IQ.Pilot Release Commit @ b6534c0
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187
iqpilot/common/iq_perf.py
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187
iqpilot/common/iq_perf.py
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#!/usr/bin/env python3
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from __future__ import annotations
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import time
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from collections import deque
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from dataclasses import dataclass
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from typing import Any
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import iqpilot.cereal.messaging as messaging
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from iqpilot.cereal import custom
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from iqpilot.common.swaglog import cloudlog
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TRACE_SERVICE = "iqPerfTrace"
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MAX_TRACE_SAMPLES = 16
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_SHARED_PM: messaging.PubMaster | None = None
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@dataclass(slots=True)
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class PerfSample:
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frame_id: int = 0
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loop_dt_us: int = 0
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update_us: int = 0
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state_control_us: int = 0
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publish_us: int = 0
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tail_work_us: int = 0
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rk_remaining_us: int = 0
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stale_carcontrol_us: int = 0
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stale_carcontrol_frames: int = 0
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sendcan_gap_us: int = 0
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model_eval_us: int = 0
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model_dropped_frames: int = 0
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model_backlog: int = 0
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texture_decode_us: int = 0
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texture_upload_us: int = 0
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texture_unload_us: int = 0
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texture_prune_us: int = 0
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texture_consume_us: int = 0
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texture_batch_size: int = 0
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texture_bytes: int = 0
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texture_cache_before: int = 0
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texture_cache_after: int = 0
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texture_unloaded: int = 0
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memory_usage_percent: int = 0
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gpu_usage_percent: int = 0
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cpu_usage_percent: int = 0
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flags: int = 0
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class PerfTraceRing:
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def __init__(self, size: int = MAX_TRACE_SAMPLES):
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self._samples: deque[PerfSample] = deque(maxlen=size)
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def push(self, sample: PerfSample) -> None:
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self._samples.append(sample)
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def snapshot(self) -> list[PerfSample]:
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return list(self._samples)
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class PerfTraceEmitter:
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_SEVERITY_MAP = {
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"info": custom.IQPerfTrace.Severity.info,
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"warning": custom.IQPerfTrace.Severity.warning,
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"error": custom.IQPerfTrace.Severity.error,
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"critical": custom.IQPerfTrace.Severity.critical,
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}
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def __init__(self, process_name: str, pubmaster: messaging.PubMaster | None = None):
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self.process_name = process_name
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self._pm: messaging.PubMaster | None = pubmaster
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self._last_emit_mono: dict[str, float] = {}
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self._disabled = False
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def _pubmaster(self) -> messaging.PubMaster:
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global _SHARED_PM
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if self._pm is not None:
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return self._pm
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if _SHARED_PM is None:
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_SHARED_PM = messaging.PubMaster([TRACE_SERVICE])
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self._pm = _SHARED_PM
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return self._pm
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@staticmethod
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def _clamp_uint(value: int, bits: int) -> int:
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return max(0, min(value, (1 << bits) - 1))
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@staticmethod
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def _clamp_int(value: int, bits: int) -> int:
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lo = -(1 << (bits - 1))
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hi = (1 << (bits - 1)) - 1
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return max(lo, min(value, hi))
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def emit(self, event_class: str, *,
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severity: str = "warning",
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frame_id: int = 0,
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total_time_us: int = 0,
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rk_remaining_us: int = 0,
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batch_size: int = 0,
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dropped_frames: int = 0,
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backlog: int = 0,
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flags: int = 0,
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samples: list[PerfSample] | None = None,
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missing_services: list[str] | None = None,
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top_processes: list[str] | None = None,
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detail: str = "",
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min_interval_s: float = 0.0,
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mirror_cloudlog: bool = True) -> bool:
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if self._disabled:
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return False
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now = time.monotonic()
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last_emit = self._last_emit_mono.get(event_class, 0.0)
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if min_interval_s > 0.0 and (now - last_emit) < min_interval_s:
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return False
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self._last_emit_mono[event_class] = now
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msg = messaging.new_message(TRACE_SERVICE)
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trace = msg.iqPerfTrace
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trace.process = self.process_name
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trace.eventClass = event_class
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trace.severity = self._SEVERITY_MAP.get(severity, custom.IQPerfTrace.Severity.warning)
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trace.frameId = self._clamp_uint(int(frame_id), 32)
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trace.totalTimeUs = self._clamp_uint(int(total_time_us), 32)
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trace.rkRemainingUs = self._clamp_int(int(rk_remaining_us), 32)
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trace.batchSize = self._clamp_uint(int(batch_size), 16)
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trace.droppedFrames = self._clamp_uint(int(dropped_frames), 16)
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trace.backlog = self._clamp_uint(int(backlog), 16)
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trace.flags = self._clamp_uint(int(flags), 32)
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trace.missingServices = list(missing_services or [])
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trace.topProcesses = list(top_processes or [])
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trace.detail = detail
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trace_samples = samples or []
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samples_builder = trace.init("samples", len(trace_samples))
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for i, sample in enumerate(trace_samples):
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builder = samples_builder[i]
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builder.frameId = self._clamp_uint(int(sample.frame_id), 32)
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builder.loopDtUs = self._clamp_uint(int(sample.loop_dt_us), 32)
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builder.updateUs = self._clamp_uint(int(sample.update_us), 32)
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builder.stateControlUs = self._clamp_uint(int(sample.state_control_us), 32)
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builder.publishUs = self._clamp_uint(int(sample.publish_us), 32)
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builder.tailWorkUs = self._clamp_uint(int(sample.tail_work_us), 32)
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builder.rkRemainingUs = self._clamp_int(int(sample.rk_remaining_us), 32)
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builder.staleCarControlUs = self._clamp_uint(int(sample.stale_carcontrol_us), 32)
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builder.staleCarControlFrames = self._clamp_uint(int(sample.stale_carcontrol_frames), 16)
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builder.sendcanGapUs = self._clamp_uint(int(sample.sendcan_gap_us), 32)
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builder.modelEvalUs = self._clamp_uint(int(sample.model_eval_us), 32)
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builder.modelDroppedFrames = self._clamp_uint(int(sample.model_dropped_frames), 16)
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builder.modelBacklog = self._clamp_uint(int(sample.model_backlog), 16)
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builder.textureDecodeUs = self._clamp_uint(int(sample.texture_decode_us), 32)
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builder.textureUploadUs = self._clamp_uint(int(sample.texture_upload_us), 32)
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builder.textureUnloadUs = self._clamp_uint(int(sample.texture_unload_us), 32)
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builder.texturePruneUs = self._clamp_uint(int(sample.texture_prune_us), 32)
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builder.textureConsumeUs = self._clamp_uint(int(sample.texture_consume_us), 32)
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builder.textureBatchSize = self._clamp_uint(int(sample.texture_batch_size), 16)
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builder.textureBytes = self._clamp_uint(int(sample.texture_bytes), 32)
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builder.textureCacheBefore = self._clamp_uint(int(sample.texture_cache_before), 16)
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builder.textureCacheAfter = self._clamp_uint(int(sample.texture_cache_after), 16)
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builder.textureUnloaded = self._clamp_uint(int(sample.texture_unloaded), 16)
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builder.memoryUsagePercent = self._clamp_uint(int(sample.memory_usage_percent), 16)
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builder.gpuUsagePercent = self._clamp_uint(int(sample.gpu_usage_percent), 16)
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builder.cpuUsagePercent = self._clamp_uint(int(sample.cpu_usage_percent), 16)
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builder.flags = self._clamp_uint(int(sample.flags), 32)
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try:
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self._pubmaster().send(TRACE_SERVICE, msg)
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except messaging.MultiplePublishersError:
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self._disabled = True
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cloudlog.error(f"iq_perf_trace disabled for {self.process_name}: duplicate publisher for {TRACE_SERVICE}")
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return False
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except Exception:
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cloudlog.exception(f"iq_perf_trace publish failed for {self.process_name}")
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return False
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if mirror_cloudlog:
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cloudlog.event(
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"iq_perf_trace",
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process=self.process_name,
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event_class=event_class,
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severity=severity,
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frame_id=int(frame_id),
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total_time_us=int(total_time_us),
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dropped_frames=int(dropped_frames),
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flags=int(flags),
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detail=detail,
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)
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return True
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