@ -11,8 +11,8 @@ import cereal.messaging as messaging
from cereal . services import service_list
from cereal . visionipc . visionipc_pyx import VisionIpcServer , VisionStreamType # pylint: disable=no-name-in-module, import-error
from common . params import Params
from common . realtime import Ratekeeper , DT_MDL , DT_DMON
from common . transformations . camera import eon_f_frame_size , eon_d_frame_size
from common . realtime import Ratekeeper , DT_MDL , DT_DMON , sec_since_boot
from common . transformations . camera import eon_f_frame_size , eon_d_frame_size , tici_f_frame_size , tici_d_frame_size
from selfdrive . car . fingerprints import FW_VERSIONS
from selfdrive . manager . process import ensure_running
from selfdrive . manager . process_config import managed_processes
@ -26,32 +26,107 @@ process_replay_dir = os.path.dirname(os.path.abspath(__file__))
FAKEDATA = os . path . join ( process_replay_dir , " fakedata/ " )
def replay_panda_states ( s , msgs ) :
pm = messaging . PubMaster ( [ s , ' peripheralState ' ] )
rk = Ratekeeper ( service_list [ s ] . frequency , print_delay_threshold = None )
smsgs = [ m for m in msgs if m . which ( ) in [ ' pandaStates ' , ' pandaStateDEPRECATED ' ] ]
# Migrate safety param base on carState
cp = [ m for m in msgs if m . which ( ) == ' carParams ' ] [ 0 ] . carParams
if len ( cp . safetyConfigs ) :
safety_param = cp . safetyConfigs [ 0 ] . safetyParam
else :
safety_param = cp . safetyParamDEPRECATED
while True :
for m in smsgs :
if m . which ( ) == ' pandaStateDEPRECATED ' :
new_m = messaging . new_message ( ' pandaStates ' , 1 )
new_m . pandaStates [ 0 ] = m . pandaStateDEPRECATED
new_m . pandaStates [ 0 ] . safetyParam = safety_param
pm . send ( s , new_m )
else :
new_m = m . as_builder ( )
new_m . logMonoTime = int ( sec_since_boot ( ) * 1e9 )
pm . send ( s , new_m )
new_m = messaging . new_message ( ' peripheralState ' )
pm . send ( ' peripheralState ' , new_m )
rk . keep_time ( )
def replay_manager_state ( s , msgs ) :
pm = messaging . PubMaster ( [ s , ] )
rk = Ratekeeper ( service_list [ s ] . frequency , print_delay_threshold = None )
while True :
new_m = messaging . new_message ( ' managerState ' )
new_m . managerState . processes = [ { ' name ' : name , ' running ' : True } for name in managed_processes ]
pm . send ( s , new_m )
rk . keep_time ( )
def replay_device_state ( s , msgs ) :
pm = messaging . PubMaster ( [ s , ] )
rk = Ratekeeper ( service_list [ s ] . frequency , print_delay_threshold = None )
smsgs = [ m for m in msgs if m . which ( ) == s ]
while True :
for m in smsgs :
new_m = m . as_builder ( )
new_m . logMonoTime = int ( sec_since_boot ( ) * 1e9 )
new_m . deviceState . freeSpacePercent = 50
new_m . deviceState . memoryUsagePercent = 50
pm . send ( s , new_m )
rk . keep_time ( )
def replay_sensor_events ( s , msgs ) :
pm = messaging . PubMaster ( [ s , ] )
rk = Ratekeeper ( service_list [ s ] . frequency , print_delay_threshold = None )
smsgs = [ m for m in msgs if m . which ( ) == s ]
while True :
for m in smsgs :
new_m = m . as_builder ( )
new_m . logMonoTime = int ( sec_since_boot ( ) * 1e9 )
for evt in new_m . sensorEvents :
evt . timestamp = new_m . logMonoTime
pm . send ( s , new_m )
rk . keep_time ( )
def replay_service ( s , msgs ) :
pm = messaging . PubMaster ( [ s , ] )
rk = Ratekeeper ( service_list [ s ] . frequency , print_delay_threshold = None )
smsgs = [ m for m in msgs if m . which ( ) == s ]
while True :
for m in smsgs :
# TODO: use logMonoTime
pm . send ( s , m . as_builder ( ) )
new_m = m . as_builder ( )
new_m . logMonoTime = int ( sec_since_boot ( ) * 1e9 )
pm . send ( s , new_m )
rk . keep_time ( )
vs = None
def replay_cameras ( lr , frs ) :
cameras = [
eon_ cameras = [
( " roadCameraState " , DT_MDL , eon_f_frame_size , VisionStreamType . VISION_STREAM_ROAD ) ,
( " driverCameraState " , DT_DMON , eon_d_frame_size , VisionStreamType . VISION_STREAM_DRIVER ) ,
]
tici_cameras = [
( " roadCameraState " , DT_MDL , tici_f_frame_size , VisionStreamType . VISION_STREAM_ROAD ) ,
( " driverCameraState " , DT_MDL , tici_d_frame_size , VisionStreamType . VISION_STREAM_DRIVER ) ,
]
def replay_camera ( s , stream , dt , vipc_server , fr , size ) :
def replay_camera ( s , stream , dt , vipc_server , frames , size ) :
pm = messaging . PubMaster ( [ s , ] )
rk = Ratekeeper ( 1 / dt , print_delay_threshold = None )
img = b " \x00 " * int ( size [ 0 ] * size [ 1 ] * 3 / 2 )
while True :
if fr is not None :
img = fr . get ( rk . frame % fr . frame_count , pix_fmt = ' yuv420p ' ) [ 0 ]
img = img . flatten ( ) . tobytes ( )
if frames is not None :
img = frames [ rk . frame % len ( frames ) ]
rk . keep_time ( )
@ -62,24 +137,34 @@ def replay_cameras(lr, frs):
vipc_server . send ( stream , img , msg . frameId , msg . timestampSof , msg . timestampEof )
init_data = [ m for m in lr if m . which ( ) == ' initData ' ] [ 0 ]
cameras = tici_cameras if ( init_data . initData . deviceType == ' tici ' ) else eon_cameras
# init vipc server and cameras
p = [ ]
global vs
vs = VisionIpcServer ( " camerad " )
for ( s , dt , size , stream ) in cameras :
fr = frs . get ( s , None )
frames = None
if fr is not None :
print ( f " Decomressing frames { s } " )
frames = [ ]
for i in tqdm ( range ( fr . frame_count ) ) :
img = fr . get ( i , pix_fmt = ' yuv420p ' ) [ 0 ]
frames . append ( img . flatten ( ) . tobytes ( ) )
vs . create_buffers ( stream , 40 , False , size [ 0 ] , size [ 1 ] )
p . append ( multiprocessing . Process ( target = replay_camera ,
args = ( s , stream , dt , vs , fr , size ) ) )
args = ( s , stream , dt , vs , frames , size ) ) )
# hack to make UI work
vs . create_buffers ( VisionStreamType . VISION_STREAM_RGB_BACK , 4 , True , eon_f_frame_size [ 0 ] , eon_f_frame_size [ 1 ] )
vs . start_listener ( )
return p
return vs , p
def regen_segment ( lr , frs = None , outdir = FAKEDATA ) :
lr = list ( lr )
if frs is None :
frs = dict ( )
@ -91,51 +176,48 @@ def regen_segment(lr, frs=None, outdir=FAKEDATA):
params . put_bool ( " OpenpilotEnabledToggle " , True )
params . put_bool ( " CommunityFeaturesToggle " , True )
params . put_bool ( " CommunityFeaturesToggle " , True )
cal = messaging . new_message ( ' liveCalibration ' )
cal . liveCalibration . validBlocks = 20
cal . liveCalibration . rpyCalib = [ 0.0 , 0.0 , 0.0 ]
params . put ( " CalibrationParams " , cal . to_bytes ( ) )
os . environ [ " LOG_ROOT " ] = outdir
os . environ [ " SIMULATION " ] = " 1 "
os . environ [ " REPLAY " ] = " 1 "
os . environ [ ' SKIP_FW_QUERY ' ] = " "
os . environ [ ' FINGERPRINT ' ] = " "
# TODO: remove after getting new route for mazda
migration = {
" Mazda CX-9 2021 " : " MAZDA CX-9 2021 " ,
}
for msg in lr :
if msg . which ( ) == ' carParams ' :
car_fingerprint = msg . carParams . carFingerprint
car_fingerprint = migration . get ( m sg . carParams . carFingerprint , msg . carParams . carFingerprint )
if len ( msg . carParams . carFw ) and ( car_fingerprint in FW_VERSIONS ) :
params . put ( " CarParamsCache " , msg . carParams . as_builder ( ) . to_bytes ( ) )
else :
os . environ [ ' SKIP_FW_QUERY ' ] = " 1 "
os . environ [ ' FINGERPRINT ' ] = car_fingerprint
elif msg . which ( ) == ' liveCalibration ' :
params . put ( " CalibrationParams " , msg . as_builder ( ) . to_bytes ( ) )
#TODO: init car, make sure starts engaged when segment is engaged
vs , cam_procs = replay_cameras ( lr , frs )
fake_daemons = {
' sensord ' : [
multiprocessing . Process ( target = replay_servic e , args = ( ' sensorEvents ' , lr ) ) ,
multiprocessing . Process ( target = replay_senso r_e vents , args = ( ' sensorEvents ' , lr ) ) ,
] ,
' pandad ' : [
multiprocessing . Process ( target = replay_service , args = ( ' can ' , lr ) ) ,
multiprocessing . Process ( target = replay_service , args = ( ' pandaStates ' , lr ) ) ,
multiprocessing . Process ( target = replay_service , args = ( ' ubloxRaw ' , lr ) ) ,
multiprocessing . Process ( target = replay_panda_states , args = ( ' pandaStates ' , lr ) ) ,
] ,
' managerState ' : [
multiprocessing . Process ( target = replay_manager_state , args = ( ' managerState ' , lr ) ) ,
] ,
#'managerState': [
# multiprocessing.Process(target=replay_service, args=('managerState', lr)),
#],
' thermald ' : [
multiprocessing . Process ( target = replay_servic e , args = ( ' deviceState ' , lr ) ) ,
multiprocessing . Process ( target = replay_device_state , args = ( ' deviceState ' , lr ) ) ,
] ,
' camerad ' : [
* replay_cameras ( lr , frs ) ,
] ,
# TODO: fix these and run them
' paramsd ' : [
multiprocessing . Process ( target = replay_service , args = ( ' liveParameters ' , lr ) ) ,
] ,
' locationd ' : [
multiprocessing . Process ( target = replay_service , args = ( ' liveLocationKalman ' , lr ) ) ,
* cam_procs ,
] ,
}
@ -162,11 +244,13 @@ def regen_segment(lr, frs=None, outdir=FAKEDATA):
for p in procs :
p . terminate ( )
del vs
r = params . get ( " CurrentRoute " , encoding = ' utf-8 ' )
return os . path . join ( outdir , r + " --0 " )
def regen_and_save ( route , sidx , upload = False , use_route_meta = Tru e) :
def regen_and_save ( route , sidx , upload = False , use_route_meta = Fals e) :
if use_route_meta :
r = Route ( args . route )
lr = LogReader ( r . log_paths ( ) [ args . seg ] )
@ -175,6 +259,11 @@ def regen_and_save(route, sidx, upload=False, use_route_meta=True):
lr = LogReader ( f " cd:/ { route . replace ( ' | ' , ' / ' ) } / { sidx } /rlog.bz2 " )
fr = FrameReader ( f " cd:/ { route . replace ( ' | ' , ' / ' ) } / { sidx } /fcamera.hevc " )
rpath = regen_segment ( lr , { ' roadCameraState ' : fr } )
lr = LogReader ( os . path . join ( rpath , ' rlog.bz2 ' ) )
controls_state_active = [ m . controlsState . active for m in lr if m . which ( ) == ' controlsState ' ]
assert any ( controls_state_active ) , " Segment did not engage "
relr = os . path . relpath ( rpath )
print ( " \n \n " , " * " * 30 , " \n \n " )