Best Python code snippet using autotest_python
parse_results.py
Source: parse_results.py
...4base_dir = "../results_cifar10"5parse_results = partial(parse_results, base_dir=base_dir)6output_excel = partial(output_excel, base_dir=base_dir)7for model_type in ["plain", "linf", "l2"]:8 df = parse_results(model_type, "li", "df", sort_column="li_corr")9 output_excel(df, model_type, "li", "df")10for model_type in ["plain", "linf", "l2"]:11 df = parse_results(model_type, "li", "bethge", sort_column="li_corr")12 output_excel(df, model_type, "li", "bethge")13for model_type in ["plain", "linf", "l2"]:14 df = parse_results(model_type, "li", "daa", sort_column="acc_adv", group_by="attack_eps")15 output_excel(df, model_type, "li", "daa", group_by="attack_eps")16for model_type in ["plain", "linf", "l2"]:17 df = parse_results(model_type, "li", "pgd", sort_column="acc_adv", group_by="attack_eps")18 output_excel(df, model_type, "li", "pgd", group_by="attack_eps")19for model_type in ["plain", "linf", "l2"]:20 df = parse_results(model_type, "li", "fab")21 output_excel(df, model_type, "li", "fab")22for model_type in ["plain", "linf", "l2"]:23 df = parse_results(model_type, "li", "our_li", group_by="attack_loop_number_restarts")24 output_excel(df, model_type, "li", "our_li", group_by="attack_loop_number_restarts")25for model_type in ["plain", "linf", "l2"]:26 df = parse_results(model_type, "l2", "df")27 output_excel(df, model_type, "l2", "df")28for model_type in ["plain", "linf", "l2"]:29 df = parse_results(model_type, "l2", "cw")30 output_excel(df, model_type, "l2", "cw")31for model_type in ["plain", "linf", "l2"]:32 df = parse_results(model_type, "l2", "ddn")33 output_excel(df, model_type, "l2", "ddn")34for model_type in ["plain", "linf", "l2"]:35 df = parse_results(model_type, "l2", "bethge")36 output_excel(df, model_type, "l2", "bethge")37for model_type in ["plain", "linf", "l2"]:38 df = parse_results(model_type, "l2", "pgd", sort_column="acc_adv", group_by="attack_eps")39 output_excel(df, model_type, "l2", "pgd", group_by="attack_eps")40for model_type in ["plain", "linf", "l2"]:41 df = parse_results(model_type, "l2", "fab")42 output_excel(df, model_type, "l2", "fab")43for model_type in ["plain", "linf", "l2"]:44 df = parse_results(model_type, "l2", "our_l2", group_by="attack_loop_number_restarts")45 output_excel(df, model_type, "l2", "our_l2", group_by="attack_loop_number_restarts")46for model_type in ["plain", "linf", "l2"]:47 df = parse_results(model_type, "l1", "sparsefool")48 output_excel(df, model_type, "l1", "sparsefool")49for model_type in ["plain", "linf", "l2"]:50 df = parse_results(model_type, "l1", "ead")51 output_excel(df, model_type, "l1", "ead")52for model_type in ["plain", "linf", "l2"]:53 df = parse_results(model_type, "l1", "bethge")54 output_excel(df, model_type, "l1", "bethge")55for model_type in ["plain", "linf", "l2"]:56 df = parse_results(model_type, "l1", "pgd", sort_column="acc_adv", group_by="attack_eps")57 output_excel(df, model_type, "l1", "pgd", group_by="attack_eps")58for model_type in ["plain", "linf", "l2"]:59 df = parse_results(model_type, "l1", "fab")60 output_excel(df, model_type, "l1", "fab")61for model_type in ["plain", "linf", "l2"]:62 df = parse_results(model_type, "l1", "our_l1", group_by="attack_loop_number_restarts")63 output_excel(df, model_type, "l1", "our_l1", group_by="attack_loop_number_restarts")64for model_type in ["plain", "linf", "l2"]:65 df = parse_results(model_type, "l1", "sparsefool", sort_column="l0_corr")66 output_excel(df, model_type, "l0", "sparsefool")67for model_type in ["plain", "linf", "l2"]:68 df = parse_results(model_type, "l0", "jsma")69 output_excel(df, model_type, "l0", "jsma")70for model_type in ["plain", "linf", "l2"]:71 df = parse_results(model_type, "l0", "one_pixel")72 output_excel(df, model_type, "l0", "one_pixel")73for model_type in ["plain", "linf", "l2"]:74 df = parse_results(model_type, "l0", "bethge")75 output_excel(df, model_type, "l0", "bethge")76for model_type in ["plain", "linf", "l2"]:77 df = parse_results(model_type, "l0", "cornersearch")78 output_excel(df, model_type, "l0", "cornersearch")79for model_type in ["plain", "linf", "l2"]:80 df = parse_results(model_type, "l0", "pgd", sort_column="acc_adv", group_by="attack_eps")81 output_excel(df, model_type, "l0", "pgd", group_by="attack_eps")82for model_type in ["plain", "linf", "l2"]:83 df = parse_results(model_type, "l0", "our_l0", group_by="attack_loop_number_restarts")...
search_state_tests.py
Source: search_state_tests.py
1import re2import unittest3from django.test import TestCase4from django.contrib.auth.models import AnonymousUser5from askbot.search.state_manager import SearchState, ViewLog, parse_query6from askbot import const7DEFAULT_SORT = const.DEFAULT_POST_SORT_METHOD8class SearchStateTests(TestCase):9 def setUp(self):10 self.state = SearchState()11 self.log = ViewLog()12 def visit_page(self, page_name):13 """page_name is name of the view function14 that is to be "visited"15 """16 self.log.set_current(page_name)17 def update(self, data, user = None):18 self.visit_page('questions')19 if user is None:20 user = AnonymousUser()21 self.state.update(data, self.log, user)22 def add_tag(self, tag):23 self.update({'tags': set([tag])})24 def remove_tag(self, tag):25 self.update({'remove_tag': tag})26 def assert_tags_are(self, *args):27 self.assertEqual(self.state.tags, set(args))28 def test_add_remove_tags(self):29 self.add_tag('tag1')30 self.assert_tags_are('tag1')31 self.add_tag('tag2')32 self.assert_tags_are('tag1', 'tag2')33 self.add_tag('tag3')34 self.assert_tags_are('tag1', 'tag2', 'tag3')35 self.remove_tag('tag3')36 self.assert_tags_are('tag1', 'tag2')37 self.remove_tag('tag2')38 self.assert_tags_are('tag1')39 self.remove_tag('tag1')40 self.assertEqual(len(self.state.tags), 0)41 def test_query_and_tags1(self):42 self.update({'query': 'hahaha'})43 self.add_tag('tag1')44 self.assertEquals(self.state.query, 'hahaha')45 self.assert_tags_are('tag1')46 self.update({'reset_query': True})47 self.assertEquals(self.state.query, None)48 self.assert_tags_are('tag1')49 def test_start_over(self):50 self.update({'query': 'hahaha'})51 self.add_tag('tag1')52 self.update({'start_over': True})53 self.assertEquals(self.state.query, None)54 self.assertEquals(self.state.tags, None)55 def test_auto_reset_sort(self):56 self.update({'sort': 'age-asc'})57 self.assertEquals(self.state.sort, 'age-asc')58 self.update({})59 self.assertEquals(self.state.sort, DEFAULT_SORT)60class ParseQueryTests(unittest.TestCase):61 def test_extract_users(self):62 text = '@anna haha @"maria fernanda" @\'diego maradona\' hehe [user:karl marx] hoho user:\' george bush \''63 parse_results = parse_query(text)64 self.assertEquals(65 sorted(parse_results['query_users']),66 sorted(['anna', 'maria fernanda', 'diego maradona', 'karl marx', 'george bush'])67 )68 self.assertEquals(parse_results['stripped_query'], 'haha hehe hoho')69 def test_extract_tags(self):70 text = '#tag1 [tag: tag2] some text [tag3] query'71 parse_results = parse_query(text)72 self.assertEquals(set(parse_results['query_tags']), set(['tag1', 'tag2', 'tag3']))73 self.assertEquals(parse_results['stripped_query'], 'some text query')74 def test_extract_title1(self):75 text = 'some text query [title: what is this?]'76 parse_results = parse_query(text)77 self.assertEquals(parse_results['query_title'], 'what is this?')78 self.assertEquals(parse_results['stripped_query'], 'some text query')79 def test_extract_title2(self):80 text = 'some text query title:"what is this?"'81 parse_results = parse_query(text)82 self.assertEquals(parse_results['query_title'], 'what is this?')83 self.assertEquals(parse_results['stripped_query'], 'some text query')84 def test_extract_title3(self):85 text = 'some text query title:\'what is this?\''86 parse_results = parse_query(text)87 self.assertEquals(parse_results['query_title'], 'what is this?')88 self.assertEquals(parse_results['stripped_query'], 'some text query')89 def test_negative_match(self):90 text = 'some query text'91 parse_results = parse_query(text)...
CLIArgumentsProcessor.py
Source: CLIArgumentsProcessor.py
1import argparse as agp2import getpass3import Obfuscator as ob4import os56class CLIArgumentsProcessor:7 """This class processes the arguments from the command line interface (CLI), checks if the necessary arguments have been provided and then returns them as8 a dictionary to the caller"""910 def get_parameters(self)->dict:1112 params_dict:dict = None1314 try:15 parser:agp.ArgumentParser = agp.ArgumentParser(add_help=True)1617 #Add all arguments to the parser18 parser.add_argument("-t"\19 , "--TrustedConnection"\20 , dest="trusted_mode"\21 , action = 'store'\22 , default = False\23 , help="Use the MS SQL Server in Trusted Connection mode (default=false)"\24 , type=bool)25 26 parser.add_argument("-d"\27 , "--DSN"\28 , dest="dsn" \29 , action = 'store'\30 , default = None \31 , help="The MS SQL Server DSN descriptor file"\32 , type=str)33 34 parser.add_argument("-s"\35 , "--DBServer"\36 , dest="server"37 , action = 'store'\38 , default = None\39 , help="The MS SQL Server database server name"\40 , type=str)41 42 parser.add_argument("-n"\43 , "--DBName"\44 , dest="db_name"\45 , action = 'store'\46 , default = None\47 , help="The MS-SQL Server database name"\48 , type=str)4950 parser.add_argument("-u"\51 , "--DBUser"\52 , dest="username"\53 , action = 'store'\54 , default = None\55 , help="The MS SQL Server database username"\56 , type=str)5758 parser.add_argument("-v"\59 , "--ViewName"\60 , dest="viewname"\61 , action = 'store'\62 , default = "dbo.vw_AllSurveyData"\63 , help="The MS SQL Server view name to be used (e.g. SCHEMA.VIEWNAME)"\64 , type=str)6566 parser.add_argument("-f"\67 , "--PersistenceFilePath"\68 , dest="persistencefilepath"\69 , action = 'store'\70 , default = os.getcwd() + os.sep + "surveyStructure_LATEST.pkl"\71 , help="The serialised persistence file path (defaulted to os.getcwd() + os.sep + surveyStructure_LATEST.pkl)"\72 , type=str)7374 #Now parse the results75 parse_results:agp.Namespace = parser.parse_args()7677 #Certain parameters must be provided by the user. If they are not raise an exception.78 if(parse_results.db_name is None):79 raise Exception("A database name must be provided using the -n or --DBName command line argument")8081 if(parse_results.server is None):82 raise Exception("A database server name must be provided using the -s or --DBServer command line argument")8384 #When not in trusted mode a username and password must be provided85 if(parse_results.trusted_mode == False):86 if(parse_results.username is None):87 raise Exception("A database username must be provided using the -u or --DBUser command line argument")8889 #Prompt for the password and encrypt it. It should not be provided directly in cleartext.90 obfuscator = ob.Obfuscator()91 encrypted_pwd = obfuscator.obfuscate(getpass.getpass('Please enter the database password (no echo)'))92 else:93 #We are in trusted mode but the username is not required, so ignore it.94 if(parse_results.username is not None):95 raise Exception("The trusted connection is being used and the database user name has been provided. The username will be ignored.")9697 #Place all the CLI parameters into a dictionary98 params_dict = {99 "trusted_mode": parse_results.trusted_mode,100 "dsn":parse_results.dsn,101 "server":parse_results.server,102 "db_name":parse_results.db_name,103 "username":parse_results.username,104 "password": encrypted_pwd,105 "viewname": parse_results.viewname,106 "persistencefilepath":parse_results.persistencefilepath107 }108109 except Exception as e:110 print("CLIArgumentsProcessor:get_parameters()-> A command line arguments processing error has occurred:" + str(e))111
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