import math


def range_pitcher(rs_value: int, season_pct: float):
    if rs_value >= (3 * season_pct):
        return 1
    elif rs_value >= (0 * season_pct):
        return 2
    elif rs_value >= (-1 * season_pct):
        return 3
    elif rs_value >= (-100 * season_pct):
        return 4
    else:
        return 5


def range_catcher(rs_value: int, season_pct: float):
    if rs_value >= 7 * season_pct:
        return 1
    elif rs_value >= 3 * season_pct:
        return 2
    elif rs_value >= -1 * season_pct:
        return 3
    elif rs_value >= -5 * season_pct:
        return 4
    else:
        return 5


def range_first_base(r_range: int, r_dp: int, season_pct: float):
    if (r_range + r_dp) >= (4 * season_pct):
        return 1
    elif (r_range + r_dp) >= (1 * season_pct):
        return 2
    elif (r_range + r_dp) >= (0 * season_pct):
        return 3
    elif (r_range + r_dp) >= (-2 * season_pct):
        return 4
    else:
        return 5


def range_second_base(r_range: int, r_dp: int, season_pct: float):
    # print(f'r_range ({r_range}) + r_dp ({r_dp}) = {r_range + r_dp}')
    if (r_range + r_dp) >= (5 * season_pct):
        return 1
    elif (r_range + r_dp) >= (2 * season_pct):
        return 2
    elif (r_range + r_dp) >= (0 * season_pct):
        return 3
    elif (r_range + r_dp) >= (-2 * season_pct):
        return 4
    else:
        return 5


def range_third_base(r_range: int, r_dp: int, season_pct: float):
    if (r_range + r_dp) >= (5 * season_pct):
        return 1
    elif (r_range + r_dp) >= (2 * season_pct):
        return 2
    elif (r_range + r_dp) >= (0 * season_pct):
        return 3
    elif (r_range + r_dp) >= (-2 * season_pct):
        return 4
    else:
        return 5


def range_shortstop(r_range: int, r_dp: int, season_pct: float):
    if (r_range + r_dp) >= (6 * season_pct):
        return 1
    elif (r_range + r_dp) >= (2 * season_pct):
        return 2
    elif (r_range + r_dp) >= (0 * season_pct):
        return 3
    elif (r_range + r_dp) >= (-3 * season_pct):
        return 4
    else:
        return 5


def range_center_field(r_range: int, season_pct: float):
    if r_range >= 9 * season_pct:
        return 1
    elif r_range >= 2 * season_pct:
        return 2
    elif r_range >= -2 * season_pct:
        return 3
    elif r_range >= -5 * season_pct:
        return 4
    else:
        return 5


def range_left_field(r_range: int, season_pct: float):
    return range_center_field(r_range, season_pct)


def range_right_field(r_range: int, season_pct: float):
    return range_center_field(r_range, season_pct)


def valid_error_ratings(err_num: int, position: str) -> int:
    if position.lower() == 'p':
        valid_err = [
            0, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 30, 31, 33, 34,
            35, 36, 38, 39, 40, 42, 43, 44, 46, 47, 48, 50, 51
        ]
    elif position.lower() == 'c':
        valid_err = list(range(17))
    elif position.lower() == '1b':
        valid_err = list(range(31))
    elif position.lower() == '2b':
        valid_err = [
            0, 1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30,
            32, 34, 37, 39, 41, 44, 47, 50, 53, 56, 59, 62, 65, 68, 71
        ]
    elif position.lower() == '3b':
        valid_err = [
            0, 1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30,
            31, 32, 33, 34, 35, 37, 39, 41, 44, 47, 50, 53, 56, 59, 62, 65
        ]
    elif position.lower() == 'ss':
        valid_err = [
            0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32,
            33, 34, 36, 38, 40, 42, 44, 48, 52, 56, 60, 64, 68, 72
        ]
    # Outfielders
    else:
        valid_err = list(range(26))

    if err_num in valid_err:
        return err_num
    elif err_num > valid_err[len(valid_err) - 1]:
        return valid_err[len(valid_err) - 1]
    else:
        for x in valid_err:
            if err_num <= x:
                return x


def raw_error(errors: int, chances: int, season_pct: float, chance_max: int):
    if errors == 0 or chances == 0:
        return 0
    c_max = chance_max * season_pct
    return errors * c_max / chances


def error_pitcher(errors: int, chances: int, season_pct: float):
    return valid_error_ratings(int(raw_error(errors, chances, season_pct, 50)), 'p')


def error_catcher(errors: int, chances: int, season_pct: float):
    return valid_error_ratings(int(raw_error(errors, chances, season_pct, 500)), 'c')


def error_first_base(errors: int, chances: int, season_pct: float):
    return valid_error_ratings(int(raw_error(errors, chances, season_pct, 1300)), '1b')


def error_second_base(errors: int, chances: int, season_pct: float):
    return valid_error_ratings(int(raw_error(errors, chances, season_pct, 700)), '2b')


def error_third_base(errors: int, chances: int, season_pct: float):
    return valid_error_ratings(int(raw_error(errors, chances, season_pct, 500)), '3b')


def error_shortstop(errors: int, chances: int, season_pct: float):
    return valid_error_ratings(int(raw_error(errors, chances, season_pct, 700)), 'ss')


def error_outfield(errors: int, chances: int, season_pct: float):
    return valid_error_ratings(int(raw_error(errors, chances, season_pct, 250)), 'of')


def arm_outfield(all_arms: list):
    if not all_arms:
        return '+5'

    if max(all_arms) > 8:
        return '-6'
    elif max(all_arms) > 4:
        return '-5'
    elif max(all_arms) < -4:
        return '+5'
    else:
        final_arm = max(all_arms) * -1
        return f'{"+" if final_arm >= 0 else ""}{final_arm}'


def arm_catcher(cs_pct: str, raa: int, season_pct: float) -> str:
    if cs_pct == '':
        return '+3'
    cs_pct = float(cs_pct.strip("%")) / 100

    if raa > 5 * season_pct:
        max_arm = -4
    elif raa > 2 * season_pct:
        max_arm = -2
    elif raa > -1 * season_pct:
        max_arm = 0
    elif raa > -2 * season_pct:
        max_arm = 3
    else:
        max_arm = 5

    if cs_pct > .6:
        raw_arm = -5
    elif cs_pct > .5:
        raw_arm = -4
    elif cs_pct > .4:
        raw_arm = -3
    elif cs_pct > .3:
        raw_arm = -2
    elif cs_pct > .25:
        raw_arm = -1
    elif cs_pct > .2:
        raw_arm = 0
    elif cs_pct > .16:
        raw_arm = 1
    elif cs_pct > .12:
        raw_arm = 2
    elif cs_pct > .1:
        raw_arm = 3
    elif cs_pct > .05:
        raw_arm = 4
    else:
        raw_arm = 5

    final_arm = min(max_arm, raw_arm)
    return f'{"+" if final_arm >= 0 else ""}{final_arm}'


def pb_catcher(pb: int, innings: int, season_pct: float):
    if pb == 0 or innings == 0:
        return 0

    return min(pb * 1000 * season_pct / innings, 20)


def ot_catcher(errors: int, chances: int, season_pct: float):
    if errors == 0 or chances == 0:
        return 0

    c_max = 3000 * season_pct
    return min(errors * c_max / chances / 3, 20)


def hold_pitcher(raw_cs: str, picks: int, season_pct: float) -> str:
    if raw_cs == '':
        return '+9'

    cs_pct = float(raw_cs.strip("%")) / 100
    if picks > 5 * season_pct:
        pick_cap = -3
    elif picks > 3 * season_pct:
        pick_cap = -2
    elif picks > 0 * season_pct:
        pick_cap = 5
    else:
        pick_cap = 9

    if cs_pct > .667:
        hold_num = -5
    elif cs_pct > .6:
        hold_num = -4
    elif cs_pct > .48:
        hold_num = -3
    elif cs_pct > .34:
        hold_num = -2
    elif cs_pct > .26:
        hold_num = -1
    elif cs_pct > .22:
        hold_num = 0
    elif cs_pct > .2:
        hold_num = 1
    elif cs_pct > .18:
        hold_num = 3
    elif cs_pct > .16:
        hold_num = 4
    elif cs_pct > .14:
        hold_num = 5
    elif cs_pct > .12:
        hold_num = 6
    elif cs_pct > .1:
        hold_num = 7
    elif cs_pct > .06:
        hold_num = 8
    else:
        hold_num = 9

    final_hold = min(pick_cap, hold_num)
    return f'{"+" if final_hold >= 0 else ""}{final_hold}'


def pow_ratings(innings: float, gs: int, games: int) -> (int, int):
    if innings <= 1 or games <= 1:
        return 1, 1

    s_innings = int(innings * gs / games)
    r_innings = int(innings * (games - gs) / games)

    if gs == 0:
        s_pow = 1
    else:
        s_pow = round(s_innings / gs)

    if r_innings == 0:
        r_pow = 1
    else:
        r_pow = round(r_innings / (games - gs))

    if r_innings / max(s_innings, 1) < .1:
        r_pow = 1
    elif r_pow >= s_pow > 1:
        r_pow = s_pow - 1

    return s_pow, r_pow


def innings_float(innings: str) -> float:
    if '.' in innings:
        whole, decimal = innings.split('.')
    else:
        whole = innings
        decimal = "0"

    return float(int(whole) + int(decimal) * .333)