klipper-dgus/klippy/clocksync.py

213 lines
9.7 KiB
Python

# Micro-controller clock synchronization
#
# Copyright (C) 2016,2017 Kevin O'Connor <kevin@koconnor.net>
#
# This file may be distributed under the terms of the GNU GPLv3 license.
import logging, threading, math
COMM_TIMEOUT = 3.5
RTT_AGE = .000010 / (60. * 60.)
DECAY = 1. / (2. * 60.)
TRANSMIT_EXTRA = .001
class ClockSync:
def __init__(self, reactor):
self.reactor = reactor
self.serial = None
self.status_timer = self.reactor.register_timer(self._status_event)
self.status_cmd = None
self.mcu_freq = 1.
self.last_clock = 0
self.clock_est = (0., 0., 0.)
# Minimum round-trip-time tracking
self.min_half_rtt = 999999999.9
self.min_rtt_time = 0.
# Linear regression of mcu clock and system sent_time
self.time_avg = self.time_variance = 0.
self.clock_avg = self.clock_covariance = 0.
self.prediction_variance = 0.
self.last_prediction_time = 0.
def connect(self, serial):
self.serial = serial
msgparser = serial.msgparser
self.mcu_freq = msgparser.get_constant_float('CLOCK_FREQ')
# Load initial clock and frequency
uptime_msg = msgparser.create_command('get_uptime')
params = serial.send_with_response(uptime_msg, 'uptime')
self.last_clock = (params['high'] << 32) | params['clock']
self.clock_avg = self.last_clock
self.time_avg = params['#sent_time']
self.clock_est = (self.time_avg, self.clock_avg, self.mcu_freq)
self.prediction_variance = (.001 * self.mcu_freq)**2
# Enable periodic get_status timer
self.status_cmd = msgparser.create_command('get_status')
for i in range(8):
params = serial.send_with_response(self.status_cmd, 'status')
self._handle_status(params)
self.reactor.pause(0.100)
serial.register_callback(self._handle_status, 'status')
self.reactor.update_timer(self.status_timer, self.reactor.NOW)
def connect_file(self, serial, pace=False):
self.serial = serial
self.mcu_freq = serial.msgparser.get_constant_float('CLOCK_FREQ')
self.clock_est = (0., 0., self.mcu_freq)
freq = 1000000000000.
if pace:
freq = self.mcu_freq
serial.set_clock_est(freq, self.reactor.monotonic(), 0)
# MCU clock querying (status callback invoked from background thread)
def _status_event(self, eventtime):
self.serial.send(self.status_cmd)
return eventtime + 1.0
def _handle_status(self, params):
# Extend clock to 64bit
last_clock = self.last_clock
clock = (last_clock & ~0xffffffff) | params['clock']
if clock < last_clock:
clock += 0x100000000
self.last_clock = clock
# Check if this is the best round-trip-time seen so far
sent_time = params['#sent_time']
if not sent_time:
return
receive_time = params['#receive_time']
half_rtt = .5 * (receive_time - sent_time)
aged_rtt = (sent_time - self.min_rtt_time) * RTT_AGE
if half_rtt < self.min_half_rtt + aged_rtt:
self.min_half_rtt = half_rtt
self.min_rtt_time = sent_time
logging.debug("new minimum rtt %.3f: hrtt=%.6f freq=%d",
sent_time, half_rtt, self.clock_est[2])
# Filter out samples that are extreme outliers
exp_clock = ((sent_time - self.time_avg) * self.clock_est[2]
+ self.clock_avg)
clock_diff2 = (clock - exp_clock)**2
if (clock_diff2 > 25. * self.prediction_variance
and clock_diff2 > (.000500 * self.mcu_freq)**2):
if clock > exp_clock and sent_time < self.last_prediction_time + 10.:
logging.debug("Ignoring clock sample %.3f:"
" freq=%d diff=%d stddev=%.3f",
sent_time, self.clock_est[2], clock - exp_clock,
math.sqrt(self.prediction_variance))
return
logging.info("Resetting prediction variance %.3f:"
" freq=%d diff=%d stddev=%.3f",
sent_time, self.clock_est[2], clock - exp_clock,
math.sqrt(self.prediction_variance))
self.prediction_variance = (.001 * self.mcu_freq)**2
else:
self.last_prediction_time = sent_time
self.prediction_variance = (
(1. - DECAY) * (self.prediction_variance + clock_diff2 * DECAY))
# Add clock and sent_time to linear regression
diff_sent_time = sent_time - self.time_avg
self.time_avg += DECAY * diff_sent_time
self.time_variance = (1. - DECAY) * (
self.time_variance + diff_sent_time**2 * DECAY)
diff_clock = clock - self.clock_avg
self.clock_avg += DECAY * diff_clock
self.clock_covariance = (1. - DECAY) * (
self.clock_covariance + diff_sent_time * diff_clock * DECAY)
# Update prediction from linear regression
new_freq = self.clock_covariance / self.time_variance
pred_stddev = math.sqrt(self.prediction_variance)
self.serial.set_clock_est(new_freq, self.time_avg + TRANSMIT_EXTRA,
int(self.clock_avg - 3. * pred_stddev))
self.clock_est = (self.time_avg - self.min_half_rtt,
self.clock_avg, new_freq)
#logging.debug("regr %.3f: freq=%.3f d=%d(%.3f)",
# sent_time, new_freq, clock - exp_clock, pred_stddev)
# clock frequency conversions
def print_time_to_clock(self, print_time):
return int(print_time * self.mcu_freq)
def clock_to_print_time(self, clock):
return clock / self.mcu_freq
def get_adjusted_freq(self):
return self.mcu_freq
# system time conversions
def get_clock(self, eventtime):
sample_time, clock, freq = self.clock_est
return int(clock + (eventtime - sample_time) * freq)
def estimated_print_time(self, eventtime):
return self.clock_to_print_time(self.get_clock(eventtime))
# misc commands
def clock32_to_clock64(self, clock32):
last_clock = self.last_clock
clock_diff = (last_clock - clock32) & 0xffffffff
if clock_diff & 0x80000000:
return last_clock + 0x100000000 - clock_diff
return last_clock - clock_diff
def is_active(self, eventtime):
print_time = self.estimated_print_time(eventtime)
last_clock_print_time = self.clock_to_print_time(self.last_clock)
return print_time < last_clock_print_time + COMM_TIMEOUT
def dump_debug(self):
sample_time, clock, freq = self.clock_est
return ("clocksync state: mcu_freq=%d last_clock=%d"
" clock_est=(%.3f %d %.3f) min_half_rtt=%.6f min_rtt_time=%.3f"
" time_avg=%.3f(%.3f) clock_avg=%.3f(%.3f)"
" pred_variance=%.3f" % (
self.mcu_freq, self.last_clock, sample_time, clock, freq,
self.min_half_rtt, self.min_rtt_time,
self.time_avg, self.time_variance,
self.clock_avg, self.clock_covariance,
self.prediction_variance))
def stats(self, eventtime):
sample_time, clock, freq = self.clock_est
return "freq=%d" % (freq,)
def calibrate_clock(self, print_time, eventtime):
return (0., self.mcu_freq)
# Clock syncing code for secondary MCUs (whose clocks are sync'ed to a
# primary MCU)
class SecondarySync(ClockSync):
def __init__(self, reactor, main_sync):
ClockSync.__init__(self, reactor)
self.main_sync = main_sync
self.clock_adj = (0., 0.)
def connect(self, serial):
ClockSync.connect(self, serial)
self.clock_adj = (0., self.mcu_freq)
curtime = self.reactor.monotonic()
main_print_time = self.main_sync.estimated_print_time(curtime)
local_print_time = self.estimated_print_time(curtime)
self.clock_adj = (main_print_time - local_print_time, self.mcu_freq)
self.calibrate_clock(0., curtime)
def connect_file(self, serial, pace=False):
ClockSync.connect_file(self, serial, pace)
self.clock_adj = (0., self.mcu_freq)
# clock frequency conversions
def print_time_to_clock(self, print_time):
adjusted_offset, adjusted_freq = self.clock_adj
return int((print_time - adjusted_offset) * adjusted_freq)
def clock_to_print_time(self, clock):
adjusted_offset, adjusted_freq = self.clock_adj
return clock / adjusted_freq + adjusted_offset
def get_adjusted_freq(self):
adjusted_offset, adjusted_freq = self.clock_adj
return adjusted_freq
# misc commands
def dump_debug(self):
adjusted_offset, adjusted_freq = self.clock_adj
return "%s clock_adj=(%.3f %.3f)" % (
ClockSync.dump_debug(self), adjusted_offset, adjusted_freq)
def stats(self, eventtime):
adjusted_offset, adjusted_freq = self.clock_adj
return "%s adj=%d" % (ClockSync.stats(self, eventtime), adjusted_freq)
def calibrate_clock(self, print_time, eventtime):
ser_time, ser_clock, ser_freq = self.main_sync.clock_est
main_mcu_freq = self.main_sync.mcu_freq
main_clock = (eventtime - ser_time) * ser_freq + ser_clock
print_time = max(print_time, main_clock / main_mcu_freq)
main_sync_clock = (print_time + 4.) * main_mcu_freq
sync_time = ser_time + (main_sync_clock - ser_clock) / ser_freq
print_clock = self.print_time_to_clock(print_time)
sync_clock = self.get_clock(sync_time)
adjusted_freq = .25 * (sync_clock - print_clock)
adjusted_offset = print_time - print_clock / adjusted_freq
self.clock_adj = (adjusted_offset, adjusted_freq)
return self.clock_adj