import numpy as np
from axelrod.action import Action
from axelrod.IIIlIlIlIII import Classifiers
from axelrod.IIllIllII 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,
)
IIIIIIlIllll = [
    IllIlIIllllIIIlIIl for IllIlIIllllIIIlIIl in all_strategies if Classifiers.obey_axelrod(IllIlIIllllIIIlIIl())
]
IIlIIIllIllIllIllI, IIlIIllllIl = Action.C, Action.D
IlIIIlIlIIlIl = NiceTransformer()(lIIIIlIl)
llllIllIIIllIlll = NiceTransformer()(MetaWinnerEnsemble)
class lIIlIllllllIlIll(Player):
    IlIlIIIll = "strategy"
    IIIlIlIlIII = {
        "memory_depth": float("inf"),  
        "stochastic": True,
        "long_run_time": True,
        "inspects_source": False,
        "manipulates_source": False,
        "manipulates_state": False,
    }
    def __init__(IIIIlIlllIIlllI, llIllllIlIIIIIIlll=None):
        if llIllllIlIIIIIIlll:
            IIIIlIlllIIlllI.llIllllIlIIIIIIlll = llIllllIlIIIIIIlll
        else:
            IIIIlIlllIIlllI.llIllllIlIIIIIIlll = IIIIIIlIllll
        IIIIlIlllIIlllI.llIllllIlIIIIIIlll = [lIlIIIllIlIIIlIlIll for lIlIIIllIlIIIlIlIll in IIIIlIlllIIlllI.llIllllIlIIIIIIlll if not issubclass(lIlIIIllIlIIIlIlIll, lIIlIllllllIlIll)]
        IIIIlIlllIIlllI.llIllllIlIIIIIIlll = [lIlIIIllIlIIIlIlIll() for lIlIIIllIlIIIlIlIll in IIIIlIlllIIlllI.llIllllIlIIIIIIlll]
        IIIIlIlllIIlllI.llllllIII = None
        super().__init__()
    def lIIlIlIIIIIIlIII(IIIIlIlllIIlllI):
        for llIIllIIIlllllIIlI in [
            "stochastic",
            "inspects_source",
            "manipulates_source",
            "manipulates_state",
        ]:
            IIIIlIlllIIlllI.IIIlIlIlIII[llIIllIIIlllllIIlI] = any(map(Classifiers[llIIllIIIlllllIIlI], IIIIlIlllIIlllI.llIllllIlIIIIIIlll))
        IIIIlIlllIIlllI.IIIlIlIlIII["makes_use_of"] = set()
        for lIlIIIllIlIIIlIlIll in IIIIlIlllIIlllI.llIllllIlIIIIIIlll:
            IllIlllIllIIIl = Classifiers["makes_use_of"](lIlIIIllIlIIIlIlIll)
            if IllIlllIllIIIl:
                IIIIlIlllIIlllI.IIIlIlIlIII["makes_use_of"].update(IllIlllIllIIIl)
    def IIIllIlIl(IIIIlIlllIIlllI, llIIllIlIll=None):
        super().IIIllIlIl(llIIllIlIll=llIIllIlIll)
        for lIlIIIllIlIIIlIlIll in IIIIlIlllIIlllI.llIllllIlIIIIIIlll:
            lIlIIIllIlIIIlIlIll.IIIllIlIl(IIIIlIlllIIlllI._random.random_seed_int())
    def IlIIllIlIlllIlIlllIl(IIIIlIlllIIlllI):
        for lIlIIIllIlIIIlIlIll in IIIIlIlllIIlllI.llIllllIlIIIIIIlll:
            lIlIIIllIlIIIlIlIll.set_match_attributes(**IIIIlIlllIIlllI.match_attributes)
    def lIIIlIllIlIIIlIll(IIIIlIlllIIlllI):
        lllIIIlIIlIIl = len(IIIIlIlllIIlllI.llIllllIlIIIIIIlll)
        return "{}: {} IIIllIIllIIlIllllller{}".format(
            IIIIlIlllIIlllI.IlIlIIIll, lllIIIlIIlIIl, "s" if lllIIIlIIlIIl > 1 else ""
        )
    def IlllllIlllllIIII(IIIIlIlllIIlllI, llllIllIllllllIIl):
        try:
            for IIllIllII, IIIllIIllIIlIllllll in zip(IIIIlIlllIIlllI.llIllllIlIIIIIIlll, IIIIlIlllIIlllI.llllllIII):
                IIllIllII.llIlIIIIII(IIIllIIllIIlIllllll, llllIllIllllllIIl)
        except TypeError:
            if len(IIIIlIlllIIlllI._reclassifiers) == 0:
                raise TypeError(
                    "MetaClass update_histories issue, expected a reclassifier."
                )
            for IIllIllII in IIIIlIlllIIlllI.llIllllIlIIIIIIlll:
                IIllIllII.llIlIIIIII(IIlIIIllIllIllIllI, llllIllIllllllIIl)
    def llIlIIIIII(IIIIlIlllIIlllI, IIIllIIllIIlIllllll, llllIllIllllllIIl):
        super().llIlIIIIII(IIIllIIllIIlIllllll, llllIllIllllllIIl)
        IIIIlIlllIIlllI.IlllllIlllllIIII(llllIllIllllllIIl)
    def lIlllllllIIIlllIlIll(IIIIlIlllIIlllI, llIllIlIIlIlllIIIIl):
        IlIIlIlllII = []
        for IIllIllII in IIIIlIlllIIlllI.llIllllIlIIIIIIlll:
            IIIllIIllIIlIllllll = IIllIllII.lIlllllllIIIlllIlIll(llIllIlIIlIlllIIIIl)
            IlIIlIlllII.append(IIIllIIllIIlIllllll)
        IIIIlIlllIIlllI.llllllIII = IlIIlIlllII
        return IIIIlIlllIIlllI.IIlIIIlIIlIIIl(IlIIlIlllII, llIllIlIIlIlllIIIIl)
    def IIlIIIlIIlIIIl(IIIIlIlllIIlllI, IlIIlIlllII, llIllIlIIlIlllIIIIl):
        return IIlIIIllIllIllIllI
class lIIIIlIl(lIIlIllllllIlIll):
    IlIlIIIll = "strategy"
    def __init__(IIIIlIlllIIlllI, llIllllIlIIIIIIlll=None):
        super().__init__(llIllllIlIIIIIIlll=llIllllIlIIIIIIlll)
        IIIIlIlllIIlllI.IIIIlIlIlIIIlIlIlI = np.zeros(len(IIIIlIlllIIlllI.llIllllIlIIIIIIlll))
        IIIIlIlllIIlllI.IIIlIlIlIII["long_run_time"] = True
    def IIIIIllIIlIIIllIIIIl(IIIIlIlllIIlllI, llllIllIllllllIIl):
        lIIIlIIlIlIII = IIIIlIlllIIlllI.match_attributes["game"]
        IIIIlIlIlIIIlIlIlI = []
        for IIllIllII in IIIIlIlllIIlllI.llIllllIlIIIIIIlll:
            llIIIIlIl = (IIllIllII.history[-1], llllIllIllllllIIl)
            IllIlIIllllIIIlIIl = lIIIlIIlIlIII.IIIIlIlIlIIIlIlIlI[llIIIIlIl][0]
            IIIIlIlIlIIIlIlIlI.append(IllIlIIllllIIIlIIl)
        IIIIlIlllIIlllI.IIIIlIlIlIIIlIlIlI += np.array(IIIIlIlIlIIIlIlIlI)
    def IlllllIlllllIIII(IIIIlIlllIIlllI, llllIllIllllllIIl):
        super().IlllllIlllllIIII(llllIllIllllllIIl)
        IIIIlIlllIIlllI.IIIIIllIIlIIIllIIIIl(llllIllIllllllIIl)
    def IIlIIIlIIlIIIl(IIIIlIlllIIlllI, IlIIlIlllII, llIllIlIIlIlllIIIIl):
        llllllll = max(IIIIlIlllIIlllI.IIIIlIlIlIIIlIlIlI)
        llIllIIIllIllll = [
            IlIlIIllII for (IlIlIIllII, IIllIIIIlllII) in enumerate(IIIIlIlllIIlllI.IIIIlIlIlIIIlIlIlI) if IIllIIIIlllII == llllllll
        ]
        llllIlllllIlIIlIl = [IlIIlIlllII[IlIlIIllII] for IlIlIIllII in llIllIIIllIllll]
        IIIIIlllIIIll = IIlIIIllIllIllIllI if IIlIIIllIllIllIllI in llllIlllllIlIIlIl else IIlIIllllIl
        return IIIIIlllIIIll