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How to use is_delayed method in localstack

Best Python code snippet using localstack_python

fields_modules.py

Source:fields_modules.py

1import numpy as np2import pandas as pd3import time 4def fields_generator(employment_type,has_credit):5	try:6		#print 'begin: ',time.strftime("%H:%M:%S")7		fields 			= ["employment_type","need","sub_need","income","phone","has_credit"]8		#Basic data9		if has_credit	!=	1:10			fields.extend(["credit_debt","when_you_got_credit","credit_type","cancelled_credit","is_delayed","delayed_payment","product_entity","credit_limit"])11		#Extra data12		if employment_type		==	1:13			fields.extend(["age","university"])14		elif employment_type	==	2:15			fields.extend(["age","university","employment_time"])16		elif employment_type 	 in [6,8]:17			fields.extend(["employment_time"])18		#elif employment_type 	==	5:19			#fields.extend()20		#elif employment_type 	==	7:21			#fields.extend()22	except Exception,e:23		print "error in collector: ",str(e)24		fields = []25	finally:26		#print 'end: ',time.strftime("%H:%M:%S")27		return fields28"""29			Parameters30"""31#mandatory fields32employment_type_options 		=	[1,2,5,6,7,8]33has_credit_options				=	[1,2,3]34#need_subneed_options			=	{"2":[2],"8":[22,24],"4":[33,34],"7":[21,25,26],"1":[27,28,29],"3":[30,31,32]}35phone_options					=	['5522208235']36#optional fields37age_pars						=	[18,25,6]38employment_time_options			=	[1,3,5,6,8,10,12]39#only if has_credit!=1:40credit_debt_ratio_pars			=	[0.2,1.0,0.2]41credit_exp_options				=	[2, 6, 12, 15]42credit_type_options				=	[1, 2, 3, 4]43is_delayed_options				=	[1, 2, 3]44delayed_payment_options			=	[1, 2, 3]45product_entity_options			=	[10,4,19,3,27,11,24,6,16,9,23,20,26,18,30,8,7,25,2,15,13,17,12,31,22,14,21,5]46credit_limit_pars				=	[0,15000,1500]47#only if has_credit==348cancelled_credit_options		=	[1, 2]49#university_options	    		=50#arrays51age_array				=	np.arange(age_pars[0],age_pars[1],age_pars[2])52credit_type_options		=	[1, 2, 3, 4]53#product_entity_options	=	[10,4,19,3,27,11,24,6,16,9,23,20,26,18,30,8,7,25,2,15,13,17,12,31,22,14,21,5]54product_entity_options	=	[10,8]55credit_exp_options		=	[2, 6, 12, 15]56credit_debt_ratio_pars	=	[0.2,1.0,0.2]57credit_debt_ratio_array =	np.arange(credit_debt_ratio_pars[0],credit_debt_ratio_pars[1],credit_debt_ratio_pars[2])58credit_limit_pars		=	[0,10000,3000]59credit_limit_array		=	np.arange(credit_limit_pars[0],credit_limit_pars[1],credit_limit_pars[2])60def save_matrix(employment_type,has_credit,need_subneed_options):61	print "start:",time.strftime("%H:%M:%S"),"employment_type:",employment_type,"has_credit: ",has_credit62	63	#arrays64	income_pars						=	[3500,12000,2500]65	phone_options					=	['5522208235']66	age_pars						=	[18,25,6]67	employment_time_options			=	[1,6,12]68	#only if has_credit!=1:69	credit_debt_ratio_pars			=	[0.2,0.8,0.2]70	credit_exp_options				=	[6,12, 15]71	credit_type_options				=	[1, 2, 3, 4]72	is_delayed_options				=	[1, 2, 3]73	delayed_payment_options			=	[1, 2, 3]74	#only if has_credit==375	cancelled_credit_options		=	[1, 2]76	#university_options	    		=77	income_array			=	np.arange(income_pars[0],income_pars[1],income_pars[2])78	#income_array			=	[4000,7000,7500,10000,15000,25000,40000,50000]79	#income_array			=	[2000.0,3000.0,4000.0,5000.0,7000.0,10000.0]80	81	age_array				=	np.arange(age_pars[0],age_pars[1],age_pars[2])82	print "age_array:",age_array83	#product_entity_options	=	[10,4,19,3,27,11,24,6,16,9,23,20,26,18,30,8,7,25,2,15,13,17,12,31,22,14,21,5]84	product_entity_options	=	[10,8]85	credit_debt_ratio_array =	np.arange(credit_debt_ratio_pars[0],credit_debt_ratio_pars[1],credit_debt_ratio_pars[2])86	#credit_limit_pars		=	[0,10000,3000]87	#credit_limit_array		=	np.arange(credit_limit_pars[0],credit_limit_pars[1],credit_limit_pars[2])88	credit_limit_array		=	[7000,7500,10000,15000]89	if has_credit == 2:90		l 		  = []91		for income in income_array:92			n = 093			print "income:",income, n94			#time.sleep(5)95			for phone in phone_options:96				if employment_type in [2,6,8]:97					for employment_time in employment_time_options:98						for credit_type in credit_type_options:99							if credit_type == 1:100								for entity in product_entity_options:101									for credit_exp in credit_exp_options:102										for credit_limit in credit_limit_array:103											for credit_debt_ratio in credit_debt_ratio_array:104												for is_delayed in is_delayed_options:105													if is_delayed in [1,3]:106														if employment_type == 2:107															for age in age_array:108																n = n+1109																#print "n",n110																l.append({'income':income,'phone':phone,'age':age,111																		'employment_type':employment_type,'employment_time':employment_time,112																		'has_credit':has_credit,'credit_type':credit_type,113																		'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,114																		'when_you_got_credit':credit_exp,115																		'credit_limit':credit_limit,116																		'is_delayed':is_delayed,'delayed_payment':0})117														else:118															l.append({'income':income,'phone':phone,119																		'employment_type':employment_type,'employment_time':employment_time,120																		'has_credit':has_credit,'credit_type':credit_type,121																		'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,122																		'when_you_got_credit':credit_exp,123																		'credit_limit':credit_limit,124																		'is_delayed':is_delayed,'delayed_payment':0})125													else:126														if employment_type == 2:127															for age in age_array:128																n = n+1129																#print "n",n130																l.append({'income':income,'phone':phone,'age':age,131																		'employment_type':employment_type,'employment_time':employment_time,132																		'has_credit':has_credit,'credit_type':credit_type,133																		'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,134																		'when_you_got_credit':credit_exp,135																		'credit_limit':credit_limit,136																		'is_delayed':is_delayed,'delayed_payment':1})137																l.append({'income':income,'phone':phone,'age':age,138																		'employment_type':employment_type,'employment_time':employment_time,139																		'has_credit':has_credit,'credit_type':credit_type,140																		'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,141																		'when_you_got_credit':credit_exp,142																		'credit_limit':credit_limit,143																		'is_delayed':is_delayed,'delayed_payment':2})144																l.append({'income':income,'phone':phone,'age':age,145																		'employment_type':employment_type,'employment_time':employment_time,146																		'has_credit':has_credit,'credit_type':credit_type,147																		'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,148																		'when_you_got_credit':credit_exp,149																		'credit_limit':credit_limit,150																		'is_delayed':is_delayed,'delayed_payment':3})151														else:152															l.append({'income':income,'phone':phone,153																		'employment_type':employment_type,'employment_time':employment_time,154																		'has_credit':has_credit,'credit_type':credit_type,155																		'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,156																		'when_you_got_credit':credit_exp,157																		'credit_limit':credit_limit,158																		'is_delayed':is_delayed,'delayed_payment':1})159															l.append({'income':income,'phone':phone,160																		'employment_type':employment_type,'employment_time':employment_time,161																		'has_credit':has_credit,'credit_type':credit_type,162																		'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,163																		'when_you_got_credit':credit_exp,164																		'credit_limit':credit_limit,165																		'is_delayed':is_delayed,'delayed_payment':2})166															l.append({'income':income,'phone':phone,167																		'employment_type':employment_type,'employment_time':employment_time,168																		'has_credit':has_credit,'credit_type':credit_type,169																		'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,170																		'when_you_got_credit':credit_exp,171																		'credit_limit':credit_limit,172																		'is_delayed':is_delayed,'delayed_payment':3})173							else:174								for credit_exp in credit_exp_options:175									for credit_debt_ratio in credit_debt_ratio_array:176										for is_delayed in is_delayed_options:177											if is_delayed in [1,3]:178												if employment_type == 2:179													for age in age_array:180														n = n+1181														#print "n",n182														l.append({'income':income,'phone':phone,'age':age,183																'employment_type':employment_type,'employment_time':employment_time,184																'has_credit':has_credit,'credit_type':credit_type,185																'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,186																'when_you_got_credit':credit_exp,187																'is_delayed':is_delayed,'delayed_payment':0})188												else:189													l.append({'income':income,'phone':phone,190																'employment_type':employment_type,'employment_time':employment_time,191																'has_credit':has_credit,'credit_type':credit_type,192																'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,193																'when_you_got_credit':credit_exp,194																'is_delayed':is_delayed,'delayed_payment':0})195											else:196												if employment_type == 2:197													for age in age_array:198														n = n+1199														#print "n",n200														l.append({'income':income,'phone':phone,'age':age,201																'employment_type':employment_type,'employment_time':employment_time,202																'has_credit':has_credit,'credit_type':credit_type,203																'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,204																'when_you_got_credit':credit_exp,205																'is_delayed':is_delayed,'delayed_payment':1})206														l.append({'income':income,'phone':phone,'age':age,207																'employment_type':employment_type,'employment_time':employment_time,208																'has_credit':has_credit,'credit_type':credit_type,209																'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,210																'when_you_got_credit':credit_exp,211																'is_delayed':is_delayed,'delayed_payment':2})212														l.append({'income':income,'phone':phone,'age':age,213																'employment_type':employment_type,'employment_time':employment_time,214																'has_credit':has_credit,'credit_type':credit_type,215																'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,216																'when_you_got_credit':credit_exp,217																'is_delayed':is_delayed,'delayed_payment':3})218												else:219													l.append({'income':income,'phone':phone,220																'employment_type':employment_type,'employment_time':employment_time,221																'has_credit':has_credit,'credit_type':credit_type,222																'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,223																'when_you_got_credit':credit_exp,224																'is_delayed':is_delayed,'delayed_payment':1})225													l.append({'income':income,'phone':phone,226															'employment_type':employment_type,'employment_time':employment_time,227															'has_credit':has_credit,'credit_type':credit_type,228															'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,229															'when_you_got_credit':credit_exp,230															'is_delayed':is_delayed,'delayed_payment':2})231													l.append({'income':income,'phone':phone,232															'employment_type':employment_type,'employment_time':employment_time,233															'has_credit':has_credit,'credit_type':credit_type,234															'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,235															'when_you_got_credit':credit_exp,236															'is_delayed':is_delayed,'delayed_payment':3})237				elif employment_type == 1:238					for age in age_array:239						for credit_type in credit_type_options:240							if credit_type == 1:241								for entity in product_entity_options:242									for credit_exp in credit_exp_options:243										for credit_limit in credit_limit_array:244											for credit_debt_ratio in credit_debt_ratio_array:245												for is_delayed in is_delayed_options:246													if is_delayed in [1,3]:247														l.append({'income':income,'phone':phone,'age':age,248															'employment_type':employment_type,249															'has_credit':has_credit,'credit_type':credit_type,250															'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,251															'when_you_got_credit':credit_exp,252															'credit_limit':credit_limit,253															'is_delayed':is_delayed,'delayed_payment':0})254													else:255														l.append({'income':income,'phone':phone,'age':age,256															'employment_type':employment_type,257															'has_credit':has_credit,'credit_type':credit_type,258															'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,259															'when_you_got_credit':credit_exp,260															'credit_limit':credit_limit,261															'is_delayed':is_delayed,'delayed_payment':1})262														l.append({'income':income,'phone':phone,'age':age,263															'employment_type':employment_type,264															'has_credit':has_credit,'credit_type':credit_type,265															'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,266															'when_you_got_credit':credit_exp,267															'credit_limit':credit_limit,268															'is_delayed':is_delayed,'delayed_payment':2})269														l.append({'income':income,'phone':phone,'age':age,270															'employment_type':employment_type,271															'has_credit':has_credit,'credit_type':credit_type,272															'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,273															'when_you_got_credit':credit_exp,274															'credit_limit':credit_limit,275															'is_delayed':is_delayed,'delayed_payment':3})276							else:277								for credit_exp in credit_exp_options:278									for credit_limit in credit_limit_array:279										for credit_debt_ratio in credit_debt_ratio_array:280											for is_delayed in is_delayed_options:281												if is_delayed in [1,3]:282													l.append({'income':income,'age':age,'phone':phone,283														'employment_type':employment_type,284														'has_credit':has_credit,'credit_type':credit_type,285														'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,286														'when_you_got_credit':credit_exp,287														'credit_limit':credit_limit,288														'is_delayed':is_delayed,'delayed_payment':0})289												else:290													l.append({'income':income,'age':age,'phone':phone,291														'employment_type':employment_type,292														'has_credit':has_credit,'credit_type':credit_type,293														'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,294														'when_you_got_credit':credit_exp,295														'credit_limit':credit_limit,296														'is_delayed':is_delayed,'delayed_payment':1})297													l.append({'income':income,'age':age,'phone':phone,298														'employment_type':employment_type,299														'has_credit':has_credit,'credit_type':credit_type,300														'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,301														'when_you_got_credit':credit_exp,302														'credit_limit':credit_limit,303														'is_delayed':is_delayed,'delayed_payment':2})304													l.append({'income':income,'age':age,'phone':phone,305														'employment_type':employment_type,306														'has_credit':has_credit,'credit_type':credit_type,307														'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,308														'when_you_got_credit':credit_exp,309														'credit_limit':credit_limit,310														'is_delayed':is_delayed,'delayed_payment':3})311				elif employment_type == 5:312					for credit_type in credit_type_options:313						if credit_type == 1:314							for entity in product_entity_options:315								for credit_exp in credit_exp_options:316									for credit_limit in credit_limit_array:317										for credit_debt_ratio in credit_debt_ratio_array:318											for is_delayed in is_delayed_options:319												if is_delayed in [1,3]:320													l.append({'income':income,'phone':phone,321														'employment_type':employment_type,322														'has_credit':has_credit,'credit_type':credit_type,323														'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,324														'when_you_got_credit':credit_exp,325														'credit_limit':credit_limit,326														'is_delayed':is_delayed,'delayed_payment':0})327												else:328													l.append({'income':income,'phone':phone,329														'employment_type':employment_type,330														'has_credit':has_credit,'credit_type':credit_type,331														'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,332														'when_you_got_credit':credit_exp,333														'credit_limit':credit_limit,334														'is_delayed':is_delayed,'delayed_payment':1})335													l.append({'income':income,'phone':phone,336														'employment_type':employment_type,337														'has_credit':has_credit,'credit_type':credit_type,338														'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,339														'when_you_got_credit':credit_exp,340														'credit_limit':credit_limit,341														'is_delayed':is_delayed,'delayed_payment':2})342													l.append({'income':income,'phone':phone,343														'employment_type':employment_type,344														'has_credit':has_credit,'credit_type':credit_type,345														'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,346														'when_you_got_credit':credit_exp,347														'credit_limit':credit_limit,348														'is_delayed':is_delayed,'delayed_payment':3})349						else:350							for credit_exp in credit_exp_options:351								for credit_limit in credit_limit_array:352									for credit_debt_ratio in credit_debt_ratio_array:353										for is_delayed in is_delayed_options:354											if is_delayed in [1,3]:355												l.append({'income':income,'phone':phone,356													'employment_type':employment_type,'employment_time':0,357													'has_credit':has_credit,'credit_type':credit_type,358													'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,359													'when_you_got_credit':credit_exp,360													'credit_limit':credit_limit,361													'is_delayed':is_delayed,'delayed_payment':0})362											else:363												l.append({'income':income,'phone':phone,364													'employment_type':employment_type,'employment_time':0,365													'has_credit':has_credit,'credit_type':credit_type,366													'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,367													'when_you_got_credit':credit_exp,368													'credit_limit':credit_limit,369													'is_delayed':is_delayed,'delayed_payment':1})370												l.append({'income':income,'phone':phone,371													'employment_type':employment_type,'employment_time':0,372													'has_credit':has_credit,'credit_type':credit_type,373													'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,374													'when_you_got_credit':credit_exp,375													'credit_limit':credit_limit,376													'is_delayed':is_delayed,'delayed_payment':2})377												l.append({'income':income,'phone':phone,378													'employment_type':employment_type,'employment_time':0,379													'has_credit':has_credit,'credit_type':credit_type,380													'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,381													'when_you_got_credit':credit_exp,382													'credit_limit':credit_limit,383													'is_delayed':is_delayed,'delayed_payment':3})384		for need in need_subneed_options.keys():385			for subneed in need_subneed_options[need]:386				data 					=	pd.DataFrame(l)387				data['need'] 			=	need388				data['sub_need']		=	subneed389				data['Expected_result']	=	np.nan390				data['Expected_list']	=	np.nan391				semipath			=	str(need)+'/'+str(subneed)+'/'+str(has_credit)+'/matrix'392				#import code; code.interact(local=locals())393				if employment_type == 1:394					data.to_csv('TEST_MATRIX/students/'+semipath+'.csv')395				elif employment_type == 2:396					data.to_csv('TEST_MATRIX/students_work/'+semipath+'.csv')397				elif employment_type == 5:398					data.to_csv('TEST_MATRIX/housewifes/'+semipath+'.csv')399				elif employment_type == 6:400					data.to_csv('TEST_MATRIX/employees/'+semipath+'.csv')401				elif employment_type == 7:402					data.to_csv('TEST_MATRIX/no_employees/'+semipath+'.csv')403				elif employment_type == 8:404					data.to_csv('TEST_MATRIX/freelancers/'+semipath+'.csv')405				else:406					print "unknown employment_type: ", employment_type407	elif has_credit == 3:408		l = []409		for income in income_array:410			for phone in phone_options:411				if employment_type in [2,6,8]:412					for employment_time in employment_time_options:413						for credit_type in credit_type_options:414							if credit_type == 1:415								for entity in product_entity_options:416									for credit_exp in credit_exp_options:417										for credit_limit in credit_limit_array:418											for credit_debt_ratio in credit_debt_ratio_array:419												for cancelled_credit in cancelled_credit_options:420													for is_delayed in is_delayed_options:421														if is_delayed in [1,3]:422															if employment_type == 2:423																for age in age_array:424																	l.append({'income':income,'phone':phone,'age':age,425																			'employment_type':employment_type,'employment_time':employment_time,426																			'has_credit':has_credit,'credit_type':credit_type,427																			'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,428																			'when_you_got_credit':credit_exp,429																			'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,430																			'is_delayed':is_delayed,'delayed_payment':0})431															else:432																l.append({'income':income,'phone':phone,433																			'employment_type':employment_type,'employment_time':employment_time,434																			'has_credit':has_credit,'credit_type':credit_type,435																			'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,436																			'when_you_got_credit':credit_exp,437																			'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,438																			'is_delayed':is_delayed,'delayed_payment':0})439														else:440															if employment_type == 2:441																for age in age_array:442																	l.append({'income':income,'phone':phone,'age':age,443																			'employment_type':employment_type,'employment_time':employment_time,444																			'has_credit':has_credit,'credit_type':credit_type,445																			'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,446																			'when_you_got_credit':credit_exp,'cancelled_credit':cancelled_credit,447																			'credit_limit':credit_limit,448																			'is_delayed':is_delayed,'delayed_payment':1})449																	l.append({'income':income,'phone':phone,'age':age,450																			'employment_type':employment_type,'employment_time':employment_time,451																			'has_credit':has_credit,'credit_type':credit_type,452																			'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,453																			'when_you_got_credit':credit_exp,'cancelled_credit':cancelled_credit,454																			'credit_limit':credit_limit,455																			'is_delayed':is_delayed,'delayed_payment':2})456																	l.append({'income':income,'phone':phone,'age':age,457																			'employment_type':employment_type,'employment_time':employment_time,458																			'has_credit':has_credit,'credit_type':credit_type,459																			'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,460																			'when_you_got_credit':credit_exp,461																			'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,462																			'is_delayed':is_delayed,'delayed_payment':3})463															else:464																l.append({'income':income,'phone':phone,465																			'employment_type':employment_type,'employment_time':employment_time,466																			'has_credit':has_credit,'credit_type':credit_type,467																			'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,468																			'when_you_got_credit':credit_exp,'cancelled_credit':cancelled_credit,469																			'credit_limit':credit_limit,470																			'is_delayed':is_delayed,'delayed_payment':1})471																l.append({'income':income,'phone':phone,472																			'employment_type':employment_type,'employment_time':employment_time,473																			'has_credit':has_credit,'credit_type':credit_type,474																			'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,475																			'when_you_got_credit':credit_exp,'cancelled_credit':cancelled_credit,476																			'credit_limit':credit_limit,477																			'is_delayed':is_delayed,'delayed_payment':2})478																l.append({'income':income,'phone':phone,479																			'employment_type':employment_type,'employment_time':employment_time,480																			'has_credit':has_credit,'credit_type':credit_type,481																			'product_entity':entity,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,482																			'when_you_got_credit':credit_exp,483																			'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,484																			'is_delayed':is_delayed,'delayed_payment':3})485							else:486								for credit_exp in credit_exp_options:487									for credit_debt_ratio in credit_debt_ratio_array:488										for cancelled_credit in cancelled_credit_options:489											for is_delayed in is_delayed_options:490												if is_delayed in [1,3]:491													if employment_type == 2:492														for age in age_array:493															l.append({'income':income,'phone':phone,'age':age,494																'employment_type':employment_type,'employment_time':employment_time,495																'has_credit':has_credit,'credit_type':credit_type,496																'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,497																'when_you_got_credit':credit_exp,'cancelled_credit':cancelled_credit,498																'is_delayed':is_delayed,'delayed_payment':0})499													else:500														l.append({'income':income,'phone':phone,501															'employment_type':employment_type,'employment_time':employment_time,502															'has_credit':has_credit,'credit_type':credit_type,503															'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,504															'when_you_got_credit':credit_exp,'cancelled_credit':cancelled_credit,505															'is_delayed':is_delayed,'delayed_payment':0})506												else:507													if employment_type == 2:508														for age in age_array:509															l.append({'income':income,'phone':phone,'age':age,510																	'employment_type':employment_type,'employment_time':employment_time,511																	'has_credit':has_credit,'credit_type':credit_type,512																	'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,513																	'cancelled_credit':cancelled_credit,514																	'when_you_got_credit':credit_exp,515																	'is_delayed':is_delayed,'delayed_payment':1})516															l.append({'income':income,'phone':phone,'age':age,517																	'employment_type':employment_type,'employment_time':employment_time,518																	'has_credit':has_credit,'credit_type':credit_type,519																	'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,520																	'cancelled_credit':cancelled_credit,521																	'when_you_got_credit':credit_exp,522																	'is_delayed':is_delayed,'delayed_payment':2})523															l.append({'income':income,'phone':phone,'age':age,524																	'employment_type':employment_type,'employment_time':employment_time,525																	'has_credit':has_credit,'credit_type':credit_type,526																	'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,527																	'cancelled_credit':cancelled_credit,528																	'when_you_got_credit':credit_exp,529																	'is_delayed':is_delayed,'delayed_payment':3})530													else:531														l.append({'income':income,'phone':phone,532																	'employment_type':employment_type,'employment_time':employment_time,533																	'has_credit':has_credit,'credit_type':credit_type,534																	'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,535																	'cancelled_credit':cancelled_credit,536																	'when_you_got_credit':credit_exp,537																	'is_delayed':is_delayed,'delayed_payment':1})538														l.append({'income':income,'phone':phone,539																	'employment_type':employment_type,'employment_time':employment_time,540																	'has_credit':has_credit,'credit_type':credit_type,541																	'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,542																	'cancelled_credit':cancelled_credit,543																	'when_you_got_credit':credit_exp,544																	'is_delayed':is_delayed,'delayed_payment':2})545														l.append({'income':income,'phone':phone,546																	'employment_type':employment_type,'employment_time':employment_time,547																	'has_credit':has_credit,'credit_type':credit_type,548																	'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,549																	'cancelled_credit':cancelled_credit,550																	'when_you_got_credit':credit_exp,551																	'is_delayed':is_delayed,'delayed_payment':3})552				else:553					for age in age_array:554						for credit_type in credit_type_options:555							if credit_type == 1:556								for entity in product_entity_options:557									for credit_exp in credit_exp_options:558										for credit_limit in credit_limit_array:559											for credit_debt_ratio in credit_debt_ratio_array:560												for cancelled_credit in cancelled_credit_options:561													for is_delayed in is_delayed_options:562														if is_delayed in [1,3]:563															l.append({'income':income,'phone':phone,'age':age,564																	'employment_type':employment_type,'employment_time':0,565																	'has_credit':has_credit,'credit_type':credit_type,566																	'product_entity':entity,'credit_debt':income*credit_debt_ratio,567																	'credit_debt_ratio':credit_debt_ratio,568																	'when_you_got_credit':credit_exp,569																	'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,570																	'is_delayed':is_delayed,'delayed_payment':0})571														else:572															l.append({'income':income,'phone':phone,'age':age,573																	'employment_type':employment_type,'employment_time':0,574																	'has_credit':has_credit,'credit_type':credit_type,575																	'product_entity':entity,'credit_debt':income*credit_debt_ratio,576																	'credit_debt_ratio':credit_debt_ratio,577																	'when_you_got_credit':credit_exp,578																	'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,579																	'is_delayed':is_delayed,'delayed_payment':1})580															l.append({'income':income,'phone':phone,'age':age,581																	'employment_type':employment_type,'employment_time':0,582																	'has_credit':has_credit,'credit_type':credit_type,583																	'product_entity':entity,'credit_debt':income*credit_debt_ratio,584																	'credit_debt_ratio':credit_debt_ratio,585																	'when_you_got_credit':credit_exp,586																	'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,587																	'is_delayed':is_delayed,'delayed_payment':2})588															l.append({'income':income,'phone':phone,'age':age,589																	'employment_type':employment_type,'employment_time':0,590																	'has_credit':has_credit,'credit_type':credit_type,591																	'product_entity':entity,'credit_debt':income*credit_debt_ratio,592																	'credit_debt_ratio':credit_debt_ratio,593																	'when_you_got_credit':credit_exp,594																	'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,595																	'is_delayed':is_delayed,'delayed_payment':3})596							else:597								for credit_exp in credit_exp_options:598										for credit_limit in credit_limit_array:599											for credit_debt_ratio in credit_debt_ratio_array:600												for cancelled_credit in cancelled_credit_options:601													for is_delayed in is_delayed_options:602														if is_delayed in [1,3]:603															l.append({'income':income,'age':age,'phone':phone,604																	'employment_type':employment_type,'employment_time':0,605																	'has_credit':has_credit,'credit_type':credit_type,606																	'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,607																	'when_you_got_credit':credit_exp,608																	'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,609																	'is_delayed':is_delayed,'delayed_payment':0})610														else:611															l.append({'income':income,'age':age,'phone':phone,612																	'employment_type':employment_type,'employment_time':0,613																	'has_credit':has_credit,'credit_type':credit_type,614																	'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,615																	'when_you_got_credit':credit_exp,616																	'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,617																	'is_delayed':is_delayed,'delayed_payment':1})618															l.append({'income':income,'age':age,'phone':phone,619																	'employment_type':employment_type,'employment_time':0,620																	'has_credit':has_credit,'credit_type':credit_type,621																	'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,622																	'when_you_got_credit':credit_exp,623																	'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,624																	'is_delayed':is_delayed,'delayed_payment':2})625															l.append({'income':income,'age':age,'phone':phone,626																	'employment_type':employment_type,'employment_time':0,627																	'has_credit':has_credit,'credit_type':credit_type,628																	'product_entity':0,'credit_debt':income*credit_debt_ratio,'credit_debt_ratio':credit_debt_ratio,629																	'when_you_got_credit':credit_exp,630																	'credit_limit':credit_limit,'cancelled_credit':cancelled_credit,631																	'is_delayed':is_delayed,'delayed_payment':3})632		for need in need_subneed_options.keys():633			for subneed in need_subneed_options[need]:634				data 					=	pd.DataFrame(l)635				data['need'] 			=	need636				data['sub_need']		=	subneed637				data['Expected_result']	=	np.nan638				data['Expected_list']	=	np.nan639				semipath			=	str(need)+'/'+str(subneed)+'/'+str(has_credit)+'/matrix'640				#import code; code.interact(local=locals())641				if employment_type == 1:642					data.to_csv('TEST_MATRIX/students/'+semipath+'.csv')643					#import code; code.interact(local=locals())644				elif employment_type == 2:645					data.to_csv('TEST_MATRIX/students_work/'+semipath+'.csv')646				elif employment_type == 5:647					data.to_csv('TEST_MATRIX/housewifes/'+semipath+'.csv')648				elif employment_type == 6:649					data.to_csv('TEST_MATRIX/employees/'+semipath+'.csv')650				elif employment_type == 7:651					data.to_csv('TEST_MATRIX/no_employees/'+semipath+'.csv')652				elif employment_type == 8:653					data.to_csv('TEST_MATRIX/freelancers/'+semipath+'.csv')654				else:655					print "unknown employment_type: ", employment_type656	elif has_credit==1:657		l = []658		for income in income_array:659			for phone in phone_options:660				if employment_type in [5,6,8]:661					for employment_time in employment_time_options:662						l.append({'income':income,663									'phone':phone,'employment_time':employment_time,664									'employment_type':employment_type,'has_credit':has_credit})665				else:666					for age in age_array:667						l.append({'income':income,'age':age,668								'phone':phone,'employment_type':employment_type,'employment_time':0,669								'has_credit':has_credit,})670		for need in need_subneed_options.keys():671			for subneed in need_subneed_options[need]:672				data 					=	pd.DataFrame(l)673				data['need'] 			=	need674				data['sub_need']		=	subneed675				data['Expected_result']	=	np.nan676				data['Expected_list']	=	np.nan677				semipath 	= str(need)+'/'+str(subneed)+'/'+str(has_credit)+'/matrix'678				#import code; code.interact(local=locals())679				if employment_type == 1:680					data.to_csv('TEST_MATRIX/students/'+semipath+'.csv')681				elif employment_type == 2:682					data.to_csv('TEST_MATRIX/students_work/'+semipath+'.csv')683				elif employment_type == 5:684					data.to_csv('TEST_MATRIX/housewifes/'+semipath+'.csv')685				elif employment_type == 6:686					data.to_csv('TEST_MATRIX/employees/'+semipath+'.csv')687				elif employment_type == 7:688					data.to_csv('TEST_MATRIX/no_employees/'+semipath+'.csv')689				elif employment_type == 8:690					data.to_csv('TEST_MATRIX/freelancers/'+semipath+'.csv')691				else:692					print "unknown employment_type: ", employment_type...

low_stock.py

Source:low_stock.py

...148        :type: str149        """150        self._print_flag = print_flag151    @property152    def is_delayed(self):153        """Gets the is_delayed of this LowStock.  # noqa: E501154        :return: The is_delayed of this LowStock.  # noqa: E501155        :rtype: bool156        """157        return self._is_delayed158    @is_delayed.setter159    def is_delayed(self, is_delayed):160        """Sets the is_delayed of this LowStock.161        :param is_delayed: The is_delayed of this LowStock.  # noqa: E501162        :type: bool163        """164        self._is_delayed = is_delayed165    @property166    def create_date(self):167        """Gets the create_date of this LowStock.  # noqa: E501168        :return: The create_date of this LowStock.  # noqa: E501169        :rtype: datetime170        """171        return self._create_date172    @create_date.setter173    def create_date(self, create_date):...

percentageofdelay.py

Source:percentageofdelay.py

1def percentageofdelay(src,dest):2  flightsinfo = pd.read_csv("drive/My Drive/flights.csv",nrows=200000)3  airport = pd.read_csv('drive/My Drive/airports.csv')4  airlines = pd.read_csv('drive/My Drive/airlines.csv')5  flights=flightsinfo6  Flights1 = flightsinfo7  Flights1=flightsinfo.drop(['YEAR','MONTH','DAY','DAY_OF_WEEK','TAIL_NUMBER','DEPARTURE_TIME','WHEELS_OFF','WHEELS_ON','SCHEDULED_ARRIVAL','ARRIVAL_TIME','CANCELLATION_REASON','AIR_SYSTEM_DELAY','SECURITY_DELAY','AIRLINE_DELAY','LATE_AIRCRAFT_DELAY','WEATHER_DELAY'], axis = 1)8  Flights1['Is_Delayed'] = np.where(Flights1['ARRIVAL_DELAY']<=0, 0,1)9  Flights1=Flights1.loc[(Flights1['ORIGIN_AIRPORT'] == src)  & (Flights1['DESTINATION_AIRPORT'] == dest)]10  totalcount=Flights1['Is_Delayed'].count()11  delayedcount=Flights1.loc[(Flights1['Is_Delayed'] == 1)]['Is_Delayed'].count()12  nodelayedcount=Flights1.loc[(Flights1['Is_Delayed'] == 0)]['Is_Delayed'].count()13  axis = plt.subplots(figsize=(10,14))14  Name = ['Delayed','Not Delayed']15  values = [(delayedcount/totalcount)*100,(nodelayedcount/totalcount)*100]16  plt.pie(values,labels=Name,autopct='%5.0f%%')17  plt.show()18  plt.savefig('drive/My Drive/percentageofdelayimage.png')...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.