Sleeping and Mood Switch

from __future__ import print_function
from sys import platform
from os import system
import WalabotAPI as wlbt
import time # python timer
import statistics #cal std
import RPi.GPIO as GPIO #This imports the GPIO Library into Python so we can use the GPIO Pins on the Pi.

GPIO.setmode(GPIO.BCM)
GPIO.setup(2, GPIO.OUT) #We are using GPIO 2 as our first pin, which is where the green wire is connected to the first relay switch on the baord
						#initialize as false, thus off

wlbt.Init()  # load the WalabotSDK to the Python wrapper
wlbt.SetSettingsFolder()  # set the path to the essetial database files
wlbt.ConnectAny()  # establishes communication with the Walabot

wlbt.SetProfile(wlbt.PROF_SENSOR_NARROW)  # set scan profile out of the possibilities
	# JC: replace PROF_SENSOR to PROF_SENSOR_NARROW
	# Sensor narrow: Lower-resolution images for a fast capture rate. Useful for tracking quick movement.
	# thus for heart rate
wlbt.SetDynamicImageFilter(wlbt.FILTER_TYPE_DERIVATIVE)  # specify filter to use
	#JC: replace FILTER_TYPE_MTI to FILTER_TYPE_DERIVATIVE
	#Moving Target Identification (MTI) filter, the Derivative filter is available for the specific frequencies typical of breathing.

## variables definition
## Walabot_SetArenaR - input parameters
minInCm = 30;
maxInCm = 150;
resICm = 1;
## Walabot_SetArenaTheta - input parameters
minIndegrees = -4;
maxIndegrees = 4;
resIndegrees = 2;
## Walabot_SetArenaPhi - input parameters
minPhiInDegrees = -4;
maxPhiInDegrees = 4;
resPhiInDegrees = 2;
##JC: here below modified from C++ breathing code, before use variables needs to be defined,  parameters accoarding to http://api.walabot.com/_features.html and http://api.walabot.com/_sample.html C++ breathing code
## Setup arena - specify it by Cartesian coordinates(ranges and resolution on the x, y, z axes); 
##  In Sensor mode there is need to specify Spherical coordinates(ranges and resolution along radial distance and Theta and Phi angles).
wlbt.SetArenaR(minInCm, maxInCm, resICm)
## Sets polar range and resolution of arena (parameters in degrees).
wlbt.SetArenaTheta(minIndegrees, maxIndegrees, resIndegrees)
## Sets azimuth range and resolution of arena.(parameters in degrees).
wlbt.SetArenaPhi(minPhiInDegrees, maxPhiInDegrees, resPhiInDegrees)

wlbt.Start()  # starts Walabot in preparation for scanning
print ('hello')
thefile = open('%s.txt' % time.strftime("%H-%M-%S_%d-%m-%Y"), 'w') #open file with name of current time

while True:
	MEAN = [] #array which save each mean get from wlbt
	MAX = [] #array which save each max get from wlbt
	MIN = [] #array which save each min get from wlbt
	STD = [] #array which save each std get from wlbt
	start_out = time.time() #timer control how long each circle
	while (time.time()-start_out) <10:		#each 1min
		Energy = [] #array which save each energy get from wlbt
		start_in = time.time() #timer control how long each circle 
		while (time.time()-start_in) <5:		#each 10s
			##JC: add calibrates based from C++ code
			##// calibrates scanning to ignore or reduce the signals
			wlbt.StartCalibration() #start calibration
			while wlbt.GetStatus()[0] == wlbt.STATUS_CALIBRATING: #when calibraion done
				wlbt.Trigger() #trigger walabot
			Energy.append(wlbt.GetImageEnergy())  # get Energy
			#Energy_current = wlbt.GetImageEnergy()
			##JC: replace GetSensorTargets to GetImageEnergy
			#system('cls' if platform == 'win32' else 'clear')  # clear the terminal
			#print('Energy_Current = ', Energy_current, '/n')
		
		#after each 10s do following
		print('mean(10s)=', sum(Energy) / len(Energy), ' ')
		print('max(10s)=', max(Energy) , ' ')
		print('min(10s)=', min(Energy) , ' ')
		print('std(10s)=', statistics.stdev(Energy) , '\n')
		#print('time elapsed', time.time()-start, ' ' )
		MEAN.append(sum(Energy) / len(Energy))  # get Energy
		MAX.append(max(Energy))  # get Energy
		MIN.append(min(Energy))  # get Energy
		STD.append(statistics.stdev(Energy))  # get Energy
	
		thefile.write("%s " % time.strftime("%H:%M:%S"))
		for item in Energy:
		  thefile.write("%s " % item)
		thefile.write("\n")
	
	#fed analyzed sleeping criteria in: mean < 0.02, max <0.02, min <0.01, std <0.01
	if ((sum(map(abs, MEAN)) / len(MEAN))<0.02): #use absolute
		if ((sum(map(abs, MAX)) / len(MAX))<0.02):
			if ((sum(map(abs, MIN)) / len(MIN))<0.01):
				if ((sum(map(abs, STD)) / len(STD))<0.01):
					print ("SLEEP!!!SLEEP!!!SLEEP!!!")
					GPIO.output(2, False) #light off
					thefile.write(" SLEEP!!!")
					thefile.write("\n")
				else: 
					print ("AWAKE")
					GPIO.output(2, True)  #light on
					thefile.write(" AWAKE!!!")
					thefile.write("\n")
			else: 
				print ("AWAKE")
				GPIO.output(2, True)  #light on
				thefile.write(" AWAKE!!!")
				thefile.write("\n")
		else: 
			print ("AWAKE")
			GPIO.output(2, True)  #light on
			thefile.write(" AWAKE!!!")
			thefile.write("\n")
	else: 
		print ("AWAKE")
		GPIO.output(2, True)  #light on
		thefile.write(" AWAKE!!!")
		thefile.write("\n")



wlbt.Stop()  # stops Walabot when finished scanning
wlbt.Disconnect()  # stops communication with Walabot