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)
This commit is contained in:
kingchenc
2026-06-01 19:45:38 +02:00
committed by GitHub
parent b5d9e47a2e
commit 4f11df0e33
25 changed files with 1898 additions and 39 deletions
+35
View File
@@ -139,6 +139,7 @@ def test_orderbook_lifecycle():
ta.OrderBookImbalanceFull(),
ta.Microprice(),
ta.QuotedSpread(),
ta.DepthSlope(),
]:
assert ind.warmup_period() == 1
assert not ind.is_ready()
@@ -172,3 +173,37 @@ def test_trade_imbalance_lifecycle_and_repr():
ti.reset()
assert not ti.is_ready()
assert repr(ta.TradeImbalance(4)) == "TradeImbalance(window=4)"
def test_effective_spread_lifecycle():
es = ta.EffectiveSpread()
assert es.warmup_period() == 1
assert not es.is_ready()
es.update(100.05, 1.0, True, 100.0)
assert es.is_ready()
es.reset()
assert not es.is_ready()
def test_realized_spread_lifecycle_and_repr():
rs = ta.RealizedSpread(3)
assert rs.warmup_period() == 4
assert not rs.is_ready()
for _ in range(4):
rs.update(100.0, 1.0, True, 100.0)
assert rs.is_ready()
rs.reset()
assert not rs.is_ready()
assert repr(ta.RealizedSpread(5)) == "RealizedSpread(horizon=5)"
def test_kyles_lambda_lifecycle_and_repr():
kl = ta.KylesLambda(3)
assert kl.warmup_period() == 4
assert not kl.is_ready()
for i in range(4):
kl.update(100.0 + i, 1.0 + (i % 2), i % 2 == 0, 100.0 + i)
assert kl.is_ready()
kl.reset()
assert not kl.is_ready()
assert repr(ta.KylesLambda(7)) == "KylesLambda(window=7)"