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Chan/research/out/parity_slices/BTC_5m.csv
T
UbuntuandCursor 7e339d2a54 research: 影子交易器落在 Hummingbot 上，并修掉 Bitget 连接器的换根延迟 
1m 腿的滑点余量只有几个 bp，所以要测的必须是生产路径的滑点——换个运行时
测出来的数就不作数。框架因此从「滑点已知后再定」提前到测量阶段就定为
Hummingbot（Spot/Perp 连接器均 v2.0，Bitget 是 Foundation Partner）。

新增 research/live/。前置测量：

- bench_compute.py 本机算力，1m 单币 0.318s、三币串行 1.38s
- venue_parity.py Binance 与 Bitget 同根信号重合仅 14.6~42.6%
- signal_sensitivity.py 0.25bp 扰动就换掉一半信号
- aggregate_robustness.py 但总体期望不降——脆的是信号身份，不是 alpha
- bitget_baseline.py 因此改用 Bitget 原生基线定预算：余量 BTC -0.13bp、
  ETH +4.02bp、SOL +2.92bp。BTC 本就为负，只作延迟测量的参照物

运行时选型：

- parity_env.py 容器与本机信号逐一相同（下标、中枢数、checksum 全等），
  容器内 0.26s/币反而更快。故 chanlun 直接挂载进容器，不必另起信号服务。
  装进现有 .venv 那条路走不通：Hummingbot 要 numba>=0.61.2 与
  aiohttp<3.14，与本机 Python 3.14 冲突
- latency_ccxt.py / latency_hummingbot.py / latency_compare.py 初测显示
  Hummingbot 比 ccxt.pro 慢约 1030ms，90 根逐根配对里 80~97% 更慢
- probe_ws_action.py 否掉「丢弃 snapshot」的猜测：换根首条就是 update
- probe_hb_vs_raw.py 与 latency_attribute.py 四路归因——容器网络 2~18ms、
  Hummingbot 处理 -10~-30ms，1350~1480ms 全落在解析方式上
- probe_ws_payload.py 定位根因：Bitget 换根会推一条带两根的消息
  [上一根, 新一根]，而上游取 data["data"][0] 拿到的是上一根，新一根要等
  下一条单元素消息

修复：

- patched_candles.py 处理消息里的全部元素。不能简单改成 [-1]——那样上一根
  的收盘价会永远停在换根前约 1 秒的那次推送上，而信号对 0.25bp 都敏感
- verify_patch.py 60 根配对验证：拿回 1060~1090ms，与原始 WS 只差 5~14ms
  已贴理论下限，19 根已收盘 K 线 OHLCV 逐根未变。折算 ETH 省 0.54bp、
  SOL 省 0.42bp。此 bug 值得向上游反馈

影子交易器：

- shadow_hb.py 不下单，读连接器真实盘口按仓位吃单深度算成交价，与次根开盘价
  （回测 entry_delay=1 的口径）相减，分解成延迟漂移、盘口价差、深度冲击。
  盘口 10Hz 滚动缓冲 30 秒，把延迟变成自变量：每个信号记 0.5/1/2/5s 与实际
  算完时刻各一个滑点值，本机算得慢也不影响能读出的曲线
- shadow_signal.py 信号计算隔离到子进程。0.26s 是纯 CPU 且 chanlun 受 GIL
  限制，放进 asyncio 循环会把行情处理一起卡住
- shadow_report.py 首日延迟门槛与滑点曲线报表

不用 paper trade 测滑点：它的成交由 Hummingbot 自己的撮合模型模拟，
测出来是模型行为而非市场行为。

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-08-27 23:51:57 +08:00

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1787672100000,2026-08-25 23:35:00+08:00,79259.2000000000,79445.0000000000,79251.4000000000,79335.3000000000,286.3014000000
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1787673600000,2026-08-26 00:00:00+08:00,79464.8000000000,79540.1000000000,79394.7000000000,79460.0000000000,194.1218000000
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1787674200000,2026-08-26 00:10:00+08:00,79292.7000000000,79312.0000000000,79120.0000000000,79130.0000000000,240.3066000000
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1787676900000,2026-08-26 00:55:00+08:00,79097.1000000000,79139.4000000000,79050.0000000000,79113.1000000000,66.8424000000
1787677200000,2026-08-26 01:00:00+08:00,79113.1000000000,79113.1000000000,79010.2000000000,79026.0000000000,163.6935000000
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1787679300000,2026-08-26 01:35:00+08:00,79008.6000000000,79042.9000000000,78950.8000000000,79003.3000000000,79.4476000000
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1787680200000,2026-08-26 01:50:00+08:00,79162.3000000000,79191.9000000000,79103.0000000000,79148.2000000000,33.6284000000
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1787684400000,2026-08-26 03:00:00+08:00,79076.0000000000,79147.7000000000,78980.0000000000,78980.0000000000,20.9446000000
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1787690100000,2026-08-26 04:35:00+08:00,78712.2000000000,78740.7000000000,78501.0000000000,78546.0000000000,91.9163000000
1787690400000,2026-08-26 04:40:00+08:00,78546.0000000000,78571.5000000000,78316.3000000000,78426.3000000000,261.7767000000
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1787695200000,2026-08-26 06:00:00+08:00,78530.1000000000,78707.6000000000,78530.1000000000,78687.7000000000,146.2876000000
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1787700300000,2026-08-26 07:25:00+08:00,78634.5000000000,78716.2000000000,78587.5000000000,78694.9000000000,131.1442000000
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1787701200000,2026-08-26 07:40:00+08:00,78603.9000000000,78631.1000000000,78470.0000000000,78557.8000000000,124.4074000000
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1787711400000,2026-08-26 10:30:00+08:00,79190.1000000000,79200.6000000000,79080.0000000000,79145.5000000000,95.9808000000
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1787712000000,2026-08-26 10:40:00+08:00,79146.4000000000,79168.7000000000,79097.0000000000,79111.5000000000,49.8051000000
1787712300000,2026-08-26 10:45:00+08:00,79111.5000000000,79144.7000000000,79056.1000000000,79081.5000000000,58.3919000000
1787712600000,2026-08-26 10:50:00+08:00,79081.5000000000,79089.4000000000,79004.0000000000,79029.0000000000,40.3900000000
1787712900000,2026-08-26 10:55:00+08:00,79029.0000000000,79099.8000000000,79029.0000000000,79073.9000000000,32.9494000000
1787713200000,2026-08-26 11:00:00+08:00,79073.9000000000,79152.1000000000,79027.4000000000,79029.7000000000,78.7434000000
1787713500000,2026-08-26 11:05:00+08:00,79029.7000000000,79077.3000000000,79002.1000000000,79015.6000000000,49.4501000000
1787713800000,2026-08-26 11:10:00+08:00,79015.6000000000,79047.8000000000,79005.6000000000,79007.5000000000,27.8534000000
1787714100000,2026-08-26 11:15:00+08:00,79007.5000000000,79034.6000000000,78947.2000000000,78964.9000000000,73.2097000000
1787714400000,2026-08-26 11:20:00+08:00,78964.9000000000,79084.5000000000,78959.1000000000,79061.9000000000,50.8514000000
1787714700000,2026-08-26 11:25:00+08:00,79061.9000000000,79076.5000000000,78988.8000000000,79008.8000000000,27.5830000000
1787715000000,2026-08-26 11:30:00+08:00,79008.8000000000,79008.8000000000,78855.0000000000,78943.6000000000,72.9228000000
1787715300000,2026-08-26 11:35:00+08:00,78943.6000000000,79089.6000000000,78943.6000000000,79008.1000000000,48.2278000000
1787715600000,2026-08-26 11:40:00+08:00,79008.1000000000,79046.1000000000,78948.7000000000,79026.0000000000,40.9954000000
1787715900000,2026-08-26 11:45:00+08:00,79026.0000000000,79039.8000000000,78907.2000000000,78948.4000000000,47.7514000000
1787716200000,2026-08-26 11:50:00+08:00,78948.4000000000,78997.3000000000,78917.8000000000,78997.3000000000,29.5309000000
1787716500000,2026-08-26 11:55:00+08:00,78997.3000000000,79084.6000000000,78997.3000000000,79052.3000000000,78.9818000000
1787716800000,2026-08-26 12:00:00+08:00,79052.3000000000,79053.2000000000,78929.2000000000,78981.9000000000,58.0942000000
1787717100000,2026-08-26 12:05:00+08:00,78981.9000000000,79118.6000000000,78956.7000000000,79118.6000000000,67.2501000000
1787717400000,2026-08-26 12:10:00+08:00,79118.6000000000,79161.9000000000,78939.0000000000,79009.1000000000,157.5232000000
1787717700000,2026-08-26 12:15:00+08:00,79009.1000000000,79104.7000000000,78942.4000000000,79097.1000000000,51.1681000000
1787718000000,2026-08-26 12:20:00+08:00,79097.1000000000,79104.6000000000,78968.6000000000,79072.7000000000,79.9744000000
1787718300000,2026-08-26 12:25:00+08:00,79072.7000000000,79092.6000000000,78968.8000000000,78981.2000000000,33.8522000000
1787718600000,2026-08-26 12:30:00+08:00,78981.2000000000,79019.7000000000,78865.1000000000,78897.7000000000,87.9345000000
1787718900000,2026-08-26 12:35:00+08:00,78897.7000000000,78976.9000000000,78850.0000000000,78903.9000000000,90.4260000000
1787719200000,2026-08-26 12:40:00+08:00,78903.9000000000,78956.4000000000,78897.4000000000,78934.2000000000,17.6264000000
1787719500000,2026-08-26 12:45:00+08:00,78934.2000000000,78934.2000000000,78740.0000000000,78824.0000000000,127.2294000000
1787719800000,2026-08-26 12:50:00+08:00,78824.0000000000,78874.2000000000,78807.0000000000,78844.0000000000,70.9775000000
1787720100000,2026-08-26 12:55:00+08:00,78844.0000000000,78849.4000000000,78747.4000000000,78794.9000000000,44.3885000000
1787720400000,2026-08-26 13:00:00+08:00,78794.9000000000,78819.5000000000,78725.3000000000,78728.5000000000,71.0507000000
1787720700000,2026-08-26 13:05:00+08:00,78728.5000000000,78772.2000000000,78592.7000000000,78772.0000000000,189.3250000000
1787721000000,2026-08-26 13:10:00+08:00,78772.0000000000,78917.7000000000,78765.0000000000,78859.6000000000,91.9919000000
1787721300000,2026-08-26 13:15:00+08:00,78859.6000000000,78859.6000000000,78711.5000000000,78713.9000000000,60.9451000000
1787721600000,2026-08-26 13:20:00+08:00,78713.9000000000,78986.0000000000,78712.2000000000,78983.3000000000,91.1822000000
1787721900000,2026-08-26 13:25:00+08:00,78983.3000000000,79030.0000000000,78904.4000000000,78983.3000000000,80.5585000000
1787722200000,2026-08-26 13:30:00+08:00,78983.3000000000,79102.0000000000,78935.1000000000,79026.7000000000,128.4107000000
1787722500000,2026-08-26 13:35:00+08:00,79026.7000000000,79045.8000000000,78947.0000000000,79035.9000000000,38.9547000000
1787722800000,2026-08-26 13:40:00+08:00,79035.9000000000,79096.0000000000,79018.0000000000,79076.4000000000,30.8892000000
1787723100000,2026-08-26 13:45:00+08:00,79076.4000000000,79076.4000000000,78994.1000000000,79027.2000000000,86.4666000000
1787723400000,2026-08-26 13:50:00+08:00,79027.2000000000,79032.3000000000,78897.8000000000,78916.3000000000,67.1955000000
1787723700000,2026-08-26 13:55:00+08:00,78916.3000000000,79049.9000000000,78916.2000000000,79046.4000000000,30.3230000000
1787724000000,2026-08-26 14:00:00+08:00,79046.4000000000,79121.8000000000,78973.3000000000,79065.9000000000,83.5112000000
1787724300000,2026-08-26 14:05:00+08:00,79065.9000000000,79171.9000000000,79065.9000000000,79132.5000000000,157.0794000000
1787724600000,2026-08-26 14:10:00+08:00,79132.5000000000,79132.5000000000,78921.7000000000,78965.9000000000,94.3401000000
1787724900000,2026-08-26 14:15:00+08:00,78965.9000000000,79019.1000000000,78839.9000000000,78839.9000000000,54.8586000000
1787725200000,2026-08-26 14:20:00+08:00,78839.9000000000,78970.0000000000,78809.5000000000,78819.9000000000,98.9609000000
1787725500000,2026-08-26 14:25:00+08:00,78819.9000000000,78918.6000000000,78780.8000000000,78861.8000000000,71.3968000000
1787725800000,2026-08-26 14:30:00+08:00,78861.8000000000,78926.3000000000,78816.3000000000,78868.0000000000,64.1381000000
1787726100000,2026-08-26 14:35:00+08:00,78868.0000000000,78905.2000000000,78765.5000000000,78833.5000000000,52.5910000000
1787726400000,2026-08-26 14:40:00+08:00,78833.5000000000,78925.2000000000,78820.9000000000,78897.5000000000,53.5718000000
1787726700000,2026-08-26 14:45:00+08:00,78897.5000000000,78930.7000000000,78817.9000000000,78850.2000000000,50.9823000000
1787727000000,2026-08-26 14:50:00+08:00,78850.2000000000,78893.1000000000,78831.4000000000,78890.6000000000,26.6060000000
1787727300000,2026-08-26 14:55:00+08:00,78890.6000000000,78909.9000000000,78853.5000000000,78902.3000000000,52.3476000000
1787727600000,2026-08-26 15:00:00+08:00,78902.3000000000,78985.7000000000,78818.3000000000,78978.5000000000,85.6009000000
1787727900000,2026-08-26 15:05:00+08:00,78978.5000000000,79054.1000000000,78884.6000000000,78884.7000000000,78.8387000000
1787728200000,2026-08-26 15:10:00+08:00,78884.7000000000,78993.6000000000,78884.7000000000,78950.0000000000,36.8243000000
1787728500000,2026-08-26 15:15:00+08:00,78950.0000000000,78979.0000000000,78914.0000000000,78927.1000000000,21.0304000000
1787728800000,2026-08-26 15:20:00+08:00,78927.1000000000,78973.0000000000,78860.1000000000,78914.0000000000,39.5767000000
1787729100000,2026-08-26 15:25:00+08:00,78914.0000000000,78998.0000000000,78895.7000000000,78900.0000000000,60.4868000000
1787729400000,2026-08-26 15:30:00+08:00,78900.0000000000,78945.2000000000,78843.7000000000,78942.1000000000,56.6650000000
1787729700000,2026-08-26 15:35:00+08:00,78942.1000000000,79014.4000000000,78926.3000000000,78959.5000000000,93.7033000000
1787730000000,2026-08-26 15:40:00+08:00,78959.5000000000,79009.0000000000,78925.0000000000,78952.4000000000,57.1537000000
1787730300000,2026-08-26 15:45:00+08:00,78952.4000000000,78970.0000000000,78915.5000000000,78956.7000000000,11.8312000000
1787730600000,2026-08-26 15:50:00+08:00,78956.7000000000,79014.4000000000,78917.0000000000,78917.0000000000,55.9245000000
1787730900000,2026-08-26 15:55:00+08:00,78917.0000000000,78961.2000000000,78873.5000000000,78881.2000000000,50.1557000000
1787731200000,2026-08-26 16:00:00+08:00,78881.2000000000,78907.1000000000,78803.0000000000,78846.2000000000,45.9262000000
1787731500000,2026-08-26 16:05:00+08:00,78846.2000000000,79049.9000000000,78783.2000000000,79012.9000000000,101.0117000000
1787731800000,2026-08-26 16:10:00+08:00,79012.9000000000,79082.0000000000,78997.0000000000,78999.9000000000,228.3931000000
1787732100000,2026-08-26 16:15:00+08:00,78999.9000000000,79077.8000000000,78944.9000000000,78959.9000000000,46.4662000000
1787732400000,2026-08-26 16:20:00+08:00,78959.9000000000,78969.3000000000,78857.7000000000,78937.4000000000,51.5003000000
1787732700000,2026-08-26 16:25:00+08:00,78937.4000000000,78970.0000000000,78936.5000000000,78944.5000000000,31.2432000000
1787733000000,2026-08-26 16:30:00+08:00,78944.5000000000,78991.3000000000,78874.6000000000,78900.5000000000,25.8756000000
1787733300000,2026-08-26 16:35:00+08:00,78900.5000000000,78913.4000000000,78862.7000000000,78885.8000000000,31.4089000000
1787733600000,2026-08-26 16:40:00+08:00,78885.8000000000,78989.3000000000,78867.7000000000,78963.2000000000,32.1254000000
1787733900000,2026-08-26 16:45:00+08:00,78963.2000000000,78983.9000000000,78878.6000000000,78889.7000000000,27.8783000000
1787734200000,2026-08-26 16:50:00+08:00,78889.7000000000,78912.7000000000,78660.0000000000,78660.0000000000,155.2024000000
1787734500000,2026-08-26 16:55:00+08:00,78660.0000000000,78683.5000000000,78563.8000000000,78676.8000000000,212.0989000000
1787734800000,2026-08-26 17:00:00+08:00,78676.8000000000,78824.4000000000,78629.4000000000,78771.6000000000,223.7944000000
1787735100000,2026-08-26 17:05:00+08:00,78771.6000000000,78840.0000000000,78755.0000000000,78770.5000000000,48.2612000000
1787735400000,2026-08-26 17:10:00+08:00,78770.5000000000,78800.0000000000,78709.3000000000,78733.4000000000,25.3918000000
1787735700000,2026-08-26 17:15:00+08:00,78733.4000000000,78734.8000000000,78384.1000000000,78440.7000000000,360.6579000000
1787736000000,2026-08-26 17:20:00+08:00,78440.7000000000,78499.4000000000,78354.9000000000,78361.6000000000,166.5058000000
1787736300000,2026-08-26 17:25:00+08:00,78361.6000000000,78505.9000000000,78361.6000000000,78494.6000000000,93.7493000000
1787736600000,2026-08-26 17:30:00+08:00,78494.6000000000,78556.1000000000,78430.0000000000,78522.4000000000,78.3202000000
1787736900000,2026-08-26 17:35:00+08:00,78522.4000000000,78539.5000000000,78446.4000000000,78446.4000000000,67.1884000000
1787737200000,2026-08-26 17:40:00+08:00,78446.4000000000,78446.4000000000,78281.0000000000,78281.1000000000,182.1442000000
1787737500000,2026-08-26 17:45:00+08:00,78281.1000000000,78397.3000000000,78202.4000000000,78389.5000000000,181.5272000000
1787737800000,2026-08-26 17:50:00+08:00,78389.5000000000,78467.1000000000,78360.0000000000,78368.4000000000,112.6062000000
1787738100000,2026-08-26 17:55:00+08:00,78368.4000000000,78426.3000000000,78361.8000000000,78411.4000000000,39.2364000000
1787738400000,2026-08-26 18:00:00+08:00,78411.4000000000,78411.4000000000,78250.0000000000,78284.1000000000,65.6537000000
1787738700000,2026-08-26 18:05:00+08:00,78284.1000000000,78359.8000000000,78284.1000000000,78332.7000000000,75.9296000000
1787739000000,2026-08-26 18:10:00+08:00,78332.7000000000,78446.2000000000,78294.9000000000,78395.8000000000,89.4093000000
1787739300000,2026-08-26 18:15:00+08:00,78395.8000000000,78505.5000000000,78389.6000000000,78504.4000000000,75.6829000000
1787739600000,2026-08-26 18:20:00+08:00,78504.4000000000,78550.0000000000,78468.3000000000,78547.1000000000,94.1639000000
1787739900000,2026-08-26 18:25:00+08:00,78547.1000000000,78609.9000000000,78541.0000000000,78589.2000000000,70.0312000000
1787740200000,2026-08-26 18:30:00+08:00,78589.2000000000,78625.9000000000,78529.9000000000,78624.8000000000,79.7706000000
1787740500000,2026-08-26 18:35:00+08:00,78624.8000000000,78780.0000000000,78580.0000000000,78703.8000000000,228.3401000000
1787740800000,2026-08-26 18:40:00+08:00,78703.8000000000,78733.5000000000,78625.0000000000,78694.0000000000,88.9477000000
1787741100000,2026-08-26 18:45:00+08:00,78694.0000000000,78824.5000000000,78661.2000000000,78810.0000000000,154.3668000000
1787741400000,2026-08-26 18:50:00+08:00,78810.0000000000,78852.5000000000,78725.6000000000,78740.3000000000,179.4226000000
1787741700000,2026-08-26 18:55:00+08:00,78740.3000000000,78751.0000000000,78678.4000000000,78685.8000000000,52.5525000000
1787742000000,2026-08-26 19:00:00+08:00,78685.8000000000,78750.0000000000,78643.4000000000,78707.0000000000,79.8646000000
1787742300000,2026-08-26 19:05:00+08:00,78707.0000000000,78730.4000000000,78621.1000000000,78648.3000000000,36.3542000000
1787742600000,2026-08-26 19:10:00+08:00,78648.3000000000,78670.0000000000,78625.0000000000,78669.9000000000,22.1096000000
1787742900000,2026-08-26 19:15:00+08:00,78669.9000000000,78702.0000000000,78610.4000000000,78633.2000000000,36.2911000000
1787743200000,2026-08-26 19:20:00+08:00,78633.2000000000,78670.8000000000,78603.0000000000,78663.8000000000,40.0035000000
1787743500000,2026-08-26 19:25:00+08:00,78663.8000000000,78672.6000000000,78572.8000000000,78585.9000000000,25.7705000000
1787743800000,2026-08-26 19:30:00+08:00,78585.9000000000,78591.9000000000,78522.2000000000,78522.2000000000,53.8830000000
1787744100000,2026-08-26 19:35:00+08:00,78522.2000000000,78582.0000000000,78266.0000000000,78355.4000000000,187.1617000000
1787744400000,2026-08-26 19:40:00+08:00,78355.4000000000,78465.0000000000,78312.1000000000,78440.0000000000,243.7570000000
1787744700000,2026-08-26 19:45:00+08:00,78440.0000000000,78440.1000000000,78336.2000000000,78352.5000000000,78.2868000000
1787745000000,2026-08-26 19:50:00+08:00,78352.5000000000,78510.5000000000,78352.5000000000,78493.4000000000,78.7504000000
1787745300000,2026-08-26 19:55:00+08:00,78493.4000000000,78544.5000000000,78443.3000000000,78448.0000000000,55.3370000000
1787745600000,2026-08-26 20:00:00+08:00,78448.0000000000,78531.4000000000,78425.4000000000,78483.5000000000,62.2794000000
1787745900000,2026-08-26 20:05:00+08:00,78483.5000000000,78483.6000000000,78315.2000000000,78392.2000000000,86.6063000000
1787746200000,2026-08-26 20:10:00+08:00,78392.2000000000,78437.2000000000,78355.4000000000,78360.3000000000,67.8440000000
1787746500000,2026-08-26 20:15:00+08:00,78360.3000000000,78400.0000000000,78252.1000000000,78355.1000000000,76.5651000000
1787746800000,2026-08-26 20:20:00+08:00,78355.1000000000,78557.7000000000,78342.5000000000,78543.7000000000,86.9331000000
1787747100000,2026-08-26 20:25:00+08:00,78543.7000000000,78678.6000000000,78537.5000000000,78669.0000000000,153.3992000000
1787747400000,2026-08-26 20:30:00+08:00,78669.0000000000,78669.0000000000,77890.0000000000,78358.6000000000,1230.3390000000
1787747700000,2026-08-26 20:35:00+08:00,78358.6000000000,78456.0000000000,78130.0000000000,78200.1000000000,286.9540000000
1787748000000,2026-08-26 20:40:00+08:00,78200.1000000000,78346.9000000000,78184.3000000000,78230.1000000000,142.8624000000
1787748300000,2026-08-26 20:45:00+08:00,78230.1000000000,78357.2000000000,78156.5000000000,78284.3000000000,100.3016000000
1787748600000,2026-08-26 20:50:00+08:00,78284.3000000000,78413.6000000000,78242.8000000000,78272.5000000000,105.4312000000
1787748900000,2026-08-26 20:55:00+08:00,78272.5000000000,78398.5000000000,78248.3000000000,78280.1000000000,80.8229000000
1787749200000,2026-08-26 21:00:00+08:00,78280.1000000000,78413.6000000000,78200.2000000000,78200.2000000000,92.6552000000
1787749500000,2026-08-26 21:05:00+08:00,78200.2000000000,78243.7000000000,78032.7000000000,78082.9000000000,193.1806000000
1787749800000,2026-08-26 21:10:00+08:00,78082.9000000000,78130.0000000000,77937.0000000000,78089.0000000000,326.2386000000
1787750100000,2026-08-26 21:15:00+08:00,78089.0000000000,78148.2000000000,78034.1000000000,78105.7000000000,100.9150000000
1787750400000,2026-08-26 21:20:00+08:00,78105.7000000000,78121.5000000000,77954.9000000000,77988.8000000000,142.0080000000
1787750700000,2026-08-26 21:25:00+08:00,77988.8000000000,78037.7000000000,77870.8000000000,78017.0000000000,216.1598000000
1787751000000,2026-08-26 21:30:00+08:00,78017.0000000000,78339.3000000000,78013.7000000000,78294.0000000000,310.0920000000
1787751300000,2026-08-26 21:35:00+08:00,78294.0000000000,78459.1000000000,78230.2000000000,78316.5000000000,347.3683000000
1787751600000,2026-08-26 21:40:00+08:00,78316.5000000000,78456.6000000000,78284.2000000000,78451.5000000000,184.9161000000
1787751900000,2026-08-26 21:45:00+08:00,78451.5000000000,78519.0000000000,78337.9000000000,78338.0000000000,249.2877000000
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1787752500000,2026-08-26 21:55:00+08:00,78180.5000000000,78419.0000000000,78161.3000000000,78404.7000000000,139.6407000000
1787752800000,2026-08-26 22:00:00+08:00,78404.7000000000,78555.0000000000,78246.7000000000,78491.1000000000,265.4979000000
1787753100000,2026-08-26 22:05:00+08:00,78491.1000000000,78567.0000000000,78435.2000000000,78503.7000000000,128.8055000000
1787753400000,2026-08-26 22:10:00+08:00,78503.7000000000,78560.0000000000,78400.1000000000,78416.6000000000,131.0497000000
1787753700000,2026-08-26 22:15:00+08:00,78416.6000000000,78530.0000000000,78395.8000000000,78478.3000000000,83.0235000000
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1787755200000,2026-08-26 22:40:00+08:00,78108.9000000000,78161.3000000000,77900.1000000000,77934.5000000000,369.3246000000
1787755500000,2026-08-26 22:45:00+08:00,77934.5000000000,77981.6000000000,77820.0000000000,77944.8000000000,370.3109000000
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1787756400000,2026-08-26 23:00:00+08:00,77757.4000000000,77845.2000000000,77579.0000000000,77615.9000000000,412.4288000000
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1787758200000,2026-08-26 23:30:00+08:00,78118.1000000000,78138.7000000000,77900.8000000000,77914.0000000000,205.1301000000
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1787759400000,2026-08-26 23:50:00+08:00,78102.5000000000,78111.0000000000,77985.7000000000,78006.4000000000,66.7545000000
1787759700000,2026-08-26 23:55:00+08:00,78006.4000000000,78079.9000000000,77928.8000000000,77973.9000000000,35.3332000000
1787760000000,2026-08-27 00:00:00+08:00,77973.9000000000,78054.9000000000,77933.7000000000,78051.4000000000,107.8949000000
1787760300000,2026-08-27 00:05:00+08:00,78051.4000000000,78129.4000000000,78016.1000000000,78087.7000000000,91.1215000000
1787760600000,2026-08-27 00:10:00+08:00,78087.7000000000,78106.7000000000,78001.5000000000,78037.5000000000,38.5803000000
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1787761500000,2026-08-27 00:25:00+08:00,77988.3000000000,78034.0000000000,77936.5000000000,78017.8000000000,86.6946000000
1787761800000,2026-08-27 00:30:00+08:00,78017.8000000000,78070.0000000000,77964.5000000000,78064.6000000000,34.4515000000
1787762100000,2026-08-27 00:35:00+08:00,78064.6000000000,78111.0000000000,77910.6000000000,77920.3000000000,103.8477000000
1787762400000,2026-08-27 00:40:00+08:00,77920.3000000000,77988.1000000000,77810.0000000000,77832.9000000000,97.1551000000
1787762700000,2026-08-27 00:45:00+08:00,77832.9000000000,78128.0000000000,77832.9000000000,78045.2000000000,118.9647000000
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1787763600000,2026-08-27 01:00:00+08:00,77950.7000000000,78035.0000000000,77950.7000000000,78004.0000000000,30.4488000000
1787763900000,2026-08-27 01:05:00+08:00,78004.0000000000,78089.8000000000,77959.1000000000,78044.8000000000,32.8480000000
1787764200000,2026-08-27 01:10:00+08:00,78044.8000000000,78099.9000000000,78010.8000000000,78092.3000000000,22.2263000000
1787764500000,2026-08-27 01:15:00+08:00,78092.3000000000,78248.0000000000,78092.3000000000,78204.9000000000,172.4044000000
1787764800000,2026-08-27 01:20:00+08:00,78204.9000000000,78315.1000000000,78198.3000000000,78305.2000000000,200.7221000000
1787765100000,2026-08-27 01:25:00+08:00,78305.2000000000,78487.7000000000,78292.4000000000,78477.4000000000,331.1233000000
1787765400000,2026-08-27 01:30:00+08:00,78477.4000000000,78540.1000000000,78448.3000000000,78540.1000000000,202.2856000000
1787765700000,2026-08-27 01:35:00+08:00,78540.1000000000,78543.0000000000,78451.8000000000,78494.6000000000,132.0927000000
1787766000000,2026-08-27 01:40:00+08:00,78494.6000000000,78573.2000000000,78451.9000000000,78471.0000000000,185.6542000000
1787766300000,2026-08-27 01:45:00+08:00,78471.0000000000,78476.0000000000,78319.4000000000,78354.1000000000,94.5572000000
1787766600000,2026-08-27 01:50:00+08:00,78354.1000000000,78428.1000000000,78347.4000000000,78417.7000000000,35.6340000000
1787766900000,2026-08-27 01:55:00+08:00,78417.7000000000,78438.8000000000,78363.6000000000,78400.8000000000,23.3324000000
1787767200000,2026-08-27 02:00:00+08:00,78400.8000000000,78475.0000000000,78348.5000000000,78429.7000000000,53.1710000000
1787767500000,2026-08-27 02:05:00+08:00,78429.7000000000,78493.5000000000,78400.1000000000,78480.4000000000,37.1847000000
1787767800000,2026-08-27 02:10:00+08:00,78480.4000000000,78620.0000000000,78455.3000000000,78529.0000000000,271.8729000000
1787768100000,2026-08-27 02:15:00+08:00,78529.0000000000,78538.1000000000,78450.3000000000,78505.1000000000,44.9452000000
1787768400000,2026-08-27 02:20:00+08:00,78505.1000000000,78564.4000000000,78440.0000000000,78472.0000000000,59.7325000000
1787768700000,2026-08-27 02:25:00+08:00,78472.0000000000,78485.5000000000,78394.0000000000,78428.7000000000,52.6677000000
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1787769300000,2026-08-27 02:35:00+08:00,78383.0000000000,78395.7000000000,78310.9000000000,78349.1000000000,89.9988000000
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1787769900000,2026-08-27 02:45:00+08:00,78259.9000000000,78377.2000000000,78246.5000000000,78363.9000000000,45.4547000000
1787770200000,2026-08-27 02:50:00+08:00,78363.9000000000,78427.0000000000,78351.0000000000,78426.9000000000,26.9203000000
1787770500000,2026-08-27 02:55:00+08:00,78426.9000000000,78464.9000000000,78392.7000000000,78434.2000000000,38.3220000000
1787770800000,2026-08-27 03:00:00+08:00,78434.2000000000,78477.5000000000,78398.9000000000,78411.1000000000,20.6576000000
1787771100000,2026-08-27 03:05:00+08:00,78411.1000000000,78414.3000000000,78349.8000000000,78349.9000000000,15.6368000000
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1787773800000,2026-08-27 03:50:00+08:00,78435.0000000000,78494.7000000000,78404.0000000000,78412.6000000000,50.3773000000
1787774100000,2026-08-27 03:55:00+08:00,78412.6000000000,78455.2000000000,78400.0000000000,78430.0000000000,46.5158000000
1787774400000,2026-08-27 04:00:00+08:00,78430.0000000000,78469.8000000000,78350.4000000000,78460.3000000000,25.2168000000
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1787775300000,2026-08-27 04:15:00+08:00,78374.0000000000,78420.2000000000,78346.5000000000,78365.5000000000,29.7150000000
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1787776200000,2026-08-27 04:30:00+08:00,78360.6000000000,78374.3000000000,78280.6000000000,78299.8000000000,28.7206000000
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1787777400000,2026-08-27 04:50:00+08:00,78350.0000000000,78391.7000000000,78336.5000000000,78391.7000000000,15.3139000000
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1787778000000,2026-08-27 05:00:00+08:00,78411.7000000000,78421.5000000000,78338.9000000000,78365.8000000000,25.8404000000
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1787778600000,2026-08-27 05:10:00+08:00,78580.0000000000,78769.0000000000,78517.1000000000,78748.9000000000,351.8268000000
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1787780400000,2026-08-27 05:40:00+08:00,78740.0000000000,78740.0000000000,78663.7000000000,78682.7000000000,28.9051000000
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1787796000000,2026-08-27 10:00:00+08:00,78858.7000000000,78943.6000000000,78843.8000000000,78895.2000000000,49.7903000000
1787796300000,2026-08-27 10:05:00+08:00,78895.2000000000,78903.9000000000,78870.0000000000,78902.1000000000,28.4467000000
1787796600000,2026-08-27 10:10:00+08:00,78902.1000000000,78908.8000000000,78810.1000000000,78836.4000000000,97.1807000000
1787796900000,2026-08-27 10:15:00+08:00,78836.4000000000,78836.4000000000,78764.7000000000,78791.6000000000,24.1011000000
1787797200000,2026-08-27 10:20:00+08:00,78791.6000000000,78811.0000000000,78702.3000000000,78728.9000000000,37.5462000000
1787797500000,2026-08-27 10:25:00+08:00,78728.9000000000,78737.6000000000,78680.0000000000,78716.8000000000,38.3380000000
1787797800000,2026-08-27 10:30:00+08:00,78716.8000000000,78753.2000000000,78710.4000000000,78747.0000000000,26.9336000000
1787798100000,2026-08-27 10:35:00+08:00,78747.0000000000,78764.1000000000,78700.1000000000,78701.9000000000,51.9578000000
1787798400000,2026-08-27 10:40:00+08:00,78701.9000000000,78705.9000000000,78665.5000000000,78698.9000000000,42.6988000000
1787798700000,2026-08-27 10:45:00+08:00,78698.9000000000,78719.9000000000,78672.9000000000,78712.7000000000,15.7460000000
1787799000000,2026-08-27 10:50:00+08:00,78712.7000000000,78754.8000000000,78691.6000000000,78713.0000000000,25.1115000000
1787799300000,2026-08-27 10:55:00+08:00,78713.0000000000,78719.0000000000,78674.0000000000,78692.5000000000,11.0258000000
1787799600000,2026-08-27 11:00:00+08:00,78692.5000000000,78697.5000000000,78653.1000000000,78684.2000000000,28.2428000000
1787799900000,2026-08-27 11:05:00+08:00,78684.2000000000,78749.4000000000,78676.8000000000,78682.8000000000,20.8605000000
1787800200000,2026-08-27 11:10:00+08:00,78682.8000000000,78708.3000000000,78622.0000000000,78634.3000000000,31.5229000000
1787800500000,2026-08-27 11:15:00+08:00,78634.3000000000,78718.4000000000,78600.0000000000,78718.4000000000,61.7206000000
1787800800000,2026-08-27 11:20:00+08:00,78718.4000000000,78945.0000000000,78680.9000000000,78904.5000000000,131.8768000000
1787801100000,2026-08-27 11:25:00+08:00,78904.5000000000,78904.5000000000,78838.1000000000,78855.3000000000,41.6685000000
1787801400000,2026-08-27 11:30:00+08:00,78855.3000000000,78863.6000000000,78796.0000000000,78819.6000000000,24.8711000000
1787801700000,2026-08-27 11:35:00+08:00,78819.6000000000,78854.7000000000,78805.1000000000,78814.9000000000,22.0021000000
1787802000000,2026-08-27 11:40:00+08:00,78814.9000000000,78887.4000000000,78790.0000000000,78832.4000000000,42.7417000000
1787802300000,2026-08-27 11:45:00+08:00,78832.4000000000,78887.6000000000,78796.7000000000,78802.4000000000,17.7152000000
1787802600000,2026-08-27 11:50:00+08:00,78802.4000000000,78810.0000000000,78731.7000000000,78791.9000000000,86.4311000000
1787802900000,2026-08-27 11:55:00+08:00,78791.9000000000,78796.0000000000,78759.7000000000,78790.3000000000,19.1202000000
1787803200000,2026-08-27 12:00:00+08:00,78790.3000000000,78850.6000000000,78785.2000000000,78815.4000000000,25.4801000000
1787803500000,2026-08-27 12:05:00+08:00,78815.4000000000,78850.7000000000,78752.7000000000,78842.3000000000,23.2050000000
1787803800000,2026-08-27 12:10:00+08:00,78842.3000000000,78842.3000000000,78804.3000000000,78821.4000000000,6.9108000000
1787804100000,2026-08-27 12:15:00+08:00,78821.4000000000,78865.0000000000,78821.3000000000,78835.2000000000,22.2946000000
1787804400000,2026-08-27 12:20:00+08:00,78835.2000000000,78835.2000000000,78781.9000000000,78809.3000000000,19.3332000000
1787804700000,2026-08-27 12:25:00+08:00,78809.3000000000,78809.4000000000,78741.4000000000,78741.4000000000,16.8337000000
1787805000000,2026-08-27 12:30:00+08:00,78741.4000000000,78741.4000000000,78663.5000000000,78671.0000000000,29.0339000000
1787805300000,2026-08-27 12:35:00+08:00,78671.0000000000,78722.0000000000,78651.5000000000,78714.8000000000,78.3678000000
1787805600000,2026-08-27 12:40:00+08:00,78714.8000000000,78779.1000000000,78704.4000000000,78774.0000000000,20.7041000000
1787805900000,2026-08-27 12:45:00+08:00,78774.0000000000,78784.3000000000,78688.4000000000,78702.6000000000,22.2502000000
1787806200000,2026-08-27 12:50:00+08:00,78702.6000000000,78713.5000000000,78668.2000000000,78713.5000000000,22.7120000000
1787806500000,2026-08-27 12:55:00+08:00,78713.5000000000,78749.6000000000,78699.5000000000,78739.0000000000,12.6104000000
1787806800000,2026-08-27 13:00:00+08:00,78739.0000000000,78747.6000000000,78645.0000000000,78645.0000000000,21.5167000000
1787807100000,2026-08-27 13:05:00+08:00,78645.0000000000,78698.2000000000,78622.1000000000,78679.4000000000,29.2609000000
1787807400000,2026-08-27 13:10:00+08:00,78679.4000000000,78689.5000000000,78605.0000000000,78611.8000000000,61.5829000000
1787807700000,2026-08-27 13:15:00+08:00,78611.8000000000,78618.3000000000,78592.0000000000,78605.1000000000,35.0783000000
1787808000000,2026-08-27 13:20:00+08:00,78605.1000000000,78704.1000000000,78605.1000000000,78704.1000000000,36.5485000000
1787808300000,2026-08-27 13:25:00+08:00,78704.1000000000,78769.1000000000,78619.0000000000,78625.9000000000,38.4698000000
1787808600000,2026-08-27 13:30:00+08:00,78625.9000000000,78648.5000000000,78572.0000000000,78601.3000000000,90.7989000000
1787808900000,2026-08-27 13:35:00+08:00,78601.3000000000,78673.6000000000,78555.1000000000,78653.6000000000,85.8788000000
1787809200000,2026-08-27 13:40:00+08:00,78653.6000000000,78765.0000000000,78635.0000000000,78671.5000000000,40.7765000000
1787809500000,2026-08-27 13:45:00+08:00,78671.5000000000,78788.4000000000,78666.6000000000,78788.4000000000,45.8806000000
1787809800000,2026-08-27 13:50:00+08:00,78788.4000000000,78894.3000000000,78787.2000000000,78808.0000000000,122.6430000000
1787810100000,2026-08-27 13:55:00+08:00,78808.0000000000,78873.3000000000,78759.6000000000,78873.2000000000,45.3382000000
1787810400000,2026-08-27 14:00:00+08:00,78873.2000000000,78873.3000000000,78759.7000000000,78759.8000000000,24.7614000000
1787810700000,2026-08-27 14:05:00+08:00,78759.8000000000,78803.3000000000,78759.7000000000,78773.3000000000,12.0204000000
1787811000000,2026-08-27 14:10:00+08:00,78773.3000000000,78773.4000000000,78612.4000000000,78648.9000000000,100.2092000000
1787811300000,2026-08-27 14:15:00+08:00,78648.9000000000,78699.9000000000,78570.2000000000,78693.8000000000,98.5953000000
1787811600000,2026-08-27 14:20:00+08:00,78693.8000000000,78763.0000000000,78629.6000000000,78640.2000000000,53.2610000000
1787811900000,2026-08-27 14:25:00+08:00,78640.2000000000,78658.5000000000,78570.8000000000,78623.2000000000,70.2828000000
1787812200000,2026-08-27 14:30:00+08:00,78623.2000000000,78764.0000000000,78623.1000000000,78717.6000000000,87.8752000000
1787812500000,2026-08-27 14:35:00+08:00,78717.6000000000,78747.2000000000,78704.1000000000,78707.1000000000,17.8573000000
1787812800000,2026-08-27 14:40:00+08:00,78707.1000000000,78747.1000000000,78686.2000000000,78721.9000000000,35.7001000000
1787813100000,2026-08-27 14:45:00+08:00,78721.9000000000,78760.0000000000,78720.0000000000,78758.0000000000,45.3888000000
1787813400000,2026-08-27 14:50:00+08:00,78758.0000000000,78809.0000000000,78738.4000000000,78771.0000000000,76.7994000000
1787813700000,2026-08-27 14:55:00+08:00,78771.0000000000,78812.1000000000,78768.8000000000,78790.0000000000,28.1217000000
1787814000000,2026-08-27 15:00:00+08:00,78790.0000000000,78790.0000000000,78716.0000000000,78756.5000000000,20.4661000000
1787814300000,2026-08-27 15:05:00+08:00,78756.5000000000,78759.8000000000,78727.1000000000,78749.9000000000,13.6587000000
1787814600000,2026-08-27 15:10:00+08:00,78749.9000000000,78830.0000000000,78749.8000000000,78796.0000000000,29.1151000000
1787814900000,2026-08-27 15:15:00+08:00,78796.0000000000,78807.9000000000,78777.7000000000,78785.0000000000,15.6555000000
1787815200000,2026-08-27 15:20:00+08:00,78785.0000000000,78810.0000000000,78741.0000000000,78741.0000000000,19.8535000000
1787815500000,2026-08-27 15:25:00+08:00,78741.0000000000,78777.8000000000,78710.0000000000,78761.4000000000,20.5785000000
1787815800000,2026-08-27 15:30:00+08:00,78761.4000000000,78832.8000000000,78754.2000000000,78824.0000000000,43.1190000000
1787816100000,2026-08-27 15:35:00+08:00,78824.0000000000,78840.3000000000,78791.7000000000,78840.3000000000,39.4355000000
1787816400000,2026-08-27 15:40:00+08:00,78840.3000000000,78842.9000000000,78800.5000000000,78803.8000000000,30.6445000000
1787816700000,2026-08-27 15:45:00+08:00,78803.8000000000,78836.8000000000,78803.8000000000,78826.4000000000,20.7240000000
1787817000000,2026-08-27 15:50:00+08:00,78826.4000000000,79023.0000000000,78826.4000000000,78996.7000000000,212.8040000000
1787817300000,2026-08-27 15:55:00+08:00,78996.7000000000,79067.0000000000,78994.8000000000,79041.0000000000,113.7705000000
1787817600000,2026-08-27 16:00:00+08:00,79041.0000000000,79495.2000000000,79005.8000000000,79402.6000000000,797.5790000000
1787817900000,2026-08-27 16:05:00+08:00,79402.6000000000,79740.0000000000,79243.3000000000,79720.9000000000,843.9640000000
1787818200000,2026-08-27 16:10:00+08:00,79720.9000000000,79850.0000000000,79507.9000000000,79600.0000000000,671.5341000000
1787818500000,2026-08-27 16:15:00+08:00,79600.0000000000,79616.0000000000,79448.5000000000,79483.6000000000,221.1667000000
1787818800000,2026-08-27 16:20:00+08:00,79483.6000000000,79586.3000000000,79408.1000000000,79553.1000000000,232.0833000000
1787819100000,2026-08-27 16:25:00+08:00,79553.1000000000,79712.3000000000,79553.0000000000,79712.1000000000,238.2932000000
1787819400000,2026-08-27 16:30:00+08:00,79712.1000000000,79854.9000000000,79712.1000000000,79821.7000000000,357.4381000000
1787819700000,2026-08-27 16:35:00+08:00,79821.7000000000,79821.8000000000,79681.0000000000,79747.9000000000,130.5200000000
1787820000000,2026-08-27 16:40:00+08:00,79747.9000000000,79973.0000000000,79715.2000000000,79883.8000000000,397.2666000000
1787820300000,2026-08-27 16:45:00+08:00,79883.8000000000,79997.0000000000,79761.1000000000,79761.1000000000,339.0071000000
1787820600000,2026-08-27 16:50:00+08:00,79761.1000000000,79840.0000000000,79728.6000000000,79743.9000000000,143.8301000000
1787820900000,2026-08-27 16:55:00+08:00,79743.9000000000,79750.0000000000,79654.0000000000,79725.3000000000,123.1835000000
1787821200000,2026-08-27 17:00:00+08:00,79725.3000000000,79795.4000000000,79638.3000000000,79709.2000000000,103.6513000000
1787821500000,2026-08-27 17:05:00+08:00,79709.2000000000,79816.0000000000,79673.0000000000,79758.2000000000,134.2023000000
1787821800000,2026-08-27 17:10:00+08:00,79758.2000000000,79846.1000000000,79758.2000000000,79843.6000000000,69.8913000000
1787822100000,2026-08-27 17:15:00+08:00,79843.6000000000,79965.5000000000,79751.8000000000,79964.8000000000,174.1007000000
1787822400000,2026-08-27 17:20:00+08:00,79964.8000000000,80072.1000000000,79948.4000000000,80056.2000000000,393.5386000000
1787822700000,2026-08-27 17:25:00+08:00,80056.2000000000,80481.0000000000,80056.2000000000,80463.7000000000,1059.4839000000
1787823000000,2026-08-27 17:30:00+08:00,80463.7000000000,80500.0000000000,80175.6000000000,80178.1000000000,541.7684000000
1787823300000,2026-08-27 17:35:00+08:00,80178.1000000000,80289.4000000000,80162.2000000000,80245.0000000000,124.4270000000
1787823600000,2026-08-27 17:40:00+08:00,80245.0000000000,80291.7000000000,80165.8000000000,80212.3000000000,108.6986000000
1787823900000,2026-08-27 17:45:00+08:00,80212.3000000000,80246.2000000000,80157.9000000000,80157.9000000000,61.5374000000
1787824200000,2026-08-27 17:50:00+08:00,80157.9000000000,80165.0000000000,80011.9000000000,80032.1000000000,259.0945000000
1787824500000,2026-08-27 17:55:00+08:00,80032.1000000000,80032.2000000000,79874.0000000000,79956.3000000000,208.0246000000
1787824800000,2026-08-27 18:00:00+08:00,79956.3000000000,80032.2000000000,79880.2000000000,80032.1000000000,109.2778000000
1787825100000,2026-08-27 18:05:00+08:00,80032.1000000000,80126.6000000000,80020.1000000000,80125.6000000000,107.7835000000
1787825400000,2026-08-27 18:10:00+08:00,80125.6000000000,80129.3000000000,79761.6000000000,79900.9000000000,249.0507000000
1787825700000,2026-08-27 18:15:00+08:00,79900.9000000000,79952.0000000000,79796.9000000000,79922.1000000000,105.4968000000
1787826000000,2026-08-27 18:20:00+08:00,79922.1000000000,79984.0000000000,79727.2000000000,79771.1000000000,202.7463000000
1787826300000,2026-08-27 18:25:00+08:00,79771.1000000000,79771.1000000000,79288.1000000000,79628.8000000000,733.9067000000
1787826600000,2026-08-27 18:30:00+08:00,79628.8000000000,79646.3000000000,79494.0000000000,79575.6000000000,162.3353000000
1787826900000,2026-08-27 18:35:00+08:00,79575.6000000000,79617.3000000000,79325.2000000000,79423.5000000000,276.2298000000
1787827200000,2026-08-27 18:40:00+08:00,79423.5000000000,79620.7000000000,79417.0000000000,79575.7000000000,142.2188000000
1787827500000,2026-08-27 18:45:00+08:00,79575.7000000000,79590.3000000000,79460.0000000000,79488.1000000000,86.6883000000
1787827800000,2026-08-27 18:50:00+08:00,79488.1000000000,79599.9000000000,79468.6000000000,79558.6000000000,72.8194000000
1787828100000,2026-08-27 18:55:00+08:00,79558.6000000000,79596.5000000000,79506.4000000000,79596.5000000000,109.7163000000
1787828400000,2026-08-27 19:00:00+08:00,79596.5000000000,79696.4000000000,79523.1000000000,79672.9000000000,111.3412000000
1787828700000,2026-08-27 19:05:00+08:00,79672.9000000000,79688.4000000000,79596.2000000000,79643.3000000000,45.2699000000
1787829000000,2026-08-27 19:10:00+08:00,79643.3000000000,79729.8000000000,79608.0000000000,79729.8000000000,136.6658000000
1787829300000,2026-08-27 19:15:00+08:00,79729.8000000000,79734.9000000000,79600.0000000000,79650.0000000000,130.3000000000
1787829600000,2026-08-27 19:20:00+08:00,79650.0000000000,79747.2000000000,79645.0000000000,79713.5000000000,84.6274000000
1787829900000,2026-08-27 19:25:00+08:00,79713.5000000000,79720.0000000000,79441.2000000000,79482.5000000000,192.6247000000
1787830200000,2026-08-27 19:30:00+08:00,79482.5000000000,79531.0000000000,79342.6000000000,79482.1000000000,148.1555000000
1787830500000,2026-08-27 19:35:00+08:00,79482.1000000000,79502.1000000000,79350.0000000000,79355.1000000000,104.4156000000
1787830800000,2026-08-27 19:40:00+08:00,79355.1000000000,79412.0000000000,79350.0000000000,79393.7000000000,76.6206000000
1787831100000,2026-08-27 19:45:00+08:00,79393.7000000000,79436.4000000000,79343.5000000000,79343.6000000000,47.1925000000
1787831400000,2026-08-27 19:50:00+08:00,79343.6000000000,79452.1000000000,79120.0000000000,79449.8000000000,393.6959000000
1787831700000,2026-08-27 19:55:00+08:00,79449.8000000000,79468.6000000000,79428.4000000000,79441.1000000000,54.1040000000
1787832000000,2026-08-27 20:00:00+08:00,79441.1000000000,79492.6000000000,79384.9000000000,79397.8000000000,70.5894000000
1787832300000,2026-08-27 20:05:00+08:00,79397.8000000000,79421.2000000000,79330.6000000000,79412.4000000000,126.5985000000
1787832600000,2026-08-27 20:10:00+08:00,79412.4000000000,79518.0000000000,79405.4000000000,79455.7000000000,67.2628000000
1787832900000,2026-08-27 20:15:00+08:00,79455.7000000000,79512.5000000000,79353.0000000000,79365.2000000000,59.2719000000
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