Merge branch 'fix/23.09' into 'master'

删除metric指标client_ip_sketch。（TSG-17949） See merge request galaxy/tsg_olap/app-protocol-stat-traffic-merge!2
2024-01-18 05:43:59 +00:00
parent 345b7fd601 619ab0688c
commit 8830625e6d
30 changed files with 631 additions and 939 deletions
--- a/README.md
+++ b/README.md
@@ -1,22 +1,65 @@
 # app-protocol-stat-traffic-merge

-Live Traffic Chart统计程序，基于协议栈拆分多流聚合，存储到协议与应用统计表中，使用增量窗口计算，周期15秒。
+Live Traffic Chart统计程序，基于协议栈拆分多流聚合，存储到协议与应用统计表中，使用增量窗口计算，统计周期5秒，watermark5秒。

 ## 数据源    
-以下不论基于哪种计算，Topic均为NETWORK-TRAFFIC-METRICS 
-### 1.app-protocol-stat-traffic-agent程序基于已关闭/过渡会话日志统计Application and Protocol Metrics，聚合粒度为1秒。   
-### 2.功能端进行统计产生的Application and Protocol Metrics数据，聚合粒度为1秒。

-## 统计操作
-### 1.过滤name是traffic_application_protocol_stat的数据。
+以下不论基于哪种计算，Topic均为NETWORK-TRAFFIC-METRICS 
+
+### 1.app-protocol-stat-traffic-agent程序基于已关闭/过渡会话日志统计Application and Protocol Metrics，聚合粒度为1秒。（TSG 23.05版本）  
+
+### 2.功能端进行统计产生的Application and Protocol Metrics数据，聚合粒度为1秒。（≥TSG 23.05版本）
+
+## 操作
+
+### 1.过滤Measurement Name是traffic_application_protocol_stat的数据。
+
 ### 2.基于Tags内容进行分组统计。
+
 ### 3.拆分protocol_stack_id协议树为多个节点
+
 #### 例如，ETHERNET.IPv4.TCP.https.kingsoft.wps_office，每个节点ID为：
+
 ##### ETHERNET
+
 ##### ETHERNET.IPv4
+
 ##### ETHERNET.IPv4.TCP
+
 ##### ETHERNET.IPv4.TCP.https
+
 ##### ETHERNET.IPv4.TCP.https.kingsoft
+
 ##### ETHERNET.IPv4.TCP.https.kingsoft.wps_office
+
 ### 4.app_name仅在终端节点输出。
+
 ### 5.输出结果时Measurement Name=application_protocol_stat。
+
+<br/>
+
+## 启动
+
+Standalone:  
+
+`flink run [-p parallelism] -c com.zdjizhi.topology.ApplicationProtocolTopology app-protocol-stat-traffic-merge-[version].jar app.properties`
+
+Yarn:
+
+`flink run -t yarn-per-job -Djobmanager.memory.process.size=1024m -Dtaskmanager.memory.process.size=2048m -Dyarn.application.name=APP-PROTOCOL-STAT-TRAFFIC-MERGE  -Dtaskmanager.numberOfTaskSlots=1 -d -p 3 -c com.zdjizhi.topology.ApplicationProtocolTopology app-protocol-stat-traffic-merge-[version].jar app.properties`
+
+<br/>
+
+## 配置项说明
+
+|配置项|类型|必填|默认值|含义|
+|--|--|--|--|--|
+|source.kafka.topic|STRING|Y||数据源的Kafka Topic 名称|
+|source.kafka.props.*|STRING|N||数据源的Kafka 消费者连接相关参数|
+|startup.mode|STRING|N|group|数据源消费策略（group：从当前消费组的偏移量开始，latest：从分区最新的偏移量开始，earliest：从分区最早的偏移量开始）|
+|sink.kafka.topic|STRING|Y||数据输出的Kafka Topic 名称|
+|sink.kafka.props.*|STRING|N||数据输出的Kafka 生产者连接相关参数|
+|count.window.time|INT|N|5|聚合窗口大小（单位：秒）|
+|watermark.max.orderness|INT|N|5|乱序数据的最大延迟时间（单位：秒）|
+|log.failures.only|BOOLEAN|N|false|true：生产者出现错误时任务失败，false：只记录错误信息|
+|measurement.name|STRING|N|application_protocol_stat|数据输出时的指标标识名称|
--- a/pom.xml
+++ b/pom.xml
@@ -6,7 +6,7 @@

    <groupId>com.zdjizhi</groupId>
    <artifactId>app-protocol-stat-traffic-merge</artifactId>
-    <version>230710-Time</version>
+    <version>2.0.1</version>

    <name>app-protocol-stat-traffic-merge</name>
    <url>http://www.example.com</url>
@@ -199,27 +199,6 @@
            <version>${jasypt.version}</version>
        </dependency>

-        <!-- https://mvnrepository.com/artifact/com.alibaba.nacos/nacos-client -->
-        <dependency>
-            <groupId>com.alibaba.nacos</groupId>
-            <artifactId>nacos-client</artifactId>
-            <version>${nacos.version}</version>
-            <exclusions>
-                <exclusion>
-                    <groupId>com.google.guava</groupId>
-                    <artifactId>guava</artifactId>
-                </exclusion>
-                <exclusion>
-                    <artifactId>slf4j-log4j12</artifactId>
-                    <groupId>org.slf4j</groupId>
-                </exclusion>
-                <exclusion>
-                    <artifactId>log4j-over-slf4j</artifactId>
-                    <groupId>org.slf4j</groupId>
-                </exclusion>
-            </exclusions>
-        </dependency>
-
        <dependency>
            <groupId>junit</groupId>
            <artifactId>junit</artifactId>
@@ -227,12 +206,6 @@
            <scope>test</scope>
        </dependency>

-        <dependency>
-            <groupId>org.apache.datasketches</groupId>
-            <artifactId>datasketches-java</artifactId>
-            <version>${datasketches.version}</version>
-        </dependency>
-
        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>fastjson</artifactId>
--- a/properties/application.properties
+++ b/properties/application.properties
@@ -0,0 +1,27 @@
+#kafka 接收数据topic
+source.kafka.topic=NETWORK-TRAFFIC-METRIC-TEST
+
+source.kafka.props.bootstrap.servers=192.168.44.12:9094
+
+source.kafka.props.group.id=appapp-protocol-merge-231109-1
+
+source.kafka.props.security.protocol=SASL_PLAINTEXT
+
+source.kafka.props.sasl.mechanism=PLAIN
+
+source.kafka.props.sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username="admin" password="galaxy2019";
+
+#补全数据 输出 topic
+sink.kafka.topic=APP-PROTOCOL-TEST-RESULT
+
+sink.kafka.props.bootstrap.servers=192.168.44.12:9094
+
+sink.kafka.props.security.protocol=SASL_PLAINTEXT
+
+sink.kafka.props.sasl.mechanism=PLAIN
+
+sink.kafka.props.sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username="admin" password="galaxy2019";
+
+count.window.time=5
+
+watermark.max.orderness=5
--- a/properties/default_config.properties
+++ b/properties/default_config.properties
@@ -1,46 +0,0 @@
-#====================Kafka KafkaConsumer====================#
-#kafka source connection timeout
-session.timeout.ms=60000
-
-#kafka source poll
-max.poll.records=5000
-
-#kafka source poll bytes
-max.partition.fetch.bytes=31457280
-
-#====================Kafka KafkaProducer====================#
-#producer重试的次数设置
-retries=0
-
-#他的含义就是说一个Batch被创建之后，最多过多久，不管这个Batch有没有写满，都必须发送出去了
-linger.ms=10
-
-#如果在超时之前未收到响应，客户端将在必要时重新发送请求
-request.timeout.ms=30000
-
-#producer都是按照batch进行发送的,批次大小，默认:16384
-batch.size=262144
-
-#Producer端用于缓存消息的缓冲区大小
-#128M
-buffer.memory=134217728
-
-#这个参数决定了每次发送给Kafka服务器请求的最大大小,默认1048576
-#10M
-max.request.size=10485760
-
-#生产者压缩模式 none or snappy
-producer.kafka.compression.type=none
-
-#生产者ack
-producer.ack=1
-
-#====================kafka default====================#
-#kafka SASL验证用户名-加密
-kafka.user=nsyGpHKGFA4KW0zro9MDdw==
-
-#kafka SASL及SSL验证密码-加密
-kafka.pin=6MleDyA3Z73HSaXiKsDJ2k7Ys8YWLhEJ
-
-#====================Topology Default====================#
-measurement.name=application_protocol_stat
--- a/properties/service_flow_config.properties
+++ b/properties/service_flow_config.properties
@@ -1,41 +0,0 @@
-#--------------------------------地址配置------------------------------#
-
-#管理kafka地址
-source.kafka.servers=192.168.44.12:9094
-
-#管理输出kafka地址
-sink.kafka.servers=192.168.44.12:9094
-
-#--------------------------------HTTP------------------------------#
-#kafka 证书地址
-tools.library=D:\\workerspace\\dat
-#--------------------------------Kafka消费组信息------------------------------#
-
-#kafka 接收数据topic
-source.kafka.topic=etl-test
-
-#补全数据 输出 topic
-sink.kafka.topic=etl-test-result
-
-#读取topic,存储该spout id的消费offset信息，可通过该拓扑命名;具体存储offset的位置，确定下次读取不重复的数据；
-group.id=livecharts-test-20230423-1
-
-#--------------------------------topology配置------------------------------#
-#consumer 并行度
-source.parallelism=1
-
-#map函数并行度
-parse.parallelism=1
-
-#第一次窗口计算并行度
-window.parallelism=1
-
-#producer 并行度
-sink.parallelism=1
-
-#初次随机预聚合窗口时间
-count.window.time=15
-
-#数据源 firewall or agent
-metrics.data.source=firewall
-
--- a/src/main/java/com/zdjizhi/common/config/GlobalConfig.java
+++ b/src/main/java/com/zdjizhi/common/config/GlobalConfig.java
@@ -1,73 +0,0 @@
-package com.zdjizhi.common.config;
-
-
-import org.jasypt.encryption.pbe.StandardPBEStringEncryptor;
-
-/**
- * @author Administrator
- */
-public class GlobalConfig {
-
-    private static StandardPBEStringEncryptor encryptor = new StandardPBEStringEncryptor();
-
-    static {
-        encryptor.setPassword("galaxy");
-    }
-
-    /**
-     * 协议分隔符，需要转义
-     */
-    public static final String PROTOCOL_SPLITTER = "\\.";
-
-
-    /**
-     * System
-     */
-    public static final Integer SOURCE_PARALLELISM = GlobalConfigLoad.getIntProperty(0, "source.parallelism");
-    public static final String MEASUREMENT_NAME = GlobalConfigLoad.getStringProperty(1, "measurement.name");
-    public static final Integer PARSE_PARALLELISM = GlobalConfigLoad.getIntProperty(0, "parse.parallelism");
-    public static final Integer WINDOW_PARALLELISM = GlobalConfigLoad.getIntProperty(0, "window.parallelism");
-    public static final Integer COUNT_WINDOW_TIME = GlobalConfigLoad.getIntProperty(0, "count.window.time");
-    public static final String TOOLS_LIBRARY = GlobalConfigLoad.getStringProperty(0, "tools.library");
-    public static final Integer SINK_PARALLELISM = GlobalConfigLoad.getIntProperty(0, "sink.parallelism");
-    public static final String METICS_DATA_SOURCE = GlobalConfigLoad.getStringProperty(0, "metrics.data.source");
-
-    /**
-     * Kafka common
-     */
-    public static final String KAFKA_SASL_JAAS_USER = encryptor.decrypt(GlobalConfigLoad.getStringProperty(1, "kafka.user"));
-    public static final String KAFKA_SASL_JAAS_PIN = encryptor.decrypt(GlobalConfigLoad.getStringProperty(1, "kafka.pin"));
-
-
-    /**
-     * kafka sink config
-     */
-    public static final String SINK_KAFKA_SERVERS = GlobalConfigLoad.getStringProperty(0, "sink.kafka.servers");
-    public static final String SINK_KAFKA_TOPIC = GlobalConfigLoad.getStringProperty(0, "sink.kafka.topic");
-    public static final String PRODUCER_ACK = GlobalConfigLoad.getStringProperty(1, "producer.ack");
-    public static final String RETRIES = GlobalConfigLoad.getStringProperty(1, "retries");
-    public static final String LINGER_MS = GlobalConfigLoad.getStringProperty(1, "linger.ms");
-    public static final Integer REQUEST_TIMEOUT_MS = GlobalConfigLoad.getIntProperty(1, "request.timeout.ms");
-    public static final Integer BATCH_SIZE = GlobalConfigLoad.getIntProperty(1, "batch.size");
-    public static final Integer BUFFER_MEMORY = GlobalConfigLoad.getIntProperty(1, "buffer.memory");
-    public static final Integer MAX_REQUEST_SIZE = GlobalConfigLoad.getIntProperty(1, "max.request.size");
-
-
-    /**
-     * kafka source config
-     */
-    public static final String SOURCE_KAFKA_SERVERS = GlobalConfigLoad.getStringProperty(0, "source.kafka.servers");
-    public static final String SOURCE_KAFKA_TOPIC = GlobalConfigLoad.getStringProperty(0, "source.kafka.topic");
-    public static final String GROUP_ID = GlobalConfigLoad.getStringProperty(0, "group.id");
-    public static final String SESSION_TIMEOUT_MS = GlobalConfigLoad.getStringProperty(1, "session.timeout.ms");
-    public static final String MAX_POLL_RECORDS = GlobalConfigLoad.getStringProperty(1, "max.poll.records");
-    public static final String MAX_PARTITION_FETCH_BYTES = GlobalConfigLoad.getStringProperty(1, "max.partition.fetch.bytes");
-
-
-    /**
-     * kafka限流配置-20201117
-     */
-    public static final String PRODUCER_KAFKA_COMPRESSION_TYPE = GlobalConfigLoad.getStringProperty(1, "producer.kafka.compression.type");
-
-
-}
--- a/src/main/java/com/zdjizhi/common/config/GlobalConfigLoad.java
+++ b/src/main/java/com/zdjizhi/common/config/GlobalConfigLoad.java
@@ -1,70 +0,0 @@
-package com.zdjizhi.common.config;
-
-import com.zdjizhi.utils.StringUtil;
-
-import java.io.IOException;
-import java.util.Locale;
-import java.util.Properties;
-
-
-/**
- * @author Administrator
- */
-
-public final class GlobalConfigLoad {
-
-    private static Properties propDefault = new Properties();
-    private static Properties propService = new Properties();
-
-
-    static String getStringProperty(Integer type, String key) {
-        if (type == 0) {
-            return propService.getProperty(key);
-        } else if (type == 1) {
-            return propDefault.getProperty(key);
-        } else {
-            return null;
-        }
-
-    }
-
-    static Integer getIntProperty(Integer type, String key) {
-        if (type == 0) {
-            return Integer.parseInt(propService.getProperty(key));
-        } else if (type == 1) {
-            return Integer.parseInt(propDefault.getProperty(key));
-        } else {
-            return null;
-        }
-    }
-
-    public static Long getLongProperty(Integer type, String key) {
-        if (type == 0) {
-            return Long.parseLong(propService.getProperty(key));
-        } else if (type == 1) {
-            return Long.parseLong(propDefault.getProperty(key));
-        } else {
-            return null;
-        }
-    }
-
-    public static Boolean getBooleanProperty(Integer type, String key) {
-        if (type == 0) {
-            return StringUtil.equals(propService.getProperty(key).toLowerCase().trim().toUpperCase(Locale.ENGLISH), "true");
-        } else if (type == 1) {
-            return StringUtil.equals(propDefault.getProperty(key).toLowerCase().trim().toUpperCase(Locale.ENGLISH), "true");
-        } else {
-            return null;
-        }
-    }
-
-    static {
-        try {
-            propService.load(GlobalConfigLoad.class.getClassLoader().getResourceAsStream("service_flow_config.properties"));
-            propDefault.load(GlobalConfigLoad.class.getClassLoader().getResourceAsStream("default_config.properties"));
-        } catch (IOException | RuntimeException e) {
-            propDefault = null;
-            propService = null;
-        }
-    }
-}
--- a/src/main/java/com/zdjizhi/common/config/MergeConfigs.java
+++ b/src/main/java/com/zdjizhi/common/config/MergeConfigs.java
@@ -0,0 +1,79 @@
+package com.zdjizhi.common.config;
+
+import org.apache.flink.configuration.ConfigOption;
+import org.apache.flink.configuration.ConfigOptions;
+
+/**
+ * Containing configuration options for the Fusion application.
+ *
+ * @author chaoc
+ * @since 1.0
+ */
+public class MergeConfigs {
+
+    /**
+     * The prefix for Kafka properties used in the source.
+     */
+    public static final String SOURCE_KAFKA_PROPERTIES_PREFIX = "source.kafka.props.";
+
+    /**
+     * The prefix for Kafka properties used in the sink.
+     */
+    public static final String SINK_KAFKA_PROPERTIES_PREFIX = "sink.kafka.props.";
+
+
+    public static final ConfigOption<String> SOURCE_KAFKA_TOPIC =
+            ConfigOptions.key("source.kafka.topic")
+                    .stringType()
+                    .noDefaultValue()
+                    .withDescription("The Kafka topic used in the source.");
+
+
+    public static final ConfigOption<String> SINK_KAFKA_TOPIC =
+            ConfigOptions.key("sink.kafka.topic")
+                    .stringType()
+                    .noDefaultValue()
+                    .withDescription("The Kafka topic used in the sink.");
+
+
+    public static final ConfigOption<Integer> COUNT_WINDOW_TIME =
+            ConfigOptions.key("count.window.time")
+                    .intType()
+                    .defaultValue(5)
+                    .withDescription("The aggregate window time");
+
+
+    public static final ConfigOption<Integer> WARTERMARK_MAX_ORDERNESS =
+            ConfigOptions.key("watermark.max.orderness")
+                    .intType()
+                    .defaultValue(5)
+                    .withDescription("The aggregate watermark max time");
+
+
+    public static final ConfigOption<String> STARTUP_MODE =
+            ConfigOptions.key("startup.mode")
+                    .stringType()
+                    .defaultValue("group")
+                    .withDescription("The offset commit mode for the consumer.");
+
+
+    public static final ConfigOption<Boolean> LOG_FAILURES_ONLY =
+            ConfigOptions.key("log.failures.only")
+                    .booleanType()
+                    .defaultValue(false)
+                    .withDescription("Defines whether the producer should fail on errors, or only log them.");
+
+
+    public static final ConfigOption<String> MEASUREMENT_NAME =
+            ConfigOptions.key("measurement.name")
+                    .stringType()
+                    .defaultValue("application_protocol_stat")
+                    .withDescription("The data identification.");
+
+
+    public static final ConfigOption<String> JOB_NAME =
+            ConfigOptions.key("job.name")
+                    .stringType()
+                    .defaultValue("agg_app_protocol_traffic")
+                    .withDescription("The flink job name.");
+}
--- a/src/main/java/com/zdjizhi/common/config/MergeConfiguration.java
+++ b/src/main/java/com/zdjizhi/common/config/MergeConfiguration.java
@@ -0,0 +1,44 @@
+package com.zdjizhi.common.config;
+
+import org.apache.flink.configuration.Configuration;
+
+import java.util.Properties;
+
+/**
+ * A wrapper class that extends the Flink `Configuration` to provide utility methods for handling
+ * properties with a specific prefix. This class allows retrieving properties that start with the
+ * given `prefix` and converts them into a `java.util.Properties` object.
+ *
+ * @author chaoc
+ * @since 1.0
+ */
+
+public class MergeConfiguration {
+    private final Configuration config;
+
+    public MergeConfiguration(final Configuration config) {
+        this.config = config;
+    }
+
+    /**
+     * Retrieves properties from the underlying `Configuration` instance that start with the specified
+     * `prefix`. The properties are then converted into a `java.util.Properties` object and returned.
+     *
+     * @param prefix The prefix to filter properties.
+     * @return A `java.util.Properties` object containing the properties with the specified prefix.
+     */
+    public Properties getProperties(final String prefix) {
+        if (prefix == null) {
+            final Properties props = new Properties();
+            props.putAll(config.toMap());
+            return props;
+        }
+        return config.toMap()
+                .entrySet()
+                .stream()
+                .filter(entry -> entry.getKey().startsWith(prefix))
+                .collect(Properties::new, (props, e) ->
+                                props.setProperty(e.getKey().substring(prefix.length()), e.getValue()),
+                        Properties::putAll);
+    }
+}
--- a/src/main/java/com/zdjizhi/common/pojo/Fields.java
+++ b/src/main/java/com/zdjizhi/common/pojo/Fields.java
@@ -7,28 +7,27 @@ package com.zdjizhi.common.pojo;
 * @date 2023/4/2311:47
 */
 public class Fields {
-    private Long sessions;
-    private Long in_bytes;
-    private Long out_bytes;
-    private Long in_pkts;
-    private Long out_pkts;
-    private Long c2s_pkts;
-    private Long s2c_pkts;
-    private Long c2s_bytes;
-    private Long s2c_bytes;
-    private Long c2s_fragments;
-    private Long s2c_fragments;
-    private Long c2s_tcp_lost_bytes;
-    private Long s2c_tcp_lost_bytes;
-    private Long c2s_tcp_ooorder_pkts;
-    private Long s2c_tcp_ooorder_pkts;
-    private Long c2s_tcp_retransmitted_pkts;
-    private Long s2c_tcp_retransmitted_pkts;
-    private Long c2s_tcp_retransmitted_bytes;
-    private Long s2c_tcp_retransmitted_bytes;
-    private String client_ip_sketch;
+    private long sessions;
+    private long in_bytes;
+    private long out_bytes;
+    private long in_pkts;
+    private long out_pkts;
+    private long c2s_pkts;
+    private long s2c_pkts;
+    private long c2s_bytes;
+    private long s2c_bytes;
+    private long c2s_fragments;
+    private long s2c_fragments;
+    private long c2s_tcp_lost_bytes;
+    private long s2c_tcp_lost_bytes;
+    private long c2s_tcp_ooorder_pkts;
+    private long s2c_tcp_ooorder_pkts;
+    private long c2s_tcp_retransmitted_pkts;
+    private long s2c_tcp_retransmitted_pkts;
+    private long c2s_tcp_retransmitted_bytes;
+    private long s2c_tcp_retransmitted_bytes;

-    public Fields(Long sessions, Long in_bytes, Long out_bytes, Long in_pkts, Long out_pkts, Long c2s_pkts, Long s2c_pkts, Long c2s_bytes, Long s2c_bytes, Long c2s_fragments, Long s2c_fragments, Long c2s_tcp_lost_bytes, Long s2c_tcp_lost_bytes, Long c2s_tcp_ooorder_pkts, Long s2c_tcp_ooorder_pkts, Long c2s_tcp_retransmitted_pkts, Long s2c_tcp_retransmitted_pkts, Long c2s_tcp_retransmitted_bytes, Long s2c_tcp_retransmitted_bytes, String client_ip_sketch) {
+    public Fields(long sessions, long in_bytes, long out_bytes, long in_pkts, long out_pkts, long c2s_pkts, long s2c_pkts, long c2s_bytes, long s2c_bytes, long c2s_fragments, long s2c_fragments, long c2s_tcp_lost_bytes, long s2c_tcp_lost_bytes, long c2s_tcp_ooorder_pkts, long s2c_tcp_ooorder_pkts, long c2s_tcp_retransmitted_pkts, long s2c_tcp_retransmitted_pkts, long c2s_tcp_retransmitted_bytes, long s2c_tcp_retransmitted_bytes) {
        this.sessions = sessions;
        this.in_bytes = in_bytes;
        this.out_bytes = out_bytes;
@@ -48,166 +47,158 @@ public class Fields {
        this.s2c_tcp_retransmitted_pkts = s2c_tcp_retransmitted_pkts;
        this.c2s_tcp_retransmitted_bytes = c2s_tcp_retransmitted_bytes;
        this.s2c_tcp_retransmitted_bytes = s2c_tcp_retransmitted_bytes;
-        this.client_ip_sketch = client_ip_sketch;
    }

-    public Long getSessions() {
+    public long getSessions() {
        return sessions;
    }

-    public void setSessions(Long sessions) {
+    public void setSessions(long sessions) {
        this.sessions = sessions;
    }

-    public Long getIn_bytes() {
+    public long getIn_bytes() {
        return in_bytes;
    }

-    public void setIn_bytes(Long in_bytes) {
+    public void setIn_bytes(long in_bytes) {
        this.in_bytes = in_bytes;
    }

-    public Long getOut_bytes() {
+    public long getOut_bytes() {
        return out_bytes;
    }

-    public void setOut_bytes(Long out_bytes) {
+    public void setOut_bytes(long out_bytes) {
        this.out_bytes = out_bytes;
    }

-    public Long getIn_pkts() {
+    public long getIn_pkts() {
        return in_pkts;
    }

-    public void setIn_pkts(Long in_pkts) {
+    public void setIn_pkts(long in_pkts) {
        this.in_pkts = in_pkts;
    }

-    public Long getOut_pkts() {
+    public long getOut_pkts() {
        return out_pkts;
    }

-    public void setOut_pkts(Long out_pkts) {
+    public void setOut_pkts(long out_pkts) {
        this.out_pkts = out_pkts;
    }

-    public Long getC2s_pkts() {
+    public long getC2s_pkts() {
        return c2s_pkts;
    }

-    public void setC2s_pkts(Long c2s_pkts) {
+    public void setC2s_pkts(long c2s_pkts) {
        this.c2s_pkts = c2s_pkts;
    }

-    public Long getS2c_pkts() {
+    public long getS2c_pkts() {
        return s2c_pkts;
    }

-    public void setS2c_pkts(Long s2c_pkts) {
+    public void setS2c_pkts(long s2c_pkts) {
        this.s2c_pkts = s2c_pkts;
    }

-    public Long getC2s_bytes() {
+    public long getC2s_bytes() {
        return c2s_bytes;
    }

-    public void setC2s_bytes(Long c2s_bytes) {
+    public void setC2s_bytes(long c2s_bytes) {
        this.c2s_bytes = c2s_bytes;
    }

-    public Long getS2c_bytes() {
+    public long getS2c_bytes() {
        return s2c_bytes;
    }

-    public void setS2c_bytes(Long s2c_bytes) {
+    public void setS2c_bytes(long s2c_bytes) {
        this.s2c_bytes = s2c_bytes;
    }

-    public Long getC2s_fragments() {
+    public long getC2s_fragments() {
        return c2s_fragments;
    }

-    public void setC2s_fragments(Long c2s_fragments) {
+    public void setC2s_fragments(long c2s_fragments) {
        this.c2s_fragments = c2s_fragments;
    }

-    public Long getS2c_fragments() {
+    public long getS2c_fragments() {
        return s2c_fragments;
    }

-    public void setS2c_fragments(Long s2c_fragments) {
+    public void setS2c_fragments(long s2c_fragments) {
        this.s2c_fragments = s2c_fragments;
    }

-    public Long getC2s_tcp_lost_bytes() {
+    public long getC2s_tcp_lost_bytes() {
        return c2s_tcp_lost_bytes;
    }

-    public void setC2s_tcp_lost_bytes(Long c2s_tcp_lost_bytes) {
+    public void setC2s_tcp_lost_bytes(long c2s_tcp_lost_bytes) {
        this.c2s_tcp_lost_bytes = c2s_tcp_lost_bytes;
    }

-    public Long getS2c_tcp_lost_bytes() {
+    public long getS2c_tcp_lost_bytes() {
        return s2c_tcp_lost_bytes;
    }

-    public void setS2c_tcp_lost_bytes(Long s2c_tcp_lost_bytes) {
+    public void setS2c_tcp_lost_bytes(long s2c_tcp_lost_bytes) {
        this.s2c_tcp_lost_bytes = s2c_tcp_lost_bytes;
    }

-    public Long getC2s_tcp_ooorder_pkts() {
+    public long getC2s_tcp_ooorder_pkts() {
        return c2s_tcp_ooorder_pkts;
    }

-    public void setC2s_tcp_ooorder_pkts(Long c2s_tcp_ooorder_pkts) {
+    public void setC2s_tcp_ooorder_pkts(long c2s_tcp_ooorder_pkts) {
        this.c2s_tcp_ooorder_pkts = c2s_tcp_ooorder_pkts;
    }

-    public Long getS2c_tcp_ooorder_pkts() {
+    public long getS2c_tcp_ooorder_pkts() {
        return s2c_tcp_ooorder_pkts;
    }

-    public void setS2c_tcp_ooorder_pkts(Long s2c_tcp_ooorder_pkts) {
+    public void setS2c_tcp_ooorder_pkts(long s2c_tcp_ooorder_pkts) {
        this.s2c_tcp_ooorder_pkts = s2c_tcp_ooorder_pkts;
    }

-    public Long getC2s_tcp_retransmitted_pkts() {
+    public long getC2s_tcp_retransmitted_pkts() {
        return c2s_tcp_retransmitted_pkts;
    }

-    public void setC2s_tcp_retransmitted_pkts(Long c2s_tcp_retransmitted_pkts) {
+    public void setC2s_tcp_retransmitted_pkts(long c2s_tcp_retransmitted_pkts) {
        this.c2s_tcp_retransmitted_pkts = c2s_tcp_retransmitted_pkts;
    }

-    public Long getS2c_tcp_retransmitted_pkts() {
+    public long getS2c_tcp_retransmitted_pkts() {
        return s2c_tcp_retransmitted_pkts;
    }

-    public void setS2c_tcp_retransmitted_pkts(Long s2c_tcp_retransmitted_pkts) {
+    public void setS2c_tcp_retransmitted_pkts(long s2c_tcp_retransmitted_pkts) {
        this.s2c_tcp_retransmitted_pkts = s2c_tcp_retransmitted_pkts;
    }

-    public Long getC2s_tcp_retransmitted_bytes() {
+    public long getC2s_tcp_retransmitted_bytes() {
        return c2s_tcp_retransmitted_bytes;
    }

-    public void setC2s_tcp_retransmitted_bytes(Long c2s_tcp_retransmitted_bytes) {
+    public void setC2s_tcp_retransmitted_bytes(long c2s_tcp_retransmitted_bytes) {
        this.c2s_tcp_retransmitted_bytes = c2s_tcp_retransmitted_bytes;
    }

-    public Long getS2c_tcp_retransmitted_bytes() {
+    public long getS2c_tcp_retransmitted_bytes() {
        return s2c_tcp_retransmitted_bytes;
    }

-    public void setS2c_tcp_retransmitted_bytes(Long s2c_tcp_retransmitted_bytes) {
+    public void setS2c_tcp_retransmitted_bytes(long s2c_tcp_retransmitted_bytes) {
        this.s2c_tcp_retransmitted_bytes = s2c_tcp_retransmitted_bytes;
    }

-    public String getClient_ip_sketch() {
-        return client_ip_sketch;
-    }
-
-    public void setClient_ip_sketch(String client_ip_sketch) {
-        this.client_ip_sketch = client_ip_sketch;
-    }
 }
--- a/src/main/java/com/zdjizhi/common/pojo/Metrics.java
+++ b/src/main/java/com/zdjizhi/common/pojo/Metrics.java
@@ -10,14 +10,14 @@ public class Metrics {
    private String name;
    private Tags tags;
    private Fields fields;
-    private long timestamp;
+    private long timestamp_ms;


-    public Metrics(String name, Tags tags, Fields fields, long timestamp) {
+    public Metrics(String name, Tags tags, Fields fields, long timestamp_ms) {
        this.name = name;
        this.tags = tags;
        this.fields = fields;
-        this.timestamp = timestamp;
+        this.timestamp_ms = timestamp_ms;
    }

    public String getName() {
@@ -44,11 +44,11 @@ public class Metrics {
        this.fields = fields;
    }

-    public long getTimestamp() {
-        return timestamp;
+    public long getTimestamp_ms() {
+        return timestamp_ms;
    }

-    public void setTimestamp(long timestamp) {
-        this.timestamp = timestamp;
+    public void setTimestamp_ms(long timestamp_ms) {
+        this.timestamp_ms = timestamp_ms;
    }
 }
--- a/src/main/java/com/zdjizhi/topology/ApplicationProtocolTopology.java
+++ b/src/main/java/com/zdjizhi/topology/ApplicationProtocolTopology.java
@@ -2,25 +2,31 @@ package com.zdjizhi.topology;

 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;
-import com.zdjizhi.common.config.GlobalConfig;
+import com.zdjizhi.common.config.MergeConfigs;
+import com.zdjizhi.common.config.MergeConfiguration;
 import com.zdjizhi.common.pojo.Fields;
 import com.zdjizhi.common.pojo.Metrics;
 import com.zdjizhi.common.pojo.Tags;
-import com.zdjizhi.utils.functions.filter.DataTypeFilter;
 import com.zdjizhi.utils.functions.keyby.DimensionKeyBy;
-import com.zdjizhi.utils.functions.map.MetricsParseMap;
 import com.zdjizhi.utils.functions.map.ResultFlatMap;
+import com.zdjizhi.utils.functions.process.ParsingData;
 import com.zdjizhi.utils.functions.statistics.DispersionCountWindow;
 import com.zdjizhi.utils.functions.statistics.MergeCountWindow;
 import com.zdjizhi.utils.kafka.KafkaConsumer;
 import com.zdjizhi.utils.kafka.KafkaProducer;
-import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.api.common.eventtime.*;
+import org.apache.flink.api.java.tuple.Tuple3;
+import org.apache.flink.api.java.utils.ParameterTool;
+import org.apache.flink.configuration.Configuration;
 import org.apache.flink.streaming.api.datastream.DataStream;
 import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
-import org.apache.flink.streaming.api.windowing.assigners.TumblingProcessingTimeWindows;
+import org.apache.flink.streaming.api.windowing.assigners.TumblingEventTimeWindows;
 import org.apache.flink.streaming.api.windowing.time.Time;

+import java.time.Duration;
+
+import static com.zdjizhi.common.config.MergeConfigs.*;

 /**
 * @author qidaijie
@@ -33,35 +39,56 @@ public class ApplicationProtocolTopology {

    public static void main(String[] args) {
        try {
+
+            // param check
+            if (args.length < 1) {
+                throw new IllegalArgumentException("Error: Not found properties path. " +
+                        "\nUsage: flink -c xxx xxx.jar app.properties.");
+            }
+
            final StreamExecutionEnvironment environment = StreamExecutionEnvironment.getExecutionEnvironment();

-            //解析原始日志
-            DataStream<String> streamSource = environment.addSource(KafkaConsumer.getKafkaConsumer())
-                    .setParallelism(GlobalConfig.SOURCE_PARALLELISM).name(GlobalConfig.SOURCE_KAFKA_TOPIC);
-
-            SingleOutputStreamOperator<String> appProtocolFilter = streamSource.filter(new DataTypeFilter())
-                    .name("appProtocolFilter").setParallelism(GlobalConfig.SOURCE_PARALLELISM);
+            ParameterTool tool = ParameterTool.fromPropertiesFile(args[0]);
+            final Configuration config = tool.getConfiguration();
+            environment.getConfig().setGlobalJobParameters(config);
+            final MergeConfiguration fusionConfiguration = new MergeConfiguration(config);


-            SingleOutputStreamOperator<Tuple2<Tags, Fields>> parseDataMap = appProtocolFilter.map(new MetricsParseMap())
-                    .name("ParseDataMap").setParallelism(GlobalConfig.PARSE_PARALLELISM);
+            //水印
+            WatermarkStrategy<Tuple3<Tags, Fields, Long>> strategyForSession = WatermarkStrategy
+                    .<Tuple3<Tags, Fields, Long>>forBoundedOutOfOrderness(Duration.ofSeconds(config.get(WARTERMARK_MAX_ORDERNESS)))
+                    .withTimestampAssigner((element, timestamp) -> element.f2);

-            SingleOutputStreamOperator<Metrics> dispersionCountWindow = parseDataMap.keyBy(new DimensionKeyBy())
-                    .window(TumblingProcessingTimeWindows.of(Time.seconds(GlobalConfig.COUNT_WINDOW_TIME)))
+            //数据源
+            DataStream<String> streamSource = environment.addSource(
+                    KafkaConsumer.getKafkaConsumer(fusionConfiguration.getProperties(SOURCE_KAFKA_PROPERTIES_PREFIX),
+                            config.get(SOURCE_KAFKA_TOPIC),
+                            config.get(STARTUP_MODE)));
+
+            //解析数据
+            SingleOutputStreamOperator<Tuple3<Tags, Fields, Long>> parseDataProcess = streamSource.process(new ParsingData())
+                    .assignTimestampsAndWatermarks(strategyForSession)
+                    .name("ParseDataProcess");
+
+            //增量聚合窗口
+            SingleOutputStreamOperator<Metrics> dispersionCountWindow = parseDataProcess.keyBy(new DimensionKeyBy())
+                    .window(TumblingEventTimeWindows.of(Time.seconds(config.get(MergeConfigs.COUNT_WINDOW_TIME))))
                    .reduce(new DispersionCountWindow(), new MergeCountWindow())
-                    .name("DispersionCountWindow")
-                    .setParallelism(GlobalConfig.WINDOW_PARALLELISM);
+                    .name("DispersionCountWindow");

+            //拆分数据
            SingleOutputStreamOperator<String> resultFlatMap = dispersionCountWindow.flatMap(new ResultFlatMap())
-                    .name("ResultFlatMap").setParallelism(GlobalConfig.SINK_PARALLELISM);
+                    .name("ResultFlatMap");

+            //输出
+            resultFlatMap.addSink(KafkaProducer.getKafkaProducer(fusionConfiguration.getProperties(SINK_KAFKA_PROPERTIES_PREFIX),
+                    config.get(SINK_KAFKA_TOPIC),
+                    config.get(LOG_FAILURES_ONLY)));

-            resultFlatMap.addSink(KafkaProducer.getKafkaProducer())
-                    .setParallelism(GlobalConfig.SINK_PARALLELISM).name(GlobalConfig.SINK_KAFKA_TOPIC);
-
-            environment.execute(args[0]);
+            environment.execute(config.get(JOB_NAME));
        } catch (Exception e) {
-            logger.error("This Flink task start ERROR! Exception information is :" + e);
+            logger.error("This Flink task start ERROR! Exception information is :");
+            e.printStackTrace();
        }

    }
--- a/src/main/java/com/zdjizhi/utils/functions/filter/DataTypeFilter.java
+++ b/src/main/java/com/zdjizhi/utils/functions/filter/DataTypeFilter.java
@@ -1,36 +0,0 @@
-package com.zdjizhi.utils.functions.filter;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.alibaba.fastjson2.JSONPath;
-import com.alibaba.fastjson2.JSONReader;
-import com.zdjizhi.utils.StringUtil;
-import org.apache.flink.api.common.functions.FilterFunction;
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.utils.functions.filter
- * @Description:
- * @date 2023/4/1919:02
- */
-public class DataTypeFilter implements FilterFunction<String> {
-    private static final Log logger = LogFactory.get();
-
-    private static final String dataTypeExpr = "[?(@.name = 'traffic_application_protocol_stat')]";
-
-    @Override
-    public boolean filter(String message) throws Exception {
-        boolean protocolData = false;
-        try {
-            if (StringUtil.isNotBlank(message)) {
-                Object name = JSONPath.eval(message, dataTypeExpr);
-                if (name != null) {
-                    protocolData = true;
-                }
-            }
-        } catch (RuntimeException e) {
-            logger.error("Parsing metric data is abnormal! The exception message is:" + e.getMessage());
-        }
-        return protocolData;
-    }
-}
--- a/src/main/java/com/zdjizhi/utils/functions/keyby/DimensionKeyBy.java
+++ b/src/main/java/com/zdjizhi/utils/functions/keyby/DimensionKeyBy.java
@@ -4,6 +4,9 @@ import com.zdjizhi.common.pojo.Fields;
 import com.zdjizhi.common.pojo.Tags;
 import org.apache.flink.api.java.functions.KeySelector;
 import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.api.java.tuple.Tuple3;
+
+import java.sql.Timestamp;

 /**
 * @author qidaijie
@@ -11,10 +14,10 @@ import org.apache.flink.api.java.tuple.Tuple2;
 * @Description:
 * @date 2021/7/2112:13
 */
-public class DimensionKeyBy implements KeySelector<Tuple2<Tags, Fields>, String> {
+public class DimensionKeyBy implements KeySelector<Tuple3<Tags, Fields, Long>, String> {

    @Override
-    public String getKey(Tuple2<Tags, Fields> value) throws Exception {
+    public String getKey(Tuple3<Tags, Fields, Long> value) throws Exception {
        //以map拼接的key分组
        return value.f0.toString();
    }
--- a/src/main/java/com/zdjizhi/utils/functions/map/MetricsParseMap.java
+++ b/src/main/java/com/zdjizhi/utils/functions/map/MetricsParseMap.java
@@ -1,46 +0,0 @@
-package com.zdjizhi.utils.functions.map;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.alibaba.fastjson2.JSON;
-import com.alibaba.fastjson2.JSONObject;
-import com.zdjizhi.common.pojo.Fields;
-import com.zdjizhi.common.pojo.Tags;
-import com.zdjizhi.utils.StringUtil;
-import org.apache.flink.api.common.functions.MapFunction;
-import org.apache.flink.api.java.tuple.Tuple2;
-
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.utils.functions
- * @Description:
- * @date 2021/5/2715:01
- */
-public class MetricsParseMap implements MapFunction<String, Tuple2<Tags, Fields>> {
-    private static final Log logger = LogFactory.get();
-
-    @Override
-    public Tuple2<Tags, Fields> map(String message) {
-        try {
-            JSONObject originalLog = JSON.parseObject(message);
-            Fields fields = JSONObject.parseObject(originalLog.getString("fields"), Fields.class);
-            Tags tags = JSONObject.parseObject(originalLog.getString("tags"), Tags.class);
-
-            String appFullPath = tags.getApp_name();
-            if (StringUtil.isNotBlank(appFullPath)) {
-                String appName = appFullPath.substring(appFullPath.lastIndexOf(".") + 1);
-                String protocolLabel = tags.getProtocol_stack_id();
-
-                tags.setApp_name(appName);
-                tags.setProtocol_stack_id(protocolLabel.concat(".").concat(appFullPath));
-            }
-
-            return new Tuple2<>(tags, fields);
-        } catch (RuntimeException e) {
-            logger.error("An error occurred in the original log parsing reorganization,error message is:" + e);
-            return new Tuple2<>(null, null);
-        }
-    }
-
-}
--- a/src/main/java/com/zdjizhi/utils/functions/map/ResultFlatMap.java
+++ b/src/main/java/com/zdjizhi/utils/functions/map/ResultFlatMap.java
@@ -3,9 +3,6 @@ package com.zdjizhi.utils.functions.map;
 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;
 import com.alibaba.fastjson2.JSONObject;
-import com.alibaba.fastjson2.JSONWriter;
-import com.zdjizhi.common.config.GlobalConfig;
-import com.zdjizhi.common.pojo.Fields;
 import com.zdjizhi.common.pojo.Metrics;
 import com.zdjizhi.common.pojo.Tags;
 import com.zdjizhi.utils.StringUtil;
@@ -20,9 +17,14 @@ import org.apache.flink.util.Collector;
 */
 public class ResultFlatMap implements FlatMapFunction<Metrics, String> {
    private static final Log logger = LogFactory.get();
+    /**
+     * 协议分隔符，需要转义
+     */
+    private static final String PROTOCOL_SPLITTER = "\\.";
+

    @Override
-    public void flatMap(Metrics metrics, Collector<String> out) throws Exception {
+    public void flatMap(Metrics metrics, Collector<String> out) {
        try {
            Tags tags = metrics.getTags();
            String protocolStackId = tags.getProtocol_stack_id();
@@ -30,7 +32,7 @@ public class ResultFlatMap implements FlatMapFunction<Metrics, String> {
            tags.setApp_name(null);

            StringBuilder stringBuilder = new StringBuilder();
-            String[] protocolIds = protocolStackId.split(GlobalConfig.PROTOCOL_SPLITTER);
+            String[] protocolIds = protocolStackId.split(PROTOCOL_SPLITTER);
            int protocolIdsNum = protocolIds.length;
            for (int i = 0; i < protocolIdsNum - 1; i++) {
                if (StringUtil.isBlank(stringBuilder.toString())) {
--- a/src/main/java/com/zdjizhi/utils/functions/process/ParsingData.java
+++ b/src/main/java/com/zdjizhi/utils/functions/process/ParsingData.java
@@ -0,0 +1,47 @@
+package com.zdjizhi.utils.functions.process;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
+import com.alibaba.fastjson2.JSONPath;
+import com.zdjizhi.common.pojo.Fields;
+import com.zdjizhi.common.pojo.Tags;
+import com.zdjizhi.utils.StringUtil;
+import org.apache.flink.api.java.tuple.Tuple3;
+import org.apache.flink.streaming.api.functions.ProcessFunction;
+import org.apache.flink.util.Collector;
+
+public class ParsingData extends ProcessFunction<String, Tuple3<Tags, Fields, Long>> {
+    private static final Log logger = LogFactory.get();
+
+    private static final String dataTypeExpr = "[?(@.name = 'traffic_application_protocol_stat')]";
+
+    @Override
+    public void processElement(String value, ProcessFunction<String, Tuple3<Tags, Fields, Long>>.Context ctx, Collector<Tuple3<Tags, Fields, Long>> out) {
+        try {
+            if (StringUtil.isNotBlank(value)) {
+                Object isProtocolData = JSONPath.eval(value, dataTypeExpr);
+                if (isProtocolData != null) {
+                    JSONObject originalLog = JSON.parseObject(value);
+                    Fields fields = JSONObject.parseObject(originalLog.getString("fields"), Fields.class);
+                    Tags tags = JSONObject.parseObject(originalLog.getString("tags"), Tags.class);
+                    Long timestamp_ms = originalLog.getLong("timestamp_ms");
+
+                    String appFullPath = tags.getApp_name();
+                    if (StringUtil.isNotBlank(appFullPath)) {
+                        String appName = appFullPath.substring(appFullPath.lastIndexOf(".") + 1);
+                        String protocolLabel = tags.getProtocol_stack_id();
+
+                        tags.setApp_name(appName);
+                        tags.setProtocol_stack_id(protocolLabel.concat(".").concat(appFullPath));
+                    }
+
+                    out.collect(new Tuple3<>(tags, fields, timestamp_ms));
+                }
+            }
+        } catch (RuntimeException e) {
+            logger.error("Parsing application_protocol_stat data is abnormal! The exception message is: {}", e.getMessage());
+        }
+    }
+}
--- a/src/main/java/com/zdjizhi/utils/functions/statistics/DispersionCountWindow.java
+++ b/src/main/java/com/zdjizhi/utils/functions/statistics/DispersionCountWindow.java
@@ -3,10 +3,12 @@ package com.zdjizhi.utils.functions.statistics;
 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;
 import com.zdjizhi.common.pojo.Fields;
+import com.zdjizhi.common.pojo.Metrics;
 import com.zdjizhi.common.pojo.Tags;
 import com.zdjizhi.utils.general.MetricUtil;
 import org.apache.flink.api.common.functions.ReduceFunction;
 import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.api.java.tuple.Tuple3;

 /**
 * @author qidaijie
@@ -14,21 +16,24 @@ import org.apache.flink.api.java.tuple.Tuple2;
 * @Description:
 * @date 2023/4/2314:02
 */
-public class DispersionCountWindow implements ReduceFunction<Tuple2<Tags, Fields>> {
+public class DispersionCountWindow implements ReduceFunction<Tuple3<Tags, Fields, Long>> {
    private static final Log logger = LogFactory.get();

+
    @Override
-    public Tuple2<Tags, Fields> reduce(Tuple2<Tags, Fields> value1, Tuple2<Tags, Fields> value2) throws Exception {
+    public Tuple3<Tags, Fields, Long> reduce(Tuple3<Tags, Fields, Long> value1, Tuple3<Tags, Fields, Long> value2) {
        try {
            Fields cacheData = value1.f1;
            Fields newData = value2.f1;

            Fields metricsResult = MetricUtil.statisticsMetrics(cacheData, newData);

-            return new Tuple2<>(value1.f0, metricsResult);
+            return new Tuple3<>(value1.f0, metricsResult, value1.f2);
        } catch (RuntimeException e) {
            logger.error("An exception occurred during incremental aggregation! The message is:" + e.getMessage());
            return value1;
        }
    }
+
+
 }
--- a/src/main/java/com/zdjizhi/utils/functions/statistics/MergeCountWindow.java
+++ b/src/main/java/com/zdjizhi/utils/functions/statistics/MergeCountWindow.java
@@ -2,11 +2,12 @@ package com.zdjizhi.utils.functions.statistics;

 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;
-import com.zdjizhi.common.config.GlobalConfig;
+import com.zdjizhi.common.config.MergeConfigs;
 import com.zdjizhi.common.pojo.Fields;
 import com.zdjizhi.common.pojo.Metrics;
 import com.zdjizhi.common.pojo.Tags;
-import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.api.java.tuple.Tuple3;
+import org.apache.flink.configuration.Configuration;
 import org.apache.flink.streaming.api.functions.windowing.ProcessWindowFunction;
 import org.apache.flink.streaming.api.windowing.windows.TimeWindow;
 import org.apache.flink.util.Collector;
@@ -17,19 +18,33 @@ import org.apache.flink.util.Collector;
 * @Description:
 * @date 2023/4/2314:43
 */
-public class MergeCountWindow extends ProcessWindowFunction<Tuple2<Tags, Fields>, Metrics, String, TimeWindow> {
+public class MergeCountWindow extends ProcessWindowFunction<Tuple3<Tags, Fields, Long>, Metrics, String, TimeWindow> {
    private static final Log logger = LogFactory.get();

+    private String NAME = null;
+
    @Override
-    public void process(String windowKey, Context context, Iterable<Tuple2<Tags, Fields>> input, Collector<Metrics> output) throws Exception {
+    public void open(Configuration parameters) throws Exception {
+        super.open(parameters);
+
+        final Configuration configuration = (Configuration) getRuntimeContext()
+                .getExecutionConfig().getGlobalJobParameters();
+
+        NAME = configuration.get(MergeConfigs.MEASUREMENT_NAME);
+
+    }
+
+    @Override
+    public void process(String windowKey, Context context, Iterable<Tuple3<Tags, Fields, Long>> input, Collector<Metrics> output) {
        try {
-            Long endTime = context.window().getStart() / 1000;
-            for (Tuple2<Tags, Fields> tuple : input) {
+            long timestamp_ms = context.window().getStart();
+            for (Tuple3<Tags, Fields, Long> tuple : input) {
                Tags tags = tuple.f0;
                Fields fields = tuple.f1;
-                Metrics metrics = new Metrics(GlobalConfig.MEASUREMENT_NAME, tags, fields, endTime);
+                Metrics metrics = new Metrics(NAME, tags, fields, timestamp_ms);
                output.collect(metrics);
            }
+
        } catch (RuntimeException e) {
            logger.error("An exception occurred in the process of full data aggregation! The message is:" + e.getMessage());
        }
--- a/src/main/java/com/zdjizhi/utils/general/MetricUtil.java
+++ b/src/main/java/com/zdjizhi/utils/general/MetricUtil.java
@@ -2,13 +2,7 @@ package com.zdjizhi.utils.general;

 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;
-import com.zdjizhi.common.config.GlobalConfig;
 import com.zdjizhi.common.pojo.Fields;
-import com.zdjizhi.utils.StringUtil;
-import org.apache.datasketches.hll.HllSketch;
-import org.apache.datasketches.hll.Union;
-
-import java.util.Base64;


 /**
@@ -19,8 +13,6 @@ import java.util.Base64;
 */
 public class MetricUtil {
    private static final Log logger = LogFactory.get();
-    private static final String METRICS_DEFAULT_TYPE = "agent";
-

    /**
     * 用于对业务指标进行统计
@@ -30,106 +22,66 @@ public class MetricUtil {
     */
    public static Fields statisticsMetrics(Fields cacheData, Fields newData) {

-        Long sessions = MetricUtil.longSum(cacheData.getSessions(), newData.getSessions());
+        long sessions = MetricUtil.longSum(cacheData.getSessions(), newData.getSessions());

-        Long inBytes = MetricUtil.longSum(cacheData.getIn_bytes(), newData.getIn_bytes());
-        Long outBytes = MetricUtil.longSum(cacheData.getOut_bytes(), newData.getOut_bytes());
-        Long inPkts = MetricUtil.longSum(cacheData.getIn_pkts(), newData.getIn_pkts());
-        Long outPkts = MetricUtil.longSum(cacheData.getOut_pkts(), newData.getOut_pkts());
+        long inBytes = MetricUtil.longSum(cacheData.getIn_bytes(), newData.getIn_bytes());
+        long outBytes = MetricUtil.longSum(cacheData.getOut_bytes(), newData.getOut_bytes());
+        long inPkts = MetricUtil.longSum(cacheData.getIn_pkts(), newData.getIn_pkts());
+        long outPkts = MetricUtil.longSum(cacheData.getOut_pkts(), newData.getOut_pkts());


-        Long c2sBytes = MetricUtil.longSum(cacheData.getC2s_bytes(), newData.getC2s_bytes());
-        Long s2cBytes = MetricUtil.longSum(cacheData.getS2c_bytes(), newData.getS2c_bytes());
-        Long c2sPkts = MetricUtil.longSum(cacheData.getC2s_pkts(), newData.getC2s_pkts());
-        Long s2cPkts = MetricUtil.longSum(cacheData.getS2c_pkts(), newData.getS2c_pkts());
+        long c2sBytes = MetricUtil.longSum(cacheData.getC2s_bytes(), newData.getC2s_bytes());
+        long s2cBytes = MetricUtil.longSum(cacheData.getS2c_bytes(), newData.getS2c_bytes());
+        long c2sPkts = MetricUtil.longSum(cacheData.getC2s_pkts(), newData.getC2s_pkts());
+        long s2cPkts = MetricUtil.longSum(cacheData.getS2c_pkts(), newData.getS2c_pkts());

-        Long c2sFragments = MetricUtil.longSum(cacheData.getC2s_fragments(), newData.getC2s_fragments());
-        Long s2cFragments = MetricUtil.longSum(cacheData.getS2c_fragments(), newData.getS2c_fragments());
+        long c2sFragments = MetricUtil.longSum(cacheData.getC2s_fragments(), newData.getC2s_fragments());
+        long s2cFragments = MetricUtil.longSum(cacheData.getS2c_fragments(), newData.getS2c_fragments());

-        Long c2sTcpLostBytes = MetricUtil.longSum(cacheData.getC2s_tcp_lost_bytes(), newData.getC2s_tcp_lost_bytes());
-        Long s2cTcpLostBytes = MetricUtil.longSum(cacheData.getS2c_tcp_lost_bytes(), newData.getS2c_tcp_lost_bytes());
+        long c2sTcpLostBytes = MetricUtil.longSum(cacheData.getC2s_tcp_lost_bytes(), newData.getC2s_tcp_lost_bytes());
+        long s2cTcpLostBytes = MetricUtil.longSum(cacheData.getS2c_tcp_lost_bytes(), newData.getS2c_tcp_lost_bytes());

-        Long c2sTcpooorderPkts = MetricUtil.longSum(cacheData.getC2s_tcp_ooorder_pkts(), newData.getC2s_tcp_ooorder_pkts());
-        Long s2cTcpooorderPkts = MetricUtil.longSum(cacheData.getS2c_tcp_ooorder_pkts(), newData.getS2c_tcp_ooorder_pkts());
+        long c2sTcpooorderPkts = MetricUtil.longSum(cacheData.getC2s_tcp_ooorder_pkts(), newData.getC2s_tcp_ooorder_pkts());
+        long s2cTcpooorderPkts = MetricUtil.longSum(cacheData.getS2c_tcp_ooorder_pkts(), newData.getS2c_tcp_ooorder_pkts());

-        Long c2sTcpretransmittedPkts = MetricUtil.longSum(cacheData.getC2s_tcp_retransmitted_pkts(), newData.getC2s_tcp_retransmitted_pkts());
-        Long s2cTcpretransmittedPkts = MetricUtil.longSum(cacheData.getS2c_tcp_retransmitted_pkts(), newData.getS2c_tcp_retransmitted_pkts());
+        long c2sTcpretransmittedPkts = MetricUtil.longSum(cacheData.getC2s_tcp_retransmitted_pkts(), newData.getC2s_tcp_retransmitted_pkts());
+        long s2cTcpretransmittedPkts = MetricUtil.longSum(cacheData.getS2c_tcp_retransmitted_pkts(), newData.getS2c_tcp_retransmitted_pkts());

-        Long c2sTcpretransmittedBytes = MetricUtil.longSum(cacheData.getC2s_tcp_retransmitted_bytes(), newData.getC2s_tcp_retransmitted_bytes());
-        Long s2cTcpretransmittedBytes = MetricUtil.longSum(cacheData.getS2c_tcp_retransmitted_bytes(), newData.getS2c_tcp_retransmitted_bytes());
+        long c2sTcpretransmittedBytes = MetricUtil.longSum(cacheData.getC2s_tcp_retransmitted_bytes(), newData.getC2s_tcp_retransmitted_bytes());
+        long s2cTcpretransmittedBytes = MetricUtil.longSum(cacheData.getS2c_tcp_retransmitted_bytes(), newData.getS2c_tcp_retransmitted_bytes());

-        if (METRICS_DEFAULT_TYPE.equals(GlobalConfig.METICS_DATA_SOURCE)) {
-            String clientIpSketch = MetricUtil.hllSketchUnion(cacheData.getClient_ip_sketch(), newData.getClient_ip_sketch());
-            return new Fields(sessions,
-                    inBytes, outBytes, inPkts, outPkts,
-                    c2sPkts, s2cPkts, c2sBytes, s2cBytes,
-                    c2sFragments, s2cFragments,
-                    c2sTcpLostBytes, s2cTcpLostBytes,
-                    c2sTcpooorderPkts, s2cTcpooorderPkts,
-                    c2sTcpretransmittedPkts, s2cTcpretransmittedPkts,
-                    c2sTcpretransmittedBytes, s2cTcpretransmittedBytes,
-                    clientIpSketch);
-        } else {
-            return new Fields(sessions,
-                    inBytes, outBytes, inPkts, outPkts,
-                    c2sPkts, s2cPkts, c2sBytes, s2cBytes,
-                    c2sFragments, s2cFragments,
-                    c2sTcpLostBytes, s2cTcpLostBytes,
-                    c2sTcpooorderPkts, s2cTcpooorderPkts,
-                    c2sTcpretransmittedPkts, s2cTcpretransmittedPkts,
-                    c2sTcpretransmittedBytes, s2cTcpretransmittedBytes,
-                    null);
-        }
+        return new Fields(sessions,
+                inBytes, outBytes, inPkts, outPkts,
+                c2sPkts, s2cPkts, c2sBytes, s2cBytes,
+                c2sFragments, s2cFragments,
+                c2sTcpLostBytes, s2cTcpLostBytes,
+                c2sTcpooorderPkts, s2cTcpooorderPkts,
+                c2sTcpretransmittedPkts, s2cTcpretransmittedPkts,
+                c2sTcpretransmittedBytes, s2cTcpretransmittedBytes);
    }

    /**
     * Long类型的数据求和
     *
-     * @param value1 第一个值
-     * @param value2 第二个值
-     * @return value1 + value2
+     * @param cacheData 缓存中的值
+     * @param newData   新来数据的值
+     * @return cacheData + newData
     */
-    private static Long longSum(Long value1, Long value2) {
-        Long result;
+    private static long longSum(long cacheData, long newData) {
+
+        long result;
        try {
-            if (value1 >= 0 && value2 >= 0) {
-                result = value1 + value2;
+            if (cacheData >= 0 && newData >= 0) {
+                result = cacheData + newData;
            } else {
-                result = value1;
+                result = cacheData;
            }
        } catch (RuntimeException e) {
-            logger.error("Abnormal sending of traffic indicator statistics! The message is:" + e.getMessage());
-            result = value1;
+            logger.error("Abnormal sending of traffic indicator statistics! The message is:{}", e);
+            result = cacheData;
        }
        return result;

    }

-    /**
-     * @param cacheHll 缓存的sketch
-     * @param newHll   聚合后的sketch
-     * @return 合并后的sketch
-     */
-    private static String hllSketchUnion(String cacheHll, String newHll) {
-        Union union = new Union(12);
-        try {
-            if (StringUtil.isNotBlank(cacheHll)) {
-                byte[] cacheHllBytes = Base64.getDecoder().decode(cacheHll);
-                HllSketch cacheSketch = HllSketch.heapify(cacheHllBytes);
-                union.update(cacheSketch);
-            }
-
-            if (StringUtil.isNotBlank(newHll)) {
-                byte[] newHllBytes = Base64.getDecoder().decode(newHll);
-                HllSketch newSketch = HllSketch.heapify(newHllBytes);
-                union.update(newSketch);
-            }
-            return Base64.getEncoder().encodeToString(union.getResult().toUpdatableByteArray());
-
-        } catch (RuntimeException e) {
-            logger.error("Merge hllSketch results abnormal! The message is:" + e.getMessage());
-            return null;
-        }
-    }
-
 }
--- a/src/main/java/com/zdjizhi/utils/kafka/CertUtils.java
+++ b/src/main/java/com/zdjizhi/utils/kafka/CertUtils.java
@@ -1,48 +0,0 @@
-package com.zdjizhi.utils.kafka;
-
-import com.zdjizhi.common.config.GlobalConfig;
-import org.apache.kafka.common.config.SslConfigs;
-
-import java.util.Properties;
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.utils.kafka
- * @Description:
- * @date 2021/9/610:37
- */
-class CertUtils {
-    /**
-     * Kafka SASL认证端口
-     */
-    private static final String SASL_PORT = "9094";
-
-    /**
-     * Kafka SSL认证端口
-     */
-    private static final String SSL_PORT = "9095";
-
-    /**
-     * 根据连接信息端口判断认证方式。
-     *
-     * @param servers    kafka 连接信息
-     * @param properties kafka 连接配置信息
-     */
-    static void chooseCert(String servers, Properties properties) {
-        if (servers.contains(SASL_PORT)) {
-            properties.put("security.protocol", "SASL_PLAINTEXT");
-            properties.put("sasl.mechanism", "PLAIN");
-            properties.put("sasl.jaas.config", "org.apache.kafka.common.security.plain.PlainLoginModule required username="
-                    + GlobalConfig.KAFKA_SASL_JAAS_USER + " password=" + GlobalConfig.KAFKA_SASL_JAAS_PIN + ";");
-        } else if (servers.contains(SSL_PORT)) {
-            properties.put("security.protocol", "SSL");
-            properties.put(SslConfigs.SSL_ENDPOINT_IDENTIFICATION_ALGORITHM_CONFIG, "");
-            properties.put("ssl.keystore.location", GlobalConfig.TOOLS_LIBRARY + "keystore.jks");
-            properties.put("ssl.keystore.password", GlobalConfig.KAFKA_SASL_JAAS_PIN);
-            properties.put("ssl.truststore.location", GlobalConfig.TOOLS_LIBRARY + "truststore.jks");
-            properties.put("ssl.truststore.password", GlobalConfig.KAFKA_SASL_JAAS_PIN);
-            properties.put("ssl.key.password", GlobalConfig.KAFKA_SASL_JAAS_PIN);
-        }
-
-    }
-}
--- a/src/main/java/com/zdjizhi/utils/kafka/KafkaConsumer.java
+++ b/src/main/java/com/zdjizhi/utils/kafka/KafkaConsumer.java
@@ -1,8 +1,8 @@
 package com.zdjizhi.utils.kafka;

-import com.zdjizhi.common.config.GlobalConfig;
 import org.apache.flink.api.common.serialization.SimpleStringSchema;
 import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer;
+import org.apache.kafka.clients.consumer.ConsumerConfig;

 import java.util.Properties;

@@ -13,35 +13,40 @@ import java.util.Properties;
 * @date 2021/6/813:54
 */
 public class KafkaConsumer {
-    private static Properties createConsumerConfig() {
-        Properties properties = new Properties();
-        properties.put("bootstrap.servers", GlobalConfig.SOURCE_KAFKA_SERVERS);
-        properties.put("group.id", GlobalConfig.GROUP_ID);
-        properties.put("session.timeout.ms", GlobalConfig.SESSION_TIMEOUT_MS);
-        properties.put("max.poll.records", GlobalConfig.MAX_POLL_RECORDS);
-        properties.put("max.partition.fetch.bytes", GlobalConfig.MAX_PARTITION_FETCH_BYTES);
-        properties.put("partition.discovery.interval.ms", "10000");
-
-        CertUtils.chooseCert(GlobalConfig.SOURCE_KAFKA_SERVERS, properties);
-
-        return properties;
-    }

    /**
     * 官方序列化kafka数据
     *
     * @return kafka logs
     */
-    public static FlinkKafkaConsumer<String> getKafkaConsumer() {
-        FlinkKafkaConsumer<String> kafkaConsumer = new FlinkKafkaConsumer<>(GlobalConfig.SOURCE_KAFKA_TOPIC,
-                new SimpleStringSchema(), createConsumerConfig());
+    public static FlinkKafkaConsumer<String> getKafkaConsumer(Properties properties, String topic, String startupMode) {

-        //随着checkpoint提交，将offset提交到kafka
-        kafkaConsumer.setCommitOffsetsOnCheckpoints(true);
+        setDefaultConfig(properties, ConsumerConfig.SESSION_TIMEOUT_MS_CONFIG, 60000);
+        setDefaultConfig(properties, ConsumerConfig.MAX_POLL_RECORDS_CONFIG, 5000);
+        setDefaultConfig(properties, ConsumerConfig.MAX_PARTITION_FETCH_BYTES_CONFIG, 31457280);

-        //从消费组当前的offset开始消费
-        kafkaConsumer.setStartFromGroupOffsets();
+        FlinkKafkaConsumer<String> kafkaConsumer = new FlinkKafkaConsumer<>(topic, new SimpleStringSchema(), properties);
+
+        switch (startupMode) {
+            case "group":
+                kafkaConsumer.setStartFromGroupOffsets();
+                break;
+            case "latest":
+                kafkaConsumer.setStartFromLatest();
+                break;
+            case "earliest":
+                kafkaConsumer.setStartFromEarliest();
+                break;
+            default:
+                kafkaConsumer.setStartFromGroupOffsets();
+        }

        return kafkaConsumer;
    }
+
+    private static void setDefaultConfig(Properties properties, String key, Object value) {
+        if (!properties.contains(key)) {
+            properties.put(key, value);
+        }
+    }
 }
--- a/src/main/java/com/zdjizhi/utils/kafka/KafkaProducer.java
+++ b/src/main/java/com/zdjizhi/utils/kafka/KafkaProducer.java
@@ -1,9 +1,7 @@
 package com.zdjizhi.utils.kafka;

-import com.zdjizhi.common.config.GlobalConfig;
 import org.apache.flink.api.common.serialization.SimpleStringSchema;
 import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer;
-import org.apache.kafka.clients.producer.ProducerConfig;

 import java.util.Optional;
 import java.util.Properties;
@@ -16,33 +14,29 @@ import java.util.Properties;
 */
 public class KafkaProducer {

-    private static Properties createProducerConfig() {
-        Properties properties = new Properties();
-        properties.put("bootstrap.servers", GlobalConfig.SINK_KAFKA_SERVERS);
-        properties.put("acks", GlobalConfig.PRODUCER_ACK);
-        properties.put("retries", GlobalConfig.RETRIES);
-        properties.put("linger.ms", GlobalConfig.LINGER_MS);
-        properties.put("request.timeout.ms", GlobalConfig.REQUEST_TIMEOUT_MS);
-        properties.put("batch.size", GlobalConfig.BATCH_SIZE);
-        properties.put("buffer.memory", GlobalConfig.BUFFER_MEMORY);
-        properties.put("max.request.size", GlobalConfig.MAX_REQUEST_SIZE);
-        properties.put(ProducerConfig.COMPRESSION_TYPE_CONFIG, GlobalConfig.PRODUCER_KAFKA_COMPRESSION_TYPE);
+    public static FlinkKafkaProducer<String> getKafkaProducer(Properties properties, String topic, boolean logFailuresOnly) {
+        setDefaultConfig(properties, "ack", 1);
+        setDefaultConfig(properties, "retries", 0);
+        setDefaultConfig(properties, "linger.ms", 10);
+        setDefaultConfig(properties, "request.timeout.ms", 30000);
+        setDefaultConfig(properties, "batch.size", 262144);
+        setDefaultConfig(properties, "buffer.memory", 134217728);
+        setDefaultConfig(properties, "max.request.size", 10485760);
+        setDefaultConfig(properties, "compression.type", "snappy");

-        CertUtils.chooseCert(GlobalConfig.SINK_KAFKA_SERVERS, properties);
-
-        return properties;
-    }
-
-
-    public static FlinkKafkaProducer<String> getKafkaProducer() {
-        FlinkKafkaProducer<String> kafkaProducer = new FlinkKafkaProducer<String>(
-                GlobalConfig.SINK_KAFKA_TOPIC,
+        FlinkKafkaProducer<String> kafkaProducer = new FlinkKafkaProducer<>(
+                topic,
                new SimpleStringSchema(),
-                createProducerConfig(), Optional.empty());
+                properties, Optional.empty());

-        //启用此选项将使生产者仅记录失败日志而不是捕获和重新抛出它们
-        kafkaProducer.setLogFailuresOnly(true);
+        kafkaProducer.setLogFailuresOnly(logFailuresOnly);

        return kafkaProducer;
    }
+
+    private static void setDefaultConfig(Properties properties, String key, Object value) {
+        if (!properties.contains(key)) {
+            properties.put(key, value);
+        }
+    }
 }
--- a/src/main/java/log4j.properties
+++ b/src/main/java/log4j.properties
@@ -1,14 +1,14 @@
 #Log4j
-log4j.rootLogger=error,console,file
+log4j.rootLogger=info,console,file
 # 控制台日志设置
 log4j.appender.console=org.apache.log4j.ConsoleAppender
-log4j.appender.console.Threshold=error
+log4j.appender.console.Threshold=info
 log4j.appender.console.layout=org.apache.log4j.PatternLayout
 log4j.appender.console.layout.ConversionPattern=[%d{yyyy-MM-dd HH\:mm\:ss}] [%-5p] [Thread\:%t] %l %x - <%m>%n

 # 文件日志设置
 log4j.appender.file=org.apache.log4j.DailyRollingFileAppender
-log4j.appender.file.Threshold=error
+log4j.appender.file.Threshold=info
 log4j.appender.file.encoding=UTF-8
 log4j.appender.file.Append=true
 #路径请用相对路径，做好相关测试输出到应用目下
@@ -18,8 +18,8 @@ log4j.appender.file.layout=org.apache.log4j.PatternLayout
 #log4j.appender.file.layout.ConversionPattern=%d{HH:mm:ss} %X{ip} [%t] %5p %c{1} %m%n
 log4j.appender.file.layout.ConversionPattern=[%d{yyyy-MM-dd HH\:mm\:ss}] [%-5p] %X{ip} [Thread\:%t]  %l %x - %m%n 
 #MyBatis 配置，com.nis.web.dao是mybatis接口所在包
-log4j.logger.com.nis.web.dao=error
+log4j.logger.com.nis.web.dao=info
 #bonecp数据源配置
-log4j.category.com.jolbox=error,console
+log4j.category.com.jolbox=info,console


--- a/src/test/java/com/zdjizhi/ConfigTest.java
+++ b/src/test/java/com/zdjizhi/ConfigTest.java
@@ -0,0 +1,58 @@
+package com.zdjizhi;
+
+import com.zdjizhi.conf.FusionConfiguration;
+import org.apache.flink.api.common.ExecutionConfig;
+import org.apache.flink.api.common.serialization.SimpleStringSchema;
+import org.apache.flink.api.java.utils.ParameterTool;
+import org.apache.flink.configuration.Configuration;
+import org.apache.flink.streaming.api.datastream.DataStreamSource;
+import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
+import org.apache.flink.streaming.api.functions.ProcessFunction;
+import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer;
+import org.apache.flink.util.Collector;
+
+import static com.zdjizhi.conf.FusionConfigs.*;
+
+public class ConfigTest {
+    public static void main(String[] args) {
+        final StreamExecutionEnvironment environment = StreamExecutionEnvironment.getExecutionEnvironment();
+
+        final ParameterTool tool;
+        try {
+            tool = ParameterTool.fromPropertiesFile("D:\\workerspace\\flink\\test.properties");
+            final Configuration config = tool.getConfiguration();
+            environment.getConfig().setGlobalJobParameters(config);
+            final FusionConfiguration fusionConfiguration = new FusionConfiguration(config);
+
+            System.out.println(config.get(SOURCE_KAFKA_TOPIC));
+            System.out.println(config.get(SINK_KAFKA_TOPIC));
+            System.out.println(fusionConfiguration.getProperties(SOURCE_KAFKA_PROPERTIES_PREFIX));
+            System.out.println(fusionConfiguration.getProperties(SINK_KAFKA_PROPERTIES_PREFIX));
+
+
+            final FlinkKafkaConsumer<String> kafkaConsumer = new FlinkKafkaConsumer<>(
+                    config.get(SOURCE_KAFKA_TOPIC),
+                    new SimpleStringSchema(),
+                    fusionConfiguration
+                            .getProperties(SOURCE_KAFKA_PROPERTIES_PREFIX));
+
+            final DataStreamSource<String> sourceStream = environment.addSource(kafkaConsumer);
+
+            sourceStream.process(new ProcessFunction<String, String>() {
+
+                @Override
+                public void processElement(String value, ProcessFunction<String, String>.Context ctx, Collector<String> out) {
+
+                    out.collect(value);
+                }
+            }).print();
+
+
+
+            environment.execute();
+
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+}
--- a/src/test/java/com/zdjizhi/ConventionalTest.java
+++ b/src/test/java/com/zdjizhi/ConventionalTest.java
@@ -1,6 +1,5 @@
 package com.zdjizhi;

-import com.zdjizhi.common.config.GlobalConfig;
 import com.zdjizhi.utils.StringUtil;
 import org.junit.Test;

@@ -22,7 +21,7 @@ public class ConventionalTest {
        System.out.println(protocol);
        StringBuffer stringBuffer = new StringBuffer();
        String appName = "qq_r2";
-        String[] protocolIds = protocol.split(GlobalConfig.PROTOCOL_SPLITTER);
+        String[] protocolIds = protocol.split("\\.");
        for (String proto : protocolIds) {
            if (StringUtil.isBlank(stringBuffer.toString())) {
                stringBuffer.append(proto);
--- a/src/test/java/com/zdjizhi/DatasketchesTest.java
+++ b/src/test/java/com/zdjizhi/DatasketchesTest.java
@@ -1,281 +0,0 @@
-package com.zdjizhi;
-
-import cn.hutool.json.JSONUtil;
-import com.alibaba.fastjson2.*;
-import com.zdjizhi.utils.JsonMapper;
-import org.apache.datasketches.hll.HllSketch;
-import org.apache.datasketches.hll.TgtHllType;
-import org.apache.datasketches.hll.Union;
-import org.apache.kafka.clients.producer.KafkaProducer;
-import org.apache.kafka.clients.producer.ProducerRecord;
-import org.junit.Test;
-
-import java.lang.instrument.Instrumentation;
-import java.util.*;
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi
- * @Description:
- * @date 2023/3/217:17
- */
-public class DatasketchesTest {
-
-    @Test
-    public void HllSketchTest() {
-        HashSet<String> strings = new HashSet<>();
-
-        HllSketch sketch = new HllSketch(12);
-
-        for (int i = 0; i < 50; i++) {
-            String ip = "192.168.1." + i;
-            sketch.update(ip);
-            strings.add(ip);
-        }
-
-        System.out.println(sketch.getEstimate() + "--" + strings.size());
-
-        HashSet<String> randomStrings = new HashSet<>();
-
-        HllSketch randomSketch = new HllSketch(12);
-
-        for (int i = 0; i < 50; i++) {
-            String ip = makeIPv4Random();
-            randomSketch.update(ip);
-            randomStrings.add(ip);
-        }
-
-        System.out.println(randomSketch.getEstimate() + "--" + randomStrings.size());
-    }
-
-    @Test
-    public void HllSketchUnionTest() {
-        HashSet<String> strings = new HashSet<>();
-
-        HllSketch sketch = new HllSketch(12);
-
-        for (int i = 0; i < 50; i++) {
-            String ip = "192.168.1." + i;
-            sketch.update(ip);
-            strings.add(ip);
-        }
-
-        HllSketch sketch2 = new HllSketch(12);
-
-        for (int i = 0; i < 10; i++) {
-            String ip = "192.168.2." + i;
-            sketch2.update(ip);
-            strings.add(ip);
-        }
-
-        Union union = new Union(12);
-
-        union.update(sketch);
-        union.update(sketch2);
-        HllSketch sketch_result = HllSketch.heapify(union.getResult().toCompactByteArray());
-
-        System.out.println(sketch.getEstimate() + "--" + strings.size());
-        System.out.println(sketch2.getEstimate() + "--" + strings.size());
-        System.out.println(sketch_result.getEstimate() + "--" + strings.size());
-    }
-
-    @Test
-    public void HllSketchDruidTest() {
-        HashMap<String, Object> dataMap = new HashMap<>();
-
-        HashSet<String> strings = new HashSet<>();
-
-        HllSketch sketch = new HllSketch(12);
-
-        for (int i = 0; i < 50; i++) {
-            String ip = "192.168.1." + i;
-            sketch.update(ip);
-            strings.add(ip);
-        }
-
-        HllSketch sketch2 = new HllSketch(12);
-
-        for (int i = 0; i < 10; i++) {
-            String ip = "192.168.2." + i;
-            sketch2.update(ip);
-            strings.add(ip);
-        }
-
-        Union union = new Union(12);
-
-        union.update(sketch);
-        union.update(sketch2);
-        HllSketch sketch_result1 = HllSketch.heapify(union.getResult().toCompactByteArray());
-
-        HllSketch sketch3 = new HllSketch(12);
-
-        for (int i = 0; i < 10; i++) {
-            String ip = "192.168.3." + i;
-            sketch3.update(ip);
-            strings.add(ip);
-        }
-
-        Union union2 = new Union(12);
-
-        union2.update(sketch_result1);
-        union2.update(sketch3);
-        HllSketch sketch_result2 = HllSketch.heapify(union2.getResult().toCompactByteArray());
-
-        System.out.println(sketch.getEstimate() + "--" + strings.size());
-        System.out.println(sketch2.getEstimate() + "--" + strings.size());
-        System.out.println(sketch3.getEstimate() + "--" + strings.size());
-        System.out.println(sketch_result1.getEstimate() + "--" + strings.size());
-        System.out.println(sketch_result2.getEstimate() + "--" + strings.size());
-
-        Result result = new Result();
-        result.setC2s_pkt_num(10);
-        result.setS2c_pkt_num(10);
-        result.setC2s_byte_num(10);
-        result.setS2c_byte_num(10);
-        result.setStat_time(1679970031);
-        result.setSchema_type("HLLSketchMergeTest");
-
-        //CompactByte
-        result.setIp_object(sketch_result2.toCompactByteArray());
-//        System.out.println(result.toString());
-        //sendMessage(JsonMapper.toJsonString(result);
-
-
-        //UpdatableByte
-        result.setIp_object(sketch_result2.toUpdatableByteArray());
-//        System.out.println(result.toString());
-        //sendMessage(JsonMapper.toJsonString(result);
-
-        //Hashmap
-        dataMap.put("app_name", "TEST");
-        dataMap.put("protocol_stack_id", "HTTP");
-        dataMap.put("vsys_id", 1);
-        dataMap.put("stat_time", 1681370100);
-        dataMap.put("client_ip_sketch", sketch_result2.toUpdatableByteArray());
-
-        System.out.println("Jackson:" + JsonMapper.toJsonString(dataMap));
-        System.out.println("FastJson2:" + JSONObject.toJSONString(dataMap));
-        System.out.println("Hutool:" + JSONUtil.toJsonStr(dataMap) + "\n\n");
-
-
-        dataMap.put("client_ip_sketch", Base64.getEncoder().encode(sketch_result2.toUpdatableByteArray()));
-        System.out.println("FastJson2 Byte(Base64):" + JSONObject.toJSONString(dataMap));
-        System.out.println("Hutool Byte(Base64):" + JSONObject.toJSONString(dataMap));
-        System.out.println(JSONUtil.toJsonStr(dataMap));
-
-//        sendMessage(JSONObject.toJSONString(dataMap));
-    }
-
-    @Test
-    public void HllSketchStorageTest() {
-        TgtHllType hllType = TgtHllType.HLL_4;
-//        TgtHllType hllType = TgtHllType.HLL_6;
-//        TgtHllType hllType = TgtHllType.HLL_8;
-
-        HllSketch sketch4 = new HllSketch(4,hllType);
-        HllSketch sketch8 = new HllSketch(8,hllType);
-        HllSketch sketch12 = new HllSketch(12,hllType);
-        HllSketch sketch16 = new HllSketch(16,hllType);
-        HllSketch sketch21 = new HllSketch(21,hllType);
-
-        HashSet<String> IPSet = new HashSet<>();
-
-        for (int i = 0; i < 500000; i++) {
-            String ip = makeIPv4Random();
-            IPSet.add(ip);
-            sketch4.update(ip);
-            sketch8.update(ip);
-            sketch12.update(ip);
-            sketch16.update(ip);
-            sketch21.update(ip);
-        }
-        System.out.println(IPSet.size());
-        System.out.println(sketch4.toString());
-        System.out.println(sketch8.toString());
-        System.out.println(sketch12.toString());
-        System.out.println(sketch16.toString());
-        System.out.println(sketch21.toString());
-
-    }
-
-
-    //随机生成ip
-    private static String makeIPv4Random() {
-        int v4_1 = new Random().nextInt(255) + 1;
-        int v4_2 = new Random().nextInt(100);
-        int v4_3 = new Random().nextInt(100);
-        int v4_4 = new Random().nextInt(255);
-        return v4_1 + "." + v4_2 + "." + v4_3 + "." + v4_4;
-    }
-
-    private static void sendMessage(Object message) {
-        Properties props = new Properties();
-        //kafka地址
-        props.put("bootstrap.servers", "192.168.44.12:9092");
-        props.put("acks", "all");
-        props.put("retries", 0);
-        props.put("linger.ms", 1);
-        props.put("buffer.memory", 67108864);
-//        props.put("key.serializer", "org.apache.kafka.common.serialization.StringSerializer");
-        props.put("key.serializer", "org.apache.kafka.common.serialization.ByteArraySerializer");
-//        props.put("value.serializer", "org.apache.kafka.common.serialization.StringSerializer");
-        props.put("value.serializer", "org.apache.kafka.common.serialization.ByteArraySerializer");
-        KafkaProducer<String, Object> kafkaProducer = new KafkaProducer<String, Object>(props);
-
-        kafkaProducer.send(new ProducerRecord<String, Object>("TRAFFIC-PROTOCOL-TEST", message));
-
-        kafkaProducer.close();
-    }
-}
-
-class Result {
-
-    private String schema_type;
-    private long c2s_byte_num;
-    private long c2s_pkt_num;
-    private long s2c_byte_num;
-    private long s2c_pkt_num;
-    private long stat_time;
-    private byte[] ip_object;
-
-    public void setSchema_type(String schema_type) {
-        this.schema_type = schema_type;
-    }
-
-    public void setC2s_byte_num(long c2s_byte_num) {
-        this.c2s_byte_num = c2s_byte_num;
-    }
-
-    public void setC2s_pkt_num(long c2s_pkt_num) {
-        this.c2s_pkt_num = c2s_pkt_num;
-    }
-
-    public void setS2c_byte_num(long s2c_byte_num) {
-        this.s2c_byte_num = s2c_byte_num;
-    }
-
-    public void setS2c_pkt_num(long s2c_pkt_num) {
-        this.s2c_pkt_num = s2c_pkt_num;
-    }
-
-    public void setStat_time(long stat_time) {
-        this.stat_time = stat_time;
-    }
-
-    public void setIp_object(byte[] ip_object) {
-        this.ip_object = ip_object;
-    }
-
-    @Override
-    public String toString() {
-        return "Result{" +
-                "schema_type='" + schema_type + '\'' +
-                ", c2s_byte_num=" + c2s_byte_num +
-                ", c2s_pkt_num=" + c2s_pkt_num +
-                ", s2c_byte_num=" + s2c_byte_num +
-                ", s2c_pkt_num=" + s2c_pkt_num +
-                ", stat_time=" + stat_time +
-                ", ip_object=" + Arrays.toString(ip_object) +
-                '}';
-    }
-}
--- a/src/test/java/com/zdjizhi/FlagsTest.java
+++ b/src/test/java/com/zdjizhi/FlagsTest.java
@@ -32,26 +32,25 @@ public class FlagsTest {

    @Test
    public void bitwiseAND() {
-        Long common_flags = 8200L;
+        Long flags = 24712L;
        Long clientIsLocal = 8L;
        Long serverIsLocal = 16L;


-        System.out.println("common_flags & clientIsLocal = " + (common_flags & clientIsLocal));
-        System.out.println("common_flags & serverIsLocal = " + (common_flags & serverIsLocal)+"\n\n");
+        System.out.println("flags & clientIsLocal = " + (flags & clientIsLocal));
+        System.out.println("flags & serverIsLocal = " + (flags & serverIsLocal)+"\n\n");

-        common_flags = 16400L;
+        flags = 16400L;

-        System.out.println("common_flags & clientIsLocal = " + (common_flags & clientIsLocal));
-        System.out.println("common_flags & serverIsLocal = " + (common_flags & serverIsLocal));
+        System.out.println("flags & clientIsLocal = " + (flags & clientIsLocal));
+        System.out.println("flags & serverIsLocal = " + (flags & serverIsLocal)+"\n\n");

+        flags = 24712L;

+        System.out.println("flags & c2s = " + (flags & 8192));
+        System.out.println("flags & s2c = " + (flags & 16384));
+        System.out.println("flags & Bidirectional = " + (flags & 32768));

-        if ((0L & clientIsLocal) == 0L){
-            System.out.println("yes");
-        }else {
-            System.out.println("no");
-        }
    }

 }
--- a/src/test/java/com/zdjizhi/conf/FusionConfigs.java
+++ b/src/test/java/com/zdjizhi/conf/FusionConfigs.java
@@ -0,0 +1,34 @@
+package com.zdjizhi.conf;
+
+import org.apache.flink.configuration.ConfigOption;
+import org.apache.flink.configuration.ConfigOptions;
+
+public class FusionConfigs {
+    /**
+     * The prefix for Kafka properties used in the source.
+     */
+    public static final String SOURCE_KAFKA_PROPERTIES_PREFIX = "source.kafka.props.";
+
+    /**
+     * The prefix for Kafka properties used in the sink.
+     */
+    public static final String SINK_KAFKA_PROPERTIES_PREFIX = "sink.kafka.props.";
+    /**
+     * Configuration option for the Kafka topic used in the source.
+     */
+    public static final ConfigOption<String> SOURCE_KAFKA_TOPIC =
+            ConfigOptions.key("source.kafka.topic")
+                    .stringType()
+                    .noDefaultValue()
+                    .withDescription("The Kafka topic used in the source.");
+
+    /**
+     * Configuration option for the Kafka topic used in the sink.
+     */
+    public static final ConfigOption<String> SINK_KAFKA_TOPIC =
+            ConfigOptions.key("sink.kafka.topic")
+                    .stringType()
+                    .noDefaultValue()
+                    .withDescription("The Kafka topic used in the sink.");
+
+}
--- a/src/test/java/com/zdjizhi/conf/FusionConfiguration.java
+++ b/src/test/java/com/zdjizhi/conf/FusionConfiguration.java
@@ -0,0 +1,36 @@
+package com.zdjizhi.conf;
+
+import org.apache.flink.configuration.Configuration;
+
+import java.util.Properties;
+
+public class FusionConfiguration {
+    private final Configuration config;
+
+    public FusionConfiguration(final Configuration config) {
+        this.config = config;
+    }
+
+    /**
+     * Retrieves properties from the underlying `Configuration` instance that start with the specified
+     * `prefix`. The properties are then converted into a `java.util.Properties` object and returned.
+     *
+     * @param prefix The prefix to filter properties.
+     * @return A `java.util.Properties` object containing the properties with the specified prefix.
+     */
+    public Properties getProperties(final String prefix) {
+        if (prefix == null) {
+            final Properties props = new Properties();
+            props.putAll(config.toMap());
+            return props;
+        }
+        return config.toMap()
+                .entrySet()
+                .stream()
+                .filter(entry -> entry.getKey().startsWith(prefix))
+                .collect(Properties::new, (props, e) ->
+                                props.setProperty(e.getKey().substring(prefix.length()), e.getValue()),
+                        Properties::putAll);
+    }
+
+}