AnP/Python/Managers/AIInterpretersManager.py

110 lines
3.7 KiB
Python

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
from typing import Any, Callable, Self, Optional
from Interfaces.Application.AnPInterface import AnPInterface
from Abstracts.AIInterpretersAbstract import AIInterpretersAbstract
from Models.AIResponseModel import AIResponseModel
from Models.AIPoolRequestsModel import AIPoolRequestsModel
from Utils.Common import Common
class AIInterpretersManager:
def __init__(self:Self, anp:AnPInterface) -> None:
self.anp:AnPInterface = anp
self.__interpreters:dict[str, AIInterpretersAbstract] = {}
self.__pool_requests:dict[str, AIPoolRequestsModel] = {}
self.update()
def update(self:Self) -> None:
key:str
for key in ("default_ai_interpreters_files", "ai_interpreters_files", "default_ai_interpreters", "ai_interpreters"):
self.add(self.anp.settings.get(key), True)
def reset(self:Self) -> None:
self.__interpreters = {}
self.update()
def close(self:Self) -> None:
key:str
for key in list(self.__interpreters.keys()):
self.remove(key)
def add(self:Self, inputs:Any|None, overwrite:bool = False) -> None:
subinputs:dict[str, Any|None]
for subinputs in Common.load_json(inputs, True):
key:str
value:Any|None
for key, value in subinputs.items():
if overwrite or key not in self.__interpreters:
interpreter:AIInterpretersAbstract|None = None
if isinstance(value, AIInterpretersAbstract):
interpreter = value
elif isinstance(value, dict) and "type" in value:
Model:AIInterpretersAbstract|None = self.anp.models.get(AIInterpretersAbstract, value["type"])
if Model is not None:
interpreter = Model(self.anp, key, value)
if interpreter is not None:
if key in self.__interpreters:
self.remove(key)
self.__interpreters[key] = interpreter
self.__pool_requests[interpreter.pool] = AIPoolRequestsModel()
def remove(self:Self, keys:Optional[str|list[str]] = None) -> None:
key:str
for key in Common.get_keys(keys) if keys else list(self.__interpreters.keys()):
if key in self.__interpreters:
pool:str = self.__interpreters[key].pool
has_interpreters:bool = False
interpreter:AIInterpretersAbstract
self.__pool_requests.get(pool).remove(self.__interpreters[key].key)
self.__interpreters[key].close()
del self.__interpreters[key]
for interpreter in self.__interpreters.values():
if interpreter.pool == pool:
has_interpreters = True
break
if not has_interpreters and pool in self.__pool_requests:
del self.__pool_requests[pool]
def request(self:Self, key:str, session:int|None, message:str, callback:Callable[[int, AIResponseModel], None]) -> int|None:
i:int|None = None
if key in self.__interpreters:
pool:str = self.__interpreters[key].pool
i = self.__pool_requests[pool].add(self.__interpreters[key], session, message, callback)
self.__pool_requests[pool].execute()
return i
def cancel_request(self:Self, key:str, id:int) -> None:
if key in self.__interpreters:
pool:str = self.__interpreters[key].pool
if id in self.__pool_requests[pool].pool:
del self.__pool_requests[pool].pool[id]