# -*- coding: utf-8 -*-
"""Determine screen gamma using motion-nulling method 
of Ledgeway and Smith, 1994, Vision Research, 34, 2727–2740

Instructions: on each trial press the up/down cursor keys depending on 
the apparent direction of motion of the bars."""

from psychopy import visual, core, event, misc, gui, data
from psychopy import filters
import numpy as num
import time

try:
    #try to load previous info
    info = misc.fromFile('info_gamma.pickle')
except:
    #if no file use some defaults
    info={}
    info['lumModNoise']=0.5
    info['lumModLum']=0.1
    info['contrastModNoise']=1.0
    info['observer']=''
    info['startGamma']=[3.0, 0.8]
    info['nTrials']=50
dlg = gui.DlgFromDict(info)
#save to a file for future use (ie storing as defaults)
if dlg.OK: 
    misc.toFile('info_gamma.pickle',info)
else:
    core.quit() #user cancelled. quit
   
info['timeStr']=time.strftime("%b_%d_%H%M", time.localtime())
nFrames=3
cyclesTime=2
cyclesSpace=2
pixels=128

myWin = visual.Window((1024,768), units='pix', allowGUI=True, bitsMode=None)
visual.TextStim(myWin, text='building stimuli').draw()

myWin.update()

globalClock = core.Clock()

#for luminance modulated noise
noiseMatrix = num.random.randint(0,2,[pixels,pixels])#*noiseContrast
noiseMatrix = noiseMatrix*2.0-1 #into range -1:1
  
stimFrames=[]; lumGratings=[]
#create the 4 frames of the sequence (luminance and contrast modulated noise in quadrature)
lumGratings.append(filters.makeGrating(pixels, 0, cyclesSpace, phase=0))
stimFrames.append(visual.PatchStim(myWin, texRes=pixels, mask='circle',
        size=pixels*2, sf=1.0/pixels, ori=90,
        tex= (noiseMatrix*info['lumModNoise'] + lumGratings[0]*info['lumModLum'])
        ))
lumGratings.append(filters.makeGrating(pixels, 0, cyclesSpace, phase=90)/2.0 + 0.5)
stimFrames.append(visual.PatchStim(myWin, texRes=pixels, mask='circle',
        size=pixels*2, sf=1.0/pixels, ori=90,
        tex= (noiseMatrix*info['contrastModNoise']*lumGratings[1])
        ))
lumGratings.append(filters.makeGrating(pixels, 0, cyclesSpace, phase=180))
stimFrames.append(visual.PatchStim(myWin, texRes=pixels, mask='circle',
        size=pixels*2, sf=1.0/pixels, ori=90,
        tex= (noiseMatrix*info['lumModNoise'] + lumGratings[2]*info['lumModLum'])
        ))
lumGratings.append(filters.makeGrating(pixels, 0, cyclesSpace, phase=270)/2.0 + 0.5)
stimFrames.append(visual.PatchStim(myWin, texRes=pixels, mask='circle',
        size=pixels*2, sf=1.0/pixels, ori=90,
        tex= (noiseMatrix*info['contrastModNoise']*lumGratings[3])
        ))


stairCases=[]
#two staircases - one from the top, one from below - to average
stairCases.append(data.StairHandler(startVal=info['startGamma'][0], nTrials=info['nTrials'], 
        stepSizes=[0.5,0.5,0.1,0.1,0.1,0.1,0.05,0.05],stepType='lin',
        nUp=1, nDown=1))
stairCases.append(data.StairHandler(startVal=info['startGamma'][1], nTrials=info['nTrials'], 
        stepSizes=[0.5,0.5,0.1,0.1,0.1,0.1,0.05,0.05],stepType='lin',
        nUp=1, nDown=1))
def getResponse(direction):
    """if subject said up when direction was up (+1) then increase gamma
    Otherwise, decrease gamma"""
    event.clearEvents()#clear the event buffer to start with
    resp=None#initially
    
    while 1:#forever until we return
        for key in event.getKeys():        
            #quit 
            if key in ['escape', 'q']:
                    myWin.close()
                    #myWin.bits.reset()
                    core.quit()
                    return None
            #valid response - check to see if correct
            elif key in ['down','up']:
                    if (key in ['down'] and direction==-1) or \
                        (key in ['up'] and direction==+1) :
                            return 0
                    else: 
                            return 1
            else: 
                    print "hit DOWN or UP (or Esc) (You hit %s)" %key

def presentStimulus(direction):
    """Present stimulus drifting in a given direction (for low gamma)
    where:
        direction=+1(up) or -1(down)
    """
    junk= myWin.fps()
    
    startPhase = num.random.random()        
    if direction==1:
        frameIndices = num.arange(0,4)
    else: frameIndices = num.arange(3,-1,-1)
    
    for cycles in range(cyclesTime):
        #cycle through the 4 frames
        for ii in frameIndices:
            thisStim = stimFrames[ii]
            thisStim.setPhase(startPhase)
            for n in range(nFrames):
                #present for several constant frames (TF)
                thisStim.draw()
                myWin.update()
                
    #then blank the screen
    myWin.update()

#run the staircase
for trialN in range(info['nTrials']):
    for stairCase in stairCases:
        thisGamma=stairCase.next()
        t = globalClock.getTime()
        myWin.setGamma([thisGamma,thisGamma,thisGamma])
        
        direction=num.random.randint(0,2)*2-1 # a random number -1 or 1 
        presentStimulus(direction)
        #print direction, thisGamma
        
        ans=getResponse(direction)
        stairCase.addData(ans)
    
myWin.update()
core.wait(0.5)

myWin.close()

#save data
fileName=gui.fileSaveDlg('.','%s_%s' %(info['observer'], info['timeStr']))
stairCases[1].saveAsPickle(fileName+'hi')
stairCases[1].saveAsText(fileName+'hi')
stairCases[0].saveAsPickle(fileName+'lo')
stairCases[0].saveAsText(fileName+'lo')

print 'That took %.1fmins' %(globalClock.getTime()/60.0)