UnisKB/apps/application/chat_pipeline/I_base_chat_pipeline.py

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# coding=utf-8
"""
@project: maxkb
@Author
@file I_base_chat_pipeline.py
@date2024/1/9 17:25
@desc:
"""
import time
from abc import abstractmethod
from typing import Type
from rest_framework import serializers
class IBaseChatPipelineStep:
def __init__(self):
# 当前步骤上下文,用于存储当前步骤信息
self.context = {}
@abstractmethod
def get_step_serializer(self, manage) -> Type[serializers.Serializer]:
pass
def valid_args(self, manage):
step_serializer_clazz = self.get_step_serializer(manage)
step_serializer = step_serializer_clazz(data=manage.context)
step_serializer.is_valid(raise_exception=True)
self.context['step_args'] = step_serializer.data
def run(self, manage):
"""
:param manage: 步骤管理器
:return: 执行结果
"""
start_time = time.time()
# 校验参数,
self.valid_args(manage)
self._run(manage)
self.context['start_time'] = start_time
self.context['run_time'] = time.time() - start_time
def _run(self, manage):
pass
def execute(self, **kwargs):
pass
def get_details(self, manage, **kwargs):
"""
运行详情
:return: 步骤详情
"""
return None