WTOAAM/wtoaamapi/apps/viewDemo/viewDataAnalysis.py

# -*- coding: utf-8 -*-
import traceback
from drf_yasg import openapi
from drf_yasg.utils import swagger_auto_schema
from rest_framework.viewsets import ViewSet
from django.http import HttpResponse
from utils.rdbmsUtil.databaseUtil import DatabaseUtil
# from common.appConfig import GetLogger, GetDbUtil, GetMinIOUtil
# from dataContract.algorithmContract.const import *
# from dataContract.algorithmContract.contract import Contract, LoadAnalysisInput, Analysis
# from dataContract.algorithmContract.confBusiness import *
# from dataAnalysisBehavior.behavior.outputProcessor import OutputProcessor
from appConfig import GetLogger, GetDbUtil, GetMinIOUtil
from algorithmContract.const import *
from algorithmContract.contract import Contract, LoadAnalysisInput, Analysis
from algorithmContract.confBusiness import *
from behavior.outputProcessor import OutputProcessor
from dataAnalysisService.service.serviceOfDataAnalysis import ServiceOfDataAnalysis
import threading

tags = ['dataAnalysis']
# 创建锁
lock = threading.Lock()

def getClientIP(request):
    x_forwarded_for = request.META.get('HTTP_X_FORWARDED_FOR')
    if x_forwarded_for:
        ip = x_forwarded_for.split(',')[0]
    else:
        ip = request.META.get('REMOTE_ADDR')
    return ip

class DataAnalysis(ViewSet):

    @swagger_auto_schema(
        operation_description="apiview post description override",
        request_body=openapi.Schema(
            type=openapi.TYPE_OBJECT,
        ),
        security=[], tags=tags, operation_summary='分析')
    def analysis(self, request):
        try:
            logger = GetLogger()
            databasesUtil = GetDbUtil()
            minioClient = GetMinIOUtil()

            conf: Contract = LoadAnalysisInput(request.body)

            outputProcessor = OutputProcessor(
                conf, logger, databasesUtil, minioClient)
            foundationDB: DatabaseUtil = databasesUtil[DATABASE_BusinessFoundationDb]
            with foundationDB.session_scope() as foundationSession:
                outputProcessor.analysisState(
                    foundationSession, conf.dataContract.dataFilter.dataBatchNum, AnalysisState.Analyzing.value, analysisProgress=5)

            clientIP=getClientIP(request=request)
            logger.info(f"client IP: {clientIP} get_body {request.body}")
            try:
                dataAnalysisService = ServiceOfDataAnalysis(logger, databasesUtil, minioClient, conf)
            except (CustomError, Exception) as exception:
                # 使用 traceback 模块获取完整的异常信息
                error_message =''.join(traceback.format_exception(exception))
                ex = exception if isinstance(exception, CustomError) else CustomError(-1)
                code = ex.code
                message = ex.message
                with foundationDB.session_scope() as session:
                        outputProcessor.analysisState(session, conf.dataContract.dataFilter.dataBatchNum,
                                              AnalysisState.Analyzed.value, ErrorState.Err.value, code, message)
                return HttpResponse("call success.", status=200)


            # 定义一个任务来执行analysis
            def runAnalysis():
                # with semaphore:
                with lock:
                    try:
                        dataAnalysisService.analysis()
                    except Exception as e:
                        raise e

            # 启动一个线程来执行任务
            analysis_thread = threading.Thread(target=runAnalysis)
            analysis_thread.start()

            logger.info("Analysis started")
            return HttpResponse("call success.", status=200)
        except (CustomError, Exception) as e:
            try:
                dbUtil = databasesUtil[DATABASE_BusinessFoundationDb]

                ex=e if isinstance(e, CustomError) else CustomError(-1)
                code = ex.code
                message = ex.message
                with dbUtil.session_scope() as session:
                    outputProcessor.analysisState(session, conf.dataContract.dataFilter.dataBatchNum,
                                                  AnalysisState.Analyzed.value, ErrorState.Err.value, code, message)
            except Exception as e1:
                # 使用 traceback 模块获取完整的异常信息
                error_message = ''.join(traceback.format_exception(e1))
                # 记录异常信息
                logger.error(f"捕获到异常: {error_message}")

            # 返回包含错误信息的 HTTP 响应，状态码设为 500（内部服务器错误）
            return HttpResponse(f"内部服务器错误: {error_message}", status=500)