def run(self):
mod = Dragonfly_Module(self.mid, 0)
mod.ConnectToMMM(self.server)
for sub in self.subs:
print "subscribing to %s" % (sub)
mod.Subscribe(sub)
mod.SendModuleReady()
while (self.status()):
msg = CMessage()
rcv = mod.ReadMessage(msg, 0)
if rcv == 1:
if msg.GetHeader().msg_type in self.subs:
self.recv_msg(msg)
sleep(.001)
class RandomGen(object):
def __init__(self, config_file, mm_ip):
daq_config = self.load_config(config_file)
self.setup_daq(daq_config)
self.setup_dragonfly(mm_ip)
self.serial_no = 2
self.variable = 0 # 0 and 1 cause problems for LogReader
self.run()
def load_config(self, config_file):
cfg = SafeConfigParser()
cfg.read(config_file)
daq_config = Config()
daq_config.minV = cfg.getfloat('main', 'minV')
daq_config.maxV = cfg.getfloat('main', 'maxV')
daq_config.nsamp = cfg.getint('main', 'nsamp_per_chan_per_second')
daq_config.nchan = cfg.getint('main', 'nchan')
daq_config.nirq = self.freq = cfg.getint('main', 'nirq_per_second')
return daq_config
def setup_daq(self, daq_config):
self.daq_task = DAQInterface(self, daq_config)
self.daq_task.register_callback(self.on_daq_callback)
print "DrAQonfly: DAQ configured"
def setup_dragonfly(self, mm_ip):
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(mm_ip)
self.mod.Subscribe(MT_EXIT)
self.mod.Subscribe(rc.MT_PING)
self.mod.SendModuleReady()
print "DrAQonfly: connected to dragonfly"
def on_daq_callback(self, data):
mdf = rc.MDF_PLOT_POSITION()
self.serial_no += 1
mdf.tool_id = 0
mdf.missing = 0
self.variable += 1
mdf.xyz[:] = np.array([self.variable] * 3)
mdf.ori[:] = np.array(
[self.variable] * 4
) # will work but need!!! reading modules to know the format of buffer
#mdf.buffer[data.size:] = -1
msg = CMessage(rc.MT_PLOT_POSITION)
copy_to_msg(mdf, msg)
self.mod.SendMessage(msg)
print self.variable
sys.stdout.write('|')
sys.stdout.flush()
# now check for exit message
in_msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0)
if rcv == 1:
hdr = msg.GetHeader()
msg_type = hdr.msg_type
dest_mod_id = hdr.dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id
== self.mod.GetModuleID()):
print "Received MT_EXIT, disconnecting..."
self.daq_task.StopTask()
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
self.stop()
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'RandomGen')
def run(self):
self.daq_task.StartTask()
print "!"
while True:
pass
def stop(self):
self.daq_task.StopTask()
self.daq_task.ClearTask()
class Display(ColorLayer):
is_event_handler = True
def __init__(self):
super(Display, self).__init__(180, 180, 180, 255)
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM()
self.mod.Subscribe(rc.MT_TASK_STATE_CONFIG)
self.mod.Subscribe(rc.MT_INPUT_DOF_DATA)
self.mod.Subscribe(rc.MT_COMBO_WAIT)
self.mod.Subscribe(rc.MT_TRIAL_CONFIG)
self.mod.Subscribe(rc.MT_END_TASK_STATE)
self.mod.Subscribe(rc.MT_PING)
self.mod.Subscribe(rc.MT_RT_POSITION_FEEDBACK)
self.msg = CMessage()
self.timer_sec = 0
self.timer_min = 0
self.transformationType = 0
dims = director.get_window_size()
self.width = dims[0]
self.height = dims[1]
self.oldWidth = 1280
self.oldHeight = 1024
self.blank_display = False
self.position_bar = Polygon(v=[(20, 455), (20, 565), (1260, 565),
(1260, 455)],
color=(0.05, 0.05, 0.05, 1),
stroke=0)
self.resizePolygon(self.position_bar)
self.tgt_window = Polygon(v=[(0, 0), (0, 0), (0, 0), (0, 0)],
color=(0, 0.6, 0.2, 1),
stroke=0)
self.resizePolygon(self.tgt_window)
self.pos_fdbk = Polygon(v=[(20, 405), (20, 615), (28, 615), (28, 405)],
color=(0, 0.2, 1.0, 1),
stroke=0)
self.resizePolygon(self.pos_fdbk)
self.pos_fdbk_txt = pyglet.text.Label('',
font_name='times new roman',
font_size=32,
color=(0, 0, 0, 255),
width=250,
bold=True,
x=1140,
y=40)
self.combo_wait_txt = pyglet.text.Label('',
font_name='times new roman',
font_size=32,
color=(255, 255, 255, 255),
width=250,
bold=True,
x=478,
y=840)
self.score_txt = pyglet.text.Label('',
font_name='times new roman',
font_size=36,
color=(0, 0, 0, 255),
width=250,
bold=True,
x=500,
y=240)
self.reward_txt = pyglet.text.Label('',
font_name='times new roman',
font_size=22,
color=(0, 0, 0, 255),
width=250,
bold=True,
x=475,
y=120)
self.reset_score()
self.schedule_interval(self.update, 0.01)
# def timer_count_down(self, dt):
# self.timer_sec -= 1
#
# if self.timer_sec < 0:
# if self.timer_min > 0:
# self.timer_min -= 1
# self.timer_sec = 59
# else:
# self.unschedule(self.timer_count_down)
# self.combo_wait_txt.text = ''
# self.screen_on()
# return
#
# self.combo_wait_txt.text = 'Relax Time %d:%02d' % (self.timer_min, self.timer_sec)
#
# if self.timer_min == 0 and self.timer_sec <= 5 and self.timer_sec > 0:
# winsound.PlaySound(os.path.join(os.environ.get('ROBOT_CONFIG'), 'default', 'gocue.wav'), winsound.SND_FILENAME | winsound.SND_ASYNC)
def resizePolygon(self, polygon):
for i in xrange(4):
polygon.v[i] = (polygon.v[i][0] * self.width / self.oldWidth,
polygon.v[i][1] * self.height / self.oldHeight)
def reset_score(self):
self.score = 0
self.score_force_level = 0
self.score_target_dist = 999
self.score_force_mult = 0
self.score_target_mult = 0
self.score_txt.text = "Score: %d" % self.score
self.reward_txt.text = ""
def update_reward(self):
reward = self.score_force_mult * self.score_target_mult
pts = "points"
if reward == 1:
pts = "point"
self.reward_txt.text = "Current Reward: %d %s" % (reward, pts)
def increment_score(self):
self.score += 1 #self.score_force_mult * self.score_target_mult
self.score_txt.text = "Score: %d" % self.score
def screen_off(self):
self.color = (0, 0, 0)
self.blank_display = True
def screen_on(self):
self.blank_display = False
self.color = (180, 180, 180)
def update(self, dt):
while True:
rcv = self.mod.ReadMessage(self.msg, 0)
if rcv == 1:
hdr = self.msg.GetHeader()
msg_type = hdr.msg_type
if msg_type == rc.MT_PING:
self.reset_score()
elif msg_type == rc.MT_INPUT_DOF_DATA:
mdf = rc.MDF_INPUT_DOF_DATA()
copy_from_msg(mdf, self.msg)
if mdf.tag == 'carduinoIO':
fdbk = 5 - mdf.dof_vals[
7] # invert to match phyiscal setup
x_pos = int((fdbk * (MAX_WIDTH - 2 * OFFSET)) / 5.0)
x_pos += 20
self.pos_fdbk_txt.text = "%.2f V" % fdbk
self.pos_fdbk.v[0] = (x_pos, 405)
self.pos_fdbk.v[1] = (x_pos, 615)
self.pos_fdbk.v[2] = (x_pos + 8, 615)
self.pos_fdbk.v[3] = (x_pos + 8, 405)
# if msg_type == rc.MT_FORCE_SENSOR_DATA:
# mdf = rc.MDF_FORCE_SENSOR_DATA()
# copy_from_msg(mdf, self.msg)
#
# x_fdbk = mdf.data[0]
# x_fdbk_width = int((x_fdbk / MAX_FDBK) * MAX_WIDTH)
elif msg_type == rc.MT_RT_POSITION_FEEDBACK: # updates real time position of handle on screen receives messages from cube_sphere while loop
mdf = rc.MDF_RT_POSITION_FEEDBACK()
copy_from_msg(mdf, self.msg)
x_pos = mdf.distanceFromCenter
x_pos += 20
self.pos_fdbk.v[0] = (x_pos, 405)
self.pos_fdbk.v[1] = (x_pos, 615)
self.pos_fdbk.v[2] = (x_pos + 8, 615)
self.pos_fdbk.v[3] = (x_pos + 8, 405)
self.resizePolygon(self.pos_fdbk)
self.transformPolygon(self.pos_fdbk,
self.transformationType)
elif msg_type == rc.MT_COMBO_WAIT:
mdf = rc.MDF_COMBO_WAIT()
copy_from_msg(mdf, self.msg)
print mdf.duration
duration = mdf.duration / 1000 # convert to seconds
self.timer_sec = duration % 60
self.timer_min = duration / 60
self.screen_off()
self.schedule_interval(self.timer_count_down, 1)
elif msg_type == rc.MT_TRIAL_CONFIG:
self.unschedule(self.timer_count_down)
self.combo_wait_txt.text = ''
self.screen_on()
elif msg_type == rc.MT_END_TASK_STATE:
mdf = rc.MDF_END_TASK_STATE()
#copy_from_msg(mdf, self.msg)
read_msg_data(mdf, self.msg)
print mdf.id, mdf.outcome
if (mdf.id == REWARD_TS) and (mdf.outcome == 1):
self.increment_score()
if (mdf.id in [2, 3, 4]) and (mdf.outcome == 0):
print "screen off"
self.screen_off()
elif msg_type == rc.MT_TASK_STATE_CONFIG:
mdf = rc.MDF_TASK_STATE_CONFIG()
copy_from_msg(mdf, self.msg)
if mdf.background_color == 'gray':
self.color = (180, 180, 180)
elif mdf.background_color == 'red':
self.color = (150, 12, 12)
elif mdf.background_color == 'green':
self.color = (0, 150, 50)
if mdf.fdbk_display_color == 'gray':
self.tgt_window.color = (0.3, 0.3, 0.3, 1)
elif mdf.fdbk_display_color == 'yellow':
self.increment_score()
self.tgt_window.color = (0.5, 0.5, 0.0, 1)
elif mdf.fdbk_display_color == 'green':
self.tgt_window.color = (0.0, 0.6, 0.2, 1)
elif mdf.fdbk_display_color == 'red':
self.tgt_window.color = (0.6, 0.05, 0.05, 1)
if not math.isnan(
mdf.direction) and mdf.direction in range(
-1, 3
) and not mdf.direction == self.transformationType:
self.position_bar.v = [(20, 455), (20, 565),
(1260, 565), (1260, 455)]
self.resizePolygon(self.position_bar)
self.transformPolygon(self.position_bar, mdf.direction)
self.transformPolygon(self.pos_fdbk, mdf.direction)
self.transformationType = mdf.direction
if not (math.isnan(mdf.target[0])) and not (math.isnan(
mdf.target[1])):
x_tgt_lo = mdf.target[0] + 20
x_tgt_hi = mdf.target[1] + 20
self.tgt_window.v[0] = (x_tgt_lo, 430)
self.tgt_window.v[1] = (x_tgt_lo, 590)
self.tgt_window.v[2] = (x_tgt_hi, 590)
self.tgt_window.v[3] = (x_tgt_hi, 430)
self.resizePolygon(self.tgt_window)
self.transformPolygon(self.tgt_window,
self.transformationType)
else:
break
def transformPolygon(self, polygon, transformationType):
for i in xrange(4):
polygon.v[i] = self.transformPoint(polygon.v[i],
transformationType)
def transformPoint(self, input_point, transformationType):
# tt values are determined by adding XorYorZ and UpOrDown
if transformationType == 0: # goes from left to right XorYorZ=1 UpOrDown=-1
return input_point
elif transformationType == 2: # goes from right to left XorYorZ=1 UpOrDown=1
return (self.width - input_point[0], input_point[1])
elif transformationType == -1: # backward XorYorZ=0 UpOrDown=-1
return (input_point[1], self.width - input_point[0])
elif transformationType == 1: # forwards XorYorZ=0 UpOrDown=1
return (input_point[1], input_point[0])
else:
print "unknown transform type"
#def on_key_release( self, keys, mod ):
def draw(self):
super(Display, self).draw()
if not self.blank_display:
self.position_bar.render()
self.tgt_window.render()
self.pos_fdbk.render()
#self.pos_fdbk_txt.draw()
self.score_txt.draw()
self.reward_txt.draw()
self.combo_wait_txt.draw()
class PlotHead(threading.Thread):
def __init__(self, parent, config_file, server):#, parent):
#HasTraits.__init__(self)
threading.Thread.__init__(self)
self.daemon = True
self.count = 0
self.parent = parent
self.plot_vertex_vec = np.array([3,-2,2])
self.load_config(config_file)
self.setup_dragonfly(server)
self.start()
def load_config(self, config_file):
cfg = PyFileConfigLoader(config_file)
cfg.load_config()
self.config = cfg.config
self.filename = self.config.head_model
def process_message(self, msg):
# read a Dragonfly message
msg_type = msg.GetHeader().msg_type
dest_mod_id = msg.GetHeader().dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id == self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
return
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'PlotHead')
elif msg_type == rc.MT_PLOT_POSITION:
in_mdf = rc.MDF_PLOT_POSITION()
copy_from_msg(in_mdf, msg)
tail = np.array(in_mdf.xyz[:])*0.127 + (self.plot_vertex_vec)#Hotspot position
head = np.array(in_mdf.ori[:3])/4 #Vector head of coil, used to find ori
if np.any(np.isnan(tail)) == True:
pass
elif np.any(np.isnan(head)) == True:
pass
elif np.any(np.isinf(tail)) == True:
pass
elif np.any(np.isinf(head)) == True:
pass
else:
queue.put(np.vstack((head, tail)))
self.count=+1
print 'sent message'
elif msg_type == rc.MT_MNOME_STATE:
in_mdf = rc.MDF_MNOME_STATE()
copy_from_msg(in_mdf, msg)
if in_mdf.state == 0:
print 'got clear'
self.parent.reset = True
def setup_dragonfly(self, server):
subscriptions = [MT_EXIT, \
rc.MT_PING, \
rc.MT_PLOT_POSITION, \
rc.MT_MNOME_STATE]
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
for sub in subscriptions:
self.mod.Subscribe(sub)
self.mod.SendModuleReady()
print "Connected to Dragonfly at ", server
# def timer_event(self, parent):
def run(self):
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0)
if rcv == 1:
self.process_message(msg)
class RTFT(object):
def __init__(self, config_file, server):
self.load_config(config_file)
self.init_gui()
self.setup_dragonfly(server)
self.solo = True #false if executed from demigod executive file
self.RTFT_display = True #default = True. if message from executive, then use that value
self.state = -1 #-1= between trials 0 = outside target, 1 = close enough, waiting, 2 = close enough, hold time met
self.start_hold = time.time()
self.run()
def load_config(self, config_file): #Default config file is RTFT_CONFIG
self.config = SafeConfigParser()
self.config.read(config_file)
self.rate = float(self.config.get('main', 'rate'))
self.target_vector = [
float(x)
for x in self.config.get('main', 'target_vector').split(" ")
]
self.target_color = [
float(x)
for x in self.config.get('main', 'target_color').split(" ")
]
self.target_rad = float(self.config.get('main', 'target_radius'))
self.ball_rad = float(self.config.get('main', 'cursor_radius'))
self.ball_color = [
float(x)
for x in self.config.get('main', 'cursor_color').split(" ")
]
self.max_factor = float(self.config.get('main', 'max_factor'))
self.force_scale = float(self.config.get('main', 'force_scale'))
self.threshold = float(self.config.get('main', 'threshold'))
self.hold_time = float(self.config.get('main', 'hold_time'))
def setup_dragonfly(self, server):
subscriptions = [MT_EXIT, \
rc.MT_PING, \
rc.MT_FT_DATA, \
rc.MT_FT_COMPLETE, \
rc.MT_RTFT_CONFIG]
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
for sub in subscriptions:
self.mod.Subscribe(sub)
self.mod.SendModuleReady()
print "Connected to Dragonfly at ", server
def init_gui(self):
# Is the orientation matrix missing here????
self.length = 100
wallR = box(pos=vector(self.length / 2., 0, 0),
size=(0.2, self.length, self.length),
color=color.green)
wallB = box(pos=vector(0, 0, -self.length / 2.),
size=(self.length, self.length, 0.2),
color=color.white)
wallDown = box(pos=vector(0, -self.length / 2., 0),
size=(self.length, 0.2, self.length),
color=color.red)
wallUp = box(pos=vector(0, self.length / 2., 0),
size=(self.length, 0.2, self.length),
color=color.white)
wallL = box(pos=vector(-self.length / 2., 0, 0),
size=(0.2, self.length, self.length),
color=color.blue)
self.unit_target = self.target_vector / np.linalg.norm(
self.target_vector)
self.target_position = np.array(
self.unit_target) * self.max_factor * self.force_scale
self.ball = sphere(pos=[0, 0, 0],
radius=self.ball_rad,
color=self.ball_color)
self.target = sphere(pos=self.target_position,
radius=self.target_rad,
color=self.target_color)
self.shadow_cursor = ring(pos=[0, -self.length / 2, 0],
axis=(0, 10, 0),
radius=self.ball_rad,
thickness=1,
color=[0.25, 0.25, 0.25])
self.shadow_target = ring(pos=[
self.target_position[0], -self.length / 2, self.target_position[2]
],
axis=(0, 10, 0),
radius=self.ball_rad,
thickness=1,
color=[0.25, 0.25, 0.25])
def run(self):
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, -1)
if rcv == 1:
msg_type = msg.GetHeader().msg_type
dest_mod_id = msg.GetHeader().dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id
== self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
self.pi.ser.close()
break
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'RTFT_iso')
else:
self.process_msg(msg)
def process_msg(self, in_msg):
header = in_msg.GetHeader()
if header.msg_type == rc.MT_FT_DATA:
mdf = rc.MDF_FT_DATA()
copy_from_msg(mdf, in_msg)
rate(self.rate)
self.ball.pos = vector(mdf.F[0:3])
self.shadow_cursor.pos = vector(
[mdf.F[0], -self.length / 2, mdf.F[2]])
self.unit_target = np.array(self.target_vector) / np.linalg.norm(
self.target_vector)
self.target_position = np.array(
self.unit_target) * self.max_factor * self.force_scale
self.target.pos = self.target_position
self.shadow_target.pos = [
self.target_position[0], -self.length / 2,
self.target_position[2]
]
distance = [a - b for a, b in zip(self.ball.pos, self.target.pos)]
if (distance[0]**2 + distance[1]**2 + distance[2]**2)**(
1 / 2.) >= self.threshold and self.RTFT_display:
self.ball.color = self.ball_color
self.state = 0
elif (distance[0]**2 + distance[1]**2 + distance[2]**2)**(
1 / 2.) < self.threshold and self.RTFT_display:
if self.state == 0: # if previous sample was outside radius, and now we're inside...
self.start_hold = time.time()
self.state = 1
self.ball.color = color.orange
else:
if time.time() > (self.start_hold + self.hold_time):
self.ball.color = color.green
self.target.visible = False
self.shadow_target.visible = False
self.state = 2
out_mdf = rc.MDF_FT_COMPLETE()
out_mdf.FT_COMPLETE = self.state
out_mdf.sample_header = mdf.sample_header
msg = CMessage(rc.MT_FT_COMPLETE)
copy_to_msg(out_mdf, msg)
self.mod.SendMessage(msg)
else:
self.state = 1
self.ball.color = color.orange
else:
self.state = -1
if self.state == 2 and self.solo: #if no executive file
self.target.pos = [
float(x) for x in [
np.random.rand(1, 1) * self.max_factor *
self.force_scale,
np.random.rand(1, 1) * self.max_factor *
self.force_scale,
np.random.rand(1, 1) * self.max_factor *
self.force_scale
]
]
self.shadow_target.pos = [
self.target.pos[0], -self.length / 2, self.target.pos[2]
]
sys.stdout.write(
"%7.4f, %5d, %16.2f\n" %
(mdf.F[2], self.state,
(self.start_hold + self.hold_time) - time.time()))
#msg_str = "%7.4f " * 6 + "\n"
#sys.stdout.write(msg_str % (mdf.F[0], mdf.F[1], mdf.F[2],
# mdf.T[0], mdf.T[1], mdf.T[2]))
sys.stdout.flush()
elif header.msg_type == rc.MT_RTFT_CONFIG:
mdf = rc.MDF_RTFT_CONFIG()
copy_from_msg(mdf, in_msg)
self.max_factor = mdf.max_factor
self.RTFT_display = mdf.RTFT_display
self.target_vector = mdf.target_vector[:]
self.ball.visible = mdf.cursor_visible
self.target.visible = mdf.target_visible
self.shadow_target.visible = mdf.shadow_target_visible
self.shadow_cursor.visible = mdf.shadow_cursor_visible
self.ball_color = [1, 0, 0]
self.solo = False
class BackgroundProcess(threading.Thread):
def __init__(self, parent, config_file, server):
threading.Thread.__init__(self)
self.load_config(config_file)
self.parent = parent
self.collect_count = 0
self.hotspot_count = 0
self.TMS_trigger = False
self.new_hotspot_data = False
self.new_collect_data = False
self.ext_trig = False
self.daemon = True
self.setup_dragonfly(server)
self.ext_trig = dit.DAQOut()
self.setup_buffers()
self.start()
def load_config(self, config_file):
cfg = SafeConfigParser()
cfg.read(config_file)
self.config = Config()
#daq_config.minV = cfg.getfloat('main', 'minV')
#daq_config.maxV = cfg.getfloat('main', 'maxV')
self.config.nsamp = cfg.getint('main', 'nsamp_per_chan_per_second')
self.config.nchan = cfg.getint('main', 'nchan')
self.config.nemg = cfg.getint('main', 'nemg')
self.config.nirq = self.freq = cfg.getint('main', 'nirq_per_second')
self.config.pre_trig = cfg.getfloat('main', 'pre_trigger')
self.config.trig_chan = cfg.getfloat('main', 'trig_chan')
self.config.perchan = self.config.nsamp / self.config.nirq
self.config.npt = self.config.nsamp * self.config.nchan / self.config.nirq
self.config.pre_trig_samp = self.config.pre_trig * self.config.nsamp
assert((self.config.nsamp * self.config.nchan) % self.config.nirq == 0)
assert(self.config.nsamp % self.config.nirq == 0)
def setup_dragonfly(self, server):
subscriptions = [MT_EXIT, \
rc.MT_PING, \
rc.MT_DAQ_DATA, \
rc.MT_SAMPLE_GENERATED, \
rc.MT_TMS_TRIGGER]
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
for sub in subscriptions:
self.mod.Subscribe(sub)
self.mod.SendModuleReady()
print "Connected to Dragonfly at ", server
def setup_buffers(self):
self.cols = 2
self.rows = self.config.nemg / self.cols
self.npt = 2500
self.old_data = np.zeros((self.config.nchan, self.npt+300)) # bigger to account for variable trig location in buffer
self.new_data = np.zeros((self.config.nchan, self.npt+300))
self.collect_data = np.zeros((self.config.nemg, self.npt))
self.hotspot_data = np.zeros((self.config.nemg, self.npt))
def run(self):
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0)
if rcv == 1:
# read a Dragonfly message
msg_type = msg.GetHeader().msg_type
dest_mod_id = msg.GetHeader().dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id == self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
return
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'fast_display_rms')
else:
self.process_message(msg)
def process_message(self, msg):
msg_type = msg.GetHeader().msg_type
dest_mod_id = msg.GetHeader().dest_mod_id
if msg_type == rc.MT_TMS_TRIGGER:
self.ext_trig.run()
self.TMS_trigger = True
else:
# if it is a NiDAQ message from channels 0-7, plot the data
#self.counter += 1
if msg_type == rc.MT_DAQ_DATA:
#sys.stdout.write("*")
#sys.stdout.flush()
mdf = rc.MDF_DAQ_DATA()
copy_from_msg(mdf, msg)
# add data to data buffers (necessary, or just use graphics buffers?)
# update plots to new data buffers
buf = mdf.buffer
self.new_data[:,:-self.config.perchan] = self.old_data[:,self.config.perchan:]
for i in xrange(self.config.nchan):
#if i == 0:
# print mdf.buffer[perchan * i:perchan * (i + 1)].size
self.new_data[i, -self.config.perchan:] = buf[i:self.config.nchan * self.config.perchan:self.config.nchan]
self.old_data[:] = self.new_data[:]
if self.parent.current_tab == 'Collect':
if self.TMS_trigger:
if self.config.pre_trig_samp <= np.argmax(self.old_data[self.config.trig_chan, :] >= 3) <= (self.config.pre_trig_samp)+200:
self.trig_index = np.argmax(self.old_data[self.config.trig_chan, :] >= 3)
self.collect_data = self.old_data[:self.config.nemg, self.trig_index - self.config.pre_trig_samp:self.trig_index + self.npt - self.config.pre_trig_samp]
self.old_data = self.old_data * 0
self.new_data = self.new_data * 0
self.new_collect_data = True
self.TMS_trigger = False
if self.parent.current_tab == 'Hotspot':
if self.config.pre_trig_samp <= np.argmax(self.old_data[self.config.trig_chan, :] >= 3) <= self.config.pre_trig_samp+200:
self.trig_index = np.argmax(self.old_data[self.config.trig_chan, :] >= 3)
self.hotspot_data = self.old_data[:self.config.nemg, self.trig_index - self.config.pre_trig_samp:self.trig_index + self.npt - self.config.pre_trig_samp]
self.new_hotspot_data = True
self.old_data = self.old_data * 0
self.new_data = self.new_data * 0
class AppStarter(object):
def __init__(self, server):
self.setup_dragonfly(server)
self.run()
def setup_dragonfly(self, server):
self.host_name = platform.uname()[1]
self.host_os = platform.system()
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
self.mod.Subscribe(rc.MT_APP_START)
self.mod.Subscribe(rc.MT_PING)
self.mod.Subscribe(MT_EXIT)
self.mod.Subscribe(MT_KILL)
self.mod.SendModuleReady()
print "Connected to Dragonfly at", server
# this one is slightly different than the one in Common/python, leave this one here
def respond_to_ping(self, msg, module_name):
#print "PING received for '{0}'".format(p.module_name)
dest_mod_id = msg.GetHeader().dest_mod_id
p = rc.MDF_PING()
copy_from_msg(p, msg)
if (p.module_name.lower() == module_name.lower()) or (p.module_name == "*") or \
(dest_mod_id == self.mod.GetModuleID()):
mdf = rc.MDF_PING_ACK()
mdf.module_name = module_name + ":" + self.host_name # + ":" + self.host_os
msg_out = CMessage(rc.MT_PING_ACK)
copy_to_msg(mdf, msg_out)
self.mod.SendMessage(msg_out)
def run(self):
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0.1)
if rcv == 1:
msg_type = msg.GetHeader().msg_type
if msg_type == rc.MT_APP_START:
try:
mdf = rc.MDF_APP_START()
copy_from_msg(mdf, msg)
config = mdf.config
print "Config: %s" % config
# -- to do --
# get a list of all modules in appman.conf for this host
# see if any of the modules above are already/still running
# start non-running modules
# -- to do --
print "Creating scripts"
appman.create_script(config, self.host_name)
print "Starting modules on host: %s" % self.host_name
appman.run_script(self.host_name)
self.mod.SendSignal(rc.MT_APP_START_COMPLETE)
except Exception, e:
print "ERROR: %s" % (e)
elif msg_type == rc.MT_PING:
print 'got ping'
self.respond_to_ping(msg, 'AppStarter')
# we use this msg to stop modules individually
elif msg_type == MT_EXIT:
print 'got exit'
elif msg_type == MT_KILL:
print 'got kill'
appman.kill_modules()
class SampleGenerator(object):
def __init__(self, config_file, server):
self.serial_no = 2
self.freq = 50 # Hz
self.load_config(config_file)
self.setup_dragonfly(server)
self.run()
def load_config(self, config_file):
self.config = SafeConfigParser()
self.config.read(config_file)
triggers = self.config.get('main', 'triggers').split()
self.triggers = [eval('rc.MT_%s' % (x)) for x in triggers]
if not triggers:
freq = self.config.get('main', 'frequency')
if freq != '':
self.freq = self.config.getfloat('main', 'frequency')
print "Freq: %.2f" % (self.freq)
def setup_dragonfly(self, server):
self.mod = Dragonfly_Module(rc.MID_SAMPLE_GENERATOR, 0)
self.mod.ConnectToMMM(server)
self.mod.Subscribe(MT_EXIT)
self.mod.Subscribe(rc.MT_PING)
self.mod.Subscribe(rc.MT_SPM_SPIKECOUNT)
for trigger in self.triggers:
self.mod.Subscribe(trigger)
self.mod.SendModuleReady()
print "Connected to Dragonfly at", server
if platform.system() == "Windows":
# On Windows, the best timer is time.clock()
self.default_timer = time.clock
else:
# On most other platforms the best timer is time.time()
self.default_timer = time.time
def run(self):
self.delta_time_calc = self.default_timer() #time.time()
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0.001)
if rcv == 1:
hdr = msg.GetHeader()
msg_type = hdr.msg_type
dest_mod_id = hdr.dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id
== self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
break
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'SampleGenerator')
elif (msg_type == rc.MT_SPM_SPIKECOUNT):
msg_src_mod_id = hdr.src_mod_id
if msg_src_mod_id == rc.MID_SPM_MOD:
print "\n\n ** Detected SPM_SPIKECOUNT messages coming from SPM_MOD! Quitting..\n\n"
sys.exit(0)
else:
if len(self.triggers) > 0:
self.process_msg(msg)
else:
# if no triggers...
if len(self.triggers) == 0:
period = (1. / self.freq)
time_now = self.default_timer()
delta_time = period - (time_now - self.delta_time_calc)
#print "%f %f %f\n\n" % (time_now, self.delta_time_calc, delta_time)
if delta_time > 0:
time.sleep(delta_time)
self.delta_time_calc = self.delta_time_calc + period
self.send_sample_generated()
def process_msg(self, msg):
msg_type = msg.GetHeader().msg_type
if msg_type in self.triggers:
time_now = self.default_timer() #time.time()
delta_time = time_now - self.delta_time_calc
self.delta_time_calc = time_now
self.send_sample_generated()
def send_sample_generated(self):
sg = rc.MDF_SAMPLE_GENERATED()
self.serial_no += 1
sg.sample_header.SerialNo = self.serial_no
sg.sample_header.Flags = 0
sg.sample_header.DeltaTime = (1. / self.freq)
sg.source_timestamp = self.default_timer() #time.time()
sg_msg = CMessage(rc.MT_SAMPLE_GENERATED)
copy_to_msg(sg, sg_msg)
self.mod.SendMessage(sg_msg)
sys.stdout.write('|')
sys.stdout.flush()
class PlotHead(HasTraits):
scene = Instance(MlabSceneModel, ())
# The layout of the panel created by Traits
view = View(Item('scene',
editor=SceneEditor(),
resizable=True,
show_label=False),
resizable=True)
def __init__(self, config_file, server, parent):
HasTraits.__init__(self)
self.count = 0
self.parent = parent
self.pointer_position = np.zeros((1, 3))
self.head_data = np.zeros((1, 3))
self.load_config(config_file)
self.init_plot()
self.setup_dragonfly(server)
def load_config(self, config_file):
cfg = PyFileConfigLoader(config_file)
cfg.load_config()
self.config = cfg.config
self.filename = self.config.head_model
self.plate = self.config.tools.index('CB609')
self.marker = self.config.tools.index('CT315')
self.glasses = self.config.tools.index('ST568')
self.pointer = self.config.tools.index('P717')
self.pointer_Ti = np.array(self.config.tool_list[self.pointer].Ti)
self.pointer_Qi = qa.norm(
np.array(self.config.tool_list[self.pointer].Qi))
self.pointer_Ni = np.array(self.config.tool_list[self.pointer].Ni)
self.pointer_Xi = self.pointer_Ni - self.pointer_Ti
self.tp = TP(self.pointer_Qi, self.pointer_Ni, self.pointer_Ti)
def init_plot(self):
'''
# create a window with 14 plots (7 rows x 2 columns)
## create a window with 8 plots (4 rows x 2 columns)
reader = tvtk.OBJReader()
reader.file_name = self.filename
mapper = tvtk.PolyDataMapper()
mapper.input = reader.output
actor = tvtk.Actor()
mapper.color_mode = 0x000000
actor.mapper = mapper
actor.orientation = (-90,180,0)
self.scene.add_actor(actor)
'''
self.plot = mlab.plot3d(0, 0, 0, color=(0, 0, 1))
self.plot2 = mlab.plot3d(0, 0, 0, color=(1, 0, 0))
self.pl = self.plot.mlab_source
self.pl2 = self.plot2.mlab_source
self.timer = wx.Timer(self.parent)
self.timer.Start(50)
self.parent.Bind(wx.EVT_TIMER, self.timer_event)
def process_message(self, msg):
# read a Dragonfly message
msg_type = msg.GetHeader().msg_type
dest_mod_id = msg.GetHeader().dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id == self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
return
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'PlotHead')
elif msg_type == rc.MT_POLARIS_POSITION:
in_mdf = rc.MDF_POLARIS_POSITION()
copy_from_msg(in_mdf, msg)
positions = np.asarray(in_mdf.xyz[:])
orientations = self.shuffle_q(np.asarray(in_mdf.ori[:]))
if in_mdf.tool_id == (self.pointer + 1):
Qf = qa.norm(orientations)
Qr = qa.mult(Qf, qa.inv(self.pointer_Qi)).flatten()
#find_nans(self.store_head, Qr, 'Qr')
Tk = positions
#find_nans(self.store_head, Tk, 'Tk')
tip_pos = (qa.rotate(Qr, self.pointer_Xi) + Tk).flatten()
self.pointer_position = np.append(self.pointer_position,
(tip_pos[np.newaxis, :]),
axis=0)
#self.pl.reset(x=self.pointer_position[:,0], y=self.pointer_position[:,1], z=self.pointer_position[:,2])
print("old=", tip_pos)
print("new=", self.tp.get_pos(orientations, positions)[0])
#elif in_mdf.tool_id == (self.glasses + 1):
# self.head_data = np.append(self.head_data, (head[np.newaxis,:]), axis=0)
# self.pl2.reset(x=self.head_data[:,0], y=self.head_data[:,1], z=self.head_data[:,2])
def setup_dragonfly(self, server):
subscriptions = [MT_EXIT, \
rc.MT_PING, \
rc.MT_POLARIS_POSITION]
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
for sub in subscriptions:
self.mod.Subscribe(sub)
self.mod.SendModuleReady()
print "Connected to Dragonfly at ", server
def timer_event(self, parent):
done = False
sys.stdout.flush()
while not done:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0)
if rcv == 1:
self.process_message(msg)
else:
done = True
def shuffle_q(self, q):
return np.roll(q, -1, axis=0)
class MplCanvas(FigureCanvas):
def __init__(self, parent=None, width=8, height=10, dpi=80):
self.parent = parent
self.redraw_yticks = True
self.figure = Figure(figsize=(width, height), dpi=dpi, facecolor='#bbbbbb')
FigureCanvas.__init__(self, self.figure)
self.setParent(parent)
FigureCanvas.setSizePolicy(self,
QtGui.QSizePolicy.Expanding,
QtGui.QSizePolicy.Expanding)
FigureCanvas.updateGeometry(self)
def run(self, config_file, server):
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
self.msg_types = ['END_TASK_STATE', 'SESSION_CONFIG', 'EM_DECODER_CONFIGURATION']
self.msg_types.sort()
self.mod.Subscribe(MT_EXIT)
self.mod.Subscribe(rc.MT_PING)
for i in self.msg_types:
self.mod.Subscribe(eval('rc.MT_%s' % (i)))
self.mod.SendModuleReady()
print "Connected to Dragonfly at", server
print "mod_id = ", self.mod.GetModuleID()
self.config_file = config_file
self.load_config()
self.init_vars()
self.init_plot()
self.init_legend()
timer = QtCore.QTimer(self)
QtCore.QObject.connect(timer, QtCore.SIGNAL("timeout()"), self.timer_event)
timer.start(10)
def init_vars(self):
self.num_trials = 0
self.reset_counters()
self.msg_cnt = 0
self.console_disp_cnt = 0
def reset_counters(self):
self.trial_sync = 0
self.num_trials_postcalib = 0
self.num_trial_started_postcalib = 0
self.num_trial_givenup_postcalib = 0
self.num_trial_successful_postcalib = 0
self.shadow_num_trial_started_postcalib = 0
self.shadow_num_trial_givenup_postcalib = 0
self.shadow_num_trial_successful_postcalib = 0
self.started_window = []
self.givenup_window = []
self.success_window = []
self.shadow_started_window = []
self.shadow_givenup_window = []
self.shadow_success_window = []
self.percent_start = 0
self.percent_success = 0
self.percent_givenup = 0
self.hist_narrow_SUR = []
self.hist_narrow_GUR = []
self.hist_narrow_STR = []
self.hist_wide_SUR = []
self.hist_wide_GUR = []
self.hist_wide_STR = []
def update_gui_label_data(self):
self.parent.GALL.setText("%d" % self.num_trials_postcalib)
self.parent.GSTR.setText("%d" % self.num_trial_started_postcalib)
self.parent.GGUR.setText("%d" % self.num_trial_givenup_postcalib)
self.parent.GSUR.setText("%d" % self.num_trial_successful_postcalib)
#def reload_config(self):
# self.load_config()
# for ax in self.figure.axes:
# self.figure.delaxes(ax)
# self.figure.clear()
# self.draw()
# self.init_plot(True)
# self.init_legend()
# self.redraw_yticks = True
#def load_config(self):
# self.config = ConfigObj(self.config_file, unrepr=True)
def load_config(self):
self.config = SafeConfigParser()
self.config.read(self.config_file)
self.window_narrow = self.config.getint('general', 'window_narrow')
self.window_wide = self.config.getint('general', 'window_wide')
self.task_state_codes = {}
for k, v in self.config.items('task state codes'):
self.task_state_codes[k] = int(v)
def init_plot(self, clear=False):
self.nDims = 3
self.figure.subplots_adjust(bottom=.05, right=.98, left=.08, top=.98, hspace=0.07)
self.ax = []
self.old_size = []
self.ax_bkg = []
self.lines = []
ax = self.figure.add_subplot(1,1,1)
box = ax.get_position()
ax.set_position([box.x0, box.y0, box.width * 0.85, box.height])
self.reset_axis(ax)
self.draw()
bbox_width = ax.bbox.width
bbox_height = ax.bbox.height
if clear == True: # force to redraw
bbox_width = 0
bbox_height = 0
self.old_size.append( (bbox_width, bbox_height) )
self.ax_bkg.append(self.copy_from_bbox(ax.bbox))
self.colors = ['k', 'r', 'g']
self.styles = ['-', '-', '--']
for d in range(self.nDims):
for m in range(3):
line, = ax.plot([], [], self.colors[d]+self.styles[m], lw=1.5, aa=True, animated=True)
line.set_ydata([0, 0])
line.set_xdata([0, 1])
self.lines.append(line)
self.draw()
self.ax.append(ax)
def reset_axis(self, ax): #, label):
ax.grid(True)
ax.set_ylim(-1, 101)
ax.set_autoscale_on(False)
ax.get_xaxis().set_ticks([])
for tick in ax.get_yticklabels():
tick.set_fontsize(9)
def init_legend(self):
legnd = []
for d in range(self.nDims):
for m in range(3):
line = matplotlib.lines.Line2D([0,0], [0,0], color=self.colors[d], ls=self.styles[m], lw=1.5)
legnd.append(line)
legend_text = []
legend_text.append('STR')
legend_text.append('STR%d' % self.window_narrow)
legend_text.append('STR%d' % self.window_wide)
legend_text.append('GUR')
legend_text.append('GUR%d' % self.window_narrow)
legend_text.append('GUR%d' % self.window_wide)
legend_text.append('SUR')
legend_text.append('SUR%d' % self.window_narrow)
legend_text.append('SUR%d' % self.window_wide)
self.figure.legend(legnd, legend_text, loc = 'right', bbox_to_anchor=(1, 0.5),
frameon=False, labelspacing=1.5, prop={'size':'11'})
self.draw()
def timer_event(self):
done = False
while not done:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0)
if rcv == 1:
msg_type = msg.GetHeader().msg_type
# SESSION_CONFIG => start of session
if msg_type == rc.MT_SESSION_CONFIG:
#self.msg_cnt += 1
self.num_trials = 0
self.reset_counters()
self.update_gui_label_data()
# EM_DECODER_CONFIGURATION => end of an adaptation round
elif msg_type == rc.MT_EM_DECODER_CONFIGURATION:
#self.msg_cnt += 1
self.reset_counters()
self.update_gui_label_data()
# END_TASK_STATE => end of a task
elif msg_type == rc.MT_END_TASK_STATE:
#self.msg_cnt += 1
mdf = rc.MDF_END_TASK_STATE()
copy_from_msg(mdf, msg)
# need to know:
# begin task state code
# final task state code
# intertrial state code
if (mdf.id == 1):
self.trial_sync = 1
self.shadow_started_window.append(0)
if (mdf.id == self.task_state_codes['begin']) & (mdf.outcome == 1):
if self.trial_sync:
#print "*** trial started ***"
#self.rewards_given += 1
self.shadow_num_trial_started_postcalib += 1
self.shadow_success_window.append(0)
self.shadow_givenup_window.append(0)
self.shadow_started_window[-1] = 1
if mdf.reason == "JV_IDLE_TIMEOUT":
if self.trial_sync:
self.shadow_num_trial_givenup_postcalib += 1
self.shadow_givenup_window[-1] = 1
if (mdf.id == self.task_state_codes['final']) & (mdf.outcome == 1):
if self.trial_sync:
#print "*** trial complete and successful"
self.shadow_num_trial_successful_postcalib += 1
self.shadow_success_window[-1] = 1
if (mdf.id == self.task_state_codes['intertrial']):
if self.trial_sync:
# do end-of-trial stuff here
self.num_trials += 1
self.num_trials_postcalib += 1
self.num_trial_started_postcalib = self.shadow_num_trial_started_postcalib
self.num_trial_successful_postcalib = self.shadow_num_trial_successful_postcalib
self.num_trial_givenup_postcalib = self.shadow_num_trial_givenup_postcalib
if len(self.shadow_success_window) > self.window_wide: #self.window_narrow:
self.shadow_success_window.pop(0)
if len(self.shadow_givenup_window) > self.window_wide: #self.window_narrow:
self.shadow_givenup_window.pop(0)
if len(self.shadow_started_window) > self.window_wide: #self.window_narrow:
self.shadow_started_window.pop(0)
self.success_window = copy.deepcopy(self.shadow_success_window)
self.started_window = copy.deepcopy(self.shadow_started_window)
self.givenup_window = copy.deepcopy(self.shadow_givenup_window)
if self.num_trials_postcalib > 0:
self.percent_start = 100 * self.num_trial_started_postcalib / self.num_trials_postcalib
self.percent_givenup = 100 * self.num_trial_givenup_postcalib / self.num_trials_postcalib
self.percent_success = 100 * self.num_trial_successful_postcalib / self.num_trials_postcalib
percent_success_wide_window = np.NAN
if len(self.success_window) >= self.window_wide:
num_success_window = np.sum(self.success_window)
percent_success_wide_window = 100 * num_success_window / len(self.success_window)
percent_givenup_wide_window = np.NAN
if len(self.givenup_window) >= self.window_wide:
num_givenup_window = np.sum(self.givenup_window)
percent_givenup_wide_window = 100 * num_givenup_window / len(self.givenup_window)
percent_started_wide_window = np.NAN
if len(self.started_window) >= self.window_wide:
num_started_window = np.sum(self.started_window)
percent_started_wide_window = 100 * num_started_window / len(self.started_window)
percent_success_narrow_window = np.NAN
if len(self.success_window) >= self.window_narrow:
success_window_narrow = self.success_window[len(self.success_window)-self.window_narrow:]
num_success_window = np.sum(success_window_narrow)
percent_success_narrow_window = 100 * num_success_window / len(success_window_narrow)
percent_givenup_narrow_window = np.NAN
if len(self.givenup_window) >= self.window_narrow:
givenup_window_narrow = self.givenup_window[len(self.givenup_window)-self.window_narrow:]
num_givenup_window = np.sum(givenup_window_narrow)
percent_givenup_narrow_window = 100 * num_givenup_window / len(givenup_window_narrow)
if len(self.started_window) >= self.window_narrow:
started_window_narrow = self.started_window[len(self.started_window)-self.window_narrow:]
num_started_window = np.sum(started_window_narrow)
percent_started_narrow_window = 100 * num_started_window / len(started_window_narrow)
self.hist_narrow_STR.append(percent_started_narrow_window)
self.hist_narrow_SUR.append(percent_success_narrow_window)
self.hist_narrow_GUR.append(percent_givenup_narrow_window)
self.hist_wide_STR.append(percent_started_wide_window)
self.hist_wide_SUR.append(percent_success_wide_window)
self.hist_wide_GUR.append(percent_givenup_wide_window)
self.update_gui_label_data()
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'TrialStatusDisplay')
elif msg_type == MT_EXIT:
self.exit()
done = True
else:
done = True
self.console_disp_cnt += 1
if self.console_disp_cnt == 50:
self.update_plot()
self.console_disp_cnt = 0
def update_plot(self):
#print "All trials : %d" % (self.num_trials_postcalib)
#print ""
#print "GSTR: ", self.percent_start
#print "GGUR: ", self.percent_givenup
#print "GSUR: ", self.percent_success
#print ""
#print "STR win: ", self.started_window
#print "GUP win: ", self.givenup_window
#print "SUC win: ", self.success_window
#print ""
#print "nSTR: ", self.hist_narrow_STR
#print "nGUR: ", self.hist_narrow_GUR
#print "nSUR :", self.hist_narrow_SUR
#print ""
#print "wSTR: ", self.hist_wide_STR
#print "wGUR: ", self.hist_wide_GUR
#print "wSUR :", self.hist_wide_SUR
#print ""
#print "Msg cnt : %d" % (self.msg_cnt)
#print "\n ----------------------- \n"
i = 0
ax = self.ax[i]
current_size = ax.bbox.width, ax.bbox.height
if self.old_size[i] != current_size:
self.old_size[i] = current_size
self.draw()
self.ax_bkg[i] = self.copy_from_bbox(ax.bbox)
self.restore_region(self.ax_bkg[i])
#if len(self.hist_narrow_STR) > 1:
if not self.hist_narrow_STR:
self.lines[0].set_ydata([self.percent_start, self.percent_start])
self.lines[0].set_xdata([0, 1])
ax.draw_artist(self.lines[0])
self.lines[3].set_ydata([self.percent_givenup, self.percent_givenup])
self.lines[3].set_xdata([0, 1])
ax.draw_artist(self.lines[3])
self.lines[6].set_ydata([self.percent_success, self.percent_success])
self.lines[6].set_xdata([0, 1])
ax.draw_artist(self.lines[6])
else:
ax.set_xlim(0, len(self.hist_narrow_STR)-1)
for k in range(0,9):
self.lines[k].set_xdata(range(len(self.hist_narrow_STR)))
self.lines[0].set_ydata([self.percent_start, self.percent_start])
self.lines[0].set_xdata([0, len(self.hist_narrow_STR)])
self.lines[1].set_ydata(self.hist_narrow_STR)
self.lines[2].set_ydata(self.hist_wide_STR)
###
self.lines[3].set_ydata([self.percent_givenup, self.percent_givenup])
self.lines[3].set_xdata([0, len(self.hist_narrow_STR)])
self.lines[4].set_ydata(self.hist_narrow_GUR)
self.lines[5].set_ydata(self.hist_wide_GUR)
###
self.lines[6].set_ydata([self.percent_success, self.percent_success])
self.lines[6].set_xdata([0, len(self.hist_narrow_STR)])
self.lines[7].set_ydata(self.hist_narrow_SUR)
self.lines[8].set_ydata(self.hist_wide_SUR)
for k in range(0,9):
ax.draw_artist(self.lines[k])
self.blit(ax.bbox)
# need to redraw once to update y-ticks
if self.redraw_yticks == True:
self.draw()
self.redraw_yticks = False
def exit(self):
print "exiting"
self.parent.exit_app()
def stop(self):
print 'disconnecting'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
class TrialStatus(object):
def __init__(self, config_file, server):
self.load_config(config_file)
self.msg_nums = [eval('rc.MT_%s' % (x)) for x in self.msg_types]
self.trial_sync = 0
self.num_trials = 0
self.num_trials_postcalib = 0
self.num_trial_started_postcalib = 0
self.num_trial_successful_postcalib = 0
self.num_trial_givenup_postcalib = 0
self.success_window = []
self.started_window = []
self.givenup_window = []
self.shadow_num_trial_started_postcalib = 0
self.shadow_num_trial_successful_postcalib = 0
self.shadow_num_trial_givenup_postcalib = 0
self.shadow_success_window = []
self.shadow_started_window = []
self.shadow_givenup_window = []
self.last_time = time()
self.setup_dragonfly(server)
#self.rewards_given = 0
#self.prev_rewards_given = 0
self.run()
def load_config(self, config_file):
self.config = SafeConfigParser()
self.config.read(config_file)
self.msg_types = [
'END_TASK_STATE', 'SESSION_CONFIG', 'EM_DECODER_CONFIGURATION'
] #'GIVE_REWARD'
self.msg_types.sort()
self.window_len = self.config.getint('general', 'window_len')
self.task_state_codes = {}
for k, v in self.config.items('task state codes'):
self.task_state_codes[k] = int(v)
def setup_dragonfly(self, server):
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
self.mod.Subscribe(MT_EXIT)
self.mod.Subscribe(rc.MT_PING)
for i in self.msg_types:
self.mod.Subscribe(eval('rc.MT_%s' % (i)))
self.mod.SendModuleReady()
print "Connected to RTMA at", server
def run(self):
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0.1)
if rcv == 1:
msg_type = msg.GetHeader().msg_type
dest_mod_id = msg.GetHeader().dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id
== self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
break
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'TrialStatus')
else:
self.process_message(msg)
this_time = time()
self.diff_time = this_time - self.last_time
if self.diff_time > 1.:
self.last_time = this_time
self.write()
def reset_counters(self):
self.trial_sync = 0
self.num_trials_postcalib = 0
self.num_trial_started_postcalib = 0
self.num_trial_givenup_postcalib = 0
self.num_trial_successful_postcalib = 0
self.shadow_num_trial_started_postcalib = 0
self.shadow_num_trial_givenup_postcalib = 0
self.shadow_num_trial_successful_postcalib = 0
self.started_window = []
self.givenup_window = []
self.success_window = []
self.shadow_started_window = []
self.shadow_givenup_window = []
self.shadow_success_window = []
def process_message(self, in_msg):
msg_type = in_msg.GetHeader().msg_type
if not msg_type in self.msg_nums:
return
# SESSION_CONFIG => start of session
if msg_type == rc.MT_SESSION_CONFIG:
self.num_trials = 0
self.reset_counters()
# EM_DECODER_CONFIGURATION => end of an adaptation round
elif msg_type == rc.MT_EM_DECODER_CONFIGURATION:
self.reset_counters()
# END_TASK_STATE => end of a task
elif msg_type == rc.MT_END_TASK_STATE:
mdf = rc.MDF_END_TASK_STATE()
copy_from_msg(mdf, in_msg)
# need to know:
# begin task state code
# final task state code
# intertrial state code
if (mdf.id == 1):
self.trial_sync = 1
self.shadow_started_window.append(0)
if (mdf.id == self.task_state_codes['begin']) & (mdf.outcome == 1):
if self.trial_sync:
#print "*** trial started ***"
#self.rewards_given += 1
self.shadow_num_trial_started_postcalib += 1
self.shadow_success_window.append(0)
self.shadow_givenup_window.append(0)
self.shadow_started_window[-1] = 1
if mdf.reason == "JV_IDLE_TIMEOUT":
if self.trial_sync:
self.shadow_num_trial_givenup_postcalib += 1
self.shadow_givenup_window[-1] = 1
if (mdf.id == self.task_state_codes['final']) & (mdf.outcome == 1):
if self.trial_sync:
#print "*** trial complete and successful"
self.shadow_num_trial_successful_postcalib += 1
self.shadow_success_window[-1] = 1
if (mdf.id == self.task_state_codes['intertrial']):
if self.trial_sync:
# do end-of-trial stuff here
self.num_trials += 1
self.num_trials_postcalib += 1
self.num_trial_started_postcalib = self.shadow_num_trial_started_postcalib
self.num_trial_successful_postcalib = self.shadow_num_trial_successful_postcalib
self.num_trial_givenup_postcalib = self.shadow_num_trial_givenup_postcalib
if len(self.shadow_success_window) > self.window_len:
self.shadow_success_window.pop(0)
if len(self.shadow_givenup_window) > self.window_len:
self.shadow_givenup_window.pop(0)
if len(self.shadow_started_window) > self.window_len:
self.shadow_started_window.pop(0)
self.success_window = copy.deepcopy(
self.shadow_success_window)
self.started_window = copy.deepcopy(
self.shadow_started_window)
self.givenup_window = copy.deepcopy(
self.shadow_givenup_window)
def write(self):
percent_start = percent_success = percent_givenup = 0
percent_success_window = num_success_window = 0
percent_started_window = num_started_window = 0
percent_givenup_window = num_givenup_window = 0
if self.num_trials_postcalib > 0:
percent_start = 100 * self.num_trial_started_postcalib / self.num_trials_postcalib
percent_givenup = 100 * self.num_trial_givenup_postcalib / self.num_trials_postcalib
percent_success = 100 * self.num_trial_successful_postcalib / self.num_trials_postcalib
if len(self.success_window) > 0:
num_success_window = np.sum(self.success_window)
percent_success_window = 100 * num_success_window / len(
self.success_window)
if len(self.started_window) > 0:
num_started_window = np.sum(self.started_window)
percent_started_window = 100 * num_started_window / len(
self.started_window)
if len(self.givenup_window) > 0:
num_givenup_window = np.sum(self.givenup_window)
percent_givenup_window = 100 * num_givenup_window / len(
self.givenup_window)
print "All trials : %d\n" % (self.num_trials_postcalib)
print "Started trials : %d (%0.0f%%)" % (
self.num_trial_started_postcalib, percent_start)
print "Given-up trials : %d (%0.0f%%)" % (
self.num_trial_givenup_postcalib, percent_givenup)
print "Success trials : %d (%0.0f%%)\n" % (
self.num_trial_successful_postcalib, percent_success)
print "Started trials out of last %d\t\t: %d (%0.0f%%)" % (len(
self.started_window), num_started_window, percent_started_window)
print "Given-up trials out of last started %d\t: %d (%0.0f%%)" % (len(
self.givenup_window), num_givenup_window, percent_givenup_window)
print "Success trials out of last started %d\t: %d (%0.0f%%)" % (len(
self.success_window), num_success_window, percent_success_window)
print ""
class MplCanvas(FigureCanvas):
subscriptions = [
rc.MT_PING, MT_EXIT, rc.MT_TASK_STATE_CONFIG, rc.MT_FORCE_SENSOR_DATA,
rc.MT_FORCE_FEEDBACK, rc.MT_END_TASK_STATE
]
def __init__(self, parent=None, width=8, height=10, dpi=80):
self.parent = parent
self.paused = False
self.LiveData = None
self.fdbk_actual_pos = None
self.tsc_mdf = None
self.ets_mdf = None
self.redraw_yticks = True
self.figure = Figure(figsize=(width, height),
dpi=dpi,
facecolor='#bbbbbb')
FigureCanvas.__init__(self, self.figure)
self.setParent(parent)
FigureCanvas.setSizePolicy(self, QtGui.QSizePolicy.Expanding,
QtGui.QSizePolicy.Expanding)
FigureCanvas.updateGeometry(self)
def init_judge_display(self):
N = self.config['config']['number_of_data_points']
self.nAccumPoints = 0
self.nScaleResetPoints = N * 2
self.LiveData = {
'ActualPos': {},
'ThreshUpper': {},
'ThreshLower': {},
'JudgingMethod': {},
'JudgingPolarity': {},
'max_scale': {},
'min_scale': {}
}
allDims = 6 # max possible number of dims
for d in range(allDims):
self.LiveData['ActualPos'][d] = np.zeros(N)
self.LiveData['ThreshUpper'][d] = nan_array(N)
self.LiveData['ThreshLower'][d] = nan_array(N)
self.LiveData['JudgingMethod'][d] = nan_array(N)
self.LiveData['JudgingPolarity'][d] = nan_array(N)
self.LiveData['max_scale'][d] = np.finfo(float).eps
self.LiveData['min_scale'][d] = -np.finfo(float).eps #
self.LiveData['TaskStateNo'] = np.zeros(N)
self.LiveData['TaskStateVerdict'] = np.ones(N)
def run(self, config_file, server):
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
for sub in self.subscriptions:
self.mod.Subscribe(sub)
self.mod.SendModuleReady()
print "Connected to Dragonfly at", server
self.config_file = config_file
self.load_config()
self.init_judge_display()
self.init_plot()
self.init_legend()
self.timer = QtCore.QTimer(self)
QtCore.QObject.connect(self.timer, QtCore.SIGNAL("timeout()"),
self.timer_event)
self.timer.start(10)
def update_scales(self, d):
min_data = np.nanmin(self.LiveData['ActualPos'][d])
if min_data < self.LiveData['min_scale'][d]:
self.LiveData['min_scale'][d] = min_data * 1.05
# add 5%
if self.auto_scale[d]:
self.redraw_yticks = True
#print 'update y lim - (', d, ')'
max_data = np.nanmax(self.LiveData['ActualPos'][d])
if max_data > self.LiveData['max_scale'][d]:
self.LiveData['max_scale'][d] = max_data * 1.05
# add 5%
if self.auto_scale[d]:
self.redraw_yticks = True
#print 'update y lim + (', d, ')'
def update_judging_data(self):
#self.nAccumPoints += 1
#if self.nAccumPoints == self.nScaleResetPoints:
# print 'global y lim update'
# self.nAccumPoints = 0
# for d in range(self.nDims):
# if self.auto_scale[d]:
# self.LiveData['max_scale'][d] = np.finfo(float).eps
# self.LiveData['min_scale'][d] = -np.finfo(float).eps
# this loop is so we can update plot data even if we haven't received any TASK_STATE_CONFIG messages
for i in range(self.nDims):
d = self.dims[i] - 1
actual_pos = self.fdbk_actual_pos[d]
self.LiveData['ActualPos'][d] = self.add_to_windowed_array(
self.LiveData['ActualPos'][d], actual_pos)
self.update_scales(d)
if self.tsc_mdf is None:
return
sep_threshold = np.array(self.tsc_mdf.sep_threshold, dtype=float)
dofs_to_judge = np.where(~np.isnan(sep_threshold) == True)[0]
# for i in range(self.nDims):
# d = self.dims[i] - 1
#
# threshU = np.NAN
# threshL = np.NAN
# method = np.NAN
# polarity = np.NAN
#
# if np.where(dofs_to_judge == d)[0].size > 0:
# thresh = self.tsc_mdf.sep_threshold[d]
# method = 2 #self.tsc_mdf.sep_threshold_judging_method[d]
# polarity = self.tsc_mdf.sep_threshold_judging_polarity[d]
#
# # invert polarities (because we plot "keep out" zones)
# if (polarity > 0) and (self.tsc_mdf.timed_out_conseq == 0):
# polarity = ~polarity & 3;
#
# ## judging_method: 1=distance (default), 2=absolute
# #if method == 1: # dist
# # target = self.tsc_mdf.target[d]
# # threshU = target + thresh
# # threshL = target - thresh
# #else: # abs
# threshU = thresh
#
# # insert new data to plotting arrays
# self.LiveData['ThreshUpper'][d] = self.add_to_windowed_array(self.LiveData['ThreshUpper'][d], threshU)
# self.LiveData['ThreshLower'][d] = self.add_to_windowed_array(self.LiveData['ThreshLower'][d], threshL)
# self.LiveData['JudgingMethod'][d] = self.add_to_windowed_array(self.LiveData['JudgingMethod'][d], method)
# self.LiveData['JudgingPolarity'][d] = self.add_to_windowed_array(self.LiveData['JudgingPolarity'][d], polarity)
self.LiveData['TaskStateNo'] = self.add_to_windowed_array(
self.LiveData['TaskStateNo'], self.tsc_mdf.id)
if self.ets_mdf is not None:
self.LiveData['TaskStateVerdict'][-2] = self.ets_mdf.outcome
self.LiveData['TaskStateVerdict'][-1] = self.ets_mdf.outcome
self.LiveData['TaskStateVerdict'] = self.add_to_windowed_array(
self.LiveData['TaskStateVerdict'], self.ets_mdf.outcome)
self.ets_mdf = None
else:
self.LiveData['TaskStateVerdict'] = self.add_to_windowed_array(
self.LiveData['TaskStateVerdict'], 1)
def add_to_windowed_array(self, arr, data):
arr = np.append(arr, data)
arr = np.delete(arr, 0)
return arr
def load_config(self):
self.config = ConfigObj(self.config_file, unrepr=True)
def reload_config(self):
self.load_config()
for ax in self.figure.axes:
self.figure.delaxes(ax)
self.figure.clear()
self.draw()
self.init_plot(True)
self.init_legend()
self.redraw_yticks = True
def timer_event(self):
done = False
while not done:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0)
if rcv == 1:
msg_type = msg.GetHeader().msg_type
if msg_type == rc.MT_TASK_STATE_CONFIG:
self.tsc_mdf = rc.MDF_TASK_STATE_CONFIG()
copy_from_msg(self.tsc_mdf, msg)
elif msg_type == rc.MT_FORCE_FEEDBACK:
mdf = rc.MDF_FORCE_FEEDBACK()
copy_from_msg(mdf, msg)
#self.fdbk_actual_pos = []
self.fdbk_actual_pos = [mdf.x, mdf.y, mdf.z, 0.0, 0.0, 0.0]
self.update_judging_data()
elif msg_type == rc.MT_FORCE_SENSOR_DATA:
mdf = rc.MDF_FORCE_SENSOR_DATA()
copy_from_msg(mdf, msg)
self.fdbk_actual_pos = []
self.fdbk_actual_pos.extend(mdf.data)
self.update_judging_data()
elif msg_type == rc.MT_END_TASK_STATE:
self.ets_mdf = rc.MDF_END_TASK_STATE()
copy_from_msg(self.ets_mdf, msg)
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'SimpleDisplay')
elif msg_type == MT_EXIT:
self.exit()
done = True
else:
done = True
self.update_plot()
def init_plot(self, clear=False):
self.figure.subplots_adjust(bottom=.05,
right=.98,
left=.08,
top=.98,
hspace=0.07)
active_dims = 0
if 'active_dims' in self.config['config']:
active_dims = self.config['config']['active_dims']
axis_labels = []
self.dims = []
if active_dims:
active_labels = ['x', 'y', 'z', 'rx', 'ry', 'rz']
for f in active_dims:
if (f > 0) and (f <= 6):
self.dims.append(f)
axis_labels.extend(
['#%d (%s)' % (f, active_labels[f - 1])])
else:
print "Warning: invalid dim specified: %d, skipping.." % f
self.nDims = len(active_dims)
self.xN = self.config['config']['number_of_data_points']
self.bg = self.config['marked_task_states'].keys()
self.max_scale = self.config['config']['max_scale']
self.min_scale = self.config['config']['min_scale']
if 'auto_scale' in self.config['config']:
self.auto_scale = self.config['config']['auto_scale']
else:
self.auto_scale = [0] * self.nDims
self.ax = []
self.old_size = []
self.ax_bkg = []
self.pos = []
self.zones = {}
self.zone_idx = []
for d in range(self.nDims):
ax = self.figure.add_subplot(self.nDims, 1, d + 1)
self.reset_axis(ax, axis_labels[d])
self.draw()
bbox_width = ax.bbox.width
bbox_height = ax.bbox.height
if clear == True:
# force to redraw
bbox_width = 0
bbox_height = 0
self.old_size.append((bbox_width, bbox_height))
self.ax_bkg.append(self.copy_from_bbox(ax.bbox))
line, = ax.plot([], [], 'k-', lw=1.0, aa=None, animated=True)
line.set_xdata(range(self.xN))
line.set_ydata([0.0] * self.xN)
self.pos.append(line)
self.draw()
self.zones[d] = []
self.zone_idx.append(0)
for z in range(60):
patch = ax.add_patch(
Polygon(
[[0, 1e-12], [1e-12, 0], [1e-12, 1e-12], [0, 1e-12]],
fc='none',
ec='none',
fill=True,
closed=True,
aa=None,
animated=True))
self.zones[d].append(patch)
self.draw()
self.ax.append(ax)
def reset_axis(self, ax, label):
ax.grid(True)
ax.set_xlim(0, self.xN - 1)
ax.set_autoscale_on(False)
ax.set_ylabel(label, fontsize='small')
ax.get_xaxis().set_ticks([])
ax.yaxis.set_major_formatter(FormatStrFormatter('%.02f'))
for tick in ax.get_yticklabels():
tick.set_fontsize(9)
def init_legend(self):
legnd = []
line = matplotlib.lines.Line2D([0, 0], [0, 0], color='k')
legnd.append(line)
for d in range(len(self.bg)):
b_color = self.config['marked_task_states'][self.bg[d]]['color']
patch = Polygon([[0, 0], [0, 0], [0, 0], [0, 0]],
fc=b_color,
ec='none',
fill=True,
closed=True,
alpha=0.65)
legnd.append(patch)
self.figure.legend(legnd, ['Position'] + self.bg,
loc='lower center',
frameon=False,
ncol=20,
prop={'size': '11'},
columnspacing=.5)
self.draw()
def plot_bg_mask(self, ax, idx, x, mask, ylim, fc, ec, hatch, alpha):
# Find starts and ends of contiguous regions of true values in mask because
# we want just one patch object per contiguous region
_mask = np.asarray(np.insert(mask, 0, 0), dtype=int)
begin_indices = np.where(np.diff(_mask) == 1)[0]
_mask = np.asarray(np.append(mask, 0), dtype=int)
end_indices = np.where(np.diff(_mask) == -1)[0]
# Get DeltaX
dx = np.mean(np.diff(x))
# Get YLim if it was not given
if len(ylim) == 0:
ylim = ax.get_ylim()
z = self.zones[idx]
a = self.zone_idx[idx]
for i in range(len(begin_indices)):
b = begin_indices[i]
e = end_indices[i]
xb = x[b] - dx / 2
xe = x[e] + dx / 2
patch = z[a]
patch.set_xy([[xb, ylim[0]], [xe, ylim[0]], [xe, ylim[1]],
[xb, ylim[1]]])
patch.set_edgecolor(ec)
patch.set_facecolor(fc)
patch.set_hatch(hatch)
patch.set_alpha(alpha)
ax.draw_artist(patch)
a = a + 1
self.zone_idx[idx] = a
def update_plot(self):
if self.paused == False:
LiveData = self.LiveData
else:
LiveData = self.PausedData
for i in range(self.nDims):
ax = self.ax[i]
d = self.dims[i] - 1
current_size = ax.bbox.width, ax.bbox.height
if self.old_size[i] != current_size:
self.old_size[i] = current_size
self.draw()
self.ax_bkg[i] = self.copy_from_bbox(ax.bbox)
self.restore_region(self.ax_bkg[i])
self.zone_idx[i] = 0
min_scale = self.min_scale[i]
max_scale = self.max_scale[i]
if self.auto_scale[i]:
min_scale = LiveData['min_scale'][d]
max_scale = LiveData['max_scale'][d]
ax.set_ylim(min_scale, max_scale)
yLimG = ax.get_ylim()
for b in range(len(self.bg)):
b_id = self.config['marked_task_states'][self.bg[b]]['id']
b_color = self.config['marked_task_states'][
self.bg[b]]['color']
mask = np.where(LiveData['TaskStateNo'] == b_id, 1, 0)
if np.sum(mask) > 0:
self.plot_bg_mask(ax, i, range(self.xN), mask, [], b_color,
'none', None, 0.65)
else:
# always draw patch for all colors so that they will always show up in the legend
z = self.zones[i]
patch = z[self.zone_idx[i]]
patch.set_xy([[0, 0], [0, 0], [0, 0], [0, 0]])
ax.draw_artist(patch)
self.zone_idx[i] = self.zone_idx[i] + 1
# threshold_judging_method: 1=distance, 2=absolute
# threshold_judging_polarity: 1 = <, 2 = >
methods = ~np.isnan(LiveData['JudgingMethod'][d])
if np.sum(methods) > 0:
methods = np.unique(LiveData['JudgingMethod'][d][methods])
for m in range(len(methods)):
method = methods[m]
met_mask = np.where(LiveData['JudgingMethod'][d] == method,
True, False)
polaritys = np.unique(
LiveData['JudgingPolarity'][d][met_mask])
for p in range(len(polaritys)):
polarity = polaritys[p]
pol_mask = np.where(
LiveData['JudgingPolarity'][d] == polarity, True,
False)
mask = met_mask & pol_mask
yLimUs = np.unique(LiveData['ThreshUpper'][d][mask])
for b in range(len(yLimUs)):
yLimU = yLimUs[b]
submask = np.where(
LiveData['ThreshUpper'][d] == yLimU, True,
False) & mask
if method == 1: # dist
yLimLs = np.unique(
LiveData['ThreshLower'][d][submask])
for k in range(len(yLimLs)):
yLimL = yLimLs[k]
submask2 = np.where(
LiveData['ThreshLower'][d] == yLimL,
True, False) & submask
if polarity == 1: # <
self.plot_bg_mask(
ax, i, range(self.xN), submask2,
[yLimL, yLimU], 'none', 'black',
'//', 1)
else:
self.plot_bg_mask(
ax, i, range(self.xN), submask2,
[yLimG[0], yLimL], 'none', 'black',
'//', 1)
self.plot_bg_mask(
ax, i, range(self.xN), submask2,
[yLimU, yLimG[1]], 'none', 'black',
'//', 1)
else: # abs
if polarity == 1: # <
self.plot_bg_mask(ax, i, range(self.xN),
submask,
[yLimG[0], yLimU],
'none', 'black', '//', 1)
else:
self.plot_bg_mask(ax, i, range(self.xN),
submask,
[yLimU, yLimG[1]],
'none', 'black', '//', 1)
fail_mask = np.where(LiveData['TaskStateVerdict'] == 0, True,
False)
self.plot_bg_mask(ax, i, range(self.xN), fail_mask, [], 'red',
'none', None, 0.65)
self.pos[i].set_ydata(LiveData['ActualPos'][d])
ax.draw_artist(self.pos[i])
self.blit(ax.bbox)
if self.zone_idx[i] > 60:
print "ERROR: too many zones! Increase number of preallocated patches"
# need to redraw once to update y-ticks
if self.redraw_yticks == True:
self.draw()
self.redraw_yticks = False
def pause(self, pause_state):
self.paused = pause_state
self.PausedData = copy.deepcopy(self.LiveData)
def exit(self):
print "exiting"
self.parent.exit_app()
def stop(self):
print 'disconnecting'
self.timer.stop()
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
class ButtonDetector(object):
debug = True
bounce_start = np.zeros([ncontrollers, rc.MAX_INPUT_DOFS]) - 1
was_pressed = np.zeros([ncontrollers, rc.MAX_INPUT_DOFS], dtype=bool)
def __init__(self, config_file, server):
self.load_config(config_file)
self.get_inputs()
self.setup_dragonfly(server)
self.run()
def load_config(self, config_file):
self.config = SafeConfigParser()
self.config.read(config_file)
def setup_dragonfly(self, server):
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
self.mod.Subscribe(MT_EXIT)
self.mod.Subscribe(rc.MT_PING)
self.mod.Subscribe(rc.MT_INPUT_DOF_DATA)
self.mod.SendModuleReady()
print "Connected to Dragonfly at", server
def run(self):
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0.1)
if rcv == 1:
msg_type = msg.GetHeader().msg_type
dest_mod_id = msg.GetHeader().dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id == self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
break;
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'ButtonDetector')
else:
self.process_message(msg)
def get_inputs(self):
sections = self.config.sections()
self.inputs = {}
for sec in sections:
if 'input ' in sec:
tag = self.config.get(sec, 'tag')
self.inputs[tag] = {}
def process_message(self, msg):
msg_type = msg.GetHeader().msg_type
if msg_type == rc.MT_INPUT_DOF_DATA:
mdf = rc.MDF_INPUT_DOF_DATA()
copy_from_msg(mdf, msg)
tag = mdf.tag
if tag in self.inputs.keys():
dof_vals = np.asarray(mdf.dof_vals[:], dtype=float)
cid = int(mdf.tag[-1])
pressed = ~self.was_pressed[cid] & (dof_vals > btn_threshold)
started = self.bounce_start[cid] > 0
# start timers on previously unstarted counters
self.bounce_start[cid, pressed & ~started] = time.time()
dt = time.time() - self.bounce_start[cid]
held = dt > bounce_threshold
valid_held = pressed & held
for vh in np.flatnonzero(valid_held):
if vh in name_lookup.keys():
self.was_pressed[cid, vh] = True
self.send_btn_press(name_lookup[vh], cid)
released = self.was_pressed[cid] & (dof_vals < btn_threshold)
valid_released = released & held & ~valid_held
for vr in np.flatnonzero(valid_released):
if vr in name_lookup.keys():
self.was_pressed[cid, vr] = False
self.send_btn_release(name_lookup[vr], cid)
self.bounce_start[cid, vr] = -1
def send_btn_press(self, btn, controller_id):
print "controller_id %d sending button press %s" % (controller_id, btn)
btn_map = {'l1' : rc.PS3_B_L1,
'l2' : rc.PS3_B_L2,
'r1' : rc.PS3_B_R1,
'x' : rc.PS3_B_X,
'sq' : rc.PS3_B_SQUARE,
'crc': rc.PS3_B_CIRCLE,
'trg': rc.PS3_B_TRIANGLE}
mdf_out = rc.MDF_PS3_BUTTON_PRESS()
mdf_out.whichButton = btn_map[btn]
mdf_out.controllerId = controller_id
# make outgoing message data
msg_out = CMessage(rc.MT_PS3_BUTTON_PRESS)
copy_to_msg(mdf_out, msg_out)
self.mod.SendMessage(msg_out)
def send_btn_release(self, btn, controller_id):
print "controller_id %d sending button release %s" % (controller_id, btn)
btn_map = {'l1' : rc.PS3_B_L1,
'l2' : rc.PS3_B_L2,
'r1' : rc.PS3_B_R1,
'x' : rc.PS3_B_X,
'sq' : rc.PS3_B_SQUARE,
'crc': rc.PS3_B_CIRCLE,
'trg': rc.PS3_B_TRIANGLE}
mdf_out = rc.MDF_PS3_BUTTON_RELEASE()
mdf_out.whichButton = btn_map[btn]
mdf_out.controllerId = controller_id
msg_out = CMessage(rc.MT_PS3_BUTTON_RELEASE)
copy_to_msg(mdf_out, msg_out)
self.mod.SendMessage(msg_out)
class CursorDisplay(QtGui.QWidget):
def __init__(self):
super(CursorDisplay, self).__init__()
self.cursor = Cursor(
os.path.join(os.environ['BCI_MODULES'], "CursorDisplay",
"cursor.png"))
self.setCursorPos(0, 0)
self.target = Cursor(
os.path.join(os.environ['BCI_MODULES'], "CursorDisplay",
"target.png"))
self.setTargetPos(0, 0)
self.move(300, 300)
self.setFixedSize(display_size, display_size)
self.setWindowTitle('Cursor Display')
def run(self, config_file, mm_ip):
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(mm_ip)
self.msg_types = [
'TASK_STATE_CONFIG', 'ROBOT_CONTROL_SPACE_ACTUAL_STATE'
]
self.msg_types.sort()
self.mod.Subscribe(MT_EXIT)
self.mod.Subscribe(rc.MT_PING)
for i in self.msg_types:
self.mod.Subscribe(eval('rc.MT_%s' % (i)))
print "Connected to Dragonfly at", mm_ip
#print "mod_id = ", self.mod.GetModuleID()
self.timer = QtCore.QTimer()
QtCore.QObject.connect(self.timer, QtCore.SIGNAL("timeout()"),
self.timer_event)
self.timer.start(50)
def timer_event(self):
done = False
while not done:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0)
if rcv == 1:
msg_type = msg.GetHeader().msg_type
if msg_type == rc.MT_TASK_STATE_CONFIG:
mdf = rc.MDF_TASK_STATE_CONFIG()
copy_from_msg(mdf, msg)
x = mdf.target[0]
y = mdf.target[1]
self.setTargetPos(x, y)
#print "x: ", x, "|", self.tgt2pix(x) , " y: ", y, "|", self.tgt2pix(y)
elif msg_type == rc.MT_ROBOT_CONTROL_SPACE_ACTUAL_STATE:
mdf = rc.MDF_ROBOT_CONTROL_SPACE_ACTUAL_STATE()
copy_from_msg(mdf, msg)
x = mdf.pos[0]
y = mdf.pos[1]
self.setCursorPos(x, y)
#print "x: ", mdf.pos[0], "y: ", mdf.pos[1]
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'CursorDisplay')
elif msg_type == MT_EXIT:
self.exit()
done = True
else:
done = True
def tgt2pix(self, tgt):
return int(((tgt + 1.0) / 2.0) * 500)
def setTargetPos(self, x, y):
self.target.setPos(self.tgt2pix(x), self.tgt2pix(y))
#print "target: ", self.target.x, self.target.y
self.update()
def setCursorPos(self, x, y):
self.cursor.setPos(self.tgt2pix(x), self.tgt2pix(y))
#print "cursor: ", self.cursor.x, self.cursor.y
self.update()
def exit(self):
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
self.close()
def paintEvent(self, event):
qp = QtGui.QPainter()
qp.begin(self)
qp.setPen(QtGui.QPen(Qt.black, 2, Qt.DotLine, Qt.RoundCap))
qp.drawLine(display_size / 2, 0, display_size / 2, display_size)
qp.drawLine(0, display_size / 2, display_size, display_size / 2)
qp.drawPixmap(self.cursor.x - target_offset,
self.cursor.y - target_offset, self.cursor.pix)
qp.drawPixmap(self.target.x - target_offset,
self.target.y - target_offset, self.target.pix)
#print "target: ", self.target.x, self.target.y
#print "cursor: ", self.cursor.x, self.cursor.y
qp.end()
class SimpleArbitrator(object):
debug = True
vel = np.zeros(rc.MAX_CONTROL_DIMS)
#pos = np.zeros(rc.MAX_CONTROL_DIMS)
autoVelControlFraction = \
np.ones_like(rc.MDF_ROBOT_CONTROL_CONFIG().autoVelControlFraction)
extrinsic_vel = np.zeros_like(rc.MDF_COMPOSITE_MOVEMENT_COMMAND().vel)
intrinsic_vel = np.zeros_like(rc.MDF_COMPOSITE_MOVEMENT_COMMAND().vel)
def __init__(self, config_file, server):
self.load_config(config_file)
self.setup_dragonfly(server)
self.run()
def load_config(self, config_file):
self.config = SafeConfigParser()
self.config.read(config_file)
self.timer_tag = self.config.get('main', 'timer_tag')
self.extrinsic_tags = self.config.get('main', 'extrinsic_tags').split()
self.intrinsic_tags = self.config.get('main', 'intrinsic_tags').split()
default_auto = float(self.config.get('main', 'default_auto'))
self.autoVelControlFraction[:] = default_auto
self.gate = 1. # default value
self.idle_gateable = 0. # default value
def setup_dragonfly(self, server):
self.mod = Dragonfly_Module(rc.MID_SIMPLE_ARBITRATOR, 0)
self.mod.ConnectToMMM(server)
self.mod.Subscribe(MT_EXIT)
for sub in subscriptions:
self.mod.Subscribe(eval('rc.MT_%s' % (sub)))
self.mod.SendModuleReady()
print "Connected to Dragonfly at", server
def run(self):
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0.1)
if rcv == 1:
msg_type = msg.GetHeader().msg_type
dest_mod_id = msg.GetHeader().dest_mod_id
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id
== self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
break
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, msg, 'SimpleArbitrator')
else:
self.process_message(msg)
def process_message(self, msg):
'''
Needs to:
1) combine non-conflicting controlledDims e.g. from
OPERATOR_MOVEMENT_COMMANDs, into either extrinsic or
intrinsic commands
2) combine intrinsic and extrinsic commands into final command
'''
msg_type = msg.GetHeader().msg_type
if msg_type in [
rc.MT_OPERATOR_MOVEMENT_COMMAND,
rc.MT_PLANNER_MOVEMENT_COMMAND, rc.MT_EM_MOVEMENT_COMMAND,
rc.MT_FIXTURED_MOVEMENT_COMMAND
]:
if msg_type == rc.MT_OPERATOR_MOVEMENT_COMMAND:
mdf = rc.MDF_OPERATOR_MOVEMENT_COMMAND()
elif msg_type == rc.MT_PLANNER_MOVEMENT_COMMAND:
mdf = rc.MDF_PLANNER_MOVEMENT_COMMAND()
elif msg_type == rc.MT_EM_MOVEMENT_COMMAND:
mdf = rc.MDF_EM_MOVEMENT_COMMAND()
elif msg_type == rc.MT_FIXTURED_MOVEMENT_COMMAND:
mdf = rc.MDF_FIXTURED_MOVEMENT_COMMAND()
# MOVEMENT_COMMAND
# ----------------
# controlledDims
# pos
# sample_header
# sample_interval
# tag
# vel
# ----------------
copy_from_msg(mdf, msg)
tag = mdf.tag
#if not tag in self.accepted_tags:
# return
dim = np.asarray(mdf.controlledDims, dtype=bool) #.astype(bool)
if mdf.tag in self.intrinsic_tags:
# intrinsic is AUTO command
self.intrinsic_vel[dim] = np.asarray(mdf.vel, dtype=float)[dim]
#print "intr_vel = " + " ".join(["%5.2f" % (x) for x in self.intrinsic_vel])
elif mdf.tag in self.extrinsic_tags:
#print "!"
# extrinsic is non-AUTO, i.e. EM, command
self.extrinsic_vel[dim] = np.asarray(mdf.vel, dtype=float)[dim]
#self.extrinsic_vel[:8] *= self.gate
if tag == self.timer_tag:
self.send_output(mdf.sample_header)
elif msg_type == rc.MT_ROBOT_CONTROL_CONFIG:
mdf = rc.MDF_ROBOT_CONTROL_CONFIG()
copy_from_msg(mdf, msg)
self.autoVelControlFraction[:] = mdf.autoVelControlFraction
elif msg_type == rc.MT_IDLE:
mdf = rc.MDF_IDLE()
copy_from_msg(mdf, msg)
self.gate = float(np.asarray(mdf.gain, dtype=float).item())
elif msg_type == rc.MT_IDLE_DETECTION_ENDED:
self.gate = 1.0
elif msg_type == rc.MT_TASK_STATE_CONFIG:
mdf = rc.MDF_TASK_STATE_CONFIG()
copy_from_msg(mdf, msg)
self.idle_gateable = mdf.idle_gateable
def get_combined_command(self):
C = 1 - self.autoVelControlFraction # extrinsic fraction
d = self.intrinsic_vel
u = self.extrinsic_vel
combined = C * u + (1 - C) * d
print "--------------------------------------"
print "C" + " ".join(["%0.2f" % (x) for x in C])
print "d" + " ".join(["%0.2f" % (x) for x in d])
print "u" + " ".join(["%0.2f" % (x) for x in u])
print "+" + " ".join(["%0.2f" % (x) for x in combined])
print "gain: ", self.gate
print "gateable: ", self.idle_gateable
return combined
def send_output(self, sample_header):
mdf = rc.MDF_COMPOSITE_MOVEMENT_COMMAND()
mdf.tag = 'composite'
vel = np.zeros_like(mdf.vel)
vel[:] = self.get_combined_command()
if self.idle_gateable == 1:
vel[:8] *= self.gate
mdf.vel[:] = vel
mdf.sample_header = sample_header
msg = CMessage(rc.MT_COMPOSITE_MOVEMENT_COMMAND)
copy_to_msg(mdf, msg)
self.mod.SendMessage(msg)
class Metronome(object):
def __init__(self, config_file, mm_ip):
self.load_config(config_file)
self.count = 0
self.pause_state = True
self.setup_Dragonfly(mm_ip)
self.calc_rates()
self.run()
def load_config(self, config_file):
self.config = SafeConfigParser()
self.config.read(config_file)
self.pretrigger_time = self.config.getfloat('metronome',
'pretrigger time')
self.metronome_period = self.config.getfloat('metronome',
'metronome period')
self.in_msg_type = 'DAQ_DATA' # trigger msg
self.in_msg_num = eval('rc.MT_%s' % (self.in_msg_type.upper()))
print self.in_msg_num, 'config load complete'
def calc_rates(self):
self.in_msg_freq = 1 / self.chk_msg()
self.metronome_count = self.metronome_period * self.in_msg_freq
if self.pretrigger_time > 0: #negative pre-trigger fire after metronome
self.trigger_out_count = self.metronome_count - self.pretrigger_time * self.in_msg_freq
else:
self.trigger_out_count = self.metronome_count + self.pretrigger_time * self.in_msg_freq
print 'Got frequency! %d' % self.in_msg_freq
print self.metronome_count, self.trigger_out_count
def chk_msg(self):
while True:
in_msg = CMessage()
rcv = self.mod.ReadMessage(in_msg, 0.1)
if rcv == 1:
msg_type = in_msg.GetHeader().msg_type
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id
== self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
break
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, in_msg, 'Metronome')
elif msg_type == self.in_msg_num:
in_mdf = eval('rc.MDF_%s()' % (self.in_msg_type.upper()))
copy_from_msg(in_mdf, in_msg)
return in_mdf.sample_header.DeltaTime
def setup_Dragonfly(self, mm_ip):
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(mm_ip)
self.mod.Subscribe(MT_EXIT)
self.mod.Subscribe(rc.MT_PING)
self.mod.Subscribe(self.in_msg_num)
self.mod.Subscribe(rc.MT_MNOME_STATE)
self.mod.SendModuleReady()
print "Connected to Dragonfly at", mm_ip
def run(self):
while True:
in_msg = CMessage()
rcv = self.mod.ReadMessage(in_msg, 0.1)
if rcv == 1:
msg_type = in_msg.GetHeader().msg_type
if msg_type == MT_EXIT:
if (dest_mod_id == 0) or (dest_mod_id
== self.mod.GetModuleID()):
print 'Received MT_EXIT, disconnecting...'
self.mod.SendSignal(rc.MT_EXIT_ACK)
self.mod.DisconnectFromMMM()
break
elif msg_type == rc.MT_PING:
respond_to_ping(self.mod, in_msg, 'Metronome')
elif msg_type == rc.MT_MNOME_STATE:
print 'got message'
in_mdf = rc.MDF_MNOME_STATE()
copy_from_msg(in_mdf, in_msg)
if in_mdf.state == 0:
print 'got stop'
self.pause_state = True
self.count = 0
elif in_mdf.state == 1:
print 'got start'
self.pause_state = False
self.count = 0
elif in_mdf.state == 2:
print 'got pause'
self.pause_state = True
self.count = 0
elif msg_type == self.in_msg_num:
if self.pause_state:
pass
else:
self.count += 1
if self.pretrigger_time > 0:
if self.count == self.metronome_count:
in_mdf = eval('rc.MDF_%s()' %
(self.in_msg_type.upper()))
copy_from_msg(in_mdf, in_msg)
out_mdf = rc.MDF_TMS_TRIGGER()
out_mdf.sample_header = in_mdf.sample_header
out_msg = CMessage(rc.MT_TMS_TRIGGER)
copy_to_msg(out_mdf, out_msg)
self.mod.SendMessage(out_msg)
self.count = 0 - int(
np.random.uniform(0, 1.5, 1)[0] *
self.in_msg_freq)
if self.count == self.trigger_out_count:
sound_thread = threading.Thread(
target=self.play_sound)
sound_thread.start()
else:
if self.count == self.trigger_out_count:
in_mdf = eval('rc.MDF_%s()' %
(self.in_msg_type.upper()))
copy_from_msg(in_mdf, in_msg)
out_mdf = rc.MDF_TMS_TRIGGER()
out_mdf.sample_header = in_mdf.sample_header
out_msg = CMessage(rc.MT_TMS_TRIGGER)
copy_to_msg(out_mdf, out_msg)
self.mod.SendMessage(out_msg)
if self.count == self.metronome_count:
self.count = 0 - int(
np.random.uniform(0, 1.5, 1)[0] *
self.in_msg_freq)
sound_thread = threading.Thread(
target=self.play_sound)
sound_thread.start()
def play_sound(self):
winsound.Beep(1500, 1000)
class Display(ColorLayer):
is_event_handler = True
def __init__(self):
super(Display, self).__init__(180, 180, 180, 255)
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM("everest:7111")
self.mod.Subscribe(rc.MT_TASK_STATE_CONFIG)
self.mod.Subscribe(rc.MT_INPUT_DOF_DATA)
self.mod.Subscribe(rc.MT_COMBO_WAIT)
self.mod.Subscribe(rc.MT_TRIAL_CONFIG)
self.mod.Subscribe(rc.MT_END_TASK_STATE)
self.mod.Subscribe(rc.MT_PING)
self.msg = CMessage()
self.timer_sec = 0
self.timer_min = 0
self.blank_display = False
self.position_bar = Polygon(v=[(20, 455), (20, 565), (1260, 565),
(1260, 455)],
color=(0.05, 0.05, 0.05, 1),
stroke=0)
self.tgt_window = Polygon(v=[(0, 0), (0, 0), (0, 0), (0, 0)],
color=(0, 0.6, 0.2, 1),
stroke=0)
self.pos_fdbk = Polygon(v=[(20, 405), (20, 615), (28, 615), (28, 405)],
color=(0, 0.2, 1.0, 1),
stroke=0)
self.pos_fdbk_txt = pyglet.text.Label('',
font_name='times new roman',
font_size=32,
color=(0, 0, 0, 255),
width=250,
bold=True,
x=1140,
y=40)
self.combo_wait_txt = pyglet.text.Label('',
font_name='times new roman',
font_size=32,
color=(0, 0, 0, 255),
width=250,
bold=True,
x=478,
y=840)
self.score_txt = pyglet.text.Label('',
font_name='times new roman',
font_size=36,
color=(0, 0, 0, 255),
width=250,
bold=True,
x=533,
y=240)
self.reward_txt = pyglet.text.Label('',
font_name='times new roman',
font_size=22,
color=(0, 0, 0, 255),
width=250,
bold=True,
x=475,
y=120)
self.reset_score()
self.schedule_interval(self.update, 0.01)
def timer_count_down(self, dt):
self.timer_sec -= 1
if self.timer_sec < 0:
if self.timer_min > 0:
self.timer_min -= 1
self.timer_sec = 59
else:
self.unschedule(self.timer_count_down)
self.combo_wait_txt.text = ''
return
self.combo_wait_txt.text = 'Relax Time %d:%02d' % (self.timer_min,
self.timer_sec)
if self.timer_min == 0 and self.timer_sec <= 5 and self.timer_sec > 0:
winsound.PlaySound(
os.path.join(os.environ.get('ROBOT_CONFIG'), 'default',
'gocue.wav'),
winsound.SND_FILENAME | winsound.SND_ASYNC)
def reset_score(self):
self.score = 0
self.score_force_level = 0
self.score_target_dist = 999
self.score_force_mult = 0
self.score_target_mult = 0
self.score_txt.text = "Score: %d" % self.score
self.reward_txt.text = ""
def update_reward(self):
reward = self.score_force_mult * self.score_target_mult
pts = "points"
if reward == 1:
pts = "point"
self.reward_txt.text = "Current Reward: %d %s" % (reward, pts)
def increment_score(self):
self.score += self.score_force_mult * self.score_target_mult
self.score_txt.text = "Score: %d" % self.score
def update(self, dt):
while True:
rcv = self.mod.ReadMessage(self.msg, 0)
if rcv == 1:
hdr = self.msg.GetHeader()
msg_type = hdr.msg_type
if msg_type == rc.MT_PING:
self.reset_score()
elif msg_type == rc.MT_INPUT_DOF_DATA:
mdf = rc.MDF_INPUT_DOF_DATA()
copy_from_msg(mdf, self.msg)
if mdf.tag == 'carduinoIO':
fdbk = 5 - mdf.dof_vals[
7] # invert to match phyiscal setup
x_pos = int((fdbk * (MAX_WIDTH - 2 * OFFSET)) / 5.0)
self.pos_fdbk_txt.text = "%.2f V" % fdbk
self.pos_fdbk.v[0] = (x_pos, 405)
self.pos_fdbk.v[1] = (x_pos, 615)
self.pos_fdbk.v[2] = (x_pos + 8, 615)
self.pos_fdbk.v[3] = (x_pos + 8, 405)
# if msg_type == rc.MT_FORCE_SENSOR_DATA:
# mdf = rc.MDF_FORCE_SENSOR_DATA()
# copy_from_msg(mdf, self.msg)
#
# x_fdbk = mdf.data[0]
# x_fdbk_width = int((x_fdbk / MAX_FDBK) * MAX_WIDTH)
elif msg_type == rc.MT_COMBO_WAIT:
mdf = rc.MDF_COMBO_WAIT()
copy_from_msg(mdf, self.msg)
print mdf.duration
duration = mdf.duration / 1000 # convert to seconds
self.timer_sec = duration % 60
self.timer_min = duration / 60
self.schedule_interval(self.timer_count_down, 1)
elif msg_type == rc.MT_TRIAL_CONFIG:
self.unschedule(self.timer_count_down)
self.combo_wait_txt.text = ''
# start displaying again
self.blank_display = False
self.color = (180, 180, 180)
elif msg_type == rc.MT_END_TASK_STATE:
mdf = rc.MDF_END_TASK_STATE()
copy_from_msg(mdf, self.msg)
if (mdf.id == REWARD_TS) and (mdf.outcome == 1):
self.increment_score()
if (mdf.id in [2, 3, 4]) and (mdf.outcome == 0):
self.color = (0, 0, 0)
self.blank_display = True
elif msg_type == rc.MT_TASK_STATE_CONFIG:
mdf = rc.MDF_TASK_STATE_CONFIG()
copy_from_msg(mdf, self.msg)
if mdf.background_color == 'gray':
self.color = (180, 180, 180)
elif mdf.background_color == 'red':
self.color = (150, 12, 12)
elif mdf.background_color == 'green':
self.color = (0, 150, 50)
if mdf.fdbk_display_color == 'gray':
self.tgt_window.color = (0.3, 0.3, 0.3, 1)
elif mdf.fdbk_display_color == 'yellow':
self.tgt_window.color = (0.5, 0.5, 0.0, 1)
elif mdf.fdbk_display_color == 'green':
self.tgt_window.color = (0.0, 0.6, 0.2, 1)
elif mdf.fdbk_display_color == 'red':
self.tgt_window.color = (0.6, 0.05, 0.05, 1)
if not (math.isnan(mdf.target[0])) and not (math.isnan(
mdf.target[1])):
x_tgt_lo = int(
(mdf.target[0] * (MAX_WIDTH - 2 * OFFSET)) / 5.0)
x_tgt_hi = int(
(mdf.target[1] * (MAX_WIDTH - 2 * OFFSET)) / 5.0)
self.tgt_window.v[0] = (x_tgt_lo, 430)
self.tgt_window.v[1] = (x_tgt_lo, 590)
self.tgt_window.v[2] = (x_tgt_hi, 590)
self.tgt_window.v[3] = (x_tgt_hi, 430)
# update multipliers during "ForceRamp" task state
if mdf.id == FORCERAMP_TS:
force_level = mdf.sep_threshold_f[1]
if force_level > self.score_force_level:
self.score_force_level = force_level
self.score_force_mult += 1
# new combo, reset target multipliers
self.score_target_mult = 0
self.score_target_dist = 999
target_level = mdf.target[1] - mdf.target[0]
if target_level < self.score_target_dist:
self.score_target_dist = target_level
self.score_target_mult += 1
self.update_reward()
#print mdf.id
#print force_level, self.score_force_level, self.score_force_mult
#print target_level, self.score_target_dist, self.score_target_mult
#print "\n"
else:
break
#def on_key_release( self, keys, mod ):
def draw(self):
super(Display, self).draw()
if not self.blank_display:
self.position_bar.render()
self.tgt_window.render()
self.pos_fdbk.render()
#self.pos_fdbk_txt.draw()
self.combo_wait_txt.draw()
self.score_txt.draw()
self.reward_txt.draw()
class MessageWatcher(object):
# msg_types = ['GROBOT_RAW_FEEDBACK',
# 'GROBOT_FEEDBACK',
# 'SAMPLE_GENERATED',
# 'SPM_SPIKECOUNT',
# 'EM_MOVEMENT_COMMAND',
# 'COMPOSITE_MOVEMENT_COMMAND'
# ]
def __init__(self, config_file):
self.load_config(config_file)
self.msg_nums = [eval('rc.MT_%s' % (x)) for x in self.msg_types]
self.count = np.zeros((len(self.msg_nums)), dtype=int)
self.last_time = time()
self.setup_Dragonfly()
self.run()
def load_config(self, config_file):
self.config = SafeConfigParser()
self.config.read(config_file)
self.msg_types = [x.upper() for x in self.config.options('messages')]
self.msg_types.sort()
def setup_Dragonfly(self):
server = self.config.get('Dragonfly', 'server')
self.mod = Dragonfly_Module(0, 0)
self.mod.ConnectToMMM(server)
for i in self.msg_types:
self.mod.Subscribe(eval('rc.MT_%s' % (i)))
self.mod.SendModuleReady()
print "Connected to Dragonfly at", server
def run(self):
while True:
msg = CMessage()
rcv = self.mod.ReadMessage(msg, 0.1)
if rcv == 1:
self.process_message(msg)
this_time = time()
self.diff_time = this_time - self.last_time
if self.diff_time > 1.:
self.last_time = this_time
self.write()
self.count[:] = 0
def process_message(self, in_msg):
msg_type = in_msg.GetHeader().msg_type
if not msg_type in self.msg_nums:
return
msg_idx = self.msg_nums.index(msg_type)
self.count[msg_idx] += 1
def write(self):
for msg_type, c in zip(self.msg_types, self.count):
rate = c / self.diff_time
print "%40s %5.2f Hz" % (msg_type, rate)
if (('GROBOT_RAW_FEEDBACK' in msg_type) and (rate < 48.0)):
print "Raw feedback rate is too low!"
print "Raw feedback rate is too low!"
print "Raw feedback rate is too low!"
print "Raw feedback rate is too low!"
print "window was %0.3f seconds\n" % (self.diff_time)
print ""