Cryptotrading system v.5

WIFUSDT

Почему система так решила
Базовая валютаWIF
Котируемая валютаUSDT
Статус на биржеtrading
Состояние жизненного циклаready_for_pipeline
Чёрный списокНет
Принудительно отключёнНет
Первое обнаружение27.05.2026 22:02
Последнее обнаружение26.07.2026 08:25

Операционный охват

Контур Включён Причина
registry Да Символ находится в историческом registry.
tracking Да Tracking включён для active selection.
collection Да Collection включён для symbol criteria passed.
coverage Да Coverage refresh продолжается из-за followup-обязательств.
pipeline Да Символ участвует в pipeline.
entries Нет Готовность к исполнению заблокирована критичными проверками.
position_management Нет Сопровождение позиций не требуется.
followup Да Для символа требуется сопровождение вне active selection.

Почему система приняла текущее решение?

Pipeline CandidateДа
Код причиныPIPELINE_SCOPE_ENABLED
Следующая проверка26.07.2026 11:25
Новые входыЗапрещены
Проверка Статус Объяснение
История накоплена Да Исторические данные соответствуют требованиям слоя.
Freshness пройден Да Свежесть обязательных рыночных данных соответствует требованиям слоя.
В active selection Да Символ остаётся в active selection.
Trend snapshot Да Рынок по символу ведёт себя как volatile regime.
Risk profile snapshot Да Волатильность по символу в нормальном режиме.
Liquidity profile snapshot Нет Order book устарел, liquidity profile неактуален.
Pipeline Candidate Да Символ входит в pipeline candidate universe.
Execution readiness Нет Готовность к исполнению заблокирована критичными проверками.
Новые входы разрешены Нет Новые входы запрещены.
Execution: Mode policy allows entries Да Текущий execution mode разрешён для новых входов.
Execution: Not force disabled Да Принудительное отключение отсутствует.
Execution: Not blacklisted Да Символ не находится в чёрном списке.
Execution: Exchange trading enabled Да Биржевые торговые ограничения известны и пригодны для проверки новых входов.
Execution: Min notional known Да Min notional известен.
Execution: Order size constraints known Да Order size constraints известны.
Execution: Price/quantity precision known Да Price и quantity precision известны.
Execution: Data freshness ok Да Свежесть обязательных рыночных данных соответствует требованиям слоя.
Execution: Liquidity sufficient Нет Order book устарел, liquidity profile неактуален.
Execution: Spread within limit Нет Order book устарел, liquidity profile неактуален.
Execution: Estimated slippage within limit Нет Order book устарел, liquidity profile неактуален.
Execution: Cost profile known Нет Недостаточно данных для оценки суммарной стоимости исполнения.
Execution: Estimated total cost within limit Нет Суммарная стоимость исполнения не рассчитана.

Активные блокеры

Категория Объяснение
Followup cooldown Символ находится в followup cooldown до 26.07.2026 11:25.

Timeline

Этап Дата
Discovery 26.06.2026 06:31
Selection 27.06.2026 17:11
Collection Start 13.07.2026 14:01
Coverage Ready 25.07.2026 20:21
Historical Ready 13.07.2026 13:55
Freshness Passed 26.07.2026 00:01
Dropped From Selection 28.06.2026 00:55
Followup Started 27.06.2026 17:11
Followup Released 28.06.2026 03:57

Сопровождение символа

Требуется сопровождение Да
Причины сопровождения Символ недавно был в selected universe и остаётся на cooldown.
Новые входы разрешены Нет
Сбор данных продолжается Да
Coverage продолжается Да
Position management required Нет
Дата последнего selected state 26.07.2026 08:25
Дата выпадения из selection 28.06.2026 03:55
Cooldown до 26.07.2026 11:25

Биржевые ограничения и tradeability

TradeabilityГотов
Статус metadataready
ПричинаБиржевые торговые ограничения известны и пригодны для проверки новых входов.
Обновлено2026-07-26 08:25:23
Exchange symbol WIF-USDT
Trading enabled Да
Tick size 0.000100000000
Lot size 0.000100000000
Min order size 1.000000000000
Max order size 10000000000.000000000000
Min notional 0.100000000000
Price precision 4
Quantity precision 4

Тренд по символу

Primary timeframe5m
Статусready
НаправлениеVolatile
Samples48
Рынок по символу ведёт себя как volatile regime.
Timeframe Status Direction Strength Confidence Samples Last completed candle Message
1m stale_data Unknown — — 60 2026-07-26 08:18:00 Последняя завершённая свеча устарела, тренд неактуален.
5m ready Volatile 0.8002 0.3562 48 2026-07-26 08:20:00 Рынок по символу ведёт себя как volatile regime.
15m ready Volatile 0.1129 0.1333 32 2026-07-26 08:30:00 Рынок по символу ведёт себя как volatile regime.

Volatility / risk profile

Primary timeframe5m
Статусready
РежимNormal
Confidence1.0000
Волатильность по символу в нормальном режиме.
Timeframe Status Regime Realized vol ATR Range % Gaps Abnormal move Confidence Explanation
1m stale_data Unknown — — — 0 Нет — Последняя завершённая свеча устарела, volatility profile неактуален.
5m ready Normal 0.257893 0.000487 3.758911 0 Нет 1.0000 Волатильность по символу в нормальном режиме.
15m ready Normal 0.406566 0.000929 4.063492 0 Нет 1.0000 Волатильность по символу в нормальном режиме.

Liquidity / spread / microstructure

СтатусStale
24h volume quote—
Spread %—
Slippage %—
Depth near mid—
Liquidity score—
Order book устарел, liquidity profile неактуален.
Best bid — Best ask —
Spread — Spread % —
Depth near mid, USDT — Estimated slippage % —
Volume stability — Abnormal volume Нет
Stale order book Да Last order book at 2026-07-26 08:19:15

Market regime / correlations

Timeframe5m
Статусready
RegimeMixed
Market directionСмешанный рынок
BTC corr0.109843
RS vs market %3.278349
Рыночный контекст смешанный, regime не подтверждён как risk_on или risk_off.
BTC correlation 0.109843 BTC beta 0.782606
ETH correlation 0.214215 ETH beta 0.900420
Market return % 0.091710 Market breadth % 54.347826
Relative strength vs BTC % 3.308949 Relative strength vs market % 3.278349
Volume rank 0.543478 Volatility rank 0.510870

Полнота данных по символу

Общий статусУстарело
Технический статусstale
Unknown sections0
Stale sections3
Критичные данные по символу устарели.
Секция Статус Объяснение
Exchange metadata complete Биржевые торговые ограничения собраны полностью.
Candles coverage complete Покрытие обязательных свечных таймфреймов агрегировано по coverage snapshots.
Candles freshness complete Свежесть обязательных свечных таймфреймов агрегирована по last_record_at.
Ticker complete Ticker: ready.
24h stats complete 24h stats: ready.
Order book complete Order book: ready.
Spread metrics complete Spread metrics: ready.
Liquidity metrics complete Liquidity metrics: ready.
Trend stale Тренд агрегирован по current trend snapshots для 1m/5m/15m.
Volatility / risk profile stale Волатильность агрегирована по current risk profile snapshots для 1m/5m/15m.
Liquidity profile stale Order book устарел, liquidity profile неактуален.
Market regime complete Рыночный контекст смешанный, regime не подтверждён как risk_on или risk_off.
Execution constraints complete Биржевые торговые ограничения известны и пригодны для проверки новых входов.

Готовность к исполнению

Статусblocked
Новые входыЗаблокированы
Source versionv2
Execution modepaper
Spread %—
Slippage %—
Total cost %—
ПричинаГотовность к исполнению заблокирована критичными проверками.
Check Статус Critical Объяснение
Mode policy allows entries pass Да Текущий execution mode разрешён для новых входов.
Not force disabled pass Да Принудительное отключение отсутствует.
Not blacklisted pass Да Символ не находится в чёрном списке.
Exchange trading enabled pass Да Биржевые торговые ограничения известны и пригодны для проверки новых входов.
Min notional known pass Да Min notional известен.
Order size constraints known pass Да Order size constraints известны.
Price/quantity precision known pass Да Price и quantity precision известны.
Data freshness ok pass Да Свежесть обязательных рыночных данных соответствует требованиям слоя.
Liquidity sufficient fail Да Order book устарел, liquidity profile неактуален.
Spread within limit unknown Да Order book устарел, liquidity profile неактуален.
Estimated slippage within limit unknown Да Order book устарел, liquidity profile неактуален.
Cost profile known unknown Да Недостаточно данных для оценки суммарной стоимости исполнения.
Estimated total cost within limit unknown Да Суммарная стоимость исполнения не рассчитана.

Derived cohorts

Cohort Availability Included
Active selected ready Да
Blacklisted ready Нет
Canary eligible ready Нет
Canary excluded ready Да
Collection enabled ready Да
Coverage enabled ready Да
Data incomplete ready Да
Execution blocked ready Да
Execution ready ready Нет
Extreme volatility ready Нет
Followup ready Да
Force disabled ready Нет
Freshness failed ready Нет
High liquidity ready Нет
High problem score ready Да
High volatility ready Нет
Low liquidity ready Нет
Market regime unknown ready Нет
Market risk off ready Нет
Market risk on ready Нет
Metadata incomplete ready Нет
Pipeline candidates ready Да
Position management required ready Нет
Readiness failed ready Нет
Slippage high ready Нет
Trend down ready Нет
Trend flat/ranging ready Нет
Trend unknown ready Нет
Trend up ready Нет
Trend volatile ready Да
Wide spread ready Нет

Диагностическая цепочка

Этап Статус Reason code Source version Последнее изменение Latest event Next action
registry enabled SYMBOL_REGISTRY v11 26.07.2026 02:10 Символ находится в followup cooldown до 26.07.2026 11:25. discover
Символ находится в registry.
selection enabled SELECTED v11 26.07.2026 08:25 Символ находится в followup cooldown до 26.07.2026 11:25. run pipeline
Символ участвует в active selection.
followup enabled FOLLOWUP_STATE v11 26.07.2026 11:25 Символ находится в followup cooldown до 26.07.2026 11:25. wait cooldown / monitor open lifecycle
Символ недавно был в selected universe и остаётся на cooldown.
collection enabled COLLECTION_SCOPE v11 26.07.2026 08:30 Символ находится в followup cooldown до 26.07.2026 11:25. collect
Сбор данных включён.
coverage enabled COVERAGE_SCOPE v11 26.07.2026 02:10 Символ находится в followup cooldown до 26.07.2026 11:25. refresh coverage
Coverage refresh включён.
readiness enabled HISTORY_READY v1 26.07.2026 02:10 Символ находится в followup cooldown до 26.07.2026 11:25. refresh history
Исторические данные соответствуют требованиям слоя.
freshness enabled MARKET_DATA_FRESH v1 26.07.2026 08:30 Символ находится в followup cooldown до 26.07.2026 11:25. collect / refresh
Свежесть обязательных рыночных данных соответствует требованиям слоя.
trend ready TREND_VOLATILE v5 2026-07-26 08:20:00 Символ находится в followup cooldown до 26.07.2026 11:25. refresh trend
Рынок по символу ведёт себя как volatile regime.
volatility ready RISK_PROFILE_NORMAL v2 — Символ находится в followup cooldown до 26.07.2026 11:25. refresh risk profile
Волатильность по символу в нормальном режиме.
liquidity stale_data LIQUIDITY_PROFILE_STALE_ORDER_BOOK v2 2026-07-26 08:19:15 Символ находится в followup cooldown до 26.07.2026 11:25. refresh liquidity profile
Order book устарел, liquidity profile неактуален.
exchange_constraints ready EXCHANGE_METADATA_READY v11 26.07.2026 08:25 Символ находится в followup cooldown до 26.07.2026 11:25. refresh exchange metadata
Биржевые торговые ограничения известны и пригодны для проверки новых входов.
execution_readiness blocked EXECUTION_READINESS_BLOCKED v2 26.07.2026 08:31 Символ находится в followup cooldown до 26.07.2026 11:25. manual review / adjust config
Готовность к исполнению заблокирована критичными проверками.
pipeline enabled PIPELINE_SCOPE_ENABLED v11 26.07.2026 02:10 Символ находится в followup cooldown до 26.07.2026 11:25. run pipeline
Символ входит в pipeline candidate universe.
entries disabled ENTRIES_BLOCKED v11 26.07.2026 02:10 Символ находится в followup cooldown до 26.07.2026 11:25. manual review
Готовность к исполнению заблокирована критичными проверками.
position_management disabled POSITION_MANAGEMENT v11 26.07.2026 02:10 Символ находится в followup cooldown до 26.07.2026 11:25. none
Сопровождение позиции не требуется.

История сбора рыночных данных

Запуск Старт Завершение Статус Запрошено Собрано Сколько записей Gap / Ошибки / Warning Версия глобальных параметров
#114165 26.07.2026 08:30 26.07.2026 08:30 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#114133 26.07.2026 08:19 26.07.2026 08:19 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#114102 26.07.2026 08:08 26.07.2026 08:08 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#114071 26.07.2026 07:57 26.07.2026 07:57 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#114040 26.07.2026 07:46 26.07.2026 07:46 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#114009 26.07.2026 07:35 26.07.2026 07:35 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113978 26.07.2026 07:24 26.07.2026 07:24 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113947 26.07.2026 07:13 26.07.2026 07:13 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113916 26.07.2026 07:00 26.07.2026 07:00 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113882 26.07.2026 06:49 26.07.2026 06:49 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113851 26.07.2026 06:39 26.07.2026 06:39 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113817 26.07.2026 06:28 26.07.2026 06:28 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113783 26.07.2026 06:07 26.07.2026 06:07 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113749 26.07.2026 05:56 26.07.2026 05:56 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113716 26.07.2026 05:44 26.07.2026 05:44 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113684 26.07.2026 05:33 26.07.2026 05:33 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113652 26.07.2026 05:22 26.07.2026 05:22 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113620 26.07.2026 05:11 26.07.2026 05:11 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113587 26.07.2026 05:00 26.07.2026 05:00 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113556 26.07.2026 04:49 26.07.2026 04:49 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113523 26.07.2026 04:38 26.07.2026 04:38 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113490 26.07.2026 04:27 26.07.2026 04:27 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113459 26.07.2026 04:16 26.07.2026 04:16 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113428 26.07.2026 04:05 26.07.2026 04:05 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113395 26.07.2026 03:48 26.07.2026 03:48 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113362 26.07.2026 03:37 26.07.2026 03:37 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113328 26.07.2026 03:27 26.07.2026 03:27 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113296 26.07.2026 03:09 26.07.2026 03:09 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113266 26.07.2026 02:58 26.07.2026 02:58 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113235 26.07.2026 02:47 26.07.2026 02:47 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113204 26.07.2026 02:36 26.07.2026 02:36 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113173 26.07.2026 02:25 26.07.2026 02:25 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113141 26.07.2026 02:14 26.07.2026 02:14 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113110 26.07.2026 02:03 26.07.2026 02:03 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113079 26.07.2026 01:52 26.07.2026 01:52 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113047 26.07.2026 01:41 26.07.2026 01:41 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#113015 26.07.2026 01:30 26.07.2026 01:30 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112983 26.07.2026 01:18 26.07.2026 01:18 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112950 26.07.2026 01:07 26.07.2026 01:07 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112918 26.07.2026 00:56 26.07.2026 00:56 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112886 26.07.2026 00:45 26.07.2026 00:45 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112854 26.07.2026 00:34 26.07.2026 00:34 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112821 26.07.2026 00:23 26.07.2026 00:23 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112789 26.07.2026 00:12 26.07.2026 00:12 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112757 26.07.2026 00:01 26.07.2026 00:01 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112723 25.07.2026 23:43 25.07.2026 23:43 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112689 25.07.2026 23:32 25.07.2026 23:32 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#112657 25.07.2026 23:21 25.07.2026 23:21 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#66247 13.07.2026 16:55 13.07.2026 16:55 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —
#65957 13.07.2026 14:01 13.07.2026 14:01 completed ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics, volatility_metrics, candles_15m, order_book ticker, 24h_stats, candles_1m, candles_5m, candles_15m, order_book, spread_metrics, liquidity_metrics, volatility_metrics +9 / ~0 0 / 0 / 0 —

Жизненный цикл сбора данных

Последний запуск 26.07.2026 05:30
Последнее успешное завершение 26.07.2026 05:30
Последняя ошибка —
Тип ошибки Тип ошибки пока неизвестен.
Provider —
HTTP status —
API code —
Exception class —

История значений рыночных данных

Когда Run ticker 24h_stats candles_1m candles_5m spread_metrics liquidity_metrics volatility_metrics candles_15m order_book
26.07.2026 05:30 #114165 1 / ready 1 / ready 180 / ready 120 / ready 1 / ready 1 / ready 1 / ready 100 / ready 1 / ready
26.07.2026 05:19 #114133 1 / ready 1 / ready 178 / insufficient 120 / ready 1 / ready 1 / ready 1 / ready 100 / ready 1 / ready
26.07.2026 05:08 #114102 1 / ready 1 / ready 175 / insufficient 120 / ready 1 / ready 1 / ready 1 / ready 100 / ready 1 / ready
26.07.2026 04:57 #114071 1 / ready 1 / ready 179 / insufficient 120 / ready 1 / ready 1 / ready 1 / ready 100 / ready 1 / ready

Суммарное количество рыночных данных

Тип данных Общее кол-во полученных значений Запусков с данными Последнее получение
ticker 4 4 —
24h_stats 4 4 —
candles_1m 712 4 —
candles_5m 480 4 —
spread_metrics 4 4 —
liquidity_metrics 4 4 —
volatility_metrics 4 4 —
candles_15m 400 4 —
order_book 4 4 —

История coverage

Время Тип данных Таймфрейм Records Coverage % Freshness % Status Reason Delta
26.07.2026 08:30 candles 15m 107 / 64 100.00 100.00 ready COVERAGE_OK +1 / 0.00
26.07.2026 08:30 candles 5m 143 / 120 100.00 100.00 ready COVERAGE_OK +3 / 0.00
26.07.2026 08:30 candles 1m 292 / 180 100.00 100.00 ready COVERAGE_OK +13 / 0.00
26.07.2026 08:25 candles 15m 106 / 64 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:25 candles 5m 140 / 120 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:25 candles 1m 279 / 180 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:21 candles 15m 106 / 64 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:21 candles 5m 140 / 120 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:21 candles 1m 279 / 180 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:20 candles 15m 106 / 64 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:20 candles 5m 140 / 120 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:20 candles 1m 279 / 180 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:19 candles 15m 106 / 64 100.00 100.00 ready COVERAGE_OK +1 / 0.00
26.07.2026 08:19 candles 5m 140 / 120 100.00 100.00 ready COVERAGE_OK +2 / 0.00
26.07.2026 08:19 candles 1m 279 / 180 100.00 100.00 ready COVERAGE_OK +14 / 0.00
26.07.2026 08:15 candles 15m 105 / 64 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:15 candles 5m 138 / 120 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:15 candles 1m 265 / 180 100.00 100.00 ready DATA_GAP_DETECTED +0 / 0.00
26.07.2026 08:10 candles 15m 105 / 64 100.00 100.00 ready COVERAGE_OK +0 / 0.00
26.07.2026 08:10 candles 5m 138 / 120 100.00 100.00 ready COVERAGE_OK +0 / 0.00

История состояния свежести

Время Тип данных Таймфрейм Время последней записи Свежесть, % Статус Изменение
26.07.2026 08:30 candles 15m 26.07.2026 08:30 100.00 ready 0.00
26.07.2026 08:30 candles 5m 26.07.2026 08:30 100.00 ready 0.00
26.07.2026 08:30 candles 1m 26.07.2026 08:30 100.00 ready 0.00
26.07.2026 08:30 volatility_metrics — 26.07.2026 08:30 100.00 ready 0.00
26.07.2026 08:30 liquidity_metrics — 26.07.2026 08:30 100.00 ready 0.00
26.07.2026 08:30 spread_metrics — 26.07.2026 08:30 100.00 ready 0.00
26.07.2026 08:30 order_book — 26.07.2026 08:30 99.78 ready 0.29
26.07.2026 08:30 24h_stats — 26.07.2026 08:30 100.00 ready 0.00
26.07.2026 08:30 ticker — 26.07.2026 08:30 100.00 ready 0.00
26.07.2026 08:25 candles 15m 26.07.2026 08:15 100.00 ready 0.00
26.07.2026 08:25 candles 5m 26.07.2026 08:15 100.00 ready 0.00
26.07.2026 08:25 candles 1m 26.07.2026 08:17 100.00 ready 0.00
26.07.2026 08:21 candles 15m 26.07.2026 08:15 100.00 ready 0.00
26.07.2026 08:21 candles 5m 26.07.2026 08:15 100.00 ready 0.00
26.07.2026 08:21 candles 1m 26.07.2026 08:17 100.00 ready 0.00
26.07.2026 08:20 candles 15m 26.07.2026 08:15 100.00 ready 0.00
26.07.2026 08:20 candles 5m 26.07.2026 08:15 100.00 ready 0.00
26.07.2026 08:20 candles 1m 26.07.2026 08:17 100.00 ready 0.00
26.07.2026 08:19 candles 15m 26.07.2026 08:15 100.00 ready 0.00
26.07.2026 08:19 candles 5m 26.07.2026 08:15 100.00 ready 0.00

История решений свежести

Время Решение Причина Сообщение Проверенные типы данных Версия слоя
26.07.2026 08:30 Пропущен MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 08:25 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 08:24 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 08:22 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 08:19 Пропущен MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 08:17 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 08:15 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 08:08 Пропущен MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 08:05 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:57 Пропущен MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:55 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:54 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:51 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:46 Пропущен MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:46 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:45 Отклонён TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:35 Пропущен MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:35 Пропущен MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:25 Отклонён CANDLES_1M_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
26.07.2026 07:24 Пропущен MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. ticker, 24h_stats, candles_1m, candles_5m, spread_metrics, liquidity_metrics v18
Когда Тип события Решение Код причины Сообщение Версия слоя
25.07.2026 23:10 symbol_scope_entries_disabled disabled historical_readiness_refresh Operational scope символа изменён. 22
25.07.2026 23:03 symbol_scope_entries_enabled enabled historical_readiness_refresh Operational scope символа изменён. 22
25.07.2026 20:50 symbol_scope_entries_disabled disabled historical_readiness_refresh Operational scope символа изменён. 22
25.07.2026 20:43 symbol_scope_entries_enabled enabled historical_readiness_refresh Operational scope символа изменён. 22
25.07.2026 20:37 symbol_scope_entries_disabled disabled discovery_refresh Operational scope символа изменён. 22
25.07.2026 20:32 symbol_scope_entries_enabled enabled historical_readiness_refresh Operational scope символа изменён. 22
25.07.2026 20:21 symbol_scope_tracking_enabled enabled discovery_refresh Operational scope символа изменён. 22
25.07.2026 20:21 symbol_scope_collection_enabled enabled discovery_refresh Operational scope символа изменён. 22
25.07.2026 20:21 symbol_scope_coverage_enabled enabled discovery_refresh Operational scope символа изменён. 22
25.07.2026 20:21 symbol_scope_pipeline_enabled enabled discovery_refresh Operational scope символа изменён. 22
25.07.2026 20:21 symbol_scope_followup_enabled enabled discovery_refresh Operational scope символа изменён. 22
25.07.2026 20:21 symbol_followup_required required followup_required Для символа включено сопровождение followup. 22
13.07.2026 13:55 symbol_scope_tracking_disabled disabled data_collection_refresh Operational scope символа изменён. 20
13.07.2026 13:55 symbol_scope_collection_disabled disabled data_collection_refresh Operational scope символа изменён. 20
13.07.2026 13:55 symbol_scope_coverage_disabled disabled data_collection_refresh Operational scope символа изменён. 20
13.07.2026 13:55 symbol_scope_followup_disabled disabled data_collection_refresh Operational scope символа изменён. 20
13.07.2026 13:55 symbol_followup_released released followup_released Followup-сопровождение по символу снято. 20
13.07.2026 13:55 symbol_scope_tracking_disabled disabled historical_readiness_refresh Operational scope символа изменён. 20
13.07.2026 13:55 symbol_scope_collection_disabled disabled historical_readiness_refresh Operational scope символа изменён. 20
13.07.2026 13:55 symbol_scope_coverage_disabled disabled historical_readiness_refresh Operational scope символа изменён. 20
13.07.2026 13:55 symbol_scope_followup_disabled disabled historical_readiness_refresh Operational scope символа изменён. 20
13.07.2026 13:55 symbol_followup_released released followup_released Followup-сопровождение по символу снято. 20
13.07.2026 10:50 symbol_scope_tracking_enabled enabled discovery_refresh Operational scope символа изменён. 20
13.07.2026 10:50 symbol_scope_collection_enabled enabled discovery_refresh Operational scope символа изменён. 20
13.07.2026 10:50 symbol_scope_coverage_enabled enabled discovery_refresh Operational scope символа изменён. 20
13.07.2026 10:50 symbol_scope_followup_enabled enabled discovery_refresh Operational scope символа изменён. 20
13.07.2026 10:50 symbol_followup_required required followup_required Для символа включено сопровождение followup. 20
28.06.2026 03:57 symbol_scope_tracking_disabled disabled historical_readiness_refresh Operational scope символа изменён. 20
28.06.2026 03:57 symbol_scope_collection_disabled disabled historical_readiness_refresh Operational scope символа изменён. 20
28.06.2026 03:57 symbol_scope_coverage_disabled disabled historical_readiness_refresh Operational scope символа изменён. 20
28.06.2026 03:57 symbol_scope_followup_disabled disabled historical_readiness_refresh Operational scope символа изменён. 20
28.06.2026 03:57 symbol_followup_released released followup_released Followup-сопровождение по символу снято. 20
28.06.2026 00:55 symbol_dropped_from_selection dropped volume_limit_rejected Символ выпал из active selection. 20
28.06.2026 00:55 symbol_collection_continued_after_drop continued followup_collection Сбор данных продолжен после выпадения символа из selection. 20
28.06.2026 00:55 symbol_coverage_continued_after_drop continued followup_coverage Coverage refresh продолжен после выпадения символа из selection. 20
27.06.2026 17:11 symbol_scope_tracking_enabled enabled discovery_refresh Operational scope символа изменён. 20
27.06.2026 17:11 symbol_scope_collection_enabled enabled discovery_refresh Operational scope символа изменён. 20
27.06.2026 17:11 symbol_scope_coverage_enabled enabled discovery_refresh Operational scope символа изменён. 20
27.06.2026 17:11 symbol_scope_followup_enabled enabled discovery_refresh Operational scope символа изменён. 20
27.06.2026 17:11 symbol_followup_required required followup_required Для символа включено сопровождение followup. 20

Решения пайплайна

Запуск пайплайна Слой Версия параметров слоя Статус Решение Код причины Объяснение Версия глобальных параметров Длительность Когда
#75095 Свежесть рыночных данных v1 Пройден true MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. v4 7 мс 26.07.2026 08:30
#75095 Готовность исторических данных v1 Пройден true HISTORY_READY Исторические данные соответствуют требованиям слоя. v4 6 мс 26.07.2026 08:30
#75086 Свежесть рыночных данных v1 Отклонён false TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. v4 3 мс 26.07.2026 08:25
#75086 Готовность исторических данных v1 Пройден true HISTORY_READY Исторические данные соответствуют требованиям слоя. v4 2 мс 26.07.2026 08:25
#75085 Свежесть рыночных данных v1 Отклонён false TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. v4 3 мс 26.07.2026 08:24
#75085 Готовность исторических данных v1 Пройден true HISTORY_READY Исторические данные соответствуют требованиям слоя. v4 2 мс 26.07.2026 08:24
#75084 Свежесть рыночных данных v1 Отклонён false TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. v4 3 мс 26.07.2026 08:22
#75084 Готовность исторических данных v1 Пройден true HISTORY_READY Исторические данные соответствуют требованиям слоя. v4 2 мс 26.07.2026 08:22
#75070 Свежесть рыночных данных v1 Пройден true MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. v4 8 мс 26.07.2026 08:19
#75070 Готовность исторических данных v1 Пройден true HISTORY_READY Исторические данные соответствуют требованиям слоя. v4 6 мс 26.07.2026 08:19

История обнаружения

Когда Запуск обнаружения Решение Код причины Сообщение Критерии
26.07.2026 08:25 #15680 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3821852.384958671402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06291287",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 08:09 #15679 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3764582.834021411402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06331117",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 07:53 #15678 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3761444.449085891402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06339144",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 07:37 #15677 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3751509.335612831402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06331117",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 07:21 #15676 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3741737.806204351402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.12698413",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 07:05 #15675 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3830491.887931651402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06315125",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 06:49 #15674 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3859126.980759511402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06323111",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 06:33 #15673 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3833517.824281991402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06371456",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 06:17 #15672 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3837086.802425311402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06335128",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 06:01 #15671 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3838804.770655791402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.12714558",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 05:45 #15670 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3787871.8993083",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06387736",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 05:29 #15669 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3770212.30904654",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06395907",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 05:13 #15668 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3733831.87240156",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06457862",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 04:57 #15667 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3732845.95896582",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06462036",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 04:41 #15666 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3761560.7249601",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06482982",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 04:25 #15665 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3780300.58301926",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06482982",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 04:09 #15664 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3784040.33781324",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06487188",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 03:53 #15663 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3781934.20937226",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06491399",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 03:37 #15662 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3798942.50558028",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06504065",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 03:21 #15661 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3797627.16643328",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06474587",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 03:05 #15660 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3771161.70788362",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06457862",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 02:49 #15659 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3718186.28949436",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06474587",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 02:33 #15658 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3709033.5747526",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06462036",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 02:17 #15657 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3698153.84956352",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06453695",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 02:01 #15656 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3675083.29206196",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06420546",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 01:45 #15655 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3658406.697519",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06404099",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 01:29 #15654 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3634916.7044419",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06387736",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 01:13 #15653 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3608283.08913124",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06363347",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 00:57 #15652 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3294587.14070728",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06303183",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 00:41 #15651 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3169690.59846206",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06327112",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 00:25 #15650 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "2935461.53043122",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.12738854",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 00:09 #15649 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "2760953.77114488",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06367399",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
25.07.2026 23:53 #15648 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "2710169.68328024",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06371456",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
25.07.2026 23:37 #15647 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "2659453.84651488",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06367399",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
25.07.2026 23:21 #15646 candidate criteria_passed Символ прошёл первичные критерии. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "2580283.52104742",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06424671",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
25.07.2026 23:05 #15645 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 22:49 #15644 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 22:33 #15643 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 22:17 #15642 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 22:01 #15641 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 21:45 #15640 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 21:29 #15639 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 21:13 #15638 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 20:57 #15637 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 20:41 #15636 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 20:25 #15635 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 20:09 #15634 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 19:53 #15633 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 19:37 #15632 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}
25.07.2026 19:21 #15631 rejected volume_limit_rejected Soft criteria не применялись, потому что символ не прошёл selection window discovery. 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": false,
        "actual": false,
        "expected": true
    },
    "soft_criteria.skipped": {
        "passed": false,
        "actual": "volume_limit_rejected",
        "expected": "selected_by_volume_limit"
    }
}

Сбор данных

Тип данных Таймфрейм Первая запись Последняя запись Кол-во записей Ожидаемое кол-во Покрытие % Последний gap Актуальность Статус
24h_stats — 26.07.2026 08:30 26.07.2026 08:30 1 1 100.00 — 100.00 ready
candles 15m 25.07.2026 06:00 26.07.2026 08:30 107 64 100.00 — 100.00 ready
candles 1m 26.07.2026 03:39 26.07.2026 08:30 292 180 100.00 — 100.00 ready
candles 5m 25.07.2026 20:40 26.07.2026 08:30 143 120 100.00 — 100.00 ready
liquidity_metrics — 26.07.2026 08:30 26.07.2026 08:30 1 1 100.00 — 100.00 ready
order_book — 26.07.2026 08:30 26.07.2026 08:30 1 1 100.00 — 99.78 ready
spread_metrics — 26.07.2026 08:30 26.07.2026 08:30 1 1 100.00 — 100.00 ready
ticker — 26.07.2026 08:30 26.07.2026 08:30 1 1 100.00 — 100.00 ready
volatility_metrics — 26.07.2026 08:30 26.07.2026 08:30 1 1 100.00 — 100.00 ready

Готовность истории

Параметр Значение
history.max_data_gap_minutes 15
history.min_coverage_percent 95
history.min_freshness_percent 95.00
history.required_15m_candles 64
history.required_1m_candles 180
history.required_5m_candles 120
history.required_hours 24
Результат HistoricalReadinessLayer: ready
Код причины: HISTORY_READY
Объяснение: Исторические данные соответствуют требованиям слоя.

Реакция слоёв

Время Запуск пайплайна Слой Версия параметров слоя Решение Код причины Объяснение Входные значения Использованные параметры Длительность
26.07.2026 05:30 75095 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:18+03:00",
            "age_seconds": 1.737644,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:18+03:00",
            "age_seconds": 1.737858,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:00+03:00",
            "age_seconds": 19.738046999999998,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:00+03:00",
            "age_seconds": 19.738207,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:18+03:00",
            "age_seconds": 1.738401,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:18+03:00",
            "age_seconds": 1.738557,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 7
26.07.2026 05:30 75095 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 292,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 143,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 107,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 6
26.07.2026 05:25 75086 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 397.587515,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 397.587715,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:17:00+03:00",
            "age_seconds": 531.587875,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:15:00+03:00",
            "age_seconds": 651.588035,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 397.588196,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 397.588367,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 05:25 75086 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 05:24 75085 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 311.352159,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 311.352374,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:17:00+03:00",
            "age_seconds": 445.352535,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:15:00+03:00",
            "age_seconds": 565.3526949999999,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 311.35285700000003,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 311.35302399999995,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 05:24 75085 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 05:22 75084 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 218.487662,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 218.487856,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:17:00+03:00",
            "age_seconds": 352.488017,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:15:00+03:00",
            "age_seconds": 472.488177,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 218.488338,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 218.48852,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 05:22 75084 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 05:19 75070 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 2.478565,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 2.478762,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:17:00+03:00",
            "age_seconds": 136.47892499999998,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:15:00+03:00",
            "age_seconds": 256.479085,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 2.4792449999999997,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 2.479416,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 8
26.07.2026 05:19 75070 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 6
26.07.2026 05:17 75063 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 546.4502160000001,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 546.450428,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:07:00+03:00",
            "age_seconds": 618.4505899999999,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:05:00+03:00",
            "age_seconds": 738.45075,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 546.45091,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 546.451066,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 05:17 75063 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 05:15 75062 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 465.249485,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 465.24969,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:07:00+03:00",
            "age_seconds": 537.249855,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:05:00+03:00",
            "age_seconds": 657.250034,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 465.25019699999996,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 465.25037,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 05:15 75062 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 3
26.07.2026 05:08 75047 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 1.499202,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 1.499415,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:07:00+03:00",
            "age_seconds": 73.499578,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:05:00+03:00",
            "age_seconds": 193.49974,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 1.4998989999999999,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 1.500056,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 7
26.07.2026 05:08 75047 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 6
26.07.2026 05:05 75041 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 474.13223200000004,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 474.132475,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:56:00+03:00",
            "age_seconds": 543.132638,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:55:00+03:00",
            "age_seconds": 603.132797,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 474.132956,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 474.133148,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 05:05 75041 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 258,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 136,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:57 75025 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 2.190863,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 2.191056,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:56:00+03:00",
            "age_seconds": 71.191214,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:55:00+03:00",
            "age_seconds": 131.191383,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 2.191541,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 2.191697,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 7
26.07.2026 04:57 75025 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 258,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 136,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 6
26.07.2026 04:55 75020 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 535.516448,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 535.5166459999999,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:45:00+03:00",
            "age_seconds": 603.516808,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:45:00+03:00",
            "age_seconds": 603.516994,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 535.517168,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 535.517376,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:55 75020 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 247,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 134,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:54 75019 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 504.72254499999997,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 504.72274300000004,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:45:00+03:00",
            "age_seconds": 572.7229030000001,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:45:00+03:00",
            "age_seconds": 572.723062,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 504.723222,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 504.723393,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:54 75019 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 247,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 134,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:51 75018 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 337.208985,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 337.209168,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:45:00+03:00",
            "age_seconds": 405.20932799999997,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:45:00+03:00",
            "age_seconds": 405.209515,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 337.209675,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 337.209829,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:51 75018 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 247,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 134,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:46 75001 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 1.830463,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 1.8306710000000002,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:45:00+03:00",
            "age_seconds": 69.830849,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:45:00+03:00",
            "age_seconds": 69.831019,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 1.8312080000000002,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:46:08+03:00",
            "age_seconds": 1.8314030000000001,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 10
26.07.2026 04:46 75001 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 247,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 134,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 8
26.07.2026 04:46 74999 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 662.056182,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 662.056394,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:34:00+03:00",
            "age_seconds": 728.056558,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:30:00+03:00",
            "age_seconds": 968.056718,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 662.056879,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 662.0570359999999,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:46 74999 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 236,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 131,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 103,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:45 74996 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 628.5229109999999,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 628.523099,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:34:00+03:00",
            "age_seconds": 694.5232589999999,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:30:00+03:00",
            "age_seconds": 934.5234429999999,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 628.5236040000001,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 628.52376,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:45 74996 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 236,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 131,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 103,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:35 74995 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 34.819241000000005,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 34.819477,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:34:00+03:00",
            "age_seconds": 100.81965,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:30:00+03:00",
            "age_seconds": 340.819821,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 34.819989,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 34.820154,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:35 74995 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 236,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 131,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 103,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:35 74977 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 1.906078,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 1.906298,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:34:00+03:00",
            "age_seconds": 67.906477,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:30:00+03:00",
            "age_seconds": 307.906637,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 1.906809,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:35:06+03:00",
            "age_seconds": 1.9069690000000001,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 9
26.07.2026 04:35 74977 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 236,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 131,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 103,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 7
26.07.2026 04:25 74974 market_data_freshness 18 rejected CANDLES_1M_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 59.293233,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 59.293453,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:22:00+03:00",
            "age_seconds": 183.293615,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:20:00+03:00",
            "age_seconds": 303.293773,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 59.293944,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 59.294144,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:25 74974 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 224,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 129,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 102,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:24 74970 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 32.478184,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 32.478409,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:22:00+03:00",
            "age_seconds": 156.47857199999999,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:20:00+03:00",
            "age_seconds": 276.478759,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 32.47894,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 32.479102,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:24 74970 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 224,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 129,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 102,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:24 74954 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 2.060457,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 2.060669,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:22:00+03:00",
            "age_seconds": 126.060871,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:20:00+03:00",
            "age_seconds": 246.061095,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 2.061257,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:24:04+03:00",
            "age_seconds": 2.061458,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 10
26.07.2026 04:24 74954 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 224,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 129,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 102,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 10
26.07.2026 04:23 74952 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 618.1394009999999,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 618.139621,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:12:00+03:00",
            "age_seconds": 680.139789,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:10:00+03:00",
            "age_seconds": 800.139953,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 618.140123,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 618.1402780000001,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:23 74952 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 214,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 127,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 101,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:16 74951 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 187.438426,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 187.438625,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:12:00+03:00",
            "age_seconds": 249.438785,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:10:00+03:00",
            "age_seconds": 369.438945,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 187.439103,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 187.439272,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:16 74951 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 214,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 127,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 101,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 2
26.07.2026 04:15 74950 market_data_freshness 18 rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 155.467598,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 155.467805,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:12:00+03:00",
            "age_seconds": 217.467963,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:10:00+03:00",
            "age_seconds": 337.468122,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 155.46828,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 155.468454,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 3
26.07.2026 04:15 74950 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 214,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 127,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 101,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 3
26.07.2026 04:13 74930 market_data_freshness 18 passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 2.258179,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 2.2583939999999996,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:12:00+03:00",
            "age_seconds": 64.258556,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:10:00+03:00",
            "age_seconds": 184.258715,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 2.258889,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:13:02+03:00",
            "age_seconds": 2.259047,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 10
26.07.2026 04:13 74930 historical_readiness 16 passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 214,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 127,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 101,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 11

Открытые lifecycle-сущности

Тип Идентификатор Статус Направление Количество Цена Требует сопровождения Открыт

Полное логирование

Время Тип события Решение Код причины Сообщение Входы Параметры Выходы
26.07.2026 05:30 collection_started started — Сбор данных по символу запущен. 
{
    "requested_data_types": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        }
    ]
}
 
null
 
null
26.07.2026 05:30 collection_completed completed — Сбор данных по символу завершён. 
{
    "requested_data_types": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        }
    ]
}
 
null
 
{
    "symbol": "WIFUSDT",
    "data_types_collected": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        }
    ],
    "candles": [
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:30:00",
            "close_time": "2026-07-26 08:31:00",
            "open": "0.1594",
            "close": "0.1593",
            "high": "0.1594",
            "low": "0.1593",
            "volume": "1678.1524",
            "turnover": "267.49738056",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043800",
                    "0.1594",
                    "0.1593",
                    "0.1594",
                    "0.1593",
                    "1678.1524",
                    "267.49738056"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:29:00",
            "close_time": "2026-07-26 08:30:00",
            "open": "0.1593",
            "close": "0.1593",
            "high": "0.1593",
            "low": "0.1593",
            "volume": "33.4302",
            "turnover": "5.32543086",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043740",
                    "0.1593",
                    "0.1593",
                    "0.1593",
                    "0.1593",
                    "33.4302",
                    "5.32543086"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:28:00",
            "close_time": "2026-07-26 08:29:00",
            "open": "0.159",
            "close": "0.159",
            "high": "0.159",
            "low": "0.159",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043680",
                    "0.159",
                    "0.159",
                    "0.159",
                    "0.159",
                    "0",
                    "0"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:27:00",
            "close_time": "2026-07-26 08:28:00",
            "open": "0.159",
            "close": "0.159",
            "high": "0.159",
            "low": "0.1589",
            "volume": "9934.9648",
            "turnover": "1579.65837518",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043620",
                    "0.159",
                    "0.159",
                    "0.159",
                    "0.1589",
                    "9934.9648",
                    "1579.65837518"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:26:00",
            "close_time": "2026-07-26 08:27:00",
            "open": "0.1588",
            "close": "0.1587",
            "high": "0.1588",
            "low": "0.1587",
            "volume": "1716.2914",
            "turnover": "272.38087064",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043560",
                    "0.1588",
                    "0.1587",
                    "0.1588",
                    "0.1587",
                    "1716.2914",
                    "272.38087064"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:25:00",
            "close_time": "2026-07-26 08:26:00",
            "open": "0.1589",
            "close": "0.1589",
            "high": "0.1589",
            "low": "0.1589",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043500",
                    "0.1589",
                    "0.1589",
                    "0.1589",
                    "0.1589",
                    "0",
                    "0"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:24:00",
            "close_time": "2026-07-26 08:25:00",
            "open": "0.1589",
            "close": "0.1589",
            "high": "0.1589",
            "low": "0.1589",
            "volume": "8439.2771",
            "turnover": "1341.00113119",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043440",
                    "0.1589",
                    "0.1589",
                    "0.1589",
                    "0.1589",
                    "8439.2771",
                    "1341.00113119"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:23:00",
            "close_time": "2026-07-26 08:24:00",
            "open": "0.1589",
            "close": "0.159",
            "high": "0.159",
            "low": "0.1589",
            "volume": "14140.739",
            "turnover": "2248.34738927",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043380",
                    "0.1589",
                    "0.159",
                    "0.159",
                    "0.1589",
                    "14140.739",
                    "2248.34738927"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:22:00",
            "close_time": "2026-07-26 08:23:00",
            "open": "0.1594",
            "close": "0.1593",
            "high": "0.1594",
            "low": "0.1593",
            "volume": "4031.2811",
            "turnover": "642.34800014",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043320",
                    "0.1594",
                    "0.1593",
                    "0.1594",
                    "0.1593",
                    "4031.2811",
                    "642.34800014"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:21:00",
            "close_time": "2026-07-26 08:22:00",
            "open": "0.1596",
            "close": "0.1593",
            "high": "0.1596",
            "low": "0.1593",
            "volume": "2603.4387",
            "turnover": "414.85390947",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043260",
                    "0.1596",
                    "0.1593",
                    "0.1596",
                    "0.1593",
                    "2603.4387",
                    "414.85390947"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:20:00",
            "close_time": "2026-07-26 08:21:00",
            "open": "0.1601",
            "close": "0.1598",
            "high": "0.1601",
            "low": "0.1597",
            "volume": "57794.081",
            "turnover": "9241.01732977",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043200",
                    "0.1601",
                    "0.1598",
                    "0.1601",
                    "0.1597",
                    "57794.081",
                    "9241.01732977"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:19:00",
            "close_time": "2026-07-26 08:20:00",
            "open": "0.1598",
            "close": "0.1603",
            "high": "0.1604",
            "low": "0.1598",
            "volume": "30810.7562",
            "turnover": "4934.73985399",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043140",
                    "0.1598",
                    "0.1603",
                    "0.1604",
                    "0.1598",
                    "30810.7562",
                    "4934.73985399"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:18:00",
            "close_time": "2026-07-26 08:19:00",
            "open": "0.1595",
            "close": "0.1595",
            "high": "0.1595",
            "low": "0.1595",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043080",
                    "0.1595",
                    "0.1595",
                    "0.1595",
                    "0.1595",
                    "0",
                    "0"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:17:00",
            "close_time": "2026-07-26 08:18:00",
            "open": "0.1595",
            "close": "0.1595",
            "high": "0.1595",
            "low": "0.1595",
            "volume": "33.4639",
            "turnover": "5.33749205",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043020",
                    "0.1595",
                    "0.1595",
                    "0.1595",
                    "0.1595",
                    "33.4639",
                    "5.33749205"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:16:00",
            "close_time": "2026-07-26 08:17:00",
            "open": "0.159",
            "close": "0.159",
            "high": "0.159",
            "low": "0.159",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042960",
                    "0.159",
                    "0.159",
                    "0.159",
                    "0.159",
                    "0",
                    "0"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:15:00",
            "close_time": "2026-07-26 08:16:00",
            "open": "0.1594",
            "close": "0.159",
            "high": "0.1595",
            "low": "0.159",
            "volume": "22240.958",
            "turnover": "3542.67982641",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042900",
                    "0.1594",
                    "0.159",
                    "0.1595",
                    "0.159",
                    "22240.958",
                    "3542.67982641"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:14:00",
            "close_time": "2026-07-26 08:15:00",
            "open": "0.1596",
            "close": "0.1594",
            "high": "0.1596",
            "low": "0.1594",
            "volume": "34973.3219",
            "turnover": "5581.20251766",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042840",
                    "0.1596",
                    "0.1594",
                    "0.1596",
                    "0.1594",
                    "34973.3219",
                    "5581.20251766"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:13:00",
            "close_time": "2026-07-26 08:14:00",
            "open": "0.1594",
            "close": "0.1596",
            "high": "0.1599",
            "low": "0.1594",
            "volume": "33781.6498",
            "turnover": "5390.99891747",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042780",
                    "0.1594",
                    "0.1596",
                    "0.1599",
                    "0.1594",
                    "33781.6498",
                    "5390.99891747"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:12:00",
            "close_time": "2026-07-26 08:13:00",
            "open": "0.1589",
            "close": "0.159",
            "high": "0.1592",
            "low": "0.1589",
            "volume": "19817.1651",
            "turnover": "3152.01187121",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042720",
                    "0.1589",
                    "0.159",
                    "0.1592",
                    "0.1589",
                    "19817.1651",
                    "3152.01187121"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:11:00",
            "close_time": "2026-07-26 08:12:00",
            "open": "0.1582",
            "close": "0.1589",
            "high": "0.1589",
            "low": "0.1582",
            "volume": "9677.5614",
            "turnover": "1535.77169869",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042660",
                    "0.1582",
                    "0.1589",
                    "0.1589",
                    "0.1582",
                    "9677.5614",
                    "1535.77169869"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:10:00",
            "close_time": "2026-07-26 08:11:00",
            "open": "0.1579",
            "close": "0.158",
            "high": "0.158",
            "low": "0.1579",
            "volume": "4627.8438",
            "turnover": "730.94575644",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042600",
                    "0.1579",
                    "0.158",
                    "0.158",
                    "0.1579",
                    "4627.8438",
                    "730.94575644"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:09:00",
            "close_time": "2026-07-26 08:10:00",
            "open": "0.1579",
            "close": "0.1579",
            "high": "0.1579",
            "low": "0.1578",
            "volume": "1993.0607",
            "turnover": "314.70053511",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042540",
                    "0.1579",
                    "0.1579",
                    "0.1579",
                    "0.1578",
                    "1993.0607",
                    "314.70053511"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
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            "volume": "38907.7031",
            "turnover": "5651.32533381",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784960100",
                    "0.1459",
                    "0.1453",
                    "0.1459",
                    "0.1452",
                    "38907.7031",
                    "5651.32533381"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 09:00:00",
            "close_time": "2026-07-25 09:15:00",
            "open": "0.1459",
            "close": "0.1464",
            "high": "0.1466",
            "low": "0.1458",
            "volume": "93882.0164",
            "turnover": "13723.98728697",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784959200",
                    "0.1459",
                    "0.1464",
                    "0.1466",
                    "0.1458",
                    "93882.0164",
                    "13723.98728697"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 08:45:00",
            "close_time": "2026-07-25 09:00:00",
            "open": "0.146",
            "close": "0.146",
            "high": "0.1461",
            "low": "0.1458",
            "volume": "54370.3228",
            "turnover": "7938.11870018",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784958300",
                    "0.146",
                    "0.146",
                    "0.1461",
                    "0.1458",
                    "54370.3228",
                    "7938.11870018"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 08:30:00",
            "close_time": "2026-07-25 08:45:00",
            "open": "0.1461",
            "close": "0.1459",
            "high": "0.1463",
            "low": "0.1458",
            "volume": "17456.441",
            "turnover": "2549.83315822",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784957400",
                    "0.1461",
                    "0.1459",
                    "0.1463",
                    "0.1458",
                    "17456.441",
                    "2549.83315822"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 08:15:00",
            "close_time": "2026-07-25 08:30:00",
            "open": "0.1458",
            "close": "0.1465",
            "high": "0.1472",
            "low": "0.1458",
            "volume": "83591.3961",
            "turnover": "12284.9137723",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784956500",
                    "0.1458",
                    "0.1465",
                    "0.1472",
                    "0.1458",
                    "83591.3961",
                    "12284.9137723"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 08:00:00",
            "close_time": "2026-07-25 08:15:00",
            "open": "0.1458",
            "close": "0.1455",
            "high": "0.146",
            "low": "0.1455",
            "volume": "43143.5933",
            "turnover": "6286.13841445",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784955600",
                    "0.1458",
                    "0.1455",
                    "0.146",
                    "0.1455",
                    "43143.5933",
                    "6286.13841445"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 07:45:00",
            "close_time": "2026-07-25 08:00:00",
            "open": "0.1458",
            "close": "0.1459",
            "high": "0.1459",
            "low": "0.1457",
            "volume": "8809.8367",
            "turnover": "1285.23767479",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784954700",
                    "0.1458",
                    "0.1459",
                    "0.1459",
                    "0.1457",
                    "8809.8367",
                    "1285.23767479"
                ]
            }
        }
    ],
    "coverage_snapshots": [
        {
            "data_type": "ticker",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:30:18",
            "last_record_at": "2026-07-26 08:30:18",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        },
        {
            "data_type": "24h_stats",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:30:18",
            "last_record_at": "2026-07-26 08:30:18",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "1m",
            "first_record_at": "2026-07-26 05:31:00",
            "last_record_at": "2026-07-26 08:30:00",
            "records_count": 180,
            "expected_records_count": 180,
            "coverage_percent": 100,
            "freshness_percent": 69.07,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "first_record_at": "2026-07-25 22:35:00",
            "last_record_at": "2026-07-26 08:30:00",
            "records_count": 120,
            "expected_records_count": 120,
            "coverage_percent": 100,
            "freshness_percent": 93.71,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "first_record_at": "2026-07-25 07:45:00",
            "last_record_at": "2026-07-26 08:30:00",
            "records_count": 100,
            "expected_records_count": 64,
            "coverage_percent": 100,
            "freshness_percent": 97.87,
            "status": "ready"
        },
        {
            "data_type": "order_book",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:30:19",
            "last_record_at": "2026-07-26 08:30:19",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 99.78,
            "status": "ready"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:30:18",
            "last_record_at": "2026-07-26 08:30:18",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:30:18",
            "last_record_at": "2026-07-26 08:30:18",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:30:18",
            "last_record_at": "2026-07-26 08:30:18",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        }
    ],
    "metric_payloads": {
        "ticker": {
            "collected_at": "2026-07-26 08:30:18",
            "best_bid": "0.15930000",
            "best_ask": "0.15940000",
            "mid_price": "0.15935000",
            "spread": "0.00010000",
            "spread_percent": "0.062755",
            "volume_24h_quote": "3812082.065021051402",
            "volume_24h_base": "24631474.72414062",
            "trades_24h_count": null,
            "last_price": "0.1593"
        },
        "order_book": {
            "collected_at": "2026-07-26 08:30:19",
            "best_bid": "0.15930000",
            "best_ask": "0.15940000",
            "bids": [
                {
                    "price": "0.15930000",
                    "size": "5511.91350000",
                    "quote": "878.04782055"
                },
                {
                    "price": "0.15920000",
                    "size": "9691.40810000",
                    "quote": "1542.87216952"
                },
                {
                    "price": "0.15910000",
                    "size": "6233.77230000",
                    "quote": "991.79317293"
                },
                {
                    "price": "0.15900000",
                    "size": "12037.52560000",
                    "quote": "1913.96657040"
                },
                {
                    "price": "0.15890000",
                    "size": "10007.80850000",
                    "quote": "1590.24077065"
                },
                {
                    "price": "0.15880000",
                    "size": "8759.87660000",
                    "quote": "1391.06840408"
                },
                {
                    "price": "0.15870000",
                    "size": "24881.55570000",
                    "quote": "3948.70288959"
                },
                {
                    "price": "0.15860000",
                    "size": "14612.51910000",
                    "quote": "2317.54552926"
                },
                {
                    "price": "0.15850000",
                    "size": "28229.69660000",
                    "quote": "4474.40691110"
                },
                {
                    "price": "0.15840000",
                    "size": "16791.98860000",
                    "quote": "2659.85099424"
                },
                {
                    "price": "0.15830000",
                    "size": "14540.35550000",
                    "quote": "2301.73827565"
                },
                {
                    "price": "0.15820000",
                    "size": "7688.83320000",
                    "quote": "1216.37341224"
                },
                {
                    "price": "0.15810000",
                    "size": "21145.08730000",
                    "quote": "3343.03830213"
                },
                {
                    "price": "0.15800000",
                    "size": "14243.44070000",
                    "quote": "2250.46363060"
                },
                {
                    "price": "0.15790000",
                    "size": "11408.09580000",
                    "quote": "1801.33832682"
                },
                {
                    "price": "0.15780000",
                    "size": "918.74550000",
                    "quote": "144.97803990"
                },
                {
                    "price": "0.15770000",
                    "size": "4294.45670000",
                    "quote": "677.23582159"
                },
                {
                    "price": "0.15760000",
                    "size": "7262.89690000",
                    "quote": "1144.63255144"
                },
                {
                    "price": "0.15730000",
                    "size": "1123.93370000",
                    "quote": "176.79477101"
                },
                {
                    "price": "0.15720000",
                    "size": "1170.41520000",
                    "quote": "183.98926944"
                }
            ],
            "asks": [
                {
                    "price": "0.15940000",
                    "size": "1125.00000000",
                    "quote": "179.32500000"
                },
                {
                    "price": "0.15950000",
                    "size": "2759.13770000",
                    "quote": "440.08246315"
                },
                {
                    "price": "0.15960000",
                    "size": "7030.53570000",
                    "quote": "1122.07349772"
                },
                {
                    "price": "0.15970000",
                    "size": "6712.95860000",
                    "quote": "1072.05948842"
                },
                {
                    "price": "0.15980000",
                    "size": "4800.74880000",
                    "quote": "767.15965824"
                },
                {
                    "price": "0.15990000",
                    "size": "11509.23500000",
                    "quote": "1840.32667650"
                },
                {
                    "price": "0.16000000",
                    "size": "4599.05030000",
                    "quote": "735.84804800"
                },
                {
                    "price": "0.16010000",
                    "size": "5881.24900000",
                    "quote": "941.58796490"
                },
                {
                    "price": "0.16020000",
                    "size": "10967.38330000",
                    "quote": "1756.97480466"
                },
                {
                    "price": "0.16030000",
                    "size": "4732.94350000",
                    "quote": "758.69084305"
                },
                {
                    "price": "0.16040000",
                    "size": "5434.45310000",
                    "quote": "871.68627724"
                },
                {
                    "price": "0.16050000",
                    "size": "1125.00000000",
                    "quote": "180.56250000"
                },
                {
                    "price": "0.16060000",
                    "size": "4732.90760000",
                    "quote": "760.10496056"
                },
                {
                    "price": "0.16070000",
                    "size": "2701.89210000",
                    "quote": "434.19406047"
                },
                {
                    "price": "0.16080000",
                    "size": "14290.44590000",
                    "quote": "2297.90370072"
                },
                {
                    "price": "0.16090000",
                    "size": "1125.00000000",
                    "quote": "181.01250000"
                },
                {
                    "price": "0.16100000",
                    "size": "13932.18320000",
                    "quote": "2243.08149520"
                },
                {
                    "price": "0.16110000",
                    "size": "7272.37350000",
                    "quote": "1171.57937085"
                },
                {
                    "price": "0.16120000",
                    "size": "21513.71280000",
                    "quote": "3468.01050336"
                },
                {
                    "price": "0.16130000",
                    "size": "1183.38640000",
                    "quote": "190.88022632"
                }
            ],
            "levels_considered": 20
        }
    },
    "records_inserted_count": 9,
    "records_updated_count": 0,
    "gaps_detected_count": 0,
    "errors_count": 0,
    "warnings_count": 0
}
26.07.2026 05:30 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 292,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 143,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 107,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:30 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 292,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 143,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 107,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:30 layer_decision passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:18+03:00",
            "age_seconds": 1.737644,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:18+03:00",
            "age_seconds": 1.737858,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:00+03:00",
            "age_seconds": 19.738046999999998,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:00+03:00",
            "age_seconds": 19.738207,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:18+03:00",
            "age_seconds": 1.738401,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:30:18+03:00",
            "age_seconds": 1.738557,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:25 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:25 layer_decision rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 397.587515,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 397.587715,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:17:00+03:00",
            "age_seconds": 531.587875,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:15:00+03:00",
            "age_seconds": 651.588035,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 397.588196,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 397.588367,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:25 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:25 symbol_discovered registered — Символ обнаружен в discovery run. 
null
 
null
 
{
    "symbol": "WIFUSDT",
    "base_currency": "WIF",
    "quote_currency": "USDT",
    "exchange": "kucoin",
    "exchange_status": "trading",
    "volume_24h": "3821852.384958671402",
    "spread_percent": "0.06291287",
    "listing_age_days": 14,
    "api_accessible": true,
    "metadata": {
        "exchange_symbol": "WIF-USDT",
        "market": "USDS",
        "is_trading_enabled": true,
        "price_increment": "0.0001",
        "base_increment": "0.0001",
        "quote_increment": "0.0001",
        "base_min_size": "1",
        "base_max_size": "10000000000",
        "quote_min_size": "0.1",
        "fee_currency": "USDT",
        "price_limit_rate": "0.05",
        "best_bid": "0.1589",
        "best_ask": "0.159"
    }
}
26.07.2026 05:25 symbol_hard_prefilter_checked passed hard_prefilter_passed Символ прошёл hard prefilter discovery. 
{
    "symbol": "WIFUSDT",
    "base_currency": "WIF",
    "quote_currency": "USDT",
    "exchange": "kucoin",
    "exchange_status": "trading",
    "volume_24h": "3821852.384958671402",
    "spread_percent": "0.06291287",
    "listing_age_days": 14,
    "api_accessible": true,
    "metadata": {
        "exchange_symbol": "WIF-USDT",
        "market": "USDS",
        "is_trading_enabled": true,
        "price_increment": "0.0001",
        "base_increment": "0.0001",
        "quote_increment": "0.0001",
        "base_min_size": "1",
        "base_max_size": "10000000000",
        "quote_min_size": "0.1",
        "fee_currency": "USDT",
        "price_limit_rate": "0.05",
        "best_bid": "0.1589",
        "best_ask": "0.159"
    }
}
 
{
    "allowed_quote_currency": "USDT"
}
 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    }
}
26.07.2026 05:25 symbol_selection_window_checked selected selected_by_volume_limit Символ попал в selection window по объёму. 
{
    "symbol": "WIFUSDT",
    "base_currency": "WIF",
    "quote_currency": "USDT",
    "exchange": "kucoin",
    "exchange_status": "trading",
    "volume_24h": "3821852.384958671402",
    "spread_percent": "0.06291287",
    "listing_age_days": 14,
    "api_accessible": true,
    "metadata": {
        "exchange_symbol": "WIF-USDT",
        "market": "USDS",
        "is_trading_enabled": true,
        "price_increment": "0.0001",
        "base_increment": "0.0001",
        "quote_increment": "0.0001",
        "base_min_size": "1",
        "base_max_size": "10000000000",
        "quote_min_size": "0.1",
        "fee_currency": "USDT",
        "price_limit_rate": "0.05",
        "best_bid": "0.1589",
        "best_ask": "0.159"
    }
}
 
{
    "max_selected_symbols": 30
}
 
{
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    }
}
26.07.2026 05:25 symbol_criteria_checked passed criteria_passed Символ прошёл первичные критерии. 
{
    "symbol": "WIFUSDT",
    "base_currency": "WIF",
    "quote_currency": "USDT",
    "exchange": "kucoin",
    "exchange_status": "trading",
    "volume_24h": "3821852.384958671402",
    "spread_percent": "0.06291287",
    "listing_age_days": 14,
    "api_accessible": true,
    "metadata": {
        "exchange_symbol": "WIF-USDT",
        "market": "USDS",
        "is_trading_enabled": true,
        "price_increment": "0.0001",
        "base_increment": "0.0001",
        "quote_increment": "0.0001",
        "base_min_size": "1",
        "base_max_size": "10000000000",
        "quote_min_size": "0.1",
        "fee_currency": "USDT",
        "price_limit_rate": "0.05",
        "best_bid": "0.1589",
        "best_ask": "0.159"
    }
}
 
{
    "min_24h_volume": 500000,
    "max_spread_percent": 0.4,
    "enforce_listing_age": true,
    "min_listing_age_days": 14,
    "failed_criteria": null
}
 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3821852.384958671402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06291287",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 05:25 symbol_exchange_metadata_refreshed ready EXCHANGE_METADATA_READY Биржевые торговые ограничения собраны полностью. 
null
 
null
 
{
    "metadata_status": "ready",
    "exchange_symbol": "WIF-USDT",
    "is_trading_enabled": true
}
26.07.2026 05:24 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:24 layer_decision rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 311.352159,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 311.352374,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:17:00+03:00",
            "age_seconds": 445.352535,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:15:00+03:00",
            "age_seconds": 565.3526949999999,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 311.35285700000003,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 311.35302399999995,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:22 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:22 layer_decision rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 218.487662,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 218.487856,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:17:00+03:00",
            "age_seconds": 352.488017,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:15:00+03:00",
            "age_seconds": 472.488177,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 218.488338,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 218.48852,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [
        "ticker",
        "candles_1m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:21 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:20 symbol_exchange_metadata_refreshed ready EXCHANGE_METADATA_READY Биржевые торговые ограничения собраны полностью. 
null
 
null
 
{
    "metadata_status": "ready",
    "exchange_symbol": "WIF-USDT",
    "is_trading_enabled": true
}
26.07.2026 05:20 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:19 collection_started started — Сбор данных по символу запущен. 
{
    "requested_data_types": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        }
    ]
}
 
null
 
null
26.07.2026 05:19 collection_completed completed — Сбор данных по символу завершён. 
{
    "requested_data_types": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        }
    ]
}
 
null
 
{
    "symbol": "WIFUSDT",
    "data_types_collected": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        }
    ],
    "candles": [
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:17:00",
            "close_time": "2026-07-26 08:18:00",
            "open": "0.1595",
            "close": "0.1595",
            "high": "0.1595",
            "low": "0.1595",
            "volume": "33.4639",
            "turnover": "5.33749205",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785043020",
                    "0.1595",
                    "0.1595",
                    "0.1595",
                    "0.1595",
                    "33.4639",
                    "5.33749205"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:16:00",
            "close_time": "2026-07-26 08:17:00",
            "open": "0.159",
            "close": "0.159",
            "high": "0.159",
            "low": "0.159",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042960",
                    "0.159",
                    "0.159",
                    "0.159",
                    "0.159",
                    "0",
                    "0"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:15:00",
            "close_time": "2026-07-26 08:16:00",
            "open": "0.1594",
            "close": "0.159",
            "high": "0.1595",
            "low": "0.159",
            "volume": "22240.958",
            "turnover": "3542.67982641",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042900",
                    "0.1594",
                    "0.159",
                    "0.1595",
                    "0.159",
                    "22240.958",
                    "3542.67982641"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:14:00",
            "close_time": "2026-07-26 08:15:00",
            "open": "0.1596",
            "close": "0.1594",
            "high": "0.1596",
            "low": "0.1594",
            "volume": "34973.3219",
            "turnover": "5581.20251766",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042840",
                    "0.1596",
                    "0.1594",
                    "0.1596",
                    "0.1594",
                    "34973.3219",
                    "5581.20251766"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:13:00",
            "close_time": "2026-07-26 08:14:00",
            "open": "0.1594",
            "close": "0.1596",
            "high": "0.1599",
            "low": "0.1594",
            "volume": "33781.6498",
            "turnover": "5390.99891747",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042780",
                    "0.1594",
                    "0.1596",
                    "0.1599",
                    "0.1594",
                    "33781.6498",
                    "5390.99891747"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:12:00",
            "close_time": "2026-07-26 08:13:00",
            "open": "0.1589",
            "close": "0.159",
            "high": "0.1592",
            "low": "0.1589",
            "volume": "19817.1651",
            "turnover": "3152.01187121",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042720",
                    "0.1589",
                    "0.159",
                    "0.1592",
                    "0.1589",
                    "19817.1651",
                    "3152.01187121"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:11:00",
            "close_time": "2026-07-26 08:12:00",
            "open": "0.1582",
            "close": "0.1589",
            "high": "0.1589",
            "low": "0.1582",
            "volume": "9677.5614",
            "turnover": "1535.77169869",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042660",
                    "0.1582",
                    "0.1589",
                    "0.1589",
                    "0.1582",
                    "9677.5614",
                    "1535.77169869"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:10:00",
            "close_time": "2026-07-26 08:11:00",
            "open": "0.1579",
            "close": "0.158",
            "high": "0.158",
            "low": "0.1579",
            "volume": "4627.8438",
            "turnover": "730.94575644",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042600",
                    "0.1579",
                    "0.158",
                    "0.158",
                    "0.1579",
                    "4627.8438",
                    "730.94575644"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:09:00",
            "close_time": "2026-07-26 08:10:00",
            "open": "0.1579",
            "close": "0.1579",
            "high": "0.1579",
            "low": "0.1578",
            "volume": "1993.0607",
            "turnover": "314.70053511",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042540",
                    "0.1579",
                    "0.1579",
                    "0.1579",
                    "0.1578",
                    "1993.0607",
                    "314.70053511"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:08:00",
            "close_time": "2026-07-26 08:09:00",
            "open": "0.1577",
            "close": "0.1578",
            "high": "0.1578",
            "low": "0.1577",
            "volume": "2521.4599",
            "turnover": "397.65110226",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042480",
                    "0.1577",
                    "0.1578",
                    "0.1578",
                    "0.1577",
                    "2521.4599",
                    "397.65110226"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:07:00",
            "close_time": "2026-07-26 08:08:00",
            "open": "0.1573",
            "close": "0.1575",
            "high": "0.1575",
            "low": "0.1573",
            "volume": "1126.0663",
            "turnover": "177.35522899",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042420",
                    "0.1573",
                    "0.1575",
                    "0.1575",
                    "0.1573",
                    "1126.0663",
                    "177.35522899"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:06:00",
            "close_time": "2026-07-26 08:07:00",
            "open": "0.1573",
            "close": "0.1573",
            "high": "0.1573",
            "low": "0.1573",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042360",
                    "0.1573",
                    "0.1573",
                    "0.1573",
                    "0.1573",
                    "0",
                    "0"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:05:00",
            "close_time": "2026-07-26 08:06:00",
            "open": "0.1573",
            "close": "0.1573",
            "high": "0.1573",
            "low": "0.1573",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042300",
                    "0.1573",
                    "0.1573",
                    "0.1573",
                    "0.1573",
                    "0",
                    "0"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:04:00",
            "close_time": "2026-07-26 08:05:00",
            "open": "0.1573",
            "close": "0.1573",
            "high": "0.1573",
            "low": "0.1573",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
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                    "0.1573",
                    "0.1573",
                    "0.1573",
                    "0.1573",
                    "0",
                    "0"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:03:00",
            "close_time": "2026-07-26 08:04:00",
            "open": "0.1573",
            "close": "0.1573",
            "high": "0.1573",
            "low": "0.1573",
            "volume": "0",
            "turnover": "0",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042180",
                    "0.1573",
                    "0.1573",
                    "0.1573",
                    "0.1573",
                    "0",
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:02:00",
            "close_time": "2026-07-26 08:03:00",
            "open": "0.1575",
            "close": "0.1573",
            "high": "0.1575",
            "low": "0.1573",
            "volume": "2290.6119",
            "turnover": "360.32014547",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042120",
                    "0.1575",
                    "0.1573",
                    "0.1575",
                    "0.1573",
                    "2290.6119",
                    "360.32014547"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:01:00",
            "close_time": "2026-07-26 08:02:00",
            "open": "0.1576",
            "close": "0.1575",
            "high": "0.1576",
            "low": "0.1575",
            "volume": "1612.6811",
            "turnover": "254.10977325",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042060",
                    "0.1576",
                    "0.1575",
                    "0.1576",
                    "0.1575",
                    "1612.6811",
                    "254.10977325"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:00:00",
            "close_time": "2026-07-26 08:01:00",
            "open": "0.1577",
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            "high": "0.1577",
            "low": "0.1577",
            "volume": "810.9931",
            "turnover": "127.89361187",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042000",
                    "0.1577",
                    "0.1577",
                    "0.1577",
                    "0.1577",
                    "810.9931",
                    "127.89361187"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:59:00",
            "close_time": "2026-07-26 08:00:00",
            "open": "0.1574",
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            "high": "0.1574",
            "low": "0.1574",
            "volume": "1463.9034",
            "turnover": "230.41839516",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785041940",
                    "0.1574",
                    "0.1574",
                    "0.1574",
                    "0.1574",
                    "1463.9034",
                    "230.41839516"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:58:00",
            "close_time": "2026-07-26 07:59:00",
            "open": "0.1575",
            "close": "0.1575",
            "high": "0.1575",
            "low": "0.1575",
            "volume": "3.733",
            "turnover": "0.5879475",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785041880",
                    "0.1575",
                    "0.1575",
                    "0.1575",
                    "0.1575",
                    "3.733",
                    "0.5879475"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:57:00",
            "close_time": "2026-07-26 07:58:00",
            "open": "0.1575",
            "close": "0.1575",
            "high": "0.1575",
            "low": "0.1575",
            "volume": "33.2353",
            "turnover": "5.23455975",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785041820",
                    "0.1575",
                    "0.1575",
                    "0.1575",
                    "0.1575",
                    "33.2353",
                    "5.23455975"
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            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:56:00",
            "close_time": "2026-07-26 07:57:00",
            "open": "0.1578",
            "close": "0.1576",
            "high": "0.1578",
            "low": "0.1576",
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            "close_time": "2026-07-25 08:45:00",
            "open": "0.1461",
            "close": "0.1459",
            "high": "0.1463",
            "low": "0.1458",
            "volume": "17456.441",
            "turnover": "2549.83315822",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784957400",
                    "0.1461",
                    "0.1459",
                    "0.1463",
                    "0.1458",
                    "17456.441",
                    "2549.83315822"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 08:15:00",
            "close_time": "2026-07-25 08:30:00",
            "open": "0.1458",
            "close": "0.1465",
            "high": "0.1472",
            "low": "0.1458",
            "volume": "83591.3961",
            "turnover": "12284.9137723",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784956500",
                    "0.1458",
                    "0.1465",
                    "0.1472",
                    "0.1458",
                    "83591.3961",
                    "12284.9137723"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 08:00:00",
            "close_time": "2026-07-25 08:15:00",
            "open": "0.1458",
            "close": "0.1455",
            "high": "0.146",
            "low": "0.1455",
            "volume": "43143.5933",
            "turnover": "6286.13841445",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784955600",
                    "0.1458",
                    "0.1455",
                    "0.146",
                    "0.1455",
                    "43143.5933",
                    "6286.13841445"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 07:45:00",
            "close_time": "2026-07-25 08:00:00",
            "open": "0.1458",
            "close": "0.1459",
            "high": "0.1459",
            "low": "0.1457",
            "volume": "8809.8367",
            "turnover": "1285.23767479",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784954700",
                    "0.1458",
                    "0.1459",
                    "0.1459",
                    "0.1457",
                    "8809.8367",
                    "1285.23767479"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "15m",
            "open_time": "2026-07-25 07:30:00",
            "close_time": "2026-07-25 07:45:00",
            "open": "0.1457",
            "close": "0.1458",
            "high": "0.1459",
            "low": "0.1457",
            "volume": "11245.1023",
            "turnover": "1639.81614686",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1784953800",
                    "0.1457",
                    "0.1458",
                    "0.1459",
                    "0.1457",
                    "11245.1023",
                    "1639.81614686"
                ]
            }
        }
    ],
    "coverage_snapshots": [
        {
            "data_type": "ticker",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:19:14",
            "last_record_at": "2026-07-26 08:19:14",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        },
        {
            "data_type": "24h_stats",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:19:14",
            "last_record_at": "2026-07-26 08:19:14",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "1m",
            "first_record_at": "2026-07-26 05:20:00",
            "last_record_at": "2026-07-26 08:17:00",
            "records_count": 178,
            "expected_records_count": 180,
            "coverage_percent": 98.89,
            "freshness_percent": 0,
            "status": "insufficient"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "first_record_at": "2026-07-25 22:20:00",
            "last_record_at": "2026-07-26 08:15:00",
            "records_count": 120,
            "expected_records_count": 120,
            "coverage_percent": 100,
            "freshness_percent": 14.84,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "first_record_at": "2026-07-25 07:30:00",
            "last_record_at": "2026-07-26 08:15:00",
            "records_count": 100,
            "expected_records_count": 64,
            "coverage_percent": 100,
            "freshness_percent": 71.58,
            "status": "ready"
        },
        {
            "data_type": "order_book",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:19:15",
            "last_record_at": "2026-07-26 08:19:15",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 99.49,
            "status": "ready"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:19:14",
            "last_record_at": "2026-07-26 08:19:14",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:19:14",
            "last_record_at": "2026-07-26 08:19:14",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null,
            "first_record_at": "2026-07-26 08:19:14",
            "last_record_at": "2026-07-26 08:19:14",
            "records_count": 1,
            "expected_records_count": 1,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "status": "ready"
        }
    ],
    "metric_payloads": {
        "ticker": {
            "collected_at": "2026-07-26 08:19:14",
            "best_bid": "0.15960000",
            "best_ask": "0.15970000",
            "mid_price": "0.15965000",
            "spread": "0.00010000",
            "spread_percent": "0.062637",
            "volume_24h_quote": "3794416.738055511402",
            "volume_24h_base": "24533954.93254062",
            "trades_24h_count": null,
            "last_price": "0.1595"
        },
        "order_book": {
            "collected_at": "2026-07-26 08:19:15",
            "best_bid": "0.15960000",
            "best_ask": "0.15970000",
            "bids": [
                {
                    "price": "0.15960000",
                    "size": "1125.00000000",
                    "quote": "179.55000000"
                },
                {
                    "price": "0.15950000",
                    "size": "8569.44610000",
                    "quote": "1366.82665295"
                },
                {
                    "price": "0.15940000",
                    "size": "7817.57950000",
                    "quote": "1246.12217230"
                },
                {
                    "price": "0.15930000",
                    "size": "7659.14610000",
                    "quote": "1220.10197373"
                },
                {
                    "price": "0.15920000",
                    "size": "5800.74880000",
                    "quote": "923.47920896"
                },
                {
                    "price": "0.15910000",
                    "size": "9609.34350000",
                    "quote": "1528.84655085"
                },
                {
                    "price": "0.15900000",
                    "size": "21432.49430000",
                    "quote": "3407.76659370"
                },
                {
                    "price": "0.15890000",
                    "size": "11100.65270000",
                    "quote": "1763.89371403"
                },
                {
                    "price": "0.15880000",
                    "size": "23980.71860000",
                    "quote": "3808.13811368"
                },
                {
                    "price": "0.15870000",
                    "size": "9282.59550000",
                    "quote": "1473.14790585"
                },
                {
                    "price": "0.15860000",
                    "size": "16179.97010000",
                    "quote": "2566.14325786"
                },
                {
                    "price": "0.15850000",
                    "size": "1125.00000000",
                    "quote": "178.31250000"
                },
                {
                    "price": "0.15840000",
                    "size": "9724.70080000",
                    "quote": "1540.39260672"
                },
                {
                    "price": "0.15830000",
                    "size": "10848.87350000",
                    "quote": "1717.37667505"
                },
                {
                    "price": "0.15820000",
                    "size": "7597.05620000",
                    "quote": "1201.85429084"
                },
                {
                    "price": "0.15810000",
                    "size": "28817.12750000",
                    "quote": "4555.98785775"
                },
                {
                    "price": "0.15800000",
                    "size": "699.61900000",
                    "quote": "110.53980200"
                },
                {
                    "price": "0.15790000",
                    "size": "17297.52870000",
                    "quote": "2731.27978173"
                },
                {
                    "price": "0.15780000",
                    "size": "918.74550000",
                    "quote": "144.97803990"
                },
                {
                    "price": "0.15770000",
                    "size": "1133.83940000",
                    "quote": "178.80647338"
                }
            ],
            "asks": [
                {
                    "price": "0.15970000",
                    "size": "1125.00000000",
                    "quote": "179.66250000"
                },
                {
                    "price": "0.15980000",
                    "size": "9295.72500000",
                    "quote": "1485.45685500"
                },
                {
                    "price": "0.15990000",
                    "size": "7402.78010000",
                    "quote": "1183.70453799"
                },
                {
                    "price": "0.16000000",
                    "size": "11720.54160000",
                    "quote": "1875.28665600"
                },
                {
                    "price": "0.16010000",
                    "size": "4802.20240000",
                    "quote": "768.83260424"
                },
                {
                    "price": "0.16020000",
                    "size": "7908.58520000",
                    "quote": "1266.95534904"
                },
                {
                    "price": "0.16030000",
                    "size": "15895.14970000",
                    "quote": "2547.99249691"
                },
                {
                    "price": "0.16040000",
                    "size": "22049.88750000",
                    "quote": "3536.80195500"
                },
                {
                    "price": "0.16050000",
                    "size": "3596.32860000",
                    "quote": "577.21074030"
                },
                {
                    "price": "0.16060000",
                    "size": "21004.22360000",
                    "quote": "3373.27831016"
                },
                {
                    "price": "0.16070000",
                    "size": "8117.97320000",
                    "quote": "1304.55829324"
                },
                {
                    "price": "0.16080000",
                    "size": "4859.62800000",
                    "quote": "781.42818240"
                },
                {
                    "price": "0.16090000",
                    "size": "1125.00000000",
                    "quote": "181.01250000"
                },
                {
                    "price": "0.16100000",
                    "size": "24000.10200000",
                    "quote": "3864.01642200"
                },
                {
                    "price": "0.16110000",
                    "size": "4676.46640000",
                    "quote": "753.37873704"
                },
                {
                    "price": "0.16120000",
                    "size": "1249.69180000",
                    "quote": "201.45031816"
                },
                {
                    "price": "0.16130000",
                    "size": "1183.38640000",
                    "quote": "190.88022632"
                },
                {
                    "price": "0.16140000",
                    "size": "4337.84570000",
                    "quote": "700.12829598"
                },
                {
                    "price": "0.16150000",
                    "size": "7322.61900000",
                    "quote": "1182.60296850"
                },
                {
                    "price": "0.16160000",
                    "size": "29697.38680000",
                    "quote": "4799.09770688"
                }
            ],
            "levels_considered": 20
        }
    },
    "records_inserted_count": 9,
    "records_updated_count": 0,
    "gaps_detected_count": 0,
    "errors_count": 0,
    "warnings_count": 0
}
26.07.2026 05:19 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:19 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 279,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 140,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 106,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:19 layer_decision passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 2.478565,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 2.478762,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:17:00+03:00",
            "age_seconds": 136.47892499999998,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:15:00+03:00",
            "age_seconds": 256.479085,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 2.4792449999999997,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:19:14+03:00",
            "age_seconds": 2.479416,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:17 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:17 layer_decision rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 546.4502160000001,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 546.450428,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:07:00+03:00",
            "age_seconds": 618.4505899999999,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:05:00+03:00",
            "age_seconds": 738.45075,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 546.45091,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 546.451066,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:15 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:15 layer_decision rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 465.249485,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 465.24969,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:07:00+03:00",
            "age_seconds": 537.249855,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:05:00+03:00",
            "age_seconds": 657.250034,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 465.25019699999996,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 465.25037,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:15 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:10 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:09 symbol_discovered registered — Символ обнаружен в discovery run. 
null
 
null
 
{
    "symbol": "WIFUSDT",
    "base_currency": "WIF",
    "quote_currency": "USDT",
    "exchange": "kucoin",
    "exchange_status": "trading",
    "volume_24h": "3764582.834021411402",
    "spread_percent": "0.06331117",
    "listing_age_days": 14,
    "api_accessible": true,
    "metadata": {
        "exchange_symbol": "WIF-USDT",
        "market": "USDS",
        "is_trading_enabled": true,
        "price_increment": "0.0001",
        "base_increment": "0.0001",
        "quote_increment": "0.0001",
        "base_min_size": "1",
        "base_max_size": "10000000000",
        "quote_min_size": "0.1",
        "fee_currency": "USDT",
        "price_limit_rate": "0.05",
        "best_bid": "0.1579",
        "best_ask": "0.158"
    }
}
26.07.2026 05:09 symbol_hard_prefilter_checked passed hard_prefilter_passed Символ прошёл hard prefilter discovery. 
{
    "symbol": "WIFUSDT",
    "base_currency": "WIF",
    "quote_currency": "USDT",
    "exchange": "kucoin",
    "exchange_status": "trading",
    "volume_24h": "3764582.834021411402",
    "spread_percent": "0.06331117",
    "listing_age_days": 14,
    "api_accessible": true,
    "metadata": {
        "exchange_symbol": "WIF-USDT",
        "market": "USDS",
        "is_trading_enabled": true,
        "price_increment": "0.0001",
        "base_increment": "0.0001",
        "quote_increment": "0.0001",
        "base_min_size": "1",
        "base_max_size": "10000000000",
        "quote_min_size": "0.1",
        "fee_currency": "USDT",
        "price_limit_rate": "0.05",
        "best_bid": "0.1579",
        "best_ask": "0.158"
    }
}
 
{
    "allowed_quote_currency": "USDT"
}
 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    }
}
26.07.2026 05:09 symbol_selection_window_checked selected selected_by_volume_limit Символ попал в selection window по объёму. 
{
    "symbol": "WIFUSDT",
    "base_currency": "WIF",
    "quote_currency": "USDT",
    "exchange": "kucoin",
    "exchange_status": "trading",
    "volume_24h": "3764582.834021411402",
    "spread_percent": "0.06331117",
    "listing_age_days": 14,
    "api_accessible": true,
    "metadata": {
        "exchange_symbol": "WIF-USDT",
        "market": "USDS",
        "is_trading_enabled": true,
        "price_increment": "0.0001",
        "base_increment": "0.0001",
        "quote_increment": "0.0001",
        "base_min_size": "1",
        "base_max_size": "10000000000",
        "quote_min_size": "0.1",
        "fee_currency": "USDT",
        "price_limit_rate": "0.05",
        "best_bid": "0.1579",
        "best_ask": "0.158"
    }
}
 
{
    "max_selected_symbols": 30
}
 
{
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    }
}
26.07.2026 05:09 symbol_criteria_checked passed criteria_passed Символ прошёл первичные критерии. 
{
    "symbol": "WIFUSDT",
    "base_currency": "WIF",
    "quote_currency": "USDT",
    "exchange": "kucoin",
    "exchange_status": "trading",
    "volume_24h": "3764582.834021411402",
    "spread_percent": "0.06331117",
    "listing_age_days": 14,
    "api_accessible": true,
    "metadata": {
        "exchange_symbol": "WIF-USDT",
        "market": "USDS",
        "is_trading_enabled": true,
        "price_increment": "0.0001",
        "base_increment": "0.0001",
        "quote_increment": "0.0001",
        "base_min_size": "1",
        "base_max_size": "10000000000",
        "quote_min_size": "0.1",
        "fee_currency": "USDT",
        "price_limit_rate": "0.05",
        "best_bid": "0.1579",
        "best_ask": "0.158"
    }
}
 
{
    "min_24h_volume": 500000,
    "max_spread_percent": 0.4,
    "enforce_listing_age": true,
    "min_listing_age_days": 14,
    "failed_criteria": null
}
 
{
    "hard_prefilter.quote_currency": {
        "passed": true,
        "actual": "USDT",
        "expected": "USDT"
    },
    "hard_prefilter.exchange_status": {
        "passed": true,
        "actual": "trading",
        "expected": [
            "trading",
            "active"
        ]
    },
    "hard_prefilter.api_accessible": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "hard_prefilter.force_disabled": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "hard_prefilter.blacklisted": {
        "passed": true,
        "actual": false,
        "expected": false
    },
    "selection_window.hard_prefilter_passed": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "selection_window.volume_rank_selected": {
        "passed": true,
        "actual": true,
        "expected": true
    },
    "soft_criteria.volume_24h": {
        "passed": true,
        "actual": "3764582.834021411402",
        "expected": 500000
    },
    "soft_criteria.spread_percent": {
        "passed": true,
        "actual": "0.06331117",
        "expected": 0.4
    },
    "soft_criteria.listing_age_days": {
        "passed": true,
        "actual": 14,
        "expected": 14
    }
}
26.07.2026 05:09 symbol_exchange_metadata_refreshed ready EXCHANGE_METADATA_READY Биржевые торговые ограничения собраны полностью. 
null
 
null
 
{
    "metadata_status": "ready",
    "exchange_symbol": "WIF-USDT",
    "is_trading_enabled": true
}
26.07.2026 05:08 collection_started started — Сбор данных по символу запущен. 
{
    "requested_data_types": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        }
    ]
}
 
null
 
null
26.07.2026 05:08 collection_completed completed — Сбор данных по символу завершён. 
{
    "requested_data_types": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        }
    ]
}
 
null
 
{
    "symbol": "WIFUSDT",
    "data_types_collected": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        }
    ],
    "candles": [
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:07:00",
            "close_time": "2026-07-26 08:08:00",
            "open": "0.1573",
            "close": "0.1575",
            "high": "0.1575",
            "low": "0.1573",
            "volume": "1126.0663",
            "turnover": "177.35522899",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042420",
                    "0.1573",
                    "0.1575",
                    "0.1575",
                    "0.1573",
                    "1126.0663",
                    "177.35522899"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:02:00",
            "close_time": "2026-07-26 08:03:00",
            "open": "0.1575",
            "close": "0.1573",
            "high": "0.1575",
            "low": "0.1573",
            "volume": "2290.6119",
            "turnover": "360.32014547",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042120",
                    "0.1575",
                    "0.1573",
                    "0.1575",
                    "0.1573",
                    "2290.6119",
                    "360.32014547"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 08:01:00",
            "close_time": "2026-07-26 08:02:00",
            "open": "0.1576",
            "close": "0.1575",
            "high": "0.1576",
            "low": "0.1575",
            "volume": "1612.6811",
            "turnover": "254.10977325",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785042060",
                    "0.1576",
                    "0.1575",
                    "0.1576",
                    "0.1575",
                    "1612.6811",
                    "254.10977325"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
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                    "price": "0.15570000",
                    "size": "1125.00000000",
                    "quote": "175.16250000"
                },
                {
                    "price": "0.15560000",
                    "size": "1170.41520000",
                    "quote": "182.11660512"
                },
                {
                    "price": "0.15550000",
                    "size": "1133.83940000",
                    "quote": "176.31202670"
                }
            ],
            "asks": [
                {
                    "price": "0.15780000",
                    "size": "1125.00000000",
                    "quote": "177.52500000"
                },
                {
                    "price": "0.15790000",
                    "size": "4300.27770000",
                    "quote": "679.01384883"
                },
                {
                    "price": "0.15800000",
                    "size": "6788.80110000",
                    "quote": "1072.63057380"
                },
                {
                    "price": "0.15810000",
                    "size": "10225.33880000",
                    "quote": "1616.62606428"
                },
                {
                    "price": "0.15820000",
                    "size": "4676.06390000",
                    "quote": "739.75330898"
                },
                {
                    "price": "0.15830000",
                    "size": "9386.26570000",
                    "quote": "1485.84586031"
                },
                {
                    "price": "0.15840000",
                    "size": "6396.94760000",
                    "quote": "1013.27649984"
                },
                {
                    "price": "0.15850000",
                    "size": "4836.65640000",
                    "quote": "766.61003940"
                },
                {
                    "price": "0.15860000",
                    "size": "4386.94630000",
                    "quote": "695.76968318"
                },
                {
                    "price": "0.15870000",
                    "size": "8832.01510000",
                    "quote": "1401.64079637"
                },
                {
                    "price": "0.15880000",
                    "size": "4421.03120000",
                    "quote": "702.05975456"
                },
                {
                    "price": "0.15890000",
                    "size": "2844.43030000",
                    "quote": "451.97997467"
                },
                {
                    "price": "0.15900000",
                    "size": "4457.02830000",
                    "quote": "708.66749970"
                },
                {
                    "price": "0.15910000",
                    "size": "8101.30050000",
                    "quote": "1288.91690955"
                },
                {
                    "price": "0.15920000",
                    "size": "1132.01870000",
                    "quote": "180.21737704"
                },
                {
                    "price": "0.15930000",
                    "size": "1286.00000000",
                    "quote": "204.85980000"
                },
                {
                    "price": "0.15940000",
                    "size": "4776.95000000",
                    "quote": "761.44583000"
                },
                {
                    "price": "0.15950000",
                    "size": "1127.20220000",
                    "quote": "179.78875090"
                },
                {
                    "price": "0.15960000",
                    "size": "7310.83340000",
                    "quote": "1166.80901064"
                },
                {
                    "price": "0.15970000",
                    "size": "1183.38640000",
                    "quote": "188.98680808"
                }
            ],
            "levels_considered": 20
        }
    },
    "records_inserted_count": 9,
    "records_updated_count": 0,
    "gaps_detected_count": 0,
    "errors_count": 0,
    "warnings_count": 0
}
26.07.2026 05:08 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:08 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 265,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 138,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 105,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:08 layer_decision passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 1.499202,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 1.499415,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:07:00+03:00",
            "age_seconds": 73.499578,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:05:00+03:00",
            "age_seconds": 193.49974,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 1.4998989999999999,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T08:08:12+03:00",
            "age_seconds": 1.500056,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:05 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 258,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 136,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 05:05 layer_decision rejected TICKER_STALE Свежесть обязательных рыночных данных ниже допустимого уровня. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 474.13223200000004,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 474.132475,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:56:00+03:00",
            "age_seconds": 543.132638,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:55:00+03:00",
            "age_seconds": 603.132797,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 474.132956,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 474.133148,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": false
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 05:04 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 258,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 136,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 04:57 collection_completed completed — Сбор данных по символу завершён. 
{
    "requested_data_types": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        }
    ]
}
 
null
 
{
    "symbol": "WIFUSDT",
    "data_types_collected": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        }
    ],
    "candles": [
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:56:00",
            "close_time": "2026-07-26 07:57:00",
            "open": "0.1578",
            "close": "0.1576",
            "high": "0.1578",
            "low": "0.1576",
            "volume": "2239.2141",
            "turnover": "353.34467438",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785041760",
                    "0.1578",
                    "0.1576",
                    "0.1578",
                    "0.1576",
                    "2239.2141",
                    "353.34467438"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:55:00",
            "close_time": "2026-07-26 07:56:00",
            "open": "0.1576",
            "close": "0.1576",
            "high": "0.1576",
            "low": "0.1576",
            "volume": "3429.286",
            "turnover": "540.4554736",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785041700",
                    "0.1576",
                    "0.1576",
                    "0.1576",
                    "0.1576",
                    "3429.286",
                    "540.4554736"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:54:00",
            "close_time": "2026-07-26 07:55:00",
            "open": "0.1576",
            "close": "0.1576",
            "high": "0.1576",
            "low": "0.1576",
            "volume": "7445.8759",
            "turnover": "1173.47004184",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785041640",
                    "0.1576",
                    "0.1576",
                    "0.1576",
                    "0.1576",
                    "7445.8759",
                    "1173.47004184"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:53:00",
            "close_time": "2026-07-26 07:54:00",
            "open": "0.1578",
            "close": "0.1578",
            "high": "0.1578",
            "low": "0.1578",
            "volume": "1159.8923",
            "turnover": "183.03100494",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785041580",
                    "0.1578",
                    "0.1578",
                    "0.1578",
                    "0.1578",
                    "1159.8923",
                    "183.03100494"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:52:00",
            "close_time": "2026-07-26 07:53:00",
            "open": "0.1578",
            "close": "0.1578",
            "high": "0.1578",
            "low": "0.1578",
            "volume": "7.0167",
            "turnover": "1.10723526",
            "source": "kucoin_api",
            "raw_payload": {
                "exchange_symbol": "WIF-USDT",
                "row": [
                    "1785041520",
                    "0.1578",
                    "0.1578",
                    "0.1578",
                    "0.1578",
                    "7.0167",
                    "1.10723526"
                ]
            }
        },
        {
            "exchange": "kucoin",
            "symbol_id": 521,
            "symbol": "WIFUSDT",
            "timeframe": "1m",
            "open_time": "2026-07-26 07:51:00",
            "close_time": "2026-07-26 07:52:00",
            "open": "0.1576",
            "close": "0.1577",
            "high": "0.1577",
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                {
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                {
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                    "size": "1170.41520000",
                    "quote": "183.05293728"
                },
                {
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                    "size": "4459.05760000",
                    "quote": "696.95070288"
                },
                {
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                    "size": "1125.00000000",
                    "quote": "175.72500000"
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                {
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                    "size": "14565.54120000",
                    "quote": "2273.68098132"
                },
                {
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                    "size": "6137.89690000",
                    "quote": "956.89812671"
                },
                {
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                },
                {
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                    "size": "1125.00000000",
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                {
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                },
                {
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            ],
            "asks": [
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                },
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                    "quote": "1084.64938456"
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                {
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                    "size": "6110.16470000",
                    "quote": "967.23907201"
                },
                {
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                    "size": "8088.43310000",
                    "quote": "1281.20780304"
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                {
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                    "size": "8191.65030000",
                    "quote": "1298.37657255"
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                {
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                    "size": "6109.88050000",
                    "quote": "969.02704730"
                },
                {
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                    "size": "7388.00650000",
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                },
                {
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                    "size": "1254.79100000",
                    "quote": "199.26081080"
                },
                {
                    "price": "0.15890000",
                    "size": "4599.73160000",
                    "quote": "730.89735124"
                },
                {
                    "price": "0.15900000",
                    "size": "4909.75210000",
                    "quote": "780.65058390"
                },
                {
                    "price": "0.15910000",
                    "size": "4211.45310000",
                    "quote": "670.04218821"
                },
                {
                    "price": "0.15920000",
                    "size": "1132.01870000",
                    "quote": "180.21737704"
                },
                {
                    "price": "0.15930000",
                    "size": "1286.00000000",
                    "quote": "204.85980000"
                },
                {
                    "price": "0.15940000",
                    "size": "1125.00000000",
                    "quote": "179.32500000"
                },
                {
                    "price": "0.15950000",
                    "size": "1517.20220000",
                    "quote": "241.99375090"
                }
            ],
            "levels_considered": 20
        }
    },
    "records_inserted_count": 9,
    "records_updated_count": 0,
    "gaps_detected_count": 0,
    "errors_count": 0,
    "warnings_count": 0
}
26.07.2026 04:57 historical_readiness_checked ready HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 258,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 136,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 04:57 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 258,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 136,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}
26.07.2026 04:57 layer_decision passed MARKET_DATA_FRESH Свежесть обязательных рыночных данных соответствует требованиям слоя. 
{
    "checked_data_types": [
        {
            "data_type": "ticker",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 2.190863,
            "max_allowed_age_seconds": 60,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "24h_stats",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 2.191056,
            "max_allowed_age_seconds": 300,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_1m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:56:00+03:00",
            "age_seconds": 71.191214,
            "max_allowed_age_seconds": 180,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "candles_5m",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:55:00+03:00",
            "age_seconds": 131.191383,
            "max_allowed_age_seconds": 600,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "spread_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 2.191541,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        },
        {
            "data_type": "liquidity_metrics",
            "snapshot_status": "ready",
            "last_seen_at": "2026-07-26T07:57:09+03:00",
            "age_seconds": 2.191697,
            "max_allowed_age_seconds": 120,
            "freshness_percent": 100,
            "is_fresh": true
        }
    ]
}
 
{
    "required_data_types": [
        "ticker",
        "24h_stats",
        "candles_1m",
        "candles_5m",
        "spread_metrics",
        "liquidity_metrics"
    ],
    "max_ticker_age_seconds": 60,
    "max_24h_stats_age_seconds": 300,
    "max_1m_candle_age_seconds": 180,
    "max_5m_candle_age_seconds": 600,
    "max_15m_candle_age_seconds": 1800,
    "max_spread_metrics_age_seconds": 120,
    "max_liquidity_metrics_age_seconds": 120,
    "fail_on_missing_required_data_type": true,
    "allow_partial_optional_data": true
}
 
{
    "stale_data_types": [],
    "missing_data_types": [],
    "allow_partial_optional_data": true
}
26.07.2026 04:57 collection_started started — Сбор данных по символу запущен. 
{
    "requested_data_types": [
        {
            "data_type": "ticker",
            "timeframe": null
        },
        {
            "data_type": "24h_stats",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "1m"
        },
        {
            "data_type": "candles",
            "timeframe": "5m"
        },
        {
            "data_type": "spread_metrics",
            "timeframe": null
        },
        {
            "data_type": "liquidity_metrics",
            "timeframe": null
        },
        {
            "data_type": "volatility_metrics",
            "timeframe": null
        },
        {
            "data_type": "candles",
            "timeframe": "15m"
        },
        {
            "data_type": "order_book",
            "timeframe": null
        }
    ]
}
 
null
 
null
26.07.2026 04:55 layer_decision passed HISTORY_READY Исторические данные соответствуют требованиям слоя. 
{
    "checks": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180,
            "actual_records": 247,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120,
            "actual_records": 134,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64,
            "actual_records": 104,
            "coverage_percent": 100,
            "freshness_percent": 100,
            "gap_too_large": false,
            "coverage_too_low": false,
            "freshness_too_low": false,
            "records_too_low": false,
            "status": "ready"
        }
    ]
}
 
{
    "required_hours": 24,
    "max_data_gap_minutes": 15,
    "min_coverage_percent": 95,
    "min_freshness_percent": 95,
    "requirements": [
        {
            "data_type": "candles",
            "timeframe": "1m",
            "required_records": 180
        },
        {
            "data_type": "candles",
            "timeframe": "5m",
            "required_records": 120
        },
        {
            "data_type": "candles",
            "timeframe": "15m",
            "required_records": 64
        }
    ]
}
 
{
    "required_hours": 24
}