class VisualSpellerVE(MainloopFeedback):
"""
Visual Speller with six circles like the classical HexOSpell.
"""
# Triggers: look in Marker
END_LEVEL1, END_LEVEL2 = 244, 245 # end of hex levels
COPYSPELLING_FINISHED = 246
STIMULUS = [[11, 12, 13, 14, 15, 16], [21, 22, 23, 24, 25, 26]]
RESPONSE = [[51, 52, 53, 54, 55, 56], [61, 62, 63, 64, 65, 66]]
TARGET_ADD = 20
ERROR_ADD = 100
COUNTDOWN_STIMULI = 239
ERROR_POTENTIAL = 96 # send if error potential is classified
def init(self):
"""
initialize parameters
"""
self.log_filename = "VisualSpellerVE.log"
self.geometry = [0, 0, 1280, 800] ## size
self.letterbox_size = (60, 60)
self.osc_size = 40
self.font_size_phrase = 60 # the spelled phrase at the top
self.font_size_current_letter = 80 # the spelled phrase at the top
self.font_size_countdown = 150 # number during countdown
self.desired_phrase = ""
## colors:
self.bg_color = (0.0, 0.0, 0.0)
self.phrase_color = (0.2, 0.0, 1.0)
self.current_letter_color = (1.0, 0.0, 0.0)
self.countdown_color = (0.2, 0.0, 1.0)
self.osc_color = (1, 1, 1)
self.letter_set = [
["A", "B", "C", "D", "E"],
["F", "G", "H", "I", "J"],
["K", "L", "M", "N", "O"],
["P", "Q", "R", "S", "T"],
["U", "V", "W", "X", "Y"],
["Z", "_", ".", ",", "<"],
]
self.fullscreen = False
self.use_oscillator = True
self.offline = True
self.copy_spelling = True # in copy-spelling mode, selection of the target symbol is forced
self.debug = False
self.nCountdown = 5
self.nr_sequences = 6
self.randomize_sequence = True # set to False to present a fixed stimulus sequence
self.min_dist = 2 # Min number of intermediate flashes bef. a flash is repeated twice
self.stimulus_duration = 0.083 # 5 frames @60 Hz = 83ms flash
self.interstimulus_duration = 0.1
self.animation_time = 1
self.wait_before_classify = 1.0
self.feedback_duration = 1.0
self.feedback_ErrP_duration = 1.0
self.wait_after_start = 0.0
# Countdown options
self.do_animation = True
self.synchronized_countdown = True
if self.synchronized_countdown:
self.do_animation = False
self.countdown_level1 = True
self.countdown_level2 = True
self.countdown_shapes = {"circle": FilledCircle, "hexagon": FilledHexagon}
self.countdown_shape_select = "hexagon"
self.countdown_shape_color = (0.7, 0.7, 0.7)
self.countdown_shape_on = True
self.countdown_blinking_nr = 5 # number of pre-sequence stimuli(1 sec is approx. 5 frames at 60 Hz)
self.wait_after_early_stopping = 3 # sec
self.abort_trial = False
self.output_per_stimulus = True
self.use_ErrP_detection = False
self.serialtrigger = False
self.serialport = serialport.SerialPort(13)
self.send_parallel_bak = self.send_parallel
if self.debug:
msg = "!!! YOU'RE IN DEBUG MODE! CLASSIFICATION WILL BE RANDOM OR KEYBOARD CONTROLLED !!!"
self.logger.warning(msg)
def pre_mainloop(self):
## logging
assert len(self.log_filename) != 0 # 'log_filename' must not be empty string!
logger.setLevel(logging.ERROR)
handler = logging.FileHandler(self.log_filename, "w")
handler.setLevel(logging.INFO)
formatter = logging.Formatter("%(asctime)s: %(message)s")
handler.setFormatter(formatter)
self.logger.setLevel(logging.INFO)
self.logger.addHandler(handler)
self._nr_elements = 6
self._idx_backdoor = 5
self._init_classifier_output()
self._classified_element = -1
self._classified_letter = -1
for s in self.desired_phrase:
assert s in [l for ls in self.letter_set for l in ls] # invalid letters in desired phrase!
self._spelled_phrase = ""
self._spelled_letters = ""
self._desired_letters = self.desired_phrase
self._copyspelling_finished = False
# if self.offline:
# self.__idle() # In offline mode: set the first to-be-spelled letter
self._spellerHeight = self.geometry[3] - self.letterbox_size[1]
self._centerPos = (self.geometry[2] / 2.0, self._spellerHeight / 2.0)
self._nr_letters = 0
for i in xrange(len(self.letter_set)):
self._nr_letters += len(self.letter_set[i])
self._current_level = 1 # Index of current level
self._current_sequence = 0 # Index of current sequence
self._current_stimulus = 0 # Index of current stimlus
self._current_countdown = self.nCountdown
self.random = random.Random(clock())
self._debug_classified = None
## init states:
self._state_countdown = True
if not self.countdown_level1:
self._state_countdown = False
self._state_trial = True
else:
# self._state_countdown = not self.offline
self._state_trial = False
self._state_classify = False
self._state_feedback = False
self._state_abort = False
## init containers for VE elements:
self._ve_elements = []
## oscillator state:
if not self.use_oscillator:
self.osc_color = self.bg_color
self.osc_size = 0
## call subclass-specific pre_mainloop:
self.prepare_mainloop()
## build screen elements:
self.__init_screen()
if self.offline:
self.__idle()
if self.abort_trial:
"""
Start listener for abort_trial event eg.
"""
## delay after play (might be useful for filters...)
pygame.time.wait(int(self.wait_after_start * 1000))
self.logger.info("waiting %d seconds after play." % self.wait_after_start)
## send start trigger:
self.send_parallel(marker.RUN_START)
self.logger.info("[TRIGGER] %d" % marker.RUN_START)
## error potential classifier:
self._ErrP_classifier = None
def on_interaction_event(self, data):
self.logger.debug("interaction event")
serial = data.get("serialtrigger", None)
if serial is None:
return
if serial:
self.logger.debug("using serial port")
self.send_parallel = self.serialport.send
else:
self.logger.debug("using parallel port")
self.send_parallel = self.send_parallel_bak
def post_mainloop(self):
"""
Sends end marker to parallel port.
"""
if self.abort_trial:
"""
Stop listener for abort_trial event
"""
pass
pygame.time.wait(500)
self.send_parallel(marker.RUN_END)
self.logger.info("[TRIGGER] %d" % marker.RUN_END)
pygame.time.wait(500)
self._presentation.set(quit=True)
self._screen.close()
def __init_screen(self):
## create screen:
if not self.fullscreen:
os.environ["SDL_VIDEO_WINDOW_POS"] = "%d, %d" % (self.geometry[0], self.geometry[1])
self._screen = Screen(
size=(self.geometry[2], self.geometry[3]), fullscreen=self.fullscreen, bgcolor=self.bg_color, sync_swap=True
)
## create letter box on top:
self._ve_letterbox = Target2D(
position=(self._centerPos[0], self.geometry[3] * (1 - 0.01) - self.letterbox_size[1] / 2.0),
size=(self.letterbox_size[0], self.letterbox_size[1]),
color=self.phrase_color,
)
self._ve_innerbox = Target2D(
position=(self._centerPos[0], self.geometry[3] * (1 - 0.01) - self.letterbox_size[1] / 2.0),
size=(self.letterbox_size[0] - 6, self.letterbox_size[1] - 6),
color=self.bg_color,
)
self._current_letter_position = (
self._centerPos[0],
self.geometry[3] * (1 - 0.015) - self.letterbox_size[1] / 2.0,
)
self._ve_current_letter = Text(
position=self._current_letter_position,
text=(len(self._desired_letters[:1]) == 0 and " " or self._desired_letters[:1]),
font_size=self.font_size_current_letter,
color=self.current_letter_color,
anchor="center",
)
self._ve_desired_letters = Text(
position=(self._centerPos[0] + 5 + self.letterbox_size[0] / 2.0, self._current_letter_position[1]),
text=(len(self._desired_letters[1:]) == 0 and " " or self._desired_letters[1:]),
font_size=self.font_size_phrase,
color=self.phrase_color,
anchor="left",
)
self._ve_spelled_phrase = Text(
position=(self._centerPos[0] - 5 - self.letterbox_size[0] / 2.0, self._current_letter_position[1]),
text=(len(self._spelled_phrase) == 0 and " " or self._spelled_phrase),
font_size=self.font_size_phrase,
color=self.phrase_color,
anchor="right",
)
# if we're in free spelling mode, we hide all text fields but
# the _ve_spelled_phrase. we also need a multiline
# _ve_spelled_phrase instead of the single lined one
if self.offline == self.copy_spelling == False:
self._spelled_phrase = " "
self._ve_spelled_phrase = WrappedText(
position=(0, self._current_letter_position[1]),
text=(len(self._spelled_phrase) == 0 and " " or self._spelled_phrase),
font_size=self.font_size_phrase,
color=self.phrase_color,
size=(float(self.geometry[2]), float(self.geometry[3])),
)
for i in self._ve_letterbox, self._ve_innerbox, self._ve_current_letter, self._ve_desired_letters:
i.set(on=False)
## add word box to elementlist:
self._ve_elements.extend(
[
self._ve_letterbox,
self._ve_innerbox,
self._ve_current_letter,
self._ve_desired_letters,
self._ve_spelled_phrase,
]
)
## create countdown:
self._ve_countdown = Text(
position=self._centerPos,
text=" ",
font_size=self.font_size_countdown,
color=self.countdown_color,
anchor="center",
on=False,
)
## create countdown shapes
self._ve_countdown_shape = self.countdown_shapes[self.countdown_shape_select](
radius=90, position=self._centerPos, color=self.countdown_shape_color, on=False
)
## create oscillator circle:
self._ve_oscillator = FilledCircle(
position=(self.osc_size / 2 + 10, self.osc_size / 2 + 10),
radius=self.osc_size / 2,
color=self.osc_color,
on=False,
)
## create shapes and letters:
self.init_screen_elements()
## add remaining elements to element list:
self._ve_elements.extend([self._ve_countdown_shape, self._ve_countdown, self._ve_oscillator])
## add elements to viewport:
self._viewport = Viewport(screen=self._screen, stimuli=self._ve_elements)
self._presentation = Presentation(
viewports=[self._viewport],
handle_event_callbacks=[(pygame.KEYDOWN, self.keyboard_input), (pygame.QUIT, self.__stop)],
)
def play_tick(self):
"""
called every loop, if in play mode.
"""
self.pre_play_tick()
if self._state_countdown:
self.pre__countdown()
self.__countdown()
self.post__countdown()
elif self._state_trial:
self.pre__trial()
self.__trial()
self.post__trial()
elif self._state_classify:
self.pre__classify()
self.__classify()
self.post__classify()
elif self._state_feedback:
self.pre__feedback()
self.__feedback()
self.post__feedback()
elif self._state_abort:
self.__abort()
self.post__abort()
else:
self.pre__idle()
self.__idle()
self.post__idle()
self.post_play_tick()
def __stop(self, *args):
self.on_stop()
def __idle(self):
if self.offline and len(self._desired_letters) > 0:
# add new letter:
for e in xrange(len(self.letter_set)):
for l in xrange(len(self.letter_set[e])):
if self._desired_letters[0] == self.letter_set[e][l]:
self._classified_element = e
self._classified_letter = l
if self.countdown_level1:
self._state_countdown = True
else:
self._state_trial = True
else:
## otherwise just wait until a new letter is sent:
self._presentation.set(go_duration=(0.1, "seconds"))
self._presentation.go()
def __countdown(self):
def blink():
i = 0
while i < self.countdown_blinking_nr:
self._ve_countdown_shape.set(on=True)
self._ve_countdown.set(text="%d" % self._current_countdown, on=True)
self.send_parallel(self.COUNTDOWN_STIMULI)
self.logger.info("[TRIGGER] %d" % self.COUNTDOWN_STIMULI)
self._presentation.set(go_duration=(self.stimulus_duration, "seconds"))
self._presentation.go()
self._ve_countdown_shape.set(on=False)
self._ve_countdown.set(on=False)
self._presentation.set(go_duration=(self.interstimulus_duration, "seconds"))
self._presentation.go()
i = i + 1
if self._current_countdown == self.nCountdown:
self.send_parallel(marker.COUNTDOWN_START)
self.logger.info("[TRIGGER] %d" % marker.COUNTDOWN_START)
self.set_countdown_screen()
self._ve_countdown.set(on=True)
self._ve_countdown_shape.set(on=self.countdown_shape_on)
self._presentation.set(go_duration=(1, "seconds"))
self._ve_countdown.set(text="%d" % self._current_countdown)
self._presentation.go()
self._current_countdown = (self._current_countdown - 1) % self.nCountdown
if self.synchronized_countdown and self._current_countdown == 1:
self.set_synchronized_countdown_screen()
blink()
self._current_countdown = self.nCountdown
self.set_standard_screen()
self._state_countdown = False
self._state_trial = True
self._ve_countdown.set(on=False)
self._ve_countdown_shape.set(on=False)
self._ve_countdown.set(color=self.countdown_color)
if self._current_countdown == 0:
# Executed only if self.synchronized_countdown = False
self._current_countdown = self.nCountdown
self.set_standard_screen()
pygame.time.wait(10)
self._state_countdown = False
self._state_trial = True
self._ve_countdown_shape.set(on=False)
self._ve_countdown.set(on=False)
self._ve_countdown.set(color=self.countdown_color)
def __trial(self):
if self._current_sequence == 0 and self._current_stimulus == 0:
# level 1 animation when there is no countdown
if self._current_level == 1 and not self.countdown_level1:
if self.do_animation:
self.set_countdown_screen()
self.set_standard_screen()
# generate random sequences:
if self.randomize_sequence:
self.flash_sequence = []
for _ in range(self.nr_sequences):
random_flash_sequence(
self, set=range(self._nr_elements), min_dist=self.min_dist, seq_len=self._nr_elements
)
# or else use fixed sequence:
else:
self.flash_sequence = range(self._nr_elements)
if self.randomize_sequence:
currentStimulus = self.flash_sequence[self._current_sequence * self._nr_elements + self._current_stimulus]
else:
currentStimulus = self.flash_sequence[self._current_stimulus]
# set stimulus:
self.stimulus(currentStimulus, True)
# self._ve_oscillator.set(on=True)
if self.abort_trial and self.abort_trial_check():
# restart trial on abort_trial event:
self._state_trial = False
self._state_abort = True
return
# check if current stimulus is target and then send trigger:
target_add = 0
if len(self._desired_letters) > 0:
if self._current_level == 1:
if self._desired_letters[:1] in self.letter_set[currentStimulus]:
# current stimulus is target group:
target_add = self.TARGET_ADD
else:
if currentStimulus == self._idx_backdoor:
# current stimulus is backdoor:
if not self._desired_letters[:1] in self.letter_set[self._classified_element]:
# we are in the wrong group. backdoor is target:
target_add = self.TARGET_ADD
else:
# current stimulus is no backdoor:
if self._desired_letters[:1] == self.letter_set[self._classified_element][currentStimulus]:
# current stimulus is target symbol:
target_add = self.TARGET_ADD
self.send_parallel(self.STIMULUS[self._current_level - 1][currentStimulus] + target_add)
self.logger.info("[TRIGGER] %d" % (self.STIMULUS[self._current_level - 1][currentStimulus] + target_add))
# present stimulus:
self._presentation.set(go_duration=(self.stimulus_duration, "seconds"))
self._presentation.go()
# reset to normal:
self._ve_oscillator.set(on=False)
self.stimulus(currentStimulus, False)
# present interstimulus:
self._presentation.set(go_duration=(self.interstimulus_duration, "seconds"))
self._presentation.go()
if self.debug:
self.on_control_event({"cl_output": (self.random.random(), currentStimulus + 1)})
## TODO: check here for classification !!!!
if self.output_per_stimulus:
# increase
self._current_stimulus = (self._current_stimulus + 1) % self._nr_elements
if self._current_stimulus == 0:
self._current_sequence = (self._current_sequence + 1) % self.nr_sequences
# check for end of trial:
if self._current_sequence == 0 and self._current_stimulus == 0:
# send trigger:
if self._current_level == 1:
self.send_parallel(self.END_LEVEL1)
self.logger.info("[TRIGGER] %d" % self.END_LEVEL1)
else:
self.send_parallel(self.END_LEVEL2)
self.logger.info("[TRIGGER] %d" % self.END_LEVEL2)
# decide how to continue:
self._state_trial = False
self._state_classify = True
else:
# increase
self._current_stimulus = (self._current_stimulus + 1) % self._nr_elements
if self._current_stimulus == 0:
self._current_sequence = (self._current_sequence + 1) % self.nr_sequences
if self.check_classification(self._current_sequence + 1):
self._state_trial = False
self._state_classify = True
pygame.time.wait(self.wait_after_early_stopping * 1000)
if self._current_sequence == 0 and self._current_stimulus == 0:
# send trigger:
if self._current_level == 1:
self.send_parallel(self.END_LEVEL1)
self.logger.info("[TRIGGER] %d" % self.END_LEVEL1)
else:
self.send_parallel(self.END_LEVEL2)
self.logger.info("[TRIGGER] %d" % self.END_LEVEL2)
# decide how to continue:
self._state_trial = False
self._state_classify = True
def check_classification(self, nr):
# print self._classifier_output
means = [None] * self._nr_elements
minimum = maxint
classified = None
for ii in range(self._nr_elements):
means[ii] = sum(self._classifier_output[ii]) / nr
if means[ii] < minimum:
minimum = means[ii]
classified = ii + 1
print "\n**** Class: %d (mean=%f)\n" % (classified, means[classified - 1])
return classified
def __classify(self):
## wait until all classifier outputs are received:
self._presentation.set(go_duration=(self.wait_before_classify, "seconds"))
self._presentation.go()
if self.offline:
if self._current_level == 1:
classified = self._classified_element
else:
classified = self._classified_letter
elif not self._debug_classified == None:
classified = self._debug_classified
self._debug_classified = None
else:
if self.output_per_stimulus:
nClassified = sum([len(self._classifier_output[i]) for i in xrange(self._nr_elements)])
if nClassified < self._nr_elements * self.nr_sequences:
pygame.time.wait(20)
print "not enough classifier-outputs received! (something may be wrong)"
return
## classify and set output:
means = [None] * self._nr_elements
minimum = maxint
classified = None
for ii in range(self._nr_elements):
means[ii] = sum(self._classifier_output[ii]) / self.nr_sequences
if means[ii] < minimum:
minimum = means[ii]
classified = ii
print "\n**** Class: %d (mean=%f)\n" % (classified + 1, means[classified])
else:
means = [None] * self._nr_elements
minimum = maxint
classified = None
for ii in range(self._nr_elements):
means[ii] = sum(self._classifier_output[ii]) / self.nr_sequences
if means[ii] < minimum:
minimum = means[ii]
classified = ii
print "\n**** Class: %d (mean=%f)\n" % (classified + 1, means[classified])
## Reset classifier output to empty lists
self._init_classifier_output()
error_add = 0
## evaluate classification:
if self._current_level == 1:
self._classified_element = classified
if len(self._desired_letters) > 0 and not self._desired_letters[:1] in self.letter_set[classified]:
# wrong group selected:
error_add = self.ERROR_ADD
else:
self._classified_letter = classified
if self._classified_letter == self._idx_backdoor:
## backdoor classified:
if (
len(self._desired_letters) > 0
and self._desired_letters[:1] in self.letter_set[self._classified_element]
):
# backdoor selection wrong:
error_add = self.ERROR_ADD
else:
## no backdoor classified:
spelled_letter = self.letter_set[self._classified_element][self._classified_letter]
if len(self._desired_letters) > 0 and spelled_letter != self._desired_letters[:1]:
# wrong letter spelled:
error_add = self.ERROR_ADD
## send response trigger:
self.send_parallel(self.RESPONSE[self._current_level - 1][classified] + error_add)
self.logger.info("[TRIGGER] %d" % (self.RESPONSE[self._current_level - 1][classified] + error_add))
self._state_classify = False
self._state_feedback = True
def __feedback(self):
self._state_feedback = False
## call subclass method:
self.feedback()
## check ErrP classification:
if self.use_ErrP_detection:
t = 0
while self._ErrP_classifier is None and t < 1000:
t += 50
pygame.time.wait(50)
if self._ErrP_classifier is None:
print "no ErrP classifier received! "
if self._ErrP_classifier:
self.send_parallel(self.ERROR_POTENTIAL)
self.logger.info("[TRIGGER] %d" % (self.ERROR_POTENTIAL))
## call subclass method:
if not self.countdown_level2:
self.switch_level()
## update phrases:
if (
(self._current_level == 2)
and ( # only update, if we are at the end of level 2,
self._classified_letter != self._idx_backdoor or self.copy_spelling
)
and ( # if copyspelling off, we have no backdoor selected
self._ErrP_classifier is None or not self._ErrP_classifier
)
): # no ErrP was detected (or ErrP detection is off)
spelled_letter = ""
if self.copy_spelling:
## in copy spelling we force the desired letter to be spelled
if len(self._desired_letters) > 0:
spelled_letter = self._desired_letters[:1]
else:
print "??? moved beyond desired phrase in copy spelling ???"
else:
spelled_letter = self.letter_set[self._classified_element][self._classified_letter]
## update desired phrase:
if len(self._desired_letters) > 0:
if spelled_letter == self._desired_letters[:1]:
# correct letter spelled:
self._desired_letters = self._desired_letters[1:] # remove first letter
else:
# wrong letter spelled:
if spelled_letter == "<":
self._desired_letters = self._spelled_phrase[-1:] + self._desired_letters
else:
self._desired_letters = "<" + self._desired_letters
if len(self._desired_letters) == 0:
self._copyspelling_finished = True
## update spelled phrase:
self._spelled_letters += spelled_letter
if spelled_letter == "<":
self._spelled_phrase = self._spelled_phrase[:-1]
else:
self._spelled_phrase += spelled_letter
## update screen phrases:
self.logger.info("Current Phrase:")
self.logger.info(self._spelled_phrase)
self._ve_spelled_phrase.set(text=(len(self._spelled_phrase) == 0 and " " or self._spelled_phrase))
self._ve_current_letter.set(text=(len(self._desired_letters[:1]) == 0 and " " or self._desired_letters[:1]))
self._ve_desired_letters.set(
text=(len(self._desired_letters[1:]) == 0 and " " or self._desired_letters[1:])
)
if self.use_ErrP_detection and self._ErrP_classifier:
self._state_trial = True
else:
if self._current_level == 1:
# continue with level2 trial:
if self.countdown_level2:
self._state_countdown = True
else:
self._state_trial = True
elif not self.offline:
# start countdown
if self.countdown_level1:
self._state_countdown = True
else:
self._state_trial = True
# set new level:
self._current_level = 3 - self._current_level
## reset ErrP_classifier:
self._ErrP_classifier = None
# check copyspelling:
if self._copyspelling_finished:
self._copyspelling_finished = False
self.on_control_event({"print": 0}) # print desired phrase
self.on_control_event({"print": 1}) # print spelled phrase
self.on_control_event({"print": 2}) # print all spelled letters
self.send_parallel(self.COPYSPELLING_FINISHED)
self.logger.info("[TRIGGER] %d" % (self.COPYSPELLING_FINISHED))
pygame.time.wait(50)
def __abort(self):
# play warning sound
def sine_array_onecycle(hz, peak, sample_rate):
length = sample_rate / float(hz)
omega = NP.pi * 2 / length
xvalues = NP.arange(int(length)) * omega
return peak * NP.sin(xvalues)
def sine_array(hz, peak, samples_rate):
return NP.resize(sine_array_onecycle(hz, peak, sample_rate), (sample_rate,))
sample_rate = 44100
pygame.mixer.init(sample_rate, -16, 2) # 44.1kHz, 16-bit signed, stereo
f = sine_array(8000, 1, sample_rate)
f = NP.array(zip(f, f))
sound = pygame.sndarray.make_sound(f)
channel = sound.play(-1)
channel.set_volume(0.2, 0.2)
pygame.time.delay(1000)
sound.stop()
if self._current_level == 1 and self.countdown_level1:
self._state_countdown = True
elif self._current_level == 2 and self.countdown_level2:
self._state_countdown = True
else:
self._state_trial = True
self._init_classifier_output()
def _init_classifier_output(self):
## Empty lists
self._classifier_output = [list() for _ in xrange(self._nr_elements)]
def abort_trial_check(self):
"""
Check if event is an abort trial event
"""
return False
def keyboard_input(self, event):
if event.key == pygame.K_ESCAPE:
self.on_stop()
elif event.key == pygame.K_KP_ENTER:
self.on_control_event({"print": 0}) # print desired phrase
self.on_control_event({"print": 1}) # print spelled phrase
self.on_control_event({"print": 2}) # print all spelled letters
elif event.key == pygame.K_DELETE:
# The DELETE key empties the spelled text shown this works
# only in free spelling mode (i.e. offline and copy_spelling
# are set to False)
if self.offline == self.copy_spelling == False:
self.logger.info("Clearing Text.")
self._spelled_phrase = " "
elif self.debug:
if (
(event.key >= pygame.K_a and event.key <= pygame.K_z)
or (event.key == pygame.K_LESS)
or (event.key == pygame.K_PERIOD)
or (event.key == pygame.K_COMMA)
):
self.on_control_event({"new_letter": chr(event.key).upper()})
elif event.key == pygame.K_MINUS:
self.on_control_event({"new_letter": chr(pygame.K_UNDERSCORE)})
elif event.key == pygame.K_BACKSPACE:
self.on_control_event({"new_letter": chr(pygame.K_LESS)})
elif event.key == pygame.K_SPACE:
self.on_control_event({"new_letter": chr(pygame.K_UNDERSCORE)})
elif event.key == pygame.K_UP and self.use_ErrP_detection:
self.on_control_event({"cl_output": (1, 7)})
elif event.key == pygame.K_DOWN and self.use_ErrP_detection:
self.on_control_event({"cl_output": (0, 7)})
if not self.offline:
if event.key >= pygame.K_0 and event.key <= pygame.K_5:
self._debug_classified = int(chr(event.key))
elif event.key >= pygame.K_KP0 and event.key <= pygame.K_KP5:
self._debug_classified = int(chr(event.key - 208))
def on_control_event(self, data):
self.logger.info("[CONTROL_EVENT] %s" % str(data))
if data.has_key(u"cl_output"):
# classification output was sent:
score_data = data[u"cl_output"]
cl_out = score_data[0]
iSubstim = int(score_data[1]) # evt auch "Subtrial"
if iSubstim in range(1, 7):
self._classifier_output[iSubstim - 1].append(cl_out)
elif self.use_ErrP_detection:
self._ErrP_classifier = cl_out
elif data.has_key("new_letter"):
# get new letter to spell:
self._desired_letters += data["new_letter"]
self._ve_current_letter.set(text=(len(self._desired_letters[:1]) == 0 and " " or self._desired_letters[:1]))
self._ve_desired_letters.set(
text=(len(self._desired_letters[1:]) == 0 and " " or self._desired_letters[1:])
)
elif data.has_key(u"print"):
if data[u"print"] == 0:
self.logger.info("[DESIRED_PHRASE] %s" % self.desired_phrase)
elif data[u"print"] == 1:
self.logger.info("[SPELLED_PHRASE] %s" % self._spelled_phrase)
elif data[u"print"] == 2:
self.logger.info("[SPELLED_LETTERS] %s" % self._spelled_letters)
"""
==========================
== METHODS TO OVERLOAD: ==
==========================
"""
def init_screen_elements(self):
"""
overwrite this function in subclass.
"""
pass
def prepare_mainloop(self):
"""
overwrite this function in subclass.
"""
pass
def set_countdown_screen(self):
"""
set screen how it should look during countdown.
overwrite this function in subclass.
"""
pass
def set_standard_screen(self):
"""
set screen elements to standard state.
overwrite this function in subclass.
"""
pass
def set_synchronized_countdown_screen(self):
"""
set screen elements to for the synchronized countdown.
overwrite this function in subclass.
"""
pass
def stimulus(self, i_element, on=True):
"""
turn on/off the stimulus elements and turn off/on the normal elements.
overwrite this function in subclass.
"""
pass
def feedback(self):
"""
set screen how it should look during feedback presentation.
overwrite this function in subclass.
"""
pass
def switch_level(self):
"""
overwrite this function in subclass.
"""
pass
def pre_play_tick(self):
pass
def post_play_tick(self):
pass
def pre__countdown(self):
pass
def post__countdown(self):
pass
def pre__trial(self):
pass
def post__trial(self):
pass
def pre__classify(self):
pass
def post__classify(self):
pass
def pre__feedback(self):
pass
def post__feedback(self):
pass
def pre__idle(self):
pass
def post__idle(self):
pass
def post__abort(self):
pass
class Simulation:
def __init__(self, screen):
self.state = SimulationState()
self.state.v = 15
self.screen = screen
self.center = screen.size[0] / 2.0
self.doneSetup = False
self.quit = False
def init_state(self):
self.state.th = 0
self.state.x = 0
self.state.z = 0
def wait_for_key(self, t):
#event = pygame.event.poll()
#while event != pygame.NOEVENT:
# if event == pygame.KEYDOWN:
# self.askForNext.quit = True
# event = pygame.event.poll()
pygame.event.pump()
if any(pygame.key.get_pressed()):
print "Got key"
self.askForNext.parameters.quit = True
self.askForNext.parameters.enter_go_loop = True
def update(self, t):
# Estimate the current frame rate
try:
dt = self.frame_timer.get_average_ifi_sec()
except RuntimeError:
dt = 0.01
# Map the pointer position to angular velocity of +/- 90 degrees/s
curr_pos = pygame.mouse.get_pos()
self.pos_ring.add(curr_pos[0])
pos = self.pos_ring.head()
center = self.center
self.state.th = self.state.th + dt * (-(math.pi) / 2.0 *
(pos - center) / center)
# Update steering wheel
self.wheel.set(angle=-90.0 * (curr_pos[0] - center) / center)
th = self.state.th
x = self.state.x
z = self.state.z
self.outf.write("%f\t%u\t%u\t%u\t%f\t%f\t%f\n" %
(t, curr_pos[0], curr_pos[1], pos, th, x, z))
# this is a left handed camera transform, the right handed ones that are
# built in to visionegg were not working for me.
# Translate, then rotate about the y-axis by our current heading angle
viewXfrm = numpy.matrix([[math.cos(th), 0.0,
math.sin(th), 0.0], [0.0, 1.0, 0.0, 0.0],
[-math.sin(th), 0.0,
math.cos(th), 0.0],
[
-x * math.cos(th) + z * math.sin(th), 0.0,
-x * math.sin(th) - z * math.cos(th), 1.0
]])
# Make a step in the direction of current heading
self.state.x = x + self.state.v * dt * math.sin(-th)
self.state.z = z - self.state.v * dt * math.cos(-th)
self.camera_matrix.parameters.matrix = viewXfrm
def doSim(self, trial, road, duration, tau, doEyetrack):
# Measure sample rate in order to calculate delay buffer
sample_rate = self.screen.measure_refresh_rate(2.0)
print "Sample rate: " + str(sample_rate)
#sample_rate = 60
self.doEyetrack = doEyetrack
self.pos_ring = RingBuffer(self.center,
int(math.floor(tau * sample_rate)) + 1)
print("Ring Buffer:: size: " + str(self.pos_ring.size))
if doEyetrack:
import pylink
from EyeLinkCoreGraphicsVE import EyeLinkCoreGraphicsVE
self.tracker = pylink.EyeLink()
if self.tracker == None:
print "Error: Eyelink is not connected"
sys.exit()
genv = EyeLinkCoreGraphicsVE(self.screen, self.tracker)
pylink.openGraphicsEx(genv)
#Opens the EDF file.
edfFileName = "TRIAL" + str(trial) + ".EDF"
self.tracker.openDataFile(edfFileName)
pylink.flushGetkeyQueue()
self.tracker.sendCommand("screen_pixel_coords = 0 0 %d %d" %
(VisionEgg.config.VISIONEGG_SCREEN_W,
VisionEgg.config.VISIONEGG_SCREEN_H))
tracker_software_ver = 0
eyelink_ver = self.tracker.getTrackerVersion()
if eyelink_ver == 3:
tvstr = self.tracker.getTrackerVersionString()
vindex = tvstr.find("EYELINK CL")
tracker_software_ver = int(
float(tvstr[(vindex + len("EYELINK CL")):].strip()))
if eyelink_ver >= 2:
self.tracker.sendCommand("select_parser_configuration 0")
if eyelink_ver == 2: #turn off scenelink camera stuff
self.tracker.sendCommand("scene_camera_gazemap = NO")
else:
self.tracker.sendCommand("saccade_velocity_threshold = 35")
self.tracker.sendCommand(
"saccade_acceleration_threshold = 9500")
# set EDF file contents
self.tracker.sendCommand(
"file_event_filter = LEFT,RIGHT,FIXATION,SACCADE,BLINK,MESSAGE,BUTTON"
)
if tracker_software_ver >= 4:
self.tracker.sendCommand(
"file_sample_data = LEFT,RIGHT,GAZE,AREA,GAZERES,STATUS,HTARGET"
)
else:
self.tracker.sendCommand(
"file_sample_data = LEFT,RIGHT,GAZE,AREA,GAZERES,STATUS")
# set link data (used for gaze cursor)
self.tracker.sendCommand(
"link_event_filter = LEFT,RIGHT,FIXATION,SACCADE,BLINK,BUTTON")
if tracker_software_ver >= 4:
self.tracker.sendCommand(
"link_sample_data = LEFT,RIGHT,GAZE,GAZERES,AREA,STATUS,HTARGET"
)
else:
self.tracker.sendCommand(
"link_sample_data = LEFT,RIGHT,GAZE,GAZERES,AREA,STATUS")
if not self.doneSetup:
self.tracker.doTrackerSetup()
self.doneSetup = True
else:
while 1:
try:
error = self.tracker.doDriftCorrect(
self.screen.size[0] / 2, self.screen.size[1] / 2,
1, 1)
if error != 27: # ?? from example
break
else:
self.tracker.doTrackerSetup()
except:
break
self.screen.parameters.bgcolor = 106.0 / 255.0, 147.0 / 255.0, 0.0
# Load road data from file and create an image
roadArray = numpy.loadtxt('road' + str(road) + '.txt')
# Convert to a Path
roadPath = ImagePath.Path(
map(lambda xy: (xy[0], xy[1]), roadArray.tolist()))
# Use Path to create a plot of the road
im = Image.new("RGB", (2000, 100), (50, 50, 50))
draw = ImageDraw.Draw(im)
# draw each side of the road separately
draw.line(roadPath[:4000], fill=(200, 200, 200))
draw.line(roadPath[4000:], fill=(200, 200, 200))
del draw
# Lay out a road texture in the x-z plane
roadTexture = Texture(im)
del im
eye_height = 2.5
vertices = [(-10, -eye_height, 0), (-10, -eye_height, -1000),
(10, -eye_height, 0), (10, -eye_height, -1000)]
rect = TextureStimulus3D(texture=roadTexture,
lowerleft=vertices[0],
lowerright=vertices[1],
upperleft=vertices[2],
upperright=vertices[3])
# We will use these later for our camera transforms
self.camera_matrix = ModelView()
self.frame_timer = FrameTimer()
self.outf = open(
'steersim-' + str(trial) + '-' + str(road) + '-out.txt', 'wb')
# Vewport for the road
viewport3D = Viewport(
screen=self.screen,
projection=SimplePerspectiveProjection(fov_x=75.2),
camera_matrix=self.camera_matrix,
stimuli=[rect])
# Construct a sky
sky_l = 0
sky_r = self.screen.size[0]
sky_t = self.screen.size[1]
sky_b = self.screen.size[1] / 2
sky_vertices = [(sky_l, sky_t, 0), (sky_r, sky_t, 0),
(sky_r, sky_b, 0), (sky_l, sky_b, 0)]
sky = Rectangle3D(color=(144.0 / 255.0, 190.0 / 255.0, 1.0),
vertex1=sky_vertices[0],
vertex2=sky_vertices[1],
vertex3=sky_vertices[2],
vertex4=sky_vertices[3])
wheelTexture = Texture('wheel.png')
self.wheel = TextureStimulus(texture=wheelTexture,
internal_format=gl.GL_RGBA,
position=(self.center, -75),
anchor='center')
# display the sky in its own viewport
viewport2D = Viewport(screen=self.screen)
viewport2D.parameters.stimuli = [sky, self.wheel]
self.init_state()
askText = Text(text='Press a key to start',
anchor='center',
position=(self.center, self.screen.size[1] / 2))
splash = Viewport(screen=self.screen)
splash.parameters.stimuli = [askText]
self.askForNext = Presentation(go_duration=(0.5, 'seconds'),
viewports=[splash])
self.askForNext.add_controller(
None, None, FunctionController(during_go_func=self.wait_for_key))
self.askForNext.parameters.enter_go_loop = True
self.askForNext.run_forever()
self.simPres = Presentation(go_duration=(duration, 'seconds'),
viewports=[viewport3D, viewport2D],
handle_event_callbacks=[
(pygame.KEYDOWN, self.check_keypress)
])
self.simPres.add_controller(
None, None, FunctionController(during_go_func=self.update))
if doEyetrack:
startTime = pylink.currentTime()
self.tracker.sendMessage("SYNCTIME %d" %
(pylink.currentTime() - startTime))
error = self.tracker.startRecording(1, 1, 1, 1)
self.tracker.sendMessage("PRES %d START" % (trial))
self.simPres.go()
if doEyetrack:
self.tracker.sendMessage("PRES %d END" % (trial))
self.tracker.stopRecording()
# File transfer and cleanup!
self.tracker.setOfflineMode()
pylink.msecDelay(500)
#Close the file and transfer it to Display PC
self.tracker.closeDataFile()
self.tracker.receiveDataFile(edfFileName, edfFileName)
self.outf.close()
if self.quit:
raise SystemExit
def check_keypress(self, event):
if event.key == pygame.K_q:
self.quit = True
self.simPres.set(go_duration=(0.0, 'seconds'))
elif event.key == pygame.K_n:
self.simPres.set(go_duration=(0.0, 'seconds'))
elif event.key == pygame.K_UP:
self.state.v += 1
elif event.key == pygame.K_DOWN:
self.state.v -= 1
class SimpleVisionEgg:
keyboard_controller = None
trigger_controller = None
screen = None
presentation = None
keys = None
presses = None
releases = None
def __init__(self):
"""We break up initialization a bit as we need to go back and forth with
some information. In this case, we need screen size before specifying
the stimuli"""
# pasted in from where it used to be at the beginning of the script
# used to be outside of any methods...
VisionEgg.start_default_logging()
VisionEgg.watch_exceptions()
# get screen size for setting fullscreen resolution
# comment this block out if you don't want to use full-screen.
screen = pygame.display.set_mode((0,0))
WIDTH, HEIGHT = screen.get_size()
pygame.quit()
VisionEgg.config.VISIONEGG_SCREEN_W = WIDTH
VisionEgg.config.VISIONEGG_SCREEN_H = HEIGHT
self.screen = get_default_screen()
self.keys = []
self.presses = []
self.releases = []
def set_stimuli(self, stimuli, trigger=None, kb_controller=False):
"""Now that we have our stimuli, we initialize everything we can"""
viewport = Viewport(screen=self.screen, size=self.screen.size,
stimuli=stimuli)
# We disable "check_events" so that we don't lose "instantaneous" key
# presses and can check these in our Response classes
self.presentation = Presentation(viewports=[viewport],
check_events=False)
if trigger:
trigger_controller = KeyboardTriggerInController(trigger)
self.presentation.add_controller(self.presentation,
'trigger_go_if_armed', trigger_controller)
self.presentation.set(trigger_go_if_armed=0)
if kb_controller:
self.keyboard_controller = KeyboardResponseController()
self.presentation.add_controller(None, None, self.keyboard_controller)
def set_functions(self, update=None, pause_update=None):
"""Interface for cognac.StimulusController or similar"""
self.presentation.add_controller(None, None,
FunctionController(during_go_func=update,
between_go_func=pause_update,
return_type=NoneType) )
def go(self, go_duration=('forever',)):
self.presentation.parameters.go_duration = go_duration
self.presentation.go()
def pause(self):
self.presentation.parameters.go_duration = (0, 'frames')
def get_new_response(self, t, min_interval=2.0 / 60, releases=False):
"""(key, press) = get_new_response(self, t, min_interval=2.0 / 60)
DEPRECATED!
Use this function to get responses from the keyboard controller in real
time.
Returns (None, None) if no new response is available.
Maintains three instance variables - keys, presses and releases, which
you can also access directly (but they won't be updated during loops
where you don't call this function)
This function makes a number of assumptions and is a little brittle
right now. By not hard-coding the min_interval and maybe using key
presses and release events directly, we'd have a much better function.
But I don't really care right now.
DJC
"""
raise DeprecationWarning("please use pygame directly, as in" +
"StimController.Response")
# Note - this is deprecated anyway, but it'd probably make more sense to
# use the keyboard_controller.get_responses() to simply get the keys
# that are down _right_now_
press_time = self.keyboard_controller.get_time_last_response_since_go()
key = self.keyboard_controller.get_last_response_since_go()
# Our first response!
if len(self.keys) == 0:
if key:
self.keys.append(key)
self.presses.append(press_time)
self.releases.append(None)
if releases:
return (key, None)
else:
return (key, press_time)
else:
return (None, None)
# We haven't seen a key press for min_interval
if t >= press_time + min_interval and not self.releases[-1]:
# This is only approximate!
self.releases[-1] = t
if releases:
return (self.keys[-1], t)
else:
return (None, None)
# We've seen a release, or we see a new key
if (self.releases[-1] and press_time > self.releases[-1]) or \
key != self.keys[-1]:
if not self.releases[-1]:
self.releases[-1] = press_time
self.keys.append(key)
self.presses.append(press_time)
self.releases.append(None)
if releases:
return (key, None)
else:
return (key, press_time)
return (None, None)
def get_responses(self, timeToSubtract=0, min_interval=2.0/60):
"""
Use this function to post-process the results of a KeyboardController
VisionEgg's keyboard libraries records a keypress and timestamp every
time something is down. So if a key is held down for 100 ms, there will
be an entry in the keylist for every sample during that 100ms. This is
a bit much; I'd rather just save onsets and offsets for every key. This
function evaluates that.
"""
'''
If we're using the FORP, this isn't necessary, as events have no duration;
they are represented as instantaneous keypresses.
-- John
'''
response = self.keyboard_controller.get_responses_since_go()
responseTime = self.keyboard_controller.get_time_responses_since_go()
# If I've only got one item in my response list, then it's silly to worry about onset/offset. Just keep it.
if len(response) < 2:
return (response,responseTime)
# Save the first response, as by definition that's the first onset:
goodResp = [response[0]]
goodRespTime = [responseTime[0]-timeToSubtract]
# Now step through every other item in the response list to check for unique-ness.
for i in range(1,len(responseTime)):
if (not(response[i] == response[i-1]) or \
(responseTime[i] - responseTime[i-1] > \
min_interval)):
# ie, if something changed, or we have a long gap:
offsetResp = [] # we might want to save an offset
for item in response[i-1]: # loop through last item's data
if (responseTime[i] - responseTime[i-1] < \
min_interval) and \
not(item in response[i]):
# Bit clunky. Basically, holding down a key while pressing another creates
# a unique response. So if you only let up one of those keys, code the
# offset just for that key.
offsetResp.append(item+'_Off')
else:
# it's been long enough that everything that was on should be called off.
offsetResp.append(item+'_Off')
if len(offsetResp) > 0:
# If there's offset stuff to worry about, save it.
goodResp.append(offsetResp)
goodRespTime.append(responseTime[i-1]-timeToSubtract)
# Save the new (onset) response.
goodResp.append(response[i])
goodRespTime.append(responseTime[i]-timeToSubtract)
# The final event should be an offset for whatever was down.
offsetResp = []
for item in response[-1]:
offsetResp.append(item+'_Off')
goodResp.append(offsetResp) #goodResp.append(response[-1]+'_Off')
goodRespTime.append(responseTime[-1]-timeToSubtract)
return (goodResp, goodRespTime)
class VisionEggView(object):
""" This class handles VisionEgg internals and the creation of
common/standard stimuli like centered words, a fixation cross or
a countdown. Inherit this and pass the type to VisionEggFeedback
for customization.
"""
def __init__(self):
self.__init_attributes()
def __init_attributes(self):
""" Setup internal attributes. """
self._logger = logging.getLogger('VisionEggView')
self._logger.addHandler(logging.FileHandler('log'))
self._screen_acquired = False
self._viewports = []
def set_trigger_function(self, trigger):
self._trigger = trigger
def set_event_handlers(self, event_handlers):
""" Set pygame/VisionEgg event handler function. """
self._event_handlers = event_handlers
def set_iterator_semaphore(self, flag):
""" Specify the object to be used as semaphore for iterators.
See L{Switcherator} for more.
"""
self._iter = lambda it: Switcherator(flag, it)
def update_parameters(self, **kwargs):
""" Apply new parameters set from pyff. """
for k, v in kwargs.iteritems():
setattr(self, '_' + k, v)
if self._screen_acquired:
self.reinit()
def acquire(self):
""" Allow L{update_parameters} initialize VisionEgg. """
self._screen_acquired = True
def reinit(self):
""" Initialize VisionEgg objects. """
self.__init_screen()
self.__init_presentation()
self.__init_viewports()
self.init()
self.__init_text()
def init(self):
""" Overload this for additional custom VisionEgg
initialization.
"""
pass
def __init_screen(self):
""" Create the VisionEgg Screen object using the pyff
configuration parameters 'fullscreen' and 'geometry' and the
font and background colors according to parameters
'font_color_name' and 'bg_color'.
"""
params = {'fullscreen': self._fullscreen, 'sync_swap': True}
if not self._fullscreen:
os.environ['SDL_VIDEO_WINDOW_POS'] = '%d, %d' % (self._geometry[0],
self._geometry[1])
params['size'] = self._geometry[2:]
self.screen = Screen(**params)
self._set_bg_color()
self._set_font_color()
def __init_presentation(self):
""" Provide a standard presentation object. """
self.presentation = Presentation(
handle_event_callbacks=self._event_handlers)
def __init_viewports(self):
""" Provide a standard viewport. """
self._standard_viewport = Viewport(screen=self.screen)
self.add_viewport(self._standard_viewport)
def __init_text(self):
""" Provide a text in the screen center for standard stimuli and
fixation cross etc.
"""
sz = self.screen.size
self._center_text = self.add_color_word(position=(sz[0] / 2.,
sz[1] / 2.),
font_size=self._font_size)
def add_viewport(self, viewport):
""" Add an additional custom viewport object to the list of
viewports.
"""
self._viewports.append(viewport)
self.presentation.set(viewports=self._viewports)
def clear_stimuli(self):
""" Remove all existing stimuli in the standard viewport. """
self.set_stimuli()
def add_stimuli(self, *stimuli):
""" Add additional custom stimulus objects to the list of
stimuli. TextList instances need their own Viewport, as they
consist of multiple stimulus objects that are deleted everytime
they change, and so the Viewport needs to have a reference to
the containing TextList, otherwise they get lost.
"""
text_lists = filter(lambda s: isinstance(s, TextList), stimuli)
if text_lists:
for text in text_lists:
self.add_viewport(Viewport(screen=self.screen, stimuli=text))
stimuli = filter(lambda s: not isinstance(s, TextList), stimuli)
stimuli = self._standard_viewport.parameters.stimuli + list(stimuli)
if stimuli:
self.set_stimuli(*stimuli)
def set_stimuli(self, *stimuli):
""" Set the list of stimulus objects. """
self._standard_viewport.set(stimuli=list(stimuli))
def add_text_stimulus(self, text, font_size=None, **kw):
if not kw.has_key('anchor'):
kw['anchor'] = 'center'
font_size = font_size or self._font_size
txt = VisionEgg.Text.Text(text=text, font_size=font_size, **kw)
self.add_stimuli(txt)
return txt
def add_color_word(self, text='', font_size=None, **kw):
font_size = font_size or self._font_size
txt = ColorWord(text=text, symbol_size=font_size, **kw)
self.add_stimuli(txt)
return txt
def add_image_stimulus(self, **kw):
if not kw.has_key('anchor'):
kw['anchor'] = 'center'
img = TextureStimulus(**kw)
self.add_stimuli(img)
return img
def _create_color(self, name):
try:
if isinstance(name, tuple):
return Color(*name).normalize()
else:
return Color(str(name)).normalize()
except ValueError:
self._logger.warn('No such pygame.Color: %s' % str(name))
def _set_font_color(self):
""" Set the standard font color by pygame name. """
self._font_color = (self._create_color(self._font_color_name)
or Color(1, 1, 1, 255).normalize())
def _set_bg_color(self):
""" Set the standard background color by pygame name. """
c = (self._create_color(self._bg_color)
or Color(0, 0, 0, 255).normalize())
self.screen.set(bgcolor=c)
def present_frames(self, num_frames):
""" Launch the presentation main loop for a given number of
frames.
"""
self.presentation.set(go_duration=(num_frames, 'frames'))
self.presentation.go()
def present(self, sec):
self.presentation.set(go_duration=(sec, 'seconds'))
self.presentation.go()
def update(self):
""" Repaint the canvas for one frame to update changed stimuli.
"""
self.present_frames(1)
def center_word(self, text, color=None):
""" Set the standard word in the screen center. """
self._center_text.set(text=text)
self._center_text.set(colors=color or (self._font_color
for l in self._center_text))
def clear_center_word(self):
""" Remove the center word from the screen. """
self.center_word('')
self.update()
def present_center_word(self, text, seconds, color=None):
self.center_word(text, color)
self.present(seconds)
self.clear_center_word()
def ask(self, question=True):
""" Loop indefinitely until answered() is called. If question is
True, a question mark is shown in the center.
"""
if question:
self.center_word('?')
self.presentation.run_forever()
self.presentation.set(quit=False)
self.clear_center_word()
def answered(self):
""" Abort the current presentation (usually the question mark)
after subject input. For thread safety, the screen shouldn't be
changed here.
"""
self.presentation.set(quit=True)
def show_fixation_cross(self):
""" Display the pyff parameter 'fixation_cross_symbol' for the
period of time given by pyff parameter 'fixation_cross_time'.
"""
self.center_word(self._fixation_cross_symbol)
self._trigger(marker.FIXATION_START, wait=True)
self.present(self._fixation_cross_time)
self._trigger(marker.FIXATION_END, wait=True)
def countdown(self):
""" Display a countdown according to pyff parameters
'countdown_start' and 'countdown_symbol_duration'.
"""
self._trigger(marker.COUNTDOWN_START, wait=True)
for i in self._iter(reversed(xrange(self._countdown_start + 1))):
self.center_word(str(i))
self.present(self._countdown_symbol_duration)
self._trigger(marker.COUNTDOWN_END, wait=True)
self.clear_center_word()
def close(self):
""" Shut down the screen. """
self._screen_acquired = False
self.screen.close()
def quit(self):
""" Stop the presentation. """
self.presentation.set(quit=True)
self.presentation.set(go_duration=(1, 'frames'))
class VisualSpellerVE(MainloopFeedback):
'''
Visual Speller with six circles like the classical HexOSpell.
'''
# Triggers: look in Marker
END_LEVEL1, END_LEVEL2 = 244, 245 # end of hex levels
COPYSPELLING_FINISHED = 246
STIMULUS = [[11, 12, 13, 14, 15, 16], [21, 22, 23, 24, 25, 26]]
RESPONSE = [[51, 52, 53, 54, 55, 56], [61, 62, 63, 64, 65, 66]]
TARGET_ADD = 20
ERROR_ADD = 100
COUNTDOWN_STIMULI = 239
ERROR_POTENTIAL = 96 # send if error potential is classified
def init(self):
'''
initialize parameters
'''
self.log_filename = 'VisualSpellerVE.log'
self.geometry = [0, 0, 1280, 800] ## size
self.letterbox_size = (60, 60)
self.osc_size = 40
self.font_size_phrase = 60 # the spelled phrase at the top
self.font_size_current_letter = 80 # the spelled phrase at the top
self.font_size_countdown = 150 # number during countdown
self.desired_phrase = ""
## colors:
self.bg_color = (0., 0., 0.)
self.phrase_color = (0.2, 0.0, 1.0)
self.current_letter_color = (1.0, 0.0, 0.0)
self.countdown_color = (0.2, 0.0, 1.0)
self.osc_color = (1, 1, 1)
self.letter_set = [['A','B','C','D','E'], \
['F','G','H','I','J'], \
['K','L','M','N','O'], \
['P','Q','R','S','T'], \
['U','V','W','X','Y'], \
['Z','_','.',',','<']]
self.fullscreen = False
self.use_oscillator = True
self.offline = True
self.copy_spelling = True # in copy-spelling mode, selection of the target symbol is forced
self.debug = False
self.nCountdown = 5
self.nr_sequences = 6
self.randomize_sequence = True # set to False to present a fixed stimulus sequence
self.min_dist = 2 # Min number of intermediate flashes bef. a flash is repeated twice
self.stimulus_duration = 0.083 # 5 frames @60 Hz = 83ms flash
self.interstimulus_duration = 0.1
self.animation_time = 1
self.wait_before_classify = 1.
self.feedback_duration = 1.
self.feedback_ErrP_duration = 1.0
self.wait_after_start = 0.
# Countdown options
self.do_animation = True
self.synchronized_countdown = True
if (self.synchronized_countdown):
self.do_animation = False
self.countdown_level1 = True
self.countdown_level2 = True
self.countdown_shapes = {
'circle': FilledCircle,
'hexagon': FilledHexagon
}
self.countdown_shape_select = 'hexagon'
self.countdown_shape_color = (0.7, 0.7, 0.7)
self.countdown_shape_on = True
self.countdown_blinking_nr = 5 #number of pre-sequence stimuli(1 sec is approx. 5 frames at 60 Hz)
self.wait_after_early_stopping = 3 #sec
self.abort_trial = False
self.output_per_stimulus = True
self.use_ErrP_detection = False
self.serialtrigger = False
# FIXME: this should be fixed properly
try:
self.serialport = serialport.SerialPort(13)
except:
self.serialport = None
self.send_parallel_bak = self.send_parallel
if self.debug:
msg = "!!! YOU\'RE IN DEBUG MODE! CLASSIFICATION WILL BE RANDOM OR KEYBOARD CONTROLLED !!!"
self.logger.warning(msg)
def pre_mainloop(self):
## logging
assert (len(self.log_filename) != 0
) # 'log_filename' must not be empty string!
logger.setLevel(logging.ERROR)
handler = logging.FileHandler(self.log_filename, 'w')
handler.setLevel(logging.INFO)
formatter = logging.Formatter("%(asctime)s: %(message)s")
handler.setFormatter(formatter)
self.logger.setLevel(logging.INFO)
self.logger.addHandler(handler)
self._nr_elements = 6
self._idx_backdoor = 5
self._init_classifier_output()
self._classified_element = -1
self._classified_letter = -1
for s in self.desired_phrase:
assert s in [l for ls in self.letter_set
for l in ls] # invalid letters in desired phrase!
self._spelled_phrase = ""
self._spelled_letters = ""
self._desired_letters = self.desired_phrase
self._copyspelling_finished = False
# if self.offline:
# self.__idle() # In offline mode: set the first to-be-spelled letter
self._spellerHeight = self.geometry[3] - self.letterbox_size[1]
self._centerPos = (self.geometry[2] / 2., self._spellerHeight / 2.)
self._nr_letters = 0
for i in xrange(len(self.letter_set)):
self._nr_letters += len(self.letter_set[i])
self._current_level = 1 # Index of current level
self._current_sequence = 0 # Index of current sequence
self._current_stimulus = 0 # Index of current stimlus
self._current_countdown = self.nCountdown
self.random = random.Random(clock())
self._debug_classified = None
## init states:
self._state_countdown = True
if not self.countdown_level1:
self._state_countdown = False
self._state_trial = True
else:
#self._state_countdown = not self.offline
self._state_trial = False
self._state_classify = False
self._state_feedback = False
self._state_abort = False
## init containers for VE elements:
self._ve_elements = []
## oscillator state:
if not self.use_oscillator:
self.osc_color = self.bg_color
self.osc_size = 0
## call subclass-specific pre_mainloop:
self.prepare_mainloop()
## build screen elements:
self.__init_screen()
if self.offline:
self.__idle()
if self.abort_trial:
'''
Start listener for abort_trial event eg.
'''
## delay after play (might be useful for filters...)
pygame.time.wait(int(self.wait_after_start * 1000))
self.logger.info("waiting %d seconds after play." %
self.wait_after_start)
## send start trigger:
self.send_parallel(marker.RUN_START)
self.logger.info("[TRIGGER] %d" % marker.RUN_START)
## error potential classifier:
self._ErrP_classifier = None
def on_interaction_event(self, data):
self.logger.debug('interaction event')
serial = data.get('serialtrigger', None)
if serial is None:
return
if serial:
self.logger.debug('using serial port')
self.send_parallel = self.serialport.send
else:
self.logger.debug('using parallel port')
self.send_parallel = self.send_parallel_bak
def post_mainloop(self):
"""
Sends end marker to parallel port.
"""
if self.abort_trial:
'''
Stop listener for abort_trial event
'''
pass
pygame.time.wait(500)
self.send_parallel(marker.RUN_END)
self.logger.info("[TRIGGER] %d" % marker.RUN_END)
pygame.time.wait(500)
self._presentation.set(quit=True)
self._screen.close()
def __init_screen(self):
## create screen:
if not self.fullscreen:
os.environ['SDL_VIDEO_WINDOW_POS'] = '%d, %d' % (self.geometry[0],
self.geometry[1])
self._screen = Screen(size=(self.geometry[2], self.geometry[3]),
fullscreen=self.fullscreen,
bgcolor=self.bg_color,
sync_swap=True)
## create letter box on top:
self._ve_letterbox = Target2D(position=(self._centerPos[0],
self.geometry[3] * (1 - 0.01) -
self.letterbox_size[1] / 2.),
size=(self.letterbox_size[0],
self.letterbox_size[1]),
color=self.phrase_color)
self._ve_innerbox = Target2D(position=(self._centerPos[0],
self.geometry[3] * (1 - 0.01) -
self.letterbox_size[1] / 2.),
size=(self.letterbox_size[0] - 6,
self.letterbox_size[1] - 6),
color=self.bg_color)
self._current_letter_position = (self._centerPos[0],
self.geometry[3] * (1 - 0.015) -
self.letterbox_size[1] / 2.)
self._ve_current_letter = Text(
position=self._current_letter_position,
text=(len(self._desired_letters[:1]) == 0 and " "
or self._desired_letters[:1]),
font_size=self.font_size_current_letter,
color=self.current_letter_color,
anchor='center')
self._ve_desired_letters = Text(
position=(self._centerPos[0] + 5 + self.letterbox_size[0] / 2.,
self._current_letter_position[1]),
text=(len(self._desired_letters[1:]) == 0 and " "
or self._desired_letters[1:]),
font_size=self.font_size_phrase,
color=self.phrase_color,
anchor='left')
self._ve_spelled_phrase = Text(
position=(self._centerPos[0] - 5 - self.letterbox_size[0] / 2.,
self._current_letter_position[1]),
text=(len(self._spelled_phrase) == 0 and " "
or self._spelled_phrase),
font_size=self.font_size_phrase,
color=self.phrase_color,
anchor='right')
# if we're in free spelling mode, we hide all text fields but
# the _ve_spelled_phrase. we also need a multiline
# _ve_spelled_phrase instead of the single lined one
if self.offline == self.copy_spelling == False:
self._spelled_phrase = " "
self._ve_spelled_phrase = WrappedText(
position=(0, self._current_letter_position[1]),
text=(len(self._spelled_phrase) == 0 and " "
or self._spelled_phrase),
font_size=self.font_size_phrase,
color=self.phrase_color,
size=(float(self.geometry[2]), float(self.geometry[3])))
for i in self._ve_letterbox, self._ve_innerbox, self._ve_current_letter, self._ve_desired_letters:
i.set(on=False)
## add word box to elementlist:
self._ve_elements.extend([
self._ve_letterbox, self._ve_innerbox, self._ve_current_letter,
self._ve_desired_letters, self._ve_spelled_phrase
])
## create countdown:
self._ve_countdown = Text(position=self._centerPos,
text=" ",
font_size=self.font_size_countdown,
color=self.countdown_color,
anchor='center',
on=False)
## create countdown shapes
self._ve_countdown_shape = self.countdown_shapes[
self.countdown_shape_select](radius=90,
position=self._centerPos,
color=self.countdown_shape_color,
on=False)
## create oscillator circle:
self._ve_oscillator = FilledCircle(position=(self.osc_size / 2 + 10,
self.osc_size / 2 + 10),
radius=self.osc_size / 2,
color=self.osc_color,
on=False)
## create shapes and letters:
self.init_screen_elements()
## add remaining elements to element list:
self._ve_elements.extend([
self._ve_countdown_shape, self._ve_countdown, self._ve_oscillator
])
## add elements to viewport:
self._viewport = Viewport(screen=self._screen,
stimuli=self._ve_elements)
self._presentation = Presentation(viewports=[self._viewport],
handle_event_callbacks=[
(pygame.KEYDOWN,
self.keyboard_input),
(pygame.QUIT, self.__stop)
])
def play_tick(self):
"""
called every loop, if in play mode.
"""
self.pre_play_tick()
if self._state_countdown:
self.pre__countdown()
self.__countdown()
self.post__countdown()
elif self._state_trial:
self.pre__trial()
self.__trial()
self.post__trial()
elif self._state_classify:
self.pre__classify()
self.__classify()
self.post__classify()
elif self._state_feedback:
self.pre__feedback()
self.__feedback()
self.post__feedback()
elif self._state_abort:
self.__abort()
self.post__abort()
else:
self.pre__idle()
self.__idle()
self.post__idle()
self.post_play_tick()
def __stop(self, *args):
self.on_stop()
def __idle(self):
if self.offline and len(self._desired_letters) > 0:
# add new letter:
for e in xrange(len(self.letter_set)):
for l in xrange(len(self.letter_set[e])):
if self._desired_letters[0] == self.letter_set[e][l]:
self._classified_element = e
self._classified_letter = l
if self.countdown_level1:
self._state_countdown = True
else:
self._state_trial = True
else:
## otherwise just wait until a new letter is sent:
self._presentation.set(go_duration=(0.1, 'seconds'))
self._presentation.go()
def __countdown(self):
def blink():
i = 0
while (i < self.countdown_blinking_nr):
self._ve_countdown_shape.set(on=True)
self._ve_countdown.set(text="%d" % self._current_countdown,
on=True)
self.send_parallel(self.COUNTDOWN_STIMULI)
self.logger.info("[TRIGGER] %d" % self.COUNTDOWN_STIMULI)
self._presentation.set(go_duration=(self.stimulus_duration,
'seconds'))
self._presentation.go()
self._ve_countdown_shape.set(on=False)
self._ve_countdown.set(on=False)
self._presentation.set(
go_duration=(self.interstimulus_duration, 'seconds'))
self._presentation.go()
i = i + 1
if self._current_countdown == self.nCountdown:
self.send_parallel(marker.COUNTDOWN_START)
self.logger.info("[TRIGGER] %d" % marker.COUNTDOWN_START)
self.set_countdown_screen()
self._ve_countdown.set(on=True)
self._ve_countdown_shape.set(on=self.countdown_shape_on)
self._presentation.set(go_duration=(1, 'seconds'))
self._ve_countdown.set(text="%d" % self._current_countdown)
self._presentation.go()
self._current_countdown = (self._current_countdown -
1) % self.nCountdown
if self.synchronized_countdown and self._current_countdown == 1:
self.set_synchronized_countdown_screen()
blink()
self._current_countdown = self.nCountdown
self.set_standard_screen()
self._state_countdown = False
self._state_trial = True
self._ve_countdown.set(on=False)
self._ve_countdown_shape.set(on=False)
self._ve_countdown.set(color=self.countdown_color)
if self._current_countdown == 0:
# Executed only if self.synchronized_countdown = False
self._current_countdown = self.nCountdown
self.set_standard_screen()
pygame.time.wait(10)
self._state_countdown = False
self._state_trial = True
self._ve_countdown_shape.set(on=False)
self._ve_countdown.set(on=False)
self._ve_countdown.set(color=self.countdown_color)
def __trial(self):
if self._current_sequence == 0 and self._current_stimulus == 0:
#level 1 animation when there is no countdown
if self._current_level == 1 and not self.countdown_level1:
if self.do_animation:
self.set_countdown_screen()
self.set_standard_screen()
# generate random sequences:
if self.randomize_sequence:
self.flash_sequence = []
for _ in range(self.nr_sequences):
random_flash_sequence(self,
set=range(self._nr_elements),
min_dist=self.min_dist,
seq_len=self._nr_elements)
# or else use fixed sequence:
else:
self.flash_sequence = range(self._nr_elements)
if self.randomize_sequence:
currentStimulus = self.flash_sequence[self._current_sequence *
self._nr_elements +
self._current_stimulus]
else:
currentStimulus = self.flash_sequence[self._current_stimulus]
# set stimulus:
self.stimulus(currentStimulus, True)
#self._ve_oscillator.set(on=True)
if self.abort_trial and self.abort_trial_check():
# restart trial on abort_trial event:
self._state_trial = False
self._state_abort = True
return
# check if current stimulus is target and then send trigger:
target_add = 0
if len(self._desired_letters) > 0:
if self._current_level == 1:
if self._desired_letters[:1] in self.letter_set[
currentStimulus]:
# current stimulus is target group:
target_add = self.TARGET_ADD
else:
if currentStimulus == self._idx_backdoor:
# current stimulus is backdoor:
if not self._desired_letters[:1] in self.letter_set[
self._classified_element]:
# we are in the wrong group. backdoor is target:
target_add = self.TARGET_ADD
else:
# current stimulus is no backdoor:
if self._desired_letters[:1] == self.letter_set[
self._classified_element][currentStimulus]:
# current stimulus is target symbol:
target_add = self.TARGET_ADD
self.send_parallel(self.STIMULUS[self._current_level -
1][currentStimulus] + target_add)
self.logger.info(
"[TRIGGER] %d" %
(self.STIMULUS[self._current_level - 1][currentStimulus] +
target_add))
# present stimulus:
self._presentation.set(go_duration=(self.stimulus_duration, 'seconds'))
self._presentation.go()
# reset to normal:
self._ve_oscillator.set(on=False)
self.stimulus(currentStimulus, False)
# present interstimulus:
self._presentation.set(go_duration=(self.interstimulus_duration,
'seconds'))
self._presentation.go()
if self.debug:
self.on_control_event(
{'cl_output': (self.random.random(), currentStimulus + 1)})
## TODO: check here for classification !!!!
if self.output_per_stimulus:
# increase
self._current_stimulus = (self._current_stimulus +
1) % self._nr_elements
if self._current_stimulus == 0:
self._current_sequence = (self._current_sequence +
1) % self.nr_sequences
# check for end of trial:
if self._current_sequence == 0 and self._current_stimulus == 0:
# send trigger:
if self._current_level == 1:
self.send_parallel(self.END_LEVEL1)
self.logger.info("[TRIGGER] %d" % self.END_LEVEL1)
else:
self.send_parallel(self.END_LEVEL2)
self.logger.info("[TRIGGER] %d" % self.END_LEVEL2)
# decide how to continue:
self._state_trial = False
self._state_classify = True
else:
# increase
self._current_stimulus = (self._current_stimulus +
1) % self._nr_elements
if self._current_stimulus == 0:
self._current_sequence = (self._current_sequence +
1) % self.nr_sequences
if self.check_classification(self._current_sequence + 1):
self._state_trial = False
self._state_classify = True
pygame.time.wait(self.wait_after_early_stopping * 1000)
if self._current_sequence == 0 and self._current_stimulus == 0:
# send trigger:
if self._current_level == 1:
self.send_parallel(self.END_LEVEL1)
self.logger.info("[TRIGGER] %d" % self.END_LEVEL1)
else:
self.send_parallel(self.END_LEVEL2)
self.logger.info("[TRIGGER] %d" % self.END_LEVEL2)
# decide how to continue:
self._state_trial = False
self._state_classify = True
def check_classification(self, nr):
#print self._classifier_output
means = [None] * self._nr_elements
minimum = maxint
classified = None
for ii in range(self._nr_elements):
means[ii] = sum(self._classifier_output[ii]) / nr
if means[ii] < minimum:
minimum = means[ii]
classified = ii + 1
print "\n**** Class: %d (mean=%f)\n" % (classified,
means[classified - 1])
return classified
def __classify(self):
## wait until all classifier outputs are received:
self._presentation.set(go_duration=(self.wait_before_classify,
'seconds'))
self._presentation.go()
if self.offline:
if self._current_level == 1:
classified = self._classified_element
else:
classified = self._classified_letter
elif not self._debug_classified == None:
classified = self._debug_classified
self._debug_classified = None
else:
if self.output_per_stimulus:
nClassified = sum([
len(self._classifier_output[i])
for i in xrange(self._nr_elements)
])
if nClassified < self._nr_elements * self.nr_sequences:
pygame.time.wait(20)
print 'not enough classifier-outputs received! (something may be wrong)'
return
## classify and set output:
means = [None] * self._nr_elements
minimum = maxint
classified = None
for ii in range(self._nr_elements):
means[ii] = sum(
self._classifier_output[ii]) / self.nr_sequences
if means[ii] < minimum:
minimum = means[ii]
classified = ii
print "\n**** Class: %d (mean=%f)\n" % (classified + 1,
means[classified])
else:
means = [None] * self._nr_elements
minimum = maxint
classified = None
for ii in range(self._nr_elements):
means[ii] = sum(
self._classifier_output[ii]) / self.nr_sequences
if means[ii] < minimum:
minimum = means[ii]
classified = ii
print "\n**** Class: %d (mean=%f)\n" % (classified + 1,
means[classified])
## Reset classifier output to empty lists
self._init_classifier_output()
error_add = 0
## evaluate classification:
if self._current_level == 1:
self._classified_element = classified
if len(self._desired_letters
) > 0 and not self._desired_letters[:1] in self.letter_set[
classified]:
# wrong group selected:
error_add = self.ERROR_ADD
else:
self._classified_letter = classified
if self._classified_letter == self._idx_backdoor:
## backdoor classified:
if len(self._desired_letters
) > 0 and self._desired_letters[:1] in self.letter_set[
self._classified_element]:
# backdoor selection wrong:
error_add = self.ERROR_ADD
else:
## no backdoor classified:
spelled_letter = self.letter_set[self._classified_element][
self._classified_letter]
if len(self._desired_letters
) > 0 and spelled_letter != self._desired_letters[:1]:
# wrong letter spelled:
error_add = self.ERROR_ADD
## send response trigger:
self.send_parallel(self.RESPONSE[self._current_level - 1][classified] +
error_add)
self.logger.info(
"[TRIGGER] %d" %
(self.RESPONSE[self._current_level - 1][classified] + error_add))
self._state_classify = False
self._state_feedback = True
def __feedback(self):
self._state_feedback = False
## call subclass method:
self.feedback()
## check ErrP classification:
if self.use_ErrP_detection:
t = 0
while self._ErrP_classifier is None and t < 1000:
t += 50
pygame.time.wait(50)
if self._ErrP_classifier is None:
print "no ErrP classifier received! "
if self._ErrP_classifier:
self.send_parallel(self.ERROR_POTENTIAL)
self.logger.info("[TRIGGER] %d" % (self.ERROR_POTENTIAL))
## call subclass method:
if not self.countdown_level2:
self.switch_level()
## update phrases:
if ((self._current_level == 2)
and # only update, if we are at the end of level 2,
(self._classified_letter != self._idx_backdoor
or self.copy_spelling)
and # if copyspelling off, we have no backdoor selected
(self._ErrP_classifier is None or not self._ErrP_classifier)
): # no ErrP was detected (or ErrP detection is off)
spelled_letter = ""
if self.copy_spelling:
## in copy spelling we force the desired letter to be spelled
if len(self._desired_letters) > 0:
spelled_letter = self._desired_letters[:1]
else:
print "??? moved beyond desired phrase in copy spelling ???"
else:
spelled_letter = self.letter_set[self._classified_element][
self._classified_letter]
## update desired phrase:
if len(self._desired_letters) > 0:
if spelled_letter == self._desired_letters[:1]:
# correct letter spelled:
self._desired_letters = self._desired_letters[
1:] # remove first letter
else:
# wrong letter spelled:
if spelled_letter == "<":
self._desired_letters = self._spelled_phrase[
-1:] + self._desired_letters
else:
self._desired_letters = "<" + self._desired_letters
if len(self._desired_letters) == 0:
self._copyspelling_finished = True
## update spelled phrase:
self._spelled_letters += spelled_letter
if spelled_letter == "<":
self._spelled_phrase = self._spelled_phrase[:-1]
else:
self._spelled_phrase += spelled_letter
## update screen phrases:
self.logger.info('Current Phrase:')
self.logger.info(self._spelled_phrase)
self._ve_spelled_phrase.set(
text=(len(self._spelled_phrase) == 0 and " "
or self._spelled_phrase))
self._ve_current_letter.set(
text=(len(self._desired_letters[:1]) == 0 and " "
or self._desired_letters[:1]))
self._ve_desired_letters.set(
text=(len(self._desired_letters[1:]) == 0 and " "
or self._desired_letters[1:]))
if self.use_ErrP_detection and self._ErrP_classifier:
self._state_trial = True
else:
if self._current_level == 1:
# continue with level2 trial:
if self.countdown_level2:
self._state_countdown = True
else:
self._state_trial = True
elif not self.offline:
# start countdown
if self.countdown_level1:
self._state_countdown = True
else:
self._state_trial = True
# set new level:
self._current_level = 3 - self._current_level
## reset ErrP_classifier:
self._ErrP_classifier = None
# check copyspelling:
if self._copyspelling_finished:
self._copyspelling_finished = False
self.on_control_event({'print': 0}) # print desired phrase
self.on_control_event({'print': 1}) # print spelled phrase
self.on_control_event({'print': 2}) # print all spelled letters
self.send_parallel(self.COPYSPELLING_FINISHED)
self.logger.info("[TRIGGER] %d" % (self.COPYSPELLING_FINISHED))
pygame.time.wait(50)
def __abort(self):
# play warning sound
def sine_array_onecycle(hz, peak, sample_rate):
length = sample_rate / float(hz)
omega = NP.pi * 2 / length
xvalues = NP.arange(int(length)) * omega
return (peak * NP.sin(xvalues))
def sine_array(hz, peak, samples_rate):
return NP.resize(sine_array_onecycle(hz, peak, sample_rate),
(sample_rate, ))
sample_rate = 44100
pygame.mixer.init(sample_rate, -16,
2) # 44.1kHz, 16-bit signed, stereo
f = sine_array(8000, 1, sample_rate)
f = NP.array(zip(f, f))
sound = pygame.sndarray.make_sound(f)
channel = sound.play(-1)
channel.set_volume(0.2, 0.2)
pygame.time.delay(1000)
sound.stop()
if self._current_level == 1 and self.countdown_level1:
self._state_countdown = True
elif self._current_level == 2 and self.countdown_level2:
self._state_countdown = True
else:
self._state_trial = True
self._init_classifier_output()
def _init_classifier_output(self):
## Empty lists
self._classifier_output = [list() for _ in xrange(self._nr_elements)]
def abort_trial_check(self):
'''
Check if event is an abort trial event
'''
return False
def keyboard_input(self, event):
if event.key == pygame.K_ESCAPE:
self.on_stop()
elif event.key == pygame.K_KP_ENTER:
self.on_control_event({'print': 0}) # print desired phrase
self.on_control_event({'print': 1}) # print spelled phrase
self.on_control_event({'print': 2}) # print all spelled letters
elif event.key == pygame.K_DELETE:
# The DELETE key empties the spelled text shown this works
# only in free spelling mode (i.e. offline and copy_spelling
# are set to False)
if self.offline == self.copy_spelling == False:
self.logger.info('Clearing Text.')
self._spelled_phrase = " "
elif self.debug:
if ((event.key >= pygame.K_a and event.key <= pygame.K_z)
or (event.key == pygame.K_LESS)
or (event.key == pygame.K_PERIOD)
or (event.key == pygame.K_COMMA)):
self.on_control_event({'new_letter': chr(event.key).upper()})
elif event.key == pygame.K_MINUS:
self.on_control_event({'new_letter': chr(pygame.K_UNDERSCORE)})
elif event.key == pygame.K_BACKSPACE:
self.on_control_event({'new_letter': chr(pygame.K_LESS)})
elif event.key == pygame.K_SPACE:
self.on_control_event({'new_letter': chr(pygame.K_UNDERSCORE)})
elif event.key == pygame.K_UP and self.use_ErrP_detection:
self.on_control_event({'cl_output': (1, 7)})
elif event.key == pygame.K_DOWN and self.use_ErrP_detection:
self.on_control_event({'cl_output': (0, 7)})
if not self.offline:
if (event.key >= pygame.K_0 and event.key <= pygame.K_5):
self._debug_classified = int(chr(event.key))
elif (event.key >= pygame.K_KP0 and event.key <= pygame.K_KP5):
self._debug_classified = int(chr(event.key - 208))
def on_control_event(self, data):
self.logger.info("[CONTROL_EVENT] %s" % str(data))
if data.has_key(u'cl_output'):
# classification output was sent:
score_data = data[u'cl_output']
cl_out = score_data[0]
iSubstim = int(score_data[1]) # evt auch "Subtrial"
if iSubstim in range(1, 7):
self._classifier_output[iSubstim - 1].append(cl_out)
elif self.use_ErrP_detection:
self._ErrP_classifier = cl_out
elif data.has_key('new_letter'):
# get new letter to spell:
self._desired_letters += data['new_letter']
self._ve_current_letter.set(
text=(len(self._desired_letters[:1]) == 0 and " "
or self._desired_letters[:1]))
self._ve_desired_letters.set(
text=(len(self._desired_letters[1:]) == 0 and " "
or self._desired_letters[1:]))
elif data.has_key(u'print'):
if data[u'print'] == 0:
self.logger.info("[DESIRED_PHRASE] %s" % self.desired_phrase)
elif data[u'print'] == 1:
self.logger.info("[SPELLED_PHRASE] %s" % self._spelled_phrase)
elif data[u'print'] == 2:
self.logger.info("[SPELLED_LETTERS] %s" %
self._spelled_letters)
'''
==========================
== METHODS TO OVERLOAD: ==
==========================
'''
def init_screen_elements(self):
'''
overwrite this function in subclass.
'''
pass
def prepare_mainloop(self):
'''
overwrite this function in subclass.
'''
pass
def set_countdown_screen(self):
'''
set screen how it should look during countdown.
overwrite this function in subclass.
'''
pass
def set_standard_screen(self):
'''
set screen elements to standard state.
overwrite this function in subclass.
'''
pass
def set_synchronized_countdown_screen(self):
'''
set screen elements to for the synchronized countdown.
overwrite this function in subclass.
'''
pass
def stimulus(self, i_element, on=True):
'''
turn on/off the stimulus elements and turn off/on the normal elements.
overwrite this function in subclass.
'''
pass
def feedback(self):
'''
set screen how it should look during feedback presentation.
overwrite this function in subclass.
'''
pass
def switch_level(self):
'''
overwrite this function in subclass.
'''
pass
def pre_play_tick(self):
pass
def post_play_tick(self):
pass
def pre__countdown(self):
pass
def post__countdown(self):
pass
def pre__trial(self):
pass
def post__trial(self):
pass
def pre__classify(self):
pass
def post__classify(self):
pass
def pre__feedback(self):
pass
def post__feedback(self):
pass
def pre__idle(self):
pass
def post__idle(self):
pass
def post__abort(self):
pass
class VisionEggView(object):
""" This class handles VisionEgg internals and the creation of
common/standard stimuli like centered words, a fixation cross or
a countdown. Inherit this and pass the type to VisionEggFeedback
for customization.
"""
def __init__(self):
self.__init_attributes()
def __init_attributes(self):
""" Setup internal attributes. """
self._logger = logging.getLogger('VisionEggView')
self._logger.addHandler(logging.FileHandler('log'))
self._screen_acquired = False
self._viewports = []
def set_trigger_function(self, trigger):
self._trigger = trigger
def set_event_handlers(self, event_handlers):
""" Set pygame/VisionEgg event handler function. """
self._event_handlers = event_handlers
def set_iterator_semaphore(self, flag):
""" Specify the object to be used as semaphore for iterators.
See L{Switcherator} for more.
"""
self._iter = lambda it: Switcherator(flag, it)
def update_parameters(self, **kwargs):
""" Apply new parameters set from pyff. """
for k, v in kwargs.iteritems():
setattr(self, '_' + k, v)
if self._screen_acquired:
self.reinit()
def acquire(self):
""" Allow L{update_parameters} initialize VisionEgg. """
self._screen_acquired = True
def reinit(self):
""" Initialize VisionEgg objects. """
self.__init_screen()
self.__init_presentation()
self.__init_viewports()
self.init()
self.__init_text()
def init(self):
""" Overload this for additional custom VisionEgg
initialization.
"""
pass
def __init_screen(self):
""" Create the VisionEgg Screen object using the pyff
configuration parameters 'fullscreen' and 'geometry' and the
font and background colors according to parameters
'font_color_name' and 'bg_color'.
"""
params = { 'fullscreen': self._fullscreen, 'sync_swap': True }
if not self._fullscreen:
os.environ['SDL_VIDEO_WINDOW_POS'] = '%d, %d' % (self._geometry[0],
self._geometry[1])
params['size'] = self._geometry[2:]
self.screen = Screen(**params)
self._set_bg_color()
self._set_font_color()
def __init_presentation(self):
""" Provide a standard presentation object. """
self.presentation = Presentation(handle_event_callbacks=
self._event_handlers)
def __init_viewports(self):
""" Provide a standard viewport. """
self._standard_viewport = Viewport(screen=self.screen)
self.add_viewport(self._standard_viewport)
def __init_text(self):
""" Provide a text in the screen center for standard stimuli and
fixation cross etc.
"""
sz = self.screen.size
self._center_text = self.add_color_word(position=(sz[0] / 2.,
sz[1] / 2.),
font_size=self._font_size)
def add_viewport(self, viewport):
""" Add an additional custom viewport object to the list of
viewports.
"""
self._viewports.append(viewport)
self.presentation.set(viewports=self._viewports)
def clear_stimuli(self):
""" Remove all existing stimuli in the standard viewport. """
self.set_stimuli()
def add_stimuli(self, *stimuli):
""" Add additional custom stimulus objects to the list of
stimuli. TextList instances need their own Viewport, as they
consist of multiple stimulus objects that are deleted everytime
they change, and so the Viewport needs to have a reference to
the containing TextList, otherwise they get lost.
"""
text_lists = filter(lambda s: isinstance(s, TextList), stimuli)
if text_lists:
for text in text_lists:
self.add_viewport(Viewport(screen=self.screen, stimuli=text))
stimuli = filter(lambda s: not isinstance(s, TextList), stimuli)
stimuli = self._standard_viewport.parameters.stimuli + list(stimuli)
if stimuli:
self.set_stimuli(*stimuli)
def set_stimuli(self, *stimuli):
""" Set the list of stimulus objects. """
self._standard_viewport.set(stimuli=list(stimuli))
def add_text_stimulus(self, text, font_size=None, **kw):
if not kw.has_key('anchor'):
kw['anchor'] = 'center'
font_size = font_size or self._font_size
txt = VisionEgg.Text.Text(text=text, font_size=font_size, **kw)
self.add_stimuli(txt)
return txt
def add_color_word(self, text='', font_size=None, **kw):
font_size = font_size or self._font_size
txt = ColorWord(text=text, symbol_size=font_size, **kw)
self.add_stimuli(txt)
return txt
def add_image_stimulus(self, **kw):
if not kw.has_key('anchor'):
kw['anchor'] = 'center'
img = TextureStimulus(**kw)
self.add_stimuli(img)
return img
def _create_color(self, name):
try:
if isinstance(name, tuple):
return Color(*name).normalize()
else:
return Color(str(name)).normalize()
except ValueError:
self._logger.warn('No such pygame.Color: %s' % str(name))
def _set_font_color(self):
""" Set the standard font color by pygame name. """
self._font_color = (self._create_color(self._font_color_name) or
Color(1, 1, 1, 255).normalize())
def _set_bg_color(self):
""" Set the standard background color by pygame name. """
c = (self._create_color(self._bg_color) or
Color(0, 0, 0, 255).normalize())
self.screen.set(bgcolor=c)
def present_frames(self, num_frames):
""" Launch the presentation main loop for a given number of
frames.
"""
self.presentation.set(go_duration=(num_frames, 'frames'))
self.presentation.go()
def present(self, sec):
self.presentation.set(go_duration=(sec, 'seconds'))
self.presentation.go()
def update(self):
""" Repaint the canvas for one frame to update changed stimuli.
"""
self.present_frames(1)
def center_word(self, text, color=None):
""" Set the standard word in the screen center. """
self._center_text.set(text=text)
self._center_text.set(colors=color or (self._font_color for l in
self._center_text))
def clear_center_word(self):
""" Remove the center word from the screen. """
self.center_word('')
self.update()
def present_center_word(self, text, seconds, color=None):
self.center_word(text, color)
self.present(seconds)
self.clear_center_word()
def ask(self, question=True):
""" Loop indefinitely until answered() is called. If question is
True, a question mark is shown in the center.
"""
if question:
self.center_word('?')
self.presentation.run_forever()
self.presentation.set(quit=False)
self.clear_center_word()
def answered(self):
""" Abort the current presentation (usually the question mark)
after subject input. For thread safety, the screen shouldn't be
changed here.
"""
self.presentation.set(quit=True)
def show_fixation_cross(self):
""" Display the pyff parameter 'fixation_cross_symbol' for the
period of time given by pyff parameter 'fixation_cross_time'.
"""
self.center_word(self._fixation_cross_symbol)
self._trigger(marker.FIXATION_START, wait=True)
self.present(self._fixation_cross_time)
self._trigger(marker.FIXATION_END, wait=True)
def countdown(self):
""" Display a countdown according to pyff parameters
'countdown_start' and 'countdown_symbol_duration'.
"""
self._trigger(marker.COUNTDOWN_START, wait=True)
for i in self._iter(reversed(xrange(self._countdown_start + 1))):
self.center_word(str(i))
self.present(self._countdown_symbol_duration)
self._trigger(marker.COUNTDOWN_END, wait=True)
self.clear_center_word()
def close(self):
""" Shut down the screen. """
self._screen_acquired = False
self.screen.close()
def quit(self):
""" Stop the presentation. """
self.presentation.set(quit=True)
self.presentation.set(go_duration=(1, 'frames'))