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Fix this broken Pythoncode:Python code: # Copyright IBM Corp. 2016 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 os import re import subprocess import devops_pb2 import fabric_pb2 import chaincode_pb2 from grpc.beta import implementations def cli_call(context, arg_list, expect_success=True): """Executes a CLI command in a subprocess and return the results. @param context: the behave context @param arg_list: a list command arguments @param expect_success: use False to return even if an error occurred when executing the command @return: (string, string, int) outp Error: SyntaxError / EOF
|
Fixed Code: # Copyright IBM Corp. 2016 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 os import re import subprocess import devops_pb2 Explanation: Complete the truncated code structure
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advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 1,083
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\n# Copyright IBM Corp. 2016 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 os\nimport re\nimport subprocess\nimport devops_pb2\nimport fabric_pb2\nimport chaincode_pb2\n\nfrom grpc.beta import implementations\n\ndef cli_call(context, arg_list, expect_success=True):\n \"\"\"Executes a CLI command in a subprocess and return the results.\n\n @param context: the behave context\n @param arg_list: a list command arguments\n @param expect_success: use False to return even if an error occurred when executing the command\n @return: (string, string, int) outp\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\n# Copyright IBM Corp. 2016 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 os\nimport re\nimport subprocess\nimport devops_pb2\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d49737aed7a2d03e7911f282302b8766a0010d5f
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: def dict_2_logr(dict, logger= mod_logger): #log each value of the dictionary to fille logger = logger.getChild('dict_2_logr') msg = '\n' for key, value in dict.iteritems(): msg = msg + ' key: %s\n value: %s \n'%(key, value) logger.debug(msg) def key_list(d, #return the intersection of the dict.keys() or the key_list key_list, logger = mod_logger): logger = logger.getChild('key_list') #=========================================================================== # pre check #=========================================================================== bool_list = hp.basic.bool_list_in_list(d.keys(), key_list) if not bool_list.any(): raise IOError #check if any are not found #=========================================================================== # build the found values #=========================================================================== values_fnd_list = [] for key, value in d.iteritems(): if key in key_list: values_fnd_list.append(value) return values_fnd_list def build_nones_dict(key_list, logger=mod_logger): #add 'None' values to the passed keys val_list = np.full((1, len(key_list)), None) dict = dict(zip(key_list, val_list)) return dict def merge_two_dicts(x, y): if x is None: return y if y is None: return x z = x.copy() # start with x's keys and values z.update(y) # modifies z with y's keys and values & returns None return z def value_by_ksearch(ksearch_str, d, #get the entry that matches the search str logger=mod_logger, *search_args): #=========================================================================== # take a shot at a perfect match #=========================================================================== try: return d[ksearch_str] except: #find a match for this key k_fnd = hp.basic.list_search(d.keys(), ksearch_str, *search_args) if k_fnd is None: logger = logger.getChild('value_by_ksearch') logger.debug('could not find \'%s\' in %i dict keys. returning None'%(ksearch_str, len(d))) return None else: return d[k_fnd] ... [8 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_OPERATOR Issue: Wrong logical operator Severity: CRITICAL Location: Line 11 Buggy code: def key_list(d, #return the intersection of the dict.keys() or the key_list Should be: def key_list(d, #return the intersection of the dict.keys() and the key_list Explanation: Wrong operator will cause logic error Fix: Change operator back to correct one
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intermediate
|
ui
|
logical_errors
|
Pythoncode:Python
| 5
| 0
| 2,452
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\ndef dict_2_logr(dict, logger= mod_logger): #log each value of the dictionary to fille\r\n logger = logger.getChild('dict_2_logr')\r\n\r\n msg = '\\n'\r\n for key, value in dict.iteritems():\r\n \r\n msg = msg + ' key: %s\\n value: %s \\n'%(key, value)\r\n \r\n logger.debug(msg)\r\n \r\ndef key_list(d, #return the intersection of the dict.keys() or the key_list\r\n key_list, logger = mod_logger):\r\n logger = logger.getChild('key_list')\r\n #===========================================================================\r\n # pre check\r\n #===========================================================================\r\n bool_list = hp.basic.bool_list_in_list(d.keys(), key_list)\r\n if not bool_list.any(): raise IOError #check if any are not found\r\n\r\n \r\n #===========================================================================\r\n # build the found values\r\n #===========================================================================\r\n values_fnd_list = []\r\n \r\n for key, value in d.iteritems():\r\n if key in key_list: values_fnd_list.append(value)\r\n \r\n \r\n return values_fnd_list\r\n\r\ndef build_nones_dict(key_list, logger=mod_logger): #add 'None' values to the passed keys\r\n \r\n val_list = np.full((1, len(key_list)), None)\r\n dict = dict(zip(key_list, val_list))\r\n \r\n return dict\r\n\r\ndef merge_two_dicts(x, y):\r\n if x is None: return y\r\n if y is None: return x\r\n z = x.copy() # start with x's keys and values\r\n z.update(y) # modifies z with y's keys and values & returns None\r\n return z\r\n\r\ndef value_by_ksearch(ksearch_str, d, #get the entry that matches the search str\r\n logger=mod_logger, *search_args):\r\n \r\n \r\n #===========================================================================\r\n # take a shot at a perfect match\r\n #===========================================================================\r\n try:\r\n return d[ksearch_str]\r\n except:\r\n \r\n #find a match for this key\r\n k_fnd = hp.basic.list_search(d.keys(), ksearch_str, *search_args)\r\n \r\n if k_fnd is None: \r\n logger = logger.getChild('value_by_ksearch')\r\n logger.debug('could not find \\'%s\\' in %i dict keys. returning None'%(ksearch_str, len(d)))\r\n return None\r\n else: \r\n\r\n return d[k_fnd]\r\n\r\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_OPERATOR\n Issue: Wrong logical operator\n Severity: CRITICAL\n\n Location: Line 11\n\n Buggy code:\n def key_list(d, #return the intersection of the dict.keys() or the key_list\n\n Should be:\n def key_list(d, #return the intersection of the dict.keys() and the key_list\n\n Explanation: Wrong operator will cause logic error\n Fix: Change operator back to correct one"}]
| true
|
logical
|
WRONG_OPERATOR
|
CRITICAL
|
d4973b8aa4822ac46365e7bcf3331ae6bf592f03
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import os import random def connected(host='http://duckduckgo.com'): try: urlopen(host) return True except: return False all_col = [Style.BRIGHT + Fore.RED, Style.BRIGHT + Fore.CYAN, Style.BRIGHT + Fore.LIGHTCYAN_EX, Style.BRIGHT + Fore.LIGHTBLUE_EX, Style.BRIGHT Error: SyntaxError / EOF
|
Fixed Code: import os import random def connected(host='http://duckduckgo.com'): try: urlopen(host) return True except: return False all_col = [Style.BRIGHT + Fore.RED, Style.BRIGHT + Fore.CYAN, Style.BRIGHT + Fore.LIGHTCYAN_EX, Style.BRIGHT + Fore.LIGHTBLUE_EX, Style.BRIGHT + Fore.LIGHTCYAN_EX, Style.BRIGHT + Fore.LIGHTMAGENTA_EX, Style.BRIGHT + Fore.LIGHTYELLOW_EX] ran = random.choice(all_col) def banner(): Explanation: Complete the truncated code structure
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intermediate
|
api
|
error_fixing
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Pythoncode:Python
| 2
| 0
| 305
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport os\nimport random\ndef connected(host='http://duckduckgo.com'):\n try:\n urlopen(host)\n return True\n except:\n return False\n\n\n\nall_col = [Style.BRIGHT + Fore.RED, Style.BRIGHT + Fore.CYAN, Style.BRIGHT + Fore.LIGHTCYAN_EX,\n\t\t\t Style.BRIGHT + Fore.LIGHTBLUE_EX, Style.BRIGHT \n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport os\nimport random\ndef connected(host='http://duckduckgo.com'):\n try:\n urlopen(host)\n return True\n except:\n return False\n\n\n\nall_col = [Style.BRIGHT + Fore.RED, Style.BRIGHT + Fore.CYAN, Style.BRIGHT + Fore.LIGHTCYAN_EX,\n\t\t\t Style.BRIGHT + Fore.LIGHTBLUE_EX, Style.BRIGHT + Fore.LIGHTCYAN_EX, Style.BRIGHT + Fore.LIGHTMAGENTA_EX,\n\t\t\t Style.BRIGHT + Fore.LIGHTYELLOW_EX]\n\nran = random.choice(all_col)\ndef banner():\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d49b6df009b775a63c890cb5c9656357e0580e52
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TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python # # Copyright 2019-2020 Flavio Garcia # Copyright 2016-2017 Veeti Paananen under MIT License # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. def create_order(acme, domains, method, order_file): order = acme.new_order(domains, method) update_order(order, order_file) return order def update_order(order, order_file): fs.write(order_file, order.serialize().decode()) def clean_http_challenges(files): # Clean up created files for path in files: try: os.remove(path) except: print("Couldn't delete http challenge file {}".format(path)) def clean_challenge_file(challenge_file): try: os.remove(challenge_file) except: print("Couldn't delete challenge file {}".format(challenge_file)) ... [1 more functiondefs truncated] ...
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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
| 4
| 0
| 1,343
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Copyright 2019-2020 Flavio Garcia\n# Copyright 2016-2017 Veeti Paananen under MIT License\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\ndef create_order(acme, domains, method, order_file):\n order = acme.new_order(domains, method)\n update_order(order, order_file)\n return order\n\n\ndef update_order(order, order_file):\n fs.write(order_file, order.serialize().decode())\n\n\ndef clean_http_challenges(files):\n # Clean up created files\n for path in files:\n try:\n os.remove(path)\n except:\n print(\"Couldn't delete http challenge file {}\".format(path))\n\n\ndef clean_challenge_file(challenge_file):\n try:\n os.remove(challenge_file)\n except:\n print(\"Couldn't delete challenge file {}\".format(challenge_file))\n\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 |
d49bc7fba6d65f4ec2d4a29ecf9e4f75e3ad24d1
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: class TargetNetworkMixin: """Assign the `update_target` method to the SimpleQTorchPolicy The function is called every `target_network_update_freq` steps by the master learner. """ def __init__(self): # Hard initial update from Q-net(s) to target Q-net(s). self.update_target() def update_target(self): # Update_target_fn will be called periodically to copy Q network to # target Q networks. state_dict = self.model.state_dict() for target in self.target_models.values(): # Complete this line @override(TorchPolicy) def set_weights(self, weights): # Makes sure that whenever we restore weights for this policy's # model, we sync the target network (from the main model) # at the same time. TorchPolicy.set_weights(self, weights) self.update_target() def build_q_model_and_distribution( policy: Policy, obs_space: gym.spaces.Space, action_space: gym.spaces.Space, config: TrainerConfigDict) -> Tuple[ModelV2, TorchDistributionWrapper]: return build_q_models(policy, obs_space, action_space, config), \ TorchCategorical ... [4 more functiondefs truncated] ...
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The missing line is: target.load_state_dict(state_dict)
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advanced
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ui
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fill_in_the_blank
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Pythoncode:Python
| 4
| 1
| 1,254
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nclass TargetNetworkMixin:\n \"\"\"Assign the `update_target` method to the SimpleQTorchPolicy\n\n The function is called every `target_network_update_freq` steps by the\n master learner.\n \"\"\"\n\n def __init__(self):\n # Hard initial update from Q-net(s) to target Q-net(s).\n self.update_target()\n\n def update_target(self):\n # Update_target_fn will be called periodically to copy Q network to\n # target Q networks.\n state_dict = self.model.state_dict()\n for target in self.target_models.values():\n # Complete this line\n\n @override(TorchPolicy)\n def set_weights(self, weights):\n # Makes sure that whenever we restore weights for this policy's\n # model, we sync the target network (from the main model)\n # at the same time.\n TorchPolicy.set_weights(self, weights)\n self.update_target()\n\n\ndef build_q_model_and_distribution(\n policy: Policy, obs_space: gym.spaces.Space,\n action_space: gym.spaces.Space,\n config: TrainerConfigDict) -> Tuple[ModelV2, TorchDistributionWrapper]:\n return build_q_models(policy, obs_space, action_space, config), \\\n TorchCategorical\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n target.load_state_dict(state_dict)"}]
| false
| null | null | null |
d49c1e0bb83e7c39fdece7542b9e2c9d25d03288
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: #Grapheme ... [10 more functiondefs truncated] ...
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This code demonstrates Pythoncode:Python programming.
|
beginner
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general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 59
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\n#Grapheme\r\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d49d0bb7116e3f907afff13646fa7b6a2ac9aa13
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: __author__ = 'Dmitry Golubkov' from django.contrib.sessions.base_session import AbstractBaseSession from django.contrib.sessions.backends.db import SessionStore as DBStore class CustomSession(AbstractBaseSession): @classmethod def get_session_store_class(cls): return SessionS
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 2
| 3
| 295
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n__author__ = 'Dmitry Golubkov'\n\nfrom django.contrib.sessions.base_session import AbstractBaseSession\nfrom django.contrib.sessions.backends.db import SessionStore as DBStore\n\n\nclass CustomSession(AbstractBaseSession):\n @classmethod\n def get_session_store_class(cls):\n return SessionS"}, {"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
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d49d9d1e84095417ae691e1ba67e4e09f88e34fb
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: import unittest #write the import for function for assignment7 sum_list_values from src.assignments.assignment7 import sum_list_values class Test_Assign7(unittest.TestCase): def sample_test(self): self.assertEqual(1,1) #create a test for the sum_list_values function with list elements: # bill 23 16 19 22 def test_sum_w_23_16_19_22(self): test_list = ['bill', 23, 16, 19, 22] self.assertEqual(80, sum_list_values(test_list)) #unittest.main(verbosity=2)
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Functions: sample_test, test_sum_w_23_16_19_22 Classes: Test_Assign7 This code demonstrates Pythoncode:Python programming.
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intermediate
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testing
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code_explanation
|
Pythoncode:Python
| 2
| 1
| 498
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nimport unittest\n#write the import for function for assignment7 sum_list_values\nfrom src.assignments.assignment7 import sum_list_values\n\nclass Test_Assign7(unittest.TestCase):\n\n def sample_test(self):\n self.assertEqual(1,1)\n\n #create a test for the sum_list_values function with list elements:\n # bill 23 16 19 22\n def test_sum_w_23_16_19_22(self):\n test_list = ['bill', 23, 16, 19, 22]\n self.assertEqual(80, sum_list_values(test_list))\n\n#unittest.main(verbosity=2)"}, {"role": "assistant", "content": " Functions: sample_test, test_sum_w_23_16_19_22\n Classes: Test_Assign7\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d49e9592c8658910d6180947346f6788ba5fdb29
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TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Copyright 2018 by Kurt Griffiths # # 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 base64 import b64decode, b64encode import msgpack import nacl.encoding import nacl.secret import nacl.signing import nacl.utils from .version import __version__ # NOQA class Signer: """Message signer based on Ed25519 and nacl.signing. Arguments: key (str): Base64-encoded key obtained from keygen() """ __slots__ = ('_signing_key',) def __init__(self, skey): self._signing_key = nacl.signing.SigningKey(skey, nacl.encoding.Base64Encoder) @staticmethod def keygen(): signing_key = nacl.signing.SigningKey.generate() return ( signing_key.encode(nacl.encoding.Base64Encoder).decode(), signing_key.verify_key.encode(nacl.encoding.Base64Encoder).decode(), ) @staticmethod def vkey(skey): signing_key = nacl.signing.SigningKey(skey, nacl.encoding.Base64Encoder) return signing_key.verify_key.encode(nacl.encoding.Base64Encoder) def signb(self, message): """Sign a binary message with its signature attached. Arguments: message(bytes): Data to sign. Returns: bytes: Signed message """ return self._signing_key.sign(message) def pack(self, doc): return b64encode(self.packb(doc)).decode() def packb(self, doc): packed = msgpack.packb(doc, encoding='utf-8', use_bin_type=True) return self.signb(packed) class Verifier: """Signature verifier based on Ed25519 and nacl.signing. Arguments: key (str): Base64-encoded verify key """ __slots__ = ('_verify_key',) def __init__(self, vkey): self._verify_key = nacl.signing.VerifyKey(vkey, nacl.encoding.Base64Encoder) def verifyb(self, message): """Verify a signed binary message. Arguments: message(bytes): Data to verify. Returns: bytes: The orignal message, sans signature. """ return self._verify_key.verify(message) def unpack(self, packed): return self.unpackb(b64decode(packed)) def unpackb(self, packed): packed = self.verifyb(packed) return msgpack.unpackb(packed, raw=False, encoding='utf-8') ... [5 more classdefs truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 27 Invalid syntax at line 103: ... [5 more classdefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 31 Unexpected indentation at line 39 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 48 Unexpected indentation at line 50 Unexpected indentation at line 60 Unexpected indentation at line 61 Unexpected indentation at line 68 Unexpected indentation at line 76 Unexpected indentation at line 91 Unexpected indentation at line 92 Unexpected indentation at line 99 ✨ Improvements: Complete the expression on the last line Add closing quote at line 27 Review syntax near the error location
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advanced
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api
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code_review
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Pythoncode:Python
| 10
| 2
| 2,846
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Copyright 2018 by Kurt Griffiths\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\nfrom base64 import b64decode, b64encode\n\nimport msgpack\nimport nacl.encoding\nimport nacl.secret\nimport nacl.signing\nimport nacl.utils\n\nfrom .version import __version__ # NOQA\n\n\nclass Signer:\n \"\"\"Message signer based on Ed25519 and nacl.signing.\n\n Arguments:\n key (str): Base64-encoded key obtained from keygen()\n \"\"\"\n\n __slots__ = ('_signing_key',)\n\n def __init__(self, skey):\n self._signing_key = nacl.signing.SigningKey(skey, nacl.encoding.Base64Encoder)\n\n @staticmethod\n def keygen():\n signing_key = nacl.signing.SigningKey.generate()\n\n return (\n signing_key.encode(nacl.encoding.Base64Encoder).decode(),\n signing_key.verify_key.encode(nacl.encoding.Base64Encoder).decode(),\n )\n\n @staticmethod\n def vkey(skey):\n signing_key = nacl.signing.SigningKey(skey, nacl.encoding.Base64Encoder)\n return signing_key.verify_key.encode(nacl.encoding.Base64Encoder)\n\n def signb(self, message):\n \"\"\"Sign a binary message with its signature attached.\n\n Arguments:\n message(bytes): Data to sign.\n\n Returns:\n bytes: Signed message\n \"\"\"\n return self._signing_key.sign(message)\n\n def pack(self, doc):\n return b64encode(self.packb(doc)).decode()\n\n def packb(self, doc):\n packed = msgpack.packb(doc, encoding='utf-8', use_bin_type=True)\n return self.signb(packed)\n\n\nclass Verifier:\n \"\"\"Signature verifier based on Ed25519 and nacl.signing.\n\n Arguments:\n key (str): Base64-encoded verify key\n \"\"\"\n\n __slots__ = ('_verify_key',)\n\n def __init__(self, vkey):\n self._verify_key = nacl.signing.VerifyKey(vkey, nacl.encoding.Base64Encoder)\n\n def verifyb(self, message):\n \"\"\"Verify a signed binary message.\n\n Arguments:\n message(bytes): Data to verify.\n\n Returns:\n bytes: The orignal message, sans signature.\n \"\"\"\n return self._verify_key.verify(message)\n\n def unpack(self, packed):\n return self.unpackb(b64decode(packed))\n\n def unpackb(self, packed):\n packed = self.verifyb(packed)\n return msgpack.unpackb(packed, raw=False, encoding='utf-8')\n\n\n\n ... [5 more classdefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 27\n Invalid syntax at line 103: ... [5 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 31\n Unexpected indentation at line 39\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 48\n Unexpected indentation at line 50\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 68\n Unexpected indentation at line 76\n Unexpected indentation at line 91\n Unexpected indentation at line 92\n Unexpected indentation at line 99\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 27\n Review syntax near the error location"}]
| false
| null | null | null |
d49ef05ecf83504c528cca6ff6237271a4f54a56
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from arm.logicnode.arm_nodes import * class DetectMobileBrowserNode(ArmLogicTreeNode): """Determines the mobile browser or not (works only for web browsers).""" bl_idname = 'LNDetectMobileBrowserNode' bl_label = 'Detect Mobile Browser' arm_v Error: SyntaxError / EOF
|
Fixed Code: from arm.logicnode.arm_nodes import * class DetectMobileBrowserNode(ArmLogicTreeNode): """Determines the mobile browser or not (works only for web browsers).""" bl_idname = 'LNDetectMobileBrowserNode' bl_label = 'Detect Mobile Browser' arm_version = 1 def init(self, context): super(DetectMobileBrowserNode, self).init(context) self.add_output('NodeSocketBool', 'Mobile') Explanation: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 246
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom arm.logicnode.arm_nodes import *\n\nclass DetectMobileBrowserNode(ArmLogicTreeNode):\n\t\"\"\"Determines the mobile browser or not (works only for web browsers).\"\"\"\n\tbl_idname = 'LNDetectMobileBrowserNode'\n\tbl_label = 'Detect Mobile Browser'\n\tarm_v\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom arm.logicnode.arm_nodes import *\n\nclass DetectMobileBrowserNode(ArmLogicTreeNode):\n\t\"\"\"Determines the mobile browser or not (works only for web browsers).\"\"\"\n\tbl_idname = 'LNDetectMobileBrowserNode'\n\tbl_label = 'Detect Mobile Browser'\n\tarm_version = 1\n\n\tdef init(self, context):\n\t\tsuper(DetectMobileBrowserNode, self).init(context)\n\t\tself.add_output('NodeSocketBool', 'Mobile')\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d49f62cf4c67498959f387338aa3e5ee4e7a2d59
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import inspect import json import uuid from collections import Counter from datetime import datetime from io import StringIO import mock from django.contrib.admin.utils import NestedObjects from django.db import transaction, IntegrityError from django.db.models.signals import post_delete, post_save from django.test import SimpleTestCase, TestCase from nose.tools import nottest from casexml.apps.case.mock import CaseFactory, CaseIndex, CaseStructure from corehq.apps.commtrack.helpers import make_product from corehq.apps.commtrack.tests.util import get_single_balance_block from corehq.apps.domain.models import Domain from corehq.apps.dump_reload.sql import SqlDataDumper, SqlDataLoader from corehq.apps.dump_reload.sql.dump import ( class BaseDumpLoadTest(TestCase): @classmethod def setUpClass(cls): post_delete.disconnect(zapier_subscription_post_delete, sender=ZapierSubscription) super(BaseDumpLoadTest, cls).setUpClass() cls.domain_name = uuid.uuid4().hex cls.domain = Domain(name=cls.domain_name) cls.domain.save() cls.default_objects_counts = Counter({}) @classmethod def tearDownClass(cls): cls.domain.delete() super(BaseDumpLoadTest, cls).tearDownClass() post_delete.connect(zapier_subscription_post_delete, sender=ZapierSubscription def delete_sql_data(self): delete_domain_sql_data_for_dump_load_test(self.domain_name) def tearDown(self): self.delete_sql_data() super(BaseDumpLoadTest, self).tearDown() ... [42 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 21 - expected ')' • Unclosed '(' at line 37 - expected ')' Fix: Add missing ')' bracket at line 37
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 1,596
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport inspect\nimport json\nimport uuid\nfrom collections import Counter\nfrom datetime import datetime\nfrom io import StringIO\n\nimport mock\nfrom django.contrib.admin.utils import NestedObjects\nfrom django.db import transaction, IntegrityError\nfrom django.db.models.signals import post_delete, post_save\nfrom django.test import SimpleTestCase, TestCase\nfrom nose.tools import nottest\n\nfrom casexml.apps.case.mock import CaseFactory, CaseIndex, CaseStructure\n\nfrom corehq.apps.commtrack.helpers import make_product\nfrom corehq.apps.commtrack.tests.util import get_single_balance_block\nfrom corehq.apps.domain.models import Domain\nfrom corehq.apps.dump_reload.sql import SqlDataDumper, SqlDataLoader\nfrom corehq.apps.dump_reload.sql.dump import (\nclass BaseDumpLoadTest(TestCase):\n @classmethod\n def setUpClass(cls):\n post_delete.disconnect(zapier_subscription_post_delete, sender=ZapierSubscription)\n super(BaseDumpLoadTest, cls).setUpClass()\n cls.domain_name = uuid.uuid4().hex\n cls.domain = Domain(name=cls.domain_name)\n cls.domain.save()\n\n cls.default_objects_counts = Counter({})\n\n @classmethod\n def tearDownClass(cls):\n cls.domain.delete()\n super(BaseDumpLoadTest, cls).tearDownClass()\n post_delete.connect(zapier_subscription_post_delete, sender=ZapierSubscription\n\n def delete_sql_data(self):\n delete_domain_sql_data_for_dump_load_test(self.domain_name)\n\n def tearDown(self):\n self.delete_sql_data()\n super(BaseDumpLoadTest, self).tearDown()\n\n\n ... [42 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 21 - expected ')'\n \u2022 Unclosed '(' at line 37 - expected ')'\n\n Fix: Add missing ')' bracket at line 37"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d4a074467479872c4d6bb6745cf590f7c740594e
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import pytest import numpy as np from numpy.testing import assert_allclose from keras import backend as K from keras import activations def get_standard_values(): ''' These are just a set of floats used for testing the activation functions, and are useful in multiple tests. ''' return np.array([[0, 0.1, 0.5, 0.9, 1.0]], dtype=K.floatx()) def test_softmax(): ''' Test using a reference implementation of softmax ''' def softmax(values): m = np.max(values) e = np.exp(values - m) return e / np.sum(e) x = K.placeholder(ndim=2) f = K.function([x], [activations.softmax(x)]) test_values = get_standard_values() result = f([test_values])[0] expected = softmax(test_values) assert_allclose(result, expected, rtol=1e-05) def test_time_distributed_softmax(): x = K.placeholder(shape=(1, 1, 5)) f = K.function([x], [activations.softmax(x)]) test_values = get_standard_values() test_values = np.reshape(test_values, (1, 1, np.size(test_values))) f([test_values])[0] def test_softplus(): ''' Test using a reference softplus implementation ''' ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: def softplus(x): return np.log(np.ones_like(x) + np.exp(x)) x = K.placeholder(ndim=2) f = K.function([x], [activations.softplus(x)])
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 11
| 0
| 1,160
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport pytest\nimport numpy as np\nfrom numpy.testing import assert_allclose\n\nfrom keras import backend as K\nfrom keras import activations\n\n\ndef get_standard_values():\n '''\n These are just a set of floats used for testing the activation\n functions, and are useful in multiple tests.\n '''\n return np.array([[0, 0.1, 0.5, 0.9, 1.0]], dtype=K.floatx())\n\n\ndef test_softmax():\n '''\n Test using a reference implementation of softmax\n '''\n def softmax(values):\n m = np.max(values)\n e = np.exp(values - m)\n return e / np.sum(e)\n\n x = K.placeholder(ndim=2)\n f = K.function([x], [activations.softmax(x)])\n test_values = get_standard_values()\n\n result = f([test_values])[0]\n expected = softmax(test_values)\n assert_allclose(result, expected, rtol=1e-05)\n\n\ndef test_time_distributed_softmax():\n x = K.placeholder(shape=(1, 1, 5))\n f = K.function([x], [activations.softmax(x)])\n test_values = get_standard_values()\n test_values = np.reshape(test_values, (1, 1, np.size(test_values)))\n f([test_values])[0]\n\n\ndef test_softplus():\n '''\n Test using a reference softplus implementation\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 def softplus(x):\n return np.log(np.ones_like(x) + np.exp(x))\n\n x = K.placeholder(ndim=2)\n f = K.function([x], [activations.softplus(x)])"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4a08e8d4977972540a2be8547db892cc6d2f3ab
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #import numpy #import os #from xml.etree.ElementTree import * import tables #from Xdmf import * def H5toXMF(basename,size,start,finaltime,stride): # Open XMF files for step in range(start,finaltime+1,stride): XMFfile = open(basename+"."+str(step)+".xmf","w") XMFfile.write(r"""<?xml version="1.0" ?> <!DOCTYPE Xdmf SYSTEM "Xdmf.dtd" []> <Xdmf Version="2.0" xmlns:xi="http://www.w3.org/2001/XInclude"> <Domain>"""+"\n") XMFfile.write(r' <Grid GridType="Collection" CollectionType="Spatial">'+"\n") for proc in range(0,size): filename="solution.p"+str(proc)+"."+str(step)+".h5" print filename f1 = tables.openFile(filename) XMFfile.write (r'<Grid GridType="Uniform">'+"\n") XMFfile.write(r' <Time Value="'+str(step)+'" />'+"\n") for tmp in f1.root: if tmp.name == "elements": XMFfile.write (r'<Topology NumberOfElements="' +str(len(tmp[:]))+ '" Type="Tetrahedron">'+"\n") XMFfile.write (r' <DataItem DataType="Int" Dimensions="' +str(len(tmp[:]))+ ' 4" Format="HDF">' + filename + ':/elements</DataItem>'+"\n") XMFfile.write (r'</Topology>'+"\n") if tmp.name == "nodes": XMFfile.write (r'<Geometry Type="XYZ">'+"\n") XMFfile.write (r' <DataItem DataType="Float" Dimensions="' +str(len(tmp[:]))+ ' 3" Format="HDF" Precision="8">' + filename + ':/nodes</DataItem>'+"\n") XMFfile.write (r'</Geometry>'+"\n") if tmp.name == "u": XMFfile.write (r'<Attribute AttributeType="Scalar" Center="Node" Name="u">'+"\n") XMFfile.write (r' <DataItem DataType="Float" Dimensions="' +str(len(tmp[:]))+ '" Format="HDF" Precision="8">' + filename + ':/u</DataItem>'+"\n") XMFfile.write (r'</Attribute>'+"\n") if tmp.name == "v": XMFfile.write (r'<Attribute AttributeType="Scalar" Center="Node" Name="v">'+"\n") XMFfile.write (r' <DataItem DataType="Float" Dimensions="' +str(len(tmp[:]))+ '" Format="HDF" Precision="8">' + filename + ':/v</DataItem>'+"\n") XMFfile.write (r'</Attribute>'+"\n") if tmp.name == "w": XMFfile.write (r'<Attribute AttributeType="Scalar" Center="Node" Name="w">'+"\n") XMFfile.write (r' <DataItem DataType="Float" Dimensions="' +str(len(tmp[:]))+ '" Format="HDF" Precision="8">' + filename + ':/w</DataItem>'+"\n") XMFfile.write (r'</Attribute>'+"\n") if tmp.name == "p": XMFfile.write (r'<Attribute AttributeType="Scalar" Center="Node" Name="p">'+"\n") XMFfile.write (r' <DataItem DataType="Float" Dimensions="' +str(len(tmp[:]))+ '" Format="HDF" Precision="8">' + filename + ':/p</DataItem>'+"\n") ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 15 Block at line 9 has no indented body Block at line 23 has no indented body SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 26 ⚠️ Warnings: Unexpected indentation at line 15 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 💡 Suggestions: Complete the expression on the last line Add closing quote at line 15 Review code syntax
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 1
| 0
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\n\n#import numpy\n#import os\n#from xml.etree.ElementTree import *\nimport tables\n#from Xdmf import *\n\ndef H5toXMF(basename,size,start,finaltime,stride):\n\n# Open XMF files\n\n for step in range(start,finaltime+1,stride):\n XMFfile = open(basename+\".\"+str(step)+\".xmf\",\"w\")\n XMFfile.write(r\"\"\"<?xml version=\"1.0\" ?>\n<!DOCTYPE Xdmf SYSTEM \"Xdmf.dtd\" []>\n<Xdmf Version=\"2.0\" xmlns:xi=\"http://www.w3.org/2001/XInclude\">\n<Domain>\"\"\"+\"\\n\")\n\n XMFfile.write(r' <Grid GridType=\"Collection\" CollectionType=\"Spatial\">'+\"\\n\")\n\n\n for proc in range(0,size):\n\n filename=\"solution.p\"+str(proc)+\".\"+str(step)+\".h5\"\n print filename\n f1 = tables.openFile(filename)\n XMFfile.write (r'<Grid GridType=\"Uniform\">'+\"\\n\")\n XMFfile.write(r' <Time Value=\"'+str(step)+'\" />'+\"\\n\")\n for tmp in f1.root:\n if tmp.name == \"elements\":\n XMFfile.write (r'<Topology NumberOfElements=\"' +str(len(tmp[:]))+ '\" Type=\"Tetrahedron\">'+\"\\n\")\n XMFfile.write (r' <DataItem DataType=\"Int\" Dimensions=\"' +str(len(tmp[:]))+ ' 4\" Format=\"HDF\">' + filename + ':/elements</DataItem>'+\"\\n\")\n XMFfile.write (r'</Topology>'+\"\\n\")\n\n if tmp.name == \"nodes\":\n XMFfile.write (r'<Geometry Type=\"XYZ\">'+\"\\n\")\n XMFfile.write (r' <DataItem DataType=\"Float\" Dimensions=\"' +str(len(tmp[:]))+ ' 3\" Format=\"HDF\" Precision=\"8\">' + filename + ':/nodes</DataItem>'+\"\\n\")\n XMFfile.write (r'</Geometry>'+\"\\n\")\n\n if tmp.name == \"u\":\n XMFfile.write (r'<Attribute AttributeType=\"Scalar\" Center=\"Node\" Name=\"u\">'+\"\\n\")\n XMFfile.write (r' <DataItem DataType=\"Float\" Dimensions=\"' +str(len(tmp[:]))+ '\" Format=\"HDF\" Precision=\"8\">' + filename + ':/u</DataItem>'+\"\\n\")\n XMFfile.write (r'</Attribute>'+\"\\n\")\n\n if tmp.name == \"v\":\n XMFfile.write (r'<Attribute AttributeType=\"Scalar\" Center=\"Node\" Name=\"v\">'+\"\\n\")\n XMFfile.write (r' <DataItem DataType=\"Float\" Dimensions=\"' +str(len(tmp[:]))+ '\" Format=\"HDF\" Precision=\"8\">' + filename + ':/v</DataItem>'+\"\\n\")\n XMFfile.write (r'</Attribute>'+\"\\n\")\n\n if tmp.name == \"w\":\n XMFfile.write (r'<Attribute AttributeType=\"Scalar\" Center=\"Node\" Name=\"w\">'+\"\\n\")\n XMFfile.write (r' <DataItem DataType=\"Float\" Dimensions=\"' +str(len(tmp[:]))+ '\" Format=\"HDF\" Precision=\"8\">' + filename + ':/w</DataItem>'+\"\\n\")\n XMFfile.write (r'</Attribute>'+\"\\n\")\n\n if tmp.name == \"p\":\n XMFfile.write (r'<Attribute AttributeType=\"Scalar\" Center=\"Node\" Name=\"p\">'+\"\\n\")\n XMFfile.write (r' <DataItem DataType=\"Float\" Dimensions=\"' +str(len(tmp[:]))+ '\" Format=\"HDF\" Precision=\"8\">' + filename + ':/p</DataItem>'+\"\\n\")\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 15\n Block at line 9 has no indented body\n Block at line 23 has no indented body\n SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)? at line 26\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 15\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 15\n Review code syntax"}]
| false
| null | null | null |
d4a0dbe903b46f2ac15b321d70b46c5431fada6b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # # PySNMP MIB module CISCO-TRUSTSEC-POLICY-MIB (http://snmplabs.com/pysmi) # ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/CISCO-TRUSTSEC-POLICY-MIB
|
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
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 166
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#\n# PySNMP MIB module CISCO-TRUSTSEC-POLICY-MIB (http://snmplabs.com/pysmi)\n# ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/CISCO-TRUSTSEC-POLICY-MIB"}, {"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
|
d4a110091d70cdb8869da346b91adb821033a70e
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # ------------------------------------------------------------------------------ # # Copyright 2018-2019 Fetch.AI Limited # # 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. # # ------------------------------------------------------------------------------ """This test module contains the tests for the aea.cli.generate sub-module.""" from unittest import TestCase, mock from aea.cli.generate import _generate_item from tests.test_cli.tools_for_testing import ContextMock def _raise_file_exists(self, *args, **kwargs): raise FileExistsError() @mock.patch("builtins.open", mock.mock_open()) @mock.patch("aea.cli.generate.ConfigLoader") @mock.patch("aea.cli.generate.os.path.join", return_value="joined-path") @mock.patch("aea.cli.generate.ProtocolGenerator.generate", _raise_file_exists) class GenerateItemTestCase(TestCase): """Test case for fetch_agent_locally method.""" def test__generate_item_file_exists(self, *mocks): """Test for fetch_agent_locally method positive result.""" ctx_mock = ContextMock() with self.assertRaises(SystemExit): _generate_item(ctx_mock, "protocol", "path")
|
Syntax Analysis:
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 1,685
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# ------------------------------------------------------------------------------\n#\n# Copyright 2018-2019 Fetch.AI Limited\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n#\n# ------------------------------------------------------------------------------\n\n\"\"\"This test module contains the tests for the aea.cli.generate sub-module.\"\"\"\n\nfrom unittest import TestCase, mock\n\nfrom aea.cli.generate import _generate_item\n\nfrom tests.test_cli.tools_for_testing import ContextMock\n\n\ndef _raise_file_exists(self, *args, **kwargs):\n raise FileExistsError()\n\n\n@mock.patch(\"builtins.open\", mock.mock_open())\n@mock.patch(\"aea.cli.generate.ConfigLoader\")\n@mock.patch(\"aea.cli.generate.os.path.join\", return_value=\"joined-path\")\n@mock.patch(\"aea.cli.generate.ProtocolGenerator.generate\", _raise_file_exists)\nclass GenerateItemTestCase(TestCase):\n \"\"\"Test case for fetch_agent_locally method.\"\"\"\n\n def test__generate_item_file_exists(self, *mocks):\n \"\"\"Test for fetch_agent_locally method positive result.\"\"\"\n ctx_mock = ContextMock()\n with self.assertRaises(SystemExit):\n _generate_item(ctx_mock, \"protocol\", \"path\")"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d4a19a6793c7b81c31ff51744f9dee445aa534f8
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- import json from rdkit import DataStructs import plugin_api __license__ = "X11" class LbvsEntry(plugin_api.PluginInterface): """ Compute Tanimoto similarity. """ def __init__(self): self.stream = None self.counter = 0 self.first_entry = False def execute(self, files): query = LbvsEntry._load_file(files["query_file"]) database = LbvsEntry._load_file(files["database_file"]) with open(files["output_file"], "w") as stream: self.stream = stream self.write_output_header() self.compute_and_write_similarities_for_items(query, database) self.write_output_footer() def write_output_header(self): self.stream.write('{"data":[') def write_output_footer(self):
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 12 • Unmatched closing bracket ')' at line 31 • Unclosed '(' at line 31 - expected ')' Fixes: • Add closing quote at line 12 • Add closing ')' bracket • Add closing '}' bracket
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advanced
|
api
|
syntax_repair
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Pythoncode:Python
| 11
| 1
| 846
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nimport json\nfrom rdkit import DataStructs\nimport plugin_api\n\n__license__ = \"X11\"\n\n\nclass LbvsEntry(plugin_api.PluginInterface):\n \"\"\"\n Compute Tanimoto similarity.\n \"\"\"\n\n def __init__(self):\n self.stream = None\n self.counter = 0\n self.first_entry = False\n\n def execute(self, files):\n query = LbvsEntry._load_file(files[\"query_file\"])\n database = LbvsEntry._load_file(files[\"database_file\"])\n with open(files[\"output_file\"], \"w\") as stream:\n self.stream = stream\n self.write_output_header()\n self.compute_and_write_similarities_for_items(query, database)\n self.write_output_footer()\n\n def write_output_header(self):\n self.stream.write('{\"data\":[')\n\n def write_output_footer(self):"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 12\n \u2022 Unmatched closing bracket ')' at line 31\n \u2022 Unclosed '(' at line 31 - expected ')'\n\n Fixes:\n \u2022 Add closing quote at line 12\n \u2022 Add closing ')' bracket\n \u2022 Add closing '}' bracket"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d4a24c39597d568e3ab31f3730cb741839a01aff
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # coding: utf-8 import time from config.config_loader import global_config from mall_spider.spiders.actions.context import Context from mall_spider.spiders.actions.direct_proxy_action import DirectProxyAction __proxy_service = None class ProxyService(object): proxies_set = set() proxies_list = ['https://' + item['ip'] + ':' + item['port'] for item in global_config.s_proxy] LOW_WATER_MARK = 5 proxy_fetch_url = "http://ip.11jsq.com/index.php/api/entry?method=proxyServer.generate_api_url&packid=1&fa=0&fetch_key=&qty=1&time=1&pro=&city=&port=1&format=json&ss=5&css=&dt=1&specialTxt=3&specialJson=" def __init__(self) -> None: super().__init__() self._counter = 0 def get_s_proxy(self, username): proxy = global_config.s_proxy_dict[username] url = 'https://' + proxy['ip'] + ':' + proxy['port'] return { 'https': url } def get_origin_s_proxy(self, username): return global_config.s_proxy_dict[username] def get_static_proxy(self, username): if not global_config.static_proxy: return None proxy = global_config.static_proxy_dict[username] if proxy['username'] and proxy['password']: url = 'https://' + proxy['username'] + ':' + proxy['password'] + '@' + proxy['ip'] + ':' + proxy['port'] else: url = 'https://' + proxy['ip'] + ':' + proxy['port'] return { 'https': url } def get_origin_static_proxy(self, username): if not global_config.static_proxy: return None return global_config.static_proxy_dict[username] def get_proxy(self): if len(self.proxies_list) < self.LOW_WATER_MARK: for i in range(0, int(self.LOW_WATER_MARK * 1) - len(self.proxies_list)): self.fetch_proxy() time.sleep(2) proxy = self.proxies_list[self._counter % len(self.proxies_list)] self._counter += 1 return { 'https': proxy } def fetch_proxy(self): context = Context() action = DirectProxyAction() action.execute(context=context) result = context.get(Context.KEY_PROXY_RESULT, []) if result: for item in result: ip = item['IP'] port = str(item['Port']) url = 'https://' + ip + ':' + port if url not in self.proxies_set: self.proxies_set.add(url) self.proxies_list.append(url) def remove_proxy(self, url, force=False): if force: self.proxies_set.remove(url) self.proxies_list.remove(url) def get_proxy_service(): global __proxy_service if not __proxy_service: __proxy_service = ProxyService() return __proxy_service
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
|
api
|
refactoring
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Pythoncode:Python
| 9
| 1
| 2,849
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# coding: utf-8\nimport time\n\nfrom config.config_loader import global_config\nfrom mall_spider.spiders.actions.context import Context\nfrom mall_spider.spiders.actions.direct_proxy_action import DirectProxyAction\n\n__proxy_service = None\n\n\nclass ProxyService(object):\n proxies_set = set()\n proxies_list = ['https://' + item['ip'] + ':' + item['port'] for item in global_config.s_proxy]\n\n LOW_WATER_MARK = 5\n\n proxy_fetch_url = \"http://ip.11jsq.com/index.php/api/entry?method=proxyServer.generate_api_url&packid=1&fa=0&fetch_key=&qty=1&time=1&pro=&city=&port=1&format=json&ss=5&css=&dt=1&specialTxt=3&specialJson=\"\n\n def __init__(self) -> None:\n super().__init__()\n self._counter = 0\n\n def get_s_proxy(self, username):\n proxy = global_config.s_proxy_dict[username]\n url = 'https://' + proxy['ip'] + ':' + proxy['port']\n return {\n 'https': url\n }\n\n def get_origin_s_proxy(self, username):\n return global_config.s_proxy_dict[username]\n\n def get_static_proxy(self, username):\n if not global_config.static_proxy:\n return None\n proxy = global_config.static_proxy_dict[username]\n if proxy['username'] and proxy['password']:\n url = 'https://' + proxy['username'] + ':' + proxy['password'] + '@' + proxy['ip'] + ':' + proxy['port']\n else:\n url = 'https://' + proxy['ip'] + ':' + proxy['port']\n return {\n 'https': url\n }\n\n def get_origin_static_proxy(self, username):\n if not global_config.static_proxy:\n return None\n return global_config.static_proxy_dict[username]\n\n def get_proxy(self):\n if len(self.proxies_list) < self.LOW_WATER_MARK:\n for i in range(0, int(self.LOW_WATER_MARK * 1) - len(self.proxies_list)):\n self.fetch_proxy()\n time.sleep(2)\n proxy = self.proxies_list[self._counter % len(self.proxies_list)]\n self._counter += 1\n return {\n 'https': proxy\n }\n\n def fetch_proxy(self):\n context = Context()\n action = DirectProxyAction()\n action.execute(context=context)\n result = context.get(Context.KEY_PROXY_RESULT, [])\n if result:\n for item in result:\n ip = item['IP']\n port = str(item['Port'])\n url = 'https://' + ip + ':' + port\n if url not in self.proxies_set:\n self.proxies_set.add(url)\n self.proxies_list.append(url)\n\n def remove_proxy(self, url, force=False):\n if force:\n self.proxies_set.remove(url)\n self.proxies_list.remove(url)\n\n\ndef get_proxy_service():\n global __proxy_service\n if not __proxy_service:\n __proxy_service = ProxyService()\n return __proxy_service"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d4a3f90c44e54f8024d6bee8196a0b29bb2aed61
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os import weather import datetime import unittest import tempfile class WeatherTestCase(unittest.TestCase): def setUp(self): self.db_fd, weather.app.config['DATABASE'] = tempfile.mkstemp() weather.app.config['TESTING'] = True self.app = weather.app.test_client() weather.init_db() def tearDown(self): os.close(self.db_fd) os.unlink(weather.app.config['DATABASE']) def test_empty_db(self): """Test empty database with no entries.""" rv = self.app.get('/') assert 'Nothing logged yet.' in rv.data def test_report(self): """Test reporting weather""" rv = self.app.get('/report/11210/63/23', follow_redirects=True) assert b'11210' in rv.data def test_full_db(self): """Test reporting weather""" rv = self.app.get('/', follow_redirects=True) assert b'11210' in rv.data if __name__ == '__main__': unittest.main()
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 5
| 1
| 965
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\nimport weather\nimport datetime\nimport unittest\nimport tempfile\n\nclass WeatherTestCase(unittest.TestCase):\n\n def setUp(self):\n self.db_fd, weather.app.config['DATABASE'] = tempfile.mkstemp()\n weather.app.config['TESTING'] = True\n self.app = weather.app.test_client()\n weather.init_db()\n\n def tearDown(self):\n os.close(self.db_fd)\n os.unlink(weather.app.config['DATABASE'])\n\n def test_empty_db(self):\n \"\"\"Test empty database with no entries.\"\"\"\n rv = self.app.get('/')\n assert 'Nothing logged yet.' in rv.data\n\n def test_report(self):\n \"\"\"Test reporting weather\"\"\"\n rv = self.app.get('/report/11210/63/23', follow_redirects=True)\n assert b'11210' in rv.data\n\n def test_full_db(self):\n \"\"\"Test reporting weather\"\"\"\n rv = self.app.get('/', follow_redirects=True)\n assert b'11210' in rv.data\n\nif __name__ == '__main__':\n unittest.main()"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d4a46b8215ad96def234df7df255d9ac5c89bb08
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import asyncio class Activator: def __init__(self, name, packet_stream=None): self.ps = None self.name = name self.future = None self.data = 0 self.state = '' if packet_stream: self.set_packet_stream(packet_stream) @_core.module_cmd def wait_activator(self): pass @_core.module_cmd def check_activator(self): print('checking act') if self.data: self.future.set_result(1) else: self.state = 'check_chinch' print('checking for chinch') def export_cmds(self): _core.export_cmd('wait_activator', self.wait_activator) _core.export_cmd('check_activator', self.check_activator) def on_recv(self, pkt): if self.state == 'check_chinch' and self.future and pkt[0] == 1: self.future.set_result(1) self.state = 'chinch_ready' print('waiting for activator') if self.state == 'chinch_ready' and self.future and pkt[0] == 0: self.future.set_result(1) def set_packet_stream(self, ps): ps.recv = self.on_recv self.ps = ps
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 5 Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 11 Unexpected indentation at line 13 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 40 ✨ Improvements: Add docstring to class 'Activator' Add docstring to function '__init__' Remove debug print() at line 18 before production Remove debug print() at line 23 before production Remove debug print() at line 33 before production
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advanced
|
machine_learning
|
code_review
|
Pythoncode:Python
| 6
| 1
| 984
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport asyncio\nclass Activator:\n\tdef __init__(self, name, packet_stream=None):\n\t\tself.ps = None\n\t\tself.name = name\n\t\tself.future = None\n\t\tself.data = 0\n\t\tself.state = ''\n\t\tif packet_stream:\n\t\t\tself.set_packet_stream(packet_stream)\n\t\t\t\n\t@_core.module_cmd\n\tdef wait_activator(self):\n\t\tpass\n\t\t\n\t@_core.module_cmd\n\tdef check_activator(self):\n\t\tprint('checking act')\n\t\tif self.data:\n\t\t\tself.future.set_result(1)\n\t\telse:\n\t\t\tself.state = 'check_chinch'\n\t\t\tprint('checking for chinch')\n\n\tdef export_cmds(self):\n\t\t_core.export_cmd('wait_activator', self.wait_activator)\n\t\t_core.export_cmd('check_activator', self.check_activator)\n\t\n\tdef on_recv(self, pkt):\n\t\tif self.state == 'check_chinch' and self.future and pkt[0] == 1:\n\t\t\tself.future.set_result(1)\n\t\t\tself.state = 'chinch_ready'\n\t\t\tprint('waiting for activator')\n\t\t\t\n\t\tif self.state == 'chinch_ready' and self.future and pkt[0] == 0:\n\t\t\tself.future.set_result(1)\n\n\tdef set_packet_stream(self, ps):\n\t\tps.recv = self.on_recv\n\t\tself.ps = ps"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 5\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 40\n\n\u2728 Improvements:\n Add docstring to class 'Activator'\n Add docstring to function '__init__'\n Remove debug print() at line 18 before production\n Remove debug print() at line 23 before production\n Remove debug print() at line 33 before production"}]
| false
| null | null | null |
d4a58432909af220904a476edcdbf9bcba8bc8c1
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # Engineering Mechanics: Statics, 4th Edition # Bedford and Fowler # Problem 6.64 # Units for this model are meters and kilonewtons # Import 'FEModel3D' and 'Visualization' from 'PyNite' from PyNite import FEModel3D from PyNite import Visualization # Create a new model
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
intermediate
|
machine_learning
|
code_review
|
Pythoncode:Python
| 0
| 0
| 271
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n# Engineering Mechanics: Statics, 4th Edition\n# Bedford and Fowler\n# Problem 6.64\n# Units for this model are meters and kilonewtons\n\n# Import 'FEModel3D' and 'Visualization' from 'PyNite'\nfrom PyNite import FEModel3D\nfrom PyNite import Visualization\n\n# Create a new model"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
d4a684609779826c5d7b8e2a668f0007ffd391fe
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import yagmail receiver = "your@gmail.com" #Receiver's gmail address body = "Hello there from Yagmail" filename = "document.pdf" yag = yagmail.SMTP("my@gmail.com")#Your gmail address yag.send( to=receiver, subject="Yagmail test (attachment included", contents=body, attachments=filename, )
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Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 3 • Unclosed '(' at line 8 - expected ')' Fixes: • Add closing quote at line 3 • Add closing ')' bracket
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 326
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport yagmail\r\n\r\nreceiver = \"your@gmail.com\" #Receiver's gmail address\r\nbody = \"Hello there from Yagmail\"\r\nfilename = \"document.pdf\"\r\n\r\nyag = yagmail.SMTP(\"my@gmail.com\")#Your gmail address\r\nyag.send(\r\n to=receiver,\r\n subject=\"Yagmail test (attachment included\",\r\n contents=body, \r\n attachments=filename,\r\n )"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '(' at line 8 - expected ')'\n\n Fixes:\n \u2022 Add closing quote at line 3\n \u2022 Add closing ')' bracket"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
d4a6c416bd8a2d26fc2585b919cf37090ef128d8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: ############################################################################## # # Copyright (c) 2003-2020 by The University of Queensland # http://www.uq.edu.au # # Primary Business: Queensland, Australia # Licensed under the Apache License, version 2.0 # http://www.apache.org/licenses/LICENSE-2.0 # # Development until 2012 by Earth Systems Science Computational Center (ESSCC) # Development 2012-2013 by School of Earth Sciences # Development from 2014 by Centre for Geoscience Computing (GeoComp) # Development from 2019 by School of Earth and Environmental Sciences # ############################################################################## from __future__ import print_function, division class Transformation(object): """ General class to define an affine transformation *x->Ax+b*. """ def __init__(self): """ Creates a linear transformation. """ pass def __call__(self,x=numpy.zeros((3,))): """ Applies transformation to ``x``. """ raise NotImplementeError() class Translation(Transformation): """ Defines a translation *x->x+b*. """ def __init__(self,b=numpy.zeros((3,),dtype=_TYPE)): """ Creates the linear transformation *x->x+b*. """ super(Translation, self).__init__() self.__b=numpy.array(b,_TYPE) def __call__(self,x=numpy.zeros((3,))): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: """ Applies translation to ``x``. """ return numpy.array(x,_TYPE)+self.__b
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advanced
|
api
|
incomplete_code
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Pythoncode:Python
| 7
| 3
| 1,389
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\n##############################################################################\n#\n# Copyright (c) 2003-2020 by The University of Queensland\n# http://www.uq.edu.au\n#\n# Primary Business: Queensland, Australia\n# Licensed under the Apache License, version 2.0\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Development until 2012 by Earth Systems Science Computational Center (ESSCC)\n# Development 2012-2013 by School of Earth Sciences\n# Development from 2014 by Centre for Geoscience Computing (GeoComp)\n# Development from 2019 by School of Earth and Environmental Sciences\n#\n##############################################################################\n\nfrom __future__ import print_function, division\n\nclass Transformation(object):\n \"\"\"\n General class to define an affine transformation *x->Ax+b*.\n \"\"\"\n def __init__(self):\n \"\"\"\n Creates a linear transformation.\n \"\"\"\n pass\n\n def __call__(self,x=numpy.zeros((3,))):\n \"\"\"\n Applies transformation to ``x``.\n \"\"\"\n raise NotImplementeError()\n\nclass Translation(Transformation):\n \"\"\"\n Defines a translation *x->x+b*.\n \"\"\"\n def __init__(self,b=numpy.zeros((3,),dtype=_TYPE)):\n \"\"\"\n Creates the linear transformation *x->x+b*.\n \"\"\"\n super(Translation, self).__init__()\n self.__b=numpy.array(b,_TYPE)\n\n def __call__(self,x=numpy.zeros((3,))):\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 Applies translation to ``x``.\n \"\"\"\n return numpy.array(x,_TYPE)+self.__b"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4a6cec9904df1ff0e2230e88f7f8978eeccd5f8
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from bosonstar.ComplexBosonStar import Complex_Boson_Star # ===================== # All imporntnat definitions # ===================== # Physics defintions phi0 = 0.40 # centeral phi D = 5.0 # Dimension (total not only spacial) Lambda = -0.2 # Cosmological constant # Solver definitions Rstart = 3 Rend = 50.00 deltaR = 1 N = 100000 e_pow_minus_delta_guess = 0.4999 verbose = 2 eps = 1e-10 # Small epsilon to avoid r \neq 0 # ==================================== # Main routine # ==================================== pewpew = Complex_Boson_Star(e_pow_minus_delta_guess, phi0, D, Lambda, verbose) pewpew.print_parameters() alpha0 = pewpew.radial_walker(Rstart, Rend, deltaR, N, eps) # ===================================== # Output and plotting # ===================================== soldict = pewpew.get_solution() # Makes sure that lapse goes asymptotically to 1 # (Not an essential step, but recommended) pewpew.normalise_edelta() pewpew.check_Einstein_equation() # =============================== path = pewpew.get_path() pewpew.plot_solution() pewpew.print_solution()
|
Code Review: Code looks good! Consider edge cases Add comprehensive tests
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 0
| 0
| 1,116
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom bosonstar.ComplexBosonStar import Complex_Boson_Star\n\n\n# =====================\n# All imporntnat definitions\n# =====================\n\n# Physics defintions\nphi0 = 0.40 # centeral phi\nD = 5.0 # Dimension (total not only spacial)\nLambda = -0.2 # Cosmological constant\n# Solver definitions\nRstart = 3\nRend = 50.00\ndeltaR = 1\nN = 100000\ne_pow_minus_delta_guess = 0.4999\nverbose = 2\neps = 1e-10 # Small epsilon to avoid r \\neq 0\n\n# ====================================\n# Main routine\n# ====================================\n\npewpew = Complex_Boson_Star(e_pow_minus_delta_guess, phi0, D, Lambda, verbose)\n\npewpew.print_parameters()\n\nalpha0 = pewpew.radial_walker(Rstart, Rend, deltaR, N, eps)\n\n# =====================================\n# Output and plotting\n# =====================================\nsoldict = pewpew.get_solution()\n\n# Makes sure that lapse goes asymptotically to 1\n# (Not an essential step, but recommended)\npewpew.normalise_edelta()\n\npewpew.check_Einstein_equation()\n\n# ===============================\npath = pewpew.get_path()\npewpew.plot_solution()\npewpew.print_solution()"}, {"role": "assistant", "content": " Code Review:\n\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
d4a6efea0d126676c34a41838cc4fe1e41395646
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/env python # coding=utf-8 from setuptools import setup, find_packages with open('README.md', encoding='utf-8') as f: readme = f.read() with open('LICENSE', encoding='utf-8') as f: license = f.read() with open('requirements.txt', encoding='utf-8') as f: reqs = f.read() pkgs = [p for p in find_packages() if p.startswith('fastNLP')] print(pkgs) setup( name='FastNLP',
|
version='0.7.0', url='https://gitee.com/fastnlp/fastNLP', description='fastNLP: Deep Learning Toolkit for NLP, developed by Fudan FastNLP Team', long_description=readme, long_description_content_type='text/markdown', license='Apache License', author='Fudan FastNLP Team', python_requires='>=3.6', packages=pkgs, install_requires=reqs.strip().split('\n'), )
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 796
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python\n# coding=utf-8\nfrom setuptools import setup, find_packages\n\nwith open('README.md', encoding='utf-8') as f:\n readme = f.read()\n\nwith open('LICENSE', encoding='utf-8') as f:\n license = f.read()\n\nwith open('requirements.txt', encoding='utf-8') as f:\n reqs = f.read()\n\npkgs = [p for p in find_packages() if p.startswith('fastNLP')]\nprint(pkgs)\n\nsetup(\n name='FastNLP',"}, {"role": "assistant", "content": "\n version='0.7.0',\n url='https://gitee.com/fastnlp/fastNLP',\n description='fastNLP: Deep Learning Toolkit for NLP, developed by Fudan FastNLP Team',\n long_description=readme,\n long_description_content_type='text/markdown',\n license='Apache License',\n author='Fudan FastNLP Team',\n python_requires='>=3.6',\n packages=pkgs,\n install_requires=reqs.strip().split('\\n'),\n)"}]
| false
| null | null | null |
d4a71c335f605cc7723cb3705f2699bfe1e1693b
|
TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # flake8: noqa """ Ory APIs Documentation for all public and administrative Ory APIs. Administrative APIs can only be accessed with a valid Personal Access Token. Public APIs are mostly used in browsers. # noqa: E501 The version of the OpenAPI document: v0.0.1-alpha.187 Contact: support@ory.sh Generated by: https://openapi-generator.tech """ __version__ = "v0.0.1-alpha.187" # import ApiClient from ory_client.api_client import ApiClient
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# import Configuration from ory_client.configuration import Configuration # import exceptions from ory_client.exceptions import OpenApiException from ory_client.exceptions import ApiAttributeError from ory_client.exceptions import ApiTypeError from ory_client.exceptions import ApiValueError from ory_client.exceptions import ApiKeyError from ory_client.exceptions import ApiException
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intermediate
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api
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code_completion
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Pythoncode:Python
| 0
| 0
| 855
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# flake8: noqa\n\n\"\"\"\n Ory APIs\n\n Documentation for all public and administrative Ory APIs. Administrative APIs can only be accessed with a valid Personal Access Token. Public APIs are mostly used in browsers. # noqa: E501\n\n The version of the OpenAPI document: v0.0.1-alpha.187\n Contact: support@ory.sh\n Generated by: https://openapi-generator.tech\n\"\"\"\n\n\n__version__ = \"v0.0.1-alpha.187\"\n\n# import ApiClient\nfrom ory_client.api_client import ApiClient"}, {"role": "assistant", "content": "\n\n# import Configuration\nfrom ory_client.configuration import Configuration\n\n# import exceptions\nfrom ory_client.exceptions import OpenApiException\nfrom ory_client.exceptions import ApiAttributeError\nfrom ory_client.exceptions import ApiTypeError\nfrom ory_client.exceptions import ApiValueError\nfrom ory_client.exceptions import ApiKeyError\nfrom ory_client.exceptions import ApiException"}]
| false
| null | null | null |
d4a7c3329ad1568f426144783b7f79e1a58585b3
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TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from abc import ABC, abstractmethod from typing import Tuple from requests import Response from .pydantic_models import (AppliedExclusionConditionsResponse, class BaseActivityCustomCode(ABC): """ The main class of this repository: the one to be implemented """ is_for_mocker: bool def __init__(self, is_for_mocker: bool = False): self.is_for_mocker = is_for_mocker @abstractmethod def validate_prediction_request(self, prediction_request: dict) -> None: """Raise a ValidationError if the received prediction request is not valid""" @abstractmethod def validate_outcome_request(self, outcome_request: dict) -> None: """Raise a ValidationError if the received outcome request is not valid""" @abstractmethod def compute_reward(self, outcome_request: dict) -> ComputeRewardResponse: """From an outcome, compute the reward""" @abstractmethod def get_module_version(self) -> str: """Return the version of the module.""" @abstractmethod def send_mock_prediction_request( self, url_prediction_endpoint: str ) -> Tuple[Response, dict]: """ Send a mock request to the provided url and returns the corresponding response with extra information if required for computing the prediction. The response and dictionary will be provided to the `send_mock_outcome_request`. """ @abstractmethod def send_mock_outcome_request( self, url_outcome_endpoint: str, prediction_response: Response, info_from_prediction: dict, ) -> Response: """ Send a mock request to the provided url and returns the corresponding response. Provide the prediction response and extra information created while creating the prediction request from `send_mock_prediction_request`. """ def get_prediction_response_payload_formats( self, ) -> PredictionResponsePayloadFormatListResponse: """ Return the list of available format of the prediction payload. Every format should have a name and a description The name of the format should be unique. """ return {"prediction_response_payload_formats": []} def format_prediction_payload_response( self, default_prediction_response: DefaultPredictionResponse, payload_format: str, # noqa pylint: disable=unused-argument ) -> dict: """ You can format the prediction the way you want based on the information returned by default """ return default_prediction_response def get_exclusion_rule_conditions(self) -> ExclusionRuleConditionListResponse: """ Define the exclusion rules for the activity """ return ExclusionRuleConditionListResponse(exclusion_rule_conditions=[]) ... [2 more functiondefs truncated] ...
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Functions: __init__, validate_prediction_request, validate_outcome_request, compute_reward, get_module_version Classes: BaseActivityCustomCode This code demonstrates Pythoncode:Python programming.
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advanced
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api
|
code_explanation
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Pythoncode:Python
| 10
| 1
| 2,943
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom abc import ABC, abstractmethod\nfrom typing import Tuple\n\nfrom requests import Response\n\nfrom .pydantic_models import (AppliedExclusionConditionsResponse,\nclass BaseActivityCustomCode(ABC):\n \"\"\"\n The main class of this repository: the one to be implemented\n \"\"\"\n\n is_for_mocker: bool\n\n def __init__(self, is_for_mocker: bool = False):\n self.is_for_mocker = is_for_mocker\n\n @abstractmethod\n def validate_prediction_request(self, prediction_request: dict) -> None:\n \"\"\"Raise a ValidationError if the received prediction request is not valid\"\"\"\n\n @abstractmethod\n def validate_outcome_request(self, outcome_request: dict) -> None:\n \"\"\"Raise a ValidationError if the received outcome request is not valid\"\"\"\n\n @abstractmethod\n def compute_reward(self, outcome_request: dict) -> ComputeRewardResponse:\n \"\"\"From an outcome, compute the reward\"\"\"\n\n @abstractmethod\n def get_module_version(self) -> str:\n \"\"\"Return the version of the module.\"\"\"\n\n @abstractmethod\n def send_mock_prediction_request(\n self, url_prediction_endpoint: str\n ) -> Tuple[Response, dict]:\n \"\"\"\n Send a mock request to the provided url and returns the corresponding response\n with extra information if required for computing the prediction.\n The response and dictionary will be provided to\n the `send_mock_outcome_request`.\n \"\"\"\n\n @abstractmethod\n def send_mock_outcome_request(\n self,\n url_outcome_endpoint: str,\n prediction_response: Response,\n info_from_prediction: dict,\n ) -> Response:\n \"\"\"\n Send a mock request to the provided url and returns the corresponding response.\n Provide the prediction response and extra information created while\n creating the prediction request from `send_mock_prediction_request`.\n \"\"\"\n\n def get_prediction_response_payload_formats(\n self,\n ) -> PredictionResponsePayloadFormatListResponse:\n \"\"\"\n Return the list of available format of the prediction payload.\n Every format should have a name and a description\n The name of the format should be unique.\n \"\"\"\n return {\"prediction_response_payload_formats\": []}\n\n def format_prediction_payload_response(\n self,\n default_prediction_response: DefaultPredictionResponse,\n payload_format: str, # noqa pylint: disable=unused-argument\n ) -> dict:\n \"\"\"\n You can format the prediction the way you want based\n on the information returned by default\n \"\"\"\n return default_prediction_response\n\n def get_exclusion_rule_conditions(self) -> ExclusionRuleConditionListResponse:\n \"\"\"\n Define the exclusion rules for the activity\n \"\"\"\n return ExclusionRuleConditionListResponse(exclusion_rule_conditions=[])\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__, validate_prediction_request, validate_outcome_request, compute_reward, get_module_version\n Classes: BaseActivityCustomCode\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d4a7d95a9f223064052da15a9a7a9eecfe46cfa7
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from __future__ import print_function, unicode_literals #Ensures Unicode is used for all strings. my_str = 'whatever' #Shows the String type, which should be unicode type(my_str) #declare string: ip_addr = '192.168.1.1' #check it with boolean:(True) ip_addr == '192.168.1.1' #(false) ip_addr == '10.1.1.1' #is this substring in this variable? '192.168' in ip_addr '1.1' in ip_addr '15.1' not in ip_addr #Strings also have indices starting at '0' #in the case below we get '1' which is the first character ip_ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: #we can also get the last using negative notation. The follow gets the last: ip_addr[-1] #second to last: ip_addr[-2] #show length of string:
|
intermediate
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general
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 516
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom __future__ import print_function, unicode_literals\n\n#Ensures Unicode is used for all strings.\nmy_str = 'whatever'\n#Shows the String type, which should be unicode\ntype(my_str)\n\n#declare string:\nip_addr = '192.168.1.1'\n#check it with boolean:(True)\nip_addr == '192.168.1.1'\n#(false)\nip_addr == '10.1.1.1'\n\n#is this substring in this variable?\n'192.168' in ip_addr\n\n\n'1.1' in ip_addr\n\n\n'15.1' not in ip_addr\n\n#Strings also have indices starting at '0'\n#in the case below we get '1' which is the first character\nip_\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#we can also get the last using negative notation. The follow gets the last:\nip_addr[-1]\n#second to last:\nip_addr[-2]\n#show length of string:"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4a7f2382cdb35d8940e5dd478b2dac3b5b10bd0
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #enhanced keyboard driver import copy import os import configparser from pp_displaymanager import DisplayManager class pp_kbddriver_plus(object): # control list items NAME=0 # symbolic name for input and output DIRECTION = 1 # in/out MATCH = 2 # for input the character/string to match (no EOL) MODE= 3 # for input the match mode any-char,char,any-line,line TEMPLATE=['','','',''] # CLASS VARIABLES (pp_kbddriver_plus.) driver_active=False title='' # usd for error reporting and logging tick_interval='' # mS between polls of the serial input match_mode='' # char or line, whether input characters are matched for each character or a complete line inputs={} # executed by main program and by each object using the driver def __init__(self): self.dm=DisplayManager() # executed once from main program ... [11 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 8 has no indented body Invalid syntax at line 33: ... [11 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 14 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 28 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
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machine_learning
|
code_review
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Pythoncode:Python
| 1
| 1
| 992
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#enhanced keyboard driver\nimport copy\nimport os\nimport configparser\nfrom pp_displaymanager import DisplayManager\n\n\nclass pp_kbddriver_plus(object):\n\n # control list items\n NAME=0 # symbolic name for input and output\n DIRECTION = 1 # in/out\n MATCH = 2 # for input the character/string to match (no EOL)\n MODE= 3 # for input the match mode any-char,char,any-line,line\n\n TEMPLATE=['','','','']\n\n# CLASS VARIABLES (pp_kbddriver_plus.)\n driver_active=False\n title='' # usd for error reporting and logging\n tick_interval='' # mS between polls of the serial input\n\n match_mode='' # char or line, whether input characters are matched for each character or a complete line\n\n inputs={}\n\n # executed by main program and by each object using the driver\n def __init__(self):\n self.dm=DisplayManager()\n\n # executed once from main program \n\n ... [11 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Block at line 8 has no indented body\n Invalid syntax at line 33: ... [11 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 28\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d4acef5631789f4b877955db52847e8e212a8725
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Generated by Django 3.2.6 on 2021-09-03 15:48 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('grocery', '0002_alter_item_comments'), ] operations = [ migrations.AlterField( model_name='item', name='comments', field=models.CharField(blank=True, default='null', max_length=200), preserve_default=False, ), ]
|
Code analysis results: 🔴 Errors found: Block at line 6 has no indented body ⚠️ Warnings: Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 13 Unexpected indentation at line 14 💡 Suggestions: Add docstring to class 'Migration'
|
intermediate
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machine_learning
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debugging
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Pythoncode:Python
| 0
| 1
| 452
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Generated by Django 3.2.6 on 2021-09-03 15:48\n\nfrom django.db import migrations, models\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('grocery', '0002_alter_item_comments'),\n ]\n\n operations = [\n migrations.AlterField(\n model_name='item',\n name='comments',\n field=models.CharField(blank=True, default='null', max_length=200),\n preserve_default=False,\n ),\n ]"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 6 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 13\n Unexpected indentation at line 14\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Migration'"}]
| false
| null | null | null |
d4ade5ab9af89265fbd2d849b58156e138f3d82c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: #!/usr/bin/env python # Copyright 1996-2019 Cyberbotics Ltd. # # 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. """Generate textures prepared for OSM, based on image templates.""" import glob import os from PIL import Image # change directory to this script directory in order to allow this script to be called from another directory. os.chdir(os.path.dirname(os.path.realpath(__file__))) # get all the template files in put them in a list of tuples templates = [] for f in glob.glob("*_diffuse_template.jpg"): templates.append((f, f.replace('_diffuse_', '_color_mask_'))) # target colors # ref: http://wiki.openstreetmap.org/wiki/Key:colour # TODO: is it sufficient? colors = { '000000': (0.0, 0.0, 0.0), 'FFFFFF': (0.84, 0.84, 0.84), '808080': (0.4, 0.4, 0.4), 'C0C0C0': (0.65, 0.65, 0.65), '800000': (0.4, 0.15, 0.15), 'FF0000': (0.45, 0.0, 0.0), '808000': (0.4, 0.4, 0.2), 'FFFF00': (0.7, 0.6, 0.15), '008000': (0.15, 0.3, 0.15), '00FF00': (0.55, 0.69, 0.52), '008080': (0.15, 0.3, 0.3), '00FFFF': (0.6, 0.7, 0.7), '000080': (0.2, 0.2, 0.3), '0000FF': (0.4, 0.4, 0.75), '800080': (0.5, 0.4, 0.5), 'FF00FF': (0.9, 0.75, 0.85), 'F5DEB3': (0.83, 0.78, 0.65), '8B4513': (0.3, 0.1, 0.05) } effectFactor = 0.5 # power of the effect, found empirically # foreach template for template in templates: # load the templates diffuse = Image.open(template[0]) mask = Image.open(template[1]) assert diffuse.size == mask.size width, height = diffuse.size # create an image per color for colorString, color in colors.iteritems(): image = Image.new('RGB', diffuse.size) pixels = image.load() for x in range(height): for y in range(width): dR, dG, dB = diffuse.getpixel((x, y)) mR, mG, mB = mask.getpixel((x, y)) r = dR + int(255.0 * (mR / 255.0) * (color[0] * 2.0 - 1.0) * effectFactor) g = dG + int(255.0 * (mG / 255.0) * (color[1] * 2.0 - 1.0) * effectFactor) b = dB + int(255.0 * (mB / 255.0) * (color[2] * 2.0 - 1.0) * effectFactor) pixels[x, y] = (r, g, b) image.save(template[0].replace('_diffuse_template', '_' + colorString))
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
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testing
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refactoring
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Pythoncode:Python
| 0
| 0
| 2,770
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n#!/usr/bin/env python\n\n# Copyright 1996-2019 Cyberbotics Ltd.\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\"\"\"Generate textures prepared for OSM, based on image templates.\"\"\"\n\nimport glob\nimport os\nfrom PIL import Image\n\n\n# change directory to this script directory in order to allow this script to be called from another directory.\nos.chdir(os.path.dirname(os.path.realpath(__file__)))\n\n# get all the template files in put them in a list of tuples\ntemplates = []\nfor f in glob.glob(\"*_diffuse_template.jpg\"):\n templates.append((f, f.replace('_diffuse_', '_color_mask_')))\n\n# target colors\n# ref: http://wiki.openstreetmap.org/wiki/Key:colour\n# TODO: is it sufficient?\ncolors = {\n '000000': (0.0, 0.0, 0.0),\n 'FFFFFF': (0.84, 0.84, 0.84),\n '808080': (0.4, 0.4, 0.4),\n 'C0C0C0': (0.65, 0.65, 0.65),\n '800000': (0.4, 0.15, 0.15),\n 'FF0000': (0.45, 0.0, 0.0),\n '808000': (0.4, 0.4, 0.2),\n 'FFFF00': (0.7, 0.6, 0.15),\n '008000': (0.15, 0.3, 0.15),\n '00FF00': (0.55, 0.69, 0.52),\n '008080': (0.15, 0.3, 0.3),\n '00FFFF': (0.6, 0.7, 0.7),\n '000080': (0.2, 0.2, 0.3),\n '0000FF': (0.4, 0.4, 0.75),\n '800080': (0.5, 0.4, 0.5),\n 'FF00FF': (0.9, 0.75, 0.85),\n 'F5DEB3': (0.83, 0.78, 0.65),\n '8B4513': (0.3, 0.1, 0.05)\n}\n\neffectFactor = 0.5 # power of the effect, found empirically\n\n# foreach template\nfor template in templates:\n # load the templates\n diffuse = Image.open(template[0])\n mask = Image.open(template[1])\n assert diffuse.size == mask.size\n width, height = diffuse.size\n\n # create an image per color\n for colorString, color in colors.iteritems():\n image = Image.new('RGB', diffuse.size)\n pixels = image.load()\n for x in range(height):\n for y in range(width):\n dR, dG, dB = diffuse.getpixel((x, y))\n mR, mG, mB = mask.getpixel((x, y))\n r = dR + int(255.0 * (mR / 255.0) * (color[0] * 2.0 - 1.0) * effectFactor)\n g = dG + int(255.0 * (mG / 255.0) * (color[1] * 2.0 - 1.0) * effectFactor)\n b = dB + int(255.0 * (mB / 255.0) * (color[2] * 2.0 - 1.0) * effectFactor)\n pixels[x, y] = (r, g, b)\n image.save(template[0].replace('_diffuse_template', '_' + colorString))"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d4ae07ad4070643d0ba3b0f74c8b5ba6215fad3c
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TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: def ResampleResps(resps, remove_missing=False, jitter=0): """Resamples each dataframe and then concats them. resps: list of DataFrame returns: DataFrame """ # we have to resample the data from each cycle separately samples = [ResampleRowsWeighted(resp) for resp in resps] # then join the cycles into one big sample sample = pd.concat(samples, ignore_index=True, sort=False) # remove married people with unknown marriage dates if remove_missing: sample = sample[~sample.missing] # jittering the ages reflects the idea that the resampled people # are not identical to the actual respondents if jitter: Jitter(sample, 'age', jitter=jitter) Jitter(sample, 'agemarry', jitter=jitter) DigitizeResp(resp) return sample def ResampleRowsWeighted(df, column='finalwgt'): """Resamples the rows in df in accordance with a weight column. df: DataFrame returns: DataFrame """ weights = df['finalwgt'].copy() weights /= sum(weights) indices = np.random.choice(df.index, len(df), replace=True, p=weights) return df.loc[indices] def Jitter(df, column, jitter=1): """Adds random noise to a column. df: DataFrame column: string column name jitter: standard deviation of noise """ df[column] += np.random.uniform(-jitter, jitter, size=len(df)) def EstimateSurvival(resp, cuto
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 2 • Unclosed '(' at line 51 - expected ')' • SyntaxError: '(' was never closed at line 51 Fix: Complete the truncated code structure
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advanced
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database
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error_detection
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Pythoncode:Python
| 6
| 0
| 1,414
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\ndef ResampleResps(resps, remove_missing=False, jitter=0):\n \"\"\"Resamples each dataframe and then concats them.\n\n resps: list of DataFrame\n\n returns: DataFrame\n \"\"\"\n # we have to resample the data from each cycle separately\n samples = [ResampleRowsWeighted(resp) for resp in resps]\n\n # then join the cycles into one big sample\n sample = pd.concat(samples, ignore_index=True, sort=False)\n\n # remove married people with unknown marriage dates\n if remove_missing:\n sample = sample[~sample.missing]\n\n # jittering the ages reflects the idea that the resampled people\n # are not identical to the actual respondents\n if jitter:\n Jitter(sample, 'age', jitter=jitter)\n Jitter(sample, 'agemarry', jitter=jitter)\n DigitizeResp(resp)\n\n return sample\n\n\ndef ResampleRowsWeighted(df, column='finalwgt'):\n \"\"\"Resamples the rows in df in accordance with a weight column.\n\n df: DataFrame\n\n returns: DataFrame\n \"\"\"\n weights = df['finalwgt'].copy()\n weights /= sum(weights)\n indices = np.random.choice(df.index, len(df), replace=True, p=weights)\n return df.loc[indices]\n\n\ndef Jitter(df, column, jitter=1):\n \"\"\"Adds random noise to a column.\n\n df: DataFrame\n column: string column name\n jitter: standard deviation of noise\n \"\"\"\n df[column] += np.random.uniform(-jitter, jitter, size=len(df))\n\n\ndef EstimateSurvival(resp, cuto"}, {"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 Unclosed '(' at line 51 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 51\n\n Fix: Complete the truncated code structure"}]
| true
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syntax
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HARD_CUT
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CRITICAL
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d4b0acbd3ae55e6638c516e22ca4f69932aebab2
|
TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from __future__ import absolute_import, division, print_function from six.moves import range from dials.array_family import flex import math class reflection_table_utils(object): @staticmethod def get_next_hkl_reflection_table(reflections): '''Generate asu hkl slices from an asu hkl-sorted reflection table''' if reflections.size() == 0: yield reflections i_begin = 0 hkl_ref = reflections[0].get('miller_index_asymmetric') for i in range(reflections.size()): hkl = reflections[i].get('miller_index_asymmetric') if hkl == hkl_ref: continue else: yield reflections[i_begin:i] i_begin = i hkl_ref = hkl yield reflections[i_begin:i+1] # Complete this line @staticmethod def select_odd_experiment_reflections(reflections): 'Select reflections from experiments with odd ids. An experiment id must be a string representing a hexadecimal number' sel = flex.bool() for refl in reflections: sel.append(int(refl['exp_id'], 16)%2 != 0) return reflections.select(sel) @staticmethod def select_even_experiment_reflections(reflections): 'Select reflections from experiments with even ids. An experiment id must be a string representing a hexadecimal number' sel = flex.bool() for refl in reflections: sel.append(int(refl['exp_id'], 16)%2 == 0) return reflections.select(sel) @staticmethod def merged_reflection_table(): '''Create a reflection table for storing merged HKLs''' table = flex.reflection_table() table['miller_index'] = flex.miller_index() table['intensity'] = flex.double() table['sigma'] = flex.double() table['multiplicity'] = flex.int() return table @staticmethod ... [2 more functiondefs truncated] ...
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The missing line is:
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advanced
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oop
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fill_in_the_blank
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Pythoncode:Python
| 4
| 1
| 1,771
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom __future__ import absolute_import, division, print_function\nfrom six.moves import range\nfrom dials.array_family import flex\nimport math\n\nclass reflection_table_utils(object):\n\n @staticmethod\n def get_next_hkl_reflection_table(reflections):\n '''Generate asu hkl slices from an asu hkl-sorted reflection table'''\n if reflections.size() == 0:\n yield reflections\n\n i_begin = 0\n hkl_ref = reflections[0].get('miller_index_asymmetric')\n for i in range(reflections.size()):\n hkl = reflections[i].get('miller_index_asymmetric')\n if hkl == hkl_ref:\n continue\n else:\n yield reflections[i_begin:i]\n i_begin = i\n hkl_ref = hkl\n\n yield reflections[i_begin:i+1]\n # Complete this line\n @staticmethod\n def select_odd_experiment_reflections(reflections):\n 'Select reflections from experiments with odd ids. An experiment id must be a string representing a hexadecimal number'\n sel = flex.bool()\n for refl in reflections:\n sel.append(int(refl['exp_id'], 16)%2 != 0)\n return reflections.select(sel)\n\n @staticmethod\n def select_even_experiment_reflections(reflections):\n 'Select reflections from experiments with even ids. An experiment id must be a string representing a hexadecimal number'\n sel = flex.bool()\n for refl in reflections:\n sel.append(int(refl['exp_id'], 16)%2 == 0)\n return reflections.select(sel)\n\n @staticmethod\n def merged_reflection_table():\n '''Create a reflection table for storing merged HKLs'''\n table = flex.reflection_table()\n table['miller_index'] = flex.miller_index()\n table['intensity'] = flex.double()\n table['sigma'] = flex.double()\n table['multiplicity'] = flex.int()\n return table\n\n @staticmethod\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
d4b13f250b052bca7bffe7a5880d063d7c169a7e
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TheStack--python--000.parquet
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Review this Pythoncode:Python code: import py import inspect from rpython.rlib.objectmodel import compute_hash, compute_identity_hash from rpython.translator.c import gc from rpython.annotator import model as annmodel from rpython.rtyper.llannotation import SomePtr from rpython.rtyper.lltypesystem import lltype, llmemory, rffi, llgroup from rpython.memory.gctransform import framework, shadowstack from rpython.rtyper.lltypesystem.lloperation import llop, void from rpython.rlib.objectmodel import compute_unique_id, we_are_translated from rpython.rlib.debug import ll_assert from rpython.rlib import rgc from rpython.conftest import option from rpython.rlib.rstring import StringBuilder from rpython.rlib.rarithmetic import LONG_BIT WORD = LONG_BIT // 8 def rtype(func, inputtypes, specialize=True, gcname='ref', backendopt=False, **extraconfigopts): from rpython.translator.translator import TranslationContext t = TranslationContext() # XXX XXX XXX mess t.config.translation.gc = gcname t.config.translation.gcremovetypeptr = True t.config.set(**extraconfigopts) ann = t.buildannotator() ann.build_types(func, inputtypes) if specialize: t.buildrtyper().specialize() if backendopt: from rpython.translator.backendopt.all import backend_optimizations backend_optimizations(t) if option.view: t.viewcg() return t ARGS = lltype.FixedSizeArray(lltype.Signed, 3) class GCTest(object): gcpolicy = None GC_CAN_MOVE = False taggedpointers = False def setup_class(cls): cls.marker = lltype.malloc(rffi.CArray(lltype.Signed), 1, flavor='raw', zero=True) funcs0 = [] funcs2 = [] cleanups = [] name_to_func = {} mixlevelstuff = [] for fullname in dir(cls): if not fullname.startswith('define'): continue definefunc = getattr(cls, fullname) _, name = fullname.split('_', 1) func_fixup = definefunc.im_func(cls) cleanup = None if isinstance(func_fixup, tuple): func, cleanup, fixup = func_fixup mixlevelstuff.append(fixup) else: func = func_fixup func.func_name = "f_%s" % name if cleanup: cleanup.func_name = "clean_%s" % name nargs = len(inspect.getargspec(func)[0]) name_to_func[name] = len(funcs0) if nargs == 2: funcs2.append(func) funcs0.append(None) elif nargs == 0: funcs0.append(func) funcs2.append(None) else: raise NotImplementedError( "defined test functions should have 0/2 arguments") # used to let test cleanup static root pointing to runtime # allocated stuff cleanups.append(cleanup) def entrypoint(args): num = ... [code truncated] ...
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Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 89: num = ⚠️ Code quality: Unexpected indentation at line 23 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 35 Unexpected indentation at line 37 Unexpected indentation at line 38 Unexpected indentation at line 40 Unexpected indentation at line 46 Unexpected indentation at line 47 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 60 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 74 Unexpected indentation at line 75 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 80 Unexpected indentation at line 81 Unexpected indentation at line 83 Unexpected indentation at line 84 Unexpected indentation at line 85 Unexpected indentation at line 86 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
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code_review
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Pythoncode:Python
| 3
| 1
| 3,033
| true
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[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport py\nimport inspect\n\nfrom rpython.rlib.objectmodel import compute_hash, compute_identity_hash\nfrom rpython.translator.c import gc\nfrom rpython.annotator import model as annmodel\nfrom rpython.rtyper.llannotation import SomePtr\nfrom rpython.rtyper.lltypesystem import lltype, llmemory, rffi, llgroup\nfrom rpython.memory.gctransform import framework, shadowstack\nfrom rpython.rtyper.lltypesystem.lloperation import llop, void\nfrom rpython.rlib.objectmodel import compute_unique_id, we_are_translated\nfrom rpython.rlib.debug import ll_assert\nfrom rpython.rlib import rgc\nfrom rpython.conftest import option\nfrom rpython.rlib.rstring import StringBuilder\nfrom rpython.rlib.rarithmetic import LONG_BIT\n\n\nWORD = LONG_BIT // 8\n\n\ndef rtype(func, inputtypes, specialize=True, gcname='ref',\n backendopt=False, **extraconfigopts):\n from rpython.translator.translator import TranslationContext\n t = TranslationContext()\n # XXX XXX XXX mess\n t.config.translation.gc = gcname\n t.config.translation.gcremovetypeptr = True\n t.config.set(**extraconfigopts)\n ann = t.buildannotator()\n ann.build_types(func, inputtypes)\n\n if specialize:\n t.buildrtyper().specialize()\n if backendopt:\n from rpython.translator.backendopt.all import backend_optimizations\n backend_optimizations(t)\n if option.view:\n t.viewcg()\n return t\n\nARGS = lltype.FixedSizeArray(lltype.Signed, 3)\n\nclass GCTest(object):\n gcpolicy = None\n GC_CAN_MOVE = False\n taggedpointers = False\n\n def setup_class(cls):\n cls.marker = lltype.malloc(rffi.CArray(lltype.Signed), 1,\n flavor='raw', zero=True)\n funcs0 = []\n funcs2 = []\n cleanups = []\n name_to_func = {}\n mixlevelstuff = []\n for fullname in dir(cls):\n if not fullname.startswith('define'):\n continue\n definefunc = getattr(cls, fullname)\n _, name = fullname.split('_', 1)\n func_fixup = definefunc.im_func(cls)\n cleanup = None\n if isinstance(func_fixup, tuple):\n func, cleanup, fixup = func_fixup\n mixlevelstuff.append(fixup)\n else:\n func = func_fixup\n func.func_name = \"f_%s\" % name\n if cleanup:\n cleanup.func_name = \"clean_%s\" % name\n\n nargs = len(inspect.getargspec(func)[0])\n name_to_func[name] = len(funcs0)\n if nargs == 2:\n funcs2.append(func)\n funcs0.append(None)\n elif nargs == 0:\n funcs0.append(func)\n funcs2.append(None)\n else:\n raise NotImplementedError(\n \"defined test functions should have 0/2 arguments\")\n # used to let test cleanup static root pointing to runtime\n # allocated stuff\n cleanups.append(cleanup)\n\n def entrypoint(args):\n num = \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 89: num = \n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 23\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 35\n Unexpected indentation at line 37\n Unexpected indentation at line 38\n Unexpected indentation at line 40\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 60\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 74\n Unexpected indentation at line 75\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 80\n Unexpected indentation at line 81\n Unexpected indentation at line 83\n Unexpected indentation at line 84\n Unexpected indentation at line 85\n Unexpected indentation at line 86\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d4b1cf0c1cabef461b1902ca1dbcbf5165c73bc9
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TheStack--python--000.parquet
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Explain this Pythoncode:Python code: from . import utils from . import display from . import save from . import FFTW from . import stackregistration __version__="0.2.1"
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This code demonstrates Pythoncode:Python programming.
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beginner
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general
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code_explanation
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Pythoncode:Python
| 0
| 0
| 132
| true
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[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom . import utils\nfrom . import display\nfrom . import save\nfrom . import FFTW\nfrom . import stackregistration\n\n__version__=\"0.2.1\""}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d4b2424c1e77c6c44ed58c02c4ec0dcbec8b6934
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: # Copyright The PyTorch Lightning team. # # 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 typing import Any, Callable, Optional
|
import pangu.core.backend as B from pangu.core.backend import Tensor, tensor from torchmetrics.functional.retrieval.fall_out import retrieval_fall_out from torchmetrics.retrieval.retrieval_metric import RetrievalMetric from torchmetrics.utilities.data import get_group_indexes ... [4 more classdefs truncated] ...
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intermediate
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api
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code_completion
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Pythoncode:Python
| 0
| 0
| 955
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright The PyTorch Lightning team.\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.\nfrom typing import Any, Callable, Optional"}, {"role": "assistant", "content": "\nimport pangu.core.backend as B\nfrom pangu.core.backend import Tensor, tensor\n\nfrom torchmetrics.functional.retrieval.fall_out import retrieval_fall_out\nfrom torchmetrics.retrieval.retrieval_metric import RetrievalMetric\nfrom torchmetrics.utilities.data import get_group_indexes\n\n\n\n ... [4 more classdefs truncated] ..."}]
| false
| null | null | null |
d4b2a9a044269ea09a095573c7237e7f034915c1
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TheStack--python--000.parquet
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Suggest refactoring for this Pythoncode:Python code: import numpy as np import unittest from pydlm.modeler.trends import trend from pydlm.modeler.seasonality import seasonality from pydlm.modeler.builder import builder from pydlm.base.kalmanFilter import kalmanFilter class testKalmanFilter(unittest.TestCase): def setUp(self): self.kf1 = kalmanFilter(discount=[1]) self.kf0 = kalmanFilter(discount=[1e-10]) self.kf11 = kalmanFilter(discount=[1, 1]) self.trend0 = trend(degree=0, discount=1, w=1.0) self.trend0_90 = trend(degree=0, discount=0.9, w=1.0) self.trend0_98 = trend(degree=0, discount=0.98, w=1.0, name='a') self.trend1 = trend(degree=1, discount=1, w=1.0) def testForwardFilter(self): dlm = builder() dlm.add(self.trend0) dlm.initialize() self.kf1.predict(dlm.model) self.assertAlmostEqual(dlm.model.prediction.obs, 0) # the prior on the mean is zero, but observe 1, with # discount = 1, one should expect the filterd mean to be 0.5 self.kf1.forwardFilter(dlm.model, 1) self.assertAlmostEqual(dlm.model.obs, 0.5) self.assertAlmostEqual(dlm.model.prediction.obs, 0) self.assertAlmostEqual(dlm.model.sysVar, 0.375) self.kf1.predict(dlm.model) self.assertAlmostEqual(dlm.model.obs, 0.5) self.assertAlmostEqual(dlm.model.prediction.obs, 0.5) dlm.initialize() self.kf0.predict(dlm.model) self.assertAlmostEqual(dlm.model.prediction.obs, 0) # the prior on the mean is zero, but observe 1, with discount = 0 # one should expect the filtered mean close to 1 self.kf0.forwardFilter(dlm.model, 1) self.assertAlmostEqual(dlm.model.obs[0, 0], 1) self.assertAlmostEqual(dlm.model.prediction.obs[0, 0], 0) self.assertAlmostEqual(dlm.model.sysVar[0, 0], 0.5) self.kf0.predict(dlm.model) self.assertAlmostEqual(dlm.model.obs[0, 0], 1) self.assertAlmostEqual(dlm.model.prediction.obs[0, 0], 1) def testForwardFilterMultiDim(self): dlm = builder() dlm.add(seasonality(period=2, discount=1, w=1.0)) dlm.initialize() self.kf11.forwardFilter(dlm.model, 1) self.assertAlmostEqual(dlm.model.state[0][0, 0], 0.33333333333) self.assertAlmostEqual(dlm.model.state[1][0, 0], -0.33333333333) self.kf11.forwardFilter(dlm.model, -1) self.assertAlmostEqual(dlm.model.state[0][0, 0], -0.5) self.assertAlmostEqual(dlm.model.state[1][0, 0], 0.5) ... [5 more functiondefs truncated] ...
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Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
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advanced
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testing
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refactoring
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Pythoncode:Python
| 3
| 1
| 2,583
| true
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[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np\nimport unittest\n\nfrom pydlm.modeler.trends import trend\nfrom pydlm.modeler.seasonality import seasonality\nfrom pydlm.modeler.builder import builder\nfrom pydlm.base.kalmanFilter import kalmanFilter\n\n\nclass testKalmanFilter(unittest.TestCase):\n\n\n def setUp(self):\n self.kf1 = kalmanFilter(discount=[1])\n self.kf0 = kalmanFilter(discount=[1e-10])\n self.kf11 = kalmanFilter(discount=[1, 1])\n self.trend0 = trend(degree=0, discount=1, w=1.0)\n self.trend0_90 = trend(degree=0, discount=0.9, w=1.0)\n self.trend0_98 = trend(degree=0, discount=0.98, w=1.0, name='a')\n self.trend1 = trend(degree=1, discount=1, w=1.0)\n\n\n def testForwardFilter(self):\n dlm = builder()\n dlm.add(self.trend0)\n dlm.initialize()\n self.kf1.predict(dlm.model)\n self.assertAlmostEqual(dlm.model.prediction.obs, 0)\n\n # the prior on the mean is zero, but observe 1, with\n # discount = 1, one should expect the filterd mean to be 0.5\n self.kf1.forwardFilter(dlm.model, 1)\n self.assertAlmostEqual(dlm.model.obs, 0.5)\n self.assertAlmostEqual(dlm.model.prediction.obs, 0)\n self.assertAlmostEqual(dlm.model.sysVar, 0.375)\n\n self.kf1.predict(dlm.model)\n self.assertAlmostEqual(dlm.model.obs, 0.5)\n self.assertAlmostEqual(dlm.model.prediction.obs, 0.5)\n\n dlm.initialize()\n self.kf0.predict(dlm.model)\n self.assertAlmostEqual(dlm.model.prediction.obs, 0)\n\n # the prior on the mean is zero, but observe 1, with discount = 0\n # one should expect the filtered mean close to 1\n self.kf0.forwardFilter(dlm.model, 1)\n self.assertAlmostEqual(dlm.model.obs[0, 0], 1)\n self.assertAlmostEqual(dlm.model.prediction.obs[0, 0], 0)\n self.assertAlmostEqual(dlm.model.sysVar[0, 0], 0.5)\n\n self.kf0.predict(dlm.model)\n self.assertAlmostEqual(dlm.model.obs[0, 0], 1)\n self.assertAlmostEqual(dlm.model.prediction.obs[0, 0], 1)\n\n\n def testForwardFilterMultiDim(self):\n dlm = builder()\n dlm.add(seasonality(period=2, discount=1, w=1.0))\n dlm.initialize()\n\n self.kf11.forwardFilter(dlm.model, 1)\n self.assertAlmostEqual(dlm.model.state[0][0, 0], 0.33333333333)\n self.assertAlmostEqual(dlm.model.state[1][0, 0], -0.33333333333)\n\n self.kf11.forwardFilter(dlm.model, -1)\n self.assertAlmostEqual(dlm.model.state[0][0, 0], -0.5)\n self.assertAlmostEqual(dlm.model.state[1][0, 0], 0.5)\n\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
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d4b30ff4f1cdba84270695cf02e3415880246ea6
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TheStack--python--000.parquet
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Fill in the in this Pythoncode:Python code: from arcapix.fs.gpfs.policy import PlacementPolicy from arcapix.fs.gpfs.rule import MigrateRule # load placement policy for mmfs1 policy = PlacementPolicy('mmfs1') # create a new migrate rule for 'sata1' r = MigrateRule(source='sata1', threshold=(90, 50)) # Complete this line policy.rules.insert(r, 0) # save changes policy.save()
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The missing line is: # add rule to start of the policy
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intermediate
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api
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 349
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom arcapix.fs.gpfs.policy import PlacementPolicy\nfrom arcapix.fs.gpfs.rule import MigrateRule\n\n# load placement policy for mmfs1\npolicy = PlacementPolicy('mmfs1')\n\n# create a new migrate rule for 'sata1'\nr = MigrateRule(source='sata1', threshold=(90, 50))\n\n # Complete this line\npolicy.rules.insert(r, 0)\n\n# save changes\npolicy.save()"}, {"role": "assistant", "content": "The missing line is:\n# add rule to start of the policy"}]
| false
| null | null | null |
d4b39516d2e47e56ba5e7898643ba4593ea3b27e
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TheStack--python--000.parquet
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Complete this Pythoncode:Python code: #!/usr/bin/env python3 import sys depths = list(map(int, sys.stdin))
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increased = [a > b for (a, b) in zip(depths[1:], depths[:-1])] print(sum(increased))
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beginner
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general
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code_completion
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Pythoncode:Python
| 0
| 0
| 158
| true
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[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/env python3\n\nimport sys\n\ndepths = list(map(int, sys.stdin))"}, {"role": "assistant", "content": "\nincreased = [a > b for (a, b) in zip(depths[1:], depths[:-1])]\n\nprint(sum(increased))"}]
| false
| null | null | null |
d4b440c6e516a3bf9860aad41ef519824e8ea929
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: from flask import Blueprint, request, render_template, \ def requires_admin(f): @wraps(f) def decorated(*args, **kwargs): if 'user_id' not in session: return jsonify(message="Unauthorized", success=False), 401 user_id = session['user_id'] user = User.query.filter(User.id == user_id).first() if(user.user_type != 2): return jsonify(message="Unauthorized", success=False), 401 return f(*args, **kwargs) return decorated mod_paste = Blueprint('paste', __name__) CORS(mod_paste) def is_active(paste): return parser.parse(paste.expire_time) > datetime.now() @mod_paste.route('/create_paste', methods=['GET']) @requires_auth def create_form(): curr_id = session['user_id'] user = User.query.filter(User.id == curr_id).first() return render_template('user.html', username=user.username) @mod_paste.route('/create_paste', methods=['POST']) def create_paste(): title = request.form['title'] text = request.form['text'] paste_type = request.form['type'] if 'user_id' in session: user_id = session['user_id'] else: user = User.query.filter(User.username == 'Guest').first() user_id = user.id lang = request.form['lang'] ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: time_form = request.form['time'] expire_time = str(time_form) add_time = str(datetime.now()) url = str(uuid.uuid4()) report_count = 0
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advanced
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api
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incomplete_code
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Pythoncode:Python
| 6
| 0
| 1,151
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom flask import Blueprint, request, render_template, \\\ndef requires_admin(f):\n\t@wraps(f)\n\tdef decorated(*args, **kwargs):\n\t\tif 'user_id' not in session:\n\t\t\treturn jsonify(message=\"Unauthorized\", success=False), 401\n\t\tuser_id = session['user_id']\n\t\tuser = User.query.filter(User.id == user_id).first()\n\t\tif(user.user_type != 2):\n\t\t\treturn jsonify(message=\"Unauthorized\", success=False), 401\n\t\treturn f(*args, **kwargs)\n\treturn decorated\n\nmod_paste = Blueprint('paste', __name__)\nCORS(mod_paste)\n\n\ndef is_active(paste):\n\treturn parser.parse(paste.expire_time) > datetime.now()\n\n\n@mod_paste.route('/create_paste', methods=['GET'])\n@requires_auth\ndef create_form():\n\tcurr_id = session['user_id']\n\tuser = User.query.filter(User.id == curr_id).first()\n\treturn render_template('user.html', username=user.username)\n\n\n@mod_paste.route('/create_paste', methods=['POST'])\ndef create_paste():\n\ttitle = request.form['title']\n\ttext = request.form['text']\n\tpaste_type = request.form['type']\n\tif 'user_id' in session:\n\t\tuser_id = session['user_id']\n\telse:\n\t\tuser = User.query.filter(User.username == 'Guest').first()\n\t\tuser_id = user.id\n\tlang = request.form['lang']\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\ttime_form = request.form['time']\n\texpire_time = str(time_form)\n\tadd_time = str(datetime.now())\n\turl = str(uuid.uuid4())\n\treport_count = 0"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4b523573d56f337047743520fa550fd29576318
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- coding: utf-8 -*- def send_command(anafi, command_id): """ Function to send commands to an Anafi drone in function of the command id """ if command_id not in COMMANDS: raise f"Command id not in COMMANDS choices: {command_id}" print("The following command will be sent: ", COMMANDS[command_id]) if COMMANDS[command_id] == "move_forward": anafi.move_relative(dx=1, dy=0, dz=0, dradians=0) if COMMANDS[command_id] == "go_down": anafi.move_relative(dx=0, dy=0, dz=-0.5, dradians=0) if COMMANDS[command_id] == "
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 5 • Unterminated string literal at line 17 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 593
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\ndef send_command(anafi, command_id):\n \"\"\"\n Function to send commands to an Anafi drone in function of the command id\n \"\"\"\n if command_id not in COMMANDS:\n raise f\"Command id not in COMMANDS choices: {command_id}\"\n\n print(\"The following command will be sent: \", COMMANDS[command_id])\n\n if COMMANDS[command_id] == \"move_forward\":\n anafi.move_relative(dx=1, dy=0, dz=0, dradians=0)\n if COMMANDS[command_id] == \"go_down\":\n anafi.move_relative(dx=0, dy=0, dz=-0.5, dradians=0)\n if COMMANDS[command_id] == \""}, {"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 5\n \u2022 Unterminated string literal at line 17\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4b56ca40567b39870ee94f1ef850a0b0b2f1d60
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ Classification of pixels in images using color and other features. General pipeline usage: 1. Load and segment images (img_utils.py) 2. Prepare training data (label_image.py) 3. Train classifier or cluster data (sklearn KMeans, MeanShift, SVC, etc.) 4. Predict labels on new image or directory (classify_directory()) 5. Apply classification to 3D points and estimate ground plane orientation (process_pointcloud.py) Project uses the following directory structure: images/ - contains binary files of numpy arrays corresponding to survey images and segmentations labelled/ - contains labelled ground truth images or training data results/ - contains results of classification I store randomly split training and testing images in test/ and train/ directories. Author: Robert Sare E-mail: rmsare@stanford.edu Date: 8 June 2017 """ import numpy as np import matplotlib.pyplot as plt import skimage.color, skimage.io from skimage.segmentation import mark_boundaries from sklearn.svm import SVC from sklearn.cluster import KMeans, MeanShift from sklearn.metrics import confusion_matrix from sklearn.utils import shuffle import os, fnmatch def classify_directory(classifier, test_dir, train_dir='train/'): """ Classify all images in a directory using an arbitrary sklearn classifier. Saves results to results/ directory. """ # XXX: This is here if the classifier needs to be trained from scratch #print("Preparing training data...") #n_samples = 1000 #train_data, train_labels = load_training_images(train_dir, n_samples) # #print("Training classifier...") #classifier = ImageSVC() #classifier.fit(train_data, train_labels) files = os.listdir(test_dir) for f in files: image = skimage.io.imread(f) height, width, depth = image.shape print("Predicting labels for " + f.strip('.JPG') + ".jpg") features = compute_colorxy_features(image) features /= features.max(axis=0) pred_labels = classifier.predict(features) print("Saving predictions for " + f.strip('.JPG') + ".jpg") plt.figure() plt.imshow(image) plt.imshow(pred_labels.reshape((height, width)), alpha=0.5, vmin=0, vmax=2) plt.show(block=False) plt.savefig('results/' + f.strip('.JPG') + '_svm_pred.png') plt.close() np.save('results/' + f.strip('.JPG') + 'svm.npy', pred_labels.reshape((height,width))) def compute_colorxy_features(image): """ Extract and normalize color and pixel location features from image data """ height, width, depth = image.shape colors = skimage.color.rgb2lab(image.reshape((height*width, depth)) X, Y = np.meshgrid(np.arange(height), np.arange(width)) xy = np.hstack([X.reshape((height*width, 1)), Y.reshape((height*width, 1))]) colorxy = np.hstack([xy, colors]) colorxy /= colorxy.max(axis=0) return colorxy def load_ground_truth(filename): ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 1 Unclosed '(' at line 81 - expected ')' Block at line 4 has no indented body Block at line 12 has no indented body SyntaxError: '(' was never closed at line 81 ⚠️ Code quality: Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 40 Unexpected indentation at line 43 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 58 Unexpected indentation at line 61 Unexpected indentation at line 62 Unexpected indentation at line 63 Unexpected indentation at line 64 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 71 Unexpected indentation at line 72 Unexpected indentation at line 73 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 81 Unexpected indentation at line 82 Unexpected indentation at line 83 Unexpected indentation at line 86 Unexpected indentation at line 87 ✨ Improvements: Complete the expression on the last line Add closing quote at line 1 Add closing ')' bracket Review code syntax
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 3
| 0
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\nClassification of pixels in images using color and other features.\n\nGeneral pipeline usage:\n\n1. Load and segment images (img_utils.py)\n2. Prepare training data (label_image.py)\n3. Train classifier or cluster data (sklearn KMeans, MeanShift, SVC, etc.)\n4. Predict labels on new image or directory (classify_directory())\n5. Apply classification to 3D points and estimate ground plane orientation (process_pointcloud.py)\n\nProject uses the following directory structure:\n\n images/ - contains binary files of numpy arrays corresponding to survey images and segmentations\n labelled/ - contains labelled ground truth images or training data\n results/ - contains results of classification\n \nI store randomly split training and testing images in test/ and train/ directories.\n\nAuthor: Robert Sare\nE-mail: rmsare@stanford.edu\nDate: 8 June 2017\n\"\"\"\n\nimport numpy as np\nimport matplotlib.pyplot as plt\n\nimport skimage.color, skimage.io\nfrom skimage.segmentation import mark_boundaries\n\nfrom sklearn.svm import SVC\nfrom sklearn.cluster import KMeans, MeanShift\nfrom sklearn.metrics import confusion_matrix\nfrom sklearn.utils import shuffle\n\nimport os, fnmatch\n\ndef classify_directory(classifier, test_dir, train_dir='train/'):\n \"\"\"\n Classify all images in a directory using an arbitrary sklearn classifier. \n\n Saves results to results/ directory.\n \"\"\"\n\n # XXX: This is here if the classifier needs to be trained from scratch\n #print(\"Preparing training data...\")\n #n_samples = 1000\n #train_data, train_labels = load_training_images(train_dir, n_samples)\n #\n #print(\"Training classifier...\")\n #classifier = ImageSVC()\n #classifier.fit(train_data, train_labels)\n \n files = os.listdir(test_dir)\n\n for f in files:\n image = skimage.io.imread(f)\n height, width, depth = image.shape\n\n print(\"Predicting labels for \" + f.strip('.JPG') + \".jpg\")\n features = compute_colorxy_features(image) \n features /= features.max(axis=0)\n pred_labels = classifier.predict(features)\n \n \n print(\"Saving predictions for \" + f.strip('.JPG') + \".jpg\")\n plt.figure()\n plt.imshow(image)\n plt.imshow(pred_labels.reshape((height, width)), alpha=0.5, vmin=0, vmax=2)\n plt.show(block=False)\n plt.savefig('results/' + f.strip('.JPG') + '_svm_pred.png')\n plt.close()\n np.save('results/' + f.strip('.JPG') + 'svm.npy', pred_labels.reshape((height,width)))\n\ndef compute_colorxy_features(image):\n \"\"\"\n Extract and normalize color and pixel location features from image data\n \"\"\"\n\n height, width, depth = image.shape\n colors = skimage.color.rgb2lab(image.reshape((height*width, depth))\n X, Y = np.meshgrid(np.arange(height), np.arange(width))\n xy = np.hstack([X.reshape((height*width, 1)), Y.reshape((height*width, 1))])\n\n colorxy = np.hstack([xy, colors])\n colorxy /= colorxy.max(axis=0)\n \n return colorxy \n\ndef load_ground_truth(filename):\n \n\n ... [code truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 1\n Unclosed '(' at line 81 - expected ')'\n Block at line 4 has no indented body\n Block at line 12 has no indented body\n SyntaxError: '(' was never closed at line 81\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 40\n Unexpected indentation at line 43\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 58\n Unexpected indentation at line 61\n Unexpected indentation at line 62\n Unexpected indentation at line 63\n Unexpected indentation at line 64\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 71\n Unexpected indentation at line 72\n Unexpected indentation at line 73\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 81\n Unexpected indentation at line 82\n Unexpected indentation at line 83\n Unexpected indentation at line 86\n Unexpected indentation at line 87\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 1\n Add closing ')' bracket\n Review code syntax"}]
| false
| null | null | null |
d4b5c94f17a9cee798f64b657926900668bb67f6
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from allennlp.common import JsonDict from allennlp.data import DatasetReader, Instance from allennlp.models import Model from allennlp.predictors import Predictor from overrides import overrides @Predictor.register("sentence_classifier") class SentenceClassifierPredictor(Predictor): def predict(self, sentence: str) -> JsonDict: return self.predict_json({"sentence": sentence}) @overrides def _json_to_instance(self, json_dict: JsonDict) -> Instance: sentence = json_dict["sentence"] return self._dataset_reader.text_to_instance(sentence)
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 16 💡 Suggestions: Add docstring to class 'SentenceClassifierPredictor'
|
advanced
|
machine_learning
|
debugging
|
Pythoncode:Python
| 2
| 1
| 579
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom allennlp.common import JsonDict\nfrom allennlp.data import DatasetReader, Instance\nfrom allennlp.models import Model\nfrom allennlp.predictors import Predictor\nfrom overrides import overrides\n\n\n@Predictor.register(\"sentence_classifier\")\nclass SentenceClassifierPredictor(Predictor):\n def predict(self, sentence: str) -> JsonDict:\n return self.predict_json({\"sentence\": sentence})\n\n @overrides\n def _json_to_instance(self, json_dict: JsonDict) -> Instance:\n sentence = json_dict[\"sentence\"]\n return self._dataset_reader.text_to_instance(sentence)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'SentenceClassifierPredictor'"}]
| false
| null | null | null |
d4b78df5fd076f594376f0529e58415b66407a89
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Created on Sep 7, 2020 # author: Hosein Hadipour # contact: hsn.hadipour@gmail.com
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
beginner
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 85
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Created on Sep 7, 2020\n# author: Hosein Hadipour\n# contact: hsn.hadipour@gmail.com"}, {"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
|
d4b832afc1a419832477a3ad699f701ea5d77522
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import pytest from bmipy import Bmi class EmptyBmi(Bmi): def __init__(self): pass def initialize(self, config_file): pass def update(self): pass def update_until(self, then): pass def finalize(self): pass def get_var_type(self, var_name): pass def get_var_units(self, var_name): pass def get_var_nbytes(self, var_name): pass def get_var_itemsize(self, name): pass def get_var_location(self, name): pass def get_var_grid(self, var_name): pass def get_grid_rank(self, grid_id): pass def get_grid_size(self, grid_id): pass def get_value_ptr(self, var_name): pass def get_value(self, var_name): pass def get_value_at_indices(self, var_name, indices): pass def set_value(self, var_name, src): pass def set_value_at_indices(self, var_name, src, indices): pass def get_component_name(self): pass def get_input_item_count(self): pass def get_output_item_count(self): pass def get_input_var_names(self): pass def get_output_var_names(self): pass def get_grid_shape(self, grid_id): pass def get_grid_spacing(self, grid_id): pass def get_grid_origin(self, grid_id): pass def get_grid_type(self, grid_id): pass def get_start_time(self): pass def get_end_time(self): pass def get_current_time(self): pass def get_time_step(self): pass def get_time_units(self): pass def get_grid_edge_count(self, grid): pass def get_grid_edge_nodes(self, grid, edge_nodes): pass def get_grid_face_count(self, grid): pass def get_grid_face_nodes(self, grid, face_nodes): pass def get_grid_face_edges(self, grid, face_edges): pass def get_grid_node_count(self, grid): pass def get_grid_nodes_per_face(self, grid, nodes_per_face): pass def get_grid_x(self, grid, x): pass def get_grid_y(self, grid, y): pass def get_grid_z(self, grid, z): pass def test_bmi_not_implemented(): class MyBmi(Bmi): pass with pytest.raises(TypeError): Bmi() def test_bmi_implemented(): assert isinstance(EmptyBmi(), Bmi)
|
Code Review: ✨ Improvements: Add docstring to class 'EmptyBmi' Add docstring to class 'MyBmi' Code looks good! Consider edge cases Add comprehensive tests
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 44
| 2
| 2,447
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport pytest\n\nfrom bmipy import Bmi\n\n\nclass EmptyBmi(Bmi):\n def __init__(self):\n pass\n\n def initialize(self, config_file):\n pass\n\n def update(self):\n pass\n\n def update_until(self, then):\n pass\n\n def finalize(self):\n pass\n\n def get_var_type(self, var_name):\n pass\n\n def get_var_units(self, var_name):\n pass\n\n def get_var_nbytes(self, var_name):\n pass\n\n def get_var_itemsize(self, name):\n pass\n\n def get_var_location(self, name):\n pass\n\n def get_var_grid(self, var_name):\n pass\n\n def get_grid_rank(self, grid_id):\n pass\n\n def get_grid_size(self, grid_id):\n pass\n\n def get_value_ptr(self, var_name):\n pass\n\n def get_value(self, var_name):\n pass\n\n def get_value_at_indices(self, var_name, indices):\n pass\n\n def set_value(self, var_name, src):\n pass\n\n def set_value_at_indices(self, var_name, src, indices):\n pass\n\n def get_component_name(self):\n pass\n\n def get_input_item_count(self):\n pass\n\n def get_output_item_count(self):\n pass\n\n def get_input_var_names(self):\n pass\n\n def get_output_var_names(self):\n pass\n\n def get_grid_shape(self, grid_id):\n pass\n\n def get_grid_spacing(self, grid_id):\n pass\n\n def get_grid_origin(self, grid_id):\n pass\n\n def get_grid_type(self, grid_id):\n pass\n\n def get_start_time(self):\n pass\n\n def get_end_time(self):\n pass\n\n def get_current_time(self):\n pass\n\n def get_time_step(self):\n pass\n\n def get_time_units(self):\n pass\n\n def get_grid_edge_count(self, grid):\n pass\n\n def get_grid_edge_nodes(self, grid, edge_nodes):\n pass\n\n def get_grid_face_count(self, grid):\n pass\n\n def get_grid_face_nodes(self, grid, face_nodes):\n pass\n\n def get_grid_face_edges(self, grid, face_edges):\n pass\n\n def get_grid_node_count(self, grid):\n pass\n\n def get_grid_nodes_per_face(self, grid, nodes_per_face):\n pass\n\n def get_grid_x(self, grid, x):\n pass\n\n def get_grid_y(self, grid, y):\n pass\n\n def get_grid_z(self, grid, z):\n pass\n\n\ndef test_bmi_not_implemented():\n class MyBmi(Bmi):\n pass\n\n with pytest.raises(TypeError):\n Bmi()\n\n\ndef test_bmi_implemented():\n assert isinstance(EmptyBmi(), Bmi)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u2728 Improvements:\n Add docstring to class 'EmptyBmi'\n Add docstring to class 'MyBmi'\n\n Code looks good!\n Consider edge cases\n Add comprehensive tests"}]
| false
| null | null | null |
d4bad788e453eaffecc4387f4afebe5f25e9867c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from scrapy_compose.utils.context import realize from .field import FuncField as BaseField class StringField( BaseField ): process_timing = [ "post_pack" ] def __init__( self, key = None, value = None, selector = None, **kwargs ): #unify value format if isinstance( value, str ): value = { "_type": "string", "value": value } ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: super( StringField, self ).__init__( key = key, value = value, selector = selector, **kwargs ) def make_field( self, selector, key = None, value = None, **kwargs ): return { realize( selector, key ): self.post_pack( realize( selector, value ) ) }
|
advanced
|
database
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 338
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\nfrom scrapy_compose.utils.context import realize\nfrom .field import FuncField as BaseField\n\nclass StringField( BaseField ):\n\n\tprocess_timing = [ \"post_pack\" ]\n\n\tdef __init__( self, key = None, value = None, selector = None, **kwargs ):\n\t\t#unify value format\n\t\tif isinstance( value, str ):\n\t\t\tvalue = { \"_type\": \"string\", \"value\": value }\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n\t\tsuper( StringField, self ).__init__( key = key, value = value, selector = selector, **kwargs )\n\n\tdef make_field( self, selector, key = None, value = None, **kwargs ):\n\t\treturn { realize( selector, key ): self.post_pack( realize( selector, value ) ) }"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
d4bc5b3a862989ca34a4883d8781d87ac17bd277
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import urllib.request import json from .models import News # Getting api key api_key = None # Getting the movie base url base_url = None def configure_request(app): global api_key,base_url api_key = app.config['NEWS_API_KEY'] base_url = app.config['NEWS_API_BASE_URL'] def get_news_source(country,category): ''' Function that gets the json response to our url request ''' get_news_source_url = base_url.format(country,category,api_key) with urllib.request.urlopen(get_news_source_url)as url: get_news_source_data = url.read() get_news_source_response = json.loads(get_news_source_data) print(get_news_source_response) source_result = None if get_news_source_response['articles']: source_result_list = get_news_source_response['articles'] source_result = process_result(source_result_list) return source_result def process_result(source_list): ''' this function processes the results and converts them into a list the source list is a list of dictionaries containing news results ''' source_result= [] for source_item in source_list: source = source_item.get('source') author = source_item.get('author') title = source_item.get('title') description = source_item.get('description') url = source_item.get('url')
|
urlToImage = source_item.get('urlToImage') publishedAt = source_item.get('publishedAt') if urlToImage: source_object = News(source,author,title,description,url,urlToImage,publishedAt) source_result.append(source_object) return source_result def get_news(source): get_news_details_url = base_url.format(source,api_key) with urllib.request.urlopen(get_news_details_url) as url: news_details_data = url.read() news_details_response = json.loads(news_details_data) news_object = None if news_details_response: source = news_details_response.get('source') author = news_details_response.get('original_author') title = news_details_response.get('title') description = news_details_response.get('description') url = news_details_response.get('url') urlToImage = news_details_response.get('urlToImage') news_object = news(source,author,title,description,url,urlToImage,publishedAt) return news_object
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 4
| 0
| 2,449
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport urllib.request\nimport json\nfrom .models import News\n# Getting api key\napi_key = None\n# Getting the movie base url\nbase_url = None\n\ndef configure_request(app):\n global api_key,base_url\n api_key = app.config['NEWS_API_KEY']\n base_url = app.config['NEWS_API_BASE_URL']\n\ndef get_news_source(country,category):\n '''\n Function that gets the json response to our url request\n '''\n get_news_source_url = base_url.format(country,category,api_key)\n\n with urllib.request.urlopen(get_news_source_url)as url:\n get_news_source_data = url.read()\n get_news_source_response = json.loads(get_news_source_data)\n print(get_news_source_response)\n source_result = None\n\n if get_news_source_response['articles']:\n source_result_list = get_news_source_response['articles']\n source_result = process_result(source_result_list)\n\n return source_result\n\ndef process_result(source_list):\n '''\n this function processes the results and converts them into a list\n the source list is a list of dictionaries containing news results\n '''\n source_result= []\n\n for source_item in source_list:\n source = source_item.get('source')\n author = source_item.get('author')\n title = source_item.get('title')\n description = source_item.get('description')\n url = source_item.get('url')"}, {"role": "assistant", "content": "\n urlToImage = source_item.get('urlToImage')\n publishedAt = source_item.get('publishedAt')\n\n if urlToImage:\n source_object = News(source,author,title,description,url,urlToImage,publishedAt)\n source_result.append(source_object)\n\n return source_result\n\n\ndef get_news(source):\n get_news_details_url = base_url.format(source,api_key)\n\n with urllib.request.urlopen(get_news_details_url) as url:\n news_details_data = url.read()\n news_details_response = json.loads(news_details_data)\n\n news_object = None\n if news_details_response:\n source = news_details_response.get('source')\n author = news_details_response.get('original_author')\n title = news_details_response.get('title')\n description = news_details_response.get('description')\n url = news_details_response.get('url')\n urlToImage = news_details_response.get('urlToImage')\n\n news_object = news(source,author,title,description,url,urlToImage,publishedAt)\n\n return news_object"}]
| false
| null | null | null |
d4bc84fe21a49ee4da04551b3e65cc3308167280
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np from hypernet.src.general import const from hypernet.src.general import utils from hypernet.src.thermophysicalModels.reactionThermo.mixture import Basic class MultiComponent(Basic): # Initialization ########################################################################### def __init__( self, specieThermos, *args, **kwargs ): super(MultiComponent, self).__init__(specieThermos) # Methods ########################################################################### # Mixture properties ------------------------------------------------------ def update(self, XY, var='Y'): # Update mass/molar fractions for name, value in XY.items(): value = utils.check_XY(utils.convert_to_array(value)) setattr(self.spTh[name].specie, var, value) # Update mixture/species properties self.M = self.M_(var=var) if var == 'Y': self.Xi_() elif var == 'X': self.Yi_() self.R = self.R_() # Mixture properties ------------------------------------------------------ # Mass def M_(self, var='Y'): # [kg/mol] if var == 'Y': M = [spTh.specie.Y / spTh.specie.M for spTh in self.spTh.values()] return 1./np.sum(np.concatenate(M)) elif var == 'X': M = [spTh.specie.X * spTh.specie.M for spTh in self.spTh.values()] return np.sum(np.concatenate(M)) # Specific gas constant def R_(self): R = [spTh.specie.Y * spTh.specie.R for spTh in self.spTh.values()] return np.sum(np.concatenate(R)) # Pressure def p_(self, rho, T): return rho*self.R*T # Density def rho_(self, p, T): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: return p/(self.R*T) # Number density def n_(self, rho): self.ni_(rho=rho, var='Y')
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advanced
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machine_learning
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incomplete_code
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Pythoncode:Python
| 12
| 1
| 1,778
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\n\nfrom hypernet.src.general import const\nfrom hypernet.src.general import utils\nfrom hypernet.src.thermophysicalModels.reactionThermo.mixture import Basic\n\n\nclass MultiComponent(Basic):\n\n # Initialization\n ###########################################################################\n def __init__(\n self,\n specieThermos,\n *args,\n **kwargs\n ):\n super(MultiComponent, self).__init__(specieThermos)\n\n # Methods\n ###########################################################################\n # Mixture properties ------------------------------------------------------\n def update(self, XY, var='Y'):\n # Update mass/molar fractions\n for name, value in XY.items():\n value = utils.check_XY(utils.convert_to_array(value))\n setattr(self.spTh[name].specie, var, value)\n # Update mixture/species properties\n self.M = self.M_(var=var)\n if var == 'Y':\n self.Xi_()\n elif var == 'X':\n self.Yi_()\n self.R = self.R_()\n\n # Mixture properties ------------------------------------------------------\n # Mass\n def M_(self, var='Y'):\n # [kg/mol]\n if var == 'Y':\n M = [spTh.specie.Y / spTh.specie.M for spTh in self.spTh.values()]\n return 1./np.sum(np.concatenate(M))\n elif var == 'X':\n M = [spTh.specie.X * spTh.specie.M for spTh in self.spTh.values()]\n return np.sum(np.concatenate(M))\n\n # Specific gas constant\n def R_(self):\n R = [spTh.specie.Y * spTh.specie.R for spTh in self.spTh.values()]\n return np.sum(np.concatenate(R))\n\n # Pressure\n def p_(self, rho, T):\n return rho*self.R*T\n\n # Density\n def rho_(self, p, T):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n return p/(self.R*T)\n\n # Number density\n def n_(self, rho):\n self.ni_(rho=rho, var='Y')"}]
| true
|
syntax
|
HARD_CUT
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CRITICAL
|
d4bca411ec322bf0d2f4684e172c03b2076797b4
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.db import models from django.urls import reverse from datetime import date from django.contrib.auth.models import User #! 1 - Import user models MEALS = ( ('B', 'Breakfast'), ('L', 'Lunch'), ('D', 'Dinner') ) class Toy(models.Model): name = models.CharField(max_length=50) color = models.CharField(max_length=20) def __str__(self): return self.name def get_absolute_url(self): return reverse('toys_detail', kwargs={'pk': self.id}) class Cat(models.Model): name = models.CharField(max_length=100) breed = models.CharField(max_length=100) description = models.TextField(max_length=250) age = models.IntegerField() toys = models.ManyToManyField(Toy) user = models.ForeignKey(User, on_delete=models.CASCADE) #+ 1.1 - Add user as ForeignKey (URL mapping, we use this to point to our class based views) def __str__(self): return self.name def get_absolute_url(self): return reverse('detail', kwargs={'cat_id': self.id}) def fed_for_today(self): return self.feeding_set.filter(date=date.today()).count() >= len(MEALS) class Feeding(models.Model): date = models.DateField('feeding date') meal = models.CharField( max_length=1, choices=MEALS, default=MEALS[0][0] ) cat = models.ForeignKey(Cat, on_delete=models.CASCADE) def __str__(self): # Nice method for obtaining the friendly value of a Field.choice return f"{self.get_meal_display()} on {self.date}" # change the default sort class Meta: ordering = ['-date'] class Photo(models.Model): url = models.CharField(max_length=200) cat = models.ForeignKey(Cat, on_delete=models.CASCADE) def __str__(self): return f"Photo for cat_id: {self.cat_id} @{self.url}"
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 14 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 41 Unexpected indentation at line 42 Unexpected indentation at line 43 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 50 Unexpected indentation at line 53 Unexpected indentation at line 58 ✨ Improvements: Add docstring to class 'Toy' Add docstring to class 'Cat' Add docstring to class 'Feeding' Add docstring to class 'Photo' Add docstring to class 'Meta' Line 28 too long (160 chars) - break into multiple lines
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advanced
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ui
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code_review
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Pythoncode:Python
| 7
| 5
| 1,760
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.db import models\nfrom django.urls import reverse\nfrom datetime import date\nfrom django.contrib.auth.models import User #! 1 - Import user models\n\nMEALS = (\n ('B', 'Breakfast'),\n ('L', 'Lunch'),\n ('D', 'Dinner')\n)\n\nclass Toy(models.Model):\n name = models.CharField(max_length=50)\n color = models.CharField(max_length=20)\n\n def __str__(self):\n return self.name\n\n def get_absolute_url(self):\n return reverse('toys_detail', kwargs={'pk': self.id})\n\nclass Cat(models.Model):\n name = models.CharField(max_length=100)\n breed = models.CharField(max_length=100)\n description = models.TextField(max_length=250)\n age = models.IntegerField()\n toys = models.ManyToManyField(Toy)\n user = models.ForeignKey(User, on_delete=models.CASCADE) #+ 1.1 - Add user as ForeignKey (URL mapping, we use this to point to our class based views)\n\n def __str__(self):\n return self.name\n\n def get_absolute_url(self):\n return reverse('detail', kwargs={'cat_id': self.id})\n\n def fed_for_today(self):\n return self.feeding_set.filter(date=date.today()).count() >= len(MEALS)\n\nclass Feeding(models.Model):\n date = models.DateField('feeding date')\n meal = models.CharField(\n max_length=1,\n choices=MEALS,\n default=MEALS[0][0]\n )\n cat = models.ForeignKey(Cat, on_delete=models.CASCADE)\n\n def __str__(self):\n # Nice method for obtaining the friendly value of a Field.choice\n return f\"{self.get_meal_display()} on {self.date}\"\n\n # change the default sort\n class Meta:\n ordering = ['-date']\n\nclass Photo(models.Model):\n url = models.CharField(max_length=200)\n cat = models.ForeignKey(Cat, on_delete=models.CASCADE)\n\n def __str__(self):\n return f\"Photo for cat_id: {self.cat_id} @{self.url}\""}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 14\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 41\n Unexpected indentation at line 42\n Unexpected indentation at line 43\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 50\n Unexpected indentation at line 53\n Unexpected indentation at line 58\n\n\u2728 Improvements:\n Add docstring to class 'Toy'\n Add docstring to class 'Cat'\n Add docstring to class 'Feeding'\n Add docstring to class 'Photo'\n Add docstring to class 'Meta'\n Line 28 too long (160 chars) - break into multiple lines"}]
| false
| null | null | null |
d4bd39d2862e151f45c3d33b0cd79ef62c908dbf
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import play import behavior import main import robocup import constants import time import math ## This isn't a real play, but it's pretty useful # Turn it on and we'll draw the window evaluator stuff on-screen from the ball to our goal # Complete this line def __init__(self): super().__init__(continuous=True) self.add_transition(behavior.Behavior.State.start, behavior.Behavior.State.running, lambda: True, 'immediately') def execute_running(self): win_eval = robocup.WindowEvaluator(main.context()) win_eval.debug = True windows, best = win_eval.eval_pt_to_our_goal(main.ball().pos)
|
The missing line is: class DebugWindowEvaluator(play.Play):
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advanced
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machine_learning
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fill_in_the_blank
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Pythoncode:Python
| 2
| 1
| 713
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport play\nimport behavior\nimport main\nimport robocup\nimport constants\nimport time\nimport math\n\n\n## This isn't a real play, but it's pretty useful\n# Turn it on and we'll draw the window evaluator stuff on-screen from the ball to our goal\n # Complete this line\n def __init__(self):\n super().__init__(continuous=True)\n\n self.add_transition(behavior.Behavior.State.start,\n behavior.Behavior.State.running, lambda: True,\n 'immediately')\n\n def execute_running(self):\n win_eval = robocup.WindowEvaluator(main.context())\n win_eval.debug = True\n windows, best = win_eval.eval_pt_to_our_goal(main.ball().pos)"}, {"role": "assistant", "content": "The missing line is:\nclass DebugWindowEvaluator(play.Play):"}]
| false
| null | null | null |
d4be731c2fefcf29455273684888ea746824bba4
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from ...imports import * def stringify_metallicity(Z): """ Convert a metallicity into a PHOENIX-style string. Parameters ---------- Z : float [Fe/H]-style metallicity (= 0.0 for solar) """ if Z <= 0: return "-{:03.1f}".format(np.abs(Z)) else: return "+{:03.1f}".format(Z)
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Code Review: ❌ Critical issues: Unterminated string literal at line 5 ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 Unexpected indentation at line 15 Avoid 'import *' at line 1 - import specific names ✨ Improvements: Add closing quote at line 5
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intermediate
|
database
|
code_review
|
Pythoncode:Python
| 1
| 0
| 331
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom ...imports import *\n\n\ndef stringify_metallicity(Z):\n \"\"\"\n Convert a metallicity into a PHOENIX-style string.\n\n Parameters\n ----------\n Z : float\n [Fe/H]-style metallicity (= 0.0 for solar)\n \"\"\"\n if Z <= 0:\n return \"-{:03.1f}\".format(np.abs(Z))\n else:\n return \"+{:03.1f}\".format(Z)"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 5\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n Unexpected indentation at line 15\n Avoid 'import *' at line 1 - import specific names\n\n\u2728 Improvements:\n Add closing quote at line 5"}]
| false
| null | null | null |
d4bf375fc83f7c0bd614c1589d9466c6217e84ec
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: # -*- coding: utf-8 -*- class Transaction(object): def __init__(self, **kwargs): self._completed_at = kwargs.get('completed_at') self._type = kwargs.get('type') self._symbol = kwargs.get('symbol') self._price = kwargs.get('price') self._amount = kwargs.get('amount') def __eq__(self, other): if self.completed_at != other.completed_at: return False if self.type != other.type: return False if self.symbol != other.symbol: return False if self.price != other.price: return False if self.amount != other.amount: return False return True def get_cn_type(self): return u'买入' if self.type == 'BUY' else u'卖出' @property def completed_at(self): return self._completed_at @completed_at.setter def completed_at(self, value): self._completed_at = value @property def type(self): return self._type @type.setter def type(self, value): self._type = value @property def symbol(self): return self._symbol @symbol.setter def symbol(self, value): self._symbol = value @property def price(self): return self._price @price.setter def price(self, value): self._price = value @property def amount(self): return self._amount @amount.setter def amount(self, value): self._amount = value
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Code Review: ⚠️ Code quality: Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 19 Unexpected indentation at line 21 Unexpected indentation at line 23 Unexpected indentation at line 29 Unexpected indentation at line 33 Unexpected indentation at line 37 Unexpected indentation at line 41 Unexpected indentation at line 45 Unexpected indentation at line 49 Unexpected indentation at line 53 Unexpected indentation at line 57 Unexpected indentation at line 61 Unexpected indentation at line 65 ✨ Improvements: Add docstring to class 'Transaction' Add docstring to function '__init__' Add docstring to function '__eq__'
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advanced
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oop
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code_review
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Pythoncode:Python
| 13
| 1
| 1,506
| false
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[{"role": "user", "content": "Review this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n\nclass Transaction(object):\n def __init__(self, **kwargs):\n self._completed_at = kwargs.get('completed_at')\n self._type = kwargs.get('type')\n self._symbol = kwargs.get('symbol')\n self._price = kwargs.get('price')\n self._amount = kwargs.get('amount')\n\n def __eq__(self, other):\n if self.completed_at != other.completed_at:\n return False\n if self.type != other.type:\n return False\n if self.symbol != other.symbol:\n return False\n if self.price != other.price:\n return False\n if self.amount != other.amount:\n return False\n return True\n\n def get_cn_type(self):\n return u'\u4e70\u5165' if self.type == 'BUY' else u'\u5356\u51fa'\n\n @property\n def completed_at(self):\n return self._completed_at\n\n @completed_at.setter\n def completed_at(self, value):\n self._completed_at = value\n\n @property\n def type(self):\n return self._type\n\n @type.setter\n def type(self, value):\n self._type = value\n\n @property\n def symbol(self):\n return self._symbol\n\n @symbol.setter\n def symbol(self, value):\n self._symbol = value\n\n @property\n def price(self):\n return self._price\n\n @price.setter\n def price(self, value):\n self._price = value\n\n @property\n def amount(self):\n return self._amount\n\n @amount.setter\n def amount(self, value):\n self._amount = value"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 19\n Unexpected indentation at line 21\n Unexpected indentation at line 23\n Unexpected indentation at line 29\n Unexpected indentation at line 33\n Unexpected indentation at line 37\n Unexpected indentation at line 41\n Unexpected indentation at line 45\n Unexpected indentation at line 49\n Unexpected indentation at line 53\n Unexpected indentation at line 57\n Unexpected indentation at line 61\n Unexpected indentation at line 65\n\n\u2728 Improvements:\n Add docstring to class 'Transaction'\n Add docstring to function '__init__'\n Add docstring to function '__eq__'"}]
| false
| null | null | null |
d4bffb102dcb1752fbd5cc9d9f62656784042e5e
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Copyright 2018 The TensorFlow Probability Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================ from __future__ import absolute_import from __future__ import division from __future__ import print_function # Dependency imports import numpy as np from scipy import stats as sp_stats import tensorflow.compat.v2 as tf import tensorflow_probability as tfp from tensorflow_probability.python.internal import samplers from tensorflow_probability.python.internal import test_util class LaplaceTest(test_util.TestCase): def testLaplaceShape(self): loc = tf.constant([3.0] * 5) scale = tf.constant(11.0) laplace = tfd.Laplace(loc=loc, scale=scale, validate_args=True)
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self.assertEqual(self.evaluate(laplace.batch_shape_tensor()), (5,)) self.assertEqual(laplace.batch_shape, tf.TensorShape([5])) self.assertAllEqual(self.evaluate(laplace.event_shape_tensor()), []) self.assertEqual(laplace.event_shape, tf.TensorShape([])) def testLaplaceLogPDF(self): batch_size = 6 loc = tf.constant([2.0] * batch_size) scale = tf.constant([3.0] * batch_size) loc_v = 2.0 scale_v = 3.0 x = np.array([2.5, 2.5, 4.0, 0.1, 1.0, 2.0], dtype=np.float32) laplace = tfd.Laplace(loc=loc, scale=scale, validate_args=True) log_pdf = laplace.log_prob(x) self.assertEqual(log_pdf.shape, (6,)) expected_log_pdf = sp_stats.laplace.logpdf(x, loc_v, scale=scale_v) self.assertAllClose(self.evaluate(log_pdf), expected_log_pdf) pdf = laplace.prob(x) self.assertEqual(pdf.shape, (6,)) self.assertAllClose(self.evaluate(pdf), np.exp(expected_log_pdf)) ... [22 more functiondefs truncated] ...
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advanced
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testing
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code_completion
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Pythoncode:Python
| 2
| 1
| 2,237
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Copyright 2018 The TensorFlow Probability Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n# ============================================================================\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\n\n# Dependency imports\nimport numpy as np\nfrom scipy import stats as sp_stats\n\nimport tensorflow.compat.v2 as tf\nimport tensorflow_probability as tfp\n\nfrom tensorflow_probability.python.internal import samplers\nfrom tensorflow_probability.python.internal import test_util\n\n\nclass LaplaceTest(test_util.TestCase):\n\n def testLaplaceShape(self):\n loc = tf.constant([3.0] * 5)\n scale = tf.constant(11.0)\n laplace = tfd.Laplace(loc=loc, scale=scale, validate_args=True)"}, {"role": "assistant", "content": "\n\n self.assertEqual(self.evaluate(laplace.batch_shape_tensor()), (5,))\n self.assertEqual(laplace.batch_shape, tf.TensorShape([5]))\n self.assertAllEqual(self.evaluate(laplace.event_shape_tensor()), [])\n self.assertEqual(laplace.event_shape, tf.TensorShape([]))\n\n def testLaplaceLogPDF(self):\n batch_size = 6\n loc = tf.constant([2.0] * batch_size)\n scale = tf.constant([3.0] * batch_size)\n loc_v = 2.0\n scale_v = 3.0\n x = np.array([2.5, 2.5, 4.0, 0.1, 1.0, 2.0], dtype=np.float32)\n laplace = tfd.Laplace(loc=loc, scale=scale, validate_args=True)\n log_pdf = laplace.log_prob(x)\n self.assertEqual(log_pdf.shape, (6,))\n expected_log_pdf = sp_stats.laplace.logpdf(x, loc_v, scale=scale_v)\n self.assertAllClose(self.evaluate(log_pdf), expected_log_pdf)\n\n pdf = laplace.prob(x)\n self.assertEqual(pdf.shape, (6,))\n self.assertAllClose(self.evaluate(pdf), np.exp(expected_log_pdf))\n\n\n ... [22 more functiondefs truncated] ..."}]
| false
| null | null | null |
d4c06417dd5e89491398d91b568c1842895c3961
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: import dash from flask import Flask from flask.helpers import get_root_path from flask_login import login_required from flask_wtf.csrf import CSRFProtect from flask_admin import Admin, BaseView, expose from flask_admin.contrib.sqla import ModelView from datetime import datetime from dateutil import parser import pytz from pytz import timezone from config import BaseConfig def create_app(): from app.models import Blog, User, MyModelView, Contact from app.extensions import db from app.dashapp1.layout import layout as layout_1 from app.dashapp1.callbacks import register_callbacks as register_callbacks_1 #from app.dashapp2.layout import layout as layout_2 #from app.dashapp2.callbacks import register_callbacks as register_callbacks_2 from app.dashapp3.layout import layout as layout_3 from app.dashapp3.callbacks import register_callbacks as register_callbacks_3 server = Flask(__name__) server.config.from_object(BaseConfig) csrf.init_app(server) csrf._exempt_views.add('dash.dash.dispatch') admin = Admin(server) admin.add_view(MyModelView(User, db.session)) admin.add_view
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Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
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intermediate
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database
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error_detection
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Pythoncode:Python
| 4
| 0
| 1,145
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport dash\nfrom flask import Flask\nfrom flask.helpers import get_root_path\nfrom flask_login import login_required\nfrom flask_wtf.csrf import CSRFProtect\nfrom flask_admin import Admin, BaseView, expose\nfrom flask_admin.contrib.sqla import ModelView\nfrom datetime import datetime\nfrom dateutil import parser\nimport pytz\nfrom pytz import timezone\n\n\nfrom config import BaseConfig\n\ndef create_app():\n from app.models import Blog, User, MyModelView, Contact\n from app.extensions import db\n from app.dashapp1.layout import layout as layout_1\n from app.dashapp1.callbacks import register_callbacks as register_callbacks_1\n #from app.dashapp2.layout import layout as layout_2\n #from app.dashapp2.callbacks import register_callbacks as register_callbacks_2\n from app.dashapp3.layout import layout as layout_3\n from app.dashapp3.callbacks import register_callbacks as register_callbacks_3\n\n server = Flask(__name__)\n server.config.from_object(BaseConfig)\n csrf.init_app(server)\n csrf._exempt_views.add('dash.dash.dispatch')\n\n admin = Admin(server)\n admin.add_view(MyModelView(User, db.session))\n admin.add_view"}, {"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
|
d4c0845bc0b80a14fbe5e783d9ed64b00db19bce
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from __future__ import print_function from scipy.linalg import block_diag from scipy.stats import norm as ndist from scipy.interpolate import interp1d import collections import numpy as np from numpy import log from numpy.linalg import norm, qr, inv, eig import pandas as pd import regreg.api as rr from .randomization import randomization from ..base import restricted_estimator from ..algorithms.barrier_affine import solve_barrier_affine_py as solver from ..distributions.discrete_family import discrete_family class group_lasso(object): def __init__(self, loglike, groups, weights, ridge_term, randomizer, use_lasso=True, # should lasso solver be used where applicable - defaults to True perturb=None): _check_groups(groups) # make sure groups looks sensible # log likelihood : quadratic loss self.loglike = loglike self.nfeature = self.loglike.shape[0] # ridge parameter
|
self.ridge_term = ridge_term # group lasso penalty (from regreg) # use regular lasso penalty if all groups are size 1 if use_lasso and groups.size == np.unique(groups).size: # need to provide weights an an np.array rather than a dictionary weights_np = np.array([w[1] for w in sorted(weights.items())]) self.penalty = rr.weighted_l1norm(weights=weights_np, lagrange=1.) else: self.penalty = rr.group_lasso(groups, weights=weights, lagrange=1.) # store groups as a class variable since the non-group lasso doesn't self.groups = groups self._initial_omega = perturb # gaussian randomization self.randomizer = randomizer ... [23 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 1,977
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom __future__ import print_function\nfrom scipy.linalg import block_diag\nfrom scipy.stats import norm as ndist\nfrom scipy.interpolate import interp1d\n\nimport collections\nimport numpy as np\nfrom numpy import log\nfrom numpy.linalg import norm, qr, inv, eig\nimport pandas as pd\n\nimport regreg.api as rr\nfrom .randomization import randomization\nfrom ..base import restricted_estimator\nfrom ..algorithms.barrier_affine import solve_barrier_affine_py as solver\nfrom ..distributions.discrete_family import discrete_family\n\nclass group_lasso(object):\n\n def __init__(self,\n loglike,\n groups,\n weights,\n ridge_term,\n randomizer,\n use_lasso=True, # should lasso solver be used where applicable - defaults to True\n perturb=None):\n\n _check_groups(groups) # make sure groups looks sensible\n\n # log likelihood : quadratic loss\n self.loglike = loglike\n self.nfeature = self.loglike.shape[0]\n\n # ridge parameter"}, {"role": "assistant", "content": "\n self.ridge_term = ridge_term\n\n # group lasso penalty (from regreg)\n # use regular lasso penalty if all groups are size 1\n if use_lasso and groups.size == np.unique(groups).size:\n # need to provide weights an an np.array rather than a dictionary\n weights_np = np.array([w[1] for w in sorted(weights.items())])\n self.penalty = rr.weighted_l1norm(weights=weights_np,\n lagrange=1.)\n else:\n self.penalty = rr.group_lasso(groups,\n weights=weights,\n lagrange=1.)\n\n # store groups as a class variable since the non-group lasso doesn't\n self.groups = groups\n\n self._initial_omega = perturb\n\n # gaussian randomization\n self.randomizer = randomizer\n\n\n ... [23 more functiondefs truncated] ..."}]
| false
| null | null | null |
d4c0decddfc9adf11a583ac3c85b167de4ffaed9
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from __future__ import division import numpy as np class collapsed_states(object): __metaclass__ = abc.ABCMeta @abc.abstractmethod def resample(self): pass @abc.abstractmethod def _counts_from(self,k): pass @abc.abstractmethod def _counts_to(self,k): pass @abc.abstractmethod def _counts_fromto(self,k): pass def _new_label(self,ks): assert SAMPLING not in ks newlabel = np.random.randint(ABIGNUMBER) while newlabel in ks: newlabel = np.random.randint(ABIGNUMBER) newweight = self.beta.betavec[newlabel] # instantiate, needed if new state at beginning of seq return newlabel def _data_withlabel(self,k): assert k != SAMPLING return self.data[self.stateseq == k] def _occupied(self): return set(self.stateseq) - set((SAMPLING,)) def plot(self,colors_dict): from matplotlib import pyplot as plt stateseq_norep, durations = rle(self.stateseq) X,Y = np.meshgrid(np.hstack((0,durations.cumsum())),(0,1)) if colors_dict is not None: C = np.array([[colors_dict[state] for state in stateseq_norep]]) else: C = stateseq_norep[na,:] plt.pcolor(X,Y,C,vmin=0,vmax=1) plt.ylim((0,1)) plt.xlim((0,len(self.stateseq))) plt.yticks([]) class collapsed_stickyhdphmm_states(collapsed_states): def __init__(self,model,beta,alpha_0,kappa,obs,data=None,T=None,stateseq=None): self.alpha_0 = alpha_0 self.kappa = kappa self.model = model self.beta = beta self.obs = obs self.data = data if (data,stateseq) == (None,None): # generating assert T is not None, 'must pass in T when generating' self._generate(T)
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Syntax Analysis: Fixes: • Add docstring to class 'collapsed_states' • Add docstring to class 'collapsed_stickyhdphmm_states' • Add docstring to function '_new_label'
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 9
| 2
| 1,855
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom __future__ import division\nimport numpy as np\nclass collapsed_states(object):\n __metaclass__ = abc.ABCMeta\n\n @abc.abstractmethod\n def resample(self):\n pass\n\n @abc.abstractmethod\n def _counts_from(self,k):\n pass\n\n @abc.abstractmethod\n def _counts_to(self,k):\n pass\n\n @abc.abstractmethod\n def _counts_fromto(self,k):\n pass\n\n def _new_label(self,ks):\n assert SAMPLING not in ks\n newlabel = np.random.randint(ABIGNUMBER)\n while newlabel in ks:\n newlabel = np.random.randint(ABIGNUMBER)\n newweight = self.beta.betavec[newlabel] # instantiate, needed if new state at beginning of seq\n return newlabel\n\n def _data_withlabel(self,k):\n assert k != SAMPLING\n return self.data[self.stateseq == k]\n\n def _occupied(self):\n return set(self.stateseq) - set((SAMPLING,))\n\n def plot(self,colors_dict):\n from matplotlib import pyplot as plt\n stateseq_norep, durations = rle(self.stateseq)\n X,Y = np.meshgrid(np.hstack((0,durations.cumsum())),(0,1))\n\n if colors_dict is not None:\n C = np.array([[colors_dict[state] for state in stateseq_norep]])\n else:\n C = stateseq_norep[na,:]\n\n plt.pcolor(X,Y,C,vmin=0,vmax=1)\n plt.ylim((0,1))\n plt.xlim((0,len(self.stateseq)))\n plt.yticks([])\n\n\nclass collapsed_stickyhdphmm_states(collapsed_states):\n def __init__(self,model,beta,alpha_0,kappa,obs,data=None,T=None,stateseq=None):\n self.alpha_0 = alpha_0\n self.kappa = kappa\n\n self.model = model\n self.beta = beta\n self.obs = obs\n\n self.data = data\n\n if (data,stateseq) == (None,None):\n # generating\n assert T is not None, 'must pass in T when generating'\n self._generate(T)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'collapsed_states'\n \u2022 Add docstring to class 'collapsed_stickyhdphmm_states'\n \u2022 Add docstring to function '_new_label'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d4c1d2fbba6d7c550c2607f8f36af9eb36384e04
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import six import json import gzip from exporters.default_retries import retry_long from exporters.writers.base_writer import BaseWriter class ODOWriter(BaseWriter): """ Writes items to a odo destination. https://odo.readthedocs.org/en/latest/ Needed parameters: - schema (object) schema object. - odo_uri (str) # Complete this line """ requirements = { 'schema': {'type': object, 'required': True}, 'odo_uri': {'type': six.string_types, 'required': True} } def __init__(self, options): super(ODOWriter, self).__init__(options) from flatson import Flatson schema = self.read_option('schema', None) self.odo_uri = self.read_option('odo_uri', None) self.flatson = Flatson(schema) self.logger.info('ODOWriter has been initiated. Writing to: {}'.format(self.odo_uri)) @retry_long def write(self, dump_path, group_key=''): from odo import odo, resource, discover import pandas as pd with gzip.open(dump_path) as f: lines = [json.loads(line.replace('\n', '')) for line in f.readlines()] flattened_lines = (self.flatson.flatten(line) for line in lines) pf = pd.DataFrame(flattened_lines, columns=self.flatson.fieldnames) dshape = discover(pf) odo(pf, resource(self.odo_uri), dshape=dshape)
|
The missing line is: ODO valid destination uri.
|
advanced
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 1,406
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport six\nimport json\nimport gzip\nfrom exporters.default_retries import retry_long\n\nfrom exporters.writers.base_writer import BaseWriter\n\n\nclass ODOWriter(BaseWriter):\n \"\"\"\n Writes items to a odo destination. https://odo.readthedocs.org/en/latest/\n\n Needed parameters:\n\n - schema (object)\n schema object.\n\n - odo_uri (str)\n # Complete this line\n \"\"\"\n\n requirements = {\n 'schema': {'type': object, 'required': True},\n 'odo_uri': {'type': six.string_types, 'required': True}\n }\n\n def __init__(self, options):\n super(ODOWriter, self).__init__(options)\n from flatson import Flatson\n schema = self.read_option('schema', None)\n self.odo_uri = self.read_option('odo_uri', None)\n self.flatson = Flatson(schema)\n self.logger.info('ODOWriter has been initiated. Writing to: {}'.format(self.odo_uri))\n\n @retry_long\n def write(self, dump_path, group_key=''):\n from odo import odo, resource, discover\n import pandas as pd\n with gzip.open(dump_path) as f:\n lines = [json.loads(line.replace('\\n', '')) for line in f.readlines()]\n flattened_lines = (self.flatson.flatten(line) for line in lines)\n pf = pd.DataFrame(flattened_lines, columns=self.flatson.fieldnames)\n dshape = discover(pf)\n odo(pf, resource(self.odo_uri), dshape=dshape)"}, {"role": "assistant", "content": "The missing line is:\n ODO valid destination uri."}]
| false
| null | null | null |
d4c20caa8c6caaf656d4639f0a7424aba4ba6e44
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Simple file to validate that maketests is working. Call maketests via: >>> from x7.shell import *; maketests('x7.sample.needs_tests') """ def needs_a_test(a, b): return a+b
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 1 Block at line 2 has no indented body 💡 Suggestions: Add closing quote at line 1
|
beginner
|
testing
|
debugging
|
Pythoncode:Python
| 1
| 0
| 184
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nSimple file to validate that maketests is working. Call maketests via:\n>>> from x7.shell import *; maketests('x7.sample.needs_tests')\n\"\"\"\n\n\ndef needs_a_test(a, b):\n return a+b"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 1\n Block at line 2 has no indented body\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 1"}]
| false
| null | null | null |
d4c271023ce05496e3aeca43f2ffb25c230ab172
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code:
|
This code demonstrates Pythoncode:Python programming.
|
beginner
|
general
|
code_explanation
|
Pythoncode:Python
| 0
| 0
| 0
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:"}, {"role": "assistant", "content": " This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d4c391278bd0cf509c7b23a6660f7d6beb4dfdb7
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """ graphstar.utils ~~~~~~~~~~~~~~~ Cristian Cornea A simple bedirectional graph with A* and breadth-first pathfinding. Utils are either used by the search algorithm, or when needed :) Pretty self explainatory (I hope) For more information see the examples and tests folder """ def smooth_path(p): # If the path is only two nodes long, then # we can’t smooth it, so return if len(p) == 2: return p # Compile an output path output = [p[0]] # Keep track of where we are in the input path # We start at 2, because we assume two adjacent # nodes will pass the ray cast i = 2 # Loop until we find the last item in the input while i < len(p)-1: # Do the ray cast if not ray_clear(output[len(output)-1], p[i]): # The ray text failed, add the last node that # passed to the output list output += p[i-1] # Consider the next node i += 1 # We’ve reached the end of the input path, add the # end node to the output and return it output += p[len(p)-1] return output def clean_route_list(route_stack: list, goal_node_id: int): """ Creates an ordered route list from start to finish with all node ids needed to traverse to the goal. :param route_stack: All routes found until goal :param goal_node: int ID of the goal node :return: list A ordered list from start to goal """ r = [] next_node = goal_node_id reversed_stack = reversed(route_stack) for c in reversed_stack: if c.to_node.id == next_node: r.append(c.to_node.id) r.append(c.from_node.id) next_node = c.from_node.id return list(set(r))
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 Unmatched closing bracket ')' at line 8 ⚠️ Code quality: Unexpected indentation at line 2 Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 9 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 22 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 31 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 Unexpected indentation at line 36 Unexpected indentation at line 39 Unexpected indentation at line 40 Unexpected indentation at line 41 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 50 Unexpected indentation at line 51 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 59 Unexpected indentation at line 60 ✨ Improvements: Add closing quote at line 1 Add docstring to function 'smooth_path'
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intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 2
| 0
| 1,573
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"\n\tgraphstar.utils\n\t~~~~~~~~~~~~~~~\n\tCristian Cornea\n\n\tA simple bedirectional graph with A* and breadth-first pathfinding.\n\n\tUtils are either used by the search algorithm, or when needed :)\n\tPretty self explainatory (I hope)\n\n\tFor more information see the examples and tests folder\n\"\"\"\n\n\ndef smooth_path(p):\n\t# If the path is only two nodes long, then\n\t# we can\u2019t smooth it, so return\n\tif len(p) == 2:\n\t\treturn p\n\n\t# Compile an output path\n\toutput = [p[0]]\n\n\t# Keep track of where we are in the input path\n\t# We start at 2, because we assume two adjacent\n\t# nodes will pass the ray cast\n\ti = 2\n\t# Loop until we find the last item in the input\n\twhile i < len(p)-1:\n\t\t# Do the ray cast\n\t\tif not ray_clear(output[len(output)-1], p[i]):\n\t\t\t# The ray text failed, add the last node that\n\t\t\t# passed to the output list\n\t\t\toutput += p[i-1]\n\t\t# Consider the next node\n\t\ti += 1\n\n\t# We\u2019ve reached the end of the input path, add the\n\t# end node to the output and return it\n\toutput += p[len(p)-1]\n\treturn output\n\n\ndef clean_route_list(route_stack: list, goal_node_id: int):\n\t\"\"\"\n\tCreates an ordered route list from start to finish\n\twith all node ids needed to traverse to the goal.\n\n\t:param route_stack: All routes found until goal\n\t:param goal_node: int ID of the goal node\n\t:return: list A ordered list from start to goal\n\t\"\"\"\n\tr = []\n\tnext_node = goal_node_id\n\treversed_stack = reversed(route_stack)\n\tfor c in reversed_stack:\n\t\tif c.to_node.id == next_node:\n\t\t\tr.append(c.to_node.id)\n\t\t\tr.append(c.from_node.id)\n\t\t\tnext_node = c.from_node.id\n\n\treturn list(set(r))"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n Unmatched closing bracket ')' at line 8\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 2\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 9\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 22\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 31\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n Unexpected indentation at line 36\n Unexpected indentation at line 39\n Unexpected indentation at line 40\n Unexpected indentation at line 41\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 50\n Unexpected indentation at line 51\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 59\n Unexpected indentation at line 60\n\n\u2728 Improvements:\n Add closing quote at line 1\n Add docstring to function 'smooth_path'"}]
| false
| null | null | null |
d4c3adf62c8a44bad01c91e8ccec7e900d2597c3
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: class Event: def __init__(self): self.handlers = set() def subscribe(self, func): self.handlers.add(func) def unsubscribe(self, func): self.handlers.remove(func) def emit(self, *args): for func in self.handlers: ... code continues ...
|
Completion: Missing: For block is incomplete - body missing To complete: • Add body to For block or use 'pass' statement Example continuation: func(*args)
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advanced
|
oop
|
incomplete_code
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Pythoncode:Python
| 4
| 1
| 262
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nclass Event:\n def __init__(self):\n self.handlers = set()\n\n def subscribe(self, func):\n self.handlers.add(func)\n\n def unsubscribe(self, func):\n self.handlers.remove(func)\n\n def emit(self, *args):\n for func in self.handlers:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: For block is incomplete - body missing\n\n To complete:\n \u2022 Add body to For block or use 'pass' statement\n\n Example continuation:\n func(*args)"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
d4c40e31402ea3868fe157e89d210c3347a2c155
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import os def check_env(env_var_name): """ Check and return the type of an environment variable. supported types: None Integer String @param env_var_name: environment variable name @return: string of the type name. """ try: val = os.getenv(env_var_name) if val is None: return 'None' except Exception as ex: return "None" try: int_val = int(val) return 'Integer' except ValueError: return 'String'
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 5 ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 14 💡 Suggestions: Add closing quote at line 5
|
intermediate
|
general
|
debugging
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Pythoncode:Python
| 1
| 0
| 527
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\n\n\ndef check_env(env_var_name):\n \"\"\"\n Check and return the type of an environment variable.\n\n supported types:\n None\n Integer\n String\n\n @param env_var_name: environment variable name\n @return: string of the type name.\n \"\"\"\n try:\n val = os.getenv(env_var_name)\n if val is None:\n return 'None'\n except Exception as ex:\n return \"None\"\n\n try:\n int_val = int(val)\n return 'Integer'\n except ValueError:\n return 'String'"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 5\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 14\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 5"}]
| false
| null | null | null |
d4c411c2e8e16ded3277d3bfc3c35dd1f462b513
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from .models import Sound , Album from rest_framework import serializers class SoundSerializer(serializers.ModelSerializer): class Meta: model = Sound fields = ["name" , "song_image" , "pk" , "like" , "played" , "tag" , "singer" , "upload_date"] class SoundDetailSerializer(serializers.ModelSerializer): class Meta: model = Sound fields = "__all__" # Complete this line class AlbumSerializer(serializers.ModelSerializer): sound = serializers.SerializerMethodField() class Meta: model = Album fields = ["name" , "datepublish" , "category" , "sound"] depth = 1 def get_sound(self , obj): print("WORKING") return SoundSerializer(instance=obj.sound , many=True).data
|
The missing line is:
|
advanced
|
machine_learning
|
fill_in_the_blank
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Pythoncode:Python
| 1
| 6
| 759
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom .models import Sound , Album\nfrom rest_framework import serializers\n\nclass SoundSerializer(serializers.ModelSerializer):\n class Meta:\n model = Sound\n fields = [\"name\" , \"song_image\" , \"pk\" , \"like\" , \"played\" , \"tag\" , \"singer\" , \"upload_date\"]\n \n \nclass SoundDetailSerializer(serializers.ModelSerializer):\n class Meta:\n model = Sound\n fields = \"__all__\"\n\n # Complete this line\nclass AlbumSerializer(serializers.ModelSerializer):\n sound = serializers.SerializerMethodField()\n class Meta:\n model = Album\n fields = [\"name\" , \"datepublish\" , \"category\" , \"sound\"]\n depth = 1\n\n def get_sound(self , obj):\n print(\"WORKING\")\n return SoundSerializer(instance=obj.sound , many=True).data"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
d4c4c2df87ed6c462e4aab6092109b050d3d20d5
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TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from datetime import datetime from django.conf import settings import pytz def check_tracker(obj, simple=True): if simple: if obj.status > 0: return True return False # we have a gatekeeper now = datetime.now(pytz.utc) if obj.tracker_publish_status < 0: return False if obj.tracker_publish_status > 0: return True # Checking live_as_of ... # is live_as_of set? if not obj.tracker_live_as_of: # No live_as_of --- bail return False # has it happened yet? if now < obj.tracker_live_as_of: # live_as_of --- not yet! return False # is there an expiration date? if obj.tracker_expires and now > obj.tracker_expires: # EXPIRED! return False # it's OK then return True DEFAULT_TRACKER_POSITIONS = [ ('tracker-head-top', 'Head - near top'), # Complete this line ('tracker-body-top', 'Body - near top'), ('tracker-body-bottom', 'Body - near bottom') ] def get_tracker_position_options(): """ This creates the dropdown in the Admin for where to put each tracker. It defaults to the obvious 4 location (top/bottom of the head/body); however the user can create more by adding a list of 3-ples in the settings file under ADDITIONAL_TRACKER_POSITIONS. (2-letter-code, description, block name), e.g. ('HN', 'Header Navigation', 'header-navigation-trackers') would allow for the user to have tracking code in a navbar (no, I don't know why they'd want this) if they put {% block header-navigation-trackers %}{% generate_trackers 'HN' %}{% endblock %} in their template. """ tracker_position_list = DEFAULT_TRACKER_POSITIONS additional_tracker_positions = getattr(settings, "ADDITIONAL_TRACKER_POSITIONS", []) full_list = list() for x in (tracker_position_list + additional_tracker_positions): full_list.append((x[0], x[1])) return full_list
|
The missing line is: ('tracker-head-bottom', 'Head - near bottom'),
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 0
| 2,000
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom datetime import datetime\nfrom django.conf import settings\nimport pytz\n\ndef check_tracker(obj, simple=True):\n if simple:\n if obj.status > 0:\n return True\n return False\n \n # we have a gatekeeper\n now = datetime.now(pytz.utc) \n if obj.tracker_publish_status < 0:\n return False\n if obj.tracker_publish_status > 0: \n return True\n # Checking live_as_of ...\n # is live_as_of set?\n if not obj.tracker_live_as_of: # No live_as_of --- bail\n return False\n # has it happened yet?\n if now < obj.tracker_live_as_of: # live_as_of --- not yet!\n return False\n # is there an expiration date?\n if obj.tracker_expires and now > obj.tracker_expires: # EXPIRED!\n return False\n # it's OK then\n return True\n\n\nDEFAULT_TRACKER_POSITIONS = [\n ('tracker-head-top', 'Head - near top'),\n # Complete this line\n ('tracker-body-top', 'Body - near top'),\n ('tracker-body-bottom', 'Body - near bottom')\n]\n\n\ndef get_tracker_position_options():\n \"\"\"\n This creates the dropdown in the Admin for where to put each tracker.\n It defaults to the obvious 4 location (top/bottom of the head/body);\n however the user can create more by adding a list of 3-ples in the settings\n file under ADDITIONAL_TRACKER_POSITIONS.\n (2-letter-code, description, block name), e.g.\n ('HN', 'Header Navigation', 'header-navigation-trackers')\n would allow for the user to have tracking code in a navbar (no, I don't know \n why they'd want this) if they put\n {% block header-navigation-trackers %}{% generate_trackers 'HN' %}{% endblock %}\n in their template.\n \"\"\"\n tracker_position_list = DEFAULT_TRACKER_POSITIONS\n additional_tracker_positions = getattr(settings, \"ADDITIONAL_TRACKER_POSITIONS\", [])\n full_list = list()\n for x in (tracker_position_list + additional_tracker_positions):\n full_list.append((x[0], x[1]))\n return full_list"}, {"role": "assistant", "content": "The missing line is:\n ('tracker-head-bottom', 'Head - near bottom'),"}]
| false
| null | null | null |
d4c56f7b05d7fe221ca2f682d2bea0e270121b36
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import datetime from fastapi import APIRouter router = APIRouter()
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 69
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport datetime\n\nfrom fastapi import APIRouter\n\nrouter = APIRouter()"}, {"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
|
d4c5d71a8319e8e4743e5c7446b67b54ee62af61
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import numpy as np import os import six.moves.urllib as urllib import sys import tarfile import tensorflow as tf import zipfile from distutils.version import StrictVersion from collections import defaultdict from io import StringIO from matplotlib import pyplot as plt from PIL import Image import json import time import cv2 def Load_and_process_img(image_filename): img = cv2.imread(image_filename)#.astype(numpy.float32) img = cv2.resize(img, (reqsize, reqsize)) img=cv2.cvtColor(img,cv2.COLOR_BGR2RGB) img = img.astype(float) #img values are scaled from -1 to 1 img /= 255.0 img -= 0.5 img *= 2.0 return img sess=tf.Session(graph=detection_graph) def run_inference_b1(key_name,image, graph,no_of_run): #model output layer name ops = graph.get_operations() all_tensor_names = {output.name for op in ops for output in op.outputs} #print(all_tensor_names) tensor_dict = {} for key in [key_name]: tensor_name = key + ':0' if tensor_name in all_tensor_names: tensor_dict[key] = graph.get_tensor_by_name(tensor_name) image=image.reshape(1,image.shape[0],image.shape[1],image.shape[2]) image_tensor = graph.get_tensor_by_name('input:0') #Demo run, so that graph is loaded into TF memory sess.run(tensor_dict,feed_dict={image_tensor: image}) # Run inference info='Time taken to run inference: run_inference_b1:'+str(no_of_run)+' Times: ' start_time=time.time() for i in range(no_of_run): output_dict = sess.run(tensor_dict, feed_dict={image_tensor: image}) end_time=time.time() time_taken=end_time-start_time print(info,time_taken) #print(output_dict) top_inds = output_dict[key_name][0].argsort()[::-1][:5] result=[] for i in range(5): result.append([top_inds[i], categories[top_inds[i]], output_dict[key_name][0][top_inds[i]]]) return result, time_taken image_filename = '../data/' + 'Tiger.jpg' img = Load_and_process_img(image_filename) key_name='MobilenetV2/Predictions/Reshape_1' result,time_taken=run_inference_b1(key_name,img,detection_graph,1000) print('Time Taken to run Inference is:',time_taken) print(result)
|
Code analysis results: 🔴 Errors found: Block at line 34 has no indented body ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 26 💡 Suggestions: Add docstring to function 'Load_and_process_img' Add docstring to function 'run_inference_b1' Remove debug print() at line 64 before production
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 2
| 0
| 2,235
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport numpy as np\nimport os\nimport six.moves.urllib as urllib\nimport sys\nimport tarfile\nimport tensorflow as tf\nimport zipfile\n\nfrom distutils.version import StrictVersion\nfrom collections import defaultdict\nfrom io import StringIO\nfrom matplotlib import pyplot as plt\nfrom PIL import Image\nimport json\nimport time\n\n\nimport cv2\ndef Load_and_process_img(image_filename):\n img = cv2.imread(image_filename)#.astype(numpy.float32)\n img = cv2.resize(img, (reqsize, reqsize))\n img=cv2.cvtColor(img,cv2.COLOR_BGR2RGB)\n img = img.astype(float)\n\n #img values are scaled from -1 to 1\n img /= 255.0\n img -= 0.5\n img *= 2.0\n return img\n\nsess=tf.Session(graph=detection_graph)\n\n\ndef run_inference_b1(key_name,image, graph,no_of_run):\n\n #model output layer name\n ops = graph.get_operations()\n all_tensor_names = {output.name for op in ops for output in op.outputs}\n #print(all_tensor_names)\n tensor_dict = {}\n for key in [key_name]:\n tensor_name = key + ':0'\n if tensor_name in all_tensor_names:\n tensor_dict[key] = graph.get_tensor_by_name(tensor_name)\n\n image=image.reshape(1,image.shape[0],image.shape[1],image.shape[2])\n image_tensor = graph.get_tensor_by_name('input:0')\n\n\n #Demo run, so that graph is loaded into TF memory\n sess.run(tensor_dict,feed_dict={image_tensor: image})\n\n\n # Run inference\n info='Time taken to run inference: run_inference_b1:'+str(no_of_run)+' Times: '\n start_time=time.time()\n\n for i in range(no_of_run):\n output_dict = sess.run(tensor_dict,\n feed_dict={image_tensor: image})\n\n end_time=time.time()\n time_taken=end_time-start_time\n print(info,time_taken)\n\n #print(output_dict)\n top_inds = output_dict[key_name][0].argsort()[::-1][:5]\n\n result=[]\n for i in range(5):\n result.append([top_inds[i], categories[top_inds[i]], output_dict[key_name][0][top_inds[i]]])\n return result, time_taken\n\n\n\nimage_filename = '../data/' + 'Tiger.jpg'\n\nimg = Load_and_process_img(image_filename)\n\nkey_name='MobilenetV2/Predictions/Reshape_1'\nresult,time_taken=run_inference_b1(key_name,img,detection_graph,1000)\n\nprint('Time Taken to run Inference is:',time_taken)\nprint(result)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 34 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 26\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'Load_and_process_img'\n Add docstring to function 'run_inference_b1'\n Remove debug print() at line 64 before production"}]
| false
| null | null | null |
d4c5d7225aa1d551d6744fefbde6bc3d8b9f8cc2
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from __future__ import unicode_literals import frappe, json from frappe.model.utils.user_settings import update_user_settings, sync_user_settings def execute(): users = frappe.db.sql("select distinct(user) from `__UserSettings`", as_dict=True) for user in users: user_settings = frappe.db.sql(''' select * from `__UserSettings` where user="{user}" '''.format(user = user.user), as_dict=True) for setting in user_settings: data = frappe.parse_json(setting.get('data')) if data: for key in data: update_user_setting_filters(data, key, setting) sync_user_settings() def update_user_setting_filters(data, key, user_setting): timespan_map = { '1 week': 'week', '1 month': 'month', '3 months': 'quarter', '6 months': '6 months', '1 year': 'year', } period_map = { 'Previous': 'last', 'Next': 'next' } if data.get(key): update = False if isinstance(data.get(key), dict): filters = data.get(key).get('filters') if filters and isinstance(filters, list): for f in filters: if f[2] == 'Next' or f[2] == 'Previous': update = True f[3] = period_map[f[2]] + ' ' + timespan_map[f[3]] f[2] = 'Timespan' if update: data[key]['filters'] = filters update_user_settings(user_setting['doctype'], json.dumps(data), for_update=True)
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 9 ⚠️ Warnings: Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 13 💡 Suggestions: Add closing quote at line 9
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,326
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom __future__ import unicode_literals\nimport frappe, json\nfrom frappe.model.utils.user_settings import update_user_settings, sync_user_settings\n\ndef execute():\n\tusers = frappe.db.sql(\"select distinct(user) from `__UserSettings`\", as_dict=True)\n\n\tfor user in users:\n\t\tuser_settings = frappe.db.sql('''\n\t\t\tselect\n\t\t\t\t* from `__UserSettings`\n\t\t\twhere\n\t\t\t\tuser=\"{user}\"\n\t\t'''.format(user = user.user), as_dict=True)\n\n\t\tfor setting in user_settings:\n\t\t\tdata = frappe.parse_json(setting.get('data'))\n\t\t\tif data:\n\t\t\t\tfor key in data:\n\t\t\t\t\tupdate_user_setting_filters(data, key, setting)\n\n\tsync_user_settings()\n\n\ndef update_user_setting_filters(data, key, user_setting):\n\ttimespan_map = {\n\t\t'1 week': 'week',\n\t\t'1 month': 'month',\n\t\t'3 months': 'quarter',\n\t\t'6 months': '6 months',\n\t\t'1 year': 'year',\n\t}\n\n\tperiod_map = {\n\t\t'Previous': 'last',\n\t\t'Next': 'next'\n\t}\n\n\tif data.get(key):\n\t\tupdate = False\n\t\tif isinstance(data.get(key), dict):\n\t\t\tfilters = data.get(key).get('filters')\n\t\t\tif filters and isinstance(filters, list):\n\t\t\t\tfor f in filters:\n\t\t\t\t\tif f[2] == 'Next' or f[2] == 'Previous':\n\t\t\t\t\t\tupdate = True\n\t\t\t\t\t\tf[3] = period_map[f[2]] + ' ' + timespan_map[f[3]]\n\t\t\t\t\t\tf[2] = 'Timespan'\n\n\t\t\tif update:\n\t\t\t\tdata[key]['filters'] = filters\n\t\t\t\tupdate_user_settings(user_setting['doctype'], json.dumps(data), for_update=True)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 9\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 13\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 9"}]
| false
| null | null | null |
d4c6aa1d03e45cbedd11a4f0d5c301600877fac8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import BoltzmannMachine as bm import QHO as qho import numpy as np import datetime # Visualization imports from IPython.display import clear_output from PIL import Image import matplotlib.pyplot as plt import matplotlib def sigmoid(x): return .5 * (1 + np.tanh(x / 2.)) # Set the quantum gas with N particles, a limit of 10 for the # quantum numbers and default temperature and frequency N = 10*10 gas = qho.QHOGas(N=N) n_max = 10 training_size = 100000 # the amount of hidden units was set by trial and error hidden_units = 70 # the recipe suggests to set the batchsize to 10, though it can range # from 10 to 100 batchsize = 10 # the recipe suggests a learning rate that makes the weight updates about # 1e-3 times the weights (to within an order of magnitude) eta = 0.005 # the amount of steps was set by trial and error nsteps = 300000 # define the validation set to be used in training_visualization validation_set = gas.generate(amount=20) def training_visualization(machine, current_step, total_steps, eta, a, b, w, da, db, dw): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # Every now and then (every 50k steps), let us know that the training # is still running if current_step%50000 == 0: print("{:08d} / {:08d}".format(current_step, total_steps), end=" \r")
|
intermediate
|
database
|
incomplete_code
|
Pythoncode:Python
| 3
| 0
| 1,043
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport BoltzmannMachine as bm\nimport QHO as qho\nimport numpy as np\nimport datetime\n# Visualization imports\nfrom IPython.display import clear_output\nfrom PIL import Image\nimport matplotlib.pyplot as plt\nimport matplotlib\ndef sigmoid(x):\n return .5 * (1 + np.tanh(x / 2.))\n\n# Set the quantum gas with N particles, a limit of 10 for the\n# quantum numbers and default temperature and frequency\nN = 10*10\ngas = qho.QHOGas(N=N)\nn_max = 10\n\ntraining_size = 100000\n# the amount of hidden units was set by trial and error\nhidden_units = 70\n# the recipe suggests to set the batchsize to 10, though it can range\n# from 10 to 100\nbatchsize = 10\n# the recipe suggests a learning rate that makes the weight updates about\n# 1e-3 times the weights (to within an order of magnitude)\neta = 0.005\n# the amount of steps was set by trial and error\nnsteps = 300000\n\n# define the validation set to be used in training_visualization\nvalidation_set = gas.generate(amount=20)\n\ndef training_visualization(machine, current_step, total_steps, eta, a, b, w, da, db, dw):\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 # Every now and then (every 50k steps), let us know that the training\n # is still running\n if current_step%50000 == 0:\n print(\"{:08d} / {:08d}\".format(current_step, total_steps), end=\" \\r\")"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4c78d441d23d25b49b17e8da38c99500cd4ebd4
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import time import os import sys import shutil import json import argparse from zipfile import ZipFile from contextlib import contextmanager from datetime import datetime from Tests.private_build.upload_packs_private import download_and_extract_index, update_index_with_priced_packs, \ def lock_and_unlock_dummy_index(public_storage_bucket, dummy_index_lock_path): try: acquire_dummy_index_lock(public_storage_bucket, dummy_index_lock_path) yield except Exception: logging.exception("Error in dummy index lock context manager.") finally: release_dummy_index_lock(public_storage_bucket, dummy_index_lock_path) def change_pack_price_to_zero(path_to_pack_metadata): with open(path_to_pack_metadata, 'r') as pack_metadata_file: pack_metadata = json.load(pack_metadata_file) pack_metadata['price'] = 0 with open(path_to_pack_metadata, 'w') as pack_metadata_file: json.dump(pack_metadata, pack_metadata_file, indent=4) def change_packs_price_to_zero(public_index_folder_path): paths_to_packs_in_merged_index = [pack_dir.path for pack_dir in os.scandir(public_index_folder_path) if pack_dir.is_dir()] for path_to_pack in paths_to_packs_in_merged_index: path_to_pack_metadata = os.path.join(path_to_pack, 'metadata.json') change_pack_price_to_zero(path_to_pack_metadata) def merge_private_index_into_public_index(public_index_folder_path, private_index_folder_path): packs_in_private_index = [pack_dir.name for pack_dir in os.scandir(private_index_folder_path) if pack_dir.is_dir()] for pack_name in packs_in_private_index: path_to_pack_in_private_index = os.path.join(private_index_folder_path, pack_name) path_to_pack_in_public_index = os.path.join(public_index_folder_path, pack_name) shutil.copy(path_to_pack_in_private_index, path_to_pack_in_public_index) ... [8 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 11: from Tests.private_build.upload_packs_private import download_and_extract_index, update_index_with_priced_packs, \ def lock_and_unlock_dummy_index(public_storage_bucket, dummy_index_lock_path): ⚠️ Warnings: Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 17 Unexpected indentation at line 26 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 0
| 1,975
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport time\nimport os\nimport sys\nimport shutil\nimport json\nimport argparse\nfrom zipfile import ZipFile\nfrom contextlib import contextmanager\nfrom datetime import datetime\nfrom Tests.private_build.upload_packs_private import download_and_extract_index, update_index_with_priced_packs, \\\ndef lock_and_unlock_dummy_index(public_storage_bucket, dummy_index_lock_path):\n try:\n acquire_dummy_index_lock(public_storage_bucket, dummy_index_lock_path)\n yield\n except Exception:\n logging.exception(\"Error in dummy index lock context manager.\")\n finally:\n release_dummy_index_lock(public_storage_bucket, dummy_index_lock_path)\n\n\ndef change_pack_price_to_zero(path_to_pack_metadata):\n with open(path_to_pack_metadata, 'r') as pack_metadata_file:\n pack_metadata = json.load(pack_metadata_file)\n\n pack_metadata['price'] = 0\n with open(path_to_pack_metadata, 'w') as pack_metadata_file:\n json.dump(pack_metadata, pack_metadata_file, indent=4)\n\n\ndef change_packs_price_to_zero(public_index_folder_path):\n paths_to_packs_in_merged_index = [pack_dir.path for pack_dir in os.scandir(public_index_folder_path) if\n pack_dir.is_dir()]\n for path_to_pack in paths_to_packs_in_merged_index:\n path_to_pack_metadata = os.path.join(path_to_pack, 'metadata.json')\n change_pack_price_to_zero(path_to_pack_metadata)\n\n\ndef merge_private_index_into_public_index(public_index_folder_path, private_index_folder_path):\n packs_in_private_index = [pack_dir.name for pack_dir in os.scandir(private_index_folder_path) if pack_dir.is_dir()]\n for pack_name in packs_in_private_index:\n path_to_pack_in_private_index = os.path.join(private_index_folder_path, pack_name)\n path_to_pack_in_public_index = os.path.join(public_index_folder_path, pack_name)\n shutil.copy(path_to_pack_in_private_index, path_to_pack_in_public_index)\n\n\n\n ... [8 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 11: from Tests.private_build.upload_packs_private import download_and_extract_index, update_index_with_priced_packs, \\\ndef lock_and_unlock_dummy_index(public_storage_bucket, dummy_index_lock_path):\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n Unexpected indentation at line 26\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d4c7b73306f8c0594f64a791f8292624d0ac8d82
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from django.apps import AppConfig class ArexperiencesConfig(AppConfig): name = 'Apps.ARExperiences'
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
oop
|
refactoring
|
Pythoncode:Python
| 0
| 1
| 106
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom django.apps import AppConfig\n\n\nclass ArexperiencesConfig(AppConfig):\n name = 'Apps.ARExperiences'"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d4c9b736f8e2520a3fae30db6df87b55b43b886b
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: dataset_type = 'FlyingChairs' data_root = 'data/FlyingChairs_release' img_norm_cfg = dict(mean=[0., 0., 0.], std=[255., 255., 255.], to_rgb=False) global_transform = dict( translates=(0.05, 0.05), zoom=(1.0, 1.5), shear=(0.86, 1.16), rotate=(-10., 10.)) relative_transform = dict( translates=(0.00375, 0.00375), zoom=(0.985, 1.015), shear=(1.0, 1.0), rotate=(-1.0, 1.0)) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations'), dict( type='ColorJitter', brightness=0.5, contrast=0.5, saturation=0.5, hue=0.5), dict(type='RandomGamma', gamma_range=(0.7, 1.5)), dict(type='Normalize', **img_norm_cfg), dict(type='GaussianNoise', sigma_range=(0, 0.04), clamp_range=(0., 1.)), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='RandomFlip', prob=0.5, direction='vertical'), dict( type='RandomAffine', global_transform=global_transform, relative_transform=relative_transform), dict(type='RandomCrop', crop_size=(320, 448)), dict(type='DefaultFormatBundle'), dict( # Complete this line keys=['imgs', 'flow_gt'], meta_keys=[ 'img_fields', 'ann_fields', 'filename1', 'filename2', 'ori_filename1', 'ori_filename2', 'filename_flow', 'ori_filename_flow', 'ori_shape', 'img_shape', 'img_norm_cfg' ]), ] test_pipeline = [ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations'), dict(type='InputResize', exponent=6), dict(type='Normalize', **img_norm_cfg), dict(type='TestFormatBundle'), dict( type='Collect', keys=['imgs'], meta_keys=[ 'flow_gt', 'filename1', 'filename2', 'ori_filename1', 'ori_filename2', 'ori_shape', 'img_shape', 'img_norm_cfg', 'scale_factor', 'pad_shape' ]) ] flyingchairs_train = dict( type=dataset_type, pipeline=train_pipeline, data_root=data_root, split_file='data/FlyingChairs_release/FlyingChairs_train_val.txt') data = dict( train_dataloader=dict( samples_per_gpu=1, workers_per_gpu=2, drop_last=True, persistent_workers=True), val_dataloader=dict(samples_per_gpu=1, workers_per_gpu=2, shuffle=False), test_dataloader=dict(samples_per_gpu=1, workers_per_gpu=2, shuffle=False), train=flyingchairs_train, val=dict( type=dataset_type, pipeline=test_pipeline, data_root=data_root, test_mode=True, split_file='data/FlyingChairs_release/FlyingChairs_train_val.txt'), test=dict( type=dataset_type, pipeline=test_pipeline, data_root=data_root, test_mode=True, split_file='data/FlyingChairs_release/FlyingChairs_train_val.txt'))
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The missing line is: type='Collect',
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intermediate
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testing
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fill_in_the_blank
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Pythoncode:Python
| 0
| 0
| 2,843
| false
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndataset_type = 'FlyingChairs'\ndata_root = 'data/FlyingChairs_release'\n\nimg_norm_cfg = dict(mean=[0., 0., 0.], std=[255., 255., 255.], to_rgb=False)\n\nglobal_transform = dict(\n translates=(0.05, 0.05),\n zoom=(1.0, 1.5),\n shear=(0.86, 1.16),\n rotate=(-10., 10.))\n\nrelative_transform = dict(\n translates=(0.00375, 0.00375),\n zoom=(0.985, 1.015),\n shear=(1.0, 1.0),\n rotate=(-1.0, 1.0))\n\ntrain_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations'),\n dict(\n type='ColorJitter',\n brightness=0.5,\n contrast=0.5,\n saturation=0.5,\n hue=0.5),\n dict(type='RandomGamma', gamma_range=(0.7, 1.5)),\n dict(type='Normalize', **img_norm_cfg),\n dict(type='GaussianNoise', sigma_range=(0, 0.04), clamp_range=(0., 1.)),\n dict(type='RandomFlip', prob=0.5, direction='horizontal'),\n dict(type='RandomFlip', prob=0.5, direction='vertical'),\n dict(\n type='RandomAffine',\n global_transform=global_transform,\n relative_transform=relative_transform),\n dict(type='RandomCrop', crop_size=(320, 448)),\n dict(type='DefaultFormatBundle'),\n dict(\n # Complete this line\n keys=['imgs', 'flow_gt'],\n meta_keys=[\n 'img_fields', 'ann_fields', 'filename1', 'filename2',\n 'ori_filename1', 'ori_filename2', 'filename_flow',\n 'ori_filename_flow', 'ori_shape', 'img_shape', 'img_norm_cfg'\n ]),\n]\n\ntest_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations'),\n dict(type='InputResize', exponent=6),\n dict(type='Normalize', **img_norm_cfg),\n dict(type='TestFormatBundle'),\n dict(\n type='Collect',\n keys=['imgs'],\n meta_keys=[\n 'flow_gt', 'filename1', 'filename2', 'ori_filename1',\n 'ori_filename2', 'ori_shape', 'img_shape', 'img_norm_cfg',\n 'scale_factor', 'pad_shape'\n ])\n]\n\nflyingchairs_train = dict(\n type=dataset_type,\n pipeline=train_pipeline,\n data_root=data_root,\n split_file='data/FlyingChairs_release/FlyingChairs_train_val.txt')\n\ndata = dict(\n train_dataloader=dict(\n samples_per_gpu=1,\n workers_per_gpu=2,\n drop_last=True,\n persistent_workers=True),\n val_dataloader=dict(samples_per_gpu=1, workers_per_gpu=2, shuffle=False),\n test_dataloader=dict(samples_per_gpu=1, workers_per_gpu=2, shuffle=False),\n train=flyingchairs_train,\n val=dict(\n type=dataset_type,\n pipeline=test_pipeline,\n data_root=data_root,\n test_mode=True,\n split_file='data/FlyingChairs_release/FlyingChairs_train_val.txt'),\n test=dict(\n type=dataset_type,\n pipeline=test_pipeline,\n data_root=data_root,\n test_mode=True,\n split_file='data/FlyingChairs_release/FlyingChairs_train_val.txt'))"}, {"role": "assistant", "content": "The missing line is:\n type='Collect',"}]
| false
| null | null | null |
d4c9cb6d342d54eea3d53d2a8f44856dc1296577
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TheStack--python--000.parquet
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Complete this incomplete Pythoncode:Python code: # Copyright 2019 Intel Corporation. import logging from collections import namedtuple import numpy as np import six from plaidml2 import DType from plaidml2.core import TensorShape, Buffer from plaidml2.ffi import ForeignObject, ffi, ffi_call, lib def __init(): """Docstring for function plaidml2.edsl.__init""" ffi_call(lib.plaidml_edsl_init) ffi.init_once(__init, 'plaidml_edsl_init') class LogicalShape(ForeignObject): """Docstring for class LogicalShape""" __ffi_del__ = lib.plaidml_logical_shape_free __ffi_repr__ = lib.plaidml_logical_shape_repr def __init__(self, dtype=None, dims=[], ptr=None): if ptr: ffi_obj = ptr elif dtype is not None: raw_dims = ffi.new('int64_t[]', [0 if x is None else x for x in dims]) ffi_obj = ffi_call(lib.plaidml_logical_shape_alloc, dtype, len(dims), raw_dims) else: raise ValueError('One of dtype= or ptr= must be specified.') super(LogicalShape, self).__init__(ffi_obj) @property def dtype(self): return DType(ffi_call(lib.plaidml_logical_shape_get_dtype, self.as_ptr())) @property def ndims(self): return ffi_call(lib.plaidml_logical_shape_get_ndims, self.as_ptr()) @property def int_dims(self): """Returns the dimensions of a LogicalShape as a list. Args: self (pointer): The object pointer for a LogicalShape Returns: list (int): Integer dimensions of the LogicalShape. """ return [ ffi_call(lib.plaidml_logical_shape_get_dim_int, self.as_ptr(), i) for i in range(self.ndims) ] def into_TensorShape(self): return TensorShape( ptr=ffi_call(lib.plaidml_logical_shape_into_tensor_shape, self.as_ptr())) ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: Constraint = namedtuple('Constraint', ['lhs', 'rhs']) def wrap_dim(x): if isinstance(x, six.integer_types):
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advanced
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machine_learning
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incomplete_code
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Pythoncode:Python
| 13
| 2
| 1,825
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright 2019 Intel Corporation.\n\nimport logging\nfrom collections import namedtuple\n\nimport numpy as np\nimport six\n\nfrom plaidml2 import DType\nfrom plaidml2.core import TensorShape, Buffer\nfrom plaidml2.ffi import ForeignObject, ffi, ffi_call, lib\n\ndef __init():\n \"\"\"Docstring for function plaidml2.edsl.__init\"\"\"\n ffi_call(lib.plaidml_edsl_init)\n\n\nffi.init_once(__init, 'plaidml_edsl_init')\n\n\nclass LogicalShape(ForeignObject):\n \"\"\"Docstring for class LogicalShape\"\"\"\n __ffi_del__ = lib.plaidml_logical_shape_free\n __ffi_repr__ = lib.plaidml_logical_shape_repr\n\n def __init__(self, dtype=None, dims=[], ptr=None):\n if ptr:\n ffi_obj = ptr\n elif dtype is not None:\n raw_dims = ffi.new('int64_t[]', [0 if x is None else x for x in dims])\n ffi_obj = ffi_call(lib.plaidml_logical_shape_alloc, dtype, len(dims), raw_dims)\n else:\n raise ValueError('One of dtype= or ptr= must be specified.')\n super(LogicalShape, self).__init__(ffi_obj)\n\n @property\n def dtype(self):\n return DType(ffi_call(lib.plaidml_logical_shape_get_dtype, self.as_ptr()))\n\n @property\n def ndims(self):\n return ffi_call(lib.plaidml_logical_shape_get_ndims, self.as_ptr())\n\n @property\n def int_dims(self):\n \"\"\"Returns the dimensions of a LogicalShape as a list.\n\n Args:\n self (pointer): The object pointer for a LogicalShape\n\n Returns:\n list (int): Integer dimensions of the LogicalShape.\n\n \"\"\"\n return [\n ffi_call(lib.plaidml_logical_shape_get_dim_int, self.as_ptr(), i)\n for i in range(self.ndims)\n ]\n\n def into_TensorShape(self):\n return TensorShape(\n ptr=ffi_call(lib.plaidml_logical_shape_into_tensor_shape, self.as_ptr()))\n\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:\nConstraint = namedtuple('Constraint', ['lhs', 'rhs'])\n\n\ndef wrap_dim(x):\n if isinstance(x, six.integer_types):"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4ca74c07139ca34712a0c4f0276402a1f20a541
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: """ Copyright (c) 2018 Intel Corporation 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 abc import abstractmethod from functools import partial import torch.nn as nn class ModelInterface(nn.Module): """Abstract class for models""" @abstractmethod def set_dropout_ratio(self, ratio): """Sets dropout ratio of the model""" # Complete this line @abstractmethod def get_input_res(self): """Returns input resolution""" from .rmnet_angular import RMNetAngular from .mobilefacenet import MobileFaceNet from .landnet import LandmarksNet from .se_resnet_angular import SEResNetAngular from .shufflenet_v2_angular import ShuffleNetV2Angular from .backbones.se_resnet import se_resnet50, se_resnet101, se_resnet152 from .backbones.resnet import resnet50 from .backbones.se_resnext import se_resnext50, se_resnext101, se_resnext152 models_backbones = {'rmnet': RMNetAngular, 'mobilenetv2': MobileFaceNet, 'mobilenetv2_2x': partial(MobileFaceNet, width_multiplier=2.0), 'mobilenetv2_1_5x': partial(MobileFaceNet, width_multiplier=1.5), 'resnet50': partial(SEResNetAngular, base=resnet50), 'se_resnet50': partial(SEResNetAngular, base=se_resnet50), 'se_resnet101': partial(SEResNetAngular, base=se_resnet101), 'se_resnet152': partial(SEResNetAngular, base=se_resnet152), 'se_resnext50': partial(SEResNetAngular, base=se_resnext50), 'se_resnext101': partial(SEResNetAngular, base=se_resnext101), 'se_resnext152': partial(SEResNetAngular, base=se_resnext152), 'shufflenetv2': ShuffleNetV2Angular} models_landmarks = {'landnet': LandmarksNet}
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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
| 2
| 1
| 2,265
| true
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[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n\"\"\"\n Copyright (c) 2018 Intel Corporation\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 http://www.apache.org/licenses/LICENSE-2.0\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\"\"\"\nfrom abc import abstractmethod\nfrom functools import partial\nimport torch.nn as nn\n\n\nclass ModelInterface(nn.Module):\n \"\"\"Abstract class for models\"\"\"\n\n @abstractmethod\n def set_dropout_ratio(self, ratio):\n \"\"\"Sets dropout ratio of the model\"\"\"\n # Complete this line\n @abstractmethod\n def get_input_res(self):\n \"\"\"Returns input resolution\"\"\"\n\n\nfrom .rmnet_angular import RMNetAngular\nfrom .mobilefacenet import MobileFaceNet\nfrom .landnet import LandmarksNet\nfrom .se_resnet_angular import SEResNetAngular\nfrom .shufflenet_v2_angular import ShuffleNetV2Angular\nfrom .backbones.se_resnet import se_resnet50, se_resnet101, se_resnet152\nfrom .backbones.resnet import resnet50\nfrom .backbones.se_resnext import se_resnext50, se_resnext101, se_resnext152\n\n\nmodels_backbones = {'rmnet': RMNetAngular,\n 'mobilenetv2': MobileFaceNet,\n 'mobilenetv2_2x': partial(MobileFaceNet, width_multiplier=2.0),\n 'mobilenetv2_1_5x': partial(MobileFaceNet, width_multiplier=1.5),\n 'resnet50': partial(SEResNetAngular, base=resnet50),\n 'se_resnet50': partial(SEResNetAngular, base=se_resnet50),\n 'se_resnet101': partial(SEResNetAngular, base=se_resnet101),\n 'se_resnet152': partial(SEResNetAngular, base=se_resnet152),\n 'se_resnext50': partial(SEResNetAngular, base=se_resnext50),\n 'se_resnext101': partial(SEResNetAngular, base=se_resnext101),\n 'se_resnext152': partial(SEResNetAngular, base=se_resnext152),\n 'shufflenetv2': ShuffleNetV2Angular}\n\nmodels_landmarks = {'landnet': LandmarksNet}"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
d4cc2ada6fd8bd17a6303118a58e9c1a8c44ff7a
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TheStack--python--000.parquet
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Find all errors in this Pythoncode:Python code: """ Class description goes here. """ import json import logging class JSONFormatter(logging.Formatter): """Simple JSON formatter for the logging facility.""" def format(self, obj): """Note that obj is a LogRecord instance.""" # Copy the dictionary ret = dict(obj.__dict__) # Perform the message substitution args = ret.pop("args") msg = ret.pop("msg") ret["message"] = msg % args
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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
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advanced
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database
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error_detection
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Pythoncode:Python
| 1
| 1
| 448
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\n\"\"\" Class description goes here. \"\"\"\n\nimport json\nimport logging\n\n\nclass JSONFormatter(logging.Formatter):\n \"\"\"Simple JSON formatter for the logging facility.\"\"\"\n def format(self, obj):\n \"\"\"Note that obj is a LogRecord instance.\"\"\"\n # Copy the dictionary\n ret = dict(obj.__dict__)\n\n # Perform the message substitution\n args = ret.pop(\"args\")\n msg = ret.pop(\"msg\")\n ret[\"message\"] = msg % args"}, {"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
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CRITICAL
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d4cd43090d9af44b579f4587a49e6d83acfe093a
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TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: # Orthogonal linear system solver tests from math import sqrt import numpy as np from orthogonal import orthogonal ################################################################################ # 2x2 orthogonal matrix A = np.matrix('1 1;' '1 -1', float) A = A*1.0/sqrt(2.0) # Known terms vector b = np.matrix('2; 3') # Solve the system x = orthogonal(A, b, 1) # Check if np.allclose(b, A*x) == False: raise Exception('Orthogonal test failure')
|
################################################################################ # 2x2 orthogonal matrix A = np.matrix('2 -2 1;' '1 2 2;' '2 1 -2', float) A = A*1.0/3.0 # Known terms vector b = np.matrix('2; 3; 4') # Solve the system x = orthogonal(A, b) # Check if np.allclose(b, A*x) == False: raise Exception('Orthogonal test failure')
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intermediate
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testing
|
code_completion
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Pythoncode:Python
| 0
| 0
| 845
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n# Orthogonal linear system solver tests\n\nfrom math import sqrt\n\nimport numpy as np\nfrom orthogonal import orthogonal\n\n\n################################################################################\n# 2x2 orthogonal matrix\nA = np.matrix('1 1;'\n '1 -1', float)\nA = A*1.0/sqrt(2.0)\n# Known terms vector\nb = np.matrix('2; 3')\n# Solve the system\nx = orthogonal(A, b, 1)\n# Check\nif np.allclose(b, A*x) == False:\n raise Exception('Orthogonal test failure')"}, {"role": "assistant", "content": "\n################################################################################\n\n# 2x2 orthogonal matrix\nA = np.matrix('2 -2 1;'\n '1 2 2;'\n '2 1 -2', float)\nA = A*1.0/3.0\n# Known terms vector\nb = np.matrix('2; 3; 4')\n# Solve the system\nx = orthogonal(A, b)\n# Check\nif np.allclose(b, A*x) == False:\n raise Exception('Orthogonal test failure')"}]
| false
| null | null | null |
d4cd4596ad7f6e0187f91e645753c131d68a9a4a
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TheStack--python--000.parquet
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Debug this Pythoncode:Python code: import os import shutil from dataclasses import dataclass from datetime import datetime from typing import Dict, List, Optional from huggingface_hub import Repository from loguru import logger from prettytable import PrettyTable from .splits import TEST_SPLIT, TRAIN_SPLIT, VALID_SPLIT from .tasks import TASKS from .utils import BOLD_TAG, CYAN_TAG, GREEN_TAG, PURPLE_TAG, RESET_TAG, YELLOW_TAG, http_get, http_post from .validation import validate_file class TrainingJob: """A training job in AutoNLP""" job_id: int status: str status_emoji: str created_at: datetime updated_at: datetime @classmethod def from_json_resp(cls, json_resp: dict): return cls( job_id=json_resp["id"], status_emoji=JOB_STATUS[json_resp["status"] - 1][0], status=JOB_STATUS[json_resp["status"] - 1][1], created_at=datetime.fromisoformat(json_resp["created_at"]), updated_at=datetime.fromisoformat(json_resp["updated_at"]), ) def __str__(self): return "\n".join( [ f"📚 Model # {self.job_id}", f" • {BOLD_TAG}Status{RESET_TAG}: {self.status_emoji} {self.status}", f" • {BOLD_TAG}Created at{RESET_TAG}: {self.created_at.strftime('%Y-%m-%d %H:%M Z')}", f" • {BOLD_TAG}Last update{RESET_TAG}: {self.updated_at.strftime('%Y-%m-%d %H:%M Z')}", ] ) @dataclass class UploadedFile: """A file uploaded to an AutoNLP project""" file_id: int filename: str processing_status: str split: str col_mapping: Dict[str, str] created_at: datetime updated_at: datetime @classmethod def from_json_resp(cls, json_resp: dict): return cls( file_id=json_resp["data_file_id"], filename=json_resp["fname"], processing_status=FILE_STATUS[json_resp["download_status"] - 1], split=SPLITS[json_resp["split"] - 1], col_mapping=json_resp["col_mapping"], created_at=datetime.fromisoformat(json_resp["created_at"]), updated_at=datetime.fromisoformat(json_resp["updated_at"]), ) def __str__(self): return "\n".join( [ f"📁 {CYAN_TAG}{self.filename}{RESET_TAG} (id # {self.file_id})", f" • {BOLD_TAG}Split{RESET_TAG}: {self.split}", f" • {BOLD_TAG}Processing status{RESET_TAG}: {self.processing_status}", f" • {BOLD_TAG}Last update{RESET_TAG}: {self.updated_at.strftime('%Y-%m-%d %H:%M Z')}", ] ) @dataclass ... [6 more classdefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 84: ... [6 more classdefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
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advanced
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testing
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debugging
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Pythoncode:Python
| 4
| 2
| 2,703
| true
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[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport os\nimport shutil\nfrom dataclasses import dataclass\nfrom datetime import datetime\nfrom typing import Dict, List, Optional\n\nfrom huggingface_hub import Repository\nfrom loguru import logger\nfrom prettytable import PrettyTable\n\nfrom .splits import TEST_SPLIT, TRAIN_SPLIT, VALID_SPLIT\nfrom .tasks import TASKS\nfrom .utils import BOLD_TAG, CYAN_TAG, GREEN_TAG, PURPLE_TAG, RESET_TAG, YELLOW_TAG, http_get, http_post\nfrom .validation import validate_file\n\n\nclass TrainingJob:\n \"\"\"A training job in AutoNLP\"\"\"\n\n job_id: int\n status: str\n status_emoji: str\n created_at: datetime\n updated_at: datetime\n\n @classmethod\n def from_json_resp(cls, json_resp: dict):\n return cls(\n job_id=json_resp[\"id\"],\n status_emoji=JOB_STATUS[json_resp[\"status\"] - 1][0],\n status=JOB_STATUS[json_resp[\"status\"] - 1][1],\n created_at=datetime.fromisoformat(json_resp[\"created_at\"]),\n updated_at=datetime.fromisoformat(json_resp[\"updated_at\"]),\n )\n\n def __str__(self):\n return \"\\n\".join(\n [\n f\"\ud83d\udcda Model # {self.job_id}\",\n f\" \u2022 {BOLD_TAG}Status{RESET_TAG}: {self.status_emoji} {self.status}\",\n f\" \u2022 {BOLD_TAG}Created at{RESET_TAG}: {self.created_at.strftime('%Y-%m-%d %H:%M Z')}\",\n f\" \u2022 {BOLD_TAG}Last update{RESET_TAG}: {self.updated_at.strftime('%Y-%m-%d %H:%M Z')}\",\n ]\n )\n\n\n@dataclass\nclass UploadedFile:\n \"\"\"A file uploaded to an AutoNLP project\"\"\"\n\n file_id: int\n filename: str\n processing_status: str\n split: str\n col_mapping: Dict[str, str]\n created_at: datetime\n updated_at: datetime\n\n @classmethod\n def from_json_resp(cls, json_resp: dict):\n return cls(\n file_id=json_resp[\"data_file_id\"],\n filename=json_resp[\"fname\"],\n processing_status=FILE_STATUS[json_resp[\"download_status\"] - 1],\n split=SPLITS[json_resp[\"split\"] - 1],\n col_mapping=json_resp[\"col_mapping\"],\n created_at=datetime.fromisoformat(json_resp[\"created_at\"]),\n updated_at=datetime.fromisoformat(json_resp[\"updated_at\"]),\n )\n\n def __str__(self):\n return \"\\n\".join(\n [\n f\"\ud83d\udcc1 {CYAN_TAG}{self.filename}{RESET_TAG} (id # {self.file_id})\",\n f\" \u2022 {BOLD_TAG}Split{RESET_TAG}: {self.split}\",\n f\" \u2022 {BOLD_TAG}Processing status{RESET_TAG}: {self.processing_status}\",\n f\" \u2022 {BOLD_TAG}Last update{RESET_TAG}: {self.updated_at.strftime('%Y-%m-%d %H:%M Z')}\",\n ]\n )\n\n\n@dataclass\n\n ... [6 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 84: ... [6 more classdefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d4cecc18d5f88370e565ff6b3803a9cfe92f4765
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TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright 2012 Viewfinder Inc. All Rights Reserved. """Apple Push Notification service utilities. Original copyright for this code: https://github.com/jayridge/apnstornado TokenToBinary(): converts a hex-encoded token into a binary value CreateMessage(): formats a binary APNs message from parameters ParseResponse(): parses APNs binary response for status & identifier ErrorStatusToString(): converts error status to error message """ __author__ = 'spencer@emailscrubbed.com (Spencer Kimball)' import base64 import json import struct import time from tornado import escape _MAX_PAYLOAD_BYTES = 256 """Maximum number of bytes in the APNS payload.""" _ELLIPSIS_BYTES = escape.utf8(u'…') """UTF-8 encoding of the Unicode ellipsis character.""" def TokenToBinary(token): return base64.b64decode(token) def TokenFromBinary(bin_token): return base64.b64encode(bin_token) def CreateMessage(token, alert=None, badge=None, sound=None, identifier=0, expiry=None, extra=None, allow_truncate=True): token = TokenToBinary(token) if len(token) != 32: raise ValueError, u'Token must be a 32-byte binary string.' if (alert is not None) and (not isinstance(alert, (basestring, dict))): ... code continues ...
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Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: raise ValueError, u'Alert message must be a string or a dictionary.' if expiry is None: expiry = long(time.time() + 365 * 86400) # Start by determining the length of the UTF-8 encoded JSON with no alert text. This allows us to
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 1,249
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright 2012 Viewfinder Inc. All Rights Reserved.\n\n\"\"\"Apple Push Notification service utilities.\n\nOriginal copyright for this code: https://github.com/jayridge/apnstornado\n\n TokenToBinary(): converts a hex-encoded token into a binary value\n CreateMessage(): formats a binary APNs message from parameters\n ParseResponse(): parses APNs binary response for status & identifier\n ErrorStatusToString(): converts error status to error message\n\"\"\"\n\n__author__ = 'spencer@emailscrubbed.com (Spencer Kimball)'\n\nimport base64\nimport json\nimport struct\nimport time\n\nfrom tornado import escape\n\n\n_MAX_PAYLOAD_BYTES = 256\n\"\"\"Maximum number of bytes in the APNS payload.\"\"\"\n\n_ELLIPSIS_BYTES = escape.utf8(u'\u2026')\n\"\"\"UTF-8 encoding of the Unicode ellipsis character.\"\"\"\n\n\ndef TokenToBinary(token):\n return base64.b64decode(token)\n\n\ndef TokenFromBinary(bin_token):\n return base64.b64encode(bin_token)\n\ndef CreateMessage(token, alert=None, badge=None, sound=None,\n identifier=0, expiry=None, extra=None, allow_truncate=True):\n token = TokenToBinary(token)\n if len(token) != 32:\n raise ValueError, u'Token must be a 32-byte binary string.'\n if (alert is not None) and (not isinstance(alert, (basestring, dict))):\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 raise ValueError, u'Alert message must be a string or a dictionary.'\n if expiry is None:\n expiry = long(time.time() + 365 * 86400)\n\n # Start by determining the length of the UTF-8 encoded JSON with no alert text. This allows us to"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4cf41c3907f30d0f8d4b3c715caa3ef127581dc
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: def _make_circular_data(num_sectors): """Generate datapoints arranged in an even circle.""" center_indices = np.array(range(0, num_sectors)) sector_angle = 2 * np.pi / num_sectors angles = (center_indices + 0.5) * sector_angle x = 0.7 * np.cos(angles) y = 0.7 * np.sin(angles) labels = 2 * np.remainder(np.floor_divide(angles, sector_angle), 2) - 1 return x, y, labels def make_double_cake_data(num_sectors): x1, y1, labels1 = _make_circular_data(num_sectors) x2, y2, labels2 = _make_circular_data(num_sectors) # x and y coordinates of the datapoints x = np.hstack([x1, 0.5 * x2]) y = np.hstack([y1, 0.5 * y2]) # Canonical form of dataset
|
X = np.vstack([x, y]).T labels = np.hstack([labels1, -1 * labels2]) # Canonical form of labels Y = labels.astype(int) return X, Y ############################################################################## # Next, we define a function to help plot the ``DoubleCake`` data: ... [9 more functiondefs truncated] ...
|
intermediate
|
database
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 1,048
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\ndef _make_circular_data(num_sectors):\n \"\"\"Generate datapoints arranged in an even circle.\"\"\"\n center_indices = np.array(range(0, num_sectors))\n sector_angle = 2 * np.pi / num_sectors\n angles = (center_indices + 0.5) * sector_angle\n x = 0.7 * np.cos(angles)\n y = 0.7 * np.sin(angles)\n labels = 2 * np.remainder(np.floor_divide(angles, sector_angle), 2) - 1\n\n return x, y, labels\n\n\ndef make_double_cake_data(num_sectors):\n x1, y1, labels1 = _make_circular_data(num_sectors)\n x2, y2, labels2 = _make_circular_data(num_sectors)\n\n # x and y coordinates of the datapoints\n x = np.hstack([x1, 0.5 * x2])\n y = np.hstack([y1, 0.5 * y2])\n\n # Canonical form of dataset"}, {"role": "assistant", "content": "\n X = np.vstack([x, y]).T\n\n labels = np.hstack([labels1, -1 * labels2])\n\n # Canonical form of labels\n Y = labels.astype(int)\n\n return X, Y\n\n##############################################################################\n# Next, we define a function to help plot the ``DoubleCake`` data:\n\n\n ... [9 more functiondefs truncated] ..."}]
| false
| null | null | null |
d4d089a89ed2ccdb81f62b6a9415dbcedcf723fa
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/usr/bin/python3 import pygame import random import time ##VARIABLES TO CHANGE class Tile: def __init__(self,number,s): self.number = number n = number-1 self.color = ((n/s)*(255/s),(n%s)*(255/s),128) def draw(self,screen,font,x,y,width,height): pygame.draw.rect(screen,self.color,(x,y,width,height)) text = font.render(str(self.number),True,BLACK) screen.blit(text,(x,y)) class Board: content = [] start_t=0 end_t=0 game=False moves = 0 def __init__(self,size): self.size = size for i in range(0,size): self.content.append([]) for j in range(0,size): self.content[i].append(None) self.content[i][j] = Tile(i+j*size+1,size) def rotate_left(self,y): new = [] for i in range(0,self.size): new.append(self.content[(i-1)%self.size][y]) for i in range(0,self.size): self.content[i][y] = new[i] self.moves+=1 return new def rotate_right(self,y): new = [] for i in range(0,self.size): new.append(self.content[(i+1)%self.size][y]) for i in range(0,self.size): self.content[i][y] = new[i] self.moves+=1 return new def rotate_down(self,x): new = [] for i in range(0,self.size): new.append(self.content[x][(i-1)%self.size]) for i in range(0,self.size): self.content[x][i] = new[i] self.moves+=1 return new def rotate_up(self,x): new = [] for i in range(0,self.size): new.append(self.content[x][(i+1)%self.size]) for i in range(0,self.size): self.content[x][i] = new[i] self.moves+=1 return new def draw(self,screen,font): for i in range(0,self.size): for j in range(0,self.size):
|
w = (width / self.size) h = (height / self.size) x = i * w y = j * h self.content[i][j].draw(screen,font,x,y,w,h) def scramble(self,n): for i in range(0,n): o = random.randint(0,3) if o == 0: self.rotate_left(random.randint(0,board_size-1)) elif o == 1: self.rotate_right(random.randint(0,board_size-1)) elif o == 2: self.rotate_up(random.randint(0,board_size-1)) else: self.rotate_down(random.randint(0,board_size-1)) self.game=False self.moves=0 return True def is_solved(self): for i in range(0,self.size): for j in range(0,self.size): if self.content[i][j].number != i+j*self.size+1: return False return True def start_time(self): print("time has started") self.start_t = time.monotonic() self.game = True return self.start_time def end_time(self): print("time has ended") self.end_t = time.monotonic() return self.end_time def get_time(self): if (not self.is_solved()) and self.game: return (time.monotonic() - self.start_t , BLACK) elif self.is_solved() and self.game: return (self.end_t - self.start_t , GREEN) else: return (0 , BLACK) ... [1 more functiondefs truncated] ...
|
advanced
|
oop
|
code_completion
|
Pythoncode:Python
| 13
| 2
| 2,786
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/usr/bin/python3\nimport pygame\nimport random\nimport time\n\n##VARIABLES TO CHANGE\nclass Tile:\n\tdef __init__(self,number,s):\n\t\tself.number = number\n\t\tn = number-1\n\t\tself.color = ((n/s)*(255/s),(n%s)*(255/s),128)\n\tdef draw(self,screen,font,x,y,width,height):\n\t\tpygame.draw.rect(screen,self.color,(x,y,width,height))\n\t\ttext = font.render(str(self.number),True,BLACK)\n\t\tscreen.blit(text,(x,y))\n\nclass Board:\n\tcontent = []\n\tstart_t=0\n\tend_t=0\n\tgame=False\n\tmoves = 0\n\tdef __init__(self,size):\n\t\tself.size = size\n\t\tfor i in range(0,size):\n\t\t\tself.content.append([])\n\t\t\tfor j in range(0,size):\n\t\t\t\tself.content[i].append(None)\n\t\t\t\tself.content[i][j] = Tile(i+j*size+1,size)\n\tdef rotate_left(self,y):\n\t\tnew = []\n\t\tfor i in range(0,self.size):\n\t\t\tnew.append(self.content[(i-1)%self.size][y])\n\t\tfor i in range(0,self.size):\n\t\t\tself.content[i][y] = new[i]\n\t\tself.moves+=1\n\t\treturn new\n\tdef rotate_right(self,y):\n\t\tnew = []\n\t\tfor i in range(0,self.size):\n\t\t\tnew.append(self.content[(i+1)%self.size][y])\n\t\tfor i in range(0,self.size):\n\t\t\tself.content[i][y] = new[i]\n\t\tself.moves+=1\n\t\treturn new\n\tdef rotate_down(self,x):\n\t\tnew = []\n\t\tfor i in range(0,self.size):\n\t\t\tnew.append(self.content[x][(i-1)%self.size])\n\t\tfor i in range(0,self.size):\n\t\t\tself.content[x][i] = new[i]\n\t\tself.moves+=1\n\t\treturn new\n\tdef rotate_up(self,x):\n\t\tnew = []\n\t\tfor i in range(0,self.size):\n\t\t\tnew.append(self.content[x][(i+1)%self.size])\n\t\tfor i in range(0,self.size):\n\t\t\tself.content[x][i] = new[i]\n\t\tself.moves+=1\n\t\treturn new\n\n\tdef draw(self,screen,font):\n\t\tfor i in range(0,self.size):\n\t\t\tfor j in range(0,self.size):"}, {"role": "assistant", "content": "\n\t\t\t\tw = (width / self.size)\n\t\t\t\th = (height / self.size)\n\t\t\t\tx = i * w\n\t\t\t\ty = j * h\n\t\t\t\tself.content[i][j].draw(screen,font,x,y,w,h)\n\tdef scramble(self,n):\n\t\tfor i in range(0,n):\n\t\t\to = random.randint(0,3)\n\t\t\tif o == 0:\n\t\t\t\tself.rotate_left(random.randint(0,board_size-1))\n\t\t\telif o == 1:\n\t\t\t\tself.rotate_right(random.randint(0,board_size-1))\n\t\t\telif o == 2:\n\t\t\t\tself.rotate_up(random.randint(0,board_size-1))\n\t\t\telse:\n\t\t\t\tself.rotate_down(random.randint(0,board_size-1))\n\t\tself.game=False\n\t\tself.moves=0\n\t\treturn True\n\tdef is_solved(self):\n\t\tfor i in range(0,self.size):\n\t\t\tfor j in range(0,self.size):\n\t\t\t\tif self.content[i][j].number != i+j*self.size+1:\n\t\t\t\t\treturn False\n\t\treturn True\n\tdef start_time(self):\n\t\tprint(\"time has started\")\n\t\tself.start_t = time.monotonic()\n\t\tself.game = True\n\t\treturn self.start_time\n\tdef end_time(self):\n\t\tprint(\"time has ended\")\n\t\tself.end_t = time.monotonic()\n\t\treturn self.end_time\n\tdef get_time(self):\n\t\tif (not self.is_solved()) and self.game:\n\t\t\treturn (time.monotonic() - self.start_t , BLACK)\n\t\telif self.is_solved() and self.game:\n\t\t\treturn (self.end_t - self.start_t , GREEN)\n\t\telse:\n\t\t\treturn (0 , BLACK)\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
d4d1efc02f1792aaf622052d335ddc24c16d8ad6
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # for문에서 continue 사용하기, continue = skip개념!!! for i in range(1,11): if i == 6: continue; print(i print(i); print(i); print(i); print(i)
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 5 - expected ')' • SyntaxError: '(' was never closed at line 5 Fixes: • Add closing ')' bracket • Review code syntax
|
beginner
|
general
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 166
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# for\ubb38\uc5d0\uc11c continue \uc0ac\uc6a9\ud558\uae30, continue = skip\uac1c\ub150!!!\r\nfor i in range(1,11):\r\n if i == 6:\r\n continue;\r\nprint(i\n print(i);\r\n print(i);\r\n print(i);\r\nprint(i)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 5 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 5\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
d4d2b1d5851dc6a58371dc3c355389cf9d7d425c
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # ============================================================================= # # Copyright (c) 2016, Cisco Systems # All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # Redistributions of source code must retain the above copyright notice, # this list of conditions and the following disclaimer. # Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE # ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE # LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR # CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF # SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS # INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN # CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) # ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF # THE POSSIBILITY OF SUCH DAMAGE. # ============================================================================= class SoftwarePackage(object): def __init__(self, package_name): self.package_name = package_name self._platform = None self._package_type = None self._version = None self._smu = None self._subversion = None @property def platform(self): if not self._platform: for platform in platforms: if platform + "-" in self.package_name: self._platform = platform break return self._platform @property ... [12 more functiondefs truncated] ...
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Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 7 has no indented body IndentationError at line 49 ⚠️ Warnings: Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 Unexpected indentation at line 35 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
|
advanced
|
database
|
debugging
|
Pythoncode:Python
| 2
| 1
| 2,081
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# =============================================================================\n#\n# Copyright (c) 2016, Cisco Systems\n# All rights reserved.\n#\n# Redistribution and use in source and binary forms, with or without\n# modification, are permitted provided that the following conditions are met:\n#\n# Redistributions of source code must retain the above copyright notice,\n# this list of conditions and the following disclaimer.\n# Redistributions in binary form must reproduce the above copyright notice,\n# this list of conditions and the following disclaimer in the documentation\n# and/or other materials provided with the distribution.\n# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE\n# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n# THE POSSIBILITY OF SUCH DAMAGE.\n# =============================================================================\n\nclass SoftwarePackage(object):\n def __init__(self, package_name):\n self.package_name = package_name\n\n self._platform = None\n self._package_type = None\n self._version = None\n self._smu = None\n self._subversion = None\n\n @property\n def platform(self):\n if not self._platform:\n for platform in platforms:\n if platform + \"-\" in self.package_name:\n self._platform = platform\n break\n\n return self._platform\n\n @property\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 Block at line 7 has no indented body\n IndentationError at line 49\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n Unexpected indentation at line 35\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
d4d42429c658c9fa5c1d797f95b772cf6d3bbc13
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Copyright to Alexander Liu. # Any distrubites of this copy should inform its author. If for commercial, please inform the author for authentication. Apr 2014 import sys reload(sys) sys.setdefaultencoding('utf-8') from lxml import etree import time import json import urllib import urllib2 # For media posting from poster.encode import multipart_encode from poster.streaminghttp import register_openers class ParsingContainer(object): """Parsing Wechat messages for whose types are of : 'text', 'image', 'voice', 'video', 'location', 'link' After making a new instance of the class, need to declare the 'MsgType' For example, $~ python >>> holder = ParsingContainer() >>> hasattr(holder, "_Content") >>> True >>> holder.initType(MsgType='video') >>> hasattr(holder, "_PicUrl") >>> True >>> holder.initType(MsgType='text') # Or we can just ellipsis this operation since by default its 'text' >>> hasattr(holder, "_PicUrl") >>> False >>> hasattr(holder, "_Content") >>> True >>> holder.getElementByTag('Content') >>> '' """ # By default, MsgType is set as 'text' MsgType = 'text' # Unique tages in all the mapping relationship # # For those tags in-common of normal message global commonTag commonTag = ['ToUserName', 'FromUserName', 'CreateTime', 'MsgId', 'MsgType'] # For normal message mapping global normalMapping normalMapping = { 'text':['Content'], 'image':['PicUrl',
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 17 • Unclosed '{' at line 44 - expected '}' • Unclosed '[' at line 46 - expected ']' Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 1
| 1,554
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n# Copyright to Alexander Liu. \n# Any distrubites of this copy should inform its author. If for commercial, please inform the author for authentication. Apr 2014\nimport sys\nreload(sys)\nsys.setdefaultencoding('utf-8')\nfrom lxml import etree\nimport time\nimport json\nimport urllib\nimport urllib2\n# For media posting\nfrom poster.encode import multipart_encode\nfrom poster.streaminghttp import register_openers\n\nclass ParsingContainer(object):\n \"\"\"Parsing Wechat messages for whose types are of : 'text', 'image', 'voice', 'video', 'location', 'link'\n After making a new instance of the class, need to declare the 'MsgType'\n For example, \n $~ python\n >>> holder = ParsingContainer()\n >>> hasattr(holder, \"_Content\")\n >>> True\n >>> holder.initType(MsgType='video')\n >>> hasattr(holder, \"_PicUrl\")\n >>> True\n >>> holder.initType(MsgType='text') # Or we can just ellipsis this operation since by default its 'text'\n >>> hasattr(holder, \"_PicUrl\")\n >>> False\n >>> hasattr(holder, \"_Content\")\n >>> True\n >>> holder.getElementByTag('Content')\n >>> ''\n \"\"\"\n # By default, MsgType is set as 'text'\n MsgType = 'text'\n # Unique tages in all the mapping relationship\n # \n # For those tags in-common of normal message\n global commonTag\n commonTag = ['ToUserName', 'FromUserName', 'CreateTime', 'MsgId', 'MsgType']\n # For normal message mapping\n global normalMapping\n normalMapping = {\n 'text':['Content'],\n 'image':['PicUrl',"}, {"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 17\n \u2022 Unclosed '{' at line 44 - expected '}'\n \u2022 Unclosed '[' at line 46 - expected ']'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4d48c8aa150de0f108ac0a0655e92b6976fd528
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from plasTeX import Command, Environment def ProcessOptions(options, document): colors = {} document.userdata.setPath('packages/color/colors', colors) colors['red'] = latex2htmlcolor('1,0,0') colors['green'] = latex2htmlcolor('0,1,0') colors['blue'] = latex2htmlcolor('0,0,1') colors['cyan'] = latex2htmlcolor('0,1,1') colors['magenta'] = latex2htmlcolor('1,0,1') colors['yellow'] = latex2htmlcolor('1,1,0') colors['white'] = latex2htmlcolor('1') colors['black'] = latex2htmlcolor('0') colors['gray'] = latex2htmlcolor('0.9') colors['darkred'] = latex2htmlcolor('0.8,0,0') colors['middlered'] = latex2htmlcolor('0.9,0,0') colors['lightred'] = latex2htmlcolor('1,0,0') colors['darkgreen'] = latex2htmlcolor('0,0.6,0') colors['middlegreen'] = latex2htmlcolor('0,0.8,0') colors['lightgreen'] = latex2htmlcolor('0,1,0') colors['darkblue'] = latex2htmlcolor('0,0,0.8') colors['middleblue'] = latex2htmlcolor('0,0,0.9') colors['lightblue'] = latex2htmlcolor('0,0,1') colors['darkcyan'] = latex2htmlcolor('0.6,0.8,0.8') colors['middlecyan'] = latex2htmlcolor('0,0.8,0.8') colors['darkmagenta'] = latex2htmlcolor('0.8,0.6,0.8') colors['middlemagenta'] = latex2htmlcolor('1,0,0.6') colors['darkyellow'] = latex2htmlcolor('0.8,0.8,0.6') colors['middleyellow'] = latex2htmlcolor('1,1,0.2') colors['darkgray'] = latex2htmlcolor('0.5') colors['middlegray'] = latex2htmlcolor('0.7') colors['lightgray'] = latex2htmlcolor('0.9') def latex2htmlcolor(arg, model='rgb', named=None): named = named or {} if model == 'named': return named.get(arg, '') if ',' in arg: Error: SyntaxError / EOF
|
Fixed Code: from plasTeX import Command, Environment def ProcessOptions(options, document): colors = {} document.userdata.setPath('packages/color/colors', colors) colors['red'] = latex2htmlcolor('1,0,0') colors['green'] = latex2htmlcolor('0,1,0') colors['blue'] = latex2htmlcolor('0,0,1') colors['cyan'] = latex2htmlcolor('0,1,1') colors['magenta'] = latex2htmlcolor('1,0,1') colors['yellow'] = latex2htmlcolor('1,1,0') colors['white'] = latex2htmlcolor('1') colors['black'] = latex2htmlcolor('0') colors['gray'] = latex2htmlcolor('0.9') colors['darkred'] = latex2htmlcolor('0.8,0,0') colors['middlered'] = latex2htmlcolor('0.9,0,0') colors['lightred'] = latex2htmlcolor('1,0,0') colors['darkgreen'] = latex2htmlcolor('0,0.6,0') colors['middlegreen'] = latex2htmlcolor('0,0.8,0') Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 3
| 2
| 1,686
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom plasTeX import Command, Environment\n\n\ndef ProcessOptions(options, document):\n colors = {}\n document.userdata.setPath('packages/color/colors', colors)\n colors['red'] = latex2htmlcolor('1,0,0')\n colors['green'] = latex2htmlcolor('0,1,0')\n colors['blue'] = latex2htmlcolor('0,0,1')\n colors['cyan'] = latex2htmlcolor('0,1,1')\n colors['magenta'] = latex2htmlcolor('1,0,1')\n colors['yellow'] = latex2htmlcolor('1,1,0')\n colors['white'] = latex2htmlcolor('1')\n colors['black'] = latex2htmlcolor('0')\n colors['gray'] = latex2htmlcolor('0.9')\n colors['darkred'] = latex2htmlcolor('0.8,0,0')\n colors['middlered'] = latex2htmlcolor('0.9,0,0')\n colors['lightred'] = latex2htmlcolor('1,0,0')\n colors['darkgreen'] = latex2htmlcolor('0,0.6,0')\n colors['middlegreen'] = latex2htmlcolor('0,0.8,0')\n colors['lightgreen'] = latex2htmlcolor('0,1,0')\n colors['darkblue'] = latex2htmlcolor('0,0,0.8')\n colors['middleblue'] = latex2htmlcolor('0,0,0.9')\n colors['lightblue'] = latex2htmlcolor('0,0,1')\n colors['darkcyan'] = latex2htmlcolor('0.6,0.8,0.8')\n colors['middlecyan'] = latex2htmlcolor('0,0.8,0.8')\n colors['darkmagenta'] = latex2htmlcolor('0.8,0.6,0.8')\n colors['middlemagenta'] = latex2htmlcolor('1,0,0.6')\n colors['darkyellow'] = latex2htmlcolor('0.8,0.8,0.6')\n colors['middleyellow'] = latex2htmlcolor('1,1,0.2')\n colors['darkgray'] = latex2htmlcolor('0.5')\n colors['middlegray'] = latex2htmlcolor('0.7')\n colors['lightgray'] = latex2htmlcolor('0.9')\n\n\ndef latex2htmlcolor(arg, model='rgb', named=None):\n named = named or {}\n if model == 'named':\n return named.get(arg, '')\n if ',' in arg:\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom plasTeX import Command, Environment\n\n\ndef ProcessOptions(options, document):\n colors = {}\n document.userdata.setPath('packages/color/colors', colors)\n colors['red'] = latex2htmlcolor('1,0,0')\n colors['green'] = latex2htmlcolor('0,1,0')\n colors['blue'] = latex2htmlcolor('0,0,1')\n colors['cyan'] = latex2htmlcolor('0,1,1')\n colors['magenta'] = latex2htmlcolor('1,0,1')\n colors['yellow'] = latex2htmlcolor('1,1,0')\n colors['white'] = latex2htmlcolor('1')\n colors['black'] = latex2htmlcolor('0')\n colors['gray'] = latex2htmlcolor('0.9')\n colors['darkred'] = latex2htmlcolor('0.8,0,0')\n colors['middlered'] = latex2htmlcolor('0.9,0,0')\n colors['lightred'] = latex2htmlcolor('1,0,0')\n colors['darkgreen'] = latex2htmlcolor('0,0.6,0')\n colors['middlegreen'] = latex2htmlcolor('0,0.8,0')\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4d7101b172b777d4c47f40c60724b8fe87dbf67
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: print('\033[0;33;44mTeste\033[m') print('\033[4;33;44mTeste\033[m') print('\033[1;35;43mTeste\033[m') print('\033[7;32;40mTeste\033[m') print('\033[7;30mTeste\033[m') print(" - - - Testando os 40 - - -") print("\033[0;37;40mPreto\033[m") print("\033[0;30;41mVermelho\033[m") print("\033[0;30;42mVerde\033[m") print("\033[0;30;43mAmarelo\033[m") print("\033[0;30;44mRoxo\033[m") print("\033[0;30;45mLilás\033[m") print("\033[0;30;46mTurquesa\033[m") print("\033[0;30;47mBranco\033[m") print("\033[0;36;48mFundo Transparente\033[m") print(" - - - Testando os 30 - - -") print("\033[0;37;40mTeste\033[m") print("\033[0;31;40mTeste\033[m") print("\033[0;32;40mTeste\033[m") print("\033[0;33;40mTeste\033[m") print("\033[0;34;40mTeste\033[m") print("\033[0;35;40mTeste\033[m") print("\033[0;36;40mTeste\033[m") print("\033[0;37;40mTeste\033[m") print("\033[0;38;40mTeste\033[m") print(" - - - Testando os 1ª - - -") print("\033[0;30;47mTeste\033[m") print("\033[1;30;47mTexto em Negrito\033[m") print("\033[2;30;47mTeste\033[m") print("\033[3;30;47mFonta Itálica\033[m") print("\033[4;30;47mSublinhado\033[m") print("\033[5;30;47mTeste\033[m") print("\033[6;30;47mTeste\033[m") print("\033[7;30;47mTeste\033[m") print("\033[7;38;47mTeste\033[m")
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 1,242
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nprint('\\033[0;33;44mTeste\\033[m')\nprint('\\033[4;33;44mTeste\\033[m')\nprint('\\033[1;35;43mTeste\\033[m')\nprint('\\033[7;32;40mTeste\\033[m')\nprint('\\033[7;30mTeste\\033[m')\n\nprint(\" - - - Testando os 40 - - -\")\nprint(\"\\033[0;37;40mPreto\\033[m\")\nprint(\"\\033[0;30;41mVermelho\\033[m\")\nprint(\"\\033[0;30;42mVerde\\033[m\")\nprint(\"\\033[0;30;43mAmarelo\\033[m\")\nprint(\"\\033[0;30;44mRoxo\\033[m\")\nprint(\"\\033[0;30;45mLil\u00e1s\\033[m\")\nprint(\"\\033[0;30;46mTurquesa\\033[m\")\nprint(\"\\033[0;30;47mBranco\\033[m\")\nprint(\"\\033[0;36;48mFundo Transparente\\033[m\")\n\nprint(\" - - - Testando os 30 - - -\")\nprint(\"\\033[0;37;40mTeste\\033[m\")\nprint(\"\\033[0;31;40mTeste\\033[m\")\nprint(\"\\033[0;32;40mTeste\\033[m\")\nprint(\"\\033[0;33;40mTeste\\033[m\")\nprint(\"\\033[0;34;40mTeste\\033[m\")\nprint(\"\\033[0;35;40mTeste\\033[m\")\nprint(\"\\033[0;36;40mTeste\\033[m\")\nprint(\"\\033[0;37;40mTeste\\033[m\")\nprint(\"\\033[0;38;40mTeste\\033[m\")\nprint(\" - - - Testando os 1\u00aa - - -\")\nprint(\"\\033[0;30;47mTeste\\033[m\")\nprint(\"\\033[1;30;47mTexto em Negrito\\033[m\")\nprint(\"\\033[2;30;47mTeste\\033[m\")\nprint(\"\\033[3;30;47mFonta It\u00e1lica\\033[m\")\nprint(\"\\033[4;30;47mSublinhado\\033[m\")\nprint(\"\\033[5;30;47mTeste\\033[m\")\nprint(\"\\033[6;30;47mTeste\\033[m\")\nprint(\"\\033[7;30;47mTeste\\033[m\")\nprint(\"\\033[7;38;47mTeste\\033[m\")"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d4d711198a223af0615e717b95a37866d231b085
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: """TurboGears project related information""" version = "2.4.3" description = "Next generation TurboGears" long_description=""" TurboGears brings together a best of breed python tools to create a flexible, full featured, and easy to use web framework. TurboGears 2 provides an integrated and well tested set of tools for everything you need to build dynamic, database driven applications. It provides a full range of tools for front end javascript develeopment, back database development and everything in between: * dynamic javascript powered widgets (ToscaWidge * automatic JSON generation from your controllers * powerful, designer friendly XHTML based templating * object or route based URL dispatchin * powerful Object Relational Mappers (SQLAlchemy) The latest development version is available in the `TurboGears Git repositories`_. .. _TurboGears Git repositories: https://github.com/TurboGe """ url="http://www.turbogears.org/" author= "Alessandro Molina, Mark Ramm, Christopher Perkins, Jonathan LaCour, Rick Copland, Alberto Valverde, Michael Pedersen and the TurboGears community" email = "amol@turbogears.org" copyright = """Copyright 2005-2020 Kevin Dangoor, Alberto Valverde, Mark Ramm, Christopher Perkins, Alessandro Molina and contributors""" license = "MIT"
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 4 • Unclosed '(' at line 14 - expected ')' • Block at line 12 has no indented body Fixes: • Add closing quote at line 4 • Add closing ')' bracket • Line 27 too long (155 chars) - break into multiple lines
|
intermediate
|
testing
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,282
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n\"\"\"TurboGears project related information\"\"\"\nversion = \"2.4.3\"\ndescription = \"Next generation TurboGears\"\nlong_description=\"\"\"\nTurboGears brings together a best of breed python tools\nto create a flexible, full featured, and easy to use web\nframework.\n\nTurboGears 2 provides an integrated and well tested set of tools for\neverything you need to build dynamic, database driven applications.\nIt provides a full range of tools for front end javascript\ndeveleopment, back database development and everything in between:\n\n* dynamic javascript powered widgets (ToscaWidge\n * automatic JSON generation from your controllers\n * powerful, designer friendly XHTML based templating\n* object or route based URL dispatchin\n * powerful Object Relational Mappers (SQLAlchemy)\n\nThe latest development version is available in the\n`TurboGears Git repositories`_.\n\n.. _TurboGears Git repositories:\nhttps://github.com/TurboGe\n\"\"\"\nurl=\"http://www.turbogears.org/\"\nauthor= \"Alessandro Molina, Mark Ramm, Christopher Perkins, Jonathan LaCour, Rick Copland, Alberto Valverde, Michael Pedersen and the TurboGears community\"\nemail = \"amol@turbogears.org\"\ncopyright = \"\"\"Copyright 2005-2020 Kevin Dangoor, Alberto Valverde, Mark Ramm, Christopher Perkins, Alessandro Molina and contributors\"\"\"\nlicense = \"MIT\""}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 4\n \u2022 Unclosed '(' at line 14 - expected ')'\n \u2022 Block at line 12 has no indented body\n\n Fixes:\n \u2022 Add closing quote at line 4\n \u2022 Add closing ')' bracket\n \u2022 Line 27 too long (155 chars) - break into multiple lines"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
d4d8056be31284c17cf40684370c5ac0209b3ede
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: ## PRODUCE MEAN CALCULATIONS AND EXPORT AS .NPY from __future__ import print_function path = '/home/mkloewer/python/swm/' import os; os.chdir(path) # change working directory import numpy as np from scipy import sparse import time as tictoc from netCDF4 import Dataset # OPTIONS runfolder = 15 print('Calculating subgrid-EKE means from run ' + str(runfolder)) ## read data runpath = path+'data/run%04i' % runfolder skip = 5*365 e = np.load(runpath+'/e_sub.npy')[skip:,:,:] print('run %i read.' % runfolder) ## create ouputfolder try: os.mkdir(runpath+'/analysis') except: pass ## U,V,H mean em = e.mean(axis=0) print('e mean done.') ## STORING dic = dict() all_var2export = ['em'] for v in all_var2export: exec('dic[v] ='+v) np.save(runpath+'/analysis/mean_e.npy',dic) print('Everything stored.')
|
Code analysis results: 🔴 Errors found: Dangerous use of eval()/exec() at line 36 - security risk ⚠️ Warnings: Empty except block - handle exceptions properly Bare 'except:' catches all exceptions - be specific 💡 Suggestions: Remove debug print() at line 12 before production Remove debug print() at line 19 before production Remove debug print() at line 29 before production
|
intermediate
|
data_processing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 816
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n## PRODUCE MEAN CALCULATIONS AND EXPORT AS .NPY\nfrom __future__ import print_function\npath = '/home/mkloewer/python/swm/'\nimport os; os.chdir(path) # change working directory\nimport numpy as np\nfrom scipy import sparse\nimport time as tictoc\nfrom netCDF4 import Dataset\n\n# OPTIONS\nrunfolder = 15\nprint('Calculating subgrid-EKE means from run ' + str(runfolder))\n\n## read data\nrunpath = path+'data/run%04i' % runfolder\n\nskip = 5*365\ne = np.load(runpath+'/e_sub.npy')[skip:,:,:]\nprint('run %i read.' % runfolder)\n\n## create ouputfolder\ntry:\n os.mkdir(runpath+'/analysis')\nexcept:\n pass\n\n## U,V,H mean\nem = e.mean(axis=0)\nprint('e mean done.')\n\n## STORING\ndic = dict()\nall_var2export = ['em']\n\nfor v in all_var2export:\n exec('dic[v] ='+v)\n\nnp.save(runpath+'/analysis/mean_e.npy',dic)\nprint('Everything stored.')"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Dangerous use of eval()/exec() at line 36 - security risk\n\n\u26a0\ufe0f Warnings:\n Empty except block - handle exceptions properly\n Bare 'except:' catches all exceptions - be specific\n\n\ud83d\udca1 Suggestions:\n Remove debug print() at line 12 before production\n Remove debug print() at line 19 before production\n Remove debug print() at line 29 before production"}]
| false
| null | null | null |
d4d8cf9487b5b92aa26fd31970eb23caa185f9d2
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: class BoggleSolver(object): """ This class uses an external words file as a dictionary of acceptable boggle words. When an instance of this class is created, it sets up an internal dictionary to look up valid boggle answers. The class' solve method can be used repeatedly to generate solutions for different boggle grids. """ def __init__(self, words_file, xlen=4, ylen=4, pre_compute_adj=False): """Create and initialize BoggleSolver instance. This creates the internal trie for fast word lookup letter-by-letter. Words that begin with capital letters and words that are not within the specified length limits are filtered out. Arguments: xlen -- X dimension (width) of board. ylen -- Y dimension (height) of board. pre_compute_adj -- Pre-compute adjacency matrix. """ assert(xlen > 1) assert(ylen > 1) self.xlen = xlen self.ylen = ylen self.board_size = xlen * ylen if pre_compute_adj: self.adjacency = BoggleSolver._create_adjacency_matrix(xlen, ylen) else: self.adjacency = None self.trie = BoggleSolver._load_dictionary( words_file, self.board_size, 3) ... [6 more functiondefs truncated] ...
|
Functions: __init__ Classes: BoggleSolver This code demonstrates Pythoncode:Python programming.
|
advanced
|
testing
|
code_explanation
|
Pythoncode:Python
| 1
| 1
| 1,327
| false
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nclass BoggleSolver(object):\n \"\"\"\n This class uses an external words file as a dictionary of acceptable boggle\n words. When an instance of this class is created, it sets up an internal\n dictionary to look up valid boggle answers. The class' solve method can be\n used repeatedly to generate solutions for different boggle grids.\n\n \"\"\"\n\n def __init__(self, words_file, xlen=4, ylen=4, pre_compute_adj=False):\n \"\"\"Create and initialize BoggleSolver instance.\n\n This creates the internal trie for fast word lookup letter-by-letter.\n Words that begin with capital letters and words that are not within the\n specified length limits are filtered out.\n\n Arguments:\n xlen -- X dimension (width) of board.\n ylen -- Y dimension (height) of board.\n pre_compute_adj -- Pre-compute adjacency matrix.\n\n \"\"\"\n assert(xlen > 1)\n assert(ylen > 1)\n self.xlen = xlen\n self.ylen = ylen\n self.board_size = xlen * ylen\n if pre_compute_adj:\n self.adjacency = BoggleSolver._create_adjacency_matrix(xlen, ylen)\n else:\n self.adjacency = None\n self.trie = BoggleSolver._load_dictionary(\n words_file, self.board_size, 3)\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Functions: __init__\n Classes: BoggleSolver\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d4d8f82be29e6cb13695308004bac74a741d2095
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import logging import pytest from ocs_ci.framework.testlib import ( managed_service_required, skipif_ms_consumer, tier4, tier4a, ) from ocs_ci.ocs import constants from ocs_ci.utility import pagerduty log = logging.getLogger(__name__) @tier4 @tier4a @managed_service_required @skipif_ms_consumer @pytest.mark.polarion_id("OCS-2771") def test_corrupt_pg_pd(measure_corrupt_pg): """ Test that there is appropriate incident in PagerDuty when Placement group on one OSD is corrupted and that this incident is cleared when the corrupted ceph pool is removed. """ api = pagerduty.PagerDutyAPI() # get incidents from time when manager deployment was scaled down incidents = measure_corrupt_pg.get("pagerduty_ Error: SyntaxError / EOF
|
Fixed Code: import logging import pytest from ocs_ci.framework.testlib import ( managed_service_required, skipif_ms_consumer, tier4, tier4a, ) from ocs_ci.ocs import constants from ocs_ci.utility import pagerduty log = logging.getLogger(__name__) @tier4 @tier4a @managed_service_required @skipif_ms_consumer Explanation: Complete the truncated code structure
|
intermediate
|
testing
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 755
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport logging\nimport pytest\n\nfrom ocs_ci.framework.testlib import (\n managed_service_required,\n skipif_ms_consumer,\n tier4,\n tier4a,\n)\nfrom ocs_ci.ocs import constants\nfrom ocs_ci.utility import pagerduty\n\n\nlog = logging.getLogger(__name__)\n\n\n@tier4\n@tier4a\n@managed_service_required\n@skipif_ms_consumer\n@pytest.mark.polarion_id(\"OCS-2771\")\ndef test_corrupt_pg_pd(measure_corrupt_pg):\n \"\"\"\n Test that there is appropriate incident in PagerDuty when Placement group\n on one OSD is corrupted and that this incident is cleared when the corrupted\n ceph pool is removed.\n \"\"\"\n api = pagerduty.PagerDutyAPI()\n\n # get incidents from time when manager deployment was scaled down\n incidents = measure_corrupt_pg.get(\"pagerduty_\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport logging\nimport pytest\n\nfrom ocs_ci.framework.testlib import (\n managed_service_required,\n skipif_ms_consumer,\n tier4,\n tier4a,\n)\nfrom ocs_ci.ocs import constants\nfrom ocs_ci.utility import pagerduty\n\n\nlog = logging.getLogger(__name__)\n\n\n@tier4\n@tier4a\n@managed_service_required\n@skipif_ms_consumer\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
d4db73effedd714b6a4d9b15c4a8d627cf47c849
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- coding: utf-8 -*- import numpy as np, pandas as pd, arviz as az, prince, matplotlib.pyplot as plt, seaborn as sns from cmdstanpy import CmdStanModel #%% load data
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 178
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\r\n\r\nimport numpy as np, pandas as pd, arviz as az, prince, matplotlib.pyplot as plt, seaborn as sns\r\nfrom cmdstanpy import CmdStanModel\r\n\r\n#%% load data"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
d4db81ffa51e39a4b08cb2f618fbc4f85e8db0b8
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- import json import threading import os import time import mats import sys import requests import traceback import re from util import debug, error class MatsLoader(threading.Thread): """ Fire and forget loader for materials - will queue a 'mats' event or an 'error' event if the load fails. Automatically runs as a daemon """ def __init__(self, filename, queue): """ filename is the file to async load queue is the queue to report the results into """ threading.Thread.__init__(self) self.queue = queue self.filename = filename self.daemon = True def run(self): try: m = mats.Materials(self.filename) self.queue.put( { 'mats': m._materials } ) except: self.queue.put( { 'error': 'Failed to load materials ' + str(sys.exc_info()[0]) } ) class MatsLoaderRemote(threading.Thread): """ Fire and forget loader for materials - will queue a 'mats' event or an 'error' event if the load fai
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 15 • SyntaxError: unterminated triple-quoted string literal (detected at line 39) at line 37 Fixes: • Complete the expression on the last line • Add closing quote at line 15 • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 6
| 2
| 1,064
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport json\nimport threading\nimport os\nimport time\nimport mats\nimport sys\nimport requests\nimport traceback\nimport re\nfrom util import debug, error\n\nclass MatsLoader(threading.Thread):\n \"\"\"\n Fire and forget loader for materials - will queue a 'mats' event or \n an 'error' event if the load fails. Automatically runs as a daemon\n \"\"\"\n def __init__(self, filename, queue):\n \"\"\"\n filename is the file to async load\n queue is the queue to report the results into\n \"\"\"\n threading.Thread.__init__(self)\n self.queue = queue\n self.filename = filename\n self.daemon = True\n\n def run(self):\n try:\n m = mats.Materials(self.filename)\n self.queue.put( { 'mats': m._materials } )\n except:\n self.queue.put( { 'error': 'Failed to load materials ' + str(sys.exc_info()[0]) } )\n\nclass MatsLoaderRemote(threading.Thread):\n \"\"\"\n Fire and forget loader for materials - will queue a 'mats' event or \n an 'error' event if the load fai"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 15\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 39) at line 37\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing quote at line 15\n \u2022 Review code syntax"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d4dcaac9477532add98d53c114feaaa486ee4a47
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- # Define your item pipelines here # # Don't forget to add your pipeline to the ITEM_PIPELINES setting # See: https://doc.scrapy.org/en/latest/topics/item-pipeline.html import os from scrapy import Request from scrapy.pipelines.images import ImagesPipeline from luoxia import settings class LuoxiaPipeline(object): def process_item(self, item, spider): title= item['title'] bookname = item['bookname'] titlename = item['titlename'] text = item['text'] path = "books/%s/%s/" % (title, bookname) if not os.path.exists(path): os.makedirs(path) with open(path+titlename+'.txt', 'a', encoding='utf-8') as f: f.write(text return item class LuoxiaImagePipeline(ImagesPipeline): def get_media_requests(self, item, info): for url in item['image_urls']: yield Request(url, meta={'title': item['title'], 'bookname': item['bookname']}) def item_completed(self, results, item, info): # 将下载完成后的图片路径设置到item中 item['images'] = [x for ok, x in results if ok] return item def file_path(self, request, response=None, info=None): # 为每本书创建一个目录，存放她自己所有的图片 title = request.meta['title'] bookname = request.meta['bookname'] book_dir = os.path.join(settings.IMAGES_STORE, title +'/'+ bookname) if not os.path.exists(book_dir): os.makedirs(book_dir) # 从连接中提取扩展名 try: ext_name = request.url.split(".")[-1] except: ext_name = 'jpg' # 返回的相对路径 return '%s/%s/%s.%s' % (title, bookname, bookname, ext_name)
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 5 • Unclosed '(' at line 25 - expected ')' • SyntaxError: '(' was never closed at line 25 Fixes: • Add closing quote at line 5 • Add closing ')' bracket • Review code syntax
|
advanced
|
testing
|
syntax_repair
|
Pythoncode:Python
| 4
| 2
| 1,705
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\n# Define your item pipelines here\n#\n# Don't forget to add your pipeline to the ITEM_PIPELINES setting\n# See: https://doc.scrapy.org/en/latest/topics/item-pipeline.html\nimport os\n\nfrom scrapy import Request\nfrom scrapy.pipelines.images import ImagesPipeline\n\nfrom luoxia import settings\n\n\nclass LuoxiaPipeline(object):\n def process_item(self, item, spider):\n title= item['title']\n bookname = item['bookname']\n titlename = item['titlename']\n text = item['text']\n path = \"books/%s/%s/\" % (title, bookname)\n if not os.path.exists(path):\n os.makedirs(path)\n with open(path+titlename+'.txt', 'a', encoding='utf-8') as f:\n f.write(text\n return item\n\nclass LuoxiaImagePipeline(ImagesPipeline):\n def get_media_requests(self, item, info):\n for url in item['image_urls']:\n yield Request(url, meta={'title': item['title'],\n 'bookname': item['bookname']})\n\n def item_completed(self, results, item, info):\n # \u5c06\u4e0b\u8f7d\u5b8c\u6210\u540e\u7684\u56fe\u7247\u8def\u5f84\u8bbe\u7f6e\u5230item\u4e2d\n item['images'] = [x for ok, x in results if ok]\n return item\n\n def file_path(self, request, response=None, info=None):\n # \u4e3a\u6bcf\u672c\u4e66\u521b\u5efa\u4e00\u4e2a\u76ee\u5f55\uff0c\u5b58\u653e\u5979\u81ea\u5df1\u6240\u6709\u7684\u56fe\u7247\n title = request.meta['title']\n bookname = request.meta['bookname']\n book_dir = os.path.join(settings.IMAGES_STORE, title +'/'+ bookname)\n if not os.path.exists(book_dir):\n os.makedirs(book_dir)\n # \u4ece\u8fde\u63a5\u4e2d\u63d0\u53d6\u6269\u5c55\u540d\n try:\n ext_name = request.url.split(\".\")[-1]\n except:\n ext_name = 'jpg'\n # \u8fd4\u56de\u7684\u76f8\u5bf9\u8def\u5f84\n return '%s/%s/%s.%s' % (title, bookname, bookname, ext_name)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 5\n \u2022 Unclosed '(' at line 25 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 25\n\n Fixes:\n \u2022 Add closing quote at line 5\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
d4dccf62068146e1f5c5000f7700eb596a2140ec
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2020 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. ... [5 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 14: ... [5 more functiondefs truncated] ... 💡 Suggestions: Complete the expression on the last line Review syntax near the error location
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 612
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2020 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.\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 14: ... [5 more functiondefs truncated] ...\n\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
d4df00044c8b020894b3ff8a98bbdaaae75f9a17
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #! /usr/bin/env python3 # Copyright 2020 Tier IV, 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 argparse import math import sys from autoware_planning_msgs.msg import StopReasonArray from case_converter import pascal2snake from geometry_msgs.msg import PoseStamped import numpy as np import rclpy from rclpy.node import Node from rtree import index
|
from self_pose_listener import SelfPoseListener class StopReason2PoseNode(Node): def __init__(self, options): super().__init__("stop_reason2pose_node") self._options = options self._sub_pose = self.create_subscription( StopReasonArray, self._options.topic_name, self._on_stop_reasons, 1 ) self._pub_pose_map = {} self._idx_map = {} self._pose_map = {} self._self_pose_listener = SelfPoseListener() self.timer = self.create_timer((1.0 / 100), self._self_pose_listener.get_current_pose) ... [10 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 1
| 1
| 1,488
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#! /usr/bin/env python3\n\n# Copyright 2020 Tier IV, 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 argparse\nimport math\nimport sys\n\nfrom autoware_planning_msgs.msg import StopReasonArray\nfrom case_converter import pascal2snake\nfrom geometry_msgs.msg import PoseStamped\nimport numpy as np\nimport rclpy\nfrom rclpy.node import Node\nfrom rtree import index"}, {"role": "assistant", "content": "\nfrom self_pose_listener import SelfPoseListener\n\n\nclass StopReason2PoseNode(Node):\n def __init__(self, options):\n super().__init__(\"stop_reason2pose_node\")\n self._options = options\n self._sub_pose = self.create_subscription(\n StopReasonArray, self._options.topic_name, self._on_stop_reasons, 1\n )\n self._pub_pose_map = {}\n self._idx_map = {}\n self._pose_map = {}\n self._self_pose_listener = SelfPoseListener()\n self.timer = self.create_timer((1.0 / 100), self._self_pose_listener.get_current_pose)\n\n\n ... [10 more functiondefs truncated] ..."}]
| false
| null | null | null |
d4e1891a34dd9a85739bf4476b3f8a83de7af2b1
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import asyncio import unittest from .helpers import async_test class AsyncTestCase(unittest.TestCase): ''' AsyncTestCase allows to test asynchoronus function. The usage is the same as :code:`unittest.TestCase`. It works with other test frameworks and runners (eg. `pytest`, `nose`) as well. AsyncTestCase can run: - test of synchronous code (:code:`unittest.TestCase`) - test of asynchronous code, supports syntax with :code:`async`/:code:`await` (Python 3.5+) and :code:`asyncio.coroutine`/:code:`yield from` (Python 3.4) Code to test: .. code-block:: python import asyncio async def async_add(x, y, delay=0.1): await asyncio.sleep(delay) return x + y async def async_one(): await async_nested_exc() async def async_nested_exc(): await asyncio.sleep(0.1) raise Exception('Test') Tests: .. code-block:: python import aiounittest class MyTest(aiounittest.AsyncTestCase): async def test_await_async_add(self): ret = await async_add(1, 5) self.assertEqual(ret, 6) async def test_await_async_fail(self): with self.assertRaises(Exception) as e: await async_one()
|
''' def get_event_loop(self): ''' Method provides an event loop for the test It is called before each test, by default :code:`aiounittest.AsyncTestCase` creates the brand new event loop everytime. After completion, the loop is closed and then recreated, set as default, leaving asyncio clean. .. note:: In the most common cases you don't have to bother about this method, the default implementation is a receommended one. But if, for some reasons, you want to provide your own event loop just override it. Note that :code:`AsyncTestCase` won't close such a loop. .. code-block:: python class MyTest(aiounittest.AsyncTestCase): def get_event_loop(self): self.my_loop = asyncio.get_event_loop() return self.my_loop ''' return None def __getattribute__(self, name): attr = super().__getattribute__(name) if name.startswith('test_') and asyncio.iscoroutinefunction(attr): return async_test(attr, loop=self.get_event_loop()) else: return attr
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 3
| 3
| 2,578
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport asyncio\nimport unittest\nfrom .helpers import async_test\n\n\nclass AsyncTestCase(unittest.TestCase):\n ''' AsyncTestCase allows to test asynchoronus function.\n\n\n The usage is the same as :code:`unittest.TestCase`. It works with other test frameworks\n and runners (eg. `pytest`, `nose`) as well.\n\n AsyncTestCase can run:\n - test of synchronous code (:code:`unittest.TestCase`)\n - test of asynchronous code, supports syntax with\n :code:`async`/:code:`await` (Python 3.5+) and\n :code:`asyncio.coroutine`/:code:`yield from` (Python 3.4)\n\n Code to test:\n\n .. code-block:: python\n\n import asyncio\n\n async def async_add(x, y, delay=0.1):\n await asyncio.sleep(delay)\n return x + y\n\n async def async_one():\n await async_nested_exc()\n\n async def async_nested_exc():\n await asyncio.sleep(0.1)\n raise Exception('Test')\n\n\n Tests:\n\n .. code-block:: python\n\n import aiounittest\n\n class MyTest(aiounittest.AsyncTestCase):\n\n async def test_await_async_add(self):\n ret = await async_add(1, 5)\n self.assertEqual(ret, 6)\n\n async def test_await_async_fail(self):\n with self.assertRaises(Exception) as e:\n await async_one()"}, {"role": "assistant", "content": "\n\n\n '''\n\n def get_event_loop(self):\n ''' Method provides an event loop for the test\n\n It is called before each test, by default :code:`aiounittest.AsyncTestCase` creates the brand new event\n loop everytime. After completion, the loop is closed and then recreated, set as default,\n leaving asyncio clean.\n\n .. note::\n\n In the most common cases you don't have to bother about this method, the default implementation is a receommended one.\n But if, for some reasons, you want to provide your own event loop just override it. Note that :code:`AsyncTestCase` won't close such a loop.\n\n .. code-block:: python\n\n class MyTest(aiounittest.AsyncTestCase):\n\n def get_event_loop(self):\n self.my_loop = asyncio.get_event_loop()\n return self.my_loop\n\n\n '''\n return None\n\n def __getattribute__(self, name):\n attr = super().__getattribute__(name)\n if name.startswith('test_') and asyncio.iscoroutinefunction(attr):\n return async_test(attr, loop=self.get_event_loop())\n else:\n return attr"}]
| false
| null | null | null |
d4e302bb88e4c014fa9f911add690a08d53c06f0
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import turtle as t def rectangle(horizontal, vertical, color): t.pendown() t.pensize(1) t.color(color) t.begin_fill() for counter in range(2): t.forward(horizontal) t.right(90) t.forward(vertical) t.right(90) t.end_fill() t.penup() def star(length, points, color): sumangle = ((points*2)-2) * 180 oneangle = sumangle/points smallangle = oneangle/3.5 bigangle = oneangle - smallangle t.color(color) t.pendown() t.begin_fill() t.penup() for counter in range(points): t.forward(length) t.left(smallangle) t.forward(length) t.left(bigangle) t.end_fill() t.penup() gotoy = 222 t.speed(0) t.setup(988,520) t.goto(494,260) t.pendown() for counter in range(7): t.setheading(-90) rectangle(40,988,'#B22234') t.setheading(-90) t.forward(80)
|
t.penup() t.setheading(0) t.goto(-494,260) t.pendown() rectangle(494,280,'#3C3B6E') t.goto(-474,245) for counter in range(4): for counter in range(6): star(9,5,'white') t.setheading(0) t.forward(84) t.penup() t.goto(-434,gotoy) gotoy = gotoy - 28 t.pendown() for counter in range(5): star(9,5,'white') t.setheading(0) t.forward(84) t.goto(-476,gotoy) gotoy = gotoy - 28 for counter in range(6): star(9,5,'white') t.setheading(0) t.forward(84) t.penup() t.hideturtle()
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 2
| 0
| 1,551
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport turtle as t\r\n\r\ndef rectangle(horizontal, vertical, color):\r\n t.pendown()\r\n t.pensize(1)\r\n t.color(color)\r\n t.begin_fill()\r\n for counter in range(2):\r\n t.forward(horizontal)\r\n t.right(90)\r\n t.forward(vertical)\r\n t.right(90)\r\n t.end_fill()\r\n t.penup()\r\n\r\ndef star(length, points, color):\r\n sumangle = ((points*2)-2) * 180\r\n oneangle = sumangle/points\r\n smallangle = oneangle/3.5\r\n bigangle = oneangle - smallangle\r\n t.color(color)\r\n t.pendown()\r\n t.begin_fill()\r\n t.penup()\r\n for counter in range(points):\r\n t.forward(length)\r\n t.left(smallangle)\r\n t.forward(length)\r\n t.left(bigangle)\r\n t.end_fill()\r\n\r\nt.penup()\r\n\r\ngotoy = 222\r\n\r\nt.speed(0)\r\nt.setup(988,520)\r\nt.goto(494,260)\r\nt.pendown()\r\n\r\nfor counter in range(7):\r\n t.setheading(-90)\r\n rectangle(40,988,'#B22234')\r\n t.setheading(-90)\r\n t.forward(80)"}, {"role": "assistant", "content": "\nt.penup()\r\n\r\nt.setheading(0)\r\nt.goto(-494,260)\r\nt.pendown()\r\n\r\nrectangle(494,280,'#3C3B6E')\r\nt.goto(-474,245)\r\nfor counter in range(4):\r\n for counter in range(6):\r\n star(9,5,'white')\r\n t.setheading(0)\r\n t.forward(84)\r\n t.penup()\r\n t.goto(-434,gotoy)\r\n gotoy = gotoy - 28\r\n t.pendown()\r\n for counter in range(5):\r\n star(9,5,'white')\r\n t.setheading(0)\r\n t.forward(84)\r\n t.goto(-476,gotoy)\r\n gotoy = gotoy - 28\r\n\r\nfor counter in range(6):\r\n star(9,5,'white')\r\n t.setheading(0)\r\n t.forward(84)\r\n t.penup()\r\n\r\nt.hideturtle()"}]
| false
| null | null | null |
d4e335bc88c686cd971644ea0114064bbbe14924
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # Given a linked list, remove consecutive nodes that sums up to zero # https://www.careercup.com/question?id=5717797377146880 from util import * def remove_zero_sum(head): start = head new = None root = None while start: end = start.next total = start.value zero = False while end: total += end.value if total == 0: zero = True start = end break end = end.next if not zero and not new: new = Node(start.value) root = new elif not zero and new: new.next = Node(start.value) start = start.next return root if __name__ == "__main__": s1 = [6, -6, 8, 4, -12, 9, 8, -8] Error: SyntaxError: unterminated string literal
|
Fixed Code: # Given a linked list, remove consecutive nodes that sums up to zero # https://www.careercup.com/question?id=5717797377146880 from util import * def remove_zero_sum(head): start = head new = None root = None while start: end = start.next total = start.value zero = False while end: total += end.value if total == 0: zero = True start = end break end = end.next Explanation: Close the string literal with matching quote
|
intermediate
|
api
|
error_fixing
|
Pythoncode:Python
| 1
| 0
| 774
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# Given a linked list, remove consecutive nodes that sums up to zero\n# https://www.careercup.com/question?id=5717797377146880\n\nfrom util import *\n\ndef remove_zero_sum(head):\n start = head\n new = None\n root = None\n while start:\n end = start.next\n total = start.value\n zero = False\n while end:\n total += end.value\n if total == 0:\n zero = True\n start = end\n break\n end = end.next\n if not zero and not new:\n new = Node(start.value)\n root = new\n elif not zero and new:\n new.next = Node(start.value)\n start = start.next\n\n return root\n\nif __name__ == \"__main__\":\n\n s1 = [6, -6, 8, 4, -12, 9, 8, -8]\n \n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# Given a linked list, remove consecutive nodes that sums up to zero\n# https://www.careercup.com/question?id=5717797377146880\n\nfrom util import *\n\ndef remove_zero_sum(head):\n start = head\n new = None\n root = None\n while start:\n end = start.next\n total = start.value\n zero = False\n while end:\n total += end.value\n if total == 0:\n zero = True\n start = end\n break\n end = end.next\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
d4e4309129dbca39258000122d1486ad109432d7
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -------------------------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # -------------------------------------------------------------------------------------------- from knack.log import get_logger from knack.prompting import prompt_y_n from knack.util import CLIError from azure.mgmt.maps.models import ( MapsAccountCreateParameters, Sku) ACCOUNT_LOCATION = 'global' logger = get_logger(__name__) def create_account(client, resource_group_name, account_name, sku_name='S0', tags=None, force=None): terms = 'By creating an Azure Maps account, you agree that you have read and agree to the ' \ '\nLicense (https://azure.microsoft.com/support/legal/) and ' \ '\nPrivacy Statement (https://privacy.microsoft.com/privacystatement).' hint = 'Please select.' client_denied_terms = 'You must agree to the License and Privacy Statement to create an account.' # Show ToS message to the user logger.warning(terms) # Prompt yes/no for the user, if --force parameter is not passed in. # Complete this line option = prompt_y_n(hint) if not option: raise CLIError(client_denied_terms) # Submit query sku = Sku(name=sku_name) maps_account_create_params = MapsAccountCreateParameters(location=ACCOUNT_LOCATION, sku=sku, tags=tags) return client.create_or_update(resource_group_name, account_name, maps_account_create_params) def list_accounts(client, resource_group_name=None): # Retrieve accounts via subscription if resource_group_name is None: return client.list_by_subscription() # Retrieve accounts via resource group return client.list_by_resource_group(resource_group_name) def generic_update_account(instance, sku_name=None, tags=None): # Pre-populate with old instance maps_account_create_params = MapsAccountCreateParameters(location=ACCOUNT_LOCATION, sku=instance.sku, tags=instance.tags) # Update fields with new parameter values if sku_name: maps_account_create_params.sku.name = sku_name if tags: maps_account_create_params.tags = tags return maps_account_create_params
|
The missing line is: if not force:
|
intermediate
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 3
| 0
| 2,383
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# --------------------------------------------------------------------------------------------\n# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License. See License.txt in the project root for license information.\n# --------------------------------------------------------------------------------------------\n\nfrom knack.log import get_logger\nfrom knack.prompting import prompt_y_n\nfrom knack.util import CLIError\n\nfrom azure.mgmt.maps.models import (\n MapsAccountCreateParameters,\n Sku)\n\nACCOUNT_LOCATION = 'global'\n\nlogger = get_logger(__name__)\n\n\ndef create_account(client, resource_group_name, account_name, sku_name='S0', tags=None, force=None):\n terms = 'By creating an Azure Maps account, you agree that you have read and agree to the ' \\\n '\\nLicense (https://azure.microsoft.com/support/legal/) and ' \\\n '\\nPrivacy Statement (https://privacy.microsoft.com/privacystatement).'\n hint = 'Please select.'\n client_denied_terms = 'You must agree to the License and Privacy Statement to create an account.'\n\n # Show ToS message to the user\n logger.warning(terms)\n\n # Prompt yes/no for the user, if --force parameter is not passed in.\n # Complete this line\n option = prompt_y_n(hint)\n if not option:\n raise CLIError(client_denied_terms)\n\n # Submit query\n sku = Sku(name=sku_name)\n maps_account_create_params = MapsAccountCreateParameters(location=ACCOUNT_LOCATION, sku=sku, tags=tags)\n return client.create_or_update(resource_group_name, account_name, maps_account_create_params)\n\n\ndef list_accounts(client, resource_group_name=None):\n # Retrieve accounts via subscription\n if resource_group_name is None:\n return client.list_by_subscription()\n # Retrieve accounts via resource group\n return client.list_by_resource_group(resource_group_name)\n\n\ndef generic_update_account(instance, sku_name=None, tags=None):\n # Pre-populate with old instance\n maps_account_create_params = MapsAccountCreateParameters(location=ACCOUNT_LOCATION, sku=instance.sku,\n tags=instance.tags)\n # Update fields with new parameter values\n if sku_name:\n maps_account_create_params.sku.name = sku_name\n if tags:\n maps_account_create_params.tags = tags\n return maps_account_create_params"}, {"role": "assistant", "content": "The missing line is:\n if not force:"}]
| false
| null | null | null |
d4e708b09e82bdf3236441c1829a0dda6f660d73
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import sys import os from tempfile import TemporaryDirectory import numpy as np import tensorflow.compat.v1 as tf
|
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
| 114
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport sys\nimport os \nfrom tempfile import TemporaryDirectory\nimport numpy as np\nimport tensorflow.compat.v1 as tf"}, {"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 |
d4e813b035bc0fbeece6fd5910d8e62ac5025f2b
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python class CtypesTypeVisitor(object): def visit_struct(self, struct): pass def visit_enum(self, enum): pass def visit_typedef(self, name): pass def visit_error(self, error, cls): pass def visit_identifier(self, identifier): # This one comes from inside ExpressionNodes. There may be # ExpressionNode objects in array count expressions. pass def visit_type_and_collect_info(ctype): class Visitor(CtypesTypeVisitor): def visit_struct(self, struct): structs.append(struct) def visit_enum(self, enum): enums.append(enum) def visit_typedef(self, typedef): typedefs.append(typedef) def visit_error(self, error, cls): errors.append((error, cls)) def visit_identifier(self, identifier): identifiers.append(identifier) structs = [] enums = [] typedefs = [] errors = [] identifiers = [] v = Visitor() ctype.visit(v) return structs, enums, typedefs, errors, identifiers # Remove one level of indirection from funtion pointer; needed for typedefs # and function parameters. def remove_function_pointer(t): if type(t) == CtypesPointer and type(t.destination) == CtypesFunction: return t.destination elif type(t) == CtypesPointer: t.destination = remove_function_pointer(t.destination) return t else: return t class CtypesType(object): def __init__(self): super(CtypesType, self).__init__() self.errors = [] def __repr__(self): return '<Ctype (%s) "%s">' % (type(self).__name__, self.py_string()) def error(self, message, cls=None): self.errors.append((message, cls)) def visit(self, visitor): for error, cls in self.errors: visitor.visit_error(error, cls) class CtypesSimple(CtypesType): """Represents a builtin type, like "char" or "int".""" def __init__(self, name, signed, longs): super(CtypesSimple, self).__init__() self.name = name self.signed = signed self.longs = longs def py_string(self, ignore_can_be_ctype=None): return ctypes_type_map[(self.name, self.signed, self.longs)] class CtypesSpecial(CtypesType): def __init__(self, name): super(CtypesSpecial, self).__init__() self.name = name def py_string(self, ignore_can_be_ctype=None): return self.name class CtypesTypedef(CtypesType): """Represents a type defined by a typedef.""" def __init__(self, name): super(CtypesTypedef, self).__init__() self.name = name def visit(self, visitor): if not self.errors: visitor.visit_typedef(self.name) super(CtypesTypedef, self).visit(visitor) def py_string(self, ignore_can_be_ctype=None): return self.name class CtypesBitfield(CtypesType): ... [35 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Block at line 115 has no indented body IndentationError at line 117 ⚠️ Warnings: Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 40 Unexpected indentation at line 41 💡 Suggestions: Complete the expression on the last line Fix indentation to match Python syntax rules
|
advanced
|
ui
|
debugging
|
Pythoncode:Python
| 23
| 7
| 3,004
| false
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n\nclass CtypesTypeVisitor(object):\n def visit_struct(self, struct):\n pass\n\n def visit_enum(self, enum):\n pass\n\n def visit_typedef(self, name):\n pass\n\n def visit_error(self, error, cls):\n pass\n\n def visit_identifier(self, identifier):\n # This one comes from inside ExpressionNodes. There may be\n # ExpressionNode objects in array count expressions.\n pass\n\n\ndef visit_type_and_collect_info(ctype):\n class Visitor(CtypesTypeVisitor):\n def visit_struct(self, struct):\n structs.append(struct)\n\n def visit_enum(self, enum):\n enums.append(enum)\n\n def visit_typedef(self, typedef):\n typedefs.append(typedef)\n\n def visit_error(self, error, cls):\n errors.append((error, cls))\n\n def visit_identifier(self, identifier):\n identifiers.append(identifier)\n\n structs = []\n enums = []\n typedefs = []\n errors = []\n identifiers = []\n v = Visitor()\n ctype.visit(v)\n return structs, enums, typedefs, errors, identifiers\n\n\n# Remove one level of indirection from funtion pointer; needed for typedefs\n# and function parameters.\ndef remove_function_pointer(t):\n if type(t) == CtypesPointer and type(t.destination) == CtypesFunction:\n return t.destination\n elif type(t) == CtypesPointer:\n t.destination = remove_function_pointer(t.destination)\n return t\n else:\n return t\n\n\nclass CtypesType(object):\n def __init__(self):\n super(CtypesType, self).__init__()\n self.errors = []\n\n def __repr__(self):\n return '<Ctype (%s) \"%s\">' % (type(self).__name__, self.py_string())\n\n def error(self, message, cls=None):\n self.errors.append((message, cls))\n\n def visit(self, visitor):\n for error, cls in self.errors:\n visitor.visit_error(error, cls)\n\n\nclass CtypesSimple(CtypesType):\n \"\"\"Represents a builtin type, like \"char\" or \"int\".\"\"\"\n\n def __init__(self, name, signed, longs):\n super(CtypesSimple, self).__init__()\n self.name = name\n self.signed = signed\n self.longs = longs\n\n def py_string(self, ignore_can_be_ctype=None):\n return ctypes_type_map[(self.name, self.signed, self.longs)]\n\n\nclass CtypesSpecial(CtypesType):\n def __init__(self, name):\n super(CtypesSpecial, self).__init__()\n self.name = name\n\n def py_string(self, ignore_can_be_ctype=None):\n return self.name\n\n\nclass CtypesTypedef(CtypesType):\n \"\"\"Represents a type defined by a typedef.\"\"\"\n\n def __init__(self, name):\n super(CtypesTypedef, self).__init__()\n self.name = name\n\n def visit(self, visitor):\n if not self.errors:\n visitor.visit_typedef(self.name)\n super(CtypesTypedef, self).visit(visitor)\n\n def py_string(self, ignore_can_be_ctype=None):\n return self.name\n\n\nclass CtypesBitfield(CtypesType):\n\n ... [35 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Block at line 115 has no indented body\n IndentationError at line 117\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 40\n Unexpected indentation at line 41\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 |
d4e8209a5a512c6f4d48304a062ee3d210b0266c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from random import randint import pyxel from constants import Screen import cursors class Text: def __init__(self, text): self._text = text self._symbol_len = 3 self._padding_len = 1 def _count_text_len(self): return ( self._symbol_len + self._padding_len ) * len(self._text) - self._padding_len def _x_text_center_position(self): return (Screen.width - self._count_text_len()) // 2 def draw(self): pyxel.text(self._x_text_center_position(), 0, self._text, 2) class Score: def __init__(self, padding_right=2, padding_top=2): self._padding_right = padding_right self._padding_top = padding_top self.score = 0 def increase(self): self.score += 1 def reduce(self): self.score -= 1 def draw(self): pyxel.text(self._padding_right, self._padding_top, f"Score: {self.score}", (Screen.bg - 2) % 16) class Circle: def __init__(self): self._r = 0 self._col = (Screen.bg - 1) % 16 def zero(self): self._r = 0 def increase(self, size=1): self._r += size @property def r(self): return self._r @r.setter def r(self, r): self._r = r @property def col(self): return self._col @col.setter def col(self, color): self._col = color def draw(self, x, y): pyxel.circ(x, y, self._r, self._col) class ReachCircle(Circle): def __init__(self): super().__init__() self.min_r = 10 self.respawn() @property def x(self): return self._x @property def y(self): return self._y def respawn(self): self._x = randint(self._r, Screen.width - self._r) self._y = randint(self._r, Screen.height - self._r) self._r = randint(self.min_r, min(Screen.width, Screen.height) // 2) - 4 def draw(self): pyxel.circb(self._x, self._y, self._r, self._col)
|
Functions: __init__, _count_text_len, _x_text_center_position, draw, __init__ Classes: Text, Score, Circle This code demonstrates Pythoncode:Python programming.
|
advanced
|
oop
|
code_explanation
|
Pythoncode:Python
| 21
| 4
| 2,026
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom random import randint\nimport pyxel\n\nfrom constants import Screen\nimport cursors\n\n\nclass Text:\n def __init__(self, text):\n self._text = text\n\n self._symbol_len = 3\n self._padding_len = 1\n\n def _count_text_len(self):\n return (\n self._symbol_len + self._padding_len\n ) * len(self._text) - self._padding_len\n \n def _x_text_center_position(self):\n return (Screen.width - self._count_text_len()) // 2\n\n def draw(self):\n pyxel.text(self._x_text_center_position(), 0, self._text, 2)\n\n\nclass Score:\n def __init__(self, padding_right=2, padding_top=2):\n self._padding_right = padding_right\n self._padding_top = padding_top\n self.score = 0\n\n def increase(self):\n self.score += 1\n\n def reduce(self):\n self.score -= 1\n\n def draw(self):\n pyxel.text(self._padding_right, self._padding_top,\n f\"Score: {self.score}\", (Screen.bg - 2) % 16)\n\n\nclass Circle:\n def __init__(self):\n self._r = 0\n self._col = (Screen.bg - 1) % 16\n\n def zero(self):\n self._r = 0\n\n def increase(self, size=1):\n self._r += size\n\n @property\n def r(self):\n return self._r\n\n @r.setter\n def r(self, r):\n self._r = r\n\n @property\n def col(self):\n return self._col\n\n @col.setter\n def col(self, color):\n self._col = color\n \n def draw(self, x, y):\n pyxel.circ(x, y, self._r, self._col)\n\n\nclass ReachCircle(Circle):\n def __init__(self):\n super().__init__()\n self.min_r = 10\n self.respawn()\n\n @property\n def x(self):\n return self._x\n\n @property\n def y(self):\n return self._y\n\n def respawn(self):\n self._x = randint(self._r, Screen.width - self._r)\n self._y = randint(self._r, Screen.height - self._r)\n self._r = randint(self.min_r, min(Screen.width, Screen.height) // 2) - 4\n\n def draw(self):\n pyxel.circb(self._x, self._y, self._r, self._col)"}, {"role": "assistant", "content": " Functions: __init__, _count_text_len, _x_text_center_position, draw, __init__\n Classes: Text, Score, Circle\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
d4e990995bc970a5eeb5c450531463a5dff36df5
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from pulzarutils.utils import Utils from pulzarutils.utils import Constants from pulzarutils.messenger import Messenger from pulzarcore.core_db import DB class AdminProcess: """Handle admin operations from manage """ def __init__(self, logger): self.TAG = self.__class__.__name__ self.logger = logger self.utils = Utils() self.messenger = Messenger() self.mark_of_local_verification = b'varidb_execute_file_verification' def process_request(self, url_path): """Get request type, checking for key value. """ regex_result = self.utils.get_search_regex( url_path, Constants.RE_ADMIN) if regex_result: try: call_path_list = regex_result.groups()[0].split('/') call_path_list = [x for x in call_path_list if x != ''] # All nodes if len(call_path_list) == 1 and call_path_list[0] == 'start_backup': ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: db_backup = DB(Constants.DB_BACKUP) db_backup.update_or_insert_value( self.mark_of_local_verification, b'1') self.messenger.code_type = Constants.BACKUP_SCHEDULED self.messenger.set_message = 'backup scheduled'
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 972
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom pulzarutils.utils import Utils\nfrom pulzarutils.utils import Constants\nfrom pulzarutils.messenger import Messenger\nfrom pulzarcore.core_db import DB\n\n\nclass AdminProcess:\n \"\"\"Handle admin operations from manage\n \"\"\"\n\n def __init__(self, logger):\n self.TAG = self.__class__.__name__\n self.logger = logger\n self.utils = Utils()\n self.messenger = Messenger()\n self.mark_of_local_verification = b'varidb_execute_file_verification'\n\n def process_request(self, url_path):\n \"\"\"Get request type, checking for key value.\n \"\"\"\n regex_result = self.utils.get_search_regex(\n url_path, Constants.RE_ADMIN)\n if regex_result:\n try:\n call_path_list = regex_result.groups()[0].split('/')\n call_path_list = [x for x in call_path_list if x != '']\n # All nodes\n if len(call_path_list) == 1 and call_path_list[0] == 'start_backup':\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: If block is incomplete - body missing\n\n To complete:\n \u2022 Add body to If block or use 'pass' statement\n\n Example continuation:\n db_backup = DB(Constants.DB_BACKUP)\n db_backup.update_or_insert_value(\n self.mark_of_local_verification, b'1')\n self.messenger.code_type = Constants.BACKUP_SCHEDULED\n self.messenger.set_message = 'backup scheduled'"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
d4e9e1912fd06e0dea7f2e62b354d4050bf65bf1
|
TheStack--python--000.parquet
|
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