import numpy as np
from axelrod.action import Action
from axelrod.lIIlIIII import Classifiers
from axelrod.IllIlIlI 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,
)
IIIllIII = [
    IlIlIlIlllII for IlIlIlIlllII in all_strategies if Classifiers.obey_axelrod(IlIlIlIlllII())
]
lIIIIIlIIllIIIllIlI, IIIIIlIIllIIlllIlII = Action.C, Action.D
lIIlllIlllIl = NiceTransformer()(MetaWinner)
IIlllIlllIIll = NiceTransformer()(MetaWinnerEnsemble)
class lIlIllIlIIllIlllll(Player):
    IIlIIlIl = "strategy"
    lIIlIIII = {
        "memory_depth": float("inf"),  
        "stochastic": True,
        "long_run_time": True,
        "inspects_source": False,
        "manipulates_source": False,
        "manipulates_state": False,
    }
    def __init__(IIIllIIlIIlllIlll, lIIllIII=None):
        if lIIllIII:
            IIIllIIlIIlllIlll.lIIllIII = lIIllIII
        else:
            IIIllIIlIIlllIlll.lIIllIII = IIIllIII
        IIIllIIlIIlllIlll.lIIllIII = [IllllllIIllIIIIIIIll for IllllllIIllIIIIIIIll in IIIllIIlIIlllIlll.lIIllIII if not issubclass(IllllllIIllIIIIIIIll, lIlIllIlIIllIlllll)]
        IIIllIIlIIlllIlll.lIIllIII = [IllllllIIllIIIIIIIll() for IllllllIIllIIIIIIIll in IIIllIIlIIlllIlll.lIIllIII]
        IIIllIIlIIlllIlll.lIIIllIIl = None
        super().__init__()
    def lIIlIlllIlllIl(IIIllIIlIIlllIlll):
        for lIIlIllIlIlllIllIIIl in [
            "stochastic",
            "inspects_source",
            "manipulates_source",
            "manipulates_state",
        ]:
            IIIllIIlIIlllIlll.lIIlIIII[lIIlIllIlIlllIllIIIl] = any(map(Classifiers[lIIlIllIlIlllIllIIIl], IIIllIIlIIlllIlll.lIIllIII))
        IIIllIIlIIlllIlll.lIIlIIII["makes_use_of"] = set()
        for IllllllIIllIIIIIIIll in IIIllIIlIIlllIlll.lIIllIII:
            llIIIlIIlIIlllIlIII = Classifiers["makes_use_of"](IllllllIIllIIIIIIIll)
            if llIIIlIIlIIlllIlIII:
                IIIllIIlIIlllIlll.lIIlIIII["makes_use_of"].update(llIIIlIIlIIlllIlIII)
    def lIlIIIlIlllIllI(IIIllIIlIIlllIlll, lllIIIlI=None):
        super().lIlIIIlIlllIllI(lllIIIlI=lllIIIlI)
        for IllllllIIllIIIIIIIll in IIIllIIlIIlllIlll.lIIllIII:
            IllllllIIllIIIIIIIll.lIlIIIlIlllIllI(IIIllIIlIIlllIlll._random.random_seed_int())
    def IlIIllIIIlIIl(IIIllIIlIIlllIlll):
        for IllllllIIllIIIIIIIll in IIIllIIlIIlllIlll.lIIllIII:
            IllllllIIllIIIIIIIll.set_match_attributes(**IIIllIIlIIlllIlll.match_attributes)
    def llIllIlIllIIIlllll(IIIllIIlIIlllIlll):
        IllIIIllIlIIllIlI = len(IIIllIIlIIlllIlll.lIIllIII)
        return "{}: {} IllIlIlI{}".format(
            IIIllIIlIIlllIlll.IIlIIlIl, IllIIIllIlIIllIlI, "s" if IllIIIllIlIIllIlI > 1 else ""
        )
    def IllIlIIllllIlI(IIIllIIlIIlllIlll, lIIlllIlIlll):
        try:
            for IllIlIlI, lIlllllIllIlIl in zip(IIIllIIlIIlllIlll.lIIllIII, IIIllIIlIIlllIlll.lIIIllIIl):
                IllIlIlI.IlIllIIlIllIl(lIlllllIllIlIl, lIIlllIlIlll)
        except TypeError:
            if len(IIIllIIlIIlllIlll._reclassifiers) == 0:
                raise TypeError(
                    "MetaClass update_histories issue, expected a reclassifier."
                )
            for IllIlIlI in IIIllIIlIIlllIlll.lIIllIII:
                IllIlIlI.IlIllIIlIllIl(lIIIIIlIIllIIIllIlI, lIIlllIlIlll)
    def IlIllIIlIllIl(IIIllIIlIIlllIlll, lIlllllIllIlIl, lIIlllIlIlll):
        super().IlIllIIlIllIl(lIlllllIllIlIl, lIIlllIlIlll)
        IIIllIIlIIlllIlll.IllIlIIllllIlI(lIIlllIlIlll)
    def lIIIIllIlIlIIllII(IIIllIIlIIlllIlll, IlIllllIlIIl):
        IllIIIllIIIllIIIl = []
        for IllIlIlI in IIIllIIlIIlllIlll.lIIllIII:
            lIlllllIllIlIl = IllIlIlI.lIIIIllIlIlIIllII(IlIllllIlIIl)
            IllIIIllIIIllIIIl.append(lIlllllIllIlIl)
        IIIllIIlIIlllIlll.lIIIllIIl = IllIIIllIIIllIIIl
        return IIIllIIlIIlllIlll.lIlllIIIIIIlllllll(IllIIIllIIIllIIIl, IlIllllIlIIl)
    def lIlllIIIIIIlllllll(IIIllIIlIIlllIlll, IllIIIllIIIllIIIl, IlIllllIlIIl):
        return lIIIIIlIIllIIIllIlI
class IlIllllIIIIlIIIll(lIlIllIlIIllIlllll):
    IIlIIlIl = "strategy"
    lIIlIIII = {
        "memory_depth": float("inf"),  
        "stochastic": False,
        "long_run_time": False,
        "inspects_source": False,
        "manipulates_source": False,
        "manipulates_state": False,
    }
    def __init__(IIIllIIlIIlllIlll):
        lIIllIII = [
            DefectorHunter,
            AlternatorHunter,
            RandomHunter,
            MathConstantHunter,
            CycleHunter,
            EventualCycleHunter,
        ]
        super().__init__(lIIllIII=lIIllIII)
    @staticmethod
    def lIlllIIIIIIlllllll(IllIIIllIIIllIIIl, IlIllllIlIIl):
        if IIIIIlIIllIIlllIlII in IllIIIllIIIllIIIl:
            return IIIIIlIIllIIlllIlII
        if len(IlIllllIlIIl.history) > 100:
            return IIIIIlIIllIIlllIlII if IlIllllIlIIl.history[-1:] == [IIIIIlIIllIIlllIlII] else lIIIIIlIIllIIIllIlI
        else:
            return lIIIIIlIIllIIIllIlI