def _test_all_stocks_for_integration_with_dummy_values():
auxDictLen = len(utility.createAuxiliaries_All())
for i_ in xrange(auxDictLen):
key_ = "Day-"+ str(i_)
lenOfList = min(len(testDictSyn[key_]), len(testDictMod[key_]))
for cnt in xrange(lenOfList):
assert testDictSyn[key_][cnt]== testDictMod[key_][cnt]
def _test_all_stocks_for_integration_with_dummy_values():
auxDictLen = len(utility.createAuxiliaries_All())
for i_ in xrange(auxDictLen):
key_ = "Day-" + str(i_)
lenOfList = min(len(testDictSyn[key_]), len(testDictMod[key_]))
for cnt in xrange(lenOfList):
assert testDictSyn[key_][cnt] == testDictMod[key_][cnt]
def integrateWithDummies():
import utility , ModelExecAll
from StateAll import StateAll
testStockToRet={}
##States
curr = StateAll("CurrentState_inte")
prev = StateAll("PrevState_inte")
dt = 1
## dict to use now has dummy auxuliaries .... D.E will create a list of auxiliaries
dictToUse = utility.createAuxiliaries_All()
for key_, val_ in dictToUse.items():
prev, curr = ModelExecAll.executeModelForDE(val_, curr, prev, dt)
print "{} -----> {}".format(key_, curr)
## other than printing we not doign anythign with the 'current state' : when D.E. come sinto play D.E. will use
## the current state's two objectives and do its own mutation. No baseline needed
testStockToRet[key_]=[curr.PotentiallyDetectableError_.curr, curr.EscapedError_.curr, curr.DetectedError_.curr, curr.ReworkedError_.curr, curr.UndetectedActiveErrors_.curr, curr.UndetectedPassiveErrors_.curr]
return testStockToRet
def integrateWithDummies():
import utility, ModelExecAll
from StateAll import StateAll
testStockToRet = {}
##States
curr = StateAll("CurrentState_inte")
prev = StateAll("PrevState_inte")
dt = 1
## dict to use now has dummy auxuliaries .... D.E will create a list of auxiliaries
dictToUse = utility.createAuxiliaries_All()
for key_, val_ in dictToUse.items():
prev, curr = ModelExecAll.executeModelForDE(val_, curr, prev, dt)
print "{} -----> {}".format(key_, curr)
## other than printing we not doign anythign with the 'current state' : when D.E. come sinto play D.E. will use
## the current state's two objectives and do its own mutation. No baseline needed
testStockToRet[key_] = [
curr.PotentiallyDetectableError_.curr, curr.EscapedError_.curr,
curr.DetectedError_.curr, curr.ReworkedError_.curr,
curr.UndetectedActiveErrors_.curr,
curr.UndetectedPassiveErrors_.curr
]
return testStockToRet
def _test_all_stocks():
auxDictLen = len(utility.createAuxiliaries_All())
for i_ in xrange(auxDictLen):
key_ = "Day-"+ str(i_)
assert testDictSyn[key_][0]== testDictMod[key_][0]
def executeModelAll(showFlows):
##Nine Unique Auxiliaries : Top
MultiplierSchedPressure = Auxiliary("MultiplierSchedPressure")
MultiplierWorkforce = Auxiliary("MultiplierWorkforce")
NominalErr = Auxiliary("NominalErr")
SWDevelopmentRate = Auxiliary("SWDevelopmentRate")
PotErrDetectRate = Auxiliary("PotErrDetectRate")
QARate = Auxiliary("QARate")
AvgErrPerTask = Auxiliary("AvgErrPerTask")
ActualReworkMP = Auxiliary("ActualReworkMP")
DailyMPRework = Auxiliary("DailyMPRework")
## Eight Unique Auxiliaries :Bottom
TimeToSmooth = Auxiliary("TimeToSmooth")
MultiplierToRegen = Auxiliary("MultiplierToRegen")
ActiveErrorDensity = Auxiliary("ActiveErrorDensity")
TestingRate = Auxiliary("TestingRate")
PassiveErrorDensity = Auxiliary("PassiveErrorDensity")
FractionEscapingErrors = Auxiliary("FractionEscapingErrors")
ActiveErrorsRetiringFraction = Auxiliary("ActiveErrorsRetiringFraction")
BadFixGenRate = Auxiliary("BadFixGenRate")
### Four Flows from Top
ErrGenRate = Flow("ErrGenRate")
ErrDetRate = Flow("ErrDetRate")
ErrEscapeRate = Flow("ErrEscapeRate")
ReworkRate = Flow("ReworkRate")
## Six Flows from Bottom
ActiveErrorRegenRate = Flow("ActiveErrorRegenRate")
ActiveErrorDetectAndCorrectRate = Flow("ActiveErrorDetectAndCorrectRate")
ActiveErrorRetirementRate = Flow("ActiveErrorRetirementRate")
PassiveErrorDetectAndCorrectRate = Flow("PassiveErrorDetectAndCorrectRate")
PassiveErrorGenRate = Flow("PassiveErrorGenRate")
ActiveErrorGenRate = Flow("ActiveErrorGenRate")
## we need to fill up auxiliaries ...
auxDict = utility.createAuxiliaries_All()
##States
curr = StateAll("CurrentState")
prev = StateAll("PrevState")
dt = 1
##output & test purpose
stockDict = {}
for key_, val_ in auxDict.items():
# current state's stocks are dependent on prev. state's flows
# some have in and out flows
curr.PotentiallyDetectableError_.setInput(
dt * (prev.ErrGenRate_.curr - prev.ErrDetRate_.curr -
prev.ErrEscapeRate_.curr))
curr.DetectedError_.setInput(
dt * (prev.ErrDetRate_.curr - prev.ReworkRate_.curr))
# some only have in flows from top
curr.EscapedError_.setInput(dt * (prev.ErrEscapeRate_.curr))
curr.ReworkedError_.setInput(dt * (prev.ReworkRate_.curr))
# Update stock from inflows and outflows from Bottom
curr.UndetectedActiveErrors_.setInput(
dt *
(prev.ActiveErrorRegenRate_.curr + prev.ActiveErrorGenRate_.curr) -
(prev.ActiveErrorRetirementRate_.curr +
prev.ActiveErrorDetectAndCorrectRate_.curr))
curr.UndetectedPassiveErrors_.setInput(
dt * (prev.ActiveErrorRetirementRate_.curr +
prev.PassiveErrorGenRate_.curr) -
prev.PassiveErrorDetectAndCorrectRate_.curr)
print "{} ---> {}".format(key_, curr)
#setup output
stockDict[key_] = [
curr.PotentiallyDetectableError_.curr, curr.DetectedError_.curr,
curr.EscapedError_.curr, curr.ReworkedError_.curr,
curr.UndetectedActiveErrors_.curr,
curr.UndetectedPassiveErrors_.curr
]
print "---------------"
#setting up auxiliaries
MultiplierSchedPressure.setInput(val_[0])
MultiplierWorkforce.setInput(val_[1])
NominalErr.setInput(val_[2])
SWDevelopmentRate.setInput(val_[3])
PotErrDetectRate.setInput(val_[4])
AvgErrPerTask.setInput(val_[5])
QARate.setInput(val_[6])
ActualReworkMP.setInput(val_[7])
DailyMPRework.setInput(val_[8])
#Setting up eight Auxiliaries from Bottom
TimeToSmooth.setInput(val_[9])
MultiplierToRegen.setInput(val_[10])
ActiveErrorDensity.setInput(val_[11])
TestingRate.setInput(val_[12])
ActiveErrorsRetiringFraction.setInput(val_[13])
PassiveErrorDensity.setInput(val_[16] +
curr.UndetectedPassiveErrors_.curr)
#filling flows on the top
ErrGenRate.fillFlowsByAuxs(MultiplierSchedPressure,
MultiplierWorkforce, NominalErr,
SWDevelopmentRate)
ErrDetRate.fillFlowsByAuxs(PotErrDetectRate)
ErrEscapeRate.fillFlowsByAuxs(AvgErrPerTask, QARate)
ReworkRate.fillFlowsByAuxs(ActualReworkMP, DailyMPRework)
# updating current state's flows
curr.updateErrGenRate(ErrGenRate)
curr.updateErrDetRate(ErrDetRate)
curr.updateErrEscapeRate(ErrEscapeRate)
curr.updateReworkRate(ReworkRate)
# Connecting top to the bottom
# Error Escape Rate -> Fraction Escaping Errors
# Rework Rate -> Bad Fix Generation Rate
FractionEscapingErrors.setInput(val_[14] + ErrEscapeRate.curr)
BadFixGenRate.setInput(val_[15] + ReworkRate.curr)
# Filling Flows : six flows from Bottom
ActiveErrorRegenRate.fillFlowsByAuxs(TimeToSmooth, MultiplierToRegen,
ActiveErrorDensity)
ActiveErrorDetectAndCorrectRate.fillFlowsByAuxs(ActiveErrorDensity)
ActiveErrorRetirementRate.fillFlowsByAuxs(
TestingRate, ActiveErrorsRetiringFraction)
ActiveErrorGenRate.fillFlowsByAuxs(FractionEscapingErrors,
BadFixGenRate)
PassiveErrorGenRate.fillFlowsByAuxs(BadFixGenRate,
FractionEscapingErrors)
PassiveErrorDetectAndCorrectRate.fillFlowsByAuxs(
PassiveErrorDensity, TestingRate)
# updating current state's flows: six flows from bottom
curr.updateActiveErrorRegenRate(ActiveErrorRegenRate)
curr.updateActiveErrorDetectAndCorrectRate(
ActiveErrorDetectAndCorrectRate)
curr.updateActiveErrorRetirementRate(ActiveErrorRetirementRate)
curr.updateActiveErrorGenRate(ActiveErrorGenRate)
curr.updatePassiveErrorGenRate(PassiveErrorGenRate)
curr.updatePassiveErrorDetectAndCorrectRate(
PassiveErrorDetectAndCorrectRate)
if (showFlows):
print "Printing F-L-O-W-S !"
print "key, flow value ---> {}, {}".format(key_, curr.getFlows())
## copying current to prev.
prev = curr.copyAll("prev")
print "###################"
return stockDict
def _test_all_stocks():
auxDictLen = len(utility.createAuxiliaries_All())
for i_ in xrange(auxDictLen):
key_ = "Day-" + str(i_)
assert testDictSyn[key_][0] == testDictMod[key_][0]
def executeModelAll(showFlows):
##Nine Unique Auxiliaries : Top
MultiplierSchedPressure = Auxiliary("MultiplierSchedPressure")
MultiplierWorkforce = Auxiliary("MultiplierWorkforce")
NominalErr = Auxiliary("NominalErr")
SWDevelopmentRate = Auxiliary("SWDevelopmentRate")
PotErrDetectRate = Auxiliary("PotErrDetectRate")
QARate = Auxiliary("QARate")
AvgErrPerTask = Auxiliary("AvgErrPerTask")
ActualReworkMP = Auxiliary("ActualReworkMP")
DailyMPRework = Auxiliary("DailyMPRework")
## Eight Unique Auxiliaries :Bottom
TimeToSmooth = Auxiliary("TimeToSmooth")
MultiplierToRegen = Auxiliary("MultiplierToRegen")
ActiveErrorDensity = Auxiliary("ActiveErrorDensity")
TestingRate = Auxiliary("TestingRate")
PassiveErrorDensity = Auxiliary("PassiveErrorDensity")
FractionEscapingErrors = Auxiliary("FractionEscapingErrors")
ActiveErrorsRetiringFraction = Auxiliary("ActiveErrorsRetiringFraction")
BadFixGenRate = Auxiliary("BadFixGenRate")
### Four Flows from Top
ErrGenRate = Flow("ErrGenRate")
ErrDetRate = Flow("ErrDetRate")
ErrEscapeRate = Flow("ErrEscapeRate")
ReworkRate = Flow("ReworkRate")
## Six Flows from Bottom
ActiveErrorRegenRate = Flow("ActiveErrorRegenRate")
ActiveErrorDetectAndCorrectRate = Flow("ActiveErrorDetectAndCorrectRate")
ActiveErrorRetirementRate = Flow("ActiveErrorRetirementRate")
PassiveErrorDetectAndCorrectRate = Flow("PassiveErrorDetectAndCorrectRate")
PassiveErrorGenRate = Flow("PassiveErrorGenRate")
ActiveErrorGenRate = Flow("ActiveErrorGenRate")
## we need to fill up auxiliaries ...
auxDict = utility.createAuxiliaries_All()
##States
curr = StateAll("CurrentState")
prev = StateAll("PrevState")
dt = 1
##output & test purpose
stockDict ={}
for key_,val_ in auxDict.items():
# current state's stocks are dependent on prev. state's flows
# some have in and out flows
curr.PotentiallyDetectableError_.setInput(dt * (prev.ErrGenRate_.curr - prev.ErrDetRate_.curr - prev.ErrEscapeRate_.curr ))
curr.DetectedError_.setInput( dt*( prev.ErrDetRate_.curr - prev.ReworkRate_.curr ))
# some only have in flows from top
curr.EscapedError_.setInput( dt*(prev.ErrEscapeRate_.curr))
curr.ReworkedError_.setInput(dt*(prev.ReworkRate_.curr))
# Update stock from inflows and outflows from Bottom
curr.UndetectedActiveErrors_.setInput(dt * (prev.ActiveErrorRegenRate_.curr + prev.ActiveErrorGenRate_.curr) - (prev.ActiveErrorRetirementRate_.curr + prev.ActiveErrorDetectAndCorrectRate_.curr) )
curr.UndetectedPassiveErrors_.setInput(dt * (prev.ActiveErrorRetirementRate_.curr + prev.PassiveErrorGenRate_.curr)- prev.PassiveErrorDetectAndCorrectRate_.curr)
print "{} ---> {}".format( key_, curr)
#setup output
stockDict[key_]=[curr.PotentiallyDetectableError_.curr, curr.DetectedError_.curr, curr.EscapedError_.curr, curr.ReworkedError_.curr, curr.UndetectedActiveErrors_.curr,curr.UndetectedPassiveErrors_.curr]
print "---------------"
#setting up auxiliaries
MultiplierSchedPressure.setInput(val_[0])
MultiplierWorkforce.setInput(val_[1])
NominalErr.setInput(val_[2])
SWDevelopmentRate.setInput(val_[3])
PotErrDetectRate.setInput(val_[4])
AvgErrPerTask.setInput(val_[5])
QARate.setInput(val_[6])
ActualReworkMP.setInput(val_[7])
DailyMPRework.setInput(val_[8])
#Setting up eight Auxiliaries from Bottom
TimeToSmooth.setInput(val_[9])
MultiplierToRegen.setInput(val_[10])
ActiveErrorDensity.setInput(val_[11])
TestingRate.setInput(val_[12])
ActiveErrorsRetiringFraction.setInput(val_[13])
PassiveErrorDensity.setInput(val_[16] + curr.UndetectedPassiveErrors_.curr)
#filling flows on the top
ErrGenRate.fillFlowsByAuxs(MultiplierSchedPressure, MultiplierWorkforce, NominalErr, SWDevelopmentRate)
ErrDetRate.fillFlowsByAuxs(PotErrDetectRate)
ErrEscapeRate.fillFlowsByAuxs(AvgErrPerTask, QARate)
ReworkRate.fillFlowsByAuxs(ActualReworkMP, DailyMPRework)
# updating current state's flows
curr.updateErrGenRate(ErrGenRate)
curr.updateErrDetRate(ErrDetRate)
curr.updateErrEscapeRate(ErrEscapeRate)
curr.updateReworkRate(ReworkRate)
# Connecting top to the bottom
# Error Escape Rate -> Fraction Escaping Errors
# Rework Rate -> Bad Fix Generation Rate
FractionEscapingErrors.setInput(val_[14] + ErrEscapeRate.curr)
BadFixGenRate.setInput(val_[15] + ReworkRate.curr)
# Filling Flows : six flows from Bottom
ActiveErrorRegenRate.fillFlowsByAuxs(TimeToSmooth, MultiplierToRegen, ActiveErrorDensity)
ActiveErrorDetectAndCorrectRate.fillFlowsByAuxs(ActiveErrorDensity)
ActiveErrorRetirementRate.fillFlowsByAuxs(TestingRate, ActiveErrorsRetiringFraction)
ActiveErrorGenRate.fillFlowsByAuxs(FractionEscapingErrors, BadFixGenRate)
PassiveErrorGenRate.fillFlowsByAuxs(BadFixGenRate, FractionEscapingErrors)
PassiveErrorDetectAndCorrectRate.fillFlowsByAuxs(PassiveErrorDensity, TestingRate)
# updating current state's flows: six flows from bottom
curr.updateActiveErrorRegenRate(ActiveErrorRegenRate)
curr.updateActiveErrorDetectAndCorrectRate(ActiveErrorDetectAndCorrectRate)
curr.updateActiveErrorRetirementRate(ActiveErrorRetirementRate)
curr.updateActiveErrorGenRate(ActiveErrorGenRate)
curr.updatePassiveErrorGenRate(PassiveErrorGenRate)
curr.updatePassiveErrorDetectAndCorrectRate(PassiveErrorDetectAndCorrectRate)
if(showFlows):
print "Printing F-L-O-W-S !"
print "key, flow value ---> {}, {}".format(key_, curr.getFlows())
## copying current to prev.
prev = curr.copyAll("prev")
print "###################"
return stockDict
