def wait_for_fixation_start(self):
print("wait_for_fixation_start", flush=True)
# function assumes a 'fixation' has started when gaze position
# remains reasonably stable for self.fixtimetresh
# get starting position
spos = self.sample()
while not self.is_valid_sample(spos):
spos = self.sample()
# get starting time
t0 = clock.get_time()
# wait for reasonably stable position
moving = True
while moving:
# get new sample
npos = self.sample()
# check if sample is valid
if self.is_valid_sample(npos):
# check if new sample is too far from starting position
if (npos[0]-spos[0])**2 + (npos[1]-spos[1])**2 > self.pxfixtresh**2: # Pythagoras
# if not, reset starting position and time
spos = copy.copy(npos)
t0 = clock.get_time()
# if new sample is close to starting sample
else:
# get timestamp
t1 = clock.get_time()
# check if fixation time threshold has been surpassed
if t1 - t0 >= self.fixtimetresh:
# return time and starting position
return t1, spos
def get_key(self, keylist='default', timeout='default', flush=False): # See _keyboard.basekeyboard.BaseKeyboard # set keylist and timeout if keylist == 'default': keylist = self.klist if timeout == 'default': timeout = self.timeout # flush if necessary if flush: pygame.event.get(pygame.KEYDOWN) # starttime starttime = clock.get_time() time = clock.get_time() # wait for input while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.KEYDOWN: time = clock.get_time() key = pygame.key.name(event.key) if keylist == None or key in keylist: return key, time # in case of timeout return None, time
def get_key(self, keylist='default', timeout='default', flush=False): # See _keyboard.basekeyboard.BaseKeyboard # set keylist and timeout if keylist == 'default': keylist = self.klist if timeout == 'default': timeout = self.timeout # flush if necessary if flush: psychopy.event.clearEvents(eventType='keyboard') # starttime starttime = clock.get_time() time = clock.get_time() # wait for input while timeout == None or time - starttime <= timeout: keys = psychopy.event.getKeys(keyList=keylist,timeStamped=False) for key in keys: if keylist == None or key in keylist: return key, clock.get_time() time = clock.get_time() return None, time
def get_key(self, keylist='default', timeout='default', flush=False): # See _keyboard.basekeyboard.BaseKeyboard # set keylist and timeout if keylist == 'default': keylist = self.klist if timeout == 'default': timeout = self.timeout # flush if necessary if flush: pygame.event.get(pygame.KEYDOWN) # starttime starttime = clock.get_time() time = clock.get_time() # wait for input while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.KEYDOWN: time = clock.get_time() key = pygame.key.name(event.key) if keylist == None or key in keylist: return key, time # in case of timeout return None, time
def wait_for_blink_start(self):
"""See pygaze._eyetracker.baseeyetracker.BaseEyeTracker"""
# # # # #
# EyeLink method
if self.eventdetection == 'native':
t, d = self.wait_for_event(pylink.STARTBLINK)
return t, d.getTime()
# # # # #
# PyGaze method
else:
blinking = False
# loop until there is a blink
while not blinking:
# get newest sample
gazepos = self.sample()
# check if it's a valid sample
if not self.is_valid_sample(gazepos):
# get timestamp for possible blink start
t0 = clock.get_time()
# loop until a blink is determined, or a valid sample occurs
while not self.is_valid_sample(self.sample()):
# check if time has surpassed 150 ms
if clock.get_time() - t0 >= 150:
# return timestamp of blink start
return t0
def wait_for_fixation_start(self):
"""Returns starting time and position when a fixation is started;
function assumes a 'fixation' has started when gaze position
remains reasonably stable (i.e. when most deviant samples are
within self.pxfixtresh) for five samples in a row (self.pxfixtresh
is created in self.calibration, based on self.fixtresh, a property
defined in self.__init__)
arguments
None
returns
time, gazepos -- time is the starting time in milliseconds (from
expstart), gazepos is a (x,y) gaze position
tuple of the position from which the fixation
was initiated
"""
# # # # #
# Native method
if self.eventdetection == 'native':
print("WARNING! 'native' event detection not implemented")
# # # # #
# PyGaze method
# function assumes a 'fixation' has started when gaze position
# remains reasonably stable for self.fixtimetresh
# get starting position
spos = self.sample()
while not self.is_valid_sample(spos):
spos = self.sample()
# get starting time
t0 = clock.get_time()
# wait for reasonably stable position
moving = True
while moving:
# get new sample
npos = self.sample()
# check if sample is valid
if self.is_valid_sample(npos):
# check if new sample is too far from starting position
if (npos[0]-spos[0])**2 + (npos[1]-spos[1])**2 > self.pxfixtresh**2: # Pythagoras
# if not, reset starting position and time
spos = copy.copy(npos)
t0 = clock.get_time()
# if new sample is close to starting sample
else:
# get timestamp
t1 = clock.get_time()
# check if fixation time threshold has been surpassed
if t1 - t0 >= self.fixtimetresh:
# return time and starting position
return t1, spos
def wait_for_blink_start(self):
"""See pygaze._eyetracker.baseeyetracker.BaseEyeTracker"""
# # # # #
# EyeLink method
if self.eventdetection == 'native':
t, d = self.wait_for_event(pylink.STARTBLINK)
return t, d.getTime()
# # # # #
# PyGaze method
else:
blinking = False
# loop until there is a blink
while not blinking:
# get newest sample
gazepos = self.sample()
# check if it's a valid sample
if not self.is_valid_sample(gazepos):
# get timestamp for possible blink start
t0 = clock.get_time()
# loop until a blink is determined, or a valid sample occurs
while not self.is_valid_sample(self.sample()):
# check if time has surpassed 150 ms
if clock.get_time() - t0 >= self.blink_threshold:
# return timestamp of blink start
return t0
def wait_for_saccade_start(self):
"""See pygaze._eyetracker.baseeyetracker.BaseEyeTracker"""
# # # # #
# EyeLink method
if self.eventdetection == 'native':
t, d = self.wait_for_event(pylink.STARTSACC)
return t, d.getStartGaze()
# # # # #
# PyGaze method
else:
# get starting position (no blinks)
newpos = self.sample()
while not self.is_valid_sample(newpos):
newpos = self.sample()
# get starting time, position, intersampledistance, and velocity
t0 = clock.get_time()
prevpos = newpos[:]
s = 0
v0 = 0
# get samples
saccadic = False
while not saccadic:
# get new sample
newpos = self.sample()
t1 = clock.get_time()
if self.is_valid_sample(newpos) and newpos != prevpos:
# check if distance is larger than precision error
sx = newpos[0] - prevpos[0]
sy = newpos[1] - prevpos[1]
# weigthed distance: (sx/tx)**2 + (sy/ty)**2 > 1 means
# movement larger than RMS noise
if (sx/self.pxdsttresh[0])**2 + (sy/self.pxdsttresh[1])**2 \
> self.weightdist:
# calculate distance
# intersampledistance = speed in pixels/ms
s = ((sx)**2 + (sy)**2)**0.5
# calculate velocity
v1 = s / (t1 - t0)
# calculate acceleration
a = (v1 - v0) / (t1 - t0
) # acceleration in pixels/ms**2
# check if either velocity or acceleration are above
# threshold values
if v1 > self.pxspdtresh or a > self.pxacctresh:
saccadic = True
spos = prevpos[:]
stime = clock.get_time()
# update previous values
t0 = copy.copy(t1)
v0 = copy.copy(v1)
# udate previous sample
prevpos = newpos[:]
return stime, spos
def wait_for_saccade_start(self):
"""See pygaze._eyetracker.baseeyetracker.BaseEyeTracker"""
# # # # #
# EyeLink method
if self.eventdetection == 'native':
t, d = self.wait_for_event(pylink.STARTSACC)
return t, d.getStartGaze()
# # # # #
# PyGaze method
else:
# get starting position (no blinks)
newpos = self.sample()
while not self.is_valid_sample(newpos):
newpos = self.sample()
# get starting time, position, intersampledistance, and velocity
t0 = clock.get_time()
prevpos = newpos[:]
s = 0
v0 = 0
# get samples
saccadic = False
while not saccadic:
# get new sample
newpos = self.sample()
t1 = clock.get_time()
if self.is_valid_sample(newpos) and newpos != prevpos:
# check if distance is larger than precision error
sx = newpos[0] - prevpos[0]
sy = newpos[1] - prevpos[1]
# weigthed distance: (sx/tx)**2 + (sy/ty)**2 > 1 means
# movement larger than RMS noise
if (sx/self.pxdsttresh[0])**2 + (sy/self.pxdsttresh[1])**2 \
> self.weightdist:
# calculate distance
# intersampledistance = speed in pixels/ms
s = ((sx)**2 + (sy)**2)**0.5
# calculate velocity
v1 = s / (t1 - t0)
# calculate acceleration
a = (v1 - v0) / (t1 - t0
) # acceleration in pixels/ms**2
# check if either velocity or acceleration are above
# threshold values
if v1 > self.pxspdtresh or a > self.pxacctresh:
saccadic = True
spos = prevpos[:]
stime = clock.get_time()
# update previous values
t0 = copy.copy(t1)
v0 = copy.copy(v1)
# udate previous sample
prevpos = newpos[:]
return stime, spos
def wait_for_saccade_end(self): """See pygaze._eyetracker.baseeyetracker.BaseEyeTracker""" # # # # # # EyeLink method if self.eventdetection == 'native': d = self.wait_for_event(pylink.ENDSACC) return d.getTime(), d.getStartGaze(), d.getEndGaze() # # # # # # PyGaze method else: # get starting position (no blinks) t0, spos = self.wait_for_saccade_start() # get valid sample prevpos = self.sample() while not self.is_valid_sample(prevpos): prevpos = self.sample() # get starting time, intersample distance, and velocity t1 = clock.get_time() # = intersample distance = speed in px/sample s = ((prevpos[0]-spos[0])**2 + (prevpos[1]-spos[1])**2)**0.5 v0 = s / (t1-t0) # run until velocity and acceleration go below threshold saccadic = True while saccadic: # get new sample newpos = self.sample() t1 = clock.get_time() if self.is_valid_sample(newpos) and newpos != prevpos: # calculate distance # = speed in pixels/sample s = ((newpos[0]-prevpos[0])**2 + \ (newpos[1]-prevpos[1])**2)**0.5 # calculate velocity v1 = s / (t1-t0) # calculate acceleration # acceleration in pixels/sample**2 (actually is # v1-v0 / t1-t0; but t1-t0 = 1 sample) a = (v1-v0) / (t1-t0) # check if velocity and acceleration are below threshold if v1 < self.pxspdtresh and (a > -1*self.pxacctresh and \ a < 0): saccadic = False epos = newpos[:] etime = clock.get_time() # update previous values t0 = copy.copy(t1) v0 = copy.copy(v1) # udate previous sample prevpos = newpos[:] return etime, spos, epos
def wait_for_saccade_end(self): """See pygaze._eyetracker.baseeyetracker.BaseEyeTracker""" # # # # # # EyeLink method if self.eventdetection == 'native': d = self.wait_for_event(pylink.ENDSACC) return d.getTime(), d.getStartGaze(), d.getEndGaze() # # # # # # PyGaze method else: # get starting position (no blinks) t0, spos = self.wait_for_saccade_start() # get valid sample prevpos = self.sample() while not self.is_valid_sample(prevpos): prevpos = self.sample() # get starting time, intersample distance, and velocity t1 = clock.get_time() # = intersample distance = speed in px/sample s = ((prevpos[0]-spos[0])**2 + (prevpos[1]-spos[1])**2)**0.5 v0 = s / (t1-t0) # run until velocity and acceleration go below threshold saccadic = True while saccadic: # get new sample newpos = self.sample() t1 = clock.get_time() if self.is_valid_sample(newpos) and newpos != prevpos: # calculate distance # = speed in pixels/sample s = ((newpos[0]-prevpos[0])**2 + \ (newpos[1]-prevpos[1])**2)**0.5 # calculate velocity v1 = s / (t1-t0) # calculate acceleration # acceleration in pixels/sample**2 (actually is # v1-v0 / t1-t0; but t1-t0 = 1 sample) a = (v1-v0) / (t1-t0) # check if velocity and acceleration are below threshold if v1 < self.pxspdtresh and (a > -1*self.pxacctresh and \ a < 0): saccadic = False epos = newpos[:] etime = clock.get_time() # update previous values t0 = copy.copy(t1) v0 = copy.copy(v1) # udate previous sample prevpos = newpos[:] return etime, spos, epos
def wait_for_fixation_start(self): """See pygaze._eyetracker.baseeyetracker.BaseEyeTracker""" # # # # # # EyeLink method if self.eventdetection == 'native': d = self.wait_for_event(pylink.STARTFIX) return d.getTime(), d.getStartGaze() # # # # # # PyGaze method else: # function assumes a 'fixation' has started when gaze position # remains reasonably stable for self.fixtimetresh # get starting position spos = self.sample() while not self.is_valid_sample(spos): spos = self.sample() # get starting time t0 = clock.get_time() # wait for reasonably stable position moving = True while moving: # get new sample npos = self.sample() # check if sample is valid if self.is_valid_sample(npos): # check if new sample is too far from starting position if (npos[0]-spos[0])**2 + (npos[1]-spos[1])**2 > \ self.pxfixtresh**2: # Pythagoras # if not, reset starting position and time spos = copy.copy(npos) t0 = clock.get_time() # if new sample is close to starting sample else: # get timestamp t1 = clock.get_time() # check if fixation time threshold has been surpassed if t1 - t0 >= self.fixtimetresh: # return time and starting position return t1, spos
def wait_for_fixation_start(self): """See pygaze._eyetracker.baseeyetracker.BaseEyeTracker""" # # # # # # EyeLink method if self.eventdetection == 'native': d = self.wait_for_event(pylink.STARTFIX) return d.getTime(), d.getStartGaze() # # # # # # PyGaze method else: # function assumes a 'fixation' has started when gaze position # remains reasonably stable for self.fixtimetresh # get starting position spos = self.sample() while not self.is_valid_sample(spos): spos = self.sample() # get starting time t0 = clock.get_time() # wait for reasonably stable position moving = True while moving: # get new sample npos = self.sample() # check if sample is valid if self.is_valid_sample(npos): # check if new sample is too far from starting position if (npos[0]-spos[0])**2 + (npos[1]-spos[1])**2 > \ self.pxfixtresh**2: # Pythagoras # if not, reset starting position and time spos = copy.copy(npos) t0 = clock.get_time() # if new sample is close to starting sample else: # get timestamp t1 = clock.get_time() # check if fixation time threshold has been surpassed if t1 - t0 >= self.fixtimetresh: # return time and starting position return t1, spos
def wait_for_blink_start(self):
"""Waits for a blink start and returns the blink starting time
arguments
None
returns
timestamp -- blink starting time in milliseconds, as
measured from experiment begin time
"""
# # # # #
# Tobii method
if self.eventdetection == 'native':
# print warning, since Tobii does not have a blink detection
# built into their API
print("WARNING! 'native' event detection has been selected, \
but Tobii does not offer blink detection; PyGaze algorithm \
will be used")
# # # # #
# PyGaze method
# start recording if recording has not yet started
if not self.recording:
self.start_recording()
stoprec = True
else:
stoprec = False
blinking = False
# loop until there is a blink
while not blinking:
# get newest sample
gazepos = self.sample()
# check if it's a valid sample
if self.is_valid_sample(gazepos):
# get timestamp for possible blink start
t0 = clock.get_time()
# loop until a blink is determined, or a valid sample occurs
while not self.is_valid_sample(self.sample()):
# check if time has surpassed BLINKTHRESH
if clock.get_time() - t0 >= self.blinkthresh:
if stoprec:
self.stop_recording()
# return timestamp of blink start
return t0
def wait_for_fixation_start(self): """Returns starting time and position when a simulated fixation is started""" # function assumes a 'fixation' has started when 'gaze' position remains reasonably # stable for five samples in a row (same as saccade end) maxerr = 3 # pixels # wait for reasonably stable position xl = [] # list for last five samples (x coordinate) yl = [] # list for last five samples (y coordinate) moving = True while moving: npos = self.sample() xl.append(npos[0]) # add newest sample yl.append(npos[1]) # add newest sample if len(xl) == 5: # check if deviation is small enough if max(xl)-min(xl) < maxerr and max(yl)-min(yl) < maxerr: moving = False # remove oldest sample xl.pop(0); yl.pop(0) # wait for a bit, to avoid immediately returning (runs go faster than mouse moves) clock.pause(10) return clock.get_time(), (xl[len(xl)-1],yl[len(yl)-1])
def wait_for_saccade_end(self): """Returns ending time, starting and end position when a simulated saccade is ended""" # function assumes that a 'saccade' has ended when 'gaze' position remains reasonably # (i.e.: within maxerr) stable for five samples # for saccade start algorithm, see wait_for_fixation_start stime, spos = self.wait_for_saccade_start() maxerr = 3 # pixels # wait for reasonably stable position xl = [] # list for last five samples (x coordinate) yl = [] # list for last five samples (y coordinate) moving = True while moving: # check positions npos = self.sample() xl.append(npos[0]) # add newest sample yl.append(npos[1]) # add newest sample if len(xl) == 5: # check if deviation is small enough if max(xl)-min(xl) < maxerr and max(yl)-min(yl) < maxerr: moving = False # remove oldest sample xl.pop(0); yl.pop(0) # wait for a bit, to avoid immediately returning (runs go faster than mouse moves) clock.pause(10) return clock.get_time(), spos, (xl[len(xl)-1],yl[len(yl)-1])
def show_part(self, rect, screen=None):
# See _display.basedisplay.BaseDisplay for documentation
if len(rect) > 1:
for r in rect:
pygaze.expdisplay.set_clip(r)
if screen:
pygaze.expdisplay.blit(screen.screen, (0, 0))
pygame.display.update(r)
pygaze.expdisplay.set_clip(None)
elif len(rect) == 1:
pygaze.expdisplay.clip(rect)
if screen:
pygaze.expdisplay.blit(screen.screen, (0, 0))
pygame.display.update(rect)
pygaze.expdisplay.set_clip(None)
else:
raise Exception(
"Error in libscreen.Display.show_part: rect should be a single rect (i.e. a (x,y,w,h) tuple) or a list of rects!"
)
return clock.get_time()
def wait_for_blink_end(self):
"""See pygaze._eyetracker.baseeyetracker.BaseEyeTracker"""
# # # # #
# EyeLink method
if self.eventdetection == 'native':
t, d = self.wait_for_event(pylink.ENDBLINK)
return t
# # # # #
# PyGaze method
else:
blinking = True
# loop while there is a blink
while blinking:
# get newest sample
gazepos = self.sample()
# check if it's valid
if self.is_valid_sample(gazepos):
# if it is a valid sample, blinking has stopped
blinking = False
# return timestamp of blink end
return clock.get_time()
def wait_for_fixation_start(self):
"""Returns starting time and position when a simulated fixation is started"""
# function assumes a 'fixation' has started when 'gaze' position remains reasonably
# stable for five samples in a row (same as saccade end)
maxerr = 3 # pixels
# wait for reasonably stable position
xl = [] # list for last five samples (x coordinate)
yl = [] # list for last five samples (y coordinate)
moving = True
while moving:
npos = self.sample()
xl.append(npos[0]) # add newest sample
yl.append(npos[1]) # add newest sample
if len(xl) == 5:
# check if deviation is small enough
if max(xl) - min(xl) < maxerr and max(yl) - min(yl) < maxerr:
moving = False
# remove oldest sample
xl.pop(0)
yl.pop(0)
# wait for a bit, to avoid immediately returning (runs go faster than mouse moves)
clock.pause(10)
return clock.get_time(), (xl[len(xl) - 1], yl[len(yl) - 1])
def wait_for_saccade_end(self):
"""Returns ending time, starting and end position when a simulated saccade is ended"""
# function assumes that a 'saccade' has ended when 'gaze' position remains reasonably
# (i.e.: within maxerr) stable for five samples
# for saccade start algorithm, see wait_for_fixation_start
stime, spos = self.wait_for_saccade_start()
maxerr = 3 # pixels
# wait for reasonably stable position
xl = [] # list for last five samples (x coordinate)
yl = [] # list for last five samples (y coordinate)
moving = True
while moving:
# check positions
npos = self.sample()
xl.append(npos[0]) # add newest sample
yl.append(npos[1]) # add newest sample
if len(xl) == 5:
# check if deviation is small enough
if max(xl) - min(xl) < maxerr and max(yl) - min(yl) < maxerr:
moving = False
# remove oldest sample
xl.pop(0)
yl.pop(0)
# wait for a bit, to avoid immediately returning (runs go faster than mouse moves)
clock.pause(10)
return clock.get_time(), spos, (xl[len(xl) - 1], yl[len(yl) - 1])
def wait_for_fixation_end(self):
"""See pygaze._eyetracker.baseeyetracker.BaseEyeTracker"""
# # # # #
# EyeLink method
if self.eventdetection == 'native':
t, d = self.wait_for_event(pylink.ENDFIX)
return t, d.getTime(), d.getStartGaze()
# # # # #
# PyGaze method
else:
# function assumes that a 'fixation' has ended when a deviation of
# more than fixtresh from the initial 'fixation' position has been
# detected
# get starting time and position
stime, spos = self.wait_for_fixation_start()
# loop until fixation has ended
while True:
# get new sample
npos = self.sample() # get newest sample
# check if sample is valid
if self.is_valid_sample(npos):
# check if sample deviates to much from starting position
if (npos[0]-spos[0])**2 + (npos[1]-spos[1])**2 > \
self.pxfixtresh**2: # Pythagoras
# break loop if deviation is too high
break
return clock.get_time(), spos
def show_part(self, rect, screen=None):
# See _display.basedisplay.BaseDisplay for documentation
if len(rect) > 1:
for r in rect:
pygaze.expdisplay.set_clip(r)
if screen:
pygaze.expdisplay.blit(screen.screen, (0, 0))
pygame.display.update(r)
pygaze.expdisplay.set_clip(None)
elif len(rect) == 1:
pygaze.expdisplay.clip(rect)
if screen:
pygaze.expdisplay.blit(screen.screen, (0, 0))
pygame.display.update(rect)
pygaze.expdisplay.set_clip(None)
else:
raise Exception(
"Error in libscreen.Display.show_part: rect should be a single rect (i.e. a (x,y,w,h) tuple) or a list of rects!"
)
return clock.get_time()
def wait_for_blink_end(self):
"""See pygaze._eyetracker.baseeyetracker.BaseEyeTracker"""
# # # # #
# EyeLink method
if self.eventdetection == 'native':
t, d = self.wait_for_event(pylink.ENDBLINK)
return t
# # # # #
# PyGaze method
else:
blinking = True
# loop while there is a blink
while blinking:
# get newest sample
gazepos = self.sample()
# check if it's valid
if self.is_valid_sample(gazepos):
# if it is a valid sample, blinking has stopped
blinking = False
# return timestamp of blink end
return clock.get_time()
def wait_for_blink_end(self):
"""Waits for a blink end and returns the blink ending time
arguments
None
returns
timestamp -- blink ending time in milliseconds, as
measured from experiment begin time
"""
# # # # #
# Native method
if self.eventdetection == 'native':
print("WARNING! 'native' event detection not implemented")
# # # # #
# PyGaze method
blinking = True
# loop while there is a blink
while blinking:
# get newest sample
gazepos = self.sample()
# check if it's valid
if self.is_valid_sample(gazepos):
# if it is a valid sample, blinking has stopped
blinking = False
# return timestamp of blink end
return clock.get_time()
def wait_for_fixation_end(self):
"""See pygaze._eyetracker.baseeyetracker.BaseEyeTracker"""
# # # # #
# EyeLink method
if self.eventdetection == 'native':
t, d = self.wait_for_event(pylink.ENDFIX)
return t, d.getTime(), d.getStartGaze()
# # # # #
# PyGaze method
else:
# function assumes that a 'fixation' has ended when a deviation of
# more than fixtresh from the initial 'fixation' position has been
# detected
# get starting time and position
stime, spos = self.wait_for_fixation_start()
# loop until fixation has ended
while True:
# get new sample
npos = self.sample() # get newest sample
# check if sample is valid
if self.is_valid_sample(npos):
# check if sample deviates to much from starting position
if (npos[0]-spos[0])**2 + (npos[1]-spos[1])**2 > \
self.pxfixtresh**2: # Pythagoras
# break loop if deviation is too high
break
return clock.get_time(), spos
def wait_for_fixation_end(self): """Returns time and gaze position when a simulated fixation is ended""" stime, spos = self.wait_for_fixation_start() return clock.get_time(), spos
def wait_for_fixation_end(self): """Returns time and gaze position when a simulated fixation is ended""" stime, spos = self.wait_for_fixation_start() return clock.get_time(), spos
def start_recording(self):
self.gaze_data = []
self.eyetracker.subscribe_to(tr.EYETRACKER_GAZE_DATA,
self._on_gaze_data,
as_dictionary=True)
time.sleep(1)
self.recording = True
self.t0 = clock.get_time()
def wait_for_blink_start(self):
blinking = False
# loop until there is a blink
while not blinking:
# get newest sample
gazepos = self.sample()
# check if it's a valid sample
if not self.is_valid_sample(gazepos):
# get timestamp for possible blink start
t0 = clock.get_time()
# loop until a blink is determined, or a valid sample occurs
while not self.is_valid_sample(self.sample()):
# check if time has surpassed BLINKTHRESH
if clock.get_time()-t0 >= self.blinkthresh:
# return timestamp of blink start
return t0
def get_joybutton(self, joybuttonlist='default', timeout='default'): """Waits for joystick buttonpress arguments None keyword arguments joybuttonlist -- list of buttons that are allowed (e.g. [0,2,4]), None to allow all buttons or 'default' to use jbuttonlist property (default = 'default') timeout -- time in milliseconds after which None is returned when no buttonpress is registered; None for no timeout or 'default' to use the timeout property (default = 'default') returns button, presstime -- button is an integer, indicating which button has been pressed or None when no button has been pressed presstime is the time (measured from expbegintime) a buttonpress or a timeout occured """ # set joybuttonlist and timeout if joybuttonlist == 'default': joybuttonlist = self.jbuttonlist if timeout == 'default': timeout = self.timeout # register start time starttime = clock.get_time() time = starttime # wait for button press while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.JOYBUTTONDOWN: time = clock.get_time() if joybuttonlist == None or event.button in joybuttonlist: pressed = event.button return pressed, time # in case of timeout return None, time
def get_joybutton(self, joybuttonlist='default', timeout='default'): """Waits for joystick buttonpress arguments None keyword arguments joybuttonlist -- list of buttons that are allowed (e.g. [0,2,4]), None to allow all buttons or 'default' to use jbuttonlist property (default = 'default') timeout -- time in milliseconds after which None is returned when no buttonpress is registered; None for no timeout or 'default' to use the timeout property (default = 'default') returns button, presstime -- button is an integer, indicating which button has been pressed or None when no button has been pressed presstime is the time (measured from expbegintime) a buttonpress or a timeout occured """ # set joybuttonlist and timeout if joybuttonlist == 'default': joybuttonlist = self.jbuttonlist if timeout == 'default': timeout = self.timeout # register start time starttime = clock.get_time() time = starttime # wait for button press while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.JOYBUTTONDOWN: time = clock.get_time() if joybuttonlist == None or event.button in joybuttonlist: pressed = event.button return pressed, time # in case of timeout return None, time
def show_part(self, rect, screen=None):
# See _display.basedisplay.BaseDisplay for documentation
self.fill(screen)
self.show()
print("WARNING! screen.Display.show_part not available for PsychoPy display type; fill() and show() are used instead")
return clock.get_time()
def show_part(self, rect, screen=None):
# See _display.basedisplay.BaseDisplay for documentation
self.fill(screen)
self.show()
print("WARNING! screen.Display.show_part not available for PsychoPy display type; fill() and show() are used instead")
return clock.get_time()
def stop_recording(self):
"""Dummy for stopping recording, prints what would have been the recording end"""
self.simulator.set_visible(visible=False)
dumrectime = clock.get_time()
self.recording = False
print("Recording would have stopped at: " + str(dumrectime))
def close(self):
"""Dummy for closing connection with eyetracker, prints what would have been connection closing time"""
if self.recording:
self.stop_recording()
closetime = clock.get_time()
print("eyetracker connection would have closed at: " + str(closetime))
def wait_for_fixation_end(self):
"""Returns time and gaze position when a fixation has ended;
function assumes that a 'fixation' has ended when a deviation of
more than self.pxfixtresh from the initial fixation position has
been detected (self.pxfixtresh is created in self.calibration,
based on self.fixtresh, a property defined in self.__init__)
arguments
None
returns
time, gazepos -- time is the starting time in milliseconds (from
expstart), gazepos is a (x,y) gaze position
tuple of the position from which the fixation
was initiated
"""
# # # # #
# Tobii method
if self.eventdetection == 'native':
# print warning, since Tobii does not have a fixation detection
# built into their API
print("WARNING! 'native' event detection has been selected, \
but Tobii does not offer fixation detection; PyGaze algorithm \
will be used")
# # # # #
# PyGaze method
# function assumes that a 'fixation' has ended when a deviation of more than fixtresh
# from the initial 'fixation' position has been detected
# get starting time and position
stime, spos = self.wait_for_fixation_start()
# start recording if recording has not yet started
if not self.recording:
self.start_recording()
stoprec = True
else:
stoprec = False
# loop until fixation has ended
while True:
# get new sample
npos = self.sample() # get newest sample
# check if sample is valid
if self.is_valid_sample(npos):
# check if sample deviates to much from starting position
if (npos[0] - spos[0])**2 + (npos[1] - spos[1])**2 > self.pxfixtresh**2:
# break loop if deviation is too high
break
if stoprec:
self.stop_recording()
return clock.get_time(), spos
def start_recording(self):
"""Dummy for starting recording, prints what would have been the recording start"""
self.simulator.set_visible(visible=True)
dumrectime = clock.get_time()
self.recording = True
print("Recording would have started at: " + str(dumrectime))
def close(self):
"""Dummy for closing connection with eyetracker, prints what would have been connection closing time"""
if self.recording:
self.stop_recording()
closetime = clock.get_time()
print("eyetracker connection would have closed at: " + str(closetime))
def wait_for_blink_start(self):
"""Returns starting time and position of a simulated blink (mousebuttondown)"""
# blinks are simulated with mouseclicks: a right mouseclick simulates the closing
# of the eyes, a mousebuttonup the opening.
while not self.blinking:
pos = self.sample()
return clock.get_time(), pos
def wait_for_blink_start(self):
"""Waits for a blink start and returns the blink starting time
arguments
None
returns
timestamp -- blink starting time in milliseconds, as
measured from experiment begin time
"""
# # # # #
# SMI method
if self.eventdetection == 'native':
# print warning, since SMI does not have a blink detection
# built into their API
print("WARNING! 'native' event detection has been selected, \
but SMI does not offer blink detection; PyGaze algorithm \
will be used")
# # # # #
# PyGaze method
blinking = False
# loop until there is a blink
while not blinking:
# get newest sample
gazepos = self.sample()
# check if it's a valid sample
if not self.is_valid_sample(gazepos):
# get timestamp for possible blink start
t0 = clock.get_time()
# loop until a blink is determined, or a valid sample occurs
while not self.is_valid_sample(self.sample()):
# check if time has surpassed 150 ms
if clock.get_time()-t0 >= 150:
# return timestamp of blink start
return t0
def stop_recording(self):
"""Dummy for stopping recording, prints what would have been the recording end"""
self.simulator.set_visible(visible=False)
dumrectime = clock.get_time()
self.recording = False
print("Recording would have stopped at: " + str(dumrectime))
def wait_for_blink_start(self):
"""Waits for a blink start and returns the blink starting time
arguments
None
returns
timestamp -- blink starting time in milliseconds, as
measured from experiment begin time
"""
# # # # #
# EyeTribe method
if self.eventdetection == 'native':
# print warning, since EyeTribe does not have a blink detection
# built into their API
print("WARNING! 'native' event detection has been selected, \
but EyeTribe does not offer blink detection; PyGaze algorithm \
will be used")
# # # # #
# PyGaze method
blinking = False
# loop until there is a blink
while not blinking:
# get newest sample
gazepos = self.sample()
# check if it's a valid sample
if not self.is_valid_sample(gazepos):
# get timestamp for possible blink start
t0 = clock.get_time()
# loop until a blink is determined, or a valid sample occurs
while not self.is_valid_sample(self.sample()):
# check if time has surpassed 150 ms
if clock.get_time()-t0 >= 150:
# return timestamp of blink start
return t0
def start_recording(self):
"""Dummy for starting recording, prints what would have been the recording start"""
self.simulator.set_visible(visible=True)
dumrectime = clock.get_time()
self.recording = True
print("Recording would have started at: " + str(dumrectime))
def wait_for_saccade_end(self):
"""Returns ending time, starting and end position when a simulated saccade is ended"""
# function assumes that a 'saccade' has ended when 'gaze' position remains reasonably
# (i.e.: within maxerr) stable for five samples
# for saccade start algorithm, see wait_for_fixation_start
stime, spos = self.wait_for_saccade_start()
return clock.get_time(), spos, (190, 190)
def wait_for_blink_start(self): """Returns starting time and position of a simulated blink (mousebuttondown)""" # blinks are simulated with mouseclicks: a right mouseclick simulates the closing # of the eyes, a mousebuttonup the opening. while not self.blinking: pos = self.sample() return clock.get_time(), pos
def wait_for_saccade_end(self): """Returns ending time, starting and end position when a simulated saccade is ended""" # function assumes that a 'saccade' has ended when 'gaze' position remains reasonably # (i.e.: within maxerr) stable for five samples # for saccade start algorithm, see wait_for_fixation_start stime, spos = self.wait_for_saccade_start() return clock.get_time(), spos, (190,190)
def wait_for_saccade_start(self):
# get starting position (no blinks)
newpos = self.sample()
while not self.is_valid_sample(newpos):
newpos = self.sample()
# get starting time, position, intersampledistance, and velocity
t0 = clock.get_time()
prevpos = newpos[:]
s = 0
v0 = 0
# get samples
saccadic = False
while not saccadic:
# get new sample
newpos = self.sample()
t1 = clock.get_time()
if self.is_valid_sample(newpos) and newpos != prevpos:
# check if distance is larger than precision error
sx = newpos[0]-prevpos[0]; sy = newpos[1]-prevpos[1]
if (sx/self.pxdsttresh[0])**2 + (sy/self.pxdsttresh[1])**2 > self.weightdist: # weigthed distance = (sx/tx)**2 + (sy/ty)**2 > 1 means movement larger than RMS noise
# calculate distance
s = ((sx)**2 + (sy)**2)**0.5 # intersampledistance = speed in pixels/ms
# calculate velocity
v1 = s / (t1-t0)
# calculate acceleration
a = (v1-v0) / (t1-t0) # acceleration in pixels/ms**2
# check if either velocity or acceleration are above threshold values
if v1 > self.pxspdtresh or a > self.pxacctresh:
saccadic = True
spos = prevpos[:]
stime = clock.get_time()
# update previous values
t0 = copy.copy(t1)
v0 = copy.copy(v1)
# udate previous sample
prevpos = newpos[:]
return stime, spos
def get_joyhats(self, timeout='default'): """Waits for joystick hat movement arguments None keyword arguments timeout -- time in milliseconds after which None is returned when no buttonpress is registered; None for no timeout or 'default' to use the timeout property (default = 'default') returns hatpos, time -- hatpos is a [hat1,hat2,...,hatN] position list for the positions of the joystick hats; each hat position is a (x,y) tuple time is the time (measured from expbegintime) a hatmovement or a timeout occured """ # set timeout if timeout == 'default': timeout = self.timeout # start time and pos hatpos = [] starttime = clock.get_time() time = starttime # wait for axis movement while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.JOYHATMOTION: time = clock.get_time() for hat in range(self.js.get_numhats()): hatpos.append(self.js.get_hat(hat)) return hatpos, time # in case of timeout return None, time
def get_joyhats(self, timeout='default'): """Waits for joystick hat movement arguments None keyword arguments timeout -- time in milliseconds after which None is returned when no buttonpress is registered; None for no timeout or 'default' to use the timeout property (default = 'default') returns hatpos, time -- hatpos is a [hat1,hat2,...,hatN] position list for the positions of the joystick hats; each hat position is a (x,y) tuple time is the time (measured from expbegintime) a hatmovement or a timeout occured """ # set timeout if timeout == 'default': timeout = self.timeout # start time and pos hatpos = [] starttime = clock.get_time() time = starttime # wait for axis movement while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.JOYHATMOTION: time = clock.get_time() for hat in range(self.js.get_numhats()): hatpos.append(self.js.get_hat(hat)) return hatpos, time # in case of timeout return None, time
def _get_eyelink_clock_async(self):
"""
Retrieve time differenece between tracker timestamps and
current clock time upheld in the pygaze environment.
Note that this is not guaranteed to be a static time difference, the
clocks might run at different speeds. Therefore you should consider
running this function every time you utilize on this time difference.
Returns:
The tracker time minus the clock time
"""
return pylink.getEYELINK().trackerTime() - clock.get_time()
def get_joyaxes(self, timeout='default'): """Waits for joystick axis movement arguments None keyword arguments timeout -- time in milliseconds after which None is returned when no buttonpress is registered; None for no timeout or 'default' to use the timeout property (default = 'default') returns axespos, time -- axespos is a [x,y,z] position list for the positions of the joystick axes (usually [x,y,z] for the main stick); x, y and z are floats time is the time (measured from expbegintime) an axismovement or a timeout occured """ # set timeout if timeout == 'default': timeout = self.timeout # start time and pos pos = [] starttime = clock.get_time() time = starttime # wait for axis movement while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.JOYAXISMOTION: time = clock.get_time() for axis in range(self.js.get_numaxes()): pos.append(self.js.get_axis(axis)) return pos, time # in case of timeout return None, time
def _get_eyelink_clock_async(self):
"""
Retrieve time differenece between tracker timestamps and
current clock time upheld in the pygaze environment.
Note that this is not guaranteed to be a static time difference, the
clocks might run at different speeds. Therefore you should consider
running this function every time you utilize on this time difference.
Returns:
The tracker time minus the clock time
"""
return pylink.getEYELINK().trackerTime() - clock.get_time()
def get_joyballs(self, timeout='default'): """Waits for joystick trackball movement arguments None keyword arguments timeout -- time in milliseconds after which None is returned when no buttonpress is registered; None for no timeout or 'default' to use the timeout property (default = 'default') returns ballpos, time -- ballpos is a [ball1,ball2,...,ballN] position list for the positions of the joystick balls; each ball position is a (x,y) tuple time is the time (measured from expbegintime) a ballmovement or a timeout occured """ # set timeout if timeout == 'default': timeout = self.timeout # start time and pos ballpos = [] starttime = clock.get_time() time = starttime # wait for axis movement while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.JOYBALLMOTION: time = clock.get_time() for ball in range(self.js.get_numballs()): ballpos.append(self.js.get_ball(ball)) return ballpos, time # in case of timeout return None, time
def wait_for_fixation_end(self):
"""Returns time and gaze position when a fixation has ended;
function assumes that a 'fixation' has ended when a deviation of
more than self.pxfixtresh from the initial fixation position has
been detected (self.pxfixtresh is created in self.calibration,
based on self.fixtresh, a property defined in self.__init__)
arguments
None
returns
time, gazepos -- time is the starting time in milliseconds (from
expstart), gazepos is a (x,y) gaze position
tuple of the position from which the fixation
was initiated
"""
# # # # #
# EyeTribe method
if self.eventdetection == 'native':
# print warning, since EyeTribe does not have a blink detection
# built into their API
print("WARNING! 'native' event detection has been selected, \
but EyeTribe does not offer fixation detection; \
PyGaze algorithm will be used")
# # # # #
# PyGaze method
# function assumes that a 'fixation' has ended when a deviation of more than fixtresh
# from the initial 'fixation' position has been detected
# get starting time and position
stime, spos = self.wait_for_fixation_start()
# loop until fixation has ended
while True:
# get new sample
npos = self.sample() # get newest sample
# check if sample is valid
if self.is_valid_sample(npos):
# check if sample deviates to much from starting position
if (npos[0]-spos[0])**2 + (npos[1]-spos[1])**2 > self.pxfixtresh**2: # Pythagoras
# break loop if deviation is too high
break
return clock.get_time(), spos
def get_clicked(self, mousebuttonlist='default', timeout='default'): # See _mouse.basemouse.BaseMouse # set buttonlist and timeout if mousebuttonlist == 'default': mousebuttonlist = self.mbuttonlist if timeout == 'default': timeout = self.timeout # starttime starttime = clock.get_time() time = clock.get_time() # wait for mouse clicks while timeout == None or time - starttime <= timeout: time = clock.get_time() pressed = self.mouse.getPressed() if sum(pressed) > 0: for b in range(0,len(pressed)): if pressed[b] == 1: if mousebuttonlist == None or b+1 in mousebuttonlist: return b+1, self.get_pos(), time # in case of timeout return None, None, time
def wait_for_blink_end(self): """Returns ending time and position of a simulated blink (mousebuttonup)""" # blinks are simulated with mouseclicks: a right mouseclick simulates the closing # of the eyes, a mousebuttonup the opening. # wait for blink start while not self.blinking: spos = self.sample() # wait for blink end while self.blinking: epos = self.sample() return clock.get_time(), epos
def get_clicked(self, mousebuttonlist='default', timeout='default'): # See _mouse.basemouse.BaseMouse # set buttonlist and timeout if mousebuttonlist == 'default': mousebuttonlist = self.mbuttonlist if timeout == 'default': timeout = self.timeout # starttime starttime = clock.get_time() time = clock.get_time() # wait for mouse clicks while timeout == None or time - starttime <= timeout: time = clock.get_time() for event in pygame.event.get(): if event.type == pygame.MOUSEBUTTONDOWN: time = clock.get_time() clickpos = self.get_pos() if mousebuttonlist == None or event.button in mousebuttonlist: pressed = event.button return pressed, clickpos, time # in case of timeout return None, None, time
def wait_for_saccade_start(self): """Returns starting time and starting position when a simulated saccade is started""" # function assumes that a 'saccade' has been started when a deviation of more than # maxerr from the initial 'gaze' position has been detected (using Pythagoras, ofcourse) spos = self.sample() # starting position maxerr = 3 # pixels while True: npos = self.sample() # get newest sample if ((spos[0]-npos[0])**2 + (spos[1]-npos[1])**2)**0.5 > maxerr: # Pythagoras break return clock.get_time(), spos
def wait_for_fixation_end(self): """Returns time and gaze position when a simulated fixation is ended""" # function assumes that a 'fixation' has ended when a deviation of more than maxerr # from the initial 'fixation' position has been detected (using Pythagoras, ofcourse) stime, spos = self.wait_for_fixation_start() maxerr = 3 # pixels while True: npos = self.sample() # get newest sample if ((spos[0]-npos[0])**2 + (spos[1]-npos[1])**2)**0.5 > maxerr: # Pythagoras break return clock.get_time(), spos