from typing import List
from transformers import PreTrainedModel
from transformers import PretrainedConfig
from QBModelConfig import QBModelConfig
from qbmodel import QuizBowlModel
from huggingface_hub import hf_hub_download

REPO_ID = "Backedman/TriviaAnsweringMachineREAL"
FILENAME = "models/Mythology_tfidf.pkl"

class QBModelWrapper(PreTrainedModel):
    config_class= QBModelConfig
    config = QBModelConfig
    
    hf_hub_download(repo_id=REPO_ID, filename='tfidf_model.py', local_dir='')
    hf_hub_download(repo_id=REPO_ID, filename='question_categorizer.py', local_dir='')
    hf_hub_download(repo_id=REPO_ID, filename='models/categorizer', local_dir='')



    def __init__(self, config):
        super().__init__(config)

        self.model = QuizBowlModel()
        self.predict = self.model.predict

    
    def forward(self, question):
        output = self.model.predict(question)
        return output[0]