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+//package com.tzld.piaoquan.ad.engine.service.score.container;
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+//
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+//import com.alibaba.fastjson.JSONObject;
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+//import com.alibaba.fastjson.TypeReference;
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+//import com.aliyun.oss.OSS;
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+//import com.aliyun.oss.OSSClientBuilder;
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+//import com.aliyun.oss.common.auth.CredentialsProvider;
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+//import com.aliyun.oss.common.auth.DefaultCredentialProvider;
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+//import com.aliyun.oss.model.CopyObjectResult;
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+//import com.aliyun.oss.model.OSSObject;
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+//import com.aliyun.oss.model.PutObjectResult;
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+//import org.slf4j.Logger;
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+//import org.slf4j.LoggerFactory;
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+//import org.springframework.beans.factory.annotation.Value;
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+//import org.springframework.stereotype.Component;
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+//
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+//import javax.annotation.PostConstruct;
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+//import java.io.BufferedReader;
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+//import java.io.ByteArrayInputStream;
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+//import java.io.InputStream;
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+//import java.io.InputStreamReader;
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+//import java.util.Arrays;
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+//import java.util.Date;
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+//import java.util.concurrent.ConcurrentHashMap;
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+//import java.util.concurrent.Executors;
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+//import java.util.concurrent.ScheduledExecutorService;
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+//import java.util.concurrent.TimeUnit;
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+//
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+//@Component
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+//public class PidLambdaV2Container {
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+// private final static Logger log = LoggerFactory.getLogger(PidLambdaV2Container.class);
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+//
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+// private static final int SCHEDULE_PERIOD = 10;
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+// private static final ScheduledExecutorService scheduler = Executors.newScheduledThreadPool(1);
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+// @Value("${model.oss.internal.endpoint:oss-cn-hangzhou.aliyuncs.com}")
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+// String endpoint = "";
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+// @Value("${model.oss.accessKeyId:LTAIP6x1l3DXfSxm}")
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+// String accessKeyId = "";
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+// @Value("${model.oss.accessKetSecret:KbTaM9ars4OX3PMS6Xm7rtxGr1FLon}")
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+// String accessKetSecret = "";
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+// @Value("${model.oss.bucketName:art-recommend}")
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+// String bucketName = "";
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+//
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+// @Value("${model.oss.pid.v2.filename.lambda:pid/lambdaV2.txt}")
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+// String lambdaFileName = "";
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+//
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+// @Value("${model.oss.pid.v2.filename.dCpa:pid/dCpaV2.txt}")
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+// String dCpaFileName = "";
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+//
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+// @Value("${ad.model.pid.v2.lambda.max:0.4}")
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+// Double maxLambda = 0d;
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+//
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+// @Value("${ad.model.pid.v2.lambda.min:0.4}")
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+// Double minLambda = 0d;
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+// OSS client;
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+//
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+// private static ConcurrentHashMap<Long,Double> lambdaCache=new ConcurrentHashMap<>();
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+// private Date cacheDate;
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+//
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+// @PostConstruct
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+// private void init(){
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+// instanceClient();
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+// final Runnable task = new Runnable() {
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+// public void run() {
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+// try {
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+// loadAndCalIfNeed();
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+// }catch (Exception e){
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+// e.printStackTrace();
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+// }
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+// }
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+// };
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+// scheduler.scheduleAtFixedRate(task, 0, SCHEDULE_PERIOD, TimeUnit.MINUTES); // 10分钟
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+// }
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+//
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+// private void instanceClient(){
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+// CredentialsProvider credentialsProvider = new DefaultCredentialProvider(accessKeyId, accessKetSecret);
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+// this.client = new OSSClientBuilder().build(endpoint, credentialsProvider);
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+// }
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+//
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+// private void loadAndCalIfNeed(){
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+// loadLambdaFile();
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+// OSSObject dCpaFileOjb=client.getObject(bucketName,dCpaFileName);
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+// if(cacheDate==null||dCpaFileOjb.getObjectMetadata().getLastModified().after(cacheDate)){
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+// calNewLambda(dCpaFileOjb);
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+// writeLambdaFileToOss();
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+// }
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+// }
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+//
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+// private void calNewLambda(OSSObject object) {
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+// try {
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+// InputStream is=object.getObjectContent();
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+// InputStreamReader isr=new InputStreamReader(is);
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+// BufferedReader bufferedReader = new BufferedReader(isr);
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+// String line = null;
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+// ConcurrentHashMap<Long,Double> temp=new ConcurrentHashMap<>();
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+// while ((line = bufferedReader.readLine()) != null){
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+// try {
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+// String[] cols=line.split(",");
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+// Long creativeId=Long.parseLong(cols[0]);
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+//
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+// Double lambdaNew=0d;
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+// temp.put(creativeId,lambdaNew);
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+// log.error("svc=calNewLambda creativeId={} lambdaNew={}", creativeId,lambdaNew);
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+// }catch (Exception e){
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+// e.printStackTrace();
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+// }
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+// }
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+// lambdaCache.clear();
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+// lambdaCache=temp;
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+// }catch (Exception e){
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+// log.error("svc=calNewLambda status=failed error={}", Arrays.toString(e.getStackTrace()));
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+// }
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+// }
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+//
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+// private void writeLambdaFileToOss(){
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+// //先不考虑各种更新失败及重复更新问题。
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+// try {
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+// String tempFile=lambdaFileName+"_temp";
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+// String content= JSONObject.toJSONString(lambdaCache);
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+// PutObjectResult putObjectResult=client.putObject(bucketName,tempFile,new ByteArrayInputStream(content.getBytes()));
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+// CopyObjectResult copyObjectResult=client.copyObject(bucketName, tempFile, bucketName, lambdaFileName);
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+// this.cacheDate= copyObjectResult.getLastModified();
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+// client.deleteObject(bucketName, tempFile);
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+// }catch (Exception e){
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+// log.error("svc=writeLambdaFileToOss status=failed error={}", Arrays.toString(e.getStackTrace()));
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+// e.printStackTrace();
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+// }
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+// }
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+//
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+// private void loadLambdaFile(){
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+// try {
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+// OSSObject object=client.getObject(bucketName,lambdaFileName);
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+// if(object==null) return;
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+// if(cacheDate!=null&& !cacheDate.before(object.getObjectMetadata().getLastModified())) return;
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+// StringBuilder builder=new StringBuilder();
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+// InputStream is=object.getObjectContent();
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+// InputStreamReader isr=new InputStreamReader(is);
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+// BufferedReader bufferedReader = new BufferedReader(isr);
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+// String line = null;
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+// while ((line=bufferedReader.readLine())!=null){
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+// builder.append(line);
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+// }
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+// lambdaCache=JSONObject.parseObject(builder.toString(),new TypeReference<ConcurrentHashMap<Long,Double>>(){});
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+// this.cacheDate=object.getObjectMetadata().getLastModified();
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+// }catch (Exception e){
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+// log.error("svc=loadLambdaFile status=failed error={}", Arrays.toString(e.getStackTrace()));
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+// e.printStackTrace();
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+// }
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+// }
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+//
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+// public static Double getPidLambda(Long creativeId){
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+// try {
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+// return lambdaCache.getOrDefault(creativeId,1d);
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+// }catch (Exception e){
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+// return 1d;
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+// }
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+// }
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+//
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+// private Double getLatestHourLambda(String[] cols){
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+// try {
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+// Double pctr=Double.parseDouble(cols[9]);
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+// Double pcvr=Double.parseDouble(cols[10]);
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+// Double ctr=Double.parseDouble(cols[11]);
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+// Double cvr=Double.parseDouble(cols[12]);
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+// Double lambdaNew=1d;
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+// if((pctr*pcvr)==0d||ctr*cvr==0d){
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+// lambdaNew=1d;
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+// }else {
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+// lambdaNew=cvr*ctr/(pctr*pcvr);
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+// }
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+// //避免异常数据
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+// if(lambdaNew>5){
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+// lambdaNew=1d;
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+// }
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+// return lambdaNew;
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+// }catch (Exception e){
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+// return 1d;
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+// }
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+// }
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+//
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+// private Double getTodayLambda(String[] cols){
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+// try {
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+// Double pctr=Double.parseDouble(cols[5]);
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+// Double pcvr=Double.parseDouble(cols[6]);
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+// Double ctr=Double.parseDouble(cols[7]);
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+// Double cvr=Double.parseDouble(cols[8]);
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+// Double lambdaNew=1d;
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+// if((pctr*pcvr)==0d||ctr*cvr==0d){
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+// lambdaNew=1d;
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+// }else {
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+// lambdaNew=cvr*ctr/(pctr*pcvr);
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+// }
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+// if(lambdaNew>3){
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+// lambdaNew=1d;
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+// }
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+// return lambdaNew;
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+// }catch (Exception e){
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+// return 1d;
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+// }
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+// }
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+//
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+// private Double getYesterdayLambda(String[] cols){
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+// try {
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+// Double pctr=Double.parseDouble(cols[1]);
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+// Double pcvr=Double.parseDouble(cols[2]);
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+// Double ctr=Double.parseDouble(cols[3]);
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+// Double cvr=Double.parseDouble(cols[4]);
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+// Double lambdaNew=1d;
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+// if((pctr*pcvr)==0d||ctr*cvr==0d){
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+// lambdaNew=1d;
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+// }else {
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+// lambdaNew=cvr*ctr/(pctr*pcvr);
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+// }
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+// if(lambdaNew>3){
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+// lambdaNew=1d;
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+// }
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+// return lambdaNew;
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+// }catch (Exception e){
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+// return 1d;
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+// }
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+// }
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+//}
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