# coding=utf-8
import base64
import os
from typing import Dict

from django.utils.translation import gettext as _
from langchain_core.messages import HumanMessage

from common import forms
from common.exception.app_exception import AppApiException
from common.forms import BaseForm
from models_provider.base_model_provider import BaseModelCredential, ValidCode
from models_provider.impl.xf_model_provider.model.image import ImageMessage
from common.utils.logger import maxkb_logger

class XunFeiImageModelCredential(BaseForm, BaseModelCredential):
    spark_api_url = forms.TextInputField('API URL', required=True,
                                         default_value='wss://spark-api.cn-huabei-1.xf-yun.com/v2.1/image')
    spark_app_id = forms.TextInputField('APP ID', required=True)
    spark_api_key = forms.PasswordInputField("API Key", required=True)
    spark_api_secret = forms.PasswordInputField('API Secret', required=True)

    def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
                 raise_exception=False):
        model_type_list = provider.get_model_type_list()
        if not any(list(filter(lambda mt: mt.get('value') == model_type, model_type_list))):
            raise AppApiException(ValidCode.valid_error.value,
                                  _('{model_type} Model type is not supported').format(model_type=model_type))

        for key in ['spark_api_url', 'spark_app_id', 'spark_api_key', 'spark_api_secret']:
            if key not in model_credential:
                if raise_exception:
                    raise AppApiException(ValidCode.valid_error.value, _('{key}  is required').format(key=key))
                else:
                    return False
        try:
            model = provider.get_model(model_type, model_name, model_credential, **model_params)
            cwd = os.path.dirname(os.path.abspath(__file__))
            with open(f'{cwd}/img_1.png', 'rb') as f:
                message_list = [ImageMessage(str(base64.b64encode(f.read()), 'utf-8')),
                                HumanMessage(_('Please outline this picture'))]
                model.stream(message_list)
        except Exception as e:
            maxkb_logger.error(f'Exception: {e}', exc_info=True)
            if isinstance(e, AppApiException):
                raise e
            if raise_exception:
                raise AppApiException(ValidCode.valid_error.value,
                                      _('Verification failed, please check whether the parameters are correct: {error}').format(
                                          error=str(e)))
            else:
                return False
        return True

    def encryption_dict(self, model: Dict[str, object]):
        return {**model, 'spark_api_secret': super().encryption(model.get('spark_api_secret', ''))}

    def get_model_params_setting_form(self, model_name):
        pass