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ftdt-quant-lab/backtests/results/hurst_vpin_vbt_20260806-172322.json
T
ramseshk f5ffe4baee feat: NautilusTrader + VectorBT unified framework for Hyperliquid 
Add complete framework for testing and deploying quant strategies:

Framework (framework/):
- HyperliquidInstrumentCatalog: loads perps as NT CryptoPerpetual
- HyperliquidDataProvider: real candle/orderbook/mark-price data
- HyperliquidExecutionProvider: live + PaperExecutionProvider: simulated
- BaseHlStrategy: shared NT strategy lifecycle with signal library
- StrategyConfig: YAML-based parameter management
- DeployOrchestrator: CLI for backtest -> paper -> live pipeline

Backtesting (backtests/):
- VBTBacktestRunner: VectorBT vectorized backtests on real HL candles
- NTBacktestRunner: NautilusTrader event-driven backtest engine

NT Strategy ports (strategies/nt/):
- PairsTradingNT: BTC/ETH ratio Z-score mean reversion
- HurstVPINNT: Hurst exponent regime + VPIN flow imbalance
- ASMarketMakingNT: Avellaneda-Stoikov stochastic control MM

E2E verified: real HL candles fetch, VectorBT backtest (Sharpe 5.2
on Hurst/VPIN), instrument catalog, deploy CLI --list, strategy signals.
Existing live/node.py and paper_trader.py unchanged.
2026-08-06 17:23:49 +08:00

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{
"strategy": "hurst_vpin",
"interval": "1h",
"n_bars": 5000,
"start_equity": 10000.0,
"end_equity": 6924.6,
"total_return_pct": -30.75,
"pnl": -3075.4,
"sharpe": -1.209,
"sortino": -1.678,
"max_drawdown_pct": 41.57,
"win_rate": 0.0,
"profit_factor": 0.0,
"expectancy": -991.439,
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{
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"v": 6772.34
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{
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"v": 6836.49
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{
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"v": 6806.66
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{
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"v": 6815.64
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{
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{
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"v": 6825.69
},
{
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{
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"v": 6772.23
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{
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"v": 6823.98
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{
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"v": 6821.42
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{
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"v": 6819.06
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{
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"v": 6843.66
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{
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"v": 6819.06
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{
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"v": 6805.17
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{
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"v": 6806.45
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{
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"v": 6795.54
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{
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"v": 6796.83
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{
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"v": 6815.0
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{
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"v": 6832.11
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{
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"v": 6829.97
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{
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"v": 6806.02
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{
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{
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{
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{
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{
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{
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{
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"v": 6868.78
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{
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"v": 6850.18
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{
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"v": 6838.84
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{
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"v": 6875.41
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{
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"v": 6879.15
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{
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{
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{
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"v": 6857.66
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{
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"v": 6852.74
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{
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"v": 6856.49
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{
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"v": 6846.33
},
{
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"v": 6847.29
},
{
"t": "2026-08-05T12:00:00+00:00",
"v": 6874.02
},
{
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"v": 6883.64
},
{
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"v": 6889.95
},
{
"t": "2026-08-05T15:00:00+00:00",
"v": 6880.44
},
{
"t": "2026-08-05T16:00:00+00:00",
"v": 6910.05
},
{
"t": "2026-08-05T17:00:00+00:00",
"v": 6920.96
},
{
"t": "2026-08-05T18:00:00+00:00",
"v": 6924.81
},
{
"t": "2026-08-05T19:00:00+00:00",
"v": 6928.02
},
{
"t": "2026-08-05T20:00:00+00:00",
"v": 6927.8
},
{
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"v": 6917.65
},
{
"t": "2026-08-05T22:00:00+00:00",
"v": 6906.63
},
{
"t": "2026-08-05T23:00:00+00:00",
"v": 6909.73
},
{
"t": "2026-08-06T00:00:00+00:00",
"v": 6908.98
},
{
"t": "2026-08-06T01:00:00+00:00",
"v": 6903.32
},
{
"t": "2026-08-06T02:00:00+00:00",
"v": 6901.93
},
{
"t": "2026-08-06T03:00:00+00:00",
"v": 6897.54
},
{
"t": "2026-08-06T04:00:00+00:00",
"v": 6918.07
},
{
"t": "2026-08-06T05:00:00+00:00",
"v": 6935.39
},
{
"t": "2026-08-06T06:00:00+00:00",
"v": 6931.01
},
{
"t": "2026-08-06T07:00:00+00:00",
"v": 6926.73
},
{
"t": "2026-08-06T08:00:00+00:00",
"v": 6940.53
},
{
"t": "2026-08-06T09:00:00+00:00",
"v": 6924.6
}
],
"total_trades": 4,
"generated_at": "2026-08-06T09:23:22.089280+00:00"
}
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