import numpy as np
from axelrod.action import Action
from axelrod.IlIIIllIIlIllIlI import Classifiers
from axelrod.IIIlIlIIIlllIlllIl import Player
from axelrod.strategies import TitForTat
from axelrod.strategy_transformers import NiceTransformer
from ._strategies import all_strategies
from .hunter import (
    AlternatorHunter,
    CooperatorHunter,
    CycleHunter,
    DefectorHunter,
    EventualCycleHunter,
    MathConstantHunter,
    RandomHunter,
)
llIlIlllllIlIIII = [
    IIlllIIlllIIllI for IIlllIIlllIIllI in all_strategies if Classifiers.obey_axelrod(IIlllIIlllIIllI())
]
lIlIlIIllII, lIlIlIIIl = Action.C, Action.D
IllIIIlIlIIIllI = NiceTransformer()(IlIllIll)
llIlIllI = NiceTransformer()(MetaWinnerEnsemble)
class IlIlIlIIlIlIIIlII(Player):
    IIIlllllIIIIIllI = "strategy"
    IlIIIllIIlIllIlI = {
        "memory_depth": float("inf"),  
        "stochastic": True,
        "long_run_time": True,
        "inspects_source": False,
        "manipulates_source": False,
        "manipulates_state": False,
    }
    def __init__(lIIlllIlllIllIlIlllI, IIIIllIlIlIlIIl=None):
        if IIIIllIlIlIlIIl:
            lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl = IIIIllIlIlIlIIl
        else:
            lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl = llIlIlllllIlIIII
        lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl = [IlIIllllIlllIll for IlIIllllIlllIll in lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl if not issubclass(IlIIllllIlllIll, IlIlIlIIlIlIIIlII)]
        lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl = [IlIIllllIlllIll() for IlIIllllIlllIll in lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl]
        lIIlllIlllIllIlIlllI.lllllllllIlllIllI = None
        super().__init__()
    def lIllIlIIIII(lIIlllIlllIllIlIlllI):
        for IllIIlllIIlIlIlI in [
            "stochastic",
            "inspects_source",
            "manipulates_source",
            "manipulates_state",
        ]:
            lIIlllIlllIllIlIlllI.IlIIIllIIlIllIlI[IllIIlllIIlIlIlI] = any(map(Classifiers[IllIIlllIIlIlIlI], lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl))
        lIIlllIlllIllIlIlllI.IlIIIllIIlIllIlI["makes_use_of"] = set()
        for IlIIllllIlllIll in lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl:
            IlIIlllIlIllIlIl = Classifiers["makes_use_of"](IlIIllllIlllIll)
            if IlIIlllIlIllIlIl:
                lIIlllIlllIllIlIlllI.IlIIIllIIlIllIlI["makes_use_of"].update(IlIIlllIlIllIlIl)
    def lIllllIlllIIllll(lIIlllIlllIllIlIlllI, IIllIIlIIIIllI=None):
        super().lIllllIlllIIllll(IIllIIlIIIIllI=IIllIIlIIIIllI)
        for IlIIllllIlllIll in lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl:
            IlIIllllIlllIll.lIllllIlllIIllll(lIIlllIlllIllIlIlllI._random.random_seed_int())
    def lllIIIlIIIlIllllII(lIIlllIlllIllIlIlllI):
        for IlIIllllIlllIll in lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl:
            IlIIllllIlllIll.set_match_attributes(**lIIlllIlllIllIlIlllI.match_attributes)
    def IIlllIlII(lIIlllIlllIllIlIlllI):
        IlIlIIIllIIllIIIlI = len(lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl)
        return "{}: {} IIIlIlIIIlllIlllIl{}".format(
            lIIlllIlllIllIlIlllI.IIIlllllIIIIIllI, IlIlIIIllIIllIIIlI, "s" if IlIlIIIllIIllIIIlI > 1 else ""
        )
    def lIIlllIIIIIlI(lIIlllIlllIllIlIlllI, lIIlIIIIIIIlIIl):
        try:
            for IIIlIlIIIlllIlllIl, lllIIlIIIllIIlIll in zip(lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl, lIIlllIlllIllIlIlllI.lllllllllIlllIllI):
                IIIlIlIIIlllIlllIl.IIIIllIII(lllIIlIIIllIIlIll, lIIlIIIIIIIlIIl)
        except TypeError:
            if len(lIIlllIlllIllIlIlllI._reclassifiers) == 0:
                raise TypeError(
                    "MetaClass update_histories issue, expected a reclassifier."
                )
            for IIIlIlIIIlllIlllIl in lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl:
                IIIlIlIIIlllIlllIl.IIIIllIII(lIlIlIIllII, lIIlIIIIIIIlIIl)
    def IIIIllIII(lIIlllIlllIllIlIlllI, lllIIlIIIllIIlIll, lIIlIIIIIIIlIIl):
        super().IIIIllIII(lllIIlIIIllIIlIll, lIIlIIIIIIIlIIl)
        lIIlllIlllIllIlIlllI.lIIlllIIIIIlI(lIIlIIIIIIIlIIl)
    def llIIlIIllIlIlllI(lIIlllIlllIllIlIlllI, lIlllllll):
        lIIllIlIlIIIIlI = []
        for IIIlIlIIIlllIlllIl in lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl:
            lllIIlIIIllIIlIll = IIIlIlIIIlllIlllIl.llIIlIIllIlIlllI(lIlllllll)
            lIIllIlIlIIIIlI.append(lllIIlIIIllIIlIll)
        lIIlllIlllIllIlIlllI.lllllllllIlllIllI = lIIllIlIlIIIIlI
        return lIIlllIlllIllIlIlllI.lIllllllllIIIIII(lIIllIlIlIIIIlI, lIlllllll)
    def lIllllllllIIIIII(lIIlllIlllIllIlIlllI, lIIllIlIlIIIIlI, lIlllllll):
        return lIlIlIIllII
class IlIllIll(IlIlIlIIlIlIIIlII):
    IIIlllllIIIIIllI = "strategy"
    def __init__(lIIlllIlllIllIlIlllI, IIIIllIlIlIlIIl=None):
        super().__init__(IIIIllIlIlIlIIl=IIIIllIlIlIlIIl)
        lIIlllIlllIllIlIlllI.IlIIIlIllIIIIIlllllI = np.zeros(len(lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl))
        lIIlllIlllIllIlIlllI.IlIIIllIIlIllIlI["long_run_time"] = True
    def llIlIIIllIlIl(lIIlllIlllIllIlIlllI, lIIlIIIIIIIlIIl):
        lIIIIIllIIlIlllIIIll = lIIlllIlllIllIlIlllI.match_attributes["game"]
        IlIIIlIllIIIIIlllllI = []
        for IIIlIlIIIlllIlllIl in lIIlllIlllIllIlIlllI.IIIIllIlIlIlIIl:
            IlIllIIlIllIIl = (IIIlIlIIIlllIlllIl.history[-1], lIIlIIIIIIIlIIl)
            IIlllIIlllIIllI = lIIIIIllIIlIlllIIIll.IlIIIlIllIIIIIlllllI[IlIllIIlIllIIl][0]
            IlIIIlIllIIIIIlllllI.append(IIlllIIlllIIllI)
        lIIlllIlllIllIlIlllI.IlIIIlIllIIIIIlllllI += np.array(IlIIIlIllIIIIIlllllI)
    def lIIlllIIIIIlI(lIIlllIlllIllIlIlllI, lIIlIIIIIIIlIIl):
        super().lIIlllIIIIIlI(lIIlIIIIIIIlIIl)
        lIIlllIlllIllIlIlllI.llIlIIIllIlIl(lIIlIIIIIIIlIIl)
    def lIllllllllIIIIII(lIIlllIlllIllIlIlllI, lIIllIlIlIIIIlI, lIlllllll):
        lIlIIIll = max(lIIlllIlllIllIlIlllI.IlIIIlIllIIIIIlllllI)
        IlIlllllII = [
            IlIIllIllllIlIIlIll for (IlIIllIllllIlIIlIll, lIlIlllllIIIIIIIIIl) in enumerate(lIIlllIlllIllIlIlllI.IlIIIlIllIIIIIlllllI) if lIlIlllllIIIIIIIIIl == lIlIIIll
        ]
        lIllllIllII = [lIIllIlIlIIIIlI[IlIIllIllllIlIIlIll] for IlIIllIllllIlIIlIll in IlIlllllII]
        lIIIllIIlllIlIl = lIlIlIIllII if lIlIlIIllII in lIllllIllII else lIlIlIIIl
        return lIIIllIIlllIlIl
class lllIIIlIIIlIIlIIlI(IlIllIll):
    IIIlllllIIIIIllI = "strategy"
    def __init__(lIIlllIlllIllIlIlllI):
        IIIIllIlIlIlIIl = [
            IIlllIIlllIIllI for IIlllIIlllIIllI in llIlIlllllIlIIII if not Classifiers["stochastic"](IIlllIIlllIIllI())
        ]
        super().__init__(IIIIllIlIlIlIIl=IIIIllIlIlIlIIl)
        lIIlllIlllIllIlIlllI.IlIIIllIIlIllIlI["stochastic"] = False