"""
Fuzz testing — random state/action sequences through CWM.

Verifies CWM never crashes, always produces valid outputs,
and preserves invariants under random stress.
"""
import random
import math
import pytest
from malkhut.state import (
    AccountState, FulfilmentPolicyParams, IntentKind, MarketWorldState,
    Mode, OpenOrderState, OrderBookState, PriceLevel, PositionState,
    Side, TradePathState, VenueRules,
)
from malkhut.cwm.core import MinimalCryptoLOBCWM
from malkhut.actions import ActionKind, FulfilmentAction, OrderType


def _venue():
    return VenueRules(
        exchange="bingx", symbol="BTCUSDT", tick_size=0.1, lot_size=0.001,
        min_qty=0.001, min_notional=5.0, maker_fee_bps=-0.2, taker_fee_bps=0.5,
        post_only_supported=True, reduce_only_supported=True,
        max_orders_per_second=100, max_cancels_per_minute=120,
    )


def _random_book(rng):
    bid = rng.uniform(100.0, 100000.0)
    ask = bid + rng.uniform(0.1, 100.0)
    return OrderBookState(
        ts_ns=rng.randint(1, 2**62), symbol="BTCUSDT",
        bids=(PriceLevel(bid, rng.uniform(0.001, 10.0)),),
        asks=(PriceLevel(ask, rng.uniform(0.001, 10.0)),),
    )


def _random_action(rng):
    kind = rng.choice(list(ActionKind))
    side = rng.choice([Side.BUY, Side.SELL, None])
    ot = rng.choice(list(OrderType))
    offset = rng.randint(-20, 20)
    frac = rng.uniform(0.0, 1.0)
    ttl = rng.randint(0, 5000)
    cancel_id = f"r_{rng.randint(0, 1000)}" if kind in (ActionKind.CANCEL, ActionKind.CANCEL_REPLACE) else None
    return FulfilmentAction(
        kind=kind, side=side, order_type=ot,
        price_ticks_from_best=offset, qty_fraction=frac, ttl_ms=ttl,
        cancel_order_id=cancel_id,
    )


def _random_state(rng):
    book = _random_book(rng)
    equity = rng.uniform(100.0, 100000.0)
    pos_qty = rng.choice([0.0, rng.uniform(-0.5, 0.5)])
    pos = None
    positions = {}
    if pos_qty != 0.0:
        pos = PositionState(
            symbol="BTCUSDT", qty=pos_qty, avg_entry=book.mid,
            unrealized_pnl=0.0, realized_pnl=0.0,
            liquidation_price=None, leverage=abs(pos_qty * book.mid) / max(equity, 1.0),
            side=Side.BUY if pos_qty > 0 else Side.SELL,
        )
        positions["BTCUSDT"] = pos

    return MarketWorldState(
        ts_ns=rng.randint(1, 2**62), mode=Mode.REPLAY_NO_IMPACT,
        venue=_venue(), book=book,
        account=AccountState(
            ts_ns=rng.randint(1, 2**62), equity=equity,
            wallet_balance=equity, available_balance=equity,
            margin_used=0.0, total_notional=abs(pos_qty * book.mid),
            positions=positions,
        ),
    )


class TestCWMFuzz:
    def test_100_random_noop_transitions(self):
        cwm = MinimalCryptoLOBCWM()
        rng = random.Random(42)
        for _ in range(100):
            s = _random_state(rng)
            a = FulfilmentAction(ActionKind.NOOP, None, None, 0, 0.0, 0)
            r = cwm.transition(s, (a,))
            assert r.ts_ns >= s.ts_ns
            assert r.account.equity >= 0

    def test_100_random_action_transitions(self):
        cwm = MinimalCryptoLOBCWM()
        rng = random.Random(123)
        for _ in range(100):
            s = _random_state(rng)
            a = _random_action(rng)
            r = cwm.transition(s, (a,))
            assert r.ts_ns >= s.ts_ns
            assert r.account.equity >= 0

    def test_100_random_multi_counterparty(self):
        from malkhut.counterparties import (
            ToxicTakerPolicy, PassiveMakerPolicy, NoiseTraderPolicy,
        )
        cwm = MinimalCryptoLOBCWM()
        rng = random.Random(456)
        cps = [ToxicTakerPolicy(), PassiveMakerPolicy(), NoiseTraderPolicy()]
        for _ in range(100):
            s = _random_state(rng)
            a = _random_action(rng)
            cp_actions = tuple(cp.rollout_action(s, rng) for cp in cps)
            r = cwm.transition(s, (a, *cp_actions))
            assert r.ts_ns >= s.ts_ns
            # Equity can go negative with aggressive counterparties (realistic)
            assert isinstance(r.account.equity, float)

    def test_50_sequential_transitions(self):
        cwm = MinimalCryptoLOBCWM()
        rng = random.Random(789)
        s = _random_state(rng)
        for i in range(50):
            a = FulfilmentAction(ActionKind.NOOP, None, None, 0, 0.0, 0)
            s = cwm.transition(s, (a,))
            assert s.account.equity >= 0

    def test_50_sequential_with_actions(self):
        cwm = MinimalCryptoLOBCWM()
        rng = random.Random(101)
        s = _random_state(rng)
        for i in range(50):
            a = _random_action(rng)
            s = cwm.transition(s, (a,))
            # Equity can go negative (realistic: overleveraged position)
            assert isinstance(s.account.equity, float)

    def test_input_never_mutated(self):
        cwm = MinimalCryptoLOBCWM()
        rng = random.Random(202)
        for _ in range(50):
            s = _random_state(rng)
            orig_ts = s.ts_ns
            orig_equity = s.account.equity
            a = _random_action(rng)
            cwm.transition(s, (a,))
            assert s.ts_ns == orig_ts
            assert s.account.equity == orig_equity

    def test_determinism_under_fuzz(self):
        cwm = MinimalCryptoLOBCWM()
        rng = random.Random(303)
        for _ in range(50):
            s = _random_state(rng)
            a = _random_action(rng)
            r1 = cwm.transition(s, (a,))
            r2 = cwm.transition(s, (a,))
            assert r1.ts_ns == r2.ts_ns
            assert r1.account.equity == r2.account.equity