def preprocess(inputs):
featureList=[]
for eachLine in tableContent:
bp_diastolic_min = ''
bp_diastolic_max = ''
heartbeat_min = ''
heartbeat_max = ''
sleep_min = ''
sleep_max = ''
bp_systolic_min = ''
bp_systolic_max = ''
activity_min = ''
activity_max = ''
age_min = ''
age_max = ''
toBeSelected=True
print "-------- ----"
print eachLine.bp_systolic_min
print eachLine.bp_systolic_max
print (inputs["bloodPressures"][dailydata]["systolic"]>=eachLine.bp_systolic_min and inputs["bloodPressures"][dailydata]["systolic"]<=eachLine.bp_systolic_max)or((eachLine.bp_systolic_min=='')and(eachLine.bp_systolic_max==''))
print inputs["bloodPressures"][dailydata]["systolic"]
print "------------"
if (((eachLine.bp_systolic_min=='')and(eachLine.bp_systolic_max=='')) or checkSystolic(inputs, eachLine)):
bp_systolic_min = eachLine.bp_systolic_min
bp_systolic_max = eachLine.bp_systolic_max
else:
toBeSelected=False
if (((eachLine.bp_diastolic_min=='')and(eachLine.bp_diastolic_max=='')) or checkDiastolic(inputs, eachLine)):
bp_diastolic_min = eachLine.bp_diastolic_min
bp_diastolic_max = eachLine.bp_diastolic_max
else:
toBeSelected=False
if (((eachLine.heartbeat_min=='')and(eachLine.heartbeat_max=='')) or checkHeartBeats(inputs, eachLine)):
heartbeat_min = eachLine.heartbeat_min
heartbeat_max = eachLine.heartbeat_max
else:
toBeSelected=False
if (((eachLine.sleep_min=='')and(eachLine.sleep_max=='')) or checkSleep(inputs, eachLine)):
sleep_min = eachLine.sleep_min
sleep_max = eachLine.sleep_max
else:
toBeSelected=False
if (((eachLine.activity_min=='')and(eachLine.activity_max=='')) or checkActivity(inputs, eachLine)):
activity_min = eachLine.activity_min
activity_max = eachLine.activity_max
else:
toBeSelected=False
if (((eachLine.age_min=='')and(eachLine.age_max=='')) or checkAge(inputs, eachLine)):
age_min = eachLine.age_min
age_max = eachLine.age_max
else:
toBeSelected=False
if toBeSelected:
oneFeature = Features(bp_systolic_min, bp_systolic_max, bp_diastolic_min, bp_diastolic_max,
heartbeat_min, heartbeat_max, sleep_min, sleep_max, activity_min, activity_max,
age_min, age_max)
oneFeature.print_features()
featureList.append(oneFeature)
else:
if(len(featureList)>0):
return featureList[0]
else:
return None
def preprocess(inputs):
print '-------Sleep--------'
sleepList=getSleepList(inputs)
evaluateSleep(sleepList)
print '-------Activities--------'
activitiesList=getActivitiesList(inputs)
evaluateActivities(activitiesList)
print '-------Heart Beats--------'
heartBeatsList=getHeartBeatsList(inputs)
evaluateHeartBeats(heartBeatsList)
print '-------Blood Pressure--------'
bloodPressuresList=getBloodPressuresList(inputs)
evaluateBloodPressures(bloodPressuresList)
featureList=[]
for eachLine in tableContent:
bp_diastolic_min = ''
bp_diastolic_max = ''
heartbeat_min = ''
heartbeat_max = ''
sleep_min = ''
sleep_max = ''
bp_systolic_min = ''
bp_systolic_max = ''
activity_min = ''
activity_max = ''
age_min = ''
age_max = ''
toBeSelected=True
if (((eachLine.bp_systolic_min=='')and(eachLine.bp_systolic_max=='')) or checkSystolic(inputs, eachLine)):
bp_systolic_min = eachLine.bp_systolic_min
bp_systolic_max = eachLine.bp_systolic_max
else:
toBeSelected=False
if (((eachLine.bp_diastolic_min=='')and(eachLine.bp_diastolic_max=='')) or checkDiastolic(inputs, eachLine)):
bp_diastolic_min = eachLine.bp_diastolic_min
bp_diastolic_max = eachLine.bp_diastolic_max
else:
toBeSelected=False
if (((eachLine.heartbeat_min=='')and(eachLine.heartbeat_max=='')) or checkHeartBeats(inputs, eachLine)):
heartbeat_min = eachLine.heartbeat_min
heartbeat_max = eachLine.heartbeat_max
else:
toBeSelected=False
if (((eachLine.sleep_min=='')and(eachLine.sleep_max=='')) or checkSleep(inputs, eachLine)):
sleep_min = eachLine.sleep_min
sleep_max = eachLine.sleep_max
else:
toBeSelected=False
if (((eachLine.activity_min=='')and(eachLine.activity_max=='')) or checkActivity(inputs, eachLine)):
activity_min = eachLine.activity_min
activity_max = eachLine.activity_max
else:
toBeSelected=False
if (((eachLine.age_min=='')and(eachLine.age_max=='')) or checkAge(inputs, eachLine)):
age_min = eachLine.age_min
age_max = eachLine.age_max
else:
toBeSelected=False
if toBeSelected:
oneFeature = Features(bp_systolic_min, bp_systolic_max, bp_diastolic_min, bp_diastolic_max,
heartbeat_min, heartbeat_max, sleep_min, sleep_max, activity_min, activity_max,
age_min, age_max)
oneFeature.print_features()
featureList.append(oneFeature)
else:
if(len(featureList)>0):
return featureList[0]
else:
return None
