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How to use parse_results method in autotest

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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