from typing import Dict, List, Any
from transformers import AutoModel, AutoTokenizer


class EndpointHandler:
    def __init__(self, path="."):
        self.tokenizer = AutoTokenizer.from_pretrained(path)
        self.model = AutoModel.from_pretrained(path, trust_remote_code=True)
        self.model.eval()

    def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
        """
        data args:
            inputs (:obj: `str` | `PIL.Image` | `np.array`)
            kwargs
        Return:
            A :obj:`list` | `dict`: will be serialized and returned
        """
        # return self.pipeline(data['inputs'])
        return self.model.predict([data['inputs']], self.tokenizer, output_style='json')