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myo_raw.py
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myo_raw.py
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from __future__ import print_function
import enum
import re
import struct
import sys
import threading
import time
import serial
from serial.tools.list_ports import comports
from common import *
def multichr(ords):
if sys.version_info[0] >= 3:
return bytes(ords)
else:
return ''.join(map(chr, ords))
def multiord(b):
if sys.version_info[0] >= 3:
return list(b)
else:
return map(ord, b)
class Arm(enum.Enum):
UNKNOWN = 0
RIGHT = 1
LEFT = 2
class XDirection(enum.Enum):
UNKNOWN = 0
X_TOWARD_WRIST = 1
X_TOWARD_ELBOW = 2
class Pose(enum.Enum):
REST = 0
FIST = 1
WAVE_IN = 2
WAVE_OUT = 3
FINGERS_SPREAD = 4
THUMB_TO_PINKY = 5
UNKNOWN = 255
class Packet(object):
def __init__(self, ords):
self.typ = ords[0]
self.cls = ords[2]
self.cmd = ords[3]
self.payload = multichr(ords[4:])
def __repr__(self):
return 'Packet(%02X, %02X, %02X, [%s])' % \
(self.typ, self.cls, self.cmd,
' '.join('%02X' % b for b in multiord(self.payload)))
class BT(object):
'''Implements the non-Myo-specific details of the Bluetooth protocol.'''
def __init__(self, tty):
self.ser = serial.Serial(port=tty, baudrate=9600, dsrdtr=1)
self.buf = []
self.lock = threading.Lock()
self.handlers = []
## internal data-handling methods
def recv_packet(self, timeout=None):
t0 = time.time()
self.ser.timeout = None
while timeout is None or time.time() < t0 + timeout:
if timeout is not None: self.ser.timeout = t0 + timeout - time.time()
c = self.ser.read()
if not c: return None
ret = self.proc_byte(ord(c))
if ret:
if ret.typ == 0x80:
self.handle_event(ret)
return ret
def recv_packets(self, timeout=.5):
res = []
t0 = time.time()
while time.time() < t0 + timeout:
p = self.recv_packet(t0 + timeout - time.time())
if not p: return res
res.append(p)
return res
def proc_byte(self, c):
if not self.buf:
if c in [0x00, 0x80, 0x08, 0x88]:
self.buf.append(c)
return None
elif len(self.buf) == 1:
self.buf.append(c)
self.packet_len = 4 + (self.buf[0] & 0x07) + self.buf[1]
return None
else:
self.buf.append(c)
if self.packet_len and len(self.buf) == self.packet_len:
p = Packet(self.buf)
self.buf = []
return p
return None
def handle_event(self, p):
for h in self.handlers:
h(p)
def add_handler(self, h):
self.handlers.append(h)
def remove_handler(self, h):
try: self.handlers.remove(h)
except ValueError: pass
def wait_event(self, cls, cmd):
res = [None]
def h(p):
if p.cls == cls and p.cmd == cmd:
res[0] = p
self.add_handler(h)
while res[0] is None:
self.recv_packet()
self.remove_handler(h)
return res[0]
## specific BLE commands
def connect(self, addr):
return self.send_command(6, 3, pack('6sBHHHH', multichr(addr), 0, 6, 6, 64, 0))
def get_connections(self):
return self.send_command(0, 6)
def discover(self):
return self.send_command(6, 2, b'\x01')
def end_scan(self):
return self.send_command(6, 4)
def disconnect(self, h):
return self.send_command(3, 0, pack('B', h))
def read_attr(self, con, attr):
self.send_command(4, 4, pack('BH', con, attr))
return self.wait_event(4, 5)
def write_attr(self, con, attr, val):
self.send_command(4, 5, pack('BHB', con, attr, len(val)) + val)
return self.wait_event(4, 1)
def send_command(self, cls, cmd, payload=b'', wait_resp=True):
s = pack('4B', 0, len(payload), cls, cmd) + payload
self.ser.write(s)
while True:
p = self.recv_packet()
## no timeout, so p won't be None
if p.typ == 0: return p
## not a response: must be an event
self.handle_event(p)
class MyoRaw(object):
'''Implements the Myo-specific communication protocol.'''
def __init__(self, tty=None):
if tty is None:
tty = self.detect_tty()
if tty is None:
raise ValueError('Myo dongle not found!')
self.bt = BT(tty)
self.conn = None
self.emg_handlers = []
self.imu_handlers = []
self.arm_handlers = []
self.pose_handlers = []
def detect_tty(self):
for p in comports():
if re.search(r'PID=2458:0*1', p[2]):
print('using device:', p[0])
return p[0]
return None
def run(self, timeout=None):
self.bt.recv_packet(timeout)
def connect(self):
## stop everything from before
self.bt.end_scan()
self.bt.disconnect(0)
self.bt.disconnect(1)
self.bt.disconnect(2)
## start scanning
print('scanning...')
self.bt.discover()
while True:
p = self.bt.recv_packet()
print('scan response:', p)
if p.payload.endswith(b'\x06\x42\x48\x12\x4A\x7F\x2C\x48\x47\xB9\xDE\x04\xA9\x01\x00\x06\xD5'):
addr = list(multiord(p.payload[2:8]))
break
self.bt.end_scan()
## connect and wait for status event
conn_pkt = self.bt.connect(addr)
self.conn = multiord(conn_pkt.payload)[-1]
self.bt.wait_event(3, 0)
## get firmware version
fw = self.read_attr(0x17)
_, _, _, _, v0, v1, v2, v3 = unpack('BHBBHHHH', fw.payload)
print('firmware version: %d.%d.%d.%d' % (v0, v1, v2, v3))
self.old = (v0 == 0)
if self.old:
## don't know what these do; Myo Connect sends them, though we get data
## fine without them
self.write_attr(0x19, b'\x01\x02\x00\x00')
self.write_attr(0x2f, b'\x01\x00')
self.write_attr(0x2c, b'\x01\x00')
self.write_attr(0x32, b'\x01\x00')
self.write_attr(0x35, b'\x01\x00')
## enable EMG data
self.write_attr(0x28, b'\x01\x00')
## enable IMU data
self.write_attr(0x1d, b'\x01\x00')
## Sampling rate of the underlying EMG sensor, capped to 1000. If it's
## less than 1000, emg_hz is correct. If it is greater, the actual
## framerate starts dropping inversely. Also, if this is much less than
## 1000, EMG data becomes slower to respond to changes. In conclusion,
## 1000 is probably a good value.
C = 1000
emg_hz = 50
## strength of low-pass filtering of EMG data
emg_smooth = 100
imu_hz = 50
## send sensor parameters, or we don't get any data
self.write_attr(0x19, pack('BBBBHBBBBB', 2, 9, 2, 1, C, emg_smooth, C // emg_hz, imu_hz, 0, 0))
else:
name = self.read_attr(0x03)
print('device name: %s' % name.payload)
## enable IMU data
self.write_attr(0x1d, b'\x01\x00')
## enable on/off arm notifications
self.write_attr(0x24, b'\x02\x00')
# self.write_attr(0x19, b'\x01\x03\x00\x01\x01')
self.start_raw()
## add data handlers
def handle_data(p):
if (p.cls, p.cmd) != (4, 5): return
c, attr, typ = unpack('BHB', p.payload[:4])
pay = p.payload[5:]
if attr == 0x27:
vals = unpack('8HB', pay)
## not entirely sure what the last byte is, but it's a bitmask that
## seems to indicate which sensors think they're being moved around or
## something
emg = vals[:8]
moving = vals[8]
#print(f'emg: {emg}')
#print(f'moving: {moving}')
self.on_emg(emg, moving)
elif attr == 0x1c:
vals = unpack('10h', pay)
quat = vals[:4]
acc = vals[4:7]
gyro = vals[7:10]
self.on_imu(quat, acc, gyro)
elif attr == 0x23:
typ, val, xdir,_,_,_ = unpack('6B', pay)
if typ == 1: # on arm
self.on_arm(Arm(val), XDirection(xdir))
elif typ == 2: # removed from arm
self.on_arm(Arm.UNKNOWN, XDirection.UNKNOWN)
elif typ == 3: # pose
self.on_pose(Pose(val))
else:
print('data with unknown attr: %02X %s' % (attr, p))
self.bt.add_handler(handle_data)
def write_attr(self, attr, val):
if self.conn is not None:
self.bt.write_attr(self.conn, attr, val)
def read_attr(self, attr):
if self.conn is not None:
return self.bt.read_attr(self.conn, attr)
return None
def disconnect(self):
if self.conn is not None:
self.bt.disconnect(self.conn)
def start_raw(self):
'''Sending this sequence for v1.0 firmware seems to enable both raw data and
pose notifications.
'''
self.write_attr(0x28, b'\x01\x00')
self.write_attr(0x19, b'\x01\x03\x01\x01\x00')
self.write_attr(0x19, b'\x01\x03\x01\x01\x01')
def mc_start_collection(self):
'''Myo Connect sends this sequence (or a reordering) when starting data
collection for v1.0 firmware; this enables raw data but disables arm and
pose notifications.
'''
self.write_attr(0x28, b'\x01\x00')
self.write_attr(0x1d, b'\x01\x00')
self.write_attr(0x24, b'\x02\x00')
self.write_attr(0x19, b'\x01\x03\x01\x01\x01')
self.write_attr(0x28, b'\x01\x00')
self.write_attr(0x1d, b'\x01\x00')
self.write_attr(0x19, b'\x09\x01\x01\x00\x00')
self.write_attr(0x1d, b'\x01\x00')
self.write_attr(0x19, b'\x01\x03\x00\x01\x00')
self.write_attr(0x28, b'\x01\x00')
self.write_attr(0x1d, b'\x01\x00')
self.write_attr(0x19, b'\x01\x03\x01\x01\x00')
def mc_end_collection(self):
'''Myo Connect sends this sequence (or a reordering) when ending data collection
for v1.0 firmware; this reenables arm and pose notifications, but
doesn't disable raw data.
'''
self.write_attr(0x28, b'\x01\x00')
self.write_attr(0x1d, b'\x01\x00')
self.write_attr(0x24, b'\x02\x00')
self.write_attr(0x19, b'\x01\x03\x01\x01\x01')
self.write_attr(0x19, b'\x09\x01\x00\x00\x00')
self.write_attr(0x1d, b'\x01\x00')
self.write_attr(0x24, b'\x02\x00')
self.write_attr(0x19, b'\x01\x03\x00\x01\x01')
self.write_attr(0x28, b'\x01\x00')
self.write_attr(0x1d, b'\x01\x00')
self.write_attr(0x24, b'\x02\x00')
self.write_attr(0x19, b'\x01\x03\x01\x01\x01')
def vibrate(self, length):
if length in xrange(1, 4):
## first byte tells it to vibrate; purpose of second byte is unknown
self.write_attr(0x19, pack('3B', 3, 1, length))
def add_emg_handler(self, h):
self.emg_handlers.append(h)
def add_imu_handler(self, h):
self.imu_handlers.append(h)
def add_pose_handler(self, h):
self.pose_handlers.append(h)
def add_arm_handler(self, h):
self.arm_handlers.append(h)
def on_emg(self, emg, moving):
for h in self.emg_handlers:
h(emg, moving)
def on_imu(self, quat, acc, gyro):
for h in self.imu_handlers:
h(quat, acc, gyro)
def on_pose(self, p):
for h in self.pose_handlers:
h(p)
def on_arm(self, arm, xdir):
for h in self.arm_handlers:
h(arm, xdir)
if __name__ == '__main__':
# try:
# import pygame
# from pygame.locals import *
# HAVE_PYGAME = True
# except ImportError:
# HAVE_PYGAME = False
# if HAVE_PYGAME:
# w, h = 1200, 400
# scr = pygame.display.set_mode((w, h))
# last_vals = None
# def plot(scr, vals):
# DRAW_LINES = False
# global last_vals
# if last_vals is None:
# last_vals = vals
# return
# D = 5
# scr.scroll(-D)
# scr.fill((0,0,0), (w - D, 0, w, h))
# for i, (u, v) in enumerate(zip(last_vals, vals)):
# if DRAW_LINES:
# pygame.draw.line(scr, (0,255,0),
# (w - D, int(h/8 * (i+1 - u))),
# (w, int(h/8 * (i+1 - v))))
# pygame.draw.line(scr, (255,255,255),
# (w - D, int(h/8 * (i+1))),
# (w, int(h/8 * (i+1))))
# else:
# c = int(255 * max(0, min(1, v)))
# scr.fill((c, c, c), (w - D, i * h / 8, D, (i + 1) * h / 8 - i * h / 8));
# pygame.display.flip()
# last_vals = vals
m = MyoRaw(sys.argv[1] if len(sys.argv) >= 2 else None)
# def proc_emg(emg, moving, times=[]):
# if HAVE_PYGAME:
# ## update pygame display
# plot(scr, [e / 2000. for e in emg])
# else:
# print(emg)
# ## print framerate of received data
# times.append(time.time())
# if len(times) > 20:
# #print((len(times) - 1) / (times[-1] - times[0]))
# times.pop(0)
# m.add_emg_handler(proc_emg)
# m.add_emg_handler(lambda e: print('emg', e))
m.add_emg_handler(lambda e, m: print(f'emg: {e} m: {m}'))
m.add_imu_handler(lambda q, a, g : print(f'magnetometer: {q} accelerometer: {a} gyroscope {g}\n\n'))
m.connect()
m.add_arm_handler(lambda arm, xdir: print('arm', arm, 'xdir', xdir))
m.add_pose_handler(lambda p: print('pose', p))
try:
while True:
m.run(1)
# if HAVE_PYGAME:
# for ev in pygame.event.get():
# if ev.type == QUIT or (ev.type == KEYDOWN and ev.unicode == 'q'):
# raise KeyboardInterrupt()
# elif ev.type == KEYDOWN:
# if K_1 <= ev.key <= K_3:
# m.vibrate(ev.key - K_0)
# if K_KP1 <= ev.key <= K_KP3:
# m.vibrate(ev.key - K_KP0)
except:
while True:
m.run(1)
finally:
#m.disconnect()
print()