paper-dynasty-card-creation/rarity_thresholds.py

"""
Rarity threshold configurations for card creation.

This module defines OPS thresholds for assigning rarity tiers to player cards.
Different seasons may have different thresholds based on league-wide performance.
"""

from dataclasses import dataclass


@dataclass
class PitcherRarityThresholds:
    """OPS-against thresholds for pitcher rarity assignment."""

    # Starter thresholds (OPS-against, lower is better)
    starter_hof: float  # Hall of Fame (99)
    starter_diamond: float  # Diamond (1)
    starter_gold: float  # Gold (2)
    starter_silver: float  # Silver (3)
    starter_bronze: float  # Bronze (4)

    # Reliever thresholds (OPS-against, lower is better)
    reliever_hof: float  # Hall of Fame (99)
    reliever_diamond: float  # Diamond (1)
    reliever_gold: float  # Gold (2)
    reliever_silver: float  # Silver (3)
    reliever_bronze: float  # Bronze (4)

    def get_rarity_for_starter(self, total_ops: float) -> int:
        """Returns rarity ID for a starting pitcher based on OPS-against."""
        if total_ops <= self.starter_hof:
            return 99
        elif total_ops <= self.starter_diamond:
            return 1
        elif total_ops <= self.starter_gold:
            return 2
        elif total_ops <= self.starter_silver:
            return 3
        elif total_ops <= self.starter_bronze:
            return 4
        else:
            return 5  # Common

    def get_rarity_for_reliever(self, total_ops: float) -> int:
        """Returns rarity ID for a relief pitcher based on OPS-against."""
        if total_ops <= self.reliever_hof:
            return 99
        elif total_ops <= self.reliever_diamond:
            return 1
        elif total_ops <= self.reliever_gold:
            return 2
        elif total_ops <= self.reliever_silver:
            return 3
        elif total_ops <= self.reliever_bronze:
            return 4
        else:
            return 5  # Common


@dataclass
class BatterRarityThresholds:
    """OPS thresholds for batter rarity assignment."""

    # Batter thresholds (OPS, higher is better)
    hof: float  # Hall of Fame (99)
    diamond: float  # Diamond (1)
    gold: float  # Gold (2)
    silver: float  # Silver (3)
    bronze: float  # Bronze (4)

    def get_rarity(self, total_ops: float) -> int:
        """Returns rarity ID for a batter based on OPS."""
        # For batters, higher OPS is better, so we check >= instead of <=
        if total_ops >= self.hof:
            return 99
        elif total_ops >= self.diamond:
            return 1
        elif total_ops >= self.gold:
            return 2
        elif total_ops >= self.silver:
            return 3
        elif total_ops >= self.bronze:
            return 4
        else:
            return 5  # Common


# 2024 Season Thresholds (Original values)
PITCHER_THRESHOLDS_2024 = PitcherRarityThresholds(
    starter_hof=0.4,
    starter_diamond=0.475,
    starter_gold=0.53,
    starter_silver=0.6,
    starter_bronze=0.675,
    reliever_hof=0.325,
    reliever_diamond=0.4,
    reliever_gold=0.475,
    reliever_silver=0.55,
    reliever_bronze=0.625,
)

BATTER_THRESHOLDS_2024 = BatterRarityThresholds(
    hof=1.2,
    diamond=1.0,
    gold=0.9,
    silver=0.8,
    bronze=0.7,
)

# 2025 Season Thresholds (Adjusted based on data analysis)
PITCHER_THRESHOLDS_2025 = PitcherRarityThresholds(
    starter_hof=0.300,  # Top 5%
    starter_diamond=0.354,  # Top 15%
    starter_gold=0.384,  # Top 30%
    starter_silver=0.441,  # Top 50%
    starter_bronze=0.487,  # Top 70%
    reliever_hof=0.270,  # Top 5%
    reliever_diamond=0.319,  # Top 15%
    reliever_gold=0.370,  # Top 30%
    reliever_silver=0.436,  # Top 50%
    reliever_bronze=0.503,  # Top 70%
)

BATTER_THRESHOLDS_2025 = BatterRarityThresholds(
    hof=1.2,
    diamond=1.0,
    gold=0.9,
    silver=0.8,
    bronze=0.7,
)


def get_pitcher_thresholds(season: int) -> PitcherRarityThresholds:
    """Get pitcher rarity thresholds for a specific season."""
    if season >= 2025:
        return PITCHER_THRESHOLDS_2025
    else:
        return PITCHER_THRESHOLDS_2024


def get_batter_thresholds(season: int) -> BatterRarityThresholds:
    """Get batter rarity thresholds for a specific season."""
    if season >= 2025:
        return BATTER_THRESHOLDS_2025
    else:
        return BATTER_THRESHOLDS_2024


# Ordered from worst to best rarity.  Used for ladder comparisons such as the
# T4 refractor guard — do not change the order.
RARITY_LADDER = [5, 4, 3, 2, 1, 99]  # Common → Bronze → Silver → Gold → Diamond → HoF


def rarity_is_downgrade(current_rarity_id: int, new_rarity_id: int) -> bool:
    """Return True if new_rarity_id is a less prestigious tier than current_rarity_id.

    Uses the RARITY_LADDER ordering.  Unknown IDs are treated as position 0
    (worst), so an unknown current rarity will never trigger a downgrade guard.
    """
    try:
        current_pos = RARITY_LADDER.index(current_rarity_id)
    except ValueError:
        return False
    try:
        new_pos = RARITY_LADDER.index(new_rarity_id)
    except ValueError:
        return False
    return current_pos > new_pos