SLS-日志服务的集成(Java)

女爷i 2022-11-03 11:49 268阅读 0赞

## 配置 ##

### pom.xml依赖 ###

<dependency>
                <groupId>com.aliyun.openservices</groupId>
                <artifactId>log-loghub-producer</artifactId>
                <version>0.1.4</version>
                <exclusions>
                    <exclusion>
                        <groupId>com.alibaba</groupId>
                        <artifactId>fastjson</artifactId>
                    </exclusion>
                </exclusions>
            </dependency>
            <dependency>
                <groupId>com.aliyun.openservices</groupId>
                <artifactId>aliyun-log-producer</artifactId>
                <version>0.3.4</version>
            </dependency>
            <dependency>
                <groupId>com.aliyun.openservices</groupId>
                <artifactId>aliyun-log</artifactId>
                <version>0.6.33</version>
            </dependency>
            <dependency>
                <groupId>com.google.protobuf</groupId>
                <artifactId>protobuf-java</artifactId>
                <version>2.5.0</version>
            </dependency>
            <dependency>
                <groupId>com.aliyun.openservices</groupId>
                <artifactId>loghub-client-lib</artifactId>
                <version>0.6.16</version>
            </dependency>

### 配置AliLogConfig ###

package com.yhzy.doudoubookserver.global.alilog;
    
    import com.aliyun.openservices.log.Client;
    import com.aliyun.openservices.log.producer.LogProducer;
    import com.aliyun.openservices.log.producer.ProducerConfig;
    import com.aliyun.openservices.log.producer.ProjectConfig;
    import org.springframework.boot.autoconfigure.condition.ConditionalOnClass;
    import org.springframework.context.annotation.Bean;
    import org.springframework.context.annotation.Configuration;
    import org.springframework.context.annotation.Scope;
    
    /**
     * @author zhangqinghe
     * @version 1.0.0
     * @email her550@dingtalk.com
     * @date 2020/12/23
     * @since 1.0.0
     */
    @Configuration
    @Scope("singleton")
    public class AliLogConfig {
        public static String accessKeyId = "";
        public static String accessKeySecret = "";
        public static String endPoint = "";
        public static String projectName = SLSEnvironment.BOOK_PROJECT;
    
        @Bean
        @ConditionalOnClass(LogProducer.class)
        public LogProducer getLogProducer() {
            LogProducer producer = new LogProducer(producerConfig());
            producer.setProjectConfig(projectConfig());
            return producer;
        }
    
        @Bean
        @ConditionalOnClass(ProducerConfig.class)
        public ProducerConfig producerConfig() {
            ProducerConfig producerConfig = new ProducerConfig();
            //被缓存起来的日志的发送超时时间，如果缓存超时，则会被立即发送，单位是毫秒
            producerConfig.packageTimeoutInMS = 1000;
            //每个缓存的日志包的大小的上限，不能超过5MB，单位是字节
            producerConfig.logsBytesPerPackage = 5 * 1024 * 1024;
            //每个缓存的日志包中包含日志数量的最大值，不能超过4096
            producerConfig.logsCountPerPackage = 4096;
            //单个producer实例可以使用的内存的上限，单位是字节
            producerConfig.memPoolSizeInByte = 1000 * 1024 * 1024;
            //IO线程池最大线程数量，主要用于发送数据到日志服务
            producerConfig.maxIOThreadSizeInPool = 50;
            //当使用指定shardhash的方式发送日志时，这个参数需要被设置，否则不需要关心。后端merge线程会将映射到同一个shard的数据merge在一起，而shard关联的是一个hash区间，
            //producer在处理时会将用户传入的hash映射成shard关联hash区间的最小值。每一个shard关联的hash区间，producer会定时从loghub拉取，该参数的含义是每隔shardHashUpdateIntervalInMS毫秒，
            producerConfig.shardHashUpdateIntervalInMS = 10 * 60 * 1000;
            producerConfig.retryTimes = 3;
            return producerConfig;
        }
    
        @Bean
        @ConditionalOnClass(ProjectConfig.class)
        public ProjectConfig projectConfig() {
            return new ProjectConfig(projectName, endPoint, accessKeyId, accessKeySecret);
        }
    
        /**
         * 读取sls对象 用于读取数据
         * @return
         */
        @Bean
        public Client client(){
            String accessId = "";
            String accessKey = "";
            String host = "";
            return new Client(host, accessId, accessKey);
        }
    }

### 配置AliLogUtil ###

package com.yhzy.doudoubookserver.common;
    
    import com.aliyun.openservices.log.common.LogItem;
    import com.aliyun.openservices.log.producer.LogProducer;
    import com.yhzy.doudoubookserver.global.alilog.AliLogConfig;
    import com.yhzy.doudoubookserver.global.alilog.CallbackLogInfo;
    import org.springframework.stereotype.Component;
    
    import javax.annotation.Resource;
    import java.util.Vector;
    
    /**
     * @author zhangqinghe
     * @version 1.0.0
     * @email her550@dingtalk.com
     * @date 2020/12/23
     * @since 1.0.0
     */
    @Component
    public class AliLogUtil {
    
        @Resource
        private AliLogConfig aliLogConfig;
    
        public void saveLog(String projectName,String logStore, Vector<LogItem> logGroup, String topic, String source,Long millis) throws InterruptedException {
            final LogProducer logProducer = aliLogConfig.getLogProducer();
            // 并发调用 send 发送日志
            logProducer.send(projectName, logStore, topic, source, logGroup,
                    new CallbackLogInfo(projectName, logStore, topic,null, source, logGroup, logProducer));
            //主动刷新缓存起来的还没有被发送的日志
            logProducer.flush();
            //等待发送线程退出
            Thread.sleep(millis);
            //关闭后台io线程，close会将调用时刻内存中缓存的数据发送出去
            logProducer.close();
        }
    }

### 配置CallbackLogInfo ###

package com.yhzy.doudoubookserver.global.alilog;
    
    import com.aliyun.openservices.log.common.LogItem;
    import com.aliyun.openservices.log.exception.LogException;
    import com.aliyun.openservices.log.producer.ILogCallback;
    import com.aliyun.openservices.log.producer.LogProducer;
    import com.aliyun.openservices.log.response.PutLogsResponse;
    
    import java.util.Vector;
    
    /**
     * @author zhangqinghe
     * @version 1.0.0
     * @email her550@dingtalk.com
     * @date 2020/12/23
     * @since 1.0.0
     */
    public class CallbackLogInfo extends ILogCallback {
        // 保存要发送的数据，当时发生异常时，进行重试
        public String project;
        public String logstore;
        public String topic;
        public String shardHash;
        public String source;
        public Vector<LogItem> items;
        public LogProducer producer;
        public int retryTimes = 0;
    
        public CallbackLogInfo(String project, String logstore, String topic, String shardHash, String source,
                               Vector<LogItem> items, LogProducer producer) {
            super();
            this.project = project;
            this.logstore = logstore;
            this.topic = topic;
            this.shardHash = shardHash;
            this.source = source;
            this.items = items;
            this.producer = producer;
        }
    
        public void onCompletion(PutLogsResponse response, LogException e) {
            if (e != null) {
                // 打印异常
                System.out.println(e.GetErrorCode() + ", " + e.GetErrorMessage() + ", " + e.GetRequestId());
                // 最多重试三次
                if (retryTimes++ < 3) {
                    producer.send(project, logstore, topic, source, shardHash, items, this);
                }
            } else {
                //请求id
                System.out.println("send success, request id: " + response.GetRequestId());
            }
        }
    }

### 配置SLSEnvironment ###

> 记录sls日志相关 project & logStore 参数名配置

package com.yhzy.doudoubookserver.global.alilog;
    
    
    import java.time.LocalDateTime;
    import java.time.ZoneOffset;
    
    /**
     * sls日志相关 project & logStore 参数名配置
     *
     * @author zhangqinghe
     * @version 1.0.0
     * @email her550@dingtalk.com
     * @date 2020/12/25
     * @since 1.0.0
     */
    public interface SLSEnvironment {
        /** 测试project*/
        String TEST_PROJECT = "test_project";
    
        /** 测试logStore*/
        String TEST_LOGSTORE = "test_logstore"; 
        
        /** 开始时间*/
        public static Integer FROM() {
            return Math.toIntExact(LocalDateTime.now().plusDays(-3).withHour(0).withMinute(0).withSecond(0).withNano(0).toInstant(ZoneOffset.of("+8")).toEpochMilli() / 1000);
        }
        /** 结束时间*/
        public static Integer TO() {
            return Math.toIntExact(LocalDateTime.now().plusDays(1).withHour(23).withMinute(59).withSecond(59).withNano(0).toInstant(ZoneOffset.of("+8")).toEpochMilli() / 1000);
        }
        
        /** 最小开始时间    该时间为2020年12月1日的unix时间戳*/
        public static Integer MINFROM(){
            return 1606752000;
        }
        /** 最大结束时间    该时间为当前时间的unix时间戳*/
        public static Integer MAXTO() {
            return Math.toIntExact((System.currentTimeMillis()+86400000) / 1000);
        }
    
    }

## 读取写入测试AliLogTest ##

> 读取es中的数据写入到sls中

package com.yhzy;
    
    /**
     * @author zhangqinghe
     * @version 1.0.0
     * @email her550@dingtalk.com
     * @date 2020/12/24
     * @since 1.0.0
     */
    import com.aliyun.openservices.log.Client;
    import com.aliyun.openservices.log.common.*;
    import com.aliyun.openservices.log.exception.LogException;
    import com.aliyun.openservices.log.response.*;
    import com.yhzy.doudoubookserver.common.AliLogUtil;
    import com.yhzy.doudoubookserver.global.alilog.SLSEnvironment;
    import org.elasticsearch.action.search.SearchRequest;
    import org.elasticsearch.action.search.SearchResponse;
    import org.elasticsearch.client.RequestOptions;
    import org.elasticsearch.client.RestHighLevelClient;
    import org.elasticsearch.index.query.BoolQueryBuilder;
    import org.elasticsearch.index.query.QueryBuilder;
    import org.elasticsearch.index.query.QueryBuilders;
    import org.elasticsearch.index.query.RangeQueryBuilder;
    import org.elasticsearch.search.SearchHit;
    import org.elasticsearch.search.builder.SearchSourceBuilder;
    import org.junit.Test;
    import org.junit.runner.RunWith;
    import org.springframework.boot.test.context.SpringBootTest;
    import org.springframework.test.context.junit4.SpringRunner;
    
    import javax.annotation.Resource;
    import java.io.IOException;
    import java.time.LocalDateTime;
    import java.time.ZoneOffset;
    import java.util.*;
    
    /**
     * @author zhangqinghe
     * @version 1.0.0
     * @email her550@dingtalk.com
     * @date 2020/12/23
     * @since 1.0.0
     */
    @RunWith(SpringRunner.class)
    @SpringBootTest(classes = DoudouSLSApplication.class)
    public class AliLogTest {
        @Resource
        private AliLogUtil aliLogUtil;
        @Resource
        private RestHighLevelClient restHighLevelClient;
    
        /**
         * 读取分析测试
         * @throws LogException
         */
        @Test
        public void read() throws LogException {
            String accessId = "";
            String accessKey = "";
            String host = "";
            String project = "zqhtest";
            String logStore = "test_logstore";
    
            Client client = new Client(host, accessId, accessKey);
            long time = new Date().getTime()/1000;
            /*
             * project : Project名称。
             * logStore : LogStore名称。
             * from : 查询开始时间点。Unix时间戳格式，表示从1970-1-1 00:00:00 UTC计算起的秒数。
             * to : 查询结束时间点。Unix时间戳格式，表示从1970-1-1 00:00:00 UTC计算起的秒数。
             * topic : 日志主题。
             * query : 查询分析语句。
                   具体查看 https://help.aliyun.com/document_detail/53608.html?spm=a2c4g.11186623.2.17.56322e4acEkU4X#concept-nyf-cjq-zdb
             * line : 请求返回的最大日志条数。最小值为0，最大值为100，默认值为100。  没用明白呢...这个和query中的limit是两个东西？？？？
             * offset : 查询开始行。默认值为0。
             * reverse : 是否按日志时间戳逆序返回日志，精确到分钟级别。默认值为false。
                   true：按照逆序返回日志。
                   false：按照顺序返回日志。
             */
            GetLogsResponse getLogsResponse = client.GetLogs(
                    project,
                    logStore,
                    (int) (time - 36000000),
                    (int) time,
                    "",
                    "* | select app_version,channel_id,content_id,COUNT(content_id) contentCount,COUNT(content_id) chapterCount, sum(time) timeSum GROUP BY app_version,channel_id,content_id LIMIT 100010",
                    25,
                    0,
                    false);
    
            for (QueriedLog getLog : getLogsResponse.GetLogs()) {
                System.out.println(getLog.GetLogItem().ToJsonString());
            }
        }
    
        /**
         * 采集数据测试
         *  读取es中的数据,写入到sls中
         * @throws IOException
         */
        @Test
        public void test1() throws IOException {
    
            Vector<LogItem> logItems = new Vector<>();
            //读取es中的书籍阅读数据
            SearchRequest request = new SearchRequest("bookanalysis");
    
            long start = LocalDateTime.now().plusDays(-1).withHour(11).withMinute(0).withSecond(0).withNano(0).toInstant(ZoneOffset.of("+8")).toEpochMilli();
            long end = LocalDateTime.now().plusDays(-1).withHour(12).withMinute(0).withSecond(0).withNano(0).toInstant(ZoneOffset.of("+8")).toEpochMilli();
    
            BoolQueryBuilder boolQuery = QueryBuilders.boolQuery();
            List<QueryBuilder> filter = boolQuery.filter();
            //时间区间条件
            filter.add(rangeQuery(start, end, "create_time"));
            //这里拼接动态条件
            SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
            //添加条件
            searchSourceBuilder.query(boolQuery);
            request.source(searchSourceBuilder.trackTotalHits(true).size(15000));
            SearchResponse response = restHighLevelClient.search(request, RequestOptions.DEFAULT);
            for (SearchHit hit : response.getHits().getHits()) {
                Map<String, Object> map = hit.getSourceAsMap();
                LogItem logItem = new LogItem();
                logItem.PushBack("app_version",map.get("app_version")==null?"1":map.get("app_version").toString());
                logItem.PushBack("book_id",map.get("book_id")==null?"1":map.get("book_id").toString());
                logItem.PushBack("book_name",map.get("book_name")==null?"1":map.get("book_name").toString());
                logItem.PushBack("category_id_1",map.get("category_id_1")==null?"1":map.get("category_id_1").toString());
                logItem.PushBack("category_id_2",map.get("category_id_2")==null?"1":map.get("category_id_2").toString());
                logItem.PushBack("channel_id",map.get("channel_id")==null?"1":map.get("channel_id").toString());
                logItem.PushBack("chapter_name",map.get("chapter_name")==null?"1":map.get("chapter_name").toString());
                logItem.PushBack("content_id",map.get("content_id")==null?"1":map.get("content_id").toString());
                logItem.PushBack("create_time",map.get("create_time")==null?"1":map.get("create_time").toString());
                logItem.PushBack("device_id",map.get("device_id")==null?"1":map.get("device_id").toString());
                logItem.PushBack("is_new",map.get("is_new")==null?"1":map.get("is_new").toString());
                logItem.PushBack("is_official",map.get("is_official")==null?"1":map.get("is_official").toString());
                logItem.PushBack("is_vip",map.get("is_vip")==null?"1":map.get("is_vip").toString());
                logItem.PushBack("log_type",map.get("log_type")==null?"1":map.get("log_type").toString());
                logItem.PushBack("position",map.get("position")==null?"1":map.get("position").toString());
                logItem.PushBack("sex",map.get("site")==null?"1":map.get("site").toString());
                logItem.PushBack("time",map.get("time")==null?"1":map.get("time").toString());
                logItem.PushBack("user_id",map.get("user_id")==null?"1":map.get("user_id").toString());
                logItems.add(logItem);
            }
    
            try {
                aliLogUtil.saveLog(SLSEnvironment.BOOK_PROJECT,SLSEnvironment.BOOK_LOGSTORE,logItems,"read","source ip",1000L);
            } catch (InterruptedException e) {
                e.printStackTrace();
            }
        }
    
        public static RangeQueryBuilder rangeQuery(Long startTime, Long endTime, String name){
            RangeQueryBuilder rangeQueryBuilder = QueryBuilders.rangeQuery(name);
            if (startTime != null) {
                rangeQueryBuilder.gte(startTime);
            }
            if (endTime != null) {
                rangeQueryBuilder.lte(endTime);
            }
            return rangeQueryBuilder;
        }
    }