"""
SEAL (Self-Adapting Language Models) model operations for the EVOSEAL CLI.
"""

from __future__ import annotations

from typing import Annotated

import typer

from ..base import EVOSEALCommand

app = typer.Typer(name="seal", help="SEAL (Self-Adapting Language Models) model operations")


@app.callback()
def main() -> None:
    """SEAL (Self-Adapting Language Models) model operations."""
    return None


@app.command("generate")
def generate_text(
    prompt: Annotated[
        str,
        typer.Argument(help="The prompt to generate text from."),
    ],
    model: Annotated[
        str | None,
        typer.Option("--model", "-m", help="Model to use for generation."),
    ] = None,
    temperature: Annotated[
        float,
        typer.Option("--temperature", "-t", help="Sampling temperature."),
    ] = 0.7,
    max_tokens: Annotated[
        int,
        typer.Option("--max-tokens", "-n", help="Maximum number of tokens to generate."),
    ] = 2048,
) -> None:
    """Generate text using a SEAL (Self-Adapting Language Models) model."""
    typer.echo(f"Generating text with prompt: {prompt}")
    # TODO: Implement actual SEAL (Self-Adapting Language Models) model integration
    typer.echo("SEAL (Self-Adapting Language Models) text generation is not yet implemented.")


@app.command("train")
def train_model(
    data_path: Annotated[
        str,
        typer.Argument(help="Path to training data."),
    ],
    output_dir: Annotated[
        str,
        typer.Option("--output-dir", "-o", help="Directory to save the trained model."),
    ] = "models/seal",
    epochs: Annotated[
        int,
        typer.Option("--epochs", "-e", help="Number of training epochs."),
    ] = 10,
    batch_size: Annotated[
        int,
        typer.Option("--batch-size", "-b", help="Batch size for training."),
    ] = 8,
) -> None:
    """Train a SEAL (Self-Adapting Language Models) model."""
    typer.echo(f"Training SEAL (Self-Adapting Language Models) model on data from {data_path}")
    # TODO: Implement actual SEAL (Self-Adapting Language Models) training
    typer.echo("SEAL (Self-Adapting Language Models) model training is not yet implemented.")


if __name__ == "__main__":
    app()
