import logging
from collections import defaultdict
from typing import List

import mols2grid
import pandas as pd

logger = logging.getLogger(__name__)
logger.addHandler(logging.NullHandler())


def draw_grid_generate(
    samples: List[str],
    seeds: List[str] = [],
    n_cols: int = 3,
    size=(140, 200),
) -> str:
    """
    Uses mols2grid to draw a HTML grid for the generated molecules

    Args:
        samples: The generated samples.
        n_cols: Number of columns in grid. Defaults to 5.
        size: Size of molecule in grid. Defaults to (140, 200).

    Returns:
        HTML to display
    """

    result = defaultdict(list)
    result.update(
        {
            "SMILES": seeds + samples,
            "Name": [f"Seed_{i}" for i in range(len(seeds))]
            + [f"Generated_{i}" for i in range(len(samples))],
        },
    )

    result_df = pd.DataFrame(result)
    obj = mols2grid.display(
        result_df,
        tooltip=list(result.keys()),
        height=1100,
        n_cols=n_cols,
        name="Results",
        size=size,
    )
    return obj.data