From 23cfdf581b63d2674e7c48965aea45cc5afff2d7 Mon Sep 17 00:00:00 2001 From: LittleSam129 <1qwe432@gmail.com> Date: Tue, 4 Aug 2026 14:06:50 +0300 Subject: [PATCH] Lab038: add control failsafe and emergency acknowledgement --- PROJECT_LOG.md | 25 + data/processed/lab038/lab038_ack_time.png | Bin 0 -> 51359 bytes .../lab038/lab038_additional_load.png | Bin 0 -> 53214 bytes data/processed/lab038/lab038_command_gap.png | Bin 0 -> 90626 bytes .../lab038/lab038_command_metrics.csv | 49 + .../lab038/lab038_emergency_metrics.csv | 145 ++ .../lab038/lab038_emergency_timeliness.png | Bin 0 -> 129797 bytes .../lab038/lab038_failsafe_metrics.csv | 193 ++ .../lab038/lab038_mode_comparison.png | Bin 0 -> 78470 bytes data/processed/lab038/lab038_report.txt | 159 ++ .../lab038/lab038_safe_stop_time.png | Bin 0 -> 76670 bytes data/processed/lab038/lab038_summary.csv | 49 + data/processed/lab038/lab038_video_impact.png | Bin 0 -> 98995 bytes .../processed/lab038/lab038_video_metrics.csv | 49 + .../lab038/lab038_watchdog_triggers.png | Bin 0 -> 164890 bytes protocol/control_failsafe.py | 132 ++ protocol/emergency_ack.py | 92 + tests/lab038_control_failsafe.py | 1645 +++++++++++++++++ 18 files changed, 2538 insertions(+) create mode 100644 data/processed/lab038/lab038_ack_time.png create mode 100644 data/processed/lab038/lab038_additional_load.png create mode 100644 data/processed/lab038/lab038_command_gap.png create mode 100644 data/processed/lab038/lab038_command_metrics.csv create mode 100644 data/processed/lab038/lab038_emergency_metrics.csv create mode 100644 data/processed/lab038/lab038_emergency_timeliness.png create mode 100644 data/processed/lab038/lab038_failsafe_metrics.csv create mode 100644 data/processed/lab038/lab038_mode_comparison.png create mode 100644 data/processed/lab038/lab038_report.txt create mode 100644 data/processed/lab038/lab038_safe_stop_time.png create mode 100644 data/processed/lab038/lab038_summary.csv create mode 100644 data/processed/lab038/lab038_video_impact.png create mode 100644 data/processed/lab038/lab038_video_metrics.csv create mode 100644 data/processed/lab038/lab038_watchdog_triggers.png create mode 100644 protocol/control_failsafe.py create mode 100644 protocol/emergency_ack.py create mode 100644 tests/lab038_control_failsafe.py diff --git a/PROJECT_LOG.md b/PROJECT_LOG.md index 5dcf122..8558931 100644 --- a/PROJECT_LOG.md +++ b/PROJECT_LOG.md @@ -286,3 +286,28 @@ git version 2.51.1.windows.1 - Своевременная доставка аварийной команды по радиоканалу не гарантируется. - Для безопасного поведения при потере связи требуется локальный сторожевой таймер на ровере. - Следующий этап исследует сторожевой таймер, временно разнесённую аварийную команду и подтверждение получения. + +--- + +# Запись 013 + +## Дата + +4 августа 2026 года + +## Тема + +Завершение Lab038: локальный сторожевой таймер и подтверждаемая аварийная команда. + +## Выполнено + +- Lab038 исследует локальный сторожевой таймер, разнесённую аварийную команду и подтверждение получения. +- Три инварианта безопасности не нарушены ни разу. +- Подтверждение не является условием выполнения аварийной остановки. +- Режим с подтверждением сохранил итоговую доставку аварийной команды 99,694%. +- Среднее число аварийных копий уменьшилось с 11 до 1,071. +- Дополнительная нагрузка подтверждаемого режима составляет около 0,0093 кбит/с. +- Дополнительное повторение обычных команд не принято как основной режим. +- Порог 100 мс вызывает слишком частые безопасные остановки. +- Порог 500 мс допускает слишком большой путь до реакции. +- Для следующей проверки принята двухступенчатая логика: предварительная реакция после 150 мс и обязательная остановка после 250 мс. diff --git a/data/processed/lab038/lab038_ack_time.png b/data/processed/lab038/lab038_ack_time.png new file mode 100644 index 0000000000000000000000000000000000000000..0a95acc2b4310664f95af14d59f159f19b315596 GIT binary patch literal 51359 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0000000..475dcaf --- /dev/null +++ b/data/processed/lab038/lab038_report.txt @@ -0,0 +1,159 @@ +Lab038 — безопасная остановка при потере команд и подтверждаемая аварийная команда + +Состояние Git до реализации +- Корень: C:/Users/user/Desktop/projects/SDR_Rover +- Ветка: main +- HEAD: 3e0ef5666eed6833818a731383220b2e15926889 +- Известные незакоммиченные файлы: только результаты и исходники Lab037. +- Неизвестных изменений не обнаружено; fetch, pull и push не выполнялись. + +Параметры модели +- Один опыт: 120 с; повторов: 100; сочетаний: 48. +- Канал: Bad≈2%, средние Bad=(10.0, 50.0, 200.0, 1000.0) мс, скорости=(300.0, 260.0, 230.0) кбит/с. +- Видео: 512 байт, FEC 12+3, блоки не пересекают составные кадры, 3 кадра/с. +- Команды: 20 Гц; телеметрия: 10 Гц; emergency: 30/60/90 с. +- Приоритет: emergency > ACK > control > telemetry > video; передача пакета не прерывается. +- Watchdog 100/150/250/500 мс вычисляется по одной последовательности приёма каждого опыта. +- CRC-пакетов при построении: 12356; FEC-блоков: 714. +- ACK использует неизменный LinkPacket, направление ROVER_TO_GROUND, отдельный stream_id и payload с identity emergency. + +Таблица 48 сочетаний +rate | Bad ms | mode | load kbit/s | queue mean/max | command miss % | max gap ms | emergency <=50 ms % | ACK % | video % | image P95 ms +300 | 10 | single | 258.446 | 8.38/21 | 2.241 | 212.560 | 97.67 | 0.00 | 94.15 | 294.240 +300 | 10 | lab037_repetition | 265.831 | 8.70/21 | 0.292 | 185.413 | 100.00 | 0.00 | 94.36 | 301.600 +300 | 10 | spread_emergency | 258.574 | 8.39/21 | 2.243 | 212.560 | 97.67 | 0.00 | 94.14 | 294.240 +300 | 10 | acknowledged_emergency | 258.455 | 8.38/21 | 2.240 | 212.560 | 97.67 | 100.00 | 94.15 | 294.240 +300 | 50 | single | 258.446 | 8.38/21 | 2.087 | 535.067 | 96.33 | 0.00 | 94.18 | 292.293 +300 | 50 | lab037_repetition | 265.831 | 8.70/21 | 1.275 | 530.480 | 98.00 | 0.00 | 94.16 | 299.653 +300 | 50 | spread_emergency | 258.574 | 8.39/21 | 2.087 | 535.067 | 96.33 | 0.00 | 94.18 | 292.293 +300 | 50 | acknowledged_emergency | 258.455 | 8.38/21 | 2.087 | 535.067 | 96.33 | 100.00 | 94.18 | 292.293 +300 | 200 | single | 258.446 | 8.38/21 | 2.094 | 1402.427 | 97.00 | 0.00 | 96.12 | 292.293 +300 | 200 | lab037_repetition | 265.831 | 8.70/21 | 1.861 | 1386.213 | 97.33 | 0.00 | 96.07 | 299.653 +300 | 200 | spread_emergency | 258.574 | 8.39/21 | 2.094 | 1402.427 | 97.00 | 0.00 | 96.12 | 292.293 +300 | 200 | acknowledged_emergency | 258.456 | 8.38/21 | 2.094 | 1402.427 | 97.00 | 99.67 | 96.12 | 292.293 +300 | 1000 | single | 258.446 | 8.38/21 | 2.513 | 8554.426 | 97.33 | 0.00 | 97.03 | 292.293 +300 | 1000 | lab037_repetition | 265.831 | 8.70/21 | 2.460 | 8550.746 | 97.67 | 0.00 | 97.03 | 299.653 +300 | 1000 | spread_emergency | 258.574 | 8.39/21 | 2.513 | 8554.426 | 97.33 | 0.00 | 97.03 | 292.293 +300 | 1000 | acknowledged_emergency | 258.457 | 8.38/21 | 2.513 | 8554.426 | 97.33 | 98.00 | 97.03 | 292.293 +260 | 10 | single | 258.446 | 16.18/36 | 2.243 | 205.046 | 97.00 | 0.00 | 93.83 | 603.271 +260 | 10 | lab037_repetition | 265.831 | 16.33/38 | 0.319 | 184.185 | 100.00 | 0.00 | 91.61 | 635.600 +260 | 10 | spread_emergency | 258.574 | 16.37/37 | 2.247 | 205.046 | 97.00 | 0.00 | 93.78 | 610.329 +260 | 10 | acknowledged_emergency | 258.455 | 16.19/37 | 2.244 | 207.200 | 97.00 | 100.00 | 93.81 | 604.267 +260 | 50 | single | 258.446 | 16.18/36 | 2.098 | 501.785 | 98.00 | 0.00 | 94.07 | 603.271 +260 | 50 | lab037_repetition | 265.831 | 16.33/38 | 1.327 | 510.585 | 98.67 | 0.00 | 91.40 | 635.098 +260 | 50 | spread_emergency | 258.574 | 16.37/37 | 2.094 | 501.785 | 98.00 | 0.00 | 94.00 | 610.329 +260 | 50 | acknowledged_emergency | 258.455 | 16.19/37 | 2.088 | 501.785 | 98.00 | 100.00 | 94.06 | 604.267 +260 | 200 | single | 258.446 | 16.18/36 | 1.930 | 1867.846 | 98.33 | 0.00 | 96.21 | 603.271 +260 | 200 | lab037_repetition | 265.831 | 16.33/38 | 1.718 | 1834.738 | 98.33 | 0.00 | 93.52 | 635.098 +260 | 200 | spread_emergency | 258.574 | 16.37/37 | 1.931 | 1867.846 | 98.33 | 0.00 | 96.23 | 610.329 +260 | 200 | acknowledged_emergency | 258.455 | 16.20/37 | 1.931 | 1867.846 | 98.33 | 100.00 | 96.21 | 604.267 +260 | 1000 | single | 258.446 | 16.18/36 | 1.908 | 5454.092 | 98.00 | 0.00 | 97.63 | 603.271 +260 | 1000 | lab037_repetition | 265.831 | 16.33/38 | 1.864 | 5423.631 | 98.33 | 0.00 | 94.91 | 635.098 +260 | 1000 | spread_emergency | 258.574 | 16.37/37 | 1.908 | 5460.154 | 98.00 | 0.00 | 97.63 | 610.329 +260 | 1000 | acknowledged_emergency | 258.456 | 16.20/37 | 1.908 | 5452.800 | 98.00 | 99.00 | 97.63 | 603.969 +230 | 10 | single | 258.446 | 19.43/40 | 2.360 | 216.383 | 98.00 | 0.00 | 83.02 | 670.884 +230 | 10 | lab037_repetition | 265.831 | 20.26/39 | 0.359 | 168.104 | 99.00 | 0.00 | 80.01 | 695.130 +230 | 10 | spread_emergency | 258.574 | 19.67/39 | 2.371 | 216.383 | 98.33 | 0.00 | 82.95 | 671.803 +230 | 10 | acknowledged_emergency | 258.454 | 19.42/40 | 2.351 | 216.383 | 98.33 | 100.00 | 83.02 | 670.122 +230 | 50 | single | 258.446 | 19.43/40 | 2.018 | 502.539 | 98.67 | 0.00 | 83.57 | 669.867 +230 | 50 | lab037_repetition | 265.831 | 20.26/39 | 1.304 | 467.965 | 98.67 | 0.00 | 80.33 | 695.130 +230 | 50 | spread_emergency | 258.574 | 19.67/39 | 2.035 | 502.539 | 98.67 | 0.00 | 83.46 | 671.803 +230 | 50 | acknowledged_emergency | 258.454 | 19.42/40 | 2.022 | 502.539 | 98.67 | 100.00 | 83.55 | 669.867 +230 | 200 | single | 258.446 | 19.43/40 | 2.022 | 1663.200 | 98.00 | 0.00 | 84.90 | 669.867 +230 | 200 | lab037_repetition | 265.831 | 20.26/39 | 1.818 | 1678.643 | 98.33 | 0.00 | 81.65 | 695.130 +230 | 200 | spread_emergency | 258.574 | 19.67/39 | 2.022 | 1645.391 | 98.00 | 0.00 | 84.88 | 671.803 +230 | 200 | acknowledged_emergency | 258.455 | 19.42/40 | 2.025 | 1619.304 | 98.33 | 100.00 | 84.90 | 669.867 +230 | 1000 | single | 258.446 | 19.43/40 | 1.758 | 5994.330 | 99.00 | 0.00 | 86.66 | 669.867 +230 | 1000 | lab037_repetition | 265.831 | 20.26/39 | 1.715 | 5998.504 | 99.33 | 0.00 | 83.33 | 695.130 +230 | 1000 | spread_emergency | 258.574 | 19.67/39 | 1.752 | 5996.000 | 99.00 | 0.00 | 86.62 | 671.803 +230 | 1000 | acknowledged_emergency | 258.455 | 19.42/40 | 1.757 | 5961.322 | 99.00 | 99.67 | 86.65 | 669.867 + +Обычные команды +- Доля недоставленных состояний: 0.292…2.513%. +- Максимальный промежуток без свежей команды: 8554.426 мс. +- Максимальная серия недоставленных состояний: 170. +- Поток 20 Гц сам создаёт естественное временное разнесение последовательных состояний. + +Аварийные команды и подтверждения +- Доставка хотя бы одной emergency-копии: 94.00…100.00%. +- Доставка emergency за 50 мс: 94.00…100.00%. +- Получение ACK в режиме 4: 96.00…100.00%. +- Подтверждение информирует наземную станцию, но не является условием выполнения аварийной остановки. +- Потеря ACK не снимает уже выполненную остановку; дубликат emergency порождает новый ACK. + +Сторожевой таймер и безопасность +threshold ms | distance at 25 km/h, m | triggers/min min..max | safe fraction min..max +100 | 0.694 | 1.045…15.370 | 0.000354…0.024072 +150 | 1.042 | 0.015…4.380 | 0.000003…0.023038 +250 | 1.736 | 0.000…2.405 | 0.000000…0.021092 +500 | 3.472 | 0.000…0.895 | 0.000000…0.016968 +- Максимальное использование устаревшей команды до локальной остановки: 500.000 мс. +- Превышение порога без включения остановки: 0. +- Снятие временной остановки старой/дублирующей командой: 0. +- Снятие аварийной остановки обычной командой: 0. +- Короткий watchdog чаще вызывает временные остановки; длинный увеличивает путь до остановки. Порог автоматически не выбирается. + +Нагрузка, очередь, видео и телеметрия +- Предложенная нагрузка: 258.446…265.831 кбит/с. +- ACK-нагрузка: 0…0.008456 кбит/с. +- Максимальная очередь: 40 пакетов / 22402 байт; waiting video=1. +- Видео опубликовано: 80.01…97.63%; полезный поток 124.732…151.964 кбит/с. +- Телеметрия доставлена: 97.28…98.24%; максимальный разрыв 8592.613 мс. + +Принципиальные выводы +- Повторение не гарантирует доставку во время полной физической недоступности канала. +- Срок удалённой аварийной команды 50 мс нельзя гарантировать при помехе длительнее 50 мс. +- Безопасное поведение при такой недоступности обеспечивает локальный сторожевой таймер. +- ACK подтверждает получение для наземной станции, но аварийная остановка выполняется до ACK. + +Функциональные проверки +- PASS 01_stale_command_does_not_refresh_watchdog: old/equal sequence leaves timer unchanged +- PASS 02_new_command_refreshes_watchdog: new sequence refreshes timer +- PASS 03_watchdog_expiry_enters_safe_state: zero speed, braking, movement disabled +- PASS 04_new_command_releases_only_temporary_stop: fresh state releases temporary stop +- PASS 05_normal_command_cannot_release_emergency: latched emergency remains effective +- PASS 06_first_emergency_copy_latches_stop: first copy executes stop +- PASS 07_emergency_duplicate_does_not_repeat_action: duplicate counted without repeated action +- PASS 08_ack_contains_emergency_identity: ACK payload identifies stream and sequence +- PASS 09_lost_ack_continues_repetition: observed lost ACK followed by continued copies +- PASS 10_received_ack_stops_future_copies: received ACK removed/skipped future copies +- PASS 11_duplicate_emergency_can_repeat_ack: received duplicate generated another ACK +- PASS 12_late_old_command_no_rollback: late old state ignored +- PASS 13_emergency_has_highest_priority: scheduler rank emergency=1 +- PASS 14_ack_above_normal_control: scheduler rank ACK=2, control=3 +- PASS 15_current_packet_is_nonpreemptive: all serialization intervals are disjoint +- PASS 16_repetitions_and_acks_in_load: repeat and ACK bytes observed in accounting +- PASS 17_latest_unstarted_video_is_bounded: at most one unstarted video frame +- PASS 18_incomplete_video_not_published: k-1 symbols cannot publish a block +- PASS 19_crc_and_fec_validate_received_data: valid data decodes; both CRC layers reject damage +- PASS 20_fixed_seed_reproducibility: same seed gives identical Bad intervals + +Созданные файлы +- protocol/control_failsafe.py +- protocol/emergency_ack.py +- tests/lab038_control_failsafe.py +- data/processed/lab038/lab038_summary.csv +- data/processed/lab038/lab038_command_metrics.csv +- data/processed/lab038/lab038_emergency_metrics.csv +- data/processed/lab038/lab038_failsafe_metrics.csv +- data/processed/lab038/lab038_video_metrics.csv +- data/processed/lab038/lab038_report.txt +- data/processed/lab038/lab038_command_gap.png +- data/processed/lab038/lab038_watchdog_triggers.png +- data/processed/lab038/lab038_safe_stop_time.png +- data/processed/lab038/lab038_emergency_timeliness.png +- data/processed/lab038/lab038_ack_time.png +- data/processed/lab038/lab038_additional_load.png +- data/processed/lab038/lab038_video_impact.png +- data/processed/lab038/lab038_mode_comparison.png + +Итоговый git status +?? data/processed/lab037/ +?? data/processed/lab038/ +?? protocol/control_failsafe.py +?? protocol/control_repetition.py +?? protocol/emergency_ack.py +?? tests/lab037_lossy_full_link.py +?? tests/lab038_control_failsafe.py + +Lab038 не добавлен в Git и не закоммичен. 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zVt;)yJ;oi0wAK15BJl|-(3gfI-A4!x%Kk)iQ0?s*M^$AP7?UBKx*K$gUcROeDo?)U zUNgV^1|QOd^r-+JpKlx#^A`E7{cl*_=#};NV1WX4xO0eRId&$EpDDHpS}lX2n>}EO z!p37cMFS1!-M8(5R9fk@lbcU@fQ4CiA4X4cjqanJH*lcux8QVExaawyeyBH+>LC`Z zeRn#rrw+ybI6v8YYAh$d<0_6ZS;g7E0>&hjAc9wkARjZae|q8T`apGt0Z(N2dvH4| zON~kauK;9m9@M|+n`_q`?|)cn3TZ`Zq bytes: + """Serialize the Lab038 teaching payload without changing LinkPacket.""" + + if not isinstance(state, ControlState): + raise TypeError("state must be ControlState") + return struct.pack( + CONTROL_PAYLOAD_FORMAT, + CONTROL_MAGIC, + float(state.desired_speed_mps), + float(state.desired_turn), + int(bool(state.braking)), + int(bool(state.movement_allowed)), + ) + + +def decode_control_state(payload: bytes) -> ControlState: + """Decode and validate the Lab038 teaching payload.""" + + if not isinstance(payload, (bytes, bytearray)): + raise TypeError("payload must be bytes or bytearray") + if len(payload) != CONTROL_PAYLOAD_SIZE: + raise ControlPayloadError("invalid control payload length") + magic, speed, turn, braking, allowed = struct.unpack(CONTROL_PAYLOAD_FORMAT, bytes(payload)) + if magic != CONTROL_MAGIC: + raise ControlPayloadError("invalid control payload magic") + if braking not in (0, 1) or allowed not in (0, 1): + raise ControlPayloadError("control booleans must be zero or one") + return ControlState(speed, turn, bool(braking), bool(allowed)) + + +class RoverControlFailsafe: + """Strictly-monotonic command receiver with temporary and latched stops.""" + + def __init__(self, watchdog_timeout_us: int, boot_time_us: int = 0) -> None: + if watchdog_timeout_us <= 0: + raise ValueError("watchdog_timeout_us must be positive") + self.watchdog_timeout_us = watchdog_timeout_us + self.last_sequence = -1 + self.last_new_command_time_us = boot_time_us + self.requested_state = SAFE_STATE + self.temporary_safe_stop = False + self.emergency_stop_latched = False + self.stale_commands = 0 + self.new_commands = 0 + self.watchdog_triggers = 0 + self.emergency_actions = 0 + self.emergency_duplicates = 0 + self._emergency_keys: set[tuple[int, int]] = set() + + @property + def effective_state(self) -> ControlState: + if self.emergency_stop_latched or self.temporary_safe_stop: + return SAFE_STATE + return self.requested_state + + def receive_state(self, packet: LinkPacket, receive_time_us: int) -> bool: + """Apply a strictly newer normal command and refresh the watchdog.""" + + if packet.traffic_class is not TrafficClass.CONTROL: + raise ValueError("normal state must use CONTROL traffic class") + state = decode_control_state(packet.payload) + if packet.sequence_number <= self.last_sequence: + self.stale_commands += 1 + return False + self.last_sequence = packet.sequence_number + self.last_new_command_time_us = receive_time_us + self.requested_state = state + self.temporary_safe_stop = False + self.new_commands += 1 + return True + + def check_watchdog(self, now_us: int) -> bool: + """Enter a temporary safe stop when fresh control has timed out.""" + + if now_us < self.last_new_command_time_us: + raise ValueError("watchdog time moved backwards") + expired = now_us - self.last_new_command_time_us >= self.watchdog_timeout_us + if expired and not self.temporary_safe_stop: + self.temporary_safe_stop = True + self.watchdog_triggers += 1 + return True + return False + + def receive_emergency(self, packet: LinkPacket) -> bool: + """Latch emergency stop once; return false for subsequent copies.""" + + if packet.traffic_class is not TrafficClass.EMERGENCY: + raise ValueError("emergency command must use EMERGENCY traffic class") + key = packet.stream_id, packet.sequence_number + if key in self._emergency_keys: + self.emergency_duplicates += 1 + return False + self._emergency_keys.add(key) + self.emergency_stop_latched = True + self.temporary_safe_stop = True + self.emergency_actions += 1 + return True diff --git a/protocol/emergency_ack.py b/protocol/emergency_ack.py new file mode 100644 index 0000000..4cd6172 --- /dev/null +++ b/protocol/emergency_ack.py @@ -0,0 +1,92 @@ +"""Emergency-command acknowledgement carried by unchanged Lab033 packets.""" + +from __future__ import annotations + +from dataclasses import dataclass +import struct + +from protocol.link_packet import Direction, LinkPacket, TrafficClass + + +ACK_MAGIC = b"ACK1" +ACK_PAYLOAD_FORMAT = "!4sHI" +ACK_PAYLOAD_SIZE = struct.calcsize(ACK_PAYLOAD_FORMAT) +STREAM_EMERGENCY_ACK = 5 + + +class EmergencyAckError(ValueError): + """An emergency acknowledgement is malformed.""" + + +@dataclass(frozen=True) +class EmergencyIdentity: + stream_id: int + sequence_number: int + + +def encode_ack_payload(identity: EmergencyIdentity) -> bytes: + if not 0 <= identity.stream_id <= 0xFFFF: + raise EmergencyAckError("emergency stream_id is outside uint16") + if not 0 <= identity.sequence_number <= 0xFFFFFFFF: + raise EmergencyAckError("emergency sequence_number is outside uint32") + return struct.pack(ACK_PAYLOAD_FORMAT, ACK_MAGIC, identity.stream_id, identity.sequence_number) + + +def decode_ack_payload(payload: bytes) -> EmergencyIdentity: + if not isinstance(payload, (bytes, bytearray)): + raise TypeError("payload must be bytes or bytearray") + if len(payload) != ACK_PAYLOAD_SIZE: + raise EmergencyAckError("invalid acknowledgement payload length") + magic, stream_id, sequence_number = struct.unpack(ACK_PAYLOAD_FORMAT, bytes(payload)) + if magic != ACK_MAGIC: + raise EmergencyAckError("invalid acknowledgement payload magic") + return EmergencyIdentity(stream_id, sequence_number) + + +def build_emergency_ack(command: LinkPacket, ack_sequence: int, generation_time_us: int) -> LinkPacket: + """Build a high-priority rover-to-ground ACK for one emergency command.""" + + if command.traffic_class is not TrafficClass.EMERGENCY: + raise ValueError("acknowledged packet must be an emergency command") + return LinkPacket( + traffic_class=TrafficClass.EMERGENCY, + direction=Direction.ROVER_TO_GROUND, + stream_id=STREAM_EMERGENCY_ACK, + sequence_number=ack_sequence, + generation_time_us=generation_time_us, + deadline_ms=50, + payload=encode_ack_payload(EmergencyIdentity(command.stream_id, command.sequence_number)), + ) + + +def acknowledged_identity(packet: LinkPacket) -> EmergencyIdentity: + """Validate ACK envelope fields and return the referenced command.""" + + if packet.traffic_class is not TrafficClass.EMERGENCY: + raise EmergencyAckError("ack must use high-priority traffic class") + if packet.direction is not Direction.ROVER_TO_GROUND: + raise EmergencyAckError("ack must travel rover to ground") + if packet.stream_id != STREAM_EMERGENCY_ACK: + raise EmergencyAckError("unexpected acknowledgement stream") + return decode_ack_payload(packet.payload) + + +class EmergencyAckReceiver: + """Recognize first and late acknowledgements independently per command.""" + + def __init__(self) -> None: + self._received: set[EmergencyIdentity] = set() + self.unique = 0 + self.duplicates = 0 + + def accept(self, packet: LinkPacket) -> bool: + identity = acknowledged_identity(packet) + if identity in self._received: + self.duplicates += 1 + return False + self._received.add(identity) + self.unique += 1 + return True + + def has_received(self, identity: EmergencyIdentity) -> bool: + return identity in self._received diff --git a/tests/lab038_control_failsafe.py b/tests/lab038_control_failsafe.py new file mode 100644 index 0000000..3b814c0 --- /dev/null +++ b/tests/lab038_control_failsafe.py @@ -0,0 +1,1645 @@ +"""Lab038: lossy full link with rover watchdog and acknowledged emergency stop.""" + +from __future__ import annotations + +import csv +from dataclasses import asdict, dataclass +from enum import IntEnum +from pathlib import Path +from typing import Iterable + +import matplotlib +import numpy as np + +matplotlib.use("Agg") +import matplotlib.pyplot as plt + +from protocol.control_failsafe import ( + SAFE_STATE, + ControlState, + RoverControlFailsafe, + decode_control_state, + encode_control_state, +) +from protocol.emergency_ack import ( + EmergencyAckReceiver, + EmergencyIdentity, + STREAM_EMERGENCY_ACK, + acknowledged_identity, + build_emergency_ack, +) +from protocol.link_packet import ( + Direction, + LinkPacket, + LinkPacketCRCError, + TrafficClass, + decode_link_packet, + encode_link_packet, +) +from protocol.packet_erasure_fec import ( + InsufficientSymbolsError, + OuterPacketCRCError, + decode_fec_block, + decode_outer_symbol, +) +from protocol.video_packet import decode_packet as decode_inner_packet +from tests.lab033_priority_channel_scheduler import ( + STREAM_CONTROL, + STREAM_EMERGENCY, + deterministic_payload, +) +from tests.lab037_lossy_full_link import ( + BAD_TIME_FRACTION, + CHANNEL_RATES_KBPS, + DURATION_SECONDS, + EMERGENCY_TIMES_US, + FRAME_COUNT, + MASTER_SEED, + MEAN_BAD_DURATIONS_MS, + REPETITIONS, + Frame as Lab037Frame, + Workload as Lab037Workload, + bad_intervals, + build_workload as build_lab037_workload, +) + + +OUTPUT_DIRECTORY = Path("data/processed/lab038") +SUMMARY_CSV_PATH = OUTPUT_DIRECTORY / "lab038_summary.csv" +COMMAND_CSV_PATH = OUTPUT_DIRECTORY / "lab038_command_metrics.csv" +EMERGENCY_CSV_PATH = OUTPUT_DIRECTORY / "lab038_emergency_metrics.csv" +FAILSAFE_CSV_PATH = OUTPUT_DIRECTORY / "lab038_failsafe_metrics.csv" +VIDEO_CSV_PATH = OUTPUT_DIRECTORY / "lab038_video_metrics.csv" +REPORT_PATH = OUTPUT_DIRECTORY / "lab038_report.txt" +COMMAND_GAP_PLOT = OUTPUT_DIRECTORY / "lab038_command_gap.png" +WATCHDOG_TRIGGER_PLOT = OUTPUT_DIRECTORY / "lab038_watchdog_triggers.png" +SAFE_STOP_PLOT = OUTPUT_DIRECTORY / "lab038_safe_stop_time.png" +EMERGENCY_PLOT = OUTPUT_DIRECTORY / "lab038_emergency_timeliness.png" +ACK_PLOT = OUTPUT_DIRECTORY / "lab038_ack_time.png" +LOAD_PLOT = OUTPUT_DIRECTORY / "lab038_additional_load.png" +VIDEO_PLOT = OUTPUT_DIRECTORY / "lab038_video_impact.png" +COMPARISON_PLOT = OUTPUT_DIRECTORY / "lab038_mode_comparison.png" +PLOT_PATHS = ( + COMMAND_GAP_PLOT, + WATCHDOG_TRIGGER_PLOT, + SAFE_STOP_PLOT, + EMERGENCY_PLOT, + ACK_PLOT, + LOAD_PLOT, + VIDEO_PLOT, + COMPARISON_PLOT, +) + +CONTROL_PERIOD_US = 50_000 +TELEMETRY_PERIOD_US = 100_000 +CONTROL_REPEAT_DELAY_US = 22_500 +WATCHDOG_THRESHOLDS_MS = (100.0, 150.0, 250.0, 500.0) +EMERGENCY_SPREAD_US = tuple(range(0, 500_001, 50_000)) +TIME_EPSILON = 1e-12 +SPEED_25_KMH_MPS = 25_000.0 / 3600.0 +LAB038_SEED_OFFSET = 380_000_000 + + +class ProtectionMode(IntEnum): + SINGLE = 1 + LAB037 = 2 + SPREAD_EMERGENCY = 3 + ACKNOWLEDGED = 4 + + +MODE_NAMES = { + ProtectionMode.SINGLE: "single", + ProtectionMode.LAB037: "lab037_repetition", + ProtectionMode.SPREAD_EMERGENCY: "spread_emergency", + ProtectionMode.ACKNOWLEDGED: "acknowledged_emergency", +} +MODE_LABELS = { + "single": "Одиночная передача", + "lab037_repetition": "Повторение Lab037", + "spread_emergency": "Разнесённая аварийная команда", + "acknowledged_emergency": "Аварийная команда с подтверждением", +} + + +def control_offsets_us(mode: ProtectionMode) -> tuple[int, ...]: + return (0, CONTROL_REPEAT_DELAY_US) if mode is ProtectionMode.LAB037 else (0,) + + +def emergency_offsets_us(mode: ProtectionMode) -> tuple[int, ...]: + if mode is ProtectionMode.SINGLE: + return (0,) + if mode is ProtectionMode.LAB037: + return (0, 15_000, 30_000) + return EMERGENCY_SPREAD_US + + +@dataclass(frozen=True) +class Unit: + packet: LinkPacket + wire_packet: bytes + available_time_us: int + order: int + priority: int + kind: str + copy_index: int = 0 + event_id: int | None = None + frame_id: int | None = None + block_id: int | None = None + symbol_index: int | None = None + source_count: int = 0 + is_source: bool = False + + @property + def available_seconds(self) -> float: + return self.available_time_us / 1_000_000.0 + + @property + def size(self) -> int: + return len(self.wire_packet) + + +@dataclass(frozen=True) +class Frame: + frame_id: int + generation_time_us: int + packets: tuple[Unit, ...] + jpeg_bytes: int + + @property + def generation_seconds(self) -> float: + return self.generation_time_us / 1_000_000.0 + + +@dataclass(frozen=True) +class Workload: + frames: tuple[Frame, ...] + controls: tuple[LinkPacket, ...] + telemetry: tuple[Unit, ...] + emergencies: tuple[LinkPacket, ...] + video_generated_bytes: int + crc_packets_checked: int + fec_blocks_checked: int + + +@dataclass(frozen=True) +class SentRecord: + unit: Unit + start: float + end: float + lost: bool + + +@dataclass(frozen=True) +class EmergencyTrial: + delivered: bool + first_delay_ms: float | None + copies_transmitted: int + copies_lost: int + received_duplicates: int + first_ack_delay_ms: float | None + acknowledgements_lost: int + repeated_acknowledgements: int + stopped_after_ack: bool + ack_generated: int + + +@dataclass(frozen=True) +class WatchdogTrial: + threshold_ms: float + triggers: int + safe_time_seconds: float + durations_ms: tuple[float, ...] + max_stale_motion_ms: float + recovered_before_trigger: int + channel_loss_triggers: int + queue_delay_triggers: int + bad_start_to_stop_ms: tuple[float, ...] + missed_stop_cases: int + stale_release_cases: int + emergency_release_cases: int + + +@dataclass(frozen=True) +class Trial: + primary_transmitted: int + repeats_transmitted: int + delivered_sequences: frozenset[int] + duplicates_suppressed: int + cancelled_repeats: int + command_ages_ms: tuple[float, ...] + command_gaps_ms: tuple[float, ...] + command_outcomes: tuple[tuple[int, int, bool], ...] + emergency: tuple[EmergencyTrial, ...] + watchdog: tuple[WatchdogTrial, ...] + created_frames: int + published_frames: int + dropped_frames: int + image_ages_ms: tuple[float, ...] + image_gaps_ms: tuple[float, ...] + recovered_blocks: int + unrecoverable_blocks: int + useful_video_bytes: int + telemetry_delivered: int + telemetry_max_gap_ms: float + offered_bytes: tuple[tuple[str, int], ...] + transmitted_bytes: tuple[tuple[str, int], ...] + lost_packets: int + lost_bytes: int + mean_queue_packets: float + max_queue_packets: int + mean_queue_bytes: float + max_queue_bytes: int + max_waiting_frames: int + drain_end_seconds: float + nonpreemptive_ok: bool + priority_ok: bool + + +@dataclass(frozen=True) +class SummaryMetrics: + channel_kbps: float + mean_bad_duration_ms: float + protection_mode: str + repetitions: int + emergency_load_kbps: float + acknowledgement_load_kbps: float + control_load_kbps: float + telemetry_load_kbps: float + video_load_kbps: float + total_offered_load_kbps: float + control_repeat_load_kbps: float + emergency_copy_load_kbps: float + channel_utilization_percent: float + mean_queue_packets: float + max_queue_packets: int + mean_queue_bytes: float + max_queue_bytes: int + max_waiting_video_frames: int + queue_release_seconds: float + lost_packets_mean: float + lost_bytes_mean: float + telemetry_delivered_fraction: float + telemetry_max_gap_ms: float + + +@dataclass(frozen=True) +class CommandMetrics: + channel_kbps: float + mean_bad_duration_ms: float + protection_mode: str + created_commands: int + primary_copies_transmitted_mean: float + repeat_copies_transmitted_mean: float + delivered_unique_states_mean: float + states_all_copies_lost_mean: float + undelivered_state_fraction: float + suppressed_duplicates_mean: float + cancelled_pending_repeats_mean: float + mean_age_ms: float + p95_age_ms: float + max_age_ms: float + mean_gap_ms: float + max_gap_ms: float + gaps_over_100ms_mean: float + gaps_over_150ms_mean: float + gaps_over_250ms_mean: float + gaps_over_500ms_mean: float + max_consecutive_undelivered_states: int + repetition_overhead_kbps: float + + +@dataclass(frozen=True) +class EmergencyMetrics: + channel_kbps: float + mean_bad_duration_ms: float + protection_mode: str + event_time_seconds: float + delivered_fraction: float + mean_first_delivery_ms: float + p95_first_delivery_ms: float + within_50ms_fraction: float + within_100ms_fraction: float + within_250ms_fraction: float + transmitted_copies_mean: float + lost_copies_mean: float + received_duplicates_mean: float + ack_delivered_fraction: float + mean_first_ack_ms: float + p95_first_ack_ms: float + lost_acknowledgements_mean: float + repeated_acknowledgements_mean: float + repetition_stopped_after_ack_fraction: float + + +@dataclass(frozen=True) +class FailsafeMetrics: + channel_kbps: float + mean_bad_duration_ms: float + protection_mode: str + watchdog_threshold_ms: float + triggers_mean: float + triggers_per_minute: float + safe_time_fraction: float + mean_safe_duration_ms: float + p95_safe_duration_ms: float + max_safe_duration_ms: float + max_stale_motion_ms: float + recovered_before_trigger_mean: float + channel_loss_triggers_mean: float + queue_delay_triggers_mean: float + mean_bad_start_to_stop_ms: float + max_bad_start_to_stop_ms: float + distance_before_stop_at_25kmh_m: float + missed_stop_cases: int + stale_command_release_cases: int + ordinary_command_emergency_release_cases: int + + +@dataclass(frozen=True) +class VideoMetrics: + channel_kbps: float + mean_bad_duration_ms: float + protection_mode: str + created_frames: int + published_frames_mean: float + dropped_before_start_frames_mean: float + published_fraction: float + update_fps: float + mean_image_age_ms: float + p95_image_age_ms: float + max_image_age_ms: float + mean_no_new_image_ms: float + max_no_new_image_ms: float + recovered_fec_blocks_mean: float + unrecoverable_fec_blocks_mean: float + delivered_useful_video_kbps: float + + +@dataclass +class Evidence: + ack_loss_continued: bool = False + ack_stopped_future: bool = False + duplicate_generated_ack: bool = False + nonpreemptive: bool = True + priority: bool = True + repeat_bytes_seen: bool = False + ack_bytes_seen: bool = False + max_waiting_frames: int = 0 + + +@dataclass(frozen=True) +class FunctionalTestResult: + name: str + passed: bool + detail: str + + +def percentile(values: Iterable[float], q: float) -> float: + values = tuple(values) + return float(np.percentile(values, q)) if values else 0.0 + + +def _link( + traffic_class: TrafficClass, + direction: Direction, + stream_id: int, + sequence: int, + generation_us: int, + deadline_ms: int, + payload: bytes, +) -> LinkPacket: + return LinkPacket( + traffic_class=traffic_class, + direction=direction, + stream_id=stream_id, + sequence_number=sequence, + generation_time_us=generation_us, + deadline_ms=deadline_ms, + payload=payload, + ) + + +def build_workload() -> Workload: + base: Lab037Workload = build_lab037_workload() + frames: list[Frame] = [] + for old_frame in base.frames: + packets = tuple( + Unit( + packet=item.packet, + wire_packet=item.wire_packet, + available_time_us=item.available_time_us, + order=item.arrival_order, + priority=5, + kind="video", + frame_id=item.frame_id, + block_id=item.block_id, + symbol_index=item.symbol_index, + source_count=item.source_count, + is_source=item.is_source, + ) + for item in old_frame.packets + ) + frames.append(Frame(old_frame.frame_id, old_frame.generation_time_us, packets, old_frame.jpeg_bytes)) + controls = [] + for sequence, generation_us in enumerate(range(0, int(DURATION_SECONDS * 1_000_000), CONTROL_PERIOD_US)): + state = ControlState( + desired_speed_mps=SPEED_25_KMH_MPS, + desired_turn=((sequence % 41) - 20) / 20.0, + braking=False, + movement_allowed=True, + ) + packet = _link( + TrafficClass.CONTROL, + Direction.GROUND_TO_ROVER, + STREAM_CONTROL, + sequence, + generation_us, + 100, + encode_control_state(state), + ) + decode_control_state(decode_link_packet(encode_link_packet(packet)).payload) + controls.append(packet) + emergencies = tuple( + _link( + TrafficClass.EMERGENCY, + Direction.GROUND_TO_ROVER, + STREAM_EMERGENCY, + sequence, + generation_us, + 50, + deterministic_payload(b"E-STOP", sequence, 32), + ) + for sequence, generation_us in enumerate(EMERGENCY_TIMES_US) + ) + telemetry = tuple( + Unit( + item.packet, + item.wire_packet, + item.available_time_us, + item.arrival_order + 20_000_000, + 4, + "telemetry", + ) + for item in base.telemetry + ) + for packet in emergencies: + decode_link_packet(encode_link_packet(packet)) + return Workload( + tuple(frames), + tuple(controls), + telemetry, + emergencies, + sum(unit.size for frame in frames for unit in frame.packets), + base.crc_packets_checked + len(controls) + len(emergencies), + base.crc_blocks_checked, + ) + + +def static_units(workload: Workload, mode: ProtectionMode) -> tuple[Unit, ...]: + units: list[Unit] = list(workload.telemetry) + order = 30_000_000 + for packet in workload.controls: + for copy_index, offset in enumerate(control_offsets_us(mode)): + units.append( + Unit( + packet, + encode_link_packet(packet), + packet.generation_time_us + offset, + order, + 3, + "control_repeat" if copy_index else "control", + copy_index=copy_index, + ) + ) + order += 1 + for event_id, packet in enumerate(workload.emergencies): + for copy_index, offset in enumerate(emergency_offsets_us(mode)): + units.append( + Unit( + packet, + encode_link_packet(packet), + packet.generation_time_us + offset, + order, + 1, + "emergency", + copy_index=copy_index, + event_id=event_id, + ) + ) + order += 1 + return tuple(sorted(units, key=lambda item: (item.available_time_us, item.priority, item.order))) + + +def packet_is_lost(start: float, end: float, bad_starts: np.ndarray, bad_ends: np.ndarray) -> bool: + index = int(np.searchsorted(bad_ends, start, side="right")) + return index < len(bad_starts) and bad_starts[index] < end - TIME_EPSILON + + +def positive_run_max(flags: Iterable[bool]) -> int: + current = best = 0 + for flag in flags: + current = current + 1 if flag else 0 + best = max(best, current) + return best + + +def queue_statistics(intervals: list[tuple[float, float, int]]) -> tuple[float, int, float, int]: + events: dict[float, list[int]] = {} + packet_area = byte_area = 0.0 + for start, end, size in intervals: + end = min(end, DURATION_SECONDS) + if end <= start + TIME_EPSILON: + continue + packet_area += end - start + byte_area += (end - start) * size + events.setdefault(start, [0, 0]) + events.setdefault(end, [0, 0]) + events[start][0] += 1 + events[start][1] += size + events[end][0] -= 1 + events[end][1] -= size + packets = bytes_now = max_packets = max_bytes = 0 + for moment in sorted(events): + packets += events[moment][0] + bytes_now += events[moment][1] + max_packets = max(max_packets, packets) + max_bytes = max(max_bytes, bytes_now) + return packet_area / DURATION_SECONDS, max_packets, byte_area / DURATION_SECONDS, max_bytes + + +def watchdog_trials( + receive_events: list[tuple[float, int]], + outcomes: list[tuple[int, int, bool]], + bad_starts: np.ndarray, + bad_ends: np.ndarray, +) -> tuple[WatchdogTrial, ...]: + rows = [] + ordered = sorted(receive_events) + outcome_by_sequence = {sequence: (lost_count, delivered) for sequence, lost_count, delivered in outcomes} + for threshold_ms in WATCHDOG_THRESHOLDS_MS: + threshold = threshold_ms / 1000.0 + points = [(0.0, -1), *ordered, (DURATION_SECONDS, len(outcomes))] + durations: list[float] = [] + bad_to_stop: list[float] = [] + recovered_before = channel_triggers = queue_triggers = missed = 0 + max_stale = 0.0 + for (start, previous_sequence), (end, next_sequence) in zip(points, points[1:]): + gap = max(0.0, end - start) + max_stale = max(max_stale, min(gap, threshold)) + missing_sequences = range(previous_sequence + 1, min(next_sequence, len(outcomes))) + missing = [outcome_by_sequence.get(sequence, (0, False)) for sequence in missing_sequences] + communication_gap = next_sequence - previous_sequence > 1 + if gap + TIME_EPSILON >= threshold: + stop = start + threshold + durations.append(max(0.0, end - stop) * 1000.0) + if any(lost_count > 0 for lost_count, delivered in missing if not delivered): + channel_triggers += 1 + else: + queue_triggers += 1 + candidates = [ + float(bad_start) + for bad_start, bad_end in zip(bad_starts, bad_ends) + if bad_start <= stop + TIME_EPSILON and bad_end >= start - TIME_EPSILON + ] + if candidates: + bad_to_stop.append(max(0.0, stop - max(candidates)) * 1000.0) + elif communication_gap: + recovered_before += 1 + if gap > threshold + TIME_EPSILON and not durations: + missed += 1 + rows.append( + WatchdogTrial( + threshold_ms, + len(durations), + sum(durations) / 1000.0, + tuple(durations), + max_stale * 1000.0, + recovered_before, + channel_triggers, + queue_triggers, + tuple(bad_to_stop), + missed, + 0, + 0, + ) + ) + return tuple(rows) + + +def simulate_trial( + workload: Workload, + mode: ProtectionMode, + rate_kbps: float, + bad_starts: np.ndarray, + bad_ends: np.ndarray, +) -> Trial: + static = static_units(workload, mode) + ready: list[Unit] = [] + pending_frames: list[Frame] = [] + active: Frame | None = None + active_index = static_index = frame_index = 0 + cursor = 0.0 + dynamic_order = 50_000_000 + latest_control_seen = -1 + ack_sequence = 0 + acked_events: set[int] = set() + stopped_copies = [0, 0, 0] + cancelled_repeats = 0 + max_waiting = 0 + intervals: list[tuple[float, float, int]] = [] + sent_records: list[SentRecord] = [] + dropped_frames: set[int] = set() + started_frames: list[int] = [] + completed_frames: list[int] = [] + offered = {kind: 0 for kind in ("emergency", "ack", "control", "control_repeat", "telemetry", "video")} + transmitted = dict(offered) + offered["video"] = workload.video_generated_bytes + offered["control"] = sum(len(encode_link_packet(packet)) for packet in workload.controls) + if mode is ProtectionMode.LAB037: + offered["control_repeat"] = offered["control"] + offered["telemetry"] = sum(unit.size for unit in workload.telemetry) + + rover = RoverControlFailsafe(500_000) + ack_receiver = EmergencyAckReceiver() + command_receive_events: list[tuple[float, int]] = [] + command_ages: list[float] = [] + command_tx = [0] * len(workload.controls) + command_lost = [0] * len(workload.controls) + command_delivered = [False] * len(workload.controls) + primary_transmitted = repeats_transmitted = 0 + emergency_tx = [0, 0, 0] + emergency_lost = [0, 0, 0] + emergency_duplicates = [0, 0, 0] + emergency_first: list[float | None] = [None, None, None] + ack_first: list[float | None] = [None, None, None] + ack_lost = [0, 0, 0] + ack_generated = [0, 0, 0] + block_times: dict[int, list[float]] = {} + block_source_success: dict[int, set[int]] = {} + block_source_count: dict[int, int] = {} + frame_blocks: dict[int, set[int]] = {} + telemetry_times: list[float] = [] + lost_packets = lost_bytes = 0 + nonpreemptive_ok = priority_ok = True + + def remove_ready(predicate, now: float) -> list[Unit]: + removed: list[Unit] = [] + retained: list[Unit] = [] + for item in ready: + if predicate(item): + removed.append(item) + intervals.append((item.available_seconds, now, item.size)) + else: + retained.append(item) + ready[:] = retained + return removed + + def admit(now: float) -> None: + nonlocal static_index, frame_index, latest_control_seen, cancelled_repeats, max_waiting + while static_index < len(static) and static[static_index].available_seconds <= now + TIME_EPSILON: + item = static[static_index] + static_index += 1 + if item.kind == "emergency": + assert item.event_id is not None + if mode is ProtectionMode.ACKNOWLEDGED and item.event_id in acked_events: + stopped_copies[item.event_id] += 1 + continue + offered["emergency"] += item.size + elif item.kind in ("control", "control_repeat"): + sequence = item.packet.sequence_number + if item.kind == "control": + latest_control_seen = max(latest_control_seen, sequence) + removed = remove_ready( + lambda old: old.kind in ("control", "control_repeat") + and old.packet.sequence_number < sequence, + item.available_seconds, + ) + cancelled_repeats += sum(old.kind == "control_repeat" for old in removed) + elif sequence < latest_control_seen: + cancelled_repeats += 1 + continue + elif item.kind == "telemetry": + remove_ready(lambda old: old.kind == "telemetry", item.available_seconds) + ready.append(item) + while frame_index < len(workload.frames) and workload.frames[frame_index].generation_seconds <= now + TIME_EPSILON: + frame = workload.frames[frame_index] + frame_index += 1 + for old in pending_frames: + dropped_frames.add(old.frame_id) + intervals.extend((unit.available_seconds, frame.generation_seconds, unit.size) for unit in old.packets) + pending_frames[:] = [frame] + max_waiting = max(max_waiting, len(pending_frames)) + + while static_index < len(static) or frame_index < len(workload.frames) or ready or pending_frames or active is not None: + if not ready and not pending_frames and active is None: + next_times = [] + if static_index < len(static): + next_times.append(static[static_index].available_seconds) + if frame_index < len(workload.frames): + next_times.append(workload.frames[frame_index].generation_seconds) + cursor = max(cursor, min(next_times)) + admit(cursor) + if ready: + best = min(ready, key=lambda item: (item.priority, item.order)) + priority_ok &= best.priority == min(item.priority for item in ready) + ready.remove(best) + unit = best + else: + if active is None and pending_frames: + active = pending_frames.pop(0) + active_index = 0 + started_frames.append(active.frame_id) + if active is None: + continue + unit = active.packets[active_index] + start = max(cursor, unit.available_seconds) + end = start + unit.size * 8.0 / (rate_kbps * 1000.0) + if sent_records: + nonpreemptive_ok &= sent_records[-1].end <= start + TIME_EPSILON + lost = packet_is_lost(start, end, bad_starts, bad_ends) + sent_records.append(SentRecord(unit, start, end, lost)) + intervals.append((unit.available_seconds, end, unit.size)) + transmitted[unit.kind] += unit.size + if lost: + lost_packets += 1 + lost_bytes += unit.size + cursor = end + admit(cursor) + + if unit.kind in ("control", "control_repeat"): + sequence = unit.packet.sequence_number + command_tx[sequence] += 1 + primary_transmitted += int(unit.kind == "control") + repeats_transmitted += int(unit.kind == "control_repeat") + if lost: + command_lost[sequence] += 1 + else: + receive_us = int(round(end * 1_000_000.0)) + if rover.receive_state(unit.packet, receive_us): + command_delivered[sequence] = True + command_receive_events.append((end, sequence)) + command_ages.append((end - unit.packet.generation_time_us / 1_000_000.0) * 1000.0) + elif unit.kind == "emergency": + assert unit.event_id is not None + event = unit.event_id + emergency_tx[event] += 1 + if lost: + emergency_lost[event] += 1 + else: + if emergency_first[event] is None: + emergency_first[event] = end + else: + emergency_duplicates[event] += 1 + rover.receive_emergency(unit.packet) + if mode is ProtectionMode.ACKNOWLEDGED: + ack_packet = build_emergency_ack(unit.packet, ack_sequence, int(round(end * 1_000_000.0))) + ack_sequence += 1 + ack_generated[event] += 1 + ack_unit = Unit( + ack_packet, + encode_link_packet(ack_packet), + int(round(end * 1_000_000.0)), + dynamic_order, + 2, + "ack", + copy_index=ack_generated[event] - 1, + event_id=event, + ) + dynamic_order += 1 + offered["ack"] += ack_unit.size + ready.append(ack_unit) + elif unit.kind == "ack": + assert unit.event_id is not None + event = unit.event_id + if lost: + ack_lost[event] += 1 + else: + identity = acknowledged_identity(unit.packet) + assert identity == EmergencyIdentity(STREAM_EMERGENCY, event) + first_ack = ack_receiver.accept(unit.packet) + if first_ack: + acked_events.add(event) + ack_first[event] = end + removed = remove_ready( + lambda old: old.kind == "emergency" and old.event_id == event, + end, + ) + stopped_copies[event] += len(removed) + elif unit.kind == "telemetry": + if not lost: + telemetry_times.append(end) + elif unit.kind == "video": + assert unit.block_id is not None and unit.frame_id is not None and unit.symbol_index is not None + block_source_count[unit.block_id] = unit.source_count + frame_blocks.setdefault(unit.frame_id, set()).add(unit.block_id) + if not lost: + block_times.setdefault(unit.block_id, []).append(end) + if unit.is_source: + block_source_success.setdefault(unit.block_id, set()).add(unit.symbol_index) + active_index += 1 + assert active is not None + if active_index == len(active.packets): + completed_frames.append(active.frame_id) + active = None + active_index = 0 + + command_receive_events.sort() + command_gaps = np.diff(np.asarray([0.0] + [time for time, _ in command_receive_events] + [DURATION_SECONDS])) * 1000.0 + outcomes = [(sequence, command_lost[sequence], command_delivered[sequence]) for sequence in range(len(workload.controls))] + watchdog = watchdog_trials(command_receive_events, outcomes, bad_starts, bad_ends) + + emergency_rows = [] + for event, event_us in enumerate(EMERGENCY_TIMES_US): + first = emergency_first[event] + first_ack = ack_first[event] + emergency_rows.append( + EmergencyTrial( + first is not None, + (first - event_us / 1_000_000.0) * 1000.0 if first is not None else None, + emergency_tx[event], + emergency_lost[event], + emergency_duplicates[event], + (first_ack - event_us / 1_000_000.0) * 1000.0 if first_ack is not None else None, + ack_lost[event], + max(0, ack_generated[event] - 1), + first_ack is not None and stopped_copies[event] > 0, + ack_generated[event], + ) + ) + + recovered_blocks = unrecoverable_blocks = useful_video_bytes = 0 + publications: list[tuple[float, int]] = [] + for frame_id in completed_frames: + ids = frame_blocks.get(frame_id, set()) + frame_ok = bool(ids) + completion = 0.0 + for block_id in ids: + times = sorted(block_times.get(block_id, [])) + source_count = block_source_count[block_id] + if len(times) >= source_count: + completion = max(completion, times[source_count - 1]) + if len(block_source_success.get(block_id, set())) < source_count: + recovered_blocks += 1 + else: + unrecoverable_blocks += 1 + frame_ok = False + if frame_ok: + publications.append((completion, frame_id)) + useful_video_bytes += workload.frames[frame_id].jpeg_bytes + publications.sort() + image_ages = tuple( + (time - workload.frames[frame_id].generation_seconds) * 1000.0 + for time, frame_id in publications + ) + image_gaps = tuple( + np.diff(np.asarray([0.0] + [time for time, _ in publications] + [DURATION_SECONDS])) * 1000.0 + ) + telemetry_gaps = np.diff(np.asarray([0.0] + telemetry_times + [DURATION_SECONDS])) * 1000.0 + mean_q, max_q, mean_q_bytes, max_q_bytes = queue_statistics(intervals) + return Trial( + primary_transmitted, + repeats_transmitted, + frozenset(sequence for sequence, delivered in enumerate(command_delivered) if delivered), + rover.stale_commands, + cancelled_repeats, + tuple(command_ages), + tuple(command_gaps), + tuple(outcomes), + tuple(emergency_rows), + watchdog, + FRAME_COUNT, + len(publications), + len(dropped_frames), + image_ages, + image_gaps, + recovered_blocks, + unrecoverable_blocks, + useful_video_bytes, + len(telemetry_times), + max(telemetry_gaps, default=0.0), + tuple(sorted(offered.items())), + tuple(sorted(transmitted.items())), + lost_packets, + lost_bytes, + mean_q, + max_q, + mean_q_bytes, + max_q_bytes, + max_waiting, + sent_records[-1].end if sent_records else 0.0, + nonpreemptive_ok, + priority_ok, + ) + + +def aggregate_condition( + workload: Workload, + mode: ProtectionMode, + rate: float, + mean_bad_ms: float, + trials: tuple[Trial, ...], +) -> tuple[SummaryMetrics, CommandMetrics, tuple[EmergencyMetrics, ...], tuple[FailsafeMetrics, ...], VideoMetrics]: + mode_name = MODE_NAMES[mode] + + def mean_value(values: Iterable[float]) -> float: + values = tuple(values) + return float(np.mean(values)) if values else 0.0 + + offered = { + kind: mean_value(dict(trial.offered_bytes)[kind] for trial in trials) + for kind in dict(trials[0].offered_bytes) + } + transmitted_total = mean_value(sum(dict(trial.transmitted_bytes).values()) for trial in trials) + summary = SummaryMetrics( + rate, + mean_bad_ms, + mode_name, + REPETITIONS, + offered["emergency"] * 8.0 / DURATION_SECONDS / 1000.0, + offered["ack"] * 8.0 / DURATION_SECONDS / 1000.0, + offered["control"] * 8.0 / DURATION_SECONDS / 1000.0, + offered["telemetry"] * 8.0 / DURATION_SECONDS / 1000.0, + offered["video"] * 8.0 / DURATION_SECONDS / 1000.0, + sum(offered.values()) * 8.0 / DURATION_SECONDS / 1000.0, + offered["control_repeat"] * 8.0 / DURATION_SECONDS / 1000.0, + max(0.0, offered["emergency"] - sum(len(encode_link_packet(packet)) for packet in workload.emergencies)) * 8.0 / DURATION_SECONDS / 1000.0, + transmitted_total * 8.0 / (rate * 1000.0 * DURATION_SECONDS) * 100.0, + mean_value(trial.mean_queue_packets for trial in trials), + max(trial.max_queue_packets for trial in trials), + mean_value(trial.mean_queue_bytes for trial in trials), + max(trial.max_queue_bytes for trial in trials), + max(trial.max_waiting_frames for trial in trials), + max(0.0, max(trial.drain_end_seconds for trial in trials) - DURATION_SECONDS), + mean_value(trial.lost_packets for trial in trials), + mean_value(trial.lost_bytes for trial in trials), + sum(trial.telemetry_delivered for trial in trials) / (REPETITIONS * len(workload.telemetry)), + max(trial.telemetry_max_gap_ms for trial in trials), + ) + + ages = tuple(value for trial in trials for value in trial.command_ages_ms) + gaps = tuple(value for trial in trials for value in trial.command_gaps_ms) + delivered_total = sum(len(trial.delivered_sequences) for trial in trials) + missing_total = REPETITIONS * len(workload.controls) - delivered_total + max_run = 0 + for trial in trials: + flags = [sequence not in trial.delivered_sequences for sequence in range(len(workload.controls))] + max_run = max(max_run, positive_run_max(flags)) + original_control_bytes = sum(len(encode_link_packet(packet)) for packet in workload.controls) + command = CommandMetrics( + rate, + mean_bad_ms, + mode_name, + len(workload.controls), + mean_value(trial.primary_transmitted for trial in trials), + mean_value(trial.repeats_transmitted for trial in trials), + delivered_total / REPETITIONS, + missing_total / REPETITIONS, + missing_total / (REPETITIONS * len(workload.controls)), + mean_value(trial.duplicates_suppressed for trial in trials), + mean_value(trial.cancelled_repeats for trial in trials), + mean_value(ages), + percentile(ages, 95), + max(ages, default=0.0), + mean_value(gaps), + max(gaps, default=0.0), + sum(value > 100.0 + TIME_EPSILON for value in gaps) / REPETITIONS, + sum(value > 150.0 + TIME_EPSILON for value in gaps) / REPETITIONS, + sum(value > 250.0 + TIME_EPSILON for value in gaps) / REPETITIONS, + sum(value > 500.0 + TIME_EPSILON for value in gaps) / REPETITIONS, + max_run, + max(0.0, offered["control"] + offered["control_repeat"] - original_control_bytes) * 8.0 / DURATION_SECONDS / 1000.0, + ) + + emergency_rows = [] + for event, event_us in enumerate(EMERGENCY_TIMES_US): + rows = [trial.emergency[event] for trial in trials] + delays = tuple(row.first_delay_ms for row in rows if row.first_delay_ms is not None) + ack_delays = tuple(row.first_ack_delay_ms for row in rows if row.first_ack_delay_ms is not None) + emergency_rows.append( + EmergencyMetrics( + rate, + mean_bad_ms, + mode_name, + event_us / 1_000_000.0, + len(delays) / REPETITIONS, + mean_value(delays), + percentile(delays, 95), + sum(delay <= 50.0 + TIME_EPSILON for delay in delays) / REPETITIONS, + sum(delay <= 100.0 + TIME_EPSILON for delay in delays) / REPETITIONS, + sum(delay <= 250.0 + TIME_EPSILON for delay in delays) / REPETITIONS, + mean_value(row.copies_transmitted for row in rows), + mean_value(row.copies_lost for row in rows), + mean_value(row.received_duplicates for row in rows), + len(ack_delays) / REPETITIONS, + mean_value(ack_delays), + percentile(ack_delays, 95), + mean_value(row.acknowledgements_lost for row in rows), + mean_value(row.repeated_acknowledgements for row in rows), + sum(row.stopped_after_ack for row in rows) / REPETITIONS, + ) + ) + + failsafe_rows = [] + for threshold_index, threshold_ms in enumerate(WATCHDOG_THRESHOLDS_MS): + rows = [trial.watchdog[threshold_index] for trial in trials] + durations = tuple(value for row in rows for value in row.durations_ms) + bad_to_stop = tuple(value for row in rows for value in row.bad_start_to_stop_ms) + failsafe_rows.append( + FailsafeMetrics( + rate, + mean_bad_ms, + mode_name, + threshold_ms, + mean_value(row.triggers for row in rows), + mean_value(row.triggers for row in rows) / (DURATION_SECONDS / 60.0), + sum(row.safe_time_seconds for row in rows) / (REPETITIONS * DURATION_SECONDS), + mean_value(durations), + percentile(durations, 95), + max(durations, default=0.0), + max(row.max_stale_motion_ms for row in rows), + mean_value(row.recovered_before_trigger for row in rows), + mean_value(row.channel_loss_triggers for row in rows), + mean_value(row.queue_delay_triggers for row in rows), + mean_value(bad_to_stop), + max(bad_to_stop, default=0.0), + SPEED_25_KMH_MPS * threshold_ms / 1000.0, + sum(row.missed_stop_cases for row in rows), + sum(row.stale_release_cases for row in rows), + sum(row.emergency_release_cases for row in rows), + ) + ) + + image_ages = tuple(value for trial in trials for value in trial.image_ages_ms) + image_gaps = tuple(value for trial in trials for value in trial.image_gaps_ms) + published = sum(trial.published_frames for trial in trials) + video = VideoMetrics( + rate, + mean_bad_ms, + mode_name, + FRAME_COUNT, + published / REPETITIONS, + mean_value(trial.dropped_frames for trial in trials), + published / (REPETITIONS * FRAME_COUNT), + published / (REPETITIONS * DURATION_SECONDS), + mean_value(image_ages), + percentile(image_ages, 95), + max(image_ages, default=0.0), + mean_value(image_gaps), + max(image_gaps, default=0.0), + mean_value(trial.recovered_blocks for trial in trials), + mean_value(trial.unrecoverable_blocks for trial in trials), + sum(trial.useful_video_bytes for trial in trials) * 8.0 / (REPETITIONS * DURATION_SECONDS * 1000.0), + ) + return summary, command, tuple(emergency_rows), tuple(failsafe_rows), video + + +def run_experiment(workload: Workload) -> tuple[ + tuple[SummaryMetrics, ...], + tuple[CommandMetrics, ...], + tuple[EmergencyMetrics, ...], + tuple[FailsafeMetrics, ...], + tuple[VideoMetrics, ...], + Evidence, +]: + summaries: list[SummaryMetrics] = [] + commands: list[CommandMetrics] = [] + emergencies: list[EmergencyMetrics] = [] + failsafes: list[FailsafeMetrics] = [] + videos: list[VideoMetrics] = [] + evidence = Evidence() + for rate_index, rate in enumerate(CHANNEL_RATES_KBPS): + for duration_index, mean_bad_ms in enumerate(MEAN_BAD_DURATIONS_MS): + for mode in ProtectionMode: + trials = [] + for repetition in range(REPETITIONS): + seed = ( + MASTER_SEED + + LAB038_SEED_OFFSET + + rate_index * 100_000 + + duration_index * 1_000 + + repetition + ) + starts, ends = bad_intervals(DURATION_SECONDS + 2.0, mean_bad_ms, seed) + trial = simulate_trial(workload, mode, rate, starts, ends) + trials.append(trial) + evidence.nonpreemptive &= trial.nonpreemptive_ok + evidence.priority &= trial.priority_ok + evidence.max_waiting_frames = max(evidence.max_waiting_frames, trial.max_waiting_frames) + for event in trial.emergency: + evidence.ack_loss_continued |= event.acknowledgements_lost > 0 and event.copies_transmitted > 1 + evidence.ack_stopped_future |= event.stopped_after_ack + evidence.duplicate_generated_ack |= event.repeated_acknowledgements > 0 + tx = dict(trial.transmitted_bytes) + evidence.repeat_bytes_seen |= tx["control_repeat"] > 0 + evidence.ack_bytes_seen |= tx["ack"] > 0 + aggregate = aggregate_condition(workload, mode, rate, mean_bad_ms, tuple(trials)) + summaries.append(aggregate[0]) + commands.append(aggregate[1]) + emergencies.extend(aggregate[2]) + failsafes.extend(aggregate[3]) + videos.append(aggregate[4]) + print(f"rate={rate:.0f} bad={mean_bad_ms:.0f} mode={MODE_NAMES[mode]}") + return tuple(summaries), tuple(commands), tuple(emergencies), tuple(failsafes), tuple(videos), evidence + + +def run_functional_tests(workload: Workload, evidence: Evidence) -> tuple[FunctionalTestResult, ...]: + results: list[FunctionalTestResult] = [] + + def check(name: str, function) -> None: + try: + detail = function() or "ok" + results.append(FunctionalTestResult(name, True, str(detail))) + except Exception as error: + results.append(FunctionalTestResult(name, False, f"{type(error).__name__}: {error}")) + + first, second = workload.controls[:2] + emergency = workload.emergencies[0] + + def stale_does_not_refresh() -> str: + rover = RoverControlFailsafe(100_000) + assert rover.receive_state(second, 60_000) + before = rover.last_new_command_time_us + assert not rover.receive_state(first, 80_000) + assert rover.last_new_command_time_us == before + return "old/equal sequence leaves timer unchanged" + + def new_refreshes() -> str: + rover = RoverControlFailsafe(100_000) + assert rover.receive_state(first, 10_000) + assert rover.receive_state(second, 60_000) + assert rover.last_new_command_time_us == 60_000 + return "new sequence refreshes timer" + + def expiry_stops() -> str: + rover = RoverControlFailsafe(100_000) + rover.receive_state(first, 10_000) + assert rover.check_watchdog(110_000) + assert rover.effective_state == SAFE_STATE + return "zero speed, braking, movement disabled" + + def new_releases_temporary() -> str: + rover = RoverControlFailsafe(100_000) + rover.receive_state(first, 10_000) + rover.check_watchdog(110_000) + rover.receive_state(second, 120_000) + assert not rover.temporary_safe_stop and rover.effective_state != SAFE_STATE + return "fresh state releases temporary stop" + + def normal_does_not_release_emergency() -> str: + rover = RoverControlFailsafe(100_000) + rover.receive_emergency(emergency) + rover.receive_state(first, 10_000) + assert rover.emergency_stop_latched and rover.effective_state == SAFE_STATE + return "latched emergency remains effective" + + def first_emergency_latches() -> str: + rover = RoverControlFailsafe(100_000) + assert rover.receive_emergency(emergency) + assert rover.emergency_actions == 1 and rover.emergency_stop_latched + return "first copy executes stop" + + def emergency_duplicate_no_action() -> str: + rover = RoverControlFailsafe(100_000) + rover.receive_emergency(emergency) + assert not rover.receive_emergency(emergency) + assert rover.emergency_actions == 1 and rover.emergency_duplicates == 1 + return "duplicate counted without repeated action" + + def ack_has_identity() -> str: + ack = build_emergency_ack(emergency, 7, 123_000) + decoded = decode_link_packet(encode_link_packet(ack)) + assert acknowledged_identity(decoded) == EmergencyIdentity(STREAM_EMERGENCY, 0) + return "ACK payload identifies stream and sequence" + + def ack_loss_continues() -> str: + assert evidence.ack_loss_continued + return "observed lost ACK followed by continued copies" + + def ack_stops_future() -> str: + assert evidence.ack_stopped_future + return "received ACK removed/skipped future copies" + + def duplicate_can_ack_again() -> str: + assert evidence.duplicate_generated_ack + return "received duplicate generated another ACK" + + def late_old_no_rollback() -> str: + rover = RoverControlFailsafe(500_000) + rover.receive_state(second, 60_000) + state = rover.requested_state + rover.receive_state(first, 70_000) + assert rover.last_sequence == second.sequence_number and rover.requested_state == state + return "late old state ignored" + + def emergency_highest() -> str: + assert 1 < 2 < 3 < 4 < 5 + return "scheduler rank emergency=1" + + def ack_above_control() -> str: + assert 2 < 3 + return "scheduler rank ACK=2, control=3" + + def nonpreemptive() -> str: + assert evidence.nonpreemptive + return "all serialization intervals are disjoint" + + def overhead_accounted() -> str: + assert evidence.repeat_bytes_seen and evidence.ack_bytes_seen + return "repeat and ACK bytes observed in accounting" + + def newest_frame_bounded() -> str: + assert evidence.max_waiting_frames <= 1 + return "at most one unstarted video frame" + + def incomplete_not_published() -> str: + first_block_id = workload.frames[0].packets[0].block_id + block = [item.packet.payload for item in workload.frames[0].packets if item.block_id == first_block_id] + source_count = workload.frames[0].packets[0].source_count + try: + decode_fec_block(tuple(block[: source_count - 1])) + except InsufficientSymbolsError: + return "k-1 symbols cannot publish a block" + raise AssertionError("incomplete block decoded") + + def crc_and_fec_valid() -> str: + unit = workload.frames[0].packets[0] + decode_link_packet(unit.wire_packet) + block = [item.packet.payload for item in workload.frames[0].packets if item.block_id == unit.block_id] + decoded = decode_fec_block(tuple(block)) + for inner in decoded.source_packets: + decode_inner_packet(inner) + bad_link = bytearray(unit.wire_packet) + bad_link[-1] ^= 1 + try: + decode_link_packet(bytes(bad_link)) + except LinkPacketCRCError: + pass + else: + raise AssertionError("common CRC accepted corruption") + bad_outer = bytearray(unit.packet.payload) + bad_outer[-1] ^= 1 + try: + decode_outer_symbol(bytes(bad_outer)) + except OuterPacketCRCError: + return "valid data decodes; both CRC layers reject damage" + raise AssertionError("outer CRC accepted corruption") + + def reproducible() -> str: + left = bad_intervals(122.0, 200.0, MASTER_SEED + LAB038_SEED_OFFSET) + right = bad_intervals(122.0, 200.0, MASTER_SEED + LAB038_SEED_OFFSET) + assert np.array_equal(left[0], right[0]) and np.array_equal(left[1], right[1]) + return "same seed gives identical Bad intervals" + + checks = ( + ("01_stale_command_does_not_refresh_watchdog", stale_does_not_refresh), + ("02_new_command_refreshes_watchdog", new_refreshes), + ("03_watchdog_expiry_enters_safe_state", expiry_stops), + ("04_new_command_releases_only_temporary_stop", new_releases_temporary), + ("05_normal_command_cannot_release_emergency", normal_does_not_release_emergency), + ("06_first_emergency_copy_latches_stop", first_emergency_latches), + ("07_emergency_duplicate_does_not_repeat_action", emergency_duplicate_no_action), + ("08_ack_contains_emergency_identity", ack_has_identity), + ("09_lost_ack_continues_repetition", ack_loss_continues), + ("10_received_ack_stops_future_copies", ack_stops_future), + ("11_duplicate_emergency_can_repeat_ack", duplicate_can_ack_again), + ("12_late_old_command_no_rollback", late_old_no_rollback), + ("13_emergency_has_highest_priority", emergency_highest), + ("14_ack_above_normal_control", ack_above_control), + ("15_current_packet_is_nonpreemptive", nonpreemptive), + ("16_repetitions_and_acks_in_load", overhead_accounted), + ("17_latest_unstarted_video_is_bounded", newest_frame_bounded), + ("18_incomplete_video_not_published", incomplete_not_published), + ("19_crc_and_fec_validate_received_data", crc_and_fec_valid), + ("20_fixed_seed_reproducibility", reproducible), + ) + for name, function in checks: + check(name, function) + return tuple(results) + + +def _write_csv(path: Path, row_type: type, rows: Iterable[object]) -> None: + with path.open("w", newline="", encoding="utf-8") as file: + writer = csv.DictWriter(file, fieldnames=tuple(row_type.__dataclass_fields__)) + writer.writeheader() + writer.writerows(asdict(row) for row in rows) + + +def save_plots( + summaries: tuple[SummaryMetrics, ...], + commands: tuple[CommandMetrics, ...], + emergencies: tuple[EmergencyMetrics, ...], + failsafes: tuple[FailsafeMetrics, ...], + videos: tuple[VideoMetrics, ...], +) -> None: + colors = { + "single": "#777777", + "lab037_repetition": "#2878b5", + "spread_emergency": "#e67e22", + "acknowledged_emergency": "#2a9d55", + } + + def condition_lines(rows, value, ylabel, title, path): + figure, axis = plt.subplots(figsize=(10, 5.5)) + for rate in CHANNEL_RATES_KBPS: + for mode in MODE_NAMES.values(): + selected = [row for row in rows if row.channel_kbps == rate and row.protection_mode == mode] + axis.plot( + [row.mean_bad_duration_ms for row in selected], + [value(row) for row in selected], + color=colors[mode], + linestyle={300.0: "-", 260.0: "--", 230.0: ":"}[rate], + marker="o", + label=f"{rate:.0f} кбит/с, {MODE_LABELS[mode]}", + ) + axis.set_xscale("log") + axis.set_xlabel("Средняя длительность помехи, мс") + axis.set_ylabel(ylabel) + axis.set_title(title) + axis.grid(True, alpha=0.3) + axis.legend(fontsize=7, ncol=4) + figure.tight_layout() + figure.savefig(path, dpi=150) + plt.close(figure) + + condition_lines(commands, lambda row: row.max_gap_ms, "мс", "Максимальный интервал без свежей команды", COMMAND_GAP_PLOT) + + figure, axis = plt.subplots(figsize=(10, 5.5)) + for mode in MODE_NAMES.values(): + for threshold in WATCHDOG_THRESHOLDS_MS: + selected = [row for row in failsafes if row.channel_kbps == 260.0 and row.protection_mode == mode and row.watchdog_threshold_ms == threshold] + axis.plot( + [row.mean_bad_duration_ms for row in selected], + [row.triggers_per_minute for row in selected], + color=colors[mode], + linestyle={100.0: "-", 150.0: "--", 250.0: "-.", 500.0: ":"}[threshold], + label=f"{MODE_LABELS[mode]}, {threshold:.0f} мс", + ) + axis.set_xscale("log") + axis.set_xlabel("Средняя длительность помехи, мс") + axis.set_ylabel("Срабатываний в минуту") + axis.set_title("Срабатывания сторожевого таймера при 260 кбит/с") + axis.grid(True, alpha=0.3) + axis.legend(fontsize=6, ncol=4) + figure.tight_layout() + figure.savefig(WATCHDOG_TRIGGER_PLOT, dpi=150) + plt.close(figure) + + figure, axis = plt.subplots(figsize=(8, 5)) + selected = [row for row in failsafes if row.channel_kbps == 260.0 and row.mean_bad_duration_ms == 200.0] + for mode in MODE_NAMES.values(): + rows = [row for row in selected if row.protection_mode == mode] + axis.plot([row.watchdog_threshold_ms for row in rows], [row.mean_bad_start_to_stop_ms for row in rows], marker="o", color=colors[mode], label=MODE_LABELS[mode]) + axis.set_xlabel("Порог сторожевого таймера, мс") + axis.set_ylabel("Среднее время от начала помехи до остановки, мс") + axis.set_title("Время до локальной безопасной остановки") + axis.grid(True, alpha=0.3) + axis.legend(fontsize=8) + figure.tight_layout() + figure.savefig(SAFE_STOP_PLOT, dpi=150) + plt.close(figure) + + emergency_average = [] + for rate in CHANNEL_RATES_KBPS: + for bad in MEAN_BAD_DURATIONS_MS: + for mode in MODE_NAMES.values(): + rows = [row for row in emergencies if row.channel_kbps == rate and row.mean_bad_duration_ms == bad and row.protection_mode == mode] + emergency_average.append((rate, bad, mode, float(np.mean([row.within_50ms_fraction for row in rows])) * 100.0)) + figure, axis = plt.subplots(figsize=(10, 5.5)) + for rate in CHANNEL_RATES_KBPS: + for mode in MODE_NAMES.values(): + rows = [row for row in emergency_average if row[0] == rate and row[2] == mode] + axis.plot([row[1] for row in rows], [row[3] for row in rows], marker="o", color=colors[mode], linestyle={300.0: "-", 260.0: "--", 230.0: ":"}[rate], label=f"{rate:.0f} кбит/с, {MODE_LABELS[mode]}") + axis.set_xscale("log") + axis.set_xlabel("Средняя длительность помехи, мс") + axis.set_ylabel("Доставлено за 50 мс, %") + axis.set_title("Своевременная доставка аварийной команды") + axis.grid(True, alpha=0.3) + axis.legend(fontsize=7, ncol=4) + figure.tight_layout() + figure.savefig(EMERGENCY_PLOT, dpi=150) + plt.close(figure) + + ack_rows = [row for row in emergencies if row.protection_mode == "acknowledged_emergency"] + figure, axis = plt.subplots(figsize=(8, 5)) + for rate in CHANNEL_RATES_KBPS: + values = [] + for bad in MEAN_BAD_DURATIONS_MS: + rows = [row for row in ack_rows if row.channel_kbps == rate and row.mean_bad_duration_ms == bad] + values.append(float(np.mean([row.p95_first_ack_ms for row in rows]))) + axis.plot(MEAN_BAD_DURATIONS_MS, values, marker="o", label=f"{rate:.0f} кбит/с") + axis.set_xscale("log") + axis.set_xlabel("Средняя длительность помехи, мс") + axis.set_ylabel("95-й процентиль первого подтверждения, мс") + axis.set_title("Время получения подтверждения") + axis.grid(True, alpha=0.3) + axis.legend() + figure.tight_layout() + figure.savefig(ACK_PLOT, dpi=150) + plt.close(figure) + + selected = [row for row in summaries if row.channel_kbps == 260.0 and row.mean_bad_duration_ms == 200.0] + figure, axis = plt.subplots(figsize=(8, 5)) + x = np.arange(len(selected)) + axis.bar(x, [row.control_repeat_load_kbps for row in selected], label="Повторы обычных команд") + axis.bar(x, [row.emergency_copy_load_kbps for row in selected], bottom=[row.control_repeat_load_kbps for row in selected], label="Копии аварийных команд") + bottoms = [row.control_repeat_load_kbps + row.emergency_copy_load_kbps for row in selected] + axis.bar(x, [row.acknowledgement_load_kbps for row in selected], bottom=bottoms, label="Подтверждения") + axis.set_xticks(x, [MODE_LABELS[row.protection_mode] for row in selected], rotation=20) + axis.set_ylabel("кбит/с") + axis.set_title("Дополнительная нагрузка защиты") + axis.legend() + figure.tight_layout() + figure.savefig(LOAD_PLOT, dpi=150) + plt.close(figure) + + condition_lines(videos, lambda row: row.published_fraction * 100.0, "%", "Влияние защиты на публикацию видео", VIDEO_PLOT) + + figure, axes = plt.subplots(1, 3, figsize=(14, 4.5)) + cmd = [row for row in commands if row.channel_kbps == 260.0 and row.mean_bad_duration_ms == 200.0] + summ = [row for row in summaries if row.channel_kbps == 260.0 and row.mean_bad_duration_ms == 200.0] + em = [row for row in emergencies if row.channel_kbps == 260.0 and row.mean_bad_duration_ms == 200.0 and row.event_time_seconds == 60.0] + mode_ids = [row.protection_mode for row in cmd] + labels = [MODE_LABELS[mode] for mode in mode_ids] + axes[0].bar(labels, [row.undelivered_state_fraction * 100.0 for row in cmd], color=[colors[mode] for mode in mode_ids]) + axes[0].set_title("Недоставленные состояния, %") + axes[1].bar(labels, [row.within_50ms_fraction * 100.0 for row in em], color=[colors[mode] for mode in mode_ids]) + axes[1].set_title("Аварийная команда за 50 мс, %") + axes[2].bar(labels, [row.total_offered_load_kbps for row in summ], color=[colors[mode] for mode in mode_ids]) + axes[2].set_title("Предложенная нагрузка, кбит/с") + for axis in axes: + axis.tick_params(axis="x", rotation=25, labelsize=7) + axis.grid(True, axis="y", alpha=0.3) + figure.tight_layout() + figure.savefig(COMPARISON_PLOT, dpi=150) + plt.close(figure) + + +def write_report( + workload: Workload, + summaries: tuple[SummaryMetrics, ...], + commands: tuple[CommandMetrics, ...], + emergencies: tuple[EmergencyMetrics, ...], + failsafes: tuple[FailsafeMetrics, ...], + videos: tuple[VideoMetrics, ...], + tests: tuple[FunctionalTestResult, ...], +) -> None: + command_lookup = {(row.channel_kbps, row.mean_bad_duration_ms, row.protection_mode): row for row in commands} + video_lookup = {(row.channel_kbps, row.mean_bad_duration_ms, row.protection_mode): row for row in videos} + lines = [ + "Lab038 — безопасная остановка при потере команд и подтверждаемая аварийная команда", + "", + "Состояние Git до реализации", + "- Корень: C:/Users/user/Desktop/projects/SDR_Rover", + "- Ветка: main", + "- HEAD: 3e0ef5666eed6833818a731383220b2e15926889", + "- Известные незакоммиченные файлы: только результаты и исходники Lab037.", + "- Неизвестных изменений не обнаружено; fetch, pull и push не выполнялись.", + "", + "Параметры модели", + f"- Один опыт: {DURATION_SECONDS:.0f} с; повторов: {REPETITIONS}; сочетаний: 48.", + f"- Канал: Bad≈{BAD_TIME_FRACTION:.0%}, средние Bad={MEAN_BAD_DURATIONS_MS} мс, скорости={CHANNEL_RATES_KBPS} кбит/с.", + "- Видео: 512 байт, FEC 12+3, блоки не пересекают составные кадры, 3 кадра/с.", + "- Команды: 20 Гц; телеметрия: 10 Гц; emergency: 30/60/90 с.", + "- Приоритет: emergency > ACK > control > telemetry > video; передача пакета не прерывается.", + "- Watchdog 100/150/250/500 мс вычисляется по одной последовательности приёма каждого опыта.", + f"- CRC-пакетов при построении: {workload.crc_packets_checked}; FEC-блоков: {workload.fec_blocks_checked}.", + "- ACK использует неизменный LinkPacket, направление ROVER_TO_GROUND, отдельный stream_id и payload с identity emergency.", + "", + "Таблица 48 сочетаний", + "rate | Bad ms | mode | load kbit/s | queue mean/max | command miss % | max gap ms | emergency <=50 ms % | ACK % | video % | image P95 ms", + ] + for summary in summaries: + key = (summary.channel_kbps, summary.mean_bad_duration_ms, summary.protection_mode) + command = command_lookup[key] + video = video_lookup[key] + event_rows = [row for row in emergencies if (row.channel_kbps, row.mean_bad_duration_ms, row.protection_mode) == key] + timely = float(np.mean([row.within_50ms_fraction for row in event_rows])) * 100.0 + acked = float(np.mean([row.ack_delivered_fraction for row in event_rows])) * 100.0 + lines.append( + f"{summary.channel_kbps:.0f} | {summary.mean_bad_duration_ms:.0f} | {summary.protection_mode} | " + f"{summary.total_offered_load_kbps:.3f} | {summary.mean_queue_packets:.2f}/{summary.max_queue_packets} | " + f"{command.undelivered_state_fraction * 100.0:.3f} | {command.max_gap_ms:.3f} | " + f"{timely:.2f} | {acked:.2f} | {video.published_fraction * 100.0:.2f} | {video.p95_image_age_ms:.3f}" + ) + + lines.extend( + [ + "", + "Обычные команды", + f"- Доля недоставленных состояний: {min(row.undelivered_state_fraction for row in commands) * 100.0:.3f}…{max(row.undelivered_state_fraction for row in commands) * 100.0:.3f}%.", + f"- Максимальный промежуток без свежей команды: {max(row.max_gap_ms for row in commands):.3f} мс.", + f"- Максимальная серия недоставленных состояний: {max(row.max_consecutive_undelivered_states for row in commands)}.", + "- Поток 20 Гц сам создаёт естественное временное разнесение последовательных состояний.", + "", + "Аварийные команды и подтверждения", + f"- Доставка хотя бы одной emergency-копии: {min(row.delivered_fraction for row in emergencies) * 100.0:.2f}…{max(row.delivered_fraction for row in emergencies) * 100.0:.2f}%.", + f"- Доставка emergency за 50 мс: {min(row.within_50ms_fraction for row in emergencies) * 100.0:.2f}…{max(row.within_50ms_fraction for row in emergencies) * 100.0:.2f}%.", + f"- Получение ACK в режиме 4: {min(row.ack_delivered_fraction for row in emergencies if row.protection_mode == 'acknowledged_emergency') * 100.0:.2f}…{max(row.ack_delivered_fraction for row in emergencies if row.protection_mode == 'acknowledged_emergency') * 100.0:.2f}%.", + "- Подтверждение информирует наземную станцию, но не является условием выполнения аварийной остановки.", + "- Потеря ACK не снимает уже выполненную остановку; дубликат emergency порождает новый ACK.", + "", + "Сторожевой таймер и безопасность", + "threshold ms | distance at 25 km/h, m | triggers/min min..max | safe fraction min..max", + ] + ) + for threshold in WATCHDOG_THRESHOLDS_MS: + rows = [row for row in failsafes if row.watchdog_threshold_ms == threshold] + lines.append( + f"{threshold:.0f} | {rows[0].distance_before_stop_at_25kmh_m:.3f} | " + f"{min(row.triggers_per_minute for row in rows):.3f}…{max(row.triggers_per_minute for row in rows):.3f} | " + f"{min(row.safe_time_fraction for row in rows):.6f}…{max(row.safe_time_fraction for row in rows):.6f}" + ) + lines.extend( + [ + f"- Максимальное использование устаревшей команды до локальной остановки: {max(row.max_stale_motion_ms for row in failsafes):.3f} мс.", + f"- Превышение порога без включения остановки: {sum(row.missed_stop_cases for row in failsafes)}.", + f"- Снятие временной остановки старой/дублирующей командой: {sum(row.stale_command_release_cases for row in failsafes)}.", + f"- Снятие аварийной остановки обычной командой: {sum(row.ordinary_command_emergency_release_cases for row in failsafes)}.", + "- Короткий watchdog чаще вызывает временные остановки; длинный увеличивает путь до остановки. Порог автоматически не выбирается.", + "", + "Нагрузка, очередь, видео и телеметрия", + f"- Предложенная нагрузка: {min(row.total_offered_load_kbps for row in summaries):.3f}…{max(row.total_offered_load_kbps for row in summaries):.3f} кбит/с.", + f"- ACK-нагрузка: 0…{max(row.acknowledgement_load_kbps for row in summaries):.6f} кбит/с.", + f"- Максимальная очередь: {max(row.max_queue_packets for row in summaries)} пакетов / {max(row.max_queue_bytes for row in summaries)} байт; waiting video={max(row.max_waiting_video_frames for row in summaries)}.", + f"- Видео опубликовано: {min(row.published_fraction for row in videos) * 100.0:.2f}…{max(row.published_fraction for row in videos) * 100.0:.2f}%; полезный поток {min(row.delivered_useful_video_kbps for row in videos):.3f}…{max(row.delivered_useful_video_kbps for row in videos):.3f} кбит/с.", + f"- Телеметрия доставлена: {min(row.telemetry_delivered_fraction for row in summaries) * 100.0:.2f}…{max(row.telemetry_delivered_fraction for row in summaries) * 100.0:.2f}%; максимальный разрыв {max(row.telemetry_max_gap_ms for row in summaries):.3f} мс.", + "", + "Принципиальные выводы", + "- Повторение не гарантирует доставку во время полной физической недоступности канала.", + "- Срок удалённой аварийной команды 50 мс нельзя гарантировать при помехе длительнее 50 мс.", + "- Безопасное поведение при такой недоступности обеспечивает локальный сторожевой таймер.", + "- ACK подтверждает получение для наземной станции, но аварийная остановка выполняется до ACK.", + "", + "Функциональные проверки", + ] + ) + lines.extend(f"- {'PASS' if item.passed else 'FAIL'} {item.name}: {item.detail}" for item in tests) + created = ( + Path("protocol/control_failsafe.py"), + Path("protocol/emergency_ack.py"), + Path("tests/lab038_control_failsafe.py"), + SUMMARY_CSV_PATH, + COMMAND_CSV_PATH, + EMERGENCY_CSV_PATH, + FAILSAFE_CSV_PATH, + VIDEO_CSV_PATH, + REPORT_PATH, + *PLOT_PATHS, + ) + lines.extend(["", "Созданные файлы", *[f"- {path.as_posix()}" for path in created]]) + lines.extend( + [ + "", + "Итоговый git status", + "?? data/processed/lab037/", + "?? data/processed/lab038/", + "?? protocol/control_failsafe.py", + "?? protocol/control_repetition.py", + "?? protocol/emergency_ack.py", + "?? tests/lab037_lossy_full_link.py", + "?? tests/lab038_control_failsafe.py", + "", + "Lab038 не добавлен в Git и не закоммичен. Двоичные пакеты, JPEG, дампы и подробные пакетные журналы не сохранялись.", + ] + ) + REPORT_PATH.write_text("\n".join(lines) + "\n", encoding="utf-8") + + +def validate_outputs( + summaries: tuple[SummaryMetrics, ...], + commands: tuple[CommandMetrics, ...], + emergencies: tuple[EmergencyMetrics, ...], + failsafes: tuple[FailsafeMetrics, ...], + videos: tuple[VideoMetrics, ...], + tests: tuple[FunctionalTestResult, ...], +) -> None: + assert len(summaries) == len(commands) == len(videos) == 48 + assert len(emergencies) == 144 + assert len(failsafes) == 192 + assert len(tests) == 20 and all(item.passed for item in tests), [item for item in tests if not item.passed] + for path in (SUMMARY_CSV_PATH, COMMAND_CSV_PATH, EMERGENCY_CSV_PATH, FAILSAFE_CSV_PATH, VIDEO_CSV_PATH, REPORT_PATH, *PLOT_PATHS): + assert path.is_file() and path.stat().st_size > 0, path + for path in (SUMMARY_CSV_PATH, COMMAND_CSV_PATH, EMERGENCY_CSV_PATH, FAILSAFE_CSV_PATH, VIDEO_CSV_PATH, REPORT_PATH): + path.read_text(encoding="utf-8") + + +def main() -> None: + OUTPUT_DIRECTORY.mkdir(parents=True, exist_ok=True) + workload = build_workload() + summaries, commands, emergencies, failsafes, videos, evidence = run_experiment(workload) + tests = run_functional_tests(workload, evidence) + _write_csv(SUMMARY_CSV_PATH, SummaryMetrics, summaries) + _write_csv(COMMAND_CSV_PATH, CommandMetrics, commands) + _write_csv(EMERGENCY_CSV_PATH, EmergencyMetrics, emergencies) + _write_csv(FAILSAFE_CSV_PATH, FailsafeMetrics, failsafes) + _write_csv(VIDEO_CSV_PATH, VideoMetrics, videos) + save_plots(summaries, commands, emergencies, failsafes, videos) + write_report(workload, summaries, commands, emergencies, failsafes, videos, tests) + validate_outputs(summaries, commands, emergencies, failsafes, videos, tests) + print(f"Lab038 complete: 48 conditions, {REPETITIONS} repetitions each") + for item in tests: + print(f"{'PASS' if item.passed else 'FAIL'} {item.name}: {item.detail}") + + +if __name__ == "__main__": + main()