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15 changes: 15 additions & 0 deletions tests/rootfile/test_lawful_collapse_universe.py
Original file line number Diff line number Diff line change
Expand Up @@ -103,6 +103,21 @@ def test_field_tensor_is_deterministic():
assert first["field_energy"] > 0


def test_field_tensor_accepts_canonical_bar_list():
market_state = {
"ohlcv": [
{"high": 1.1010, "low": 1.0990, "close": 1.1000},
{"high": 1.1020, "low": 1.1000, "close": 1.1015},
],
"microstructure": {"mid": 1.1015},
}

tensor = compute_maxwell_tensor(market_state, {"phi": 0.2})

assert tensor["electric_impulse"] > 0
assert tensor["field_energy"] > 0


def test_causal_violation_marks_field_inadmissible():
tensor = {"magnetic_liquidity": 0.00001, "electric_impulse": 0.00001}
result = check_causal_reach({"entry": 1.0, "target": 2.0}, tensor)
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22 changes: 18 additions & 4 deletions trading/fields/maxwell_tensor.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,21 +2,35 @@

from __future__ import annotations

from typing import Dict, Iterable
from typing import Any, Dict, Iterable


def _last(values: Iterable[float], default: float = 0.0) -> float:
seq = list(values or [])
return float(seq[-1]) if seq else default


def _series(ohlcv: Any, key: str) -> list[float]:
if isinstance(ohlcv, dict):
values = ohlcv.get(key, [])
elif isinstance(ohlcv, list):
values = [
item.get(key)
for item in ohlcv
if isinstance(item, dict)
]
else:
values = []
return [float(value) for value in values if value is not None]


def compute_maxwell_tensor(market_state: Dict, geometry_data: Dict) -> Dict[str, float]:
"""Compute a compact field tensor from OHLCV, microstructure, and geometry."""
ohlcv = market_state.get("ohlcv", {}) if isinstance(market_state, dict) else {}
micro = market_state.get("microstructure", {}) if isinstance(market_state, dict) else {}
close = [float(value) for value in ohlcv.get("close", []) if value is not None]
high = [float(value) for value in ohlcv.get("high", []) if value is not None]
low = [float(value) for value in ohlcv.get("low", []) if value is not None]
close = _series(ohlcv, "close")
high = _series(ohlcv, "high")
low = _series(ohlcv, "low")

latest_close = _last(close, float(micro.get("mid", 0.0) or 0.0))
prev_close = close[-2] if len(close) >= 2 else latest_close
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