paper-dynasty-card-creation/pd_cards/commands/custom.py

"""
Custom character card management.

Commands for creating and managing fictional player cards using YAML profiles.
Supports both batters and pitchers with their respective schemas.
"""

import asyncio
from datetime import datetime
from pathlib import Path
from typing import Literal

import typer
import yaml
from rich.console import Console
from rich.table import Table

app = typer.Typer(no_args_is_help=True)
console = Console()

# Profile directory relative to this file
PROFILES_DIR = Path(__file__).parent.parent / "custom" / "profiles"

# Default x-check values for pitchers (from calcs_pitcher.py)
DEFAULT_XCHECKS = {
    "xcheck_p": 1.0,
    "xcheck_c": 3.0,
    "xcheck_1b": 2.0,
    "xcheck_2b": 6.0,
    "xcheck_3b": 3.0,
    "xcheck_ss": 7.0,
    "xcheck_lf": 2.0,
    "xcheck_cf": 3.0,
    "xcheck_rf": 2.0,
}
TOTAL_XCHECK = sum(DEFAULT_XCHECKS.values())  # 29.0


def get_profile_path(name: str) -> Path:
    """Get the path to a character profile YAML file."""
    # Normalize name: lowercase, replace spaces with underscores
    normalized = name.lower().replace(" ", "_").replace("-", "_")
    return PROFILES_DIR / f"{normalized}.yaml"


def load_profile(name: str) -> dict:
    """Load a character profile from YAML."""
    profile_path = get_profile_path(name)
    if not profile_path.exists():
        console.print(f"[red]Profile not found:[/red] {profile_path}")
        raise typer.Exit(1)

    with open(profile_path) as f:
        return yaml.safe_load(f)


def detect_player_type(profile: dict) -> Literal["batter", "pitcher"]:
    """Detect player type from profile structure."""
    # Explicit type field takes precedence
    if "player_type" in profile:
        return profile["player_type"]

    # Check for pitcher-specific fields
    if "pitching" in profile:
        return "pitcher"
    if "pitching_card_id" in profile:
        return "pitcher"

    # Check ratings structure for pitcher-specific fields
    if "ratings" in profile:
        sample_rating = profile["ratings"].get("vs_L") or profile["ratings"].get("vs_R")
        if sample_rating:
            # Pitchers have xcheck fields and double_cf instead of double_pull
            if "xcheck_p" in sample_rating or "double_cf" in sample_rating:
                return "pitcher"

    return "batter"


def calc_batter_ops(ratings: dict) -> tuple[float, float, float]:
    """Calculate AVG, OBP, SLG from batter ratings dict."""
    avg = (
        ratings["homerun"]
        + ratings["bp_homerun"] / 2
        + ratings["triple"]
        + ratings["double_three"]
        + ratings["double_two"]
        + ratings["double_pull"]
        + ratings["single_two"]
        + ratings["single_one"]
        + ratings["single_center"]
        + ratings["bp_single"] / 2
    ) / 108
    obp = avg + (ratings["hbp"] + ratings["walk"]) / 108
    slg = (
        ratings["homerun"] * 4
        + ratings["bp_homerun"] * 2
        + ratings["triple"] * 3
        + (ratings["double_three"] + ratings["double_two"] + ratings["double_pull"]) * 2
        + ratings["single_two"]
        + ratings["single_one"]
        + ratings["single_center"]
        + ratings["bp_single"] / 2
    ) / 108
    return avg, obp, slg


def calc_pitcher_ops(ratings: dict) -> tuple[float, float, float]:
    """Calculate AVG, OBP, SLG allowed from pitcher ratings dict."""
    # Pitchers use double_cf instead of double_pull
    avg = (
        ratings["homerun"]
        + ratings["bp_homerun"] / 2
        + ratings["triple"]
        + ratings["double_three"]
        + ratings["double_two"]
        + ratings.get("double_cf", 0)
        + ratings["single_two"]
        + ratings["single_one"]
        + ratings["single_center"]
        + ratings["bp_single"] / 2
    ) / 108
    obp = avg + (ratings["hbp"] + ratings["walk"]) / 108
    slg = (
        ratings["homerun"] * 4
        + ratings["bp_homerun"] * 2
        + ratings["triple"] * 3
        + (
            ratings["double_three"]
            + ratings["double_two"]
            + ratings.get("double_cf", 0)
        )
        * 2
        + ratings["single_two"]
        + ratings["single_one"]
        + ratings["single_center"]
        + ratings["bp_single"] / 2
    ) / 108
    return avg, obp, slg


def verify_batter_total(ratings: dict) -> float:
    """Verify batter ratings sum to 108."""
    return sum(
        [
            ratings["homerun"],
            ratings["bp_homerun"],
            ratings["triple"],
            ratings["double_three"],
            ratings["double_two"],
            ratings["double_pull"],
            ratings["single_two"],
            ratings["single_one"],
            ratings["single_center"],
            ratings["bp_single"],
            ratings["walk"],
            ratings["hbp"],
            ratings["strikeout"],
            ratings["lineout"],
            ratings["popout"],
            ratings["flyout_a"],
            ratings["flyout_bq"],
            ratings["flyout_lf_b"],
            ratings["flyout_rf_b"],
            ratings["groundout_a"],
            ratings["groundout_b"],
            ratings["groundout_c"],
        ]
    )


def verify_pitcher_total(ratings: dict) -> float:
    """Verify pitcher ratings sum to 108."""
    return sum(
        [
            # Hits
            ratings["homerun"],
            ratings["bp_homerun"],
            ratings["triple"],
            ratings["double_three"],
            ratings["double_two"],
            ratings.get("double_cf", 0),
            ratings["single_two"],
            ratings["single_one"],
            ratings["single_center"],
            ratings["bp_single"],
            # On-base
            ratings["walk"],
            ratings["hbp"],
            # Outs
            ratings["strikeout"],
            ratings["flyout_lf_b"],
            ratings.get("flyout_cf_b", 0),
            ratings["flyout_rf_b"],
            ratings["groundout_a"],
            ratings["groundout_b"],
            # X-checks (29 total)
            ratings.get("xcheck_p", 1.0),
            ratings.get("xcheck_c", 3.0),
            ratings.get("xcheck_1b", 2.0),
            ratings.get("xcheck_2b", 6.0),
            ratings.get("xcheck_3b", 3.0),
            ratings.get("xcheck_ss", 7.0),
            ratings.get("xcheck_lf", 2.0),
            ratings.get("xcheck_cf", 3.0),
            ratings.get("xcheck_rf", 2.0),
        ]
    )


@app.command("list")
def list_profiles():
    """List all available character profiles."""
    if not PROFILES_DIR.exists():
        console.print("[yellow]No profiles directory found.[/yellow]")
        console.print(f"Create profiles in: {PROFILES_DIR}")
        return

    profiles = list(PROFILES_DIR.glob("*.yaml"))
    if not profiles:
        console.print("[yellow]No character profiles found.[/yellow]")
        console.print(f"Create YAML profiles in: {PROFILES_DIR}")
        return

    table = Table(title="Custom Character Profiles")
    table.add_column("Name", style="cyan")
    table.add_column("Type", style="magenta")
    table.add_column("Target OPS", justify="right")
    table.add_column("Positions")
    table.add_column("Player ID", justify="right")

    for profile_path in sorted(profiles):
        try:
            with open(profile_path) as f:
                profile = yaml.safe_load(f)
            name = profile.get("name", profile_path.stem)
            player_type = detect_player_type(profile)
            target_ops = profile.get("target_ops", "-")
            positions = (
                ", ".join(profile.get("positions", {}).keys())
                if isinstance(profile.get("positions"), dict)
                else "-"
            )
            player_id = str(profile.get("player_id", "-"))
            table.add_row(name, player_type, str(target_ops), positions, player_id)
        except Exception as e:
            table.add_row(profile_path.stem, "?", f"[red]Error: {e}[/red]", "", "")

    console.print(table)


@app.command()
def preview(
    character: str = typer.Argument(
        ..., help="Character profile name (e.g., kalin_young)"
    ),
):
    """Preview a custom character's calculated ratings."""
    profile = load_profile(character)
    player_type = detect_player_type(profile)

    console.print()
    console.print("=" * 70)
    type_label = "PITCHER" if player_type == "pitcher" else "BATTER"
    console.print(f"[bold]{profile['name']}[/bold] - CUSTOM {type_label} PREVIEW")
    console.print("=" * 70)
    console.print()

    console.print(f"Type: {player_type.capitalize()}")
    hand_label = "Throws" if player_type == "pitcher" else "Bats"
    console.print(f"{hand_label}: {profile.get('hand', 'R')}")
    console.print(f"Target OPS: {profile.get('target_ops', 'N/A')}")
    console.print(f"Player ID: {profile.get('player_id', 'Not created')}")
    console.print(f"Cardset ID: {profile.get('cardset_id', 'N/A')}")

    # Display pitcher-specific info
    if player_type == "pitcher" and "pitching" in profile:
        pit = profile["pitching"]
        console.print()
        console.print("[bold]Pitching Roles:[/bold]")
        console.print(f"  Starter Rating: {pit.get('starter_rating', '-')}")
        console.print(f"  Relief Rating: {pit.get('relief_rating', '-')}")
        console.print(f"  Closer Rating: {pit.get('closer_rating', '-')}")

    # Display positions
    if "positions" in profile:
        console.print()
        console.print("[bold]Defensive Positions:[/bold]")
        for pos, stats in profile["positions"].items():
            if isinstance(stats, dict):
                console.print(
                    f"  {pos}: Range {stats.get('range', '-')} / Error {stats.get('error', '-')} / Arm {stats.get('arm', '-')}"
                )
            else:
                console.print(f"  {pos}")

    # Display ratings
    if "ratings" in profile:
        console.print()
        rating_label = (
            "Pitching Ratings (OPS Allowed)"
            if player_type == "pitcher"
            else "Batting Ratings"
        )
        console.print(f"[bold]{rating_label}:[/bold]")

        calc_ops = calc_pitcher_ops if player_type == "pitcher" else calc_batter_ops
        verify_total = (
            verify_pitcher_total if player_type == "pitcher" else verify_batter_total
        )

        for vs_hand in ["vs_L", "vs_R"]:
            if vs_hand in profile["ratings"]:
                ratings = profile["ratings"][vs_hand]
                avg, obp, slg = calc_ops(ratings)
                ops = obp + slg
                total = verify_total(ratings)

                # For pitchers, vs_L means "vs left-handed batters"
                hand_suffix = "HB" if player_type == "pitcher" else "HP"
                console.print(f"\n  VS {vs_hand[-1]}{hand_suffix}:")
                console.print(
                    f"    AVG: {avg:.3f}  OBP: {obp:.3f}  SLG: {slg:.3f}  OPS: {ops:.3f}"
                )
                console.print(f"    Total Chances: {total:.2f} (must be 108.0)")

                if abs(total - 108.0) > 0.01:
                    console.print("    [red]WARNING: Total is not 108![/red]")

        # Calculate combined OPS
        if "vs_L" in profile["ratings"] and "vs_R" in profile["ratings"]:
            _, obp_l, slg_l = calc_ops(profile["ratings"]["vs_L"])
            _, obp_r, slg_r = calc_ops(profile["ratings"]["vs_R"])
            ops_l = obp_l + slg_l
            ops_r = obp_r + slg_r

            # Pitchers use max(), batters use min()
            if player_type == "pitcher":
                total_ops = (ops_l + ops_r + max(ops_l, ops_r)) / 3
            else:
                total_ops = (ops_l + ops_r + min(ops_l, ops_r)) / 3

            console.print(f"\n  [bold]Combined OPS: {total_ops:.3f}[/bold]")

    # Display baserunning (batters only)
    if player_type == "batter" and "baserunning" in profile:
        br = profile["baserunning"]
        console.print("\n[bold]Baserunning:[/bold]")
        console.print(
            f"  Steal Range: {br.get('steal_low', '-')}-{br.get('steal_high', '-')}"
        )
        console.print(f"  Steal Jump: {br.get('steal_jump', '-')}")
        console.print(f"  Running: {br.get('running', '-')}")

    console.print()
    console.print("[yellow]Preview only - not submitted to database[/yellow]")


@app.command()
def submit(
    character: str = typer.Argument(..., help="Character profile name"),
    dry_run: bool = typer.Option(
        False, "--dry-run", "-n", help="Preview changes without saving"
    ),
    skip_s3: bool = typer.Option(
        False, "--skip-s3", help="Skip S3 upload after submit"
    ),
    create: bool = typer.Option(
        False,
        "--create",
        "-c",
        help="Create new player in database (requires cardset_id in profile)",
    ),
):
    """Submit a custom character to the database."""
    profile = load_profile(character)
    player_type = detect_player_type(profile)

    console.print()
    console.print("=" * 70)
    action = "CREATING" if create else "SUBMITTING"
    console.print(f"[bold]{action} {profile['name']} ({player_type})[/bold]")
    console.print("=" * 70)

    if dry_run:
        console.print("[yellow]DRY RUN - no changes will be made[/yellow]")
        console.print()

    # Verify ratings
    verify_total = (
        verify_pitcher_total if player_type == "pitcher" else verify_batter_total
    )

    if "ratings" in profile:
        for vs_hand in ["vs_L", "vs_R"]:
            if vs_hand in profile["ratings"]:
                total = verify_total(profile["ratings"][vs_hand])
                if abs(total - 108.0) > 0.01:
                    console.print(
                        f"[red]ERROR: {vs_hand} ratings total is {total:.2f}, must be 108.0[/red]"
                    )
                    raise typer.Exit(1)

    # Validate create requirements
    if create:
        if not profile.get("cardset_id"):
            console.print(
                "[red]ERROR: cardset_id required in profile for --create[/red]"
            )
            raise typer.Exit(1)
        if profile.get("player_id"):
            console.print(
                "[red]ERROR: player_id already set - use submit without --create to update[/red]"
            )
            raise typer.Exit(1)

    if dry_run:
        console.print("[green]Validation passed - ready to submit[/green]")
        return

    # Import database functions
    try:
        from pd_cards.core.db import db_get, db_put, db_patch, db_post
    except ImportError:
        # Fallback to old location during migration
        import sys

        sys.path.insert(0, str(Path(__file__).parent.parent.parent))
        from db_calls import db_get, db_put, db_patch, db_post

    async def do_create():
        """Create a new player in the database."""
        # Parse name
        name_parts = profile["name"].split()
        name_first = name_parts[0]
        name_last = " ".join(name_parts[1:]) if len(name_parts) > 1 else name_parts[0]

        # Generate bbref_id for custom player (with timestamp to avoid conflicts)
        timestamp = int(datetime.now().timestamp())
        bbref_id = f"custom_{name_last.lower().replace(' ', '')}{name_first[0].lower()}{timestamp}"

        cardset_id = profile["cardset_id"]
        hand = profile.get("hand", "R")

        console.print(f"Name: {name_first} {name_last}")
        console.print(f"BBRef ID: {bbref_id}")
        console.print(f"Cardset: {cardset_id}")
        console.print()

        # Step 1: Create Player record (custom players don't need MLBPlayer)
        console.print("Creating Player record...")
        now = datetime.now()
        release_date = f"{now.year}-{now.month}-{now.day}"

        # Get first position for pos_1
        positions = list(profile.get("positions", {}).keys())
        pos_1 = positions[0] if positions else "DH"

        player_payload = {
            "p_name": f"{name_first} {name_last}",
            "bbref_id": bbref_id,
            "fangraphs_id": 0,
            "mlbam_id": 0,
            "retrosheet_id": "",
            "hand": hand,
            "mlb_team_id": 1,
            "franchise_id": 1,  # Default franchise
            "cardset_id": cardset_id,
            "description": "Custom",
            "is_custom": True,
            # Required fields
            "cost": 100,  # Default cost
            "image": "",  # Will be patched after
            "mlbclub": "Custom Ballplayers",
            "franchise": "Custom Ballplayers",
            "set_num": 9999,
            "rarity_id": 5,  # Common
            "pos_1": pos_1,
        }

        new_player = await db_post("players", payload=player_payload)
        player_id = new_player["player_id"]
        console.print(f"[green]  Created Player (ID: {player_id})[/green]")

        # Step 3: Patch Player with image URL
        card_type = "batting" if player_type == "batter" else "pitching"
        image_url = f"https://pd.manticorum.com/api/v2/players/{player_id}/{card_type}card?d={release_date}"
        await db_patch("players", object_id=player_id, params=[("image", image_url)])
        console.print("[green]  Updated Player with image URL[/green]")

        # Step 4: Create Card
        if player_type == "batter":
            console.print("Creating BattingCard...")
            baserunning = profile.get("baserunning", {})
            batting_card_payload = {
                "cards": [
                    {
                        "player_id": player_id,
                        "key_bbref": bbref_id,
                        "key_fangraphs": 0,
                        "key_mlbam": 0,
                        "key_retro": "",
                        "name_first": name_first,
                        "name_last": name_last,
                        "steal_low": baserunning.get("steal_low", 5),
                        "steal_high": baserunning.get("steal_high", 12),
                        "steal_auto": 1 if baserunning.get("steal_auto") else 0,
                        "steal_jump": baserunning.get("steal_jump", 0.15),
                        "hit_and_run": baserunning.get("hit_and_run", "C"),
                        "running": baserunning.get("running", 10),
                        "bunting": baserunning.get("bunting", "C"),
                        "hand": hand,
                    }
                ]
            }
            await db_put("battingcards", payload=batting_card_payload, timeout=10)

            # Get the card ID
            bc_query = await db_get("battingcards", params=[("player_id", player_id)])
            card_id = bc_query["cards"][0]["id"]
            card_id_field = "battingcard_id"
            ratings_endpoint = "battingcardratings"
            console.print(f"[green]  Created BattingCard (ID: {card_id})[/green]")
        else:
            console.print("Creating PitchingCard...")
            pitching = profile.get("pitching", {})
            pitching_card_payload = {
                "cards": [
                    {
                        "player_id": player_id,
                        "key_bbref": bbref_id,
                        "key_fangraphs": 0,
                        "key_mlbam": 0,
                        "key_retro": "",
                        "name_first": name_first,
                        "name_last": name_last,
                        "hand": hand,
                        "starter_rating": pitching.get("starter_rating", 5),
                        "relief_rating": pitching.get("relief_rating", 5),
                        "closer_rating": pitching.get("closer_rating"),
                    }
                ]
            }
            await db_put("pitchingcards", payload=pitching_card_payload, timeout=10)

            # Get the card ID
            pc_query = await db_get("pitchingcards", params=[("player_id", player_id)])
            card_id = pc_query["cards"][0]["id"]
            card_id_field = "pitchingcard_id"
            ratings_endpoint = "pitchingcardratings"
            console.print(f"[green]  Created PitchingCard (ID: {card_id})[/green]")

        # Step 5: Create ratings
        console.print("Creating ratings...")
        ratings_list = []
        for vs_hand, ratings in profile["ratings"].items():
            hand_char = vs_hand[-1]  # 'L' or 'R'
            rating_data = {card_id_field: card_id, "vs_hand": hand_char, **ratings}
            ratings_list.append(rating_data)

        await db_put(ratings_endpoint, payload={"ratings": ratings_list}, timeout=10)
        console.print("[green]  Created ratings[/green]")

        # Step 6: Create positions
        console.print("Creating positions...")
        positions_list = []
        for pos, stats in profile.get("positions", {}).items():
            if isinstance(stats, dict):
                positions_list.append(
                    {"player_id": player_id, "position": pos, **stats}
                )
            else:
                positions_list.append(
                    {
                        "player_id": player_id,
                        "position": pos,
                    }
                )

        if positions_list:
            await db_put(
                "cardpositions", payload={"positions": positions_list}, timeout=10
            )
            console.print(f"[green]  Created {len(positions_list)} position(s)[/green]")

        # Step 7: Update YAML profile with IDs
        console.print("Updating profile with IDs...")
        profile["player_id"] = player_id
        if player_type == "batter":
            profile["batting_card_id"] = card_id
        else:
            profile["pitching_card_id"] = card_id

        profile_path = get_profile_path(character)
        with open(profile_path, "w") as f:
            yaml.dump(profile, f, default_flow_style=False, sort_keys=False)
        console.print(f"[green]  Updated {profile_path.name}[/green]")

        console.print()
        console.print(
            f"[bold green]Successfully created {profile['name']}![/bold green]"
        )
        console.print(f"Player ID: {player_id}")
        console.print(f"Card ID: {card_id}")
        console.print(
            f"URL: https://pd.manticorum.com/api/v2/players/{player_id}/{card_type}card?d={release_date}"
        )

    async def do_submit():
        """Update an existing player in the database."""
        player_id = profile.get("player_id")

        if player_type == "pitcher":
            card_id = profile.get("pitching_card_id")
            card_id_field = "pitchingcard_id"
            ratings_endpoint = "pitchingcardratings"
        else:
            card_id = profile.get("batting_card_id")
            card_id_field = "battingcard_id"
            ratings_endpoint = "battingcardratings"

        if not player_id or not card_id:
            id_field = (
                "pitching_card_id" if player_type == "pitcher" else "batting_card_id"
            )
            console.print(f"[red]ERROR: Profile missing player_id or {id_field}[/red]")
            console.print(
                "Use --create to create a new player, or add IDs to the profile."
            )
            raise typer.Exit(1)

        # Update ratings
        if "ratings" in profile:
            console.print("Updating ratings...")
            ratings_list = []
            for vs_hand, ratings in profile["ratings"].items():
                hand = vs_hand[-1]  # 'L' or 'R'
                rating_data = {card_id_field: card_id, "vs_hand": hand, **ratings}
                ratings_list.append(rating_data)

            await db_put(
                ratings_endpoint, payload={"ratings": ratings_list}, timeout=10
            )
            console.print("[green]  Ratings updated[/green]")

        # Update positions
        if "positions" in profile:
            console.print("Updating positions...")
            positions_list = []
            for pos, stats in profile["positions"].items():
                if isinstance(stats, dict):
                    positions_list.append(
                        {"player_id": player_id, "position": pos, **stats}
                    )
                else:
                    positions_list.append(
                        {
                            "player_id": player_id,
                            "position": pos,
                        }
                    )

            await db_put(
                "cardpositions", payload={"positions": positions_list}, timeout=10
            )
            console.print("[green]  Positions updated[/green]")

        console.print()
        console.print(f"[green]Successfully updated {profile['name']}![/green]")

        if not skip_s3:
            console.print()
            console.print("[yellow]S3 upload not yet implemented in CLI[/yellow]")
            console.print("Run manually: python check_cards_and_upload.py")

    if create:
        asyncio.run(do_create())
    else:
        asyncio.run(do_submit())


@app.command()
def new(
    name: str = typer.Option(..., "--name", "-n", help="Character name"),
    player_type: str = typer.Option(
        "batter", "--type", "-t", help="Player type (batter/pitcher)"
    ),
    hand: str = typer.Option(
        "R", "--hand", "-h", help="Batting/throwing hand (L/R, or S for switch-hitter)"
    ),
    target_ops: float = typer.Option(
        0.750, "--target-ops", help="Target OPS (or OPS allowed for pitchers)"
    ),
):
    """Create a new character profile template."""
    profile_path = get_profile_path(name)

    if profile_path.exists():
        console.print(f"[red]Profile already exists:[/red] {profile_path}")
        raise typer.Exit(1)

    player_type = player_type.lower()
    if player_type not in ("batter", "pitcher"):
        console.print(f"[red]Invalid player type:[/red] {player_type}")
        console.print("Must be 'batter' or 'pitcher'")
        raise typer.Exit(1)

    if player_type == "pitcher":
        template = create_pitcher_template(name, hand, target_ops)
    else:
        template = create_batter_template(name, hand, target_ops)

    # Ensure directory exists
    PROFILES_DIR.mkdir(parents=True, exist_ok=True)

    with open(profile_path, "w") as f:
        yaml.dump(template, f, default_flow_style=False, sort_keys=False)

    console.print(f"[green]Created {player_type} profile:[/green] {profile_path}")
    console.print()
    console.print("Next steps:")
    console.print(f"  1. Edit the profile: {profile_path}")
    console.print(
        f"  2. Preview: pd-cards custom preview {name.lower().replace(' ', '_')}"
    )
    console.print(
        f"  3. Submit: pd-cards custom submit {name.lower().replace(' ', '_')}"
    )


def create_batter_template(name: str, hand: str, target_ops: float) -> dict:
    """Create a batter profile template."""
    return {
        "name": name,
        "player_type": "batter",
        "hand": hand.upper(),
        "target_ops": target_ops,
        "cardset_id": None,
        "player_id": None,
        "batting_card_id": None,
        "positions": {
            "RF": {"range": 3, "error": 7, "arm": 0},
        },
        "baserunning": {
            "steal_jump": 0.15,
            "steal_high": 12,
            "steal_low": 5,
            "steal_auto": 0,
            "running": 10,
            "hit_and_run": "C",
            "bunting": "C",
        },
        "ratings": {
            "vs_L": {
                "homerun": 2.0,
                "bp_homerun": 1.0,
                "triple": 0.5,
                "double_three": 0.0,
                "double_two": 4.0,
                "double_pull": 2.0,
                "single_two": 5.0,
                "single_one": 5.0,
                "single_center": 5.0,
                "bp_single": 3.0,
                "walk": 10.0,
                "hbp": 1.0,
                "strikeout": 20.0,
                "lineout": 12.0,
                "popout": 2.0,
                "flyout_a": 2.0,
                "flyout_bq": 2.0,
                "flyout_lf_b": 4.0,
                "flyout_rf_b": 4.0,
                "groundout_a": 5.0,
                "groundout_b": 10.0,
                "groundout_c": 8.5,
                "pull_rate": 0.30,
                "center_rate": 0.40,
                "slap_rate": 0.30,
            },
            "vs_R": {
                "homerun": 2.0,
                "bp_homerun": 1.0,
                "triple": 0.5,
                "double_three": 0.0,
                "double_two": 4.0,
                "double_pull": 2.0,
                "single_two": 5.0,
                "single_one": 5.0,
                "single_center": 5.0,
                "bp_single": 3.0,
                "walk": 10.0,
                "hbp": 1.0,
                "strikeout": 20.0,
                "lineout": 12.0,
                "popout": 2.0,
                "flyout_a": 2.0,
                "flyout_bq": 2.0,
                "flyout_lf_b": 4.0,
                "flyout_rf_b": 4.0,
                "groundout_a": 5.0,
                "groundout_b": 10.0,
                "groundout_c": 8.5,
                "pull_rate": 0.30,
                "center_rate": 0.40,
                "slap_rate": 0.30,
            },
        },
    }


def create_pitcher_template(name: str, hand: str, target_ops: float) -> dict:
    """Create a pitcher profile template."""
    return {
        "name": name,
        "player_type": "pitcher",
        "hand": hand.upper(),
        "target_ops": target_ops,  # OPS allowed
        "cardset_id": None,
        "player_id": None,
        "pitching_card_id": None,
        "positions": {
            "P": None,  # Pitchers just have P position, no defensive ratings
        },
        "pitching": {
            "starter_rating": 5,
            "relief_rating": 5,
            "closer_rating": None,
        },
        "ratings": {
            # vs_L = performance vs left-handed batters (total = 108)
            "vs_L": {
                # Hits allowed (23.5)
                "homerun": 1.0,
                "bp_homerun": 1.0,
                "triple": 0.5,
                "double_three": 0.0,
                "double_two": 3.0,
                "double_cf": 2.0,
                "single_two": 4.0,
                "single_one": 3.0,
                "single_center": 4.0,
                "bp_single": 5.0,
                # On-base allowed (9.0)
                "walk": 8.0,
                "hbp": 1.0,
                # Outs (46.5)
                "strikeout": 20.0,
                "flyout_lf_b": 4.0,
                "flyout_cf_b": 5.0,
                "flyout_rf_b": 4.0,
                "groundout_a": 6.0,
                "groundout_b": 7.5,
                # X-checks (fielder plays - 29 total)
                "xcheck_p": 1.0,
                "xcheck_c": 3.0,
                "xcheck_1b": 2.0,
                "xcheck_2b": 6.0,
                "xcheck_3b": 3.0,
                "xcheck_ss": 7.0,
                "xcheck_lf": 2.0,
                "xcheck_cf": 3.0,
                "xcheck_rf": 2.0,
            },
            # vs_R = performance vs right-handed batters (total = 108)
            "vs_R": {
                # Hits allowed (27.0)
                "homerun": 1.5,
                "bp_homerun": 1.5,
                "triple": 0.5,
                "double_three": 0.0,
                "double_two": 4.0,
                "double_cf": 2.0,
                "single_two": 4.5,
                "single_one": 3.5,
                "single_center": 4.5,
                "bp_single": 5.0,
                # On-base allowed (10.0)
                "walk": 9.0,
                "hbp": 1.0,
                # Outs (42.0)
                "strikeout": 15.0,
                "flyout_lf_b": 4.0,
                "flyout_cf_b": 5.0,
                "flyout_rf_b": 4.0,
                "groundout_a": 6.0,
                "groundout_b": 8.0,
                # X-checks (29 total)
                "xcheck_p": 1.0,
                "xcheck_c": 3.0,
                "xcheck_1b": 2.0,
                "xcheck_2b": 6.0,
                "xcheck_3b": 3.0,
                "xcheck_ss": 7.0,
                "xcheck_lf": 2.0,
                "xcheck_cf": 3.0,
                "xcheck_rf": 2.0,
            },
        },
    }