import json

from flask import current_app
from flask_restful import fields, marshal_with

from controllers.console import api
from controllers.console.app.error import AppUnavailableError
from controllers.console.explore.wraps import InstalledAppResource
from extensions.ext_database import db
from models.model import AppMode, AppModelConfig, InstalledApp
from models.tools import ApiToolProvider


class AppParameterApi(InstalledAppResource):
    """Resource for app variables."""
    variable_fields = {
        'key': fields.String,
        'name': fields.String,
        'description': fields.String,
        'type': fields.String,
        'default': fields.String,
        'max_length': fields.Integer,
        'options': fields.List(fields.String)
    }

    system_parameters_fields = {
        'image_file_size_limit': fields.String
    }

    parameters_fields = {
        'opening_statement': fields.String,
        'suggested_questions': fields.Raw,
        'suggested_questions_after_answer': fields.Raw,
        'speech_to_text': fields.Raw,
        'text_to_speech': fields.Raw,
        'retriever_resource': fields.Raw,
        'annotation_reply': fields.Raw,
        'more_like_this': fields.Raw,
        'user_input_form': fields.Raw,
        'sensitive_word_avoidance': fields.Raw,
        'file_upload': fields.Raw,
        'system_parameters': fields.Nested(system_parameters_fields)
    }

    @marshal_with(parameters_fields)
    def get(self, installed_app: InstalledApp):
        """Retrieve app parameters."""
        app_model = installed_app.app

        if app_model.mode in [AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value]:
            workflow = app_model.workflow
            if workflow is None:
                raise AppUnavailableError()

            features_dict = workflow.features_dict
            user_input_form = workflow.user_input_form
        else:
            app_model_config = app_model.app_model_config
            features_dict = app_model_config.to_dict()

            user_input_form = features_dict.get('user_input_form', [])

        return {
            'opening_statement': features_dict.get('opening_statement'),
            'suggested_questions': features_dict.get('suggested_questions', []),
            'suggested_questions_after_answer': features_dict.get('suggested_questions_after_answer',
                                                                  {"enabled": False}),
            'speech_to_text': features_dict.get('speech_to_text', {"enabled": False}),
            'text_to_speech': features_dict.get('text_to_speech', {"enabled": False}),
            'retriever_resource': features_dict.get('retriever_resource', {"enabled": False}),
            'annotation_reply': features_dict.get('annotation_reply', {"enabled": False}),
            'more_like_this': features_dict.get('more_like_this', {"enabled": False}),
            'user_input_form': user_input_form,
            'sensitive_word_avoidance': features_dict.get('sensitive_word_avoidance',
                                                          {"enabled": False, "type": "", "configs": []}),
            'file_upload': features_dict.get('file_upload', {"image": {
                                                     "enabled": False,
                                                     "number_limits": 3,
                                                     "detail": "high",
                                                     "transfer_methods": ["remote_url", "local_file"]
                                                 }}),
            'system_parameters': {
                'image_file_size_limit': current_app.config.get('UPLOAD_IMAGE_FILE_SIZE_LIMIT')
            }
        }


class ExploreAppMetaApi(InstalledAppResource):
    def get(self, installed_app: InstalledApp):
        """Get app meta"""
        app_model_config: AppModelConfig = installed_app.app.app_model_config

        if not app_model_config:
            return {
                'tool_icons': {}
            }

        agent_config = app_model_config.agent_mode_dict or {}
        meta = {
            'tool_icons': {}
        }

        # get all tools
        tools = agent_config.get('tools', [])
        url_prefix = (current_app.config.get("CONSOLE_API_URL")
                      + "/console/api/workspaces/current/tool-provider/builtin/")
        for tool in tools:
            keys = list(tool.keys())
            if len(keys) >= 4:
                # current tool standard
                provider_type = tool.get('provider_type')
                provider_id = tool.get('provider_id')
                tool_name = tool.get('tool_name')
                if provider_type == 'builtin':
                    meta['tool_icons'][tool_name] = url_prefix + provider_id + '/icon'
                elif provider_type == 'api':
                    try:
                        provider: ApiToolProvider = db.session.query(ApiToolProvider).filter(
                            ApiToolProvider.id == provider_id
                        )
                        meta['tool_icons'][tool_name] = json.loads(provider.icon)
                    except:
                        meta['tool_icons'][tool_name] = {
                            "background": "#252525",
                            "content": "\ud83d\ude01"
                        }

        return meta


api.add_resource(AppParameterApi, '/installed-apps/<uuid:installed_app_id>/parameters',
                 endpoint='installed_app_parameters')
api.add_resource(ExploreAppMetaApi, '/installed-apps/<uuid:installed_app_id>/meta', endpoint='installed_app_meta')
