{
  "key": "thr-mix2",
  "base": "mix:MixPolicy quote=0 floor=0.00001 qm=qm_k1e-5.json thr=0.5",
  "settings_tried": [
    {
      "setting": 0.5,
      "n": 256,
      "mean_diff": 0,
      "se": 0
    },
    {
      "setting": 0.6,
      "n": 256,
      "mean_diff": 0.1322,
      "se": 0.0176
    },
    {
      "setting": 0.7,
      "n": 256,
      "mean_diff": 0.227,
      "se": 0.0239
    },
    {
      "setting": 0.8,
      "n": 256,
      "mean_diff": 0.2964,
      "se": 0.0276
    },
    {
      "setting": 0.85,
      "n": 256,
      "mean_diff": 0.305,
      "se": 0.0286
    },
    {
      "setting": 0.9,
      "n": 256,
      "mean_diff": 0.3229,
      "se": 0.0308
    },
    {
      "setting": 0.95,
      "n": 256,
      "mean_diff": 0.3009,
      "se": 0.0318
    },
    {
      "setting": 0.99,
      "n": 256,
      "mean_diff": 0.2643,
      "se": 0.0376
    }
  ],
  "thr": 0.9,
  "confirm_paired": {
    "n": 256,
    "mean_diff": 0.3022,
    "se": 0.0269
  },
  "holdout_vs_base": {
    "n": 2048,
    "mean_diff": 0.3275222976749548,
    "se": 0.010430608348627678,
    "sum": 670.7656656383074,
    "sumsq": 675.7980636646608,
    "worst5": [
      [
        11702,
        -1.4578669020720554
      ],
      [
        10519,
        -1.4371106796442064
      ],
      [
        10942,
        -1.3484676881435007
      ],
      [
        10102,
        -1.3415419158150144
      ],
      [
        11487,
        -1.3165900612470978
      ]
    ]
  },
  "holdout_vs_gauss_qm": {
    "n": 2048,
    "mean_diff": 0.7553763199407953,
    "se": 0.012854250510081074,
    "sum": 1547.0107032387489,
    "sumsq": 1861.2690731405437,
    "worst5": [
      [
        11701,
        -1.9992657018621003
      ],
      [
        11555,
        -1.7575801557870818
      ],
      [
        10401,
        -1.6564269194507233
      ],
      [
        10146,
        -1.4139119412294576
      ],
      [
        12005,
        -1.3449211036543147
      ]
    ]
  },
  "holdout_vs_lattice_qm": {
    "n": 2048,
    "mean_diff": 0.26047577915764164,
    "se": 0.011536311389455687,
    "sum": 533.4543957148501,
    "sumsq": 696.8845456569371,
    "worst5": [
      [
        11487,
        -2.1356424873414426
      ],
      [
        10942,
        -1.7946974553228756
      ],
      [
        10982,
        -1.4287363961871051
      ],
      [
        11950,
        -1.2002796876296316
      ],
      [
        11541,
        -1.1945453686923884
      ]
    ]
  },
  "misread_rate": {
    "base": 0.16377756581321656,
    "mine": 0.2908919100501371
  },
  "price_error_bps": {
    "base": 13.747042143369834,
    "mine": 13.36738749395204
  },
  "gas_estimate": {
    "extra_storage_slots": 0,
    "extra_comparisons": 0,
    "estimated_incremental_gas": 0
  },
  "code_zb64": "mix.py                                                                                              0000600 0001742 0001732 00000014211 15274532577 007156  0                                                                                                    ustar                                                                                                                                                                                                                                                          """Two-Gaussian mixture price belief (arb branch / retail branch) on top of real.RealPolicy. afterSwap inputs only.

Options: qm=<tables> soft=1 floor=0.005 (collapse when a branch weight < floor) quote=0|1 (0 moment-matched Gaussian,
1 pi^g log-blend of per-component quotes) bw=1.5 (blend exponent) persist=1 (0 collapses to one Gaussian at once = real.py).
"""
import math
from real import RealPolicy, SIG2, G2, RHO, LD_M, LD_S, phi, trunc
import replica2 as R


def moments(comps):
    if len(comps) == 1:
        return comps[0][1], comps[0][2]
    m = sum(w * mi for w, mi, _ in comps)
    v = sum(w * (vi + (mi - m) ** 2) for w, mi, vi in comps)
    return m, v


class MixPolicy(RealPolicy):
    def __init__(self, T, opt=None):
        opt = dict(opt or {})
        opt['soft'] = 1
        RealPolicy.__init__(self, T, opt)
        self.comps = [(1.0, self.m, 0.0)]
        self.floor = opt.get('floor', 0.005)
        self.quote = int(opt.get('quote', 0))
        self.bw = opt.get('bw', 1.5)
        self.persist = int(opt.get('persist', 1))
        self.fsil = int(opt.get('fsil', 1))      # weight components by silent-step mass
        self.thr = float(opt.get('thr', 0.5))

    def on_trade(self, is_buy, ax, ay, t, x, y):
        s = y / x
        dt = t - self.tlast
        is_arb = False
        s2prev = self.s2h
        self.first = dt >= 1
        mixfirst = False
        if dt >= 1:
            self.cnt = 0
            lo = math.log(self.sp * (1.0 - self.fb)); hi = math.log(self.sp / (1.0 - self.fa))
            cs = []
            for (w, m, v) in self.comps:
                for _ in range(min(dt - 1, 12)):
                    v += SIG2
                    Z, m, v = trunc(m, v, lo, hi)
                    if self.fsil: w *= max(Z, 1e-300)
                cs.append((w, m, v + SIG2))
            tot = sum(c[0] for c in cs)
            if tot <= 0.0: cs = [(1.0, c[1], c[2]) for c in cs[:1]]; tot = 1.0
            cs = [(w / tot, m, v) for w, m, v in cs]
            lp = math.log(s * (1.0 - self.fb)) if is_buy else math.log(s / (1.0 - self.fa))
            d = max(abs(math.log(s / self.sp)), 1e-9)
            fd = RHO * phi((math.log(d) - LD_M) / LD_S) / (d * LD_S)
            la = 0.0; rw = []
            for (w, m, v) in cs:
                sd = math.sqrt(v)
                la += w * phi((lp - m) / sd) / sd
                Z, mt, vt = trunc(m, v, lo, hi)
                rw.append((w * Z * fd, mt, vt))
            lr = sum(r[0] for r in rw)
            pi = la / (la + lr) if (la + lr) > 0 else 0.0
            if lr > 0:
                mt = sum(r[0] * r[1] for r in rw) / lr
                vt = sum(r[0] * (r[2] + (r[1] - mt) ** 2) for r in rw) / lr
            else:
                mt, vt = rw[0][1], rw[0][2]
            is_arb = pi > self.thr
            fl = self.floor
            if pi >= 1.0 - fl or lr <= 0:
                self.comps = [(1.0, lp, 0.0)]
            elif pi <= fl:
                self.comps = [(1.0, mt, vt)]
            else:
                self.comps = [(pi, lp, 0.0), (1.0 - pi, mt, vt)]
                if not self.persist:
                    m2, v2 = moments(self.comps); self.comps = [(1.0, m2, v2)]
            if len(self.comps) == 2 and 0.001 < pi < 0.999: mixfirst = (pi, lp, mt, vt)
            self.m, self.v = moments(self.comps)
            pe = math.exp(self.m)
            if self.s2h < pe * G2: self.s2h = pe * G2
            elif self.s2h > pe / G2: self.s2h = pe / G2
            self.synced = False
        if not is_arb:
            if is_buy:
                cand = s * (1.0 - self.fb) / G2
                if cand < self.s2h: self.s2h = cand; self.synced = True
            else:
                cand = s * G2 / (1.0 - self.fa)
                if cand > self.s2h: self.s2h = cand; self.synced = True
            self.cnt += 1
            phs = 1 if self.cnt <= 1 else 2
        else:
            phs = 0
        self.is_arb = is_arb
        oldfb, oldfa = self.fb, self.fa
        self.tlast = t; self.sp = s
        if self.quote and len(self.comps) == 2:
            fb, fa = self.blend(s, is_buy, s2prev, mixfirst, phs, oldfb, oldfa)
        else:
            w = (math.log(s) - self.m) * 1e4; w2 = (math.log(self.s2h) - self.m) * 1e4
            fb, fa = self.lookup(w, w2, phs, math.sqrt(self.v) * 1e4)
        self.fb, self.fa = R.clampf(fb), R.clampf(fa)
        return fb, fa

    def _q(self, m, v, phs, s, s2, synced):
        keep = self.synced; self.synced = synced
        try:
            w = (math.log(s) - m) * 1e4; w2 = (math.log(s2) - m) * 1e4
            fb, fa = self.lookup(w, w2, phs, math.sqrt(max(v, 0.0)) * 1e4)
        finally:
            self.synced = keep
        fb, fa = R.clampf(fb), R.clampf(fa)
        return math.log(s * (1.0 - fb)), math.log(s / (1.0 - fa))

    def blend(self, s, is_buy, s2prev, first, phs, oldfb, oldfa):
        (wa, ma, va), (wr, mr, vr) = self.comps
        if first:   # first trade of the step: each branch with its own hypothetical rival and phase (as gb.py)
            outs = []
            for (m, v, ph, retail) in ((ma, va, 0, False), (mr, vr, 1, True)):
                pe = math.exp(m); s2 = s2prev
                if s2 < pe * G2: s2 = pe * G2
                elif s2 > pe / G2: s2 = pe / G2
                sy = False
                if retail:
                    if is_buy:
                        c = s * (1.0 - oldfb) / G2
                        if c < s2: s2 = c; sy = True
                    else:
                        c = s * G2 / (1.0 - oldfa)
                        if c > s2: s2 = c; sy = True
                outs.append(self._q(m, v, ph, s, s2, sy))
        else:
            outs = []
            for (m, v) in ((ma, va), (mr, vr)):
                pe = math.exp(m); s2 = self.s2h
                if s2 < pe * G2: s2 = pe * G2
                elif s2 > pe / G2: s2 = pe / G2
                outs.append(self._q(m, v, phs, s, s2, self.synced))
        g = self.bw
        pa = wa ** g; pr = wr ** g
        wA = pa / (pa + pr)
        lb = wA * outs[0][0] + (1 - wA) * outs[1][0]
        la = wA * outs[0][1] + (1 - wA) * outs[1][1]
        ls = math.log(s)
        fb = 1.0 - math.exp(lb - ls) if lb < ls else 0.0
        fa = 1.0 - math.exp(ls - la) if la > ls else 0.0
        return fb, fa
                                                                                                                                                                                                                                                                                                                                                                                       README.md                                                                                           0000600 0001742 0001732 00000002003 15274531340 007245  0                                                                                                    ustar                                                                                                                                                                                                                                                          # mix.py: two-Gaussian mixture price belief (mix:MixPolicy)
Put beside run.py/real.py/replica2.py of the pinned solved folder (raw.githubusercontent.com/gtmcknight/amm-sim/e65314f88de945f6d055bfc2aab01c482ab6570e/research/solved). stdlib only.
State: components (weight, mean, var). After a first trade of a step: arb component (pi, lp, 0) and retail component (1-pi, moment-matched truncated prior); both are kept across steps. Each component is propagated as real.py does (sigma^2 per step, truncation to the no-arb interval on silent steps; its weight is multiplied by the truncation mass). Collapse to one Gaussian when a weight < floor. Quote from the moment-matched single Gaussian (quote=0), tables, rival and flag classifier as real.py.
Frozen setting: quote=0 floor=0.00001 qm=qm_k1e-5.json. persist=0 reproduces real.py (diff 0.0001 on tuning).
quote=1 is the pi^bw log-blend of per-component quotes (worse here).
Run: PROCS=4 python3 -I run.py mix:MixPolicy 60000 256 out.json qm=qm_k1e-5.json quote=0 floor=0.00001
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             ",
  "code_sha256": "c98cc693dfd5ede9fe3a292d12cb7c9120e7fdd137f4e0e3fa6f21ded3c29716",
  "notes": "Frozen threshold is the best tuning point. The threshold changes only the is_arb phase classification; posterior belief, component weights, and quote blend are unchanged. thr=0.5 exactly reproduced the base on 8 checked seeds. Replica-only Track B has no measured EVM implementation; gas_estimate is incremental relative to the base classifier (one comparison remains, so 0 estimated delta)."
}