feat: microstructure price-impact & depth indicators (part 3 of 4) (#122)
* feat: effective spread microstructure indicator (part 3 of 4) * feat: realized spread microstructure indicator (part 3 of 4) * feat: kyle's lambda microstructure indicator (part 3 of 4) * feat: depth slope microstructure indicator (part 3 of 4)
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@@ -139,6 +139,7 @@ def test_orderbook_lifecycle():
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ta.OrderBookImbalanceFull(),
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ta.Microprice(),
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ta.QuotedSpread(),
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ta.DepthSlope(),
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]:
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assert ind.warmup_period() == 1
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assert not ind.is_ready()
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@@ -172,3 +173,37 @@ def test_trade_imbalance_lifecycle_and_repr():
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ti.reset()
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assert not ti.is_ready()
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assert repr(ta.TradeImbalance(4)) == "TradeImbalance(window=4)"
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def test_effective_spread_lifecycle():
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es = ta.EffectiveSpread()
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assert es.warmup_period() == 1
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assert not es.is_ready()
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es.update(100.05, 1.0, True, 100.0)
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assert es.is_ready()
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es.reset()
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assert not es.is_ready()
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def test_realized_spread_lifecycle_and_repr():
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rs = ta.RealizedSpread(3)
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assert rs.warmup_period() == 4
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assert not rs.is_ready()
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for _ in range(4):
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rs.update(100.0, 1.0, True, 100.0)
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assert rs.is_ready()
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rs.reset()
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assert not rs.is_ready()
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assert repr(ta.RealizedSpread(5)) == "RealizedSpread(horizon=5)"
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def test_kyles_lambda_lifecycle_and_repr():
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kl = ta.KylesLambda(3)
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assert kl.warmup_period() == 4
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assert not kl.is_ready()
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for i in range(4):
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kl.update(100.0 + i, 1.0 + (i % 2), i % 2 == 0, 100.0 + i)
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assert kl.is_ready()
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kl.reset()
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assert not kl.is_ready()
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assert repr(ta.KylesLambda(7)) == "KylesLambda(window=7)"
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