{ "analysis_logger": { "buffer_len": 0, "cap_bytes": 0, "dropped_count": 0, "dropped_record_count": 0, "enabled": false, "file_cap_bytes": 0, "file_path": "", "file_size_bytes": null, "flush_count": 0, "flush_interval_seconds": 0.0, "flush_state": { "count": 0, "last_at": "", "last_error": "", "last_record_count": 0, "status": "idle" }, "flush_status": "idle", "last_flush_at": "", "last_flush_error": "", "last_flush_record_count": 0, "max_buffer_records": 0, "mode": "off", "policy_source": "base_live_policy", "record_counts": { "scenario_debug": 0, "scenario_event": 0, "session_start": 0, "session_stop": 0, "tracking_summary": 0 }, "started": false, "suppressed_count": 0, "suppressed_counts": { "scenario_debug": 0, "scenario_event": 0, "tracking_summary": 0 }, "suspend_reason": "", "suspended": false, "write_suspended": false, "written_count": 0, "written_record_count": 0 }, "buffers": { "frame_buffer_len": 50, "frame_buffer_maxlen": 50, "frame_queue_maxsize": 10, "frame_queue_size": 0 }, "cctv_id": "42", "cgroup_memory": { "current_mb": 4673.293, "limit_mb": null }, "event_persistence_observability": { "benchmark": { "completeness": "incomplete", "lifecycle_state": "not_active", "reason": "detailed_not_active", "run_id": null }, "channel_id": "42", "configured_mode": "monitoring", "detailed": { "active": false, "artifact_trace_bytes": 0, "artifact_trace_count": 0, "event_interval_s": { "avg_s": null, "count": 0, "max_s": null, "p50_s": null, "p95_s": null }, "first_event_at": null, "in_flight": 0, "last_event_at": null, "observed_event_count": 0, "remaining_s": null, "started_at": null, "target_channel_id": null, "target_generation": null, "trace_bytes": 0, "trace_bytes_cap": 4194304, "trace_cap": 256, "trace_count": 0 }, "effective_mode": "monitoring", "enabled": true, "frame_recorder": { "event_snapshot": { "queue": "measured", "snapshot_copy": "not_observed", "worker_enabled": true }, "frame_buffer": { "copied_bytes_total": 5095526400, "copied_frame_count": 1843, "copy_error_count": 0, "current_length": 50, "frame_nbytes": 2764800, "max_length": 50, "peak_retained_bytes_estimate": 138240000, "retained_bytes_estimate": 138240000 }, "frame_memory_domain": "cpu_numpy", "memory_domain_owners": { "cpu_gpu_copy_count": null, "cpu_gpu_copy_reason": "not_collected", "decode": "input_ffmpeg_cpu", "inference": "triton_http_boundary", "record": "ffmpeg_stdin_cpu_bytes", "render": "python_opencv_cpu", "resize": "python_opencv_cpu" }, "recorder": { "active_count": 0, "configured_fps": 10, "expected_post_frame_count": 0, "expected_pre_frame_count": 0, "last_admission": null, "last_clip": null, "oldest_age_s": null, "peak_active_count": 0, "pre_event_reference_bytes": 0, "remaining_frame_count": 0, "written_frame_count": 0 }, "retained_memory": { "estimate_kind": "bounded_reference_upper_bound", "overlap_upper_bound_bytes": 0, "peak_total_upper_bound_bytes": 138240000, "recorder_pre_event_reference_bytes": 0, "ring_bytes": 138240000, "total_upper_bound_bytes": 138240000, "unavailable_reason": null } }, "generation": "61ec4bc1", "health": "ok", "lightweight": { "counts": { "db_tasks_submitted": 0, "event_requests": 0, "events_emitted": 0, "events_failed": 0, "events_observed": 15, "events_suppressed": 15, "frame_buffer_copied_bytes": 5095526400, "frame_buffer_copies": 1843, "frame_buffer_copy_errors": 0, "instrumentation_errors": 0, "recorder_active_frames": 0, "recorder_active_input_bytes": 0, "recorder_broken_pipe_errors": 0, "recorder_clips_completed": 0, "recorder_clips_failed": 0, "recorder_clips_started": 0, "stage_failures": 0, "trace_cap_drops": 0, "trace_write_errors": 0, "worker_db_insert_success": 0, "worker_jobs_accepted": 0, "worker_jobs_completed": 0, "worker_jobs_failed": 0, "worker_jobs_rejected": 0 }, "instrumentation_overhead": { "avg_ms": 0.136, "count": 512, "max_ms": 3.8044, "p50_ms": 0.1129, "p95_ms": 0.234, "p99_ms": 0.3535 }, "stages": { "db_insert": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "db_task_submit": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "db_task_total": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "event_snapshot_copy": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "event_total": { "avg_ms": 0.2075, "count": 15, "max_ms": 0.4441, "p50_ms": 0.1604, "p95_ms": 0.3828, "p99_ms": 0.4318, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 15, "unknown": 0 } }, "frame_buffer_copy": { "avg_ms": 2.7443, "count": 512, "max_ms": 10.3843, "p50_ms": 2.5014, "p95_ms": 4.7261, "p99_ms": 6.1655, "results": { "failed": 0, "not_applicable": 0, "success": 1843, "suppressed": 0, "unknown": 0 } }, "handle_events_total": { "avg_ms": 0.5941, "count": 15, "max_ms": 2.924, "p50_ms": 0.2517, "p95_ms": 1.8132, "p99_ms": 2.7018, "results": { "failed": 0, "not_applicable": 0, "success": 15, "suppressed": 0, "unknown": 0 } }, "instance_db_write": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "jpg_write": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "output_prerequisite": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "recorder_active_pipe_write": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "recorder_active_tobytes": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "recorder_admission": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "recorder_preroll_pipe_write": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "recorder_preroll_tobytes": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "recorder_spawn": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "recorder_state_registration": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "recorder_stop": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "redis_cooldown_check": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "redis_cooldown_promote": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "redis_cooldown_set": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "redis_reservation": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "redis_reservation_renew": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "relay_business": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "relay_transport": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "snapshot_observed": { "avg_ms": 0.0, "count": 15, "max_ms": 0.0, "p50_ms": 0.0, "p95_ms": 0.0, "p99_ms": 0.0, "results": { "failed": 0, "not_applicable": 0, "success": 15, "suppressed": 0, "unknown": 0 } }, "thumbnail_resize": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "thumbnail_write": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "worker_queue_submit": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "worker_queue_wait": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } }, "worker_total": { "avg_ms": null, "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null, "results": { "failed": 0, "not_applicable": 0, "success": 0, "suppressed": 0, "unknown": 0 } } } }, "schema_version": "ssims.m20_event_persistence_observability.v1", "worker": { "channel_id": "42", "drain": { "duration_ms": 0.0234, "state": "complete", "unfinished_jobs": 0 }, "enabled": true, "evidence_complete": false, "failure_counts": {}, "generation": "61ec4bc1", "last_failure": { "reason": null, "stage": null }, "process_memory": { "max_bytes": 67108864, "retained_bytes": 0 }, "queue": { "accepted": 0, "active_bytes": 0, "active_jobs": 0, "bytes": 0, "bytes_cap": 33554432, "depth": 0, "dropped": 0, "job_cap": 8, "peak_bytes": 0, "peak_jobs": 0, "rejected": 0, "submit_ms": { "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null }, "wait_ms": { "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null } }, "reason": "m20_persistence_worker_active", "results": { "accepted": 0, "artifact_failed": 0, "artifact_requested": 0, "artifact_success": 0, "completed": 0, "completed_failed": 0, "completed_success": 0, "cooldown_promoted": 0, "database_requested": 0, "db_insert_success": 0, "instance_requested": 0, "instance_success": 0, "last_inserted_id": null, "relay_business_failed": 0, "relay_business_success": 0, "relay_business_unknown": 0, "relay_not_requested": 0, "relay_requested": 0, "relay_transport_failed": 0, "relay_transport_success": 0, "reservation_requested": 0 }, "snapshot": { "copied_bytes": 0, "copied_count": 0, "copy": { "count": 0, "max_ms": null, "p50_ms": null, "p95_ms": null, "p99_ms": null } }, "state": "stopped" } }, "ffmpeg": { "error_count": 0, "h264_decode_error_count": 0, "h264_decode_error_count_per_hour": 0, "input_options": [], "last_error_at": "", "last_error_summary": "", "last_exit_at": "", "last_returncode": null, "last_stable_duration_sec": 387.123, "last_started_at": "2026-08-25T09:38:03+09:00", "pid": 1190, "process": { "exists": false, "pid": 1190 }, "restart_count": 0, "restart_count_per_hour": 0, "rtsp_timeout_count": 0, "rtsp_timeout_count_per_hour": 0, "rtsp_tolerant_mode": false, "running": false, "start_count": 1 }, "frame_flow": { "analysis": { "adaptive_enabled": false, "analysis_cap_enabled": false, "effective_analysis_fps": 10.0, "enabled": false, "last_decision": "initial", "processing_p95_ms": 217.038, "sample_count": 1437, "scenario_effective_fps_enabled": false, "target_fps": 10.0, "warmup_remaining_s": 0.0 }, "queue_clear_age_s": 3.0, "queue_max_age_s": 2.0, "queue_maxsize": 10, "reader_queue_enabled": false, "stats": { "analysis_frames": 1843, "analysis_skipped": 0, "frames_dequeued": 0, "frames_queued": 0, "last_analysis_at": "2026-08-25T09:44:29+09:00", "last_queue_age_ms": null, "last_skip_at": "", "max_queue_age_ms": 0.0, "queue_cleared": 0, "queue_dropped": 0 } }, "health": { "criticals": [ "ffmpeg_not_running" ], "level": "critical", "thresholds": { "ffmpeg_restart_count_per_hour": { "critical": 6, "warning": 3 }, "h264_decode_error_count_per_hour": { "critical": 50, "warning": 10 }, "last_frame_pushed_age_sec": { "critical": 30, "warning": 10 }, "last_frame_read_age_sec": { "critical": 30, "warning": 10 }, "last_stable_duration_sec": { "critical_below": 180, "warning_below": 600 }, "mjpeg_age_sec": { "critical": 30, "warning": 10 }, "rtsp_timeout_count_per_hour": { "critical": 30, "warning": 10 } }, "warnings": [] }, "instance_id": "61ec4bc1", "last_frame_pushed_age_sec": 0.961, "last_frame_pushed_at": "2026-08-25T09:44:29+09:00", "last_frame_read_age_sec": 1.121, "last_frame_read_at": "2026-08-25T09:44:29+09:00", "memory_observability": { "active_channels": [ "20", "21" ], "capped": false, "configured_mode": "monitoring", "current_rows": 99, "debug_expires_at": null, "deduplicated_count": 0, "effective_mode": "monitoring", "error_count": 0, "last_sample_age_sec": 0.936, "last_sample_duration_ms": 727.748, "last_trigger": "pre_stop", "next_snapshot_in_sec": 599.064, "reason": "channel_unregistered_recovery_pending", "rotation_count": 76, "runtime_state": "active", "sample_count": 99, "storage_bytes": 824494 }, "mjpeg": { "age_sec": 0.95, "exists": true, "mtime": "2026-08-25T09:44:29.591351+09:00", "mtime_epoch": 1787618669.591351, "path": "/data/playlist/streaming/42/mjpeg.jpg", "size_bytes": 264476 }, "monitor_url": "http://sapi.ssims.ai:80/mjpeg/42", "observed_at": "2026-08-25T09:44:30+09:00", "process": { "exists": true, "fd_count": 104, "hwm_mb": 723.652, "name": "celery", "pid": 219, "rss_mb": 723.652, "state": "R (running)", "threads": 69 }, "reason_codes": [ "ffmpeg_not_running" ], "recommended_action": "channel_restart_recommended", "recorder": { "active_count": 0, "cooldown_sec": 100, "last_event_key_count": 0, "oldest_recorder_age_sec": null, "recorders": [], "running_ffmpeg_count": 0, "running_pids": [], "stopping_count": 0 }, "recovery_eligible": true, "scenario_state_metrics": { "danger_area_loitering": { "active_track_count": 1, "enabled": true, "inside_track_count": 3, "last_pruned_track_count": 0, "last_state_prune": { "enabled": true, "frame_idx": 1843, "pruned_track_count": 0, "remaining_track_count": 18, "sample_track_ids": [], "ttl_s": 25.0 }, "last_state_prune_ttl_s": 25.0, "loitering_track_count": 1, "pruned_track_count": 216, "recent_event_memory_count": 1, "scene_scale_profile": "far", "track_count": 18 }, "enabled": true, "falldown_detected": { "enabled": false }, "marine_vessel_monitoring": { "enabled": false }, "ppe_check": { "enabled": false }, "scene_scale": { "decision": "far", "decision_basis": "strong_samples", "decision_frame": 60, "decision_locked": true, "enabled": true, "last_metrics": { "decision_basis": "strong_samples", "decision_locked": true, "sample_cap": 40, "sample_count": 40, "worker_height_ratio_median": 0.042326, "worker_small_worker_ratio": 0.875 }, "raw_area_sample_count": 0, "raw_height_sample_count": 0, "sample_count": 40 } }, "source_url": "file:///data/box_steam/260423_seochosite_dataset/input/video/20260507_155115_260507_샘플다시저장_원본영상_sample_live_720p_10fps_aligned/260511_6분30초부터_8분15초까지_clip/clip_0390-0495s/2026-04-23 12_59_58 이동형 #1__live_camfix_1280x720_10fps_crf23__clip_0390-0495s.mp4", "stage_metrics": { "aggregate_counts": { "model_result_counts": { "model_count": 2, "models": { "yolo11_640_coco_Large_pretrained_by_Ultralytics_11": { "avg": 9.729, "max": 22.0, "p95": 15.0, "sample_count": 140 }, "yolo11m_640_worker_ppe_equipment_260629_28class_steam_custom": { "avg": 19.879, "max": 49.0, "p95": 29.0, "sample_count": 140 } }, "truncated_count": 0 }, "object_counts": { "by_category.굴착기": { "avg": 1.186, "max": 3.0, "p95": 3.0, "sample_count": 118 }, "by_category.덤프트럭": { "avg": 1.0, "max": 1.0, "p95": 1.0, "sample_count": 140 }, "by_category.작업자": { "avg": 1.26, "max": 2.0, "p95": 2.0, "sample_count": 96 }, "total": { "avg": 2.864, "max": 6.0, "p95": 5.0, "sample_count": 140 } }, "tracking_counts": { "active": { "avg": 1.129, "max": 2.0, "p95": 2.0, "sample_count": 140 }, "lost": { "avg": 0.0, "max": 0.0, "p95": 0.0, "sample_count": 140 }, "removed": { "avg": 0.029, "max": 1.0, "p95": 0.0, "sample_count": 140 }, "tracked": { "avg": 1.129, "max": 2.0, "p95": 2.0, "sample_count": 140 }, "unconfirmed": { "avg": 0.0, "max": 0.0, "p95": 0.0, "sample_count": 140 } } }, "counts": { "inference_timeouts": 0, "invalid_reads": 0, "processed_frames": 140, "pushed_frames": 140, "read_frames": 139, "select_timeouts": 0, "triton_result_errors": 0 }, "enabled": true, "fps": { "processed": 4.694, "pushed": 4.694, "read": 4.66 }, "hints": [ "read_fps_below_target", "processed_fps_below_target", "push_fps_below_target", "frame_processing_p95_over_budget", "frame_processing_p95_backlog_risk", "triton_wait_p95_dominant" ], "inference_client": { "effective_mode": "monitoring", "enabled": true, "inflight": { "current": 0, "max": 2, "source": "client_direct" }, "model_key_cap": 30, "models": { "yolo11_640_coco_Large_pretrained_by_Ultralytics_11": { "attempt_count": 139, "client_acquire_ms": { "avg_ms": 0.011, "count": 140, "max_ms": 0.035, "p95_ms": 0.02, "reason": null, "sample_age_ms": 1068.158, "source": "client_direct" }, "error_count": 0, "executor_queue_ms": { "avg_ms": 0.743, "count": 139, "max_ms": 2.718, "p95_ms": 1.919, "reason": null, "sample_age_ms": 1120.209, "source": "client_direct" }, "instrumentation_overhead_ms": { "avg_ms": 0.37, "count": 139, "max_ms": 2.165, "p95_ms": 1.553, "reason": null, "sample_age_ms": 1120.43, "source": "client_direct" }, "parse_ms": { "avg_ms": 0.408, "count": 140, "max_ms": 1.288, "p95_ms": 0.813, "reason": null, "sample_age_ms": 1068.176, "source": "client_direct" }, "prepare_ms": { "avg_ms": 2.585, "count": 139, "max_ms": 13.311, "p95_ms": 4.085, "reason": null, "sample_age_ms": 1118.618, "source": "client_direct" }, "request_count": 139, "request_tensor_bytes": { "avg": 2764808.0, "count": 139, "max": 2764808.0, "p95": 2764808.0, "reason": null, "sample_age_ms": 1118.569, "source": "client_direct" }, "response_tensor_bytes": { "avg": 8.0, "count": 140, "max": 8.0, "p95": 8.0, "reason": null, "sample_age_ms": 1068.826, "source": "client_direct" }, "retry_count": 0, "roundtrip_total_ms": { "avg_ms": 70.203, "count": 140, "max_ms": 104.462, "p95_ms": 92.053, "reason": null, "sample_age_ms": 1068.151, "source": "client_direct" }, "sample_age_ms": 1068.144, "source": "client_direct", "task_total_ms": { "avg_ms": 73.407, "count": 140, "max_ms": 108.175, "p95_ms": 95.993, "reason": null, "sample_age_ms": 1068.144, "source": "client_direct" }, "timeout_count": 0 }, "yolo11m_640_worker_ppe_equipment_260629_28class_steam_custom": { "attempt_count": 139, "client_acquire_ms": { "avg_ms": 0.011, "count": 140, "max_ms": 0.051, "p95_ms": 0.021, "reason": null, "sample_age_ms": 1060.143, "source": "client_direct" }, "error_count": 0, "executor_queue_ms": { "avg_ms": 6.018, "count": 139, "max_ms": 10.332, "p95_ms": 8.174, "reason": null, "sample_age_ms": 1116.026, "source": "client_direct" }, "instrumentation_overhead_ms": { "avg_ms": 0.023, "count": 139, "max_ms": 0.048, "p95_ms": 0.035, "reason": null, "sample_age_ms": 1120.346, "source": "client_direct" }, "parse_ms": { "avg_ms": 0.564, "count": 140, "max_ms": 1.729, "p95_ms": 1.077, "reason": null, "sample_age_ms": 1060.157, "source": "client_direct" }, "prepare_ms": { "avg_ms": 2.758, "count": 139, "max_ms": 9.653, "p95_ms": 4.382, "reason": null, "sample_age_ms": 1114.467, "source": "client_direct" }, "request_count": 139, "request_tensor_bytes": { "avg": 2764808.0, "count": 139, "max": 2764808.0, "p95": 2764808.0, "reason": null, "sample_age_ms": 1114.447, "source": "client_direct" }, "response_tensor_bytes": { "avg": 8.0, "count": 140, "max": 8.0, "p95": 8.0, "reason": null, "sample_age_ms": 1060.754, "source": "client_direct" }, "retry_count": 0, "roundtrip_total_ms": { "avg_ms": 67.081, "count": 140, "max_ms": 92.853, "p95_ms": 83.911, "reason": null, "sample_age_ms": 1060.139, "source": "client_direct" }, "sample_age_ms": 1060.134, "source": "client_direct", "task_total_ms": { "avg_ms": 70.596, "count": 140, "max_ms": 96.8, "p95_ms": 87.031, "reason": null, "sample_age_ms": 1060.134, "source": "client_direct" }, "timeout_count": 0 } }, "process_executor": { "inflight_current": 0, "inflight_max": 2, "max_workers": 40, "pid": 219, "protocols": { "grpc": { "max_workers": 40, "queued_current": 0, "source": "thread_pool_executor_private_scalar" } }, "queued_current": 0, "source": "client_direct_and_executor_scalar" }, "protocol": "grpc", "reason": "active", "sample_cap": 512, "schema_version": "ssims.live_inference_client_summary.v1", "snapshot_overhead_ms": 3.146, "truncated_model_count": 0, "window_s": 30.0 }, "latency_ms": { "analyze": { "avg_ms": 8.21, "count": 140, "max_ms": 21.381, "p95_ms": 13.155 }, "analyze_detail": { "data_bus_build_ms": { "avg_ms": 0.672, "count": 140, "max_ms": 2.356, "p95_ms": 1.407 }, "detection_prepare_ms": { "avg_ms": 3.608, "count": 140, "max_ms": 10.661, "p95_ms": 6.578 }, "event_filter_ms": { "avg_ms": 0.007, "count": 140, "max_ms": 0.026, "p95_ms": 0.013 }, "id_reconcile_ms": { "avg_ms": 0.33, "count": 140, "max_ms": 0.962, "p95_ms": 0.694 }, "mcmt_ms": { "avg_ms": 0.004, "count": 140, "max_ms": 0.018, "p95_ms": 0.009 }, "scenario_analyze_ms": { "avg_ms": 1.361, "count": 140, "max_ms": 3.764, "p95_ms": 2.622 }, "setup_ms": { "avg_ms": 0.122, "count": 140, "max_ms": 0.393, "p95_ms": 0.207 }, "total_inside_ms": { "avg_ms": 8.122, "count": 140, "max_ms": 21.203, "p95_ms": 13.019 }, "track_match_ms": { "avg_ms": 0.16, "count": 140, "max_ms": 0.461, "p95_ms": 0.307 }, "tracker_update_ms": { "avg_ms": 1.858, "count": 140, "max_ms": 5.565, "p95_ms": 2.979 } }, "gstreamer_push": { "avg_ms": 4.74, "count": 140, "max_ms": 12.969, "p95_ms": 8.276 }, "io_detail": { "channel_analysis_record_ms": { "avg_ms": 0.008, "count": 140, "max_ms": 0.029, "p95_ms": 0.016 } }, "model_completion": { "model_count": 2, "models": { "yolo11_640_coco_Large_pretrained_by_Ultralytics_11": { "avg_ms": 74.549, "count": 140, "max_ms": 109.362, "p95_ms": 96.532 }, "yolo11m_640_worker_ppe_equipment_260629_28class_steam_custom": { "avg_ms": 77.472, "count": 140, "max_ms": 104.112, "p95_ms": 93.748 } }, "truncated_count": 0 }, "processing_detail": { "artifact_dispatch_submit_ms": { "avg_ms": 10.873, "count": 140, "max_ms": 20.136, "p95_ms": 14.728 }, "base_artifact_record_ms": { "avg_ms": 0.0, "count": 140, "max_ms": 0.0, "p95_ms": 0.0 }, "debug_artifact_record_ms": { "avg_ms": 0.0, "count": 140, "max_ms": 0.0, "p95_ms": 0.0 }, "inf_api_total_ms": { "avg_ms": 164.565, "count": 140, "max_ms": 221.727, "p95_ms": 198.39 }, "inference_input_copy_ms": { "avg_ms": 2.717, "count": 140, "max_ms": 6.835, "p95_ms": 4.211 }, "processing_residual_ms": { "avg_ms": 0.417, "count": 140, "max_ms": 1.302, "p95_ms": 0.73 }, "steam_artifact_record_ms": { "avg_ms": 0.0, "count": 140, "max_ms": 0.0, "p95_ms": 0.0 }, "timestamp_only_ms": { "avg_ms": 0.0, "count": 140, "max_ms": 0.0, "p95_ms": 0.0 } }, "processing_total": { "avg_ms": 178.572, "count": 140, "max_ms": 236.6, "p95_ms": 212.82 }, "read_interval": { "avg_ms": 207.911, "count": 139, "max_ms": 274.088, "p95_ms": 263.165 }, "scenario_detail": { "dispatch_overhead_ms": { "avg_ms": 0.024, "count": 140, "max_ms": 0.063, "p95_ms": 0.046 }, "execute_total_ms": { "avg_ms": 1.289, "count": 140, "max_ms": 3.609, "p95_ms": 2.449 }, "resolve_scenarios_ms": { "avg_ms": 0.023, "count": 140, "max_ms": 0.068, "p95_ms": 0.052 }, "scenario.danger_area_loitering_ms": { "avg_ms": 0.531, "count": 140, "max_ms": 1.569, "p95_ms": 1.009 }, "scenario.equipment_activity_monitor_ms": { "avg_ms": 0.256, "count": 140, "max_ms": 0.949, "p95_ms": 0.528 }, "scenario.equipment_entry_exit_counter_ms": { "avg_ms": 0.478, "count": 140, "max_ms": 1.862, "p95_ms": 0.918 }, "worker_merge_ms": { "avg_ms": 0.01, "count": 140, "max_ms": 0.044, "p95_ms": 0.025 } }, "triton_wait": { "avg_ms": 79.285, "count": 140, "max_ms": 109.376, "p95_ms": 97.749 }, "visualize": { "avg_ms": 74.02, "count": 140, "max_ms": 117.55, "p95_ms": 102.087 }, "visualize_detail": { "visualize_draw_all_ms": { "avg_ms": 67.161, "count": 140, "max_ms": 111.015, "p95_ms": 93.796 }, "visualize_input_copy_ms": { "avg_ms": 1.894, "count": 140, "max_ms": 4.182, "p95_ms": 3.192 }, "visualize_roi_overlay_ms": { "avg_ms": 4.875, "count": 140, "max_ms": 10.363, "p95_ms": 7.647 }, "visualizer_overlay_draw_ms": { "avg_ms": 67.007, "count": 140, "max_ms": 110.897, "p95_ms": 93.65 }, "visualizer_prepare_ms": { "avg_ms": 0.083, "count": 140, "max_ms": 0.284, "p95_ms": 0.152 } } }, "scenario_detail_counts": { "error_count": { "avg": 0.0, "max": 0.0, "p95": 0.0, "sample_count": 140 }, "resolved_scenario_count": { "avg": 3.0, "max": 3.0, "p95": 3.0, "sample_count": 140 }, "returned_event_count": { "avg": 0.007, "max": 1.0, "p95": 0.0, "sample_count": 140 } }, "target_fps": 10.0, "target_frame_budget_ms": 100.0, "video_pipeline": { "cctv_id": "42", "collector": { "auto_slowdown_reason": null, "deduplicated_count": 0, "error_count": 0, "lock_contention_count": 0, "pid": 219, "process_rss_mb_proxy": 718.438, "rss_provenance": "collector_process_proxy_not_thread_exclusive", "sample_duration_ms": 16.388, "skip_count": 0 }, "configured_mode": "monitoring", "effective_mode": "monitoring", "enabled": true, "instance_id": "61ec4bc1", "latest": { "buffers": { "frame_buffer_len": 50, "frame_buffer_maxlen": 50, "frame_queue_maxsize": 10, "frame_queue_size": 0 }, "frame_flow": { "analysis": { "adaptive_enabled": false, "analysis_cap_enabled": false, "effective_analysis_fps": 10.0, "enabled": false, "last_decision": "initial", "processing_p95_ms": 217.357, "sample_count": 1441, "scenario_effective_fps_enabled": false, "target_fps": 10.0, "warmup_remaining_s": 0.0 }, "queue_clear_age_s": 3.0, "queue_max_age_s": 2.0, "queue_maxsize": 10, "reader_queue_enabled": false, "stats": { "analysis_frames": 1792, "analysis_skipped": 0, "frames_dequeued": 0, "frames_queued": 0, "last_analysis_at": "2026-08-25T09:44:18+09:00", "last_queue_age_ms": null, "last_skip_at": "", "max_queue_age_ms": 0.0, "queue_cleared": 0, "queue_dropped": 0 } }, "mjpeg": { "age_sec": 0.0, "exists": true, "size_bytes": 223854, "write_bytes_delta": 223854, "write_count_delta": 1 }, "processes": { "input_ffmpeg": { "context_switch_delta": 173.0, "cpu_core_ratio": 0.110327, "exists": true, "major_fault_delta": 0.0, "minor_fault_delta": 0.0, "pid": 1190, "reason": null, "system_cpu_core_ratio": 0.019701, "system_cpu_s_delta": 0.20000000000000018, "user_cpu_core_ratio": 0.090626, "user_cpu_s_delta": 0.9200000000000017 }, "worker": { "context_switch_delta": 0.0, "cpu_core_ratio": 3.242832, "exists": true, "major_fault_delta": 0.0, "minor_fault_delta": 82844.0, "pid": 219, "reason": null, "system_cpu_core_ratio": 1.52882, "system_cpu_s_delta": 15.519999999999982, "user_cpu_core_ratio": 1.714012, "user_cpu_s_delta": 17.399999999999977 } }, "stages": { "decode": { "avg_ms": null, "count": 0, "max_ms": null, "p95_ms": null, "provenance": "unsupported", "reason": "external_ffmpeg_has_no_per_frame_decode_completion_timing" }, "frame_copy": { "avg_ms": 4.882, "count": 142, "max_ms": 12.969, "p95_ms": 8.505, "provenance": "proxy", "reason": "numpy_to_gst_buffer_and_appsrc_push_combined" }, "hwdownload": { "avg_ms": null, "count": 0, "max_ms": null, "p95_ms": null, "provenance": "unsupported", "reason": "not_applicable_software_path" }, "jpeg_encode": { "avg_ms": null, "count": 0, "max_ms": null, "p95_ms": null, "provenance": "unsupported", "reason": "async_downstream_completion_not_observed" }, "rtsp_encode": { "avg_ms": null, "count": 0, "max_ms": null, "p95_ms": null, "provenance": "unsupported", "reason": "separate_container" }, "scale_convert": { "avg_ms": null, "count": 0, "max_ms": null, "p95_ms": null, "provenance": "unsupported", "reason": "combined_in_external_ffmpeg_process_cpu_proxy" } }, "workload": { "model_result_counts": { "model_count": 2, "models": { "yolo11_640_coco_Large_pretrained_by_Ultralytics_11": { "avg": 12.345, "max": 34.0, "p95": 27.0, "sample_count": 142 }, "yolo11m_640_worker_ppe_equipment_260629_28class_steam_custom": { "avg": 20.894, "max": 35.0, "p95": 30.0, "sample_count": 142 } }, "truncated_count": 0 }, "object_counts": { "__other__": { "avg": 3.951, "key_count": 3, "max": 6.0, "p95": 6.0, "provenance": "bounded_other_sum_proxy", "sample_count": 142 }, "total": { "avg": 3.246, "max": 6.0, "p95": 6.0, "sample_count": 142 } } } }, "metrics": { "collector_sample_duration_ms": { "avg": 14.139, "count": 30, "max": 26.647, "p95": 22.311, "source": "m15_direct", "unit": "milliseconds" }, "collector_thread_cpu_ms": { "avg": 11.846, "count": 30, "max": 18.153, "p95": 17.406, "source": "m15_direct", "unit": "milliseconds" }, "ffmpeg_context_switch_delta": { "avg": 159.4, "count": 30, "max": 181.0, "p95": 172.55, "source": "m15_direct", "unit": "count" }, "ffmpeg_major_fault_delta": { "avg": 0.0, "count": 30, "max": 0.0, "p95": 0.0, "source": "m15_direct", "unit": "count" }, "ffmpeg_minor_fault_delta": { "avg": 331.167, "count": 30, "max": 9455.0, "p95": 196.25, "source": "m15_direct", "unit": "count" }, "ffmpeg_system_cpu_core_ratio": { "avg": 0.02, "count": 30, "max": 0.026, "p95": 0.023, "source": "m15_direct", "unit": "cores" }, "ffmpeg_user_cpu_core_ratio": { "avg": 0.079, "count": 30, "max": 0.092, "p95": 0.09, "source": "m15_direct", "unit": "cores" }, "mjpeg_file_age_sec": { "avg": 0.038, "count": 30, "max": 0.211, "p95": 0.201, "source": "m15_direct", "unit": "seconds" }, "mjpeg_file_size_bytes": { "avg": 257333.0, "count": 30, "max": 267813.0, "p95": 264854.3, "source": "m15_direct", "unit": "bytes" }, "mjpeg_write_bytes_delta": { "avg": 257333.0, "count": 30, "max": 267813.0, "p95": 264854.3, "source": "file_stat_size_on_change_proxy", "unit": "bytes" }, "mjpeg_write_count_delta": { "avg": 1.0, "count": 30, "max": 1.0, "p95": 1.0, "source": "file_stat_mtime_change_proxy", "unit": "count" }, "worker_context_switch_delta": { "avg": 0.0, "count": 30, "max": 0.0, "p95": 0.0, "source": "m15_direct", "unit": "count" }, "worker_major_fault_delta": { "avg": 0.0, "count": 30, "max": 0.0, "p95": 0.0, "source": "m15_direct", "unit": "count" }, "worker_minor_fault_delta": { "avg": 44163.167, "count": 30, "max": 112860.0, "p95": 102730.0, "source": "m15_direct", "unit": "count" }, "worker_system_cpu_core_ratio": { "avg": 1.616, "count": 30, "max": 1.717, "p95": 1.705, "source": "m15_direct", "unit": "cores" }, "worker_user_cpu_core_ratio": { "avg": 1.827, "count": 30, "max": 1.936, "p95": 1.925, "source": "m15_direct", "unit": "cores" } }, "phase": "A_software_file_only", "record_type": "channel", "sample_count": 37, "sampled_at": "2026-08-25T09:44:19+09:00", "schema_version": "ssims.m15_video_channel_summary.v1", "static": { "config_fingerprint": "66b1a0e56670e456", "reason": "initial_metadata_already_persisted" }, "summarized_at": "2026-08-25T09:44:19+09:00", "video_pipeline": { "fields": { "delivery_mode": { "configured": "inherit", "effective": "file_only", "effective_reason": "safe_system_default", "fallback": false, "fallback_count": 0, "fallback_last_at": null, "fallback_reason": null, "restart_required": true }, "input_decode_backend": { "configured": "inherit", "effective": "software", "effective_reason": "safe_system_default", "fallback": false, "fallback_count": 0, "fallback_last_at": null, "fallback_reason": null, "restart_required": true }, "mjpeg_encode_backend": { "configured": "inherit", "effective": "software", "effective_reason": "safe_system_default", "fallback": false, "fallback_count": 0, "fallback_last_at": null, "fallback_reason": null, "restart_required": true }, "rtsp_encode_backend": { "configured": "inherit", "effective": "software", "effective_reason": "safe_system_default", "fallback": false, "fallback_count": 0, "fallback_last_at": null, "fallback_reason": null, "restart_required": true } }, "phase": "A_software_file_only", "schema_version": "base.video_pipeline.effective.v1", "source": "base_live_policy", "stop_start_required": true }, "window_sample_cap": 30 }, "window_elapsed_s": 29.826, "window_s": 30.0 }, "started_at": "2026-08-25T09:38:02+09:00", "state": "stopped", "task_id": "340687e5-39d4-4f34-acff-23bb00e5b2a3", "trigger": "start", "triton_protocol": "grpc" }