|
910a76a4ae610e5e78371c5e387ad8044c415dcd
|
TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/python import sys import os sys.path.append(os.getcwd()) from Director import Director from OrthologsBuilder import * from SpeciesDB import * if __name__ == "__main__": inputDict = {} for inarg in sys.argv[1:]: try: splitArg = inarg.strip("-").split("=") if splitArg[0] in ("download", "withEns"): inputDict[splitArg[0]] = splitArg[1] else: raise ValueError("Wrong input arguments. only accepts arguments 'download' and 'withEns'") except AttributeError or IndexError: raise ValueError("Make sure that input arguments are argumentName=argumentValue") species = ['M_musculus', 'H_sapiens', 'R_norvegicus', 'D_rerio', 'X_tropicalis'] download = inputDict['download'] == 'True' withEns = inputDict['withEns'] == 'True' print("Running DBbuilder with Download {} and withENS {}".format(download, withEns)) print(type(download)) print(type(withEns)) director = Director() orthologs = OrthologsBuilder(species=species, download=download) director.setBuilder(orthologs) director.collectFromSource(download=download) spl = len(species) spnum = 1 for sp in species: print("===========Current Species: {}===========".format(sp)) dbBuild = dbBuilder(sp, download=download, withEns=withEns) dbBuild.create_tables_db(merged=False) dbBuild.fill_in_db(merged=False) print("Filling {} completed!".format(dbBuild.dbName)) if spnum == 1: dbBuild.create_tables_db(merged=True) dbBuild.fill_in_db(merged=True) if spnum == spl: dbBuild.create_index() dbBuild.AddOrthology(orthologs.OrthoTable) spnum += 1 print("Filling {} completed!".format(dbBuild.dbName))
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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intermediate
|
api
|
refactoring
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Pythoncode:Python
| 0
| 0
| 1,823
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/python\nimport sys\nimport os\n\nsys.path.append(os.getcwd())\nfrom Director import Director\nfrom OrthologsBuilder import *\nfrom SpeciesDB import *\n\nif __name__ == \"__main__\":\n inputDict = {}\n for inarg in sys.argv[1:]:\n try:\n splitArg = inarg.strip(\"-\").split(\"=\")\n if splitArg[0] in (\"download\", \"withEns\"):\n inputDict[splitArg[0]] = splitArg[1]\n else:\n raise ValueError(\"Wrong input arguments. only accepts arguments 'download' and 'withEns'\")\n except AttributeError or IndexError:\n raise ValueError(\"Make sure that input arguments are argumentName=argumentValue\")\n species = ['M_musculus', 'H_sapiens', 'R_norvegicus', 'D_rerio', 'X_tropicalis']\n download = inputDict['download'] == 'True'\n withEns = inputDict['withEns'] == 'True'\n print(\"Running DBbuilder with Download {} and withENS {}\".format(download, withEns))\n print(type(download))\n print(type(withEns))\n director = Director()\n orthologs = OrthologsBuilder(species=species, download=download)\n director.setBuilder(orthologs)\n director.collectFromSource(download=download)\n\n spl = len(species)\n spnum = 1\n for sp in species:\n print(\"===========Current Species: {}===========\".format(sp))\n dbBuild = dbBuilder(sp, download=download, withEns=withEns)\n dbBuild.create_tables_db(merged=False)\n dbBuild.fill_in_db(merged=False)\n print(\"Filling {} completed!\".format(dbBuild.dbName))\n if spnum == 1:\n dbBuild.create_tables_db(merged=True)\n dbBuild.fill_in_db(merged=True)\n if spnum == spl:\n dbBuild.create_index()\n dbBuild.AddOrthology(orthologs.OrthoTable)\n spnum += 1\n print(\"Filling {} completed!\".format(dbBuild.dbName))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
910af5706d2a9981705d65b7f790c5595e73aa3e
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # See also: https://stackoverflow.com/questions/3694276/what-are-valid-table-names-in-sqlite good_table_names = [ 'foo', '123abc', '123abc.txt', '123abc-ABC.txt', 'foo""bar', '😀', ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: '_sqlite', ] # See also: https://stackoverflow.com/questions/3694276/what-are-valid-table-names-in-sqlite bad_table_names = [
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intermediate
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api
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incomplete_code
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Pythoncode:Python
| 0
| 0
| 203
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# See also: https://stackoverflow.com/questions/3694276/what-are-valid-table-names-in-sqlite\ngood_table_names = [\n 'foo',\n '123abc',\n '123abc.txt',\n '123abc-ABC.txt',\n 'foo\"\"bar',\n '\ud83d\ude00',\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 '_sqlite',\n]\n\n# See also: https://stackoverflow.com/questions/3694276/what-are-valid-table-names-in-sqlite\nbad_table_names = ["}]
| true
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syntax
|
HARD_CUT
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CRITICAL
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910b7a1f1887af22123d521897d29cfa202ce555
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # -*- coding: utf-8 -*- def get_languages_from_locale_subdirectories(dir): current_languages = [] language_data_json = open(os.path.join(dir, "language-data.json")) languages = json.loads(language_data_json.read())["languages"] for locale_dir in os.listdir(dir): if os.path.isdir(os.path.join(dir, locale_dir)): for lang_code, lang_data in languages.items(): autonym = lang_data[-1] if locale_dir == lang_code:
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current_languages += [(lang_code, autonym)] return sorted(set(current_languages)) # Get the intersection of available Faker locales and the specified language set. ... [1 more functiondefs truncated] ...
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intermediate
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machine_learning
|
code_completion
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Pythoncode:Python
| 1
| 0
| 716
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\ndef get_languages_from_locale_subdirectories(dir):\n current_languages = []\n language_data_json = open(os.path.join(dir, \"language-data.json\"))\n languages = json.loads(language_data_json.read())[\"languages\"]\n for locale_dir in os.listdir(dir):\n if os.path.isdir(os.path.join(dir, locale_dir)):\n for lang_code, lang_data in languages.items():\n autonym = lang_data[-1]\n if locale_dir == lang_code:"}, {"role": "assistant", "content": "\n current_languages += [(lang_code, autonym)]\n return sorted(set(current_languages))\n\n\n# Get the intersection of available Faker locales and the specified language set.\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
910ba6c11fb3b85edca95edcb1ac441727f03f60
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: class Fixity: pass class Nonfix(Fixity): pass class Prefix(Fixity): pass class Postfix(Fixity): pass class Infix(Fixity): def __init__(self, assoc): self.assoc = assoc # and assoc = # | Left | Non | Right class Assoc: pass class Left(Assoc): pass class Right(Assoc): pass class Non(Assoc): pass # and dom = # (* primitive operators *) # | Logic | Sets | Modal # (* user-definable operators *) # | User dom = {"Logic", "Sets", "Modal", "User"} # type prec = int * int class Prec: def __init__(self, a, b): self.a = a self.b = b # let withdef (name, prec, fix, als, defn) = ( # name, prec, fix, als, Some defn);; ... [6 more functiondefs truncated] ...
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Functions: __init__, __init__ Classes: Fixity, Nonfix, Prefix This code demonstrates Pythoncode:Python programming.
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advanced
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oop
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code_explanation
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Pythoncode:Python
| 2
| 10
| 771
| false
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass Fixity:\n pass\n\n\nclass Nonfix(Fixity):\n pass\n\n\nclass Prefix(Fixity):\n pass\n\n\nclass Postfix(Fixity):\n pass\n\n\nclass Infix(Fixity):\n def __init__(self, assoc):\n self.assoc = assoc\n\n\n# and assoc =\n# | Left | Non | Right\nclass Assoc:\n pass\n\n\nclass Left(Assoc):\n pass\n\n\nclass Right(Assoc):\n pass\n\n\nclass Non(Assoc):\n pass\n\n\n# and dom =\n# (* primitive operators *)\n# | Logic | Sets | Modal\n# (* user-definable operators *)\n# | User\ndom = {\"Logic\", \"Sets\", \"Modal\", \"User\"}\n\n\n# type prec = int * int\nclass Prec:\n def __init__(self, a, b):\n self.a = a\n self.b = b\n\n\n# let withdef (name, prec, fix, als, defn) = (\n# name, prec, fix, als, Some defn);;\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, __init__\n Classes: Fixity, Nonfix, Prefix\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
910c31b853b8a837a994aa06e68742ed3449818b
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import networkx as nx from awesome.context import ignored import sark import idaapi import idautils import idc from idaapi import PluginForm from sark.qt import QtGui, QtCore, QtWidgets, form_to_widget, use_qt5 class FunctionView(PluginForm): """ DIE Function View """ def __init__(self): super(FunctionView, self).__init__() self.value_view = None self.bp_handler = None self.die_icons = None self.die_db = None self.highligthed_items = [] def Show(self): # Reset highlighted items self.highligthed_items = [] return PluginForm.Show(self, "Function View", options=PluginForm.FORM_PERSIST) ... [38 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 12 Invalid syntax at line 33: ... [38 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 2 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Complete the expression on the last line Add closing quote at line 12 Review syntax near the error location
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advanced
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api
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debugging
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Pythoncode:Python
| 2
| 1
| 829
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport networkx as nx\r\n\r\nfrom awesome.context import ignored\r\nimport sark\r\nimport idaapi\r\nimport idautils\r\nimport idc\r\nfrom idaapi import PluginForm\r\nfrom sark.qt import QtGui, QtCore, QtWidgets, form_to_widget, use_qt5\r\n\r\nclass FunctionView(PluginForm):\r\n \"\"\"\r\n DIE Function View\r\n \"\"\"\r\n\r\n def __init__(self):\r\n\r\n super(FunctionView, self).__init__()\r\n self.value_view = None\r\n self.bp_handler = None\r\n self.die_icons = None\r\n self.die_db = None\r\n self.highligthed_items = []\r\n\r\n def Show(self):\r\n # Reset highlighted items\r\n self.highligthed_items = []\r\n\r\n return PluginForm.Show(self,\r\n \"Function View\",\r\n options=PluginForm.FORM_PERSIST)\r\n\n ... [38 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 12\n Invalid syntax at line 33: ... [38 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 2\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 12\n Review syntax near the error location"}]
| false
| null | null | null |
910cebe2f9c8f06e688c3bb7c05c5907ea9954d5
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from peerbot.PeerBotStateMachine import PeerBotStateMachine from utils.Logger import Logger import discord class PeerBot(discord.Client): def __init__(self, args): self.args = args self.isBotReady = False super().__init__() async def on_ready(self): stringifiedUserId = str(self.args['userId']) self.logger = Logger.getLogger("PeerBot - " + stringifiedUserId) self.logger.trace("on_ready called") self.stateMachine = PeerBotStateMachine(await self._getStateMachineArgs(self.args)) self.isBotReady = True self.stateMachine.start() async def on_message(self, message): if self.isBotReady: self.logger.trace("on_message called") self.stateMachine.execute(message) async def _getStateMachineArgs(self, args): return { 'user' : await self.fetch_user(int(args['userId'])), 'protocolChannel' : await self.fetch_channel(int(args['protocolChannelId'])), 'appInfo' : await self.application_info() }
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Code Review: ⚠️ Code quality: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 29 Unexpected indentation at line 30 Unexpected indentation at line 31 Unexpected indentation at line 32 ✨ Improvements: Add docstring to class 'PeerBot'
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advanced
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machine_learning
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code_review
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Pythoncode:Python
| 1
| 1
| 1,103
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom peerbot.PeerBotStateMachine import PeerBotStateMachine\nfrom utils.Logger import Logger\n\nimport discord\n\nclass PeerBot(discord.Client):\n \n def __init__(self, args):\n self.args = args\n self.isBotReady = False\n super().__init__()\n \n async def on_ready(self):\n stringifiedUserId = str(self.args['userId'])\n self.logger = Logger.getLogger(\"PeerBot - \" + stringifiedUserId)\n self.logger.trace(\"on_ready called\")\n self.stateMachine = PeerBotStateMachine(await self._getStateMachineArgs(self.args))\n \n self.isBotReady = True\n self.stateMachine.start()\n \n async def on_message(self, message):\n if self.isBotReady:\n self.logger.trace(\"on_message called\")\n self.stateMachine.execute(message)\n \n async def _getStateMachineArgs(self, args):\n return {\n 'user' : await self.fetch_user(int(args['userId'])),\n 'protocolChannel' : await self.fetch_channel(int(args['protocolChannelId'])),\n 'appInfo' : await self.application_info()\n }"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 25\n Unexpected indentation at line 26\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\n\u2728 Improvements:\n Add docstring to class 'PeerBot'"}]
| false
| null | null | null |
910e142fb045682f0db143a5a746598a72de10d6
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from datetime import datetime from airflow import DAG from airflow.operators.python import PythonOperator # v0.0.1 from oss_know.libs.base_dict.variable_key import NEED_INIT_GITHUB_ISSUES_TIMELINE_REPOS, GITHUB_TOKENS, \ def scheduler_init_github_issues_timeline(ds, **kwargs): return 'End:scheduler_init_github_issues_timeline' op_scheduler_init_github_issues_timeline = PythonOperator( task_id='op_scheduler_init_github_issues_timeline', python_callable=scheduler_init_github_issues_timeline ) def do_init_github_issues_timeline(params): from airflow.models import Variable from oss_know.libs.github import init_issues_timeline github_tokens = Variable.get(GITHUB_TOKENS, deserialize_json=True) opensearch_conn_info = Variable.get(OPENSEARCH_CONN_DATA, deserialize_json=True) proxy_confs = Variable.get(PROXY_CONFS, deserialize_json=True) proxies = [] # Complete this line proxies.append(f'http://{line}') proxy_service = KuaiProxyService(proxy_confs['api_url'], proxy_confs['orderid']) proxy_manager = ProxyManager(proxies, proxy_service) token_manager = TokenManager(github_tokens) proxy_accommodator = GithubTokenProxyAccommodator(token_manager, proxy_manager, shuffle=True, policy=GithubTokenProxyAccommodator.POLICY_FIXED_MAP) owner = params["owner"] repo = params["repo"] # since = params["since"] since = None init_issues_timeline.init_sync_github_issues_timeline(opensearch_conn_info, owner, repo, proxy_accommodator, since) return params need_do_init_ops = [] from airflow.models import Variable need_init_github_issues_timeline_repos = Variable.get(NEED_INIT_GITHUB_ISSUES_TIMELINE_REPOS, deserialize_json=True) for need_init_github_issues_timeline_repo in need_init_github_issues_timeline_repos: op_do_init_github_issues_timeline = PythonOperator( task_id='op_do_init_github_issues_timeline_{owner}_{repo}'.format( owner=need_init_github_issues_timeline_repo["owner"], repo=need_init_github_issues_timeline_repo["repo"]), python_callable=do_init_github_issues_timeline, op_kwargs={'params': need_init_github_issues_timeline_repo}, ) op_scheduler_init_github_issues_timeline >> op_do_init_github_issues_timeline
|
The missing line is: for line in proxy_confs['reserved_proxies']:
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 2,640
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom datetime import datetime\n\nfrom airflow import DAG\nfrom airflow.operators.python import PythonOperator\n\n# v0.0.1\nfrom oss_know.libs.base_dict.variable_key import NEED_INIT_GITHUB_ISSUES_TIMELINE_REPOS, GITHUB_TOKENS, \\\n def scheduler_init_github_issues_timeline(ds, **kwargs):\n return 'End:scheduler_init_github_issues_timeline'\n\n\n op_scheduler_init_github_issues_timeline = PythonOperator(\n task_id='op_scheduler_init_github_issues_timeline',\n python_callable=scheduler_init_github_issues_timeline\n )\n\n\n def do_init_github_issues_timeline(params):\n from airflow.models import Variable\n from oss_know.libs.github import init_issues_timeline\n\n github_tokens = Variable.get(GITHUB_TOKENS, deserialize_json=True)\n opensearch_conn_info = Variable.get(OPENSEARCH_CONN_DATA, deserialize_json=True)\n\n proxy_confs = Variable.get(PROXY_CONFS, deserialize_json=True)\n proxies = []\n # Complete this line\n proxies.append(f'http://{line}')\n\n proxy_service = KuaiProxyService(proxy_confs['api_url'], proxy_confs['orderid'])\n proxy_manager = ProxyManager(proxies, proxy_service)\n token_manager = TokenManager(github_tokens)\n\n proxy_accommodator = GithubTokenProxyAccommodator(token_manager, proxy_manager, shuffle=True,\n policy=GithubTokenProxyAccommodator.POLICY_FIXED_MAP)\n\n owner = params[\"owner\"]\n repo = params[\"repo\"]\n # since = params[\"since\"]\n since = None\n\n init_issues_timeline.init_sync_github_issues_timeline(opensearch_conn_info, owner, repo,\n proxy_accommodator, since)\n\n return params\n\n\n need_do_init_ops = []\n\n from airflow.models import Variable\n\n need_init_github_issues_timeline_repos = Variable.get(NEED_INIT_GITHUB_ISSUES_TIMELINE_REPOS,\n deserialize_json=True)\n\n for need_init_github_issues_timeline_repo in need_init_github_issues_timeline_repos:\n op_do_init_github_issues_timeline = PythonOperator(\n task_id='op_do_init_github_issues_timeline_{owner}_{repo}'.format(\n owner=need_init_github_issues_timeline_repo[\"owner\"],\n repo=need_init_github_issues_timeline_repo[\"repo\"]),\n python_callable=do_init_github_issues_timeline,\n op_kwargs={'params': need_init_github_issues_timeline_repo},\n )\n op_scheduler_init_github_issues_timeline >> op_do_init_github_issues_timeline"}, {"role": "assistant", "content": "The missing line is:\n for line in proxy_confs['reserved_proxies']:"}]
| false
| null | null | null |
910ef698981e05b36f0d36710e6f745c6eeb2055
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import sys from conans.client.command import main def run(): main(
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 7 - expected ')' • SyntaxError: '(' was never closed at line 7 Fix: Complete the truncated code structure
|
beginner
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 73
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport sys\n\nfrom conans.client.command import main\n\n\ndef run():\n main("}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 7 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 7\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
9111781e785cdbf0e4af0d7fe8d43c637a7447e2
|
TheStack--python--000.parquet
|
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