process_replay: support for replaying multiple processes simultaneously (#28829)

* first working ProcessContainer and _replay_multi_process implementation

* Setup controlsd config_callback

* Add vision ipc support

* Remove old code

* add todo

* Update estimated processing times

* Use deepcopy when getting configs

* Rework the API to support passing multiple names or configs

* Add get_custom_params_from_lr

* Add more typing

* Enable simulation for controlsd

* Fix typing issues

* Regen refactor

* Fix linter issues

* Make wideRoadCameraState optional

* Move DummySocket to helpers

* Improve typing in regen

* Minor improvements

* Maintain sort order of internal_pub_queue using heapq

* Move ProcessContainer elsewhere

* Fix internal heap

* Change comment

* Remove subtest_name from ProcessConfig

* Update cereal

* Add newline
old-commit-hash: b2d0f74ec3

cereal

@@ -1 +1 @@
-Subproject commit cf9c5cbb9196f80a25bd8421a9921ce4801a7561
+Subproject commit 6f7102581f57eb5074b816cc2cfd984218916773

selfdrive/test/process_replay/helpers.py

@@ -2,12 +2,15 @@ import os
 import shutil
 import uuid
 
+from typing import List, Optional
+
 from common.params import Params
 
 class OpenpilotPrefix(object):
-  def __init__(self, prefix: str = None) -> None:
+  def __init__(self, prefix: str = None, clean_dirs_on_exit: bool = True):
     self.prefix = prefix if prefix else str(uuid.uuid4())
     self.msgq_path = os.path.join('/dev/shm', self.prefix)
+    self.clean_dirs_on_exit = clean_dirs_on_exit
 
   def __enter__(self):
     os.environ['OPENPILOT_PREFIX'] = self.prefix
@@ -17,10 +20,28 @@ class OpenpilotPrefix(object):
       pass
 
   def __exit__(self, exc_type, exc_obj, exc_tb):
+    if self.clean_dirs_on_exit:
+      self.clean_dirs()
+    del os.environ['OPENPILOT_PREFIX']
+    return False
+  
+  def clean_dirs(self):
     symlink_path = Params().get_param_path()
     if os.path.exists(symlink_path):
       shutil.rmtree(os.path.realpath(symlink_path), ignore_errors=True)
       os.remove(symlink_path)
     shutil.rmtree(self.msgq_path, ignore_errors=True)
-    del os.environ['OPENPILOT_PREFIX']
+
-    return False
+
+class DummySocket:
+  def __init__(self):
+    self.data: List[bytes] = []
+
+  def receive(self, non_blocking: bool = False) -> Optional[bytes]:
+    if non_blocking:
+      return None
+
+    return self.data.pop()
+
+  def send(self, data: bytes):
+    self.data.append(data)

selfdrive/test/process_replay/process_replay.py

@@ -1,11 +1,14 @@
 #!/usr/bin/env python3
 import os
 import time
+import copy
+import json
+import heapq
 import signal
 import platform
 from collections import OrderedDict
 from dataclasses import dataclass, field
-from typing import Dict, List, Optional, Callable, Union, Any
+from typing import Dict, List, Optional, Callable, Union, Any, Iterable, Tuple
 from tqdm import tqdm
 import capnp
 
@@ -19,18 +22,17 @@ from common.realtime import DT_CTRL
 from panda.python import ALTERNATIVE_EXPERIENCE
 from selfdrive.car.car_helpers import get_car, interfaces
 from selfdrive.manager.process_config import managed_processes
-from selfdrive.test.process_replay.helpers import OpenpilotPrefix
+from selfdrive.test.process_replay.helpers import OpenpilotPrefix, DummySocket
 from selfdrive.test.process_replay.vision_meta import meta_from_camera_state, available_streams
 from selfdrive.test.process_replay.migration import migrate_all
 from tools.lib.logreader import LogReader
 
 # Numpy gives different results based on CPU features after version 19
 NUMPY_TOLERANCE = 1e-7
-CI = "CI" in os.environ
-TIMEOUT = 15
 PROC_REPLAY_DIR = os.path.dirname(os.path.abspath(__file__))
 FAKEDATA = os.path.join(PROC_REPLAY_DIR, "fakedata/")
 
+
 class ReplayContext:
   def __init__(self, cfg):
     self.proc_name = cfg.proc_name
@@ -40,6 +42,14 @@ class ReplayContext:
     assert(len(self.pubs) != 0 or self.main_pub is not None)
   
   def __enter__(self):
+    self.open()
+
+    return self
+
+  def __exit__(self, exc_type, exc_obj, exc_tb):
+    self.close()
+
+  def open(self):
     messaging.toggle_fake_events(True)
     messaging.set_fake_prefix(self.proc_name)
 
@@ -50,9 +60,7 @@ class ReplayContext:
     else:
       self.events = {self.main_pub: messaging.fake_event_handle(self.main_pub, enable=True)}
 
-    return self
+  def close(self):
-
-  def __exit__(self, exc_type, exc_obj, exc_tb):
     del self.events
 
     messaging.toggle_fake_events(False)
@@ -101,8 +109,7 @@ class ProcessConfig:
   init_callback: Optional[Callable] = None
   should_recv_callback: Optional[Callable] = None
   tolerance: Optional[float] = None
-  environ: Dict[str, str] = field(default_factory=dict)
+  processing_time: float = 0.001
-  subtest_name: str = ""
   field_tolerances: Dict[str, float] = field(default_factory=dict)
   timeout: int = 30
   simulation: bool = True
@@ -112,18 +119,151 @@ class ProcessConfig:
   ignore_alive_pubs: List[str] = field(default_factory=list)
 
 
-class DummySocket:
+class ProcessContainer:
-  def __init__(self):
+  def __init__(self, cfg: ProcessConfig):
-    self.data = []
+    self.prefix = OpenpilotPrefix(clean_dirs_on_exit=False)
+    self.cfg = copy.deepcopy(cfg)
+    self.process = managed_processes[cfg.proc_name]
+    self.msg_queue: List[capnp._DynamicStructReader] = []
+    self.cnt = 0
+    self.pm: Optional[messaging.PubMaster] = None
+    self.sockets: Optional[List[messaging.SubSocket]] = None
+    self.rc: Optional[ReplayContext] = None 
+    self.vipc_server: Optional[VisionIpcServer] = None
+
+  @property
+  def has_empty_queue(self) -> bool:
+    return len(self.msg_queue) == 0
+
+  @property
+  def pubs(self) -> List[str]:
+    return self.cfg.pubs
 
-  def receive(self, non_blocking=False):
+  @property
-    if non_blocking:
+  def subs(self) -> List[str]:
-      return None
+    return self.cfg.subs
+
+  def _setup_env(self, params_config: Dict[str, Any], environ_config: Dict[str, Any]):
+    for k, v in environ_config.items():
+      if len(v) != 0:
+        os.environ[k] = v
+      elif k in os.environ:
+        del os.environ[k]
 
-    return self.data.pop()
+    os.environ["PROC_NAME"] = self.cfg.proc_name
+    if self.cfg.simulation:
+      os.environ["SIMULATION"] = "1"
+    elif "SIMULATION" in os.environ:
+      del os.environ["SIMULATION"]
+
+    params = Params()
+    for k, v in params_config.items():
+      if isinstance(v, bool):
+        params.put_bool(k, v)
+      else:
+        params.put(k, v)
+
+  def _setup_vision_ipc(self, all_msgs):
+    assert len(self.cfg.vision_pubs) != 0
+
+    device_type = next(msg.initData.deviceType for msg in all_msgs if msg.which() == "initData")
+
+    vipc_server = VisionIpcServer("camerad")
+    streams_metas = available_streams(all_msgs)
+    for meta in streams_metas:
+      if meta.camera_state in self.cfg.vision_pubs:
+        vipc_server.create_buffers(meta.stream, 2, False, *meta.frame_sizes[device_type])
+    vipc_server.start_listener()
+
+    self.vipc_server = vipc_server
+
+  def start(
+    self, params_config: Dict[str, Any], environ_config: Dict[str, Any],
+    all_msgs: Union[LogReader, List[capnp._DynamicStructReader]], fingerprint: Optional[str]
+  ):
+    with self.prefix:
+      self._setup_env(params_config, environ_config)
+
+      if self.cfg.config_callback is not None:
+        params = Params()
+        self.cfg.config_callback(params, self.cfg, all_msgs)
+
+      self.rc = ReplayContext(self.cfg)
+      self.rc.open()
+
+      self.pm = messaging.PubMaster(self.cfg.pubs)
+      self.sockets = [messaging.sub_sock(s, timeout=100) for s in self.cfg.subs]
+
+      if len(self.cfg.vision_pubs) != 0:
+        self._setup_vision_ipc(all_msgs)
+        assert self.vipc_server is not None
+
+      self.process.prepare()
+      self.process.start()
+
+      if self.cfg.init_callback is not None:
+        self.cfg.init_callback(self.rc, self.pm, all_msgs, fingerprint)
+
+      # wait for process to startup
+      with Timeout(10, error_msg=f"timed out waiting for process to start: {repr(self.cfg.proc_name)}"):
+        while not all(self.pm.all_readers_updated(s) for s in self.cfg.pubs if s not in self.cfg.ignore_alive_pubs):
+          time.sleep(0)
 
-  def send(self, data):
+  def stop(self):
-    self.data.append(data)
+    with self.prefix:
+      self.process.signal(signal.SIGKILL)
+      self.process.stop()
+      self.rc.close()
+      self.prefix.clean_dirs()
+
+  def run_step(self, msg: capnp._DynamicStructReader, frs: Optional[Dict[str, Any]]) -> List[capnp._DynamicStructReader]:
+    assert self.rc and self.pm and self.sockets and self.process.proc
+
+    output_msgs = []
+    with self.prefix, Timeout(self.cfg.timeout, error_msg=f"timed out testing process {repr(self.cfg.proc_name)}"):
+      end_of_cycle = True
+      if self.cfg.should_recv_callback is not None:
+        end_of_cycle = self.cfg.should_recv_callback(msg, self.cfg, self.cnt)
+
+      self.msg_queue.append(msg)
+      if end_of_cycle:
+        self.rc.wait_for_recv_called()
+
+        # call recv to let sub-sockets reconnect, after we know the process is ready
+        if self.cnt == 0:
+          for s in self.sockets:
+            messaging.recv_one_or_none(s)
+
+        # empty recv on drained pub indicates the end of messages, only do that if there're any
+        trigger_empty_recv = False
+        if self.cfg.main_pub and self.cfg.main_pub_drained:
+          trigger_empty_recv = next((True for m in self.msg_queue if m.which() == self.cfg.main_pub), False)
+
+        for m in self.msg_queue:
+          self.pm.send(m.which(), m.as_builder())
+          # send frames if needed
+          if self.vipc_server is not None and m.which() in self.cfg.vision_pubs:
+            camera_state = getattr(m, m.which())
+            camera_meta = meta_from_camera_state(m.which())
+            assert frs is not None
+            img = frs[m.which()].get(camera_state.frameId, pix_fmt="nv12")[0]
+            self.vipc_server.send(camera_meta.stream, img.flatten().tobytes(),
+                                  camera_state.frameId, camera_state.timestampSof, camera_state.timestampEof)
+        self.msg_queue = []
+
+        self.rc.unlock_sockets()
+        self.rc.wait_for_next_recv(trigger_empty_recv)
+
+        for socket in self.sockets:
+          ms = messaging.drain_sock(socket)
+          for m in ms:
+            m = m.as_builder()
+            m.logMonoTime = msg.logMonoTime + int(self.cfg.processing_time * 1e9)
+            output_msgs.append(m.as_reader())
+        self.cnt += 1
+    assert self.process.proc.is_alive()
+
+    return output_msgs
 
 
 def controlsd_fingerprint_callback(rc, pm, msgs, fingerprint):
@@ -244,19 +384,36 @@ class FrequencyBasedRcvCallback:
     return bool(len(resp_sockets))
   
 
-def laikad_config_pubsub_callback(params, cfg):
+def controlsd_config_callback(params, cfg, lr):
+  controlsState = None
+  initialized = False
+  for msg in lr:
+    if msg.which() == "controlsState":
+      controlsState = msg.controlsState
+      if initialized:
+        break
+    elif msg.which() == "carEvents":
+      initialized = car.CarEvent.EventName.controlsInitializing not in [e.name for e in msg.carEvents]
+
+  assert controlsState is not None and initialized, "controlsState never initialized"
+  params.put("ReplayControlsState", controlsState.as_builder().to_bytes())
+
+
+def laikad_config_pubsub_callback(params, cfg, lr):
   ublox = params.get_bool("UbloxAvailable")
   main_key = "ubloxGnss" if ublox else "qcomGnss"
   sub_keys = ({"qcomGnss", } if ublox else {"ubloxGnss", })
 
-  return set(cfg.pubs) - sub_keys, main_key, True
+  cfg.pubs = set(cfg.pubs) - sub_keys
+  cfg.main_pub = main_key
+  cfg.main_pub_drained = True
 
 
-def locationd_config_pubsub_callback(params, cfg):
+def locationd_config_pubsub_callback(params, cfg, lr):
   ublox = params.get_bool("UbloxAvailable")
   sub_keys = ({"gpsLocation", } if ublox else {"gpsLocationExternal", })
   
-  return set(cfg.pubs) - sub_keys, None, False
+  cfg.pubs = set(cfg.pubs) - sub_keys
 
 
 CONFIGS = [
@@ -270,9 +427,11 @@ CONFIGS = [
     ],
     subs=["controlsState", "carState", "carControl", "sendcan", "carEvents", "carParams"],
     ignore=["logMonoTime", "valid", "controlsState.startMonoTime", "controlsState.cumLagMs"],
+    config_callback=controlsd_config_callback,
     init_callback=controlsd_fingerprint_callback,
     should_recv_callback=controlsd_rcv_callback,
     tolerance=NUMPY_TOLERANCE,
+    processing_time=0.004,
     main_pub="can",
   ),
   ProcessConfig(
@@ -327,6 +486,7 @@ CONFIGS = [
     init_callback=get_car_params_callback,
     should_recv_callback=FrequencyBasedRcvCallback("liveLocationKalman"),
     tolerance=NUMPY_TOLERANCE,
+    processing_time=0.004,
   ),
   ProcessConfig(
     proc_name="ubloxd",
@@ -341,6 +501,7 @@ CONFIGS = [
     ignore=["logMonoTime"],
     config_callback=laikad_config_pubsub_callback,
     tolerance=NUMPY_TOLERANCE,
+    processing_time=0.002,
     timeout=60*10,  # first messages are blocked on internet assistance
     main_pub="ubloxGnss", # config_callback will switch this to qcom if needed
   ),
@@ -360,6 +521,7 @@ CONFIGS = [
     ignore=["logMonoTime", "modelV2.frameDropPerc", "modelV2.modelExecutionTime"],
     should_recv_callback=ModeldCameraSyncRcvCallback(),
     tolerance=NUMPY_TOLERANCE,
+    processing_time=0.020,
     main_pub=vipc_get_endpoint_name("camerad", meta_from_camera_state("roadCameraState").stream),
     main_pub_drained=False,
     vision_pubs=["roadCameraState", "wideRoadCameraState"],
@@ -372,6 +534,7 @@ CONFIGS = [
     ignore=["logMonoTime", "driverStateV2.modelExecutionTime", "driverStateV2.dspExecutionTime"],
     should_recv_callback=dmonitoringmodeld_rcv_callback,
     tolerance=NUMPY_TOLERANCE,
+    processing_time=0.020,
     main_pub=vipc_get_endpoint_name("camerad", meta_from_camera_state("driverCameraState").stream),
     main_pub_drained=False,
     vision_pubs=["driverCameraState"],
@@ -380,27 +543,73 @@ CONFIGS = [
 ]
 
 
-def get_process_config(name):
+def get_process_config(name: str) -> ProcessConfig:
   try:
-    return next(c for c in CONFIGS if c.proc_name == name)
+    return copy.deepcopy(next(c for c in CONFIGS if c.proc_name == name))
   except StopIteration as ex:
     raise Exception(f"Cannot find process config with name: {name}") from ex
 
 
-def replay_process_with_name(name, lr, *args, **kwargs):
+def get_custom_params_from_lr(lr: Union[LogReader, List[capnp._DynamicStructReader]], initial_state: str = "first") -> Dict[str, Any]:
-  cfg = get_process_config(name)
+  """
-  return replay_process(cfg, lr, *args, **kwargs)
+  Use this to get custom params dict based on provided logs. 
+  Useful when replaying following processes: calibrationd, paramsd, torqued
+  The params may be based on first or last message of given type (carParams, liveCalibration, liveParameters, liveTorqueParameters) in the logs.
+  """
+
+  car_params = [m for m in lr if m.which() == "carParams"]
+  live_calibration = [m for m in lr if m.which() == "liveCalibration"]
+  live_parameters = [m for m in lr if m.which() == "liveParameters"]
+  live_torque_parameters = [m for m in lr if m.which() == "liveTorqueParameters"]
+
+  assert initial_state in ["first", "last"]
+  msg_index = 0 if initial_state == "first" else -1
+
+  assert len(car_params) > 0, "carParams required for initial state of liveParameters and liveTorqueCarParams"
+  CP = car_params[msg_index].carParams
+
+  custom_params = {}
+  if len(live_calibration) > 0:
+    custom_params["CalibrationParams"] = live_calibration[msg_index].as_builder().to_bytes()
+  if len(live_parameters) > 0:
+    lp_dict = live_parameters[msg_index].to_dict()
+    lp_dict["carFingerprint"] = CP.carFingerprint
+    custom_params["LiveParameters"] = json.dumps(lp_dict)
+  if len(live_torque_parameters) > 0:
+    custom_params["LiveTorqueCarParams"] = CP.as_builder().to_bytes()
+    custom_params["LiveTorqueParameters"] = live_torque_parameters[msg_index].as_builder().to_bytes()
+
+  return custom_params
+
+
+def replay_process_with_name(name: Union[str, Iterable[str]], lr: Union[LogReader, List[capnp._DynamicStructReader]], *args, **kwargs) -> List[capnp._DynamicStructReader]:
+  if isinstance(name, str):
+    cfgs = [get_process_config(name)]
+  elif isinstance(name, Iterable):
+    cfgs = [get_process_config(n) for n in name]
+  else:
+    raise ValueError("name must be str or collections of strings")
+
+  return replay_process(cfgs, lr, *args, **kwargs)
 
 
-def replay_process(cfg, lr, frs=None, fingerprint=None, return_all_logs=False, custom_params=None, disable_progress=False):
+def replay_process(
-  all_msgs = migrate_all(lr, old_logtime=True, camera_states=len(cfg.vision_pubs) != 0)
+  cfg: Union[ProcessConfig, Iterable[ProcessConfig]], lr: Union[LogReader, List[capnp._DynamicStructReader]], frs: Optional[Dict[str, Any]] = None, 
-  process_logs = _replay_single_process(cfg, all_msgs, frs, fingerprint, custom_params, disable_progress)
+  fingerprint: Optional[str] = None, return_all_logs: bool = False, custom_params: Optional[Dict[str, Any]] = None, disable_progress: bool = False
+) -> List[capnp._DynamicStructReader]:
+  if isinstance(cfg, Iterable):
+    cfgs = list(cfg)
+  else:
+    cfgs = [cfg]
+
+  all_msgs = migrate_all(lr, old_logtime=True, camera_states=any(len(cfg.vision_pubs) != 0 for cfg in cfgs))
+  process_logs = _replay_multi_process(cfgs, all_msgs, frs, fingerprint, custom_params, disable_progress)
 
   if return_all_logs:
-    keys = set(cfg.subs)
+    keys = {m.which() for m in process_logs}
     modified_logs = [m for m in all_msgs if m.which() not in keys]
     modified_logs.extend(process_logs)
-    modified_logs.sort(key=lambda m: m.logMonoTime)
+    modified_logs.sort(key=lambda m: int(m.logMonoTime))
     log_msgs = modified_logs
   else:
     log_msgs = process_logs
@@ -408,202 +617,131 @@ def replay_process(cfg, lr, frs=None, fingerprint=None, return_all_logs=False, c
   return log_msgs
 
 
-def _replay_single_process(
+def _replay_multi_process(
-  cfg: ProcessConfig, lr: Union[LogReader, List[capnp._DynamicStructReader]], frs: Optional[Dict[str, Any]],
+  cfgs: List[ProcessConfig], lr: Union[LogReader, List[capnp._DynamicStructReader]], frs: Optional[Dict[str, Any]],
   fingerprint: Optional[str], custom_params: Optional[Dict[str, Any]], disable_progress: bool
-):
+) -> List[capnp._DynamicStructReader]:
-  with OpenpilotPrefix():
-    controlsState = None
-    initialized = False
-    if cfg.proc_name == "controlsd":
-      for msg in lr:
-        if msg.which() == "controlsState":
-          controlsState = msg.controlsState
-          if initialized:
-            break
-        elif msg.which() == "carEvents":
-          initialized = car.CarEvent.EventName.controlsInitializing not in [e.name for e in msg.carEvents]
-
-      assert controlsState is not None and initialized, "controlsState never initialized"
-
   if fingerprint is not None:
-      setup_env(cfg=cfg, controlsState=controlsState, lr=lr, fingerprint=fingerprint, custom_params=custom_params)
+    params_config = generate_params_config(lr=lr, fingerprint=fingerprint, custom_params=custom_params)
+    env_config = generate_environ_config(fingerprint=fingerprint)
   else:
     CP = next((m.carParams for m in lr if m.which() == "carParams"), None)
-      assert CP is not None or "carParams" not in cfg.pubs, "carParams are missing and process needs it" 
+    params_config = generate_params_config(lr=lr, CP=CP, custom_params=custom_params)
-      setup_env(cfg=cfg, CP=CP, controlsState=controlsState, lr=lr, custom_params=custom_params)
+    env_config = generate_environ_config(CP=CP)
-
-    if cfg.config_callback is not None:
-      params = Params()
-      cfg.pubs, cfg.main_pub, cfg.main_pub_drained = cfg.config_callback(params, cfg)
-
-    all_msgs = sorted(lr, key=lambda msg: msg.logMonoTime)
-    pub_msgs = [msg for msg in all_msgs if msg.which() in set(cfg.pubs)]
 
-    with ReplayContext(cfg) as rc:
+  # validate frs and vision pubs
-      pm = messaging.PubMaster(cfg.pubs)
+  for cfg in cfgs:
-      sockets = {s: messaging.sub_sock(s, timeout=100) for s in cfg.subs}
+    if len(cfg.vision_pubs) == 0:
+      continue
     
-      vipc_server = None
-      if len(cfg.vision_pubs) != 0:
     assert frs is not None, "frs must be provided when replaying process using vision streams"
     assert all(meta_from_camera_state(st) is not None for st in cfg.vision_pubs),f"undefined vision stream spotted, probably misconfigured process: {cfg.vision_pubs}"
     assert all(st in frs for st in cfg.vision_pubs), f"frs for this process must contain following vision streams: {cfg.vision_pubs}"
-        vipc_server = setup_vision_ipc(cfg, lr)
 
-      managed_processes[cfg.proc_name].prepare()
+  all_msgs = sorted(lr, key=lambda msg: msg.logMonoTime)
-      managed_processes[cfg.proc_name].start()
+  log_msgs = []
-
-      if cfg.init_callback is not None:
-        cfg.init_callback(rc, pm, all_msgs, fingerprint)
-
-      log_msgs, msg_queue = [], []
   try:
-        # Wait for process to startup
+    containers = []
-        with Timeout(10, error_msg=f"timed out waiting for process to start: {repr(cfg.proc_name)}"):
+    for cfg in cfgs:
-          while not all(pm.all_readers_updated(s) for s in cfg.pubs if s not in cfg.ignore_alive_pubs):
+      container = ProcessContainer(cfg)
-            time.sleep(0)
+      container.start(params_config, env_config, all_msgs, fingerprint)
-
+      containers.append(container)
-        # Do the replay
+
-        cnt = 0
+    all_pubs = set([pub for container in containers for pub in container.pubs])
-        for msg in tqdm(pub_msgs, disable=disable_progress):
+    all_subs = set([sub for container in containers for sub in container.subs])
-          with Timeout(cfg.timeout, error_msg=f"timed out testing process {repr(cfg.proc_name)}, {cnt}/{len(pub_msgs)} msgs done"):
+    lr_pubs = all_pubs - all_subs
-            resp_sockets, end_of_cycle = cfg.subs, True
+    pubs_to_containers = {pub: [container for container in containers if pub in container.pubs] for pub in all_pubs}
-            if cfg.should_recv_callback is not None:
+
-              end_of_cycle = cfg.should_recv_callback(msg, cfg, cnt)
+    pub_msgs = [msg for msg in all_msgs if msg.which() in lr_pubs]
-
+    # external queue for messages taken from logs; internal queue for messages generated by processes, which will be republished
-            msg_queue.append(msg)
+    external_pub_queue: List[capnp._DynamicStructReader] = pub_msgs.copy()
-            if end_of_cycle:
+    internal_pub_queue: List[capnp._DynamicStructReader] = []
-              rc.wait_for_recv_called()
+    # heap for maintaining the order of messages generated by processes, where each element: (logMonoTime, index in internal_pub_queue)
-
+    internal_pub_index_heap: List[Tuple[int, int]] = []
-              # call recv to let sub-sockets reconnect, after we know the process is ready
+
-              if cnt == 0:
+    pbar = tqdm(total=len(external_pub_queue), disable=disable_progress)
-                for s in sockets.values():
+    while len(external_pub_queue) != 0 or (len(internal_pub_index_heap) != 0 and not all(c.has_empty_queue for c in containers)):
-                  messaging.recv_one_or_none(s)
+      if len(internal_pub_index_heap) == 0 or (len(external_pub_queue) != 0 and external_pub_queue[0].logMonoTime < internal_pub_index_heap[0][0]):
-
+        msg = external_pub_queue.pop(0)
-              # empty recv on drained pub indicates the end of messages, only do that if there're any
+        pbar.update(1)
-              trigger_empty_recv = False
+      else:
-              if cfg.main_pub and cfg.main_pub_drained:
+        _, index = heapq.heappop(internal_pub_index_heap)
-                trigger_empty_recv = next((True for m in msg_queue if m.which() == cfg.main_pub), False)
+        msg = internal_pub_queue[index]
-
+
-              for m in msg_queue:
+      target_containers = pubs_to_containers[msg.which()]
-                pm.send(m.which(), m.as_builder())
+      for container in target_containers:
-                # send frames if needed
+        output_msgs = container.run_step(msg, frs)
-                if vipc_server is not None and m.which() in cfg.vision_pubs:
+        for m in output_msgs:
-                  camera_state = getattr(m, m.which())
+          if m.which() in all_pubs:
-                  camera_meta = meta_from_camera_state(m.which())
+            internal_pub_queue.append(m)
-                  assert frs is not None
+            heapq.heappush(internal_pub_index_heap, (m.logMonoTime, len(internal_pub_queue) - 1))
-                  img = frs[m.which()].get(camera_state.frameId, pix_fmt="nv12")[0]
+        log_msgs.extend(output_msgs)
-                  vipc_server.send(camera_meta.stream, img.flatten().tobytes(),
-                                  camera_state.frameId, camera_state.timestampSof, camera_state.timestampEof)
-              msg_queue = []
-
-              rc.unlock_sockets()
-              rc.wait_for_next_recv(trigger_empty_recv)
-
-              for s in resp_sockets:
-                ms = messaging.drain_sock(sockets[s])  
-                for m in ms:
-                  m = m.as_builder()
-                  m.logMonoTime = msg.logMonoTime
-                  log_msgs.append(m.as_reader())
-              cnt += 1
-          proc = managed_processes[cfg.proc_name].proc
-          assert(proc and proc.is_alive())
   finally:
-        managed_processes[cfg.proc_name].signal(signal.SIGKILL)
+    for container in containers:
-        managed_processes[cfg.proc_name].stop()
+      container.stop()
 
   return log_msgs
 
 
-def setup_vision_ipc(cfg, lr):
+def generate_params_config(lr=None, CP=None, fingerprint=None, custom_params=None) -> Dict[str, Any]:
-  assert len(cfg.vision_pubs) != 0
+  params_dict = {
-
+    "OpenpilotEnabledToggle": True,
-  device_type = next(msg.initData.deviceType for msg in lr if msg.which() == "initData")
+    "Passive": False,
-
+    "DisengageOnAccelerator": True,
-  vipc_server = VisionIpcServer("camerad")
+    "DisableLogging": False,
-  streams_metas = available_streams(lr)
+  }
-  for meta in streams_metas:
-    if meta.camera_state in cfg.vision_pubs:
-      vipc_server.create_buffers(meta.stream, 2, False, *meta.frame_sizes[device_type])
-  vipc_server.start_listener()
-
-  return vipc_server
   
+  if custom_params is not None:
+    params_dict.update(custom_params)
+  if lr is not None:
+    has_ublox = any(msg.which() == "ubloxGnss" for msg in lr)
+    params_dict["UbloxAvailable"] = has_ublox
+    is_rhd = next((msg.driverMonitoringState.isRHD for msg in lr if msg.which() == "driverMonitoringState"), False)
+    params_dict["IsRhdDetected"] = is_rhd
 
-def setup_env(cfg=None, CP=None, controlsState=None, lr=None, fingerprint=None, custom_params=None, log_dir=None):
+  if CP is not None:
-  if platform.system() != "Darwin":
+    if CP.alternativeExperience == ALTERNATIVE_EXPERIENCE.DISABLE_DISENGAGE_ON_GAS:
-    os.environ["PARAMS_ROOT"] = "/dev/shm/params"
+      params_dict["DisengageOnAccelerator"] = False
-  if log_dir is not None:
-    os.environ["LOG_ROOT"] = log_dir
 
-  params = Params()
+    if fingerprint is None:
-  params.clear_all()
+      if CP.fingerprintSource == "fw":
-  params.put_bool("OpenpilotEnabledToggle", True)
+        params_dict["CarParamsCache"] = CP.as_builder().to_bytes()
-  params.put_bool("Passive", False)
-  params.put_bool("DisengageOnAccelerator", True)
-  params.put_bool("DisableLogging", False)
-  if custom_params is not None:
-    for k, v in custom_params.items():
-      if type(v) == bool:
-        params.put_bool(k, v)
-      else:
-        params.put(k, v)
 
-  os.environ["NO_RADAR_SLEEP"] = "1"
+    if CP.openpilotLongitudinalControl:
-  os.environ["REPLAY"] = "1"
+      params_dict["ExperimentalLongitudinalEnabled"] = True
-  if fingerprint is not None:
-    os.environ['SKIP_FW_QUERY'] = "1"
-    os.environ['FINGERPRINT'] = fingerprint
-  else:
-    os.environ["SKIP_FW_QUERY"] = ""
-    os.environ["FINGERPRINT"] = ""
 
-  if lr is not None:
+  return params_dict
-    services = {m.which() for m in lr}
-    params.put_bool("UbloxAvailable", "ubloxGnss" in services)
-  
-  if cfg is not None:
-    # Clear all custom processConfig environment variables
-    for config in CONFIGS:
-      for k, _ in config.environ.items():
-        if k in os.environ:
-          del os.environ[k]
 
-    os.environ.update(cfg.environ)
-    os.environ['PROC_NAME'] = cfg.proc_name
 
-  if cfg is not None and cfg.simulation:
+def generate_environ_config(CP=None, fingerprint=None, log_dir=None) -> Dict[str, Any]:
-    os.environ["SIMULATION"] = "1"
+  environ_dict = {}
-  elif "SIMULATION" in os.environ:
+  if platform.system() != "Darwin":
-    del os.environ["SIMULATION"]
+    environ_dict["PARAMS_ROOT"] = "/dev/shm/params"
+  if log_dir is not None:
+    environ_dict["LOG_ROOT"] = log_dir
 
-  # Initialize controlsd with a controlsState packet
+  environ_dict["NO_RADAR_SLEEP"] = "1"
-  if controlsState is not None:
+  environ_dict["REPLAY"] = "1"
-    params.put("ReplayControlsState", controlsState.as_builder().to_bytes())
-  else:
-    params.remove("ReplayControlsState")
 
   # Regen or python process
-  if CP is not None:
+  if CP is not None and fingerprint is None:
-    if CP.alternativeExperience == ALTERNATIVE_EXPERIENCE.DISABLE_DISENGAGE_ON_GAS:
-      params.put_bool("DisengageOnAccelerator", False)
-
-    if fingerprint is None:
     if CP.fingerprintSource == "fw":
-        params.put("CarParamsCache", CP.as_builder().to_bytes())
+      environ_dict['SKIP_FW_QUERY'] = ""
-        os.environ['SKIP_FW_QUERY'] = ""
+      environ_dict['FINGERPRINT'] = ""
-        os.environ['FINGERPRINT'] = ""
     else:
-        os.environ['SKIP_FW_QUERY'] = "1"
+      environ_dict['SKIP_FW_QUERY'] = "1"
-        os.environ['FINGERPRINT'] = CP.carFingerprint
+      environ_dict['FINGERPRINT'] = CP.carFingerprint
+  elif fingerprint is not None:
+    environ_dict['SKIP_FW_QUERY'] = "1"
+    environ_dict['FINGERPRINT'] = fingerprint
+  else:
+    environ_dict["SKIP_FW_QUERY"] = ""
+    environ_dict["FINGERPRINT"] = ""
   
-    if CP.openpilotLongitudinalControl:
+  return environ_dict
-      params.put_bool("ExperimentalLongitudinalEnabled", True)
 
 
-def check_openpilot_enabled(msgs):
+def check_openpilot_enabled(msgs: Union[LogReader, List[capnp._DynamicStructReader]]) -> bool:
   cur_enabled_count = 0
   max_enabled_count = 0
   for msg in msgs:

selfdrive/test/process_replay/regen.py

@@ -1,336 +1,95 @@
 #!/usr/bin/env python3
-import bz2
 import os
-import time
-import multiprocessing
 import argparse
-from tqdm import tqdm
+import time
-# run DM procs
+import capnp
-os.environ["USE_WEBCAM"] = "1"
 
-import cereal.messaging as messaging
+from typing import Union, Iterable, Optional, List, Any, Dict, Tuple
-from cereal import car
+
-from cereal.services import service_list
+from selfdrive.test.process_replay.process_replay import CONFIGS, FAKEDATA, replay_process, get_process_config, check_openpilot_enabled, get_custom_params_from_lr
-from cereal.visionipc import VisionIpcServer, VisionStreamType
-from common.params import Params
-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, tici_e_frame_size
-from panda.python import Panda
-from selfdrive.car.toyota.values import EPS_SCALE
-from selfdrive.manager.process import ensure_running
-from selfdrive.manager.process_config import managed_processes
-from selfdrive.test.process_replay.process_replay import CONFIGS, FAKEDATA, setup_env, check_openpilot_enabled
-from selfdrive.test.process_replay.migration import migrate_all
 from selfdrive.test.update_ci_routes import upload_route
 from tools.lib.route import Route
 from tools.lib.framereader import FrameReader
 from tools.lib.logreader import LogReader
+from tools.lib.helpers import save_log
 
-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']]
-
-  # TODO: safety param migration should be handled automatically
-  safety_param_migration = {
-    "TOYOTA PRIUS 2017": EPS_SCALE["TOYOTA PRIUS 2017"] | Panda.FLAG_TOYOTA_STOCK_LONGITUDINAL,
-    "TOYOTA RAV4 2017": EPS_SCALE["TOYOTA RAV4 2017"] | Panda.FLAG_TOYOTA_ALT_BRAKE,
-    "KIA EV6 2022": Panda.FLAG_HYUNDAI_EV_GAS | Panda.FLAG_HYUNDAI_CANFD_HDA2,
-  }
-
-  # Migrate safety param base on carState
-  cp = [m for m in msgs if m.which() == 'carParams'][0].carParams
-  if cp.carFingerprint in safety_param_migration:
-    safety_param = safety_param_migration[cp.carFingerprint]
-  elif len(cp.safetyConfigs):
-    safety_param = cp.safetyConfigs[0].safetyParam
-    if cp.safetyConfigs[0].safetyParamDEPRECATED != 0:
-      safety_param = cp.safetyConfigs[0].safetyParamDEPRECATED
-  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.pandaStates[-1].safetyParam = safety_param
-        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_event(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:
-      m = m.as_builder()
-      m.logMonoTime = int(sec_since_boot() * 1e9)
-      getattr(m, m.which()).timestamp = m.logMonoTime
-      pm.send(m.which(), 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:
-      new_m = m.as_builder()
-      new_m.logMonoTime = int(sec_since_boot() * 1e9)
-      pm.send(s, new_m)
-      rk.keep_time()
-
-
-def replay_cameras(lr, frs, disable_tqdm=False):
-  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),
-    ("wideRoadCameraState", DT_MDL, tici_e_frame_size, VisionStreamType.VISION_STREAM_WIDE_ROAD),
-    ("driverCameraState", DT_DMON, tici_d_frame_size, VisionStreamType.VISION_STREAM_DRIVER),
-  ]
-
-  def replay_camera(s, stream, dt, vipc_server, frames, size):
-    services = [(s, stream)]
-    pm = messaging.PubMaster([s for s, _ in services])
-    rk = Ratekeeper(1 / dt, print_delay_threshold=None)
-
-    img = b"\x00" * int(size[0] * size[1] * 3 / 2)
-    while True:
-      if frames is not None:
-        img = frames[rk.frame % len(frames)]
-
-      rk.keep_time()
-
-      for s, stream in services:
-        m = messaging.new_message(s)
-        msg = getattr(m, s)
-        msg.frameId = rk.frame
-        msg.timestampSof = m.logMonoTime
-        msg.timestampEof = m.logMonoTime
-        pm.send(s, m)
-
-        vipc_server.send(stream, img, msg.frameId, msg.timestampSof, msg.timestampEof)
 
-  init_data = [m for m in lr if m.which() == 'initData'][0]
+def regen_segment(
-  cameras = tici_cameras if (init_data.initData.deviceType in ['tici', 'tizi']) else eon_cameras
+  lr: Union[LogReader, List[capnp._DynamicStructReader]], frs: Optional[Dict[str, Any]] = None, 
-
+  daemons: Union[str, Iterable[str]] = "all", disable_tqdm: bool = False
-  # init vipc server and cameras
+) -> List[capnp._DynamicStructReader]:
-  p = []
-  vs = VisionIpcServer("camerad")
-  for (s, dt, size, stream) in cameras:
-    fr = frs.get(s, None)
-
-    frames = None
-    if fr is not None:
-      print(f"Decompressing frames {s}")
-      frames = []
-      for i in tqdm(range(fr.frame_count), disable=disable_tqdm):
-        img = fr.get(i, pix_fmt='nv12')[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, frames, size)))
-
-  vs.start_listener()
-  return vs, p
-
-
-def regen_segment(lr, frs=None, daemons="all", outdir=FAKEDATA, disable_tqdm=False):
   if not isinstance(daemons, str) and not hasattr(daemons, "__iter__"):
     raise ValueError("whitelist_proc must be a string or iterable")
 
-  lr = migrate_all(lr)
+  all_msgs = sorted(lr, key=lambda m: m.logMonoTime)
-  if frs is None:
+  custom_params = get_custom_params_from_lr(all_msgs)
-    frs = dict()
-
-  # Get and setup initial state
-  CP = [m for m in lr if m.which() == 'carParams'][0].carParams
-  controlsState = [m for m in lr if m.which() == 'controlsState'][0].controlsState
-  liveCalibration = [m for m in lr if m.which() == 'liveCalibration'][0]
 
-  setup_env(CP=CP, controlsState=controlsState, log_dir=outdir)
-
-  params = Params()
-  params.put("CalibrationParams", liveCalibration.as_builder().to_bytes())
-
-  vs, cam_procs = replay_cameras(lr, frs, disable_tqdm=disable_tqdm)
-  fake_daemons = {
-    'sensord': [
-      multiprocessing.Process(target=replay_sensor_event, args=('accelerometer', lr)),
-      multiprocessing.Process(target=replay_sensor_event, args=('gyroscope', lr)),
-      multiprocessing.Process(target=replay_sensor_event, args=('magnetometer', lr)),
-    ],
-    'pandad': [
-      multiprocessing.Process(target=replay_service, args=('can', lr)),
-      multiprocessing.Process(target=replay_service, args=('ubloxRaw', lr)),
-      multiprocessing.Process(target=replay_panda_states, args=('pandaStates', lr)),
-    ],
-    'manager': [
-      multiprocessing.Process(target=replay_manager_state, args=('managerState', lr)),
-    ],
-    'thermald': [
-      multiprocessing.Process(target=replay_device_state, args=('deviceState', lr)),
-    ],
-    'rawgpsd': [
-      multiprocessing.Process(target=replay_service, args=('qcomGnss', lr)),
-      multiprocessing.Process(target=replay_service, args=('gpsLocation', lr)),
-    ],
-    'camerad': [
-      *cam_procs,
-    ],
-  }
-  # TODO add configs for modeld, dmonitoringmodeld
-  fakeable_daemons = {}
-  for config in CONFIGS:
-    processes = [
-      multiprocessing.Process(target=replay_service, args=(msg, lr)) 
-      for msg in config.subs
-    ]
-    fakeable_daemons[config.proc_name] = processes
-
-  additional_fake_daemons = {}
   if daemons != "all":
-    additional_fake_daemons = fakeable_daemons
     if isinstance(daemons, str):
       raise ValueError(f"Invalid value for daemons: {daemons}")
 
+    replayed_processes = []
     for d in daemons:
-      if d in fake_daemons:
+      cfg = get_process_config(d)
-        raise ValueError(f"Running daemon {d} is not supported!")
+      replayed_processes.append(cfg)
-      
+  else:
-      if d in fakeable_daemons:
+    replayed_processes = CONFIGS
-        del additional_fake_daemons[d]
-
-  all_fake_daemons = {**fake_daemons, **additional_fake_daemons}
-
-  try:
-    # TODO: make first run of onnxruntime CUDA provider fast
-    if "modeld" not in all_fake_daemons:
-      managed_processes["modeld"].start()
-    if "dmonitoringmodeld" not in all_fake_daemons:
-      managed_processes["dmonitoringmodeld"].start()
-    time.sleep(5)
-
-    # start procs up
-    ignore = list(all_fake_daemons.keys()) \
-           + ['ui', 'manage_athenad', 'uploader', 'soundd', 'micd', 'navd']
-    
-    print("Faked daemons:", ", ".join(all_fake_daemons.keys()))
-    print("Running daemons:", ", ".join([key for key in managed_processes.keys() if key not in ignore]))
-
-    ensure_running(managed_processes.values(), started=True, params=Params(), CP=car.CarParams(), not_run=ignore)
-    for procs in all_fake_daemons.values():
-      for p in procs:
-        p.start()
-
-    for _ in tqdm(range(60), disable=disable_tqdm):
-      # ensure all procs are running
-      for d, procs in all_fake_daemons.items():
-        for p in procs:
-          if not p.is_alive():
-            raise Exception(f"{d}'s {p.name} died")
-      time.sleep(1)
-  finally:
-    # kill everything
-    for p in managed_processes.values():
-      p.stop()
-    for procs in all_fake_daemons.values():
-      for p in procs:
-        p.terminate()
 
-  del vs
+  print("Replayed processes:", [p.proc_name for p in replayed_processes])
+  print("\n\n", "*"*30, "\n\n", sep="")
 
-  segment = params.get("CurrentRoute", encoding='utf-8') + "--0"
+  output_logs = replay_process(replayed_processes, all_msgs, frs, return_all_logs=True, custom_params=custom_params, disable_progress=disable_tqdm)
-  seg_path = os.path.join(outdir, segment)
-  # check to make sure openpilot is engaged in the route
-  if not check_openpilot_enabled(LogReader(os.path.join(seg_path, "rlog"))):
-    raise Exception(f"Route did not engage for long enough: {segment}")
 
-  return seg_path
+  return output_logs
 
 
-def regen_and_save(route, sidx, daemons="all", upload=False, use_route_meta=False, outdir=FAKEDATA, disable_tqdm=False):
+def setup_data_readers(route: str, sidx: int, use_route_meta: bool) -> Tuple[LogReader, Dict[str, Any]]:
   if use_route_meta:
     r = Route(route)
     lr = LogReader(r.log_paths()[sidx])
-    fr = FrameReader(r.camera_paths()[sidx])
+    frs = {}
-    if r.ecamera_paths()[sidx] is not None:
+    if len(r.camera_paths()) > sidx and r.camera_paths()[sidx] is not None:
-      wfr = FrameReader(r.ecamera_paths()[sidx])
+      frs['roadCameraState'] = FrameReader(r.camera_paths()[sidx])
-    else:
+    if len(r.ecamera_paths()) > sidx and r.ecamera_paths()[sidx] is not None:
-      wfr = None
+      frs['wideCameraState'] = FrameReader(r.ecamera_paths()[sidx])
+    if len(r.dcamera_paths()) > sidx and r.dcamera_paths()[sidx] is not None:
+      frs['driverCameraState'] = FrameReader(r.dcamera_paths()[sidx])
   else:
     lr = LogReader(f"cd:/{route.replace('|', '/')}/{sidx}/rlog.bz2")
-    fr = FrameReader(f"cd:/{route.replace('|', '/')}/{sidx}/fcamera.hevc")
+    frs = {
-    device_type = next(iter(lr)).initData.deviceType
+      'roadCameraState': FrameReader(f"cd:/{route.replace('|', '/')}/{sidx}/fcamera.hevc"),
-    if device_type in ['tici', 'tizi']:
+      'driverCameraState': FrameReader(f"cd:/{route.replace('|', '/')}/{sidx}/dcamera.hevc"),
-      wfr = FrameReader(f"cd:/{route.replace('|', '/')}/{sidx}/ecamera.hevc")
+    }
-    else:
+    if next((True for m in lr if m.which() == "wideRoadCameraState"), False):
-      wfr = None
+      frs['wideRoadCameraState'] = FrameReader(f"cd:/{route.replace('|', '/')}/{sidx}/ecamera.hevc")
+
+  return lr, frs
 
-  frs = {'roadCameraState': fr}
-  if wfr is not None:
-    frs['wideRoadCameraState'] = wfr
-  rpath = regen_segment(lr, frs, daemons, outdir=outdir, disable_tqdm=disable_tqdm)
 
-  # compress raw rlog before uploading
+def regen_and_save(
-  with open(os.path.join(rpath, "rlog"), "rb") as f:
+  route: str, sidx: int, daemons: Union[str, Iterable[str]] = "all", outdir: str = FAKEDATA,
-    data = bz2.compress(f.read())
+  upload: bool = False, use_route_meta: bool = False, disable_tqdm: bool = False
-  with open(os.path.join(rpath, "rlog.bz2"), "wb") as f:
+) -> str:
-    f.write(data)
+  lr, frs = setup_data_readers(route, sidx, use_route_meta)
-  os.remove(os.path.join(rpath, "rlog"))
+  output_logs = regen_segment(lr, frs, daemons, disable_tqdm=disable_tqdm)
 
-  lr = LogReader(os.path.join(rpath, 'rlog.bz2'))
+  log_dir = os.path.join(outdir, time.strftime("%Y-%m-%d--%H-%M-%S--0", time.gmtime()))
-  controls_state_active = [m.controlsState.active for m in lr if m.which() == 'controlsState']
+  rel_log_dir = os.path.relpath(log_dir)
-  assert any(controls_state_active), "Segment did not engage"
+  rpath = os.path.join(log_dir, "rlog.bz2")
 
-  relr = os.path.relpath(rpath)
+  os.makedirs(log_dir)
+  save_log(rpath, output_logs, compress=True)
+
+  print("\n\n", "*"*30, "\n\n", sep="")
+  print("New route:", rel_log_dir, "\n")
+
+  if not check_openpilot_enabled(output_logs):
+    raise Exception("Route did not engage for long enough")
 
-  print("\n\n", "*"*30, "\n\n")
-  print("New route:", relr, "\n")
   if upload:
-    upload_route(relr, exclude_patterns=['*.hevc', ])
+    upload_route(rel_log_dir)
-  return relr
+
+  return rel_log_dir
 
 
 if __name__ == "__main__":
@@ -348,4 +107,4 @@ if __name__ == "__main__":
   parser.add_argument("seg", type=int, help="Segment in source route")
   args = parser.parse_args()
 
-  regen_and_save(args.route, args.seg, args.whitelist_procs, args.upload, outdir=args.outdir)
+  regen_and_save(args.route, args.seg, daemons=args.whitelist_procs, upload=args.upload, outdir=args.outdir)

selfdrive/test/process_replay/test_processes.py

@@ -82,7 +82,7 @@ def run_test_process(data):
     assert os.path.exists(cur_log_fn), f"Cannot find log to upload: {cur_log_fn}"
     upload_file(cur_log_fn, os.path.basename(cur_log_fn))
     os.remove(cur_log_fn)
-  return (segment, cfg.proc_name, cfg.subtest_name, res)
+  return (segment, cfg.proc_name, res)
 
 
 def get_log_data(segment):
@@ -224,24 +224,24 @@ if __name__ == "__main__":
         if cfg.proc_name not in tested_procs:
           continue
 
-        cur_log_fn = os.path.join(FAKEDATA, f"{segment}_{cfg.proc_name}{cfg.subtest_name}_{cur_commit}.bz2")
+        cur_log_fn = os.path.join(FAKEDATA, f"{segment}_{cfg.proc_name}_{cur_commit}.bz2")
         if args.update_refs:  # reference logs will not exist if routes were just regenerated
           ref_log_path = get_url(*segment.rsplit("--", 1))
         else:
-          ref_log_fn = os.path.join(FAKEDATA, f"{segment}_{cfg.proc_name}{cfg.subtest_name}_{ref_commit}.bz2")
+          ref_log_fn = os.path.join(FAKEDATA, f"{segment}_{cfg.proc_name}_{ref_commit}.bz2")
           ref_log_path = ref_log_fn if os.path.exists(ref_log_fn) else BASE_URL + os.path.basename(ref_log_fn)
 
         dat = None if args.upload_only else log_data[segment]
         pool_args.append((segment, cfg, args, cur_log_fn, ref_log_path, dat))
 
-        log_paths[segment][cfg.proc_name + cfg.subtest_name]['ref'] = ref_log_path
+        log_paths[segment][cfg.proc_name]['ref'] = ref_log_path
-        log_paths[segment][cfg.proc_name + cfg.subtest_name]['new'] = cur_log_fn
+        log_paths[segment][cfg.proc_name]['new'] = cur_log_fn
 
     results: Any = defaultdict(dict)
     p2 = pool.map(run_test_process, pool_args)
-    for (segment, proc, subtest_name, result) in tqdm(p2, desc="Running Tests", total=len(pool_args)):
+    for (segment, proc, result) in tqdm(p2, desc="Running Tests", total=len(pool_args)):
       if not args.upload_only:
-        results[segment][proc + subtest_name] = result
+        results[segment][proc] = result
 
   diff1, diff2, failed = format_diff(results, log_paths, ref_commit)
   if not upload: