1.适配TSG 23.07及以上功能，添加数据传输统计指标，并输出至pushgateway。(GAL-409)

2.原URL参数domain从http_domain字段取值，更新为从common_server_domain字段取值。(GAL-410)

pom.xml

@@ -5,10 +5,10 @@
     <modelVersion>4.0.0</modelVersion>
 
     <groupId>com.zdjizhi</groupId>
-    <artifactId>log-stream-doublewrite</artifactId>
+    <artifactId>log-completion-schema</artifactId>
-    <version>22.04-v3</version>
+    <version>230907</version>
 
-    <name>log-stream-doublewrite</name>
+    <name>log-completion-schema</name>
     <url>http://www.example.com</url>
 
     <repositories>
@@ -22,10 +22,10 @@
             <id>maven-ali</id>
             <url>http://maven.aliyun.com/nexus/content/groups/public/</url>
             <releases>
-                <!--<enabled>true</enabled>-->
+                <enabled>true</enabled>
             </releases>
             <snapshots>
-                <!--<enabled>true</enabled>-->
+                <enabled>true</enabled>
                 <checksumPolicy>fail</checksumPolicy>
             </snapshots>
         </repository>
@@ -33,13 +33,17 @@
 
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+        <galaxy.tools.version>1.2</galaxy.tools.version>
+        <zookeeper.version>3.4.10</zookeeper.version>
         <flink.version>1.13.1</flink.version>
         <hadoop.version>2.7.1</hadoop.version>
         <kafka.version>1.0.0</kafka.version>
         <hbase.version>2.2.3</hbase.version>
         <nacos.version>1.2.0</nacos.version>
-        <zdjz.tools.version>1.0.8</zdjz.tools.version>
+        <fastjson.version>2.0.40</fastjson.version>
+        <hutool.version>5.7.17</hutool.version>
         <scope.type>provided</scope.type>
+        <!--<scope.type>compile</scope.type>-->
     </properties>
 
     <build>
@@ -114,25 +118,15 @@
     <dependencies>
 
         <dependency>
-            <groupId>com.zdjizhi</groupId>
+            <groupId>com.geedgenetworks</groupId>
             <artifactId>galaxy</artifactId>
-            <version>${zdjz.tools.version}</version>
+            <version>${galaxy.tools.version}</version>
-            <exclusions>
-                <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>com.alibaba</groupId>
             <artifactId>fastjson</artifactId>
-            <version>1.2.70</version>
+            <version>${fastjson.version}</version>
         </dependency>
 
         <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-core -->
@@ -143,7 +137,6 @@
             <scope>${scope.type}</scope>
         </dependency>
 
-
         <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-streaming-java -->
         <dependency>
             <groupId>org.apache.flink</groupId>
@@ -180,7 +173,7 @@
         <dependency>
             <groupId>org.apache.zookeeper</groupId>
             <artifactId>zookeeper</artifactId>
-            <version>3.4.10</version>
+            <version>${zookeeper.version}</version>
             <exclusions>
                 <exclusion>
                     <artifactId>slf4j-log4j12</artifactId>
@@ -263,16 +256,10 @@
             <version>4.5.2</version>
         </dependency>
 
-        <dependency>
-            <groupId>com.jayway.jsonpath</groupId>
-            <artifactId>json-path</artifactId>
-            <version>2.4.0</version>
-        </dependency>
-
         <dependency>
             <groupId>cn.hutool</groupId>
             <artifactId>hutool-all</artifactId>
-            <version>5.7.17</version>
+            <version>${hutool.version}</version>
         </dependency>
 
         <dependency>
@@ -296,6 +283,13 @@
             <version>1.9.3</version>
         </dependency>
 
+
+        <dependency>
+            <groupId>io.prometheus</groupId>
+            <artifactId>simpleclient_pushgateway</artifactId>
+            <version>0.9.0</version>
+        </dependency>
+
     </dependencies>
 </project>
 

properties/default_config.properties

@@ -18,48 +18,86 @@ linger.ms=10
 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
+batch.size=1048576
 
 #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
+#这个参数决定了每次发送给Kafka服务器请求的最大大小
-#10M
+#default: 10485760 = 10M
 max.request.size=10485760
+
+#producer ack
+producer.ack=1
 #====================kafka default====================#
-#kafka SASL验证用户名-加密
+#kafka SASL/SSL username (encryption)
 kafka.user=nsyGpHKGFA4KW0zro9MDdw==
 
-#kafka SASL及SSL验证密码-加密
+#kafka SASL/SSL pin (encryption)
 kafka.pin=6MleDyA3Z73HSaXiKsDJ2k7Ys8YWLhEJ
 
-#生产者ack
-producer.ack=1
 #====================nacos default====================#
-#nacos username
+#nacos username (encryption)
-nacos.username=nacos
+nacos.username=kANxu/Zi5rBnZVxa5zAjrQ==
 
-#nacos password
+#nacos pin (encryption)
-nacos.pin=nacos
+nacos.pin=YPIBDIXjJUtVBjjk2op0Dg==
+
+#nacos connection timeout default 60s
+nacos.connection.timeout=60000
+
+#nacos table schema use group
+nacos.schema.group=Galaxy
+
+#nacos public use group
+nacos.public.group=DEFAULT_GROUP
+
+#public namespace名称
+nacos.public.namespace=
+
+#knowledgebase data id名称
+nacos.knowledgebase.data.id=knowledge_base.json
+
+#================= HTTP 配置 ====================#
+#max connection
+http.pool.max.connection=20
+
+#one route max connection
+http.pool.max.per.route=4
+
+#connect timeout(ms)
+http.pool.connect.timeout=30000
+
+#request timeout(ms)
+http.pool.request.timeout=90000
+
+#response timeout(ms)
+http.socket.timeout=90000
+
+#====================HBase Default conf====================#
+hbase.rpc.timeout=60000
 
-#nacos group
-nacos.group=Galaxy
 #====================Topology Default====================#
-#hbase table name
+#hbase radius relation table name
-hbase.table.name=tsg_galaxy:relation_framedip_account
+hbase.radius.table.name=tsg_galaxy:relation_framedip_account
 
-#邮件默认编码
+#hbase gtpc relation table name
-mail.default.charset=UTF-8
+hbase.gtpc.table.name=tsg_galaxy:relation_user_teid
 
-#0不做任何校验，1弱类型校验
+#0 no-operation parse JSON directly.
+#1 Check fields type with schema,Do some type conversion.
 log.transform.type=1
 
-#两个输出之间的最大时间(单位milliseconds)
+#Maximum time between two outputs(milliseconds)
-buffer.timeout=5000
+buffer.timeout=-1
-#====================临时配置-待删除====================#
-#网关APP_ID 获取接口
-app.id.http=http://192.168.44.67:9999/open-api/appDicList
 
-#app_id 更新时间，如填写0则不更新缓存
+#The gtpc data scan max rows,0 = no limit.
-app.tick.tuple.freq.secs=0
+hbase.gtpc.scan.max.rows=100000
+
+#The radius data scan max rows,0 = no limit.
+hbase.radius.scan.max.rows=100000
+
+#Whether vsys_id is used as the relationship key between gtpc and radius.
+#vsys or global
+data.relationship.model=vsys

properties/service_flow_config.properties

@@ -4,64 +4,50 @@ source.kafka.servers=192.168.44.12:9094
 
 #百分点输出kafka地址
 percent.sink.kafka.servers=192.168.44.12:9094
-
 #文件源数据topic输出kafka地址
-file.data.sink.kafka.servers=192.168.44.12:9094
+sink.file.data.kafka.servers=192.168.44.12:9094
-
+#用于分配log_id、连接hbase的zookeeper地址
-#zookeeper 地址 用于配置log_id
 zookeeper.servers=192.168.44.12:2181
 
-#hbase zookeeper地址 用于连接HBase
+#hdfs地址用于获取定位库
-hbase.zookeeper.servers=192.168.44.12:2181
+hdfs.servers=192.168.40.151:9000,192.168.40.152:9000
 
 #--------------------------------HTTP/定位库------------------------------#
-#定位库地址
+#工具库地址，存放秘钥文件等。
-tools.library=C:\\workspace\\dat\\
+tools.library=D:\\workerspace\\dat\\
 
 #--------------------------------nacos配置------------------------------#
 #nacos 地址
-nacos.server=192.168.44.12:8848
+nacos.server=192.168.44.67:8848
 
-#nacos namespace
+#schema namespace名称
-nacos.schema.namespace=P19
+nacos.schema.namespace=f507879a-8b1b-4330-913e-83d4fcdc14bb
 
-#nacos topology_common_config.properties namespace
+#schema data id名称
-nacos.common.namespace=P19
+nacos.schema.data.id=session_record.json
-
-#nacos data id
-nacos.data.id=security_event.json
-
-#------------------------------------OOS配置------------------------------------#
-#oos地址
-oos.servers=10.3.45.100:8057
 
 #--------------------------------Kafka消费/生产配置------------------------------#
-
 #kafka 接收数据topic
 source.kafka.topic=test
 
-#百分点对应的topic
-percent.kafka.topic=PERCENT-RECORD
-
-#文件源数据topic
-file.data.kafka.topic=test-file-data
 
+sink.percent.kafka.topic=PERCENT-RECORD
+sink.file.data.kafka.topic=test-file-data
 #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=flinktest-1
+
+group.id=session-record-log-20211114-test-2
 
 #--------------------------------topology配置------------------------------#
-
 #consumer 并行度
 source.parallelism=1
 
 #转换函数并行度
 transform.parallelism=1
 
-#percent producer 并行度
+deal.file.parallelism=1
-percent.sink.parallelism=1
+sink.file.data.parallelism=1
+sink.percent.parallelism=1
 
-#filedata producer 并行度
-file.data.sink.parallelism=1
 #数据中心，取值范围(0-31)
 data.center.id.num=0
 
@@ -69,9 +55,13 @@ data.center.id.num=0
 hbase.tick.tuple.freq.secs=180
 
 #--------------------------------默认值配置------------------------------#
-
-#0不需要补全原样输出日志，1需要补全
-log.need.complete=1
-
 #生产者压缩模式 none or snappy
-producer.kafka.compression.type=none
+producer.kafka.compression.type=snappy
+
+#------------------------------------OOS配置------------------------------------#
+#oos地址
+oos.servers=10.3.45.100:8057
+#prometheus-httpserver
+prometheus.pushgateway.address=192.168.44.12:9091
+pushgateway.statistics.time=300
+deal.file.statistics.time=60

src/main/java/com/zdjizhi/common/CommonConfig.java

@@ -0,0 +1,81 @@
+package com.zdjizhi.common;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.config.listener.Listener;
+import com.alibaba.nacos.api.exception.NacosException;
+import com.geedgenetworks.utils.StringUtil;
+import com.zdjizhi.tools.connections.nacos.NacosConnection;
+import com.zdjizhi.tools.general.ConfigurationsUtils;
+
+import java.io.IOException;
+import java.io.StringReader;
+import java.util.Properties;
+import java.util.concurrent.Executor;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.common
+ * @Description:
+ * @date 2023/7/2811:00
+ */
+public class CommonConfig {
+    private static final Log logger = LogFactory.get();
+
+    private static final String dataId = "olap_platform.properties";
+
+    private static final Properties configProperties;
+
+    public static String KNOWLEDGEBASE_TYPE_LIST;
+    public static String KNOWLEDGEBASE_NAME_LIST;
+    public static Boolean SCHEMA_UPDATE_ENABLED;
+
+    static {
+        configProperties = new Properties();
+        NacosConnection nacosConnection = new NacosConnection();
+        ConfigService configService = nacosConnection.getPublicService();
+        try {
+            String group = FlowWriteConfig.NACOS_PUBLIC_GROUP;
+            String config = configService.getConfigAndSignListener(dataId, group, FlowWriteConfig.NACOS_CONNECTION_TIMEOUT, new Listener() {
+                @Override
+                public Executor getExecutor() {
+                    return null;
+                }
+
+                @Override
+                public void receiveConfigInfo(String configInfo) {
+                    if (StringUtil.isNotBlank(configInfo)) {
+                        logger.info("Reload the common config when it changes.");
+                        clearProperties();
+                        updateConfigProperties(configInfo);
+                    }
+                }
+            });
+
+            if (StringUtil.isNotBlank(config)) {
+                updateConfigProperties(config);
+            }
+
+        } catch (NacosException e) {
+            logger.error("Get common config from Nacos error,The exception message is :{}" + e);
+        }
+    }
+
+
+    private static void updateConfigProperties(String config) {
+        try {
+            configProperties.load(new StringReader(config));
+            KNOWLEDGEBASE_TYPE_LIST = ConfigurationsUtils.getStringProperty(configProperties, "etl.knowledgebase.type.list");
+            KNOWLEDGEBASE_NAME_LIST = ConfigurationsUtils.getStringProperty(configProperties, "etl.knowledgebase.name.list");
+            SCHEMA_UPDATE_ENABLED = ConfigurationsUtils.getBooleanProperty(configProperties, "etl.schema.update.enabled");
+        } catch (IOException e) {
+            logger.error("IOException:{}", e);
+        }
+    }
+
+    private static void clearProperties() {
+        configProperties.clear();
+    }
+
+}

src/main/java/com/zdjizhi/common/FlowWriteConfig.java

@@ -1,134 +1,164 @@
 package com.zdjizhi.common;
 
 
-import com.zdjizhi.utils.system.FlowWriteConfigurations;
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.tools.general.ConfigurationsUtils;
 import org.jasypt.encryption.pbe.StandardPBEStringEncryptor;
 
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Properties;
+
 /**
  * @author Administrator
  */
 public class FlowWriteConfig {
+    private static final Log logger = LogFactory.get();
+
+    private static final StandardPBEStringEncryptor encryptor = new StandardPBEStringEncryptor();
+    private static final Properties propDefault = new Properties();
+    private static final Properties propService = new Properties();
+    private static Properties propfiletype = new Properties();
+    private static Map<String, String> fileTypeMap;
+
+
 
-    private static StandardPBEStringEncryptor encryptor = new StandardPBEStringEncryptor();
 
     static {
         encryptor.setPassword("galaxy");
+        try {
+            propService.load(ConfigurationsUtils.class.getClassLoader().getResourceAsStream("service_flow_config.properties"));
+            propDefault.load(ConfigurationsUtils.class.getClassLoader().getResourceAsStream("default_config.properties"));
+            propfiletype.load(ConfigurationsUtils.class.getClassLoader().getResourceAsStream("file_type.properties"));
+            fileTypeMap = new HashMap<String, String>((Map) propfiletype);
+        } catch (IOException | RuntimeException e) {
+            logger.error("Loading the configuration file Failed!,The error message is:{}" + e);
+            System.exit(0);
+        }
+    }
+    public static boolean judgeFileType(String filetype){
+        return fileTypeMap.containsKey(filetype);
     }
-
-    public static final int IF_PARAM_LENGTH = 3;
     /**
-     * 有此标识的字段为失效字段，不计入最终日志字段
+     * 默认的文件系统标识
      */
-    public static final String VISIBILITY = "disabled";
+    public static final String FILE_SYSTEM_TYPE = "hdfs";
+
     /**
      * 默认的切分符号
      */
     public static final String FORMAT_SPLITTER = ",";
-    /**
+
-     * 标识字段为日志字段还是schema指定字段
+    public static final String GTPC_FAMILY_NAME = "gtp";
-     */
+    public static final String RADIUS_FAMILY_NAME = "radius";
-    public static final String IS_JSON_KEY_TAG = "$.";
+    public static final String DEFAULT_RELATIONSHIP_MODULE = "vsys";
-    /**
+
-     * if函数连接分隔符
-     */
-    public static final String IF_CONDITION_SPLITTER = "=";
-    /**
-     * 默认的字符串解析编码
-     */
-    public static final String ENCODING = "UTF8";
 
     /**
      * Nacos
      */
-    public static final String NACOS_SERVER = FlowWriteConfigurations.getStringProperty(0, "nacos.server");
+    public static final String NACOS_SERVER = ConfigurationsUtils.getStringProperty(propService, "nacos.server");
-    public static final String NACOS_SCHEMA_NAMESPACE = FlowWriteConfigurations.getStringProperty(0, "nacos.schema.namespace");
+    public static final String NACOS_USERNAME = encryptor.decrypt(ConfigurationsUtils.getStringProperty(propDefault, "nacos.username"));
-    public static final String NACOS_COMMON_NAMESPACE = FlowWriteConfigurations.getStringProperty(0, "nacos.common.namespace");
+    public static final String NACOS_PIN = encryptor.decrypt(ConfigurationsUtils.getStringProperty(propDefault, "nacos.pin"));
-    public static final String NACOS_DATA_ID = FlowWriteConfigurations.getStringProperty(0, "nacos.data.id");
+    public static final Integer NACOS_CONNECTION_TIMEOUT = ConfigurationsUtils.getIntProperty(propDefault, "nacos.connection.timeout");
-    public static final String NACOS_PIN = FlowWriteConfigurations.getStringProperty(1, "nacos.pin");
+
-    public static final String NACOS_GROUP = FlowWriteConfigurations.getStringProperty(1, "nacos.group");
+    public static final String NACOS_SCHEMA_NAMESPACE = ConfigurationsUtils.getStringProperty(propService, "nacos.schema.namespace");
-    public static final String NACOS_USERNAME = FlowWriteConfigurations.getStringProperty(1, "nacos.username");
+    public static final String NACOS_SCHEMA_DATA_ID = ConfigurationsUtils.getStringProperty(propService, "nacos.schema.data.id");
+    public static final String NACOS_SCHEMA_GROUP = ConfigurationsUtils.getStringProperty(propDefault, "nacos.schema.group");
+
+    public static final String NACOS_PUBLIC_NAMESPACE = ConfigurationsUtils.getStringProperty(propDefault, "nacos.public.namespace");
+    public static final String NACOS_PUBLIC_GROUP = ConfigurationsUtils.getStringProperty(propDefault, "nacos.public.group");
+    public static final String NACOS_KNOWLEDGEBASE_DATA_ID = ConfigurationsUtils.getStringProperty(propDefault, "nacos.knowledgebase.data.id");
 
     /**
      * System config
      */
-    public static final Integer SOURCE_PARALLELISM = FlowWriteConfigurations.getIntProperty(0, "source.parallelism");
+    public static final Integer SOURCE_PARALLELISM = ConfigurationsUtils.getIntProperty(propService, "source.parallelism");
-    public static final Integer PERCENT_SINK_PARALLELISM = FlowWriteConfigurations.getIntProperty(0, "percent.sink.parallelism");
+    public static final Integer TRANSFORM_PARALLELISM = ConfigurationsUtils.getIntProperty(propService, "transform.parallelism");
-    public static final Integer FILE_DATA_SINK_PARALLELISM = FlowWriteConfigurations.getIntProperty(0, "file.data.sink.parallelism");
+    public static final Integer DATA_CENTER_ID_NUM = ConfigurationsUtils.getIntProperty(propService, "data.center.id.num");
-    public static final Integer TRANSFORM_PARALLELISM = FlowWriteConfigurations.getIntProperty(0, "transform.parallelism");
+    public static final Integer LOG_TRANSFORM_TYPE = ConfigurationsUtils.getIntProperty(propDefault, "log.transform.type");
-    public static final Integer DATA_CENTER_ID_NUM = FlowWriteConfigurations.getIntProperty(0, "data.center.id.num");
+    public static final String DATA_RELATIONSHIP_MODEL = ConfigurationsUtils.getStringProperty(propDefault, "data.relationship.model");
-    public static final Integer LOG_NEED_COMPLETE = FlowWriteConfigurations.getIntProperty(0, "log.need.complete");
+    public static final Integer BUFFER_TIMEOUT = ConfigurationsUtils.getIntProperty(propDefault, "buffer.timeout");
-    public static final String MAIL_DEFAULT_CHARSET = FlowWriteConfigurations.getStringProperty(1, "mail.default.charset");
+    public static final Integer DEAL_FILE_PARALLELISM = ConfigurationsUtils.getIntProperty(propService, "deal.file.parallelism");
-    public static final Integer LOG_TRANSFORM_TYPE = FlowWriteConfigurations.getIntProperty(1, "log.transform.type");
+    public static final Integer SINK_FILE_DATA_PARALLELISM = ConfigurationsUtils.getIntProperty(propService, "sink.file.data.parallelism");
-    public static final Integer BUFFER_TIMEOUT = FlowWriteConfigurations.getIntProperty(1, "buffer.timeout");
+    public static final Integer SINK_PERCENT_PARALLELISM = ConfigurationsUtils.getIntProperty(propService, "sink.percent.parallelism");
 
     /**
      * HBase
      */
-    public static final Integer HBASE_TICK_TUPLE_FREQ_SECS = FlowWriteConfigurations.getIntProperty(0, "hbase.tick.tuple.freq.secs");
+    public static final Integer HBASE_TICK_TUPLE_FREQ_SECS = ConfigurationsUtils.getIntProperty(propService, "hbase.tick.tuple.freq.secs");
-    public static final String HBASE_TABLE_NAME = FlowWriteConfigurations.getStringProperty(1, "hbase.table.name");
+    public static final Integer HBASE_GTPC_SCAN_MAX_ROWS = ConfigurationsUtils.getIntProperty(propDefault, "hbase.gtpc.scan.max.rows");
+    public static final Integer HBASE_RADIUS_SCAN_MAX_ROWS = ConfigurationsUtils.getIntProperty(propDefault, "hbase.radius.scan.max.rows");
+    public static final String HBASE_RADIUS_TABLE_NAME = ConfigurationsUtils.getStringProperty(propDefault, "hbase.radius.table.name");
+    public static final String HBASE_GTPC_TABLE_NAME = ConfigurationsUtils.getStringProperty(propDefault, "hbase.gtpc.table.name");
+    public static final String HBASE_RPC_TIMEOUT = ConfigurationsUtils.getStringProperty(propDefault, "hbase.rpc.timeout");
+
+    /**
+     * HDFS
+     */
+    public static final String HDFS_SERVERS = ConfigurationsUtils.getStringProperty(propService, "hdfs.servers");
+
+    /**
+     * HTTP
+     */
+    public static final Integer HTTP_POOL_MAX_CONNECTION = ConfigurationsUtils.getIntProperty(propDefault, "http.pool.max.connection");
+    public static final Integer HTTP_POOL_MAX_PER_ROUTE = ConfigurationsUtils.getIntProperty(propDefault, "http.pool.max.per.route");
+    public static final Integer HTTP_POOL_REQUEST_TIMEOUT = ConfigurationsUtils.getIntProperty(propDefault, "http.pool.request.timeout");
+    public static final Integer HTTP_POOL_CONNECT_TIMEOUT = ConfigurationsUtils.getIntProperty(propDefault, "http.pool.connect.timeout");
+    public static final Integer HTTP_SOCKET_TIMEOUT = ConfigurationsUtils.getIntProperty(propDefault, "http.socket.timeout");
 
     /**
      * kafka common
      */
-    public static final String KAFKA_SASL_JAAS_USER = encryptor.decrypt(FlowWriteConfigurations.getStringProperty(1, "kafka.user"));
+    public static final String KAFKA_SASL_JAAS_USER = encryptor.decrypt(ConfigurationsUtils.getStringProperty(propDefault, "kafka.user"));
-    public static final String KAFKA_SASL_JAAS_PIN = encryptor.decrypt(FlowWriteConfigurations.getStringProperty(1, "kafka.pin"));
+    public static final String KAFKA_SASL_JAAS_PIN = encryptor.decrypt(ConfigurationsUtils.getStringProperty(propDefault, "kafka.pin"));
-
-    public static final String PERCENT_KAFKA_TOPIC = FlowWriteConfigurations.getStringProperty(0, "percent.kafka.topic");
     /**
      * kafka source config
      */
-    public static final String SOURCE_KAFKA_TOPIC = FlowWriteConfigurations.getStringProperty(0, "source.kafka.topic");
+    public static final String SOURCE_KAFKA_TOPIC = ConfigurationsUtils.getStringProperty(propService, "source.kafka.topic");
-    public static final String GROUP_ID = FlowWriteConfigurations.getStringProperty(0, "group.id");
+    public static final String GROUP_ID = ConfigurationsUtils.getStringProperty(propService, "group.id");
-    public static final String SESSION_TIMEOUT_MS = FlowWriteConfigurations.getStringProperty(1, "session.timeout.ms");
+    public static final String SESSION_TIMEOUT_MS = ConfigurationsUtils.getStringProperty(propDefault, "session.timeout.ms");
-    public static final String MAX_POLL_RECORDS = FlowWriteConfigurations.getStringProperty(1, "max.poll.records");
+    public static final String MAX_POLL_RECORDS = ConfigurationsUtils.getStringProperty(propDefault, "max.poll.records");
-    public static final String MAX_PARTITION_FETCH_BYTES = FlowWriteConfigurations.getStringProperty(1, "max.partition.fetch.bytes");
+    public static final String MAX_PARTITION_FETCH_BYTES = ConfigurationsUtils.getStringProperty(propDefault, "max.partition.fetch.bytes");
 
     /**
      * kafka sink config
      */
 
-
+    public static final String PRODUCER_ACK = ConfigurationsUtils.getStringProperty(propDefault, "producer.ack");
-    public static final String FILE_DATA_SINK_KAFKA_TOPIC = FlowWriteConfigurations.getStringProperty(0, "file.data.kafka.topic");
+    public static final String PRODUCER_KAFKA_COMPRESSION_TYPE = ConfigurationsUtils.getStringProperty(propService, "producer.kafka.compression.type");
-    public static final String PRODUCER_ACK = FlowWriteConfigurations.getStringProperty(1, "producer.ack");
+    public static final String PERCENT_SINK_KAFKA_SERVERS = ConfigurationsUtils.getStringProperty(propService,"percent.sink.kafka.servers");
-    public static final String PRODUCER_KAFKA_COMPRESSION_TYPE = FlowWriteConfigurations.getStringProperty(0, "producer.kafka.compression.type");
+    public static final String SINK_FILE_DATA_KAFKA_SERVERS = ConfigurationsUtils.getStringProperty(propService,"sink.file.data.kafka.servers");
-    public static final String OUTPUT_KAFKA_TOPIC = FlowWriteConfigurations.getStringProperty(0, "output.kafka.topic");
+    public static final String SINK_PERCENT_KAFKA_TOPIC = ConfigurationsUtils.getStringProperty(propService, "sink.percent.kafka.topic");
-
+    public static final String SINK_FILE_DATA_SINK_KAFKA_TOPIC = ConfigurationsUtils.getStringProperty(propService, "sink.file.data.kafka.topic");
 
     /**
      * connection kafka
      */
-    public static final String RETRIES = FlowWriteConfigurations.getStringProperty(1, "retries");
+    public static final String RETRIES = ConfigurationsUtils.getStringProperty(propDefault, "retries");
-    public static final String LINGER_MS = FlowWriteConfigurations.getStringProperty(1, "linger.ms");
+    public static final String LINGER_MS = ConfigurationsUtils.getStringProperty(propDefault, "linger.ms");
-    public static final Integer REQUEST_TIMEOUT_MS = FlowWriteConfigurations.getIntProperty(1, "request.timeout.ms");
+    public static final Integer REQUEST_TIMEOUT_MS = ConfigurationsUtils.getIntProperty(propDefault, "request.timeout.ms");
-    public static final Integer BATCH_SIZE = FlowWriteConfigurations.getIntProperty(1, "batch.size");
+    public static final Integer BATCH_SIZE = ConfigurationsUtils.getIntProperty(propDefault, "batch.size");
-    public static final Integer BUFFER_MEMORY = FlowWriteConfigurations.getIntProperty(1, "buffer.memory");
+    public static final Integer BUFFER_MEMORY = ConfigurationsUtils.getIntProperty(propDefault, "buffer.memory");
-    public static final Integer MAX_REQUEST_SIZE = FlowWriteConfigurations.getIntProperty(1, "max.request.size");
+    public static final Integer MAX_REQUEST_SIZE = ConfigurationsUtils.getIntProperty(propDefault, "max.request.size");
-
-    /**
-     * http
-     */
-    public static final String APP_ID_HTTP = FlowWriteConfigurations.getStringProperty(1, "app.id.http");
-    public static final Integer APP_TICK_TUPLE_FREQ_SECS = FlowWriteConfigurations.getIntProperty(1, "app.tick.tuple.freq.secs");
 
     /**
      * common config
      */
-    /**
+    public static final String SOURCE_KAFKA_SERVERS = ConfigurationsUtils.getStringProperty(propService, "source.kafka.servers");;
-     * public static final String SOURCE_KAFKA_SERVERS = NacosConfig.getStringProperty("source.kafka.servers");
+    public static final String ZOOKEEPER_SERVERS = ConfigurationsUtils.getStringProperty(propService, "zookeeper.servers");
-     * public static final String SINK_KAFKA_SERVERS = NacosConfig.getStringProperty("sink.kafka.servers");
+    public static final String TOOLS_LIBRARY = ConfigurationsUtils.getStringProperty(propService, "tools.library");
-     * public static final String ZOOKEEPER_SERVERS = NacosConfig.getStringProperty("zookeeper.servers");
-     * public static final String TOOLS_LIBRARY = NacosConfig.getStringProperty("tools.library");
-     * public static final String HBASE_ZOOKEEPER_SERVERS = NacosConfig.getStringProperty("hbase.zookeeper.servers");
-     */
-    public static final String SOURCE_KAFKA_SERVERS = FlowWriteConfigurations.getStringProperty(0,"source.kafka.servers");
-    public static final String PERCENT_SINK_KAFKA_SERVERS = FlowWriteConfigurations.getStringProperty(0,"percent.sink.kafka.servers");
-    public static final String ZOOKEEPER_SERVERS = FlowWriteConfigurations.getStringProperty(0,"zookeeper.servers");
-    public static final String TOOLS_LIBRARY = FlowWriteConfigurations.getStringProperty(0,"tools.library");
-    public static final String HBASE_ZOOKEEPER_SERVERS = FlowWriteConfigurations.getStringProperty(0,"hbase.zookeeper.servers");
 
-    public static final String FILE_DATA_SINK_KAFKA_SERVERS = FlowWriteConfigurations.getStringProperty(0,"file.data.sink.kafka.servers");
     /**
-     * oos
+     * OOS config
      */
-    public static final String OOS_SERVERS = FlowWriteConfigurations.getStringProperty(0, "oos.servers");
+    public static final String OOS_SERVERS = ConfigurationsUtils.getStringProperty(propService, "oos.servers");
+
+    public static final String PROMETHEUS_PUSHGATEWAY_ADDRESS = ConfigurationsUtils.getStringProperty(propService, "prometheus.pushgateway.address");
+
+    public static final Integer PUSHGATEWAY_STATISTICS_TIME = ConfigurationsUtils.getIntProperty(propService, "pushgateway.statistics.time");
+    public static final Integer DEAL_FILE_STATISTICS_TIME = ConfigurationsUtils.getIntProperty(propService, "deal.file.statistics.time");
+
 }

src/main/java/com/zdjizhi/common/NacosConfig.java

@@ -1,107 +0,0 @@
-package com.zdjizhi.common;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.alibaba.nacos.api.NacosFactory;
-import com.alibaba.nacos.api.PropertyKeyConst;
-import com.alibaba.nacos.api.config.ConfigService;
-import com.alibaba.nacos.api.exception.NacosException;
-import com.zdjizhi.utils.StringUtil;
-import com.zdjizhi.utils.system.FlowWriteConfigurations;
-
-import java.io.IOException;
-import java.io.StringReader;
-import java.util.Properties;
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.common
- * @Description:
- * @date 2022/3/189:36
- */
-@Deprecated
-public class NacosConfig {
-    private static final Log logger = LogFactory.get();
-    private static Properties propCommon = new Properties();
-    private static Properties propNacos = new Properties();
-
-    private static NacosConfig nacosConfig;
-
-    private static void getInstance() {
-        nacosConfig = new NacosConfig();
-    }
-
-    /**
-     * 构造函数-新
-     */
-    private NacosConfig() {
-        //获取连接
-        getConnection();
-    }
-
-    /**
-     * 初始化Nacos配置列表
-     */
-    private static void getConnection() {
-        try {
-            propNacos.setProperty(PropertyKeyConst.SERVER_ADDR, FlowWriteConfig.NACOS_SERVER);
-            propNacos.setProperty(PropertyKeyConst.NAMESPACE, FlowWriteConfig.NACOS_COMMON_NAMESPACE);
-            propNacos.setProperty(PropertyKeyConst.USERNAME, FlowWriteConfig.NACOS_USERNAME);
-            propNacos.setProperty(PropertyKeyConst.PASSWORD, FlowWriteConfig.NACOS_PIN);
-            ConfigService configService = NacosFactory.createConfigService(propNacos);
-            String commonConfig = configService.getConfig("etl_connection_config.properties", FlowWriteConfig.NACOS_GROUP, 5000);
-            if (StringUtil.isNotBlank(commonConfig)) {
-                propCommon.load(new StringReader(commonConfig));
-            }
-        } catch (NacosException | IOException e) {
-            logger.error("Get topology run configuration error,The exception message is ：" + e.getMessage());
-        }
-    }
-
-    /**
-     * 获取String类型配置
-     *
-     * @param key config key
-     * @return value
-     */
-    public static String getStringProperty(String key) {
-
-        if (nacosConfig == null) {
-            getInstance();
-        }
-        return propCommon.getProperty(key);
-
-    }
-
-    /**
-     * 获取Integer类型配置
-     *
-     * @param key config key
-     * @return value
-     */
-    public static Integer getIntegerProperty(String key) {
-        if (nacosConfig == null) {
-            getInstance();
-        }
-
-        return Integer.parseInt(propCommon.getProperty(key));
-
-    }
-
-
-    /**
-     * 获取Long类型配置
-     *
-     * @param key config key
-     * @return value
-     */
-    public static Long getLongProperty(String key) {
-        if (nacosConfig == null) {
-            getInstance();
-        }
-
-        return Long.parseLong(propCommon.getProperty(key));
-
-    }
-
-}

src/main/java/com/zdjizhi/common/pojo/FileMeta.java

@@ -1,6 +1,7 @@
-package com.zdjizhi.bean;
+package com.zdjizhi.common.pojo;
 
-import com.alibaba.fastjson.JSONArray;
+
+import com.alibaba.fastjson2.JSONArray;
 
 public class FileMeta {
    private long common_log_id;

src/main/java/com/zdjizhi/common/pojo/KnowlegeBaseMeta.java

@@ -0,0 +1,75 @@
+package com.zdjizhi.common.pojo;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.common.pojo
+ * @Description:
+ * @date 2023/5/2011:18
+ */
+public class KnowlegeBaseMeta {
+    private String id;
+    private String name;
+    private String sha256;
+    private String format;
+    private String path;
+
+    public KnowlegeBaseMeta(String id, String name, String sha256, String format, String path) {
+        this.id = id;
+        this.name = name;
+        this.sha256 = sha256;
+        this.format = format;
+        this.path = path;
+    }
+
+    public String getId() {
+        return id;
+    }
+
+    public void setId(String id) {
+        this.id = id;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public String getSha256() {
+        return sha256;
+    }
+
+    public void setSha256(String sha256) {
+        this.sha256 = sha256;
+    }
+
+    public String getFormat() {
+        return format;
+    }
+
+    public void setFormat(String format) {
+        this.format = format;
+    }
+
+    public String getPath() {
+        return path;
+    }
+
+    public void setPath(String path) {
+        this.path = path;
+    }
+
+    @Override
+    public String toString() {
+        return "KnowlegeBaseMeta{" +
+                "id='" + id + '\'' +
+                ", name='" + name + '\'' +
+                ", sha256='" + sha256 + '\'' +
+                ", format='" + format + '\'' +
+                ", path='" + path + '\'' +
+                '}';
+    }
+}
+

src/main/java/com/zdjizhi/common/pojo/SourceList.java

@@ -1,4 +1,4 @@
-package com.zdjizhi.bean;
+package com.zdjizhi.common.pojo;
 
 public class SourceList {
     private String  destination_oss_path;

src/main/java/com/zdjizhi/operator/count/SendCountProcess.java

@@ -0,0 +1,97 @@
+package com.zdjizhi.operator.count;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import io.prometheus.client.CollectorRegistry;
+import io.prometheus.client.Gauge;
+import io.prometheus.client.exporter.PushGateway;
+import org.apache.flink.api.java.tuple.Tuple5;
+import org.apache.flink.configuration.Configuration;
+import org.apache.flink.streaming.api.functions.ProcessFunction;
+import org.apache.flink.util.Collector;
+
+import java.io.IOException;
+import java.util.Timer;
+import java.util.TimerTask;
+
+public class SendCountProcess extends ProcessFunction<Tuple5<Long, Long, Long, Long, Long>, String> {
+    private static final Log logger = LogFactory.get();
+    private long recordCount = 0L;
+    private long failedCount = 0L;
+    private long httpRequestCount = 0L;
+    private long httpResponseCount = 0L;
+    private long mailEmlCount = 0L;
+
+
+    static final Gauge recordCountsGauge = Gauge.build()
+            .name("recordCount").labelNames("ServerName", "Duration").help("The general intput log volume, the unit is slip").register();
+
+    static final Gauge failedCountGauge = Gauge.build()
+            .name("failedCount").labelNames("ServerName", "Duration").help("The general intput log volume, the unit is slip").register();
+
+    static final Gauge httpRequestCountGauge = Gauge.build()
+            .name("httpRequestCount").labelNames("ServerName", "Duration").help("The general intput log volume, the unit is slip").register();
+
+    static final Gauge httpResponseCountGauge = Gauge.build()
+            .name("httpResponseCount").labelNames("ServerName", "Duration").help("The general intput log volume, the unit is slip").register();
+    static final Gauge mailEmlCountCountGauge = Gauge.build()
+            .name("mailEmlCount").labelNames("ServerName", "Duration").help("The general intput log volume, the unit is slip").register();
+
+    @Override
+    public void open(Configuration parameters) {
+
+        Timer timer = new Timer();
+        //分钟级指标
+        timer.schedule(new TimerTask() {
+            @Override
+            public void run() {
+
+                if (recordCount > 0 || failedCount > 0 || httpRequestCount > 0 || httpResponseCount > 0 || mailEmlCount > 0) {
+                    recordCountsGauge.labels("recordCount", String.valueOf(FlowWriteConfig.PUSHGATEWAY_STATISTICS_TIME / 60)).set(recordCount);
+                    failedCountGauge.labels("failedCount", String.valueOf(FlowWriteConfig.PUSHGATEWAY_STATISTICS_TIME / 60)).set(failedCount);
+                    httpRequestCountGauge.labels("httpRequestCount", String.valueOf(FlowWriteConfig.PUSHGATEWAY_STATISTICS_TIME / 60)).set(httpRequestCount);
+                    httpResponseCountGauge.labels("httpResponseCount", String.valueOf(FlowWriteConfig.PUSHGATEWAY_STATISTICS_TIME / 60)).set(httpResponseCount);
+                    mailEmlCountCountGauge.labels("mailEmlCount", String.valueOf(FlowWriteConfig.PUSHGATEWAY_STATISTICS_TIME / 60)).set(mailEmlCount);
+                    try {
+                        //将指标推送至pushgateway
+                        push();
+                    } catch (IOException e) {
+                        e.printStackTrace();
+                    }
+                    recordCount = 0;
+                    failedCount = 0;
+                    httpRequestCount = 0;
+                    httpResponseCount = 0;
+                    mailEmlCount = 0;
+
+                }
+            }
+        }, 0, FlowWriteConfig.PUSHGATEWAY_STATISTICS_TIME * 1000);
+
+    }
+
+    @Override
+    public void processElement(Tuple5<Long, Long, Long, Long, Long> value, Context ctx, Collector<String> out) {
+        try {
+            recordCount = recordCount + value.f0;
+            failedCount = failedCount + value.f1;
+            httpRequestCount = httpRequestCount + value.f2;
+            httpResponseCount = httpResponseCount + value.f3;
+            mailEmlCount = mailEmlCount + value.f4;
+
+        } catch (Exception e) {
+            logger.error("统计指标处理失败，原因为" + e);
+        }
+    }
+
+
+    public void push() throws IOException {
+        CollectorRegistry registry = CollectorRegistry.defaultRegistry;
+        PushGateway pg = new PushGateway(FlowWriteConfig.PROMETHEUS_PUSHGATEWAY_ADDRESS);
+        pg.push(registry, FlowWriteConfig.SOURCE_KAFKA_TOPIC);
+    }
+}
+
+
+

src/main/java/com/zdjizhi/operator/filter/FilterNull.java

@@ -0,0 +1,15 @@
+package com.zdjizhi.operator.filter;
+
+import com.geedgenetworks.utils.StringUtil;
+import org.apache.flink.api.common.functions.FilterFunction;
+
+/**
+ * @author qidaijie
+ * @version 2021/5/27 15:01
+ */
+public class FilterNull implements FilterFunction<String> {
+    @Override
+    public boolean filter(String message) {
+        return StringUtil.isNotBlank(message);
+    }
+}

src/main/java/com/zdjizhi/operator/map/MapCompleted.java

@@ -0,0 +1,45 @@
+package com.zdjizhi.operator.map;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.fastjson2.JSONObject;
+import com.geedgenetworks.utils.IpLookupV2;
+import com.zdjizhi.tools.general.IpLookupUtils;
+import com.zdjizhi.tools.transform.TransForm;
+import com.zdjizhi.tools.json.MetaUtil;
+import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.configuration.Configuration;
+import org.apache.flink.streaming.api.functions.ProcessFunction;
+import org.apache.flink.streaming.api.functions.co.BroadcastProcessFunction;
+import org.apache.flink.util.Collector;
+
+import java.util.Map;
+
+
+/**
+ * @author qidaijie
+ * @version 2021/5/27 15:01
+ */
+public class MapCompleted extends ProcessFunction<String,com.alibaba.fastjson2.JSONObject> {
+    private static final Log logger = LogFactory.get();
+
+    @Override
+    public void open(Configuration parameters) throws Exception {
+        super.open(parameters);
+    }
+
+
+    @Override
+    public void processElement(String message, ProcessFunction<String, com.alibaba.fastjson2.JSONObject>.Context ctx, Collector<com.alibaba.fastjson2.JSONObject> out) throws Exception {
+        try {
+            JSONObject jsonObject = JSONObject.parseObject(message);
+            jsonObject.put("common_ingestion_time", ctx.timestamp() / 1000);
+
+            MetaUtil.dropJsonField(jsonObject);
+            TransForm.transformLog(jsonObject);
+            out.collect(jsonObject);
+        } catch (RuntimeException e) {
+            logger.error("TransForm log failed ( The field type is not verified ),The exception is :{}\n The error Message is:{}", e, message);
+        }
+    }
+}

src/main/java/com/zdjizhi/operator/map/TypeMapCompleted.java

@@ -0,0 +1,40 @@
+package com.zdjizhi.operator.map;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.fastjson2.JSONObject;
+import com.zdjizhi.tools.json.MetaUtil;
+import com.zdjizhi.tools.transform.TransForm;
+import org.apache.flink.configuration.Configuration;
+import org.apache.flink.streaming.api.functions.ProcessFunction;
+import org.apache.flink.util.Collector;
+
+
+
+/**
+ * @author qidaijie
+ * @version 2021/5/27 15:01
+ */
+public class TypeMapCompleted extends ProcessFunction<String, JSONObject> {
+    private static final Log logger = LogFactory.get();
+
+    @Override
+    public void open(Configuration parameters) throws Exception {
+        super.open(parameters);
+    }
+
+    @Override
+    public void processElement(String message, ProcessFunction<String, JSONObject>.Context ctx, Collector<JSONObject> out) throws Exception {
+        try {
+            JSONObject jsonObject = JSONObject.parseObject(message);
+            jsonObject.put("common_ingestion_time", ctx.timestamp() / 1000);
+
+            TransForm.transformLog(jsonObject);
+            MetaUtil.typeTransform(jsonObject);
+            out.collect(jsonObject);
+        } catch (RuntimeException e) {
+            logger.error("TransForm logs failed( The field type is verified ),The exception is :{}\n The error Message is:{}", e, message);
+        }
+    }
+
+}

src/main/java/com/zdjizhi/operator/process/DealFileProcessFunction.java

@@ -1,32 +1,37 @@
-package com.zdjizhi.utils.functions;
+package com.zdjizhi.operator.process;
 
 
 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;
-import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson2.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONObject;
-import com.zdjizhi.bean.FileMeta;
+import com.geedgenetworks.utils.StringUtil;
-import com.zdjizhi.bean.SourceList;
+import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.JsonMapper;
+import com.zdjizhi.common.pojo.FileMeta;
-import com.zdjizhi.utils.StringUtil;
+import com.zdjizhi.common.pojo.SourceList;
-import com.zdjizhi.utils.general.FileEdit;
+import com.zdjizhi.tools.general.FileEdit;
-
+import org.apache.flink.api.java.tuple.Tuple5;
+import org.apache.flink.configuration.Configuration;
 import org.apache.flink.streaming.api.functions.ProcessFunction;
 import org.apache.flink.util.Collector;
 import org.apache.flink.util.OutputTag;
 
-import java.util.Map;
+import java.util.Timer;
+import java.util.TimerTask;
 
 
 /**
  * @author wangchengcheng
  * @Package com.zdjizhi.utils.functions
  * @Description:
- * @date 2021/10/14
+ * @date 2023/0928
  */
-public class DealFileProcessFunction extends ProcessFunction<Map<String, Object>, String> {
+public class DealFileProcessFunction extends ProcessFunction<JSONObject, String> {
     private static final Log logger = LogFactory.get();
 
+    public static final OutputTag<Tuple5<Long, Long, Long, Long, Long>> dealFileMetircTag = new OutputTag<Tuple5<Long, Long, Long, Long, Long>>("DealFileMetircTag") {
+    };
+
     private String rpUrlValue;
     private String rqUrlValue;
     private String emailUrlValue;
@@ -42,71 +47,108 @@ public class DealFileProcessFunction extends ProcessFunction<Map<String, Object>
     private String domain = null;
     private String schemaType = null;
 
+    private long recordCount = 0L;
+    private long failedCount = 0L;
+    private long httpRequestCount = 0L;
+    private long httpResponseCount = 0L;
+    private long mailEmlCount = 0L;
+    private boolean metricSendFlag = true;
+
 
     //初始化侧输流的标记
     public static OutputTag<String> metaToKafa = new OutputTag<String>("metaToKafka") {
     };
 
+    @Override
+    public void open(Configuration parameters) throws Exception {
+        super.open(parameters);
+        Timer timer = new Timer();
+        //注册定时器
+        timer.schedule(new TimerTask() {
+            @Override
+            public void run() {
+                if (!metricSendFlag) {
+                    metricSendFlag = true;
+                }
+            }
+        }, 0, FlowWriteConfig.DEAL_FILE_STATISTICS_TIME * 1000);
+
+    }
+
     @SuppressWarnings("unchecked")
     @Override
-    public void processElement(Map<String, Object> message, Context context, Collector<String> collector) throws Exception {
+    public void processElement(JSONObject message, Context context, Collector<String> collector) throws Exception {
         try {
+            //定时向下游推送指标
+            if (metricSendFlag) {
+                metricSendFlag = false;
+                if (recordCount > 0 || failedCount > 0 || httpRequestCount > 0 || httpResponseCount > 0 || mailEmlCount > 0) {
+                    context.output(dealFileMetircTag, Tuple5.of(recordCount, failedCount, httpRequestCount, httpResponseCount, mailEmlCount));
+                    recordCount = 0L;
+                    failedCount = 0L;
+                    httpRequestCount = 0;
+                    httpResponseCount = 0;
+                    mailEmlCount = 0L;
+                }
+            }
+            recordCount++;
             if (message.size() > 0) {
-
                 rpUrlValue = (String) message.get("http_response_body");
                 rqUrlValue = (String) message.get("http_request_body");
                 emailUrlValue = (String) message.get("mail_eml_file");
-
                 if (StringUtil.isNotBlank(rpUrlValue) || StringUtil.isNotBlank(rqUrlValue) || StringUtil.isNotBlank(emailUrlValue)) {
-                    cfgId = (long) message.getOrDefault("common_policy_id",0L);
+                    cfgId = (long) message.getOrDefault("common_policy_id", 0L);
                     sIp = (String) message.get("common_client_ip");
                     sPort = (int) message.get("common_client_port");
                     dIp = (String) message.get("common_server_ip");
                     dPort = (int) message.get("common_server_port");
                     foundTime = (long) message.get("common_recv_time");
                     schemaType = (String) message.get("common_schema_type");
-                    domain = (String)message.getOrDefault("http_domain","");
+                    domain = (String) message.getOrDefault("common_server_domain", "");
-                    account = (String)message.getOrDefault("common_subscribe_id","");
+                    account = (String) message.getOrDefault("common_subscribe_id", "");
-
                     FileMeta fileMeta = new FileMeta();
                     JSONArray jsonarray = new JSONArray();
                     if (StringUtil.isNotBlank(rqUrlValue)) {
-                        System.out.println(rqUrlValue);
+                        String fileId = FileEdit.getFileId(rqUrlValue, "_1");
-                        String fileId = FileEdit.getFileId(rqUrlValue,"_1");
                         message.put("http_request_body", FileEdit.getFileDownloadUrl(fileId));
                         SourceList request = new SourceList();
                         request.setSource_oss_path(rqUrlValue);
-                        request.setDestination_oss_path(FileEdit.getFileUploadUrl(cfgId,  sIp, sPort, dIp, dPort, foundTime, account, domain, rqUrlValue, schemaType, fileId));
+                        request.setDestination_oss_path(FileEdit.getFileUploadUrl(cfgId, sIp, sPort, dIp, dPort, foundTime, account, domain, rqUrlValue, schemaType, fileId));
                         jsonarray.add(request);
+                        httpRequestCount++;
                     }
                     if (StringUtil.isNotBlank(rpUrlValue)) {
-                        String fileId = FileEdit.getFileId(rpUrlValue,"_2");
+
+                        String fileId = FileEdit.getFileId(rpUrlValue, "_2");
                         message.put("http_response_body", FileEdit.getFileDownloadUrl(fileId));
                         SourceList response = new SourceList();
                         response.setSource_oss_path(rpUrlValue);
                         response.setDestination_oss_path(FileEdit.getFileUploadUrl(cfgId, sIp, sPort, dIp, dPort, foundTime, account, domain, rpUrlValue, schemaType, fileId));
                         jsonarray.add(response);
+                        httpResponseCount++;
                     }
                     if (StringUtil.isNotBlank(emailUrlValue)) {
-                        String fileId = FileEdit.getFileId(emailUrlValue,"_9");
+                        String fileId = FileEdit.getFileId(emailUrlValue, "_9");
                         message.put("mail_eml_file", FileEdit.getFileDownloadUrl(fileId));
                         SourceList emailFile = new SourceList();
                         emailFile.setSource_oss_path(emailUrlValue);
                         emailFile.setDestination_oss_path(FileEdit.getFileUploadUrl(cfgId, sIp, sPort, dIp, dPort, foundTime, account, domain, emailUrlValue, schemaType, fileId));
                         jsonarray.add(emailFile);
+                        mailEmlCount++;
                     }
                     fileMeta.setSource_list(jsonarray);
                     fileMeta.setCommon_log_id((long) message.get("common_log_id"));
                     fileMeta.setCommon_recv_time(Integer.parseInt(message.get("common_recv_time").toString()));
                     fileMeta.setCommon_schema_type((String) message.get("common_schema_type"));
                     fileMeta.setProcessing_time((int) (System.currentTimeMillis() / 1000));
-
                     context.output(metaToKafa, JSONObject.toJSONString(fileMeta));
                 }
-                collector.collect(JsonMapper.toJsonString(message));
+                collector.collect(JSONObject.toJSONString(message));
+
             }
         } catch (RuntimeException e) {
             logger.error("处理带有非结构结构化字段的日志出错:" + e + "\n" + message);
+            failedCount++;
         }
     }
 }

src/main/java/com/zdjizhi/tools/connections/hadoop/HadoopUtils.java

@@ -0,0 +1,130 @@
+package com.zdjizhi.tools.connections.hadoop;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.geedgenetworks.utils.StringUtil;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FSDataInputStream;
+import org.apache.hadoop.fs.FSDataOutputStream;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+
+import java.io.IOException;
+
+/**
+ * @author qidaijie
+ * @version 2022/11/2 17:57
+ */
+public class HadoopUtils {
+    private static final Log logger = LogFactory.get();
+
+    private static HadoopUtils hadoopUtils;
+
+    private static FileSystem fileSystem;
+
+    private static void getInstance() {
+        hadoopUtils = new HadoopUtils();
+    }
+
+    /**
+     * 构造函数
+     */
+    private HadoopUtils() {
+        //获取连接
+        getConnection();
+    }
+
+    private static void getConnection() {
+        Configuration configuration = new Configuration();
+        try {
+            //指定用户
+            System.setProperty("HADOOP_USER_NAME", "etl");
+            //配置hdfs相关信息
+            configuration.set("fs.defaultFS", "hdfs://ns1");
+            configuration.set("hadoop.proxyuser.root.hosts", "*");
+            configuration.set("hadoop.proxyuser.root.groups", "*");
+            configuration.set("dfs.nameservices", "ns1");
+            configuration.set("dfs.ha.namenodes.ns1", "nn1,nn2");
+            String[] servers = StringUtil.split(FlowWriteConfig.HDFS_SERVERS, FlowWriteConfig.FORMAT_SPLITTER);
+            configuration.set("dfs.namenode.rpc-address.ns1.nn1", servers[0]);
+            configuration.set("dfs.namenode.rpc-address.ns1.nn2", servers[1]);
+            configuration.set("dfs.client.failover.proxy.provider.ns1", "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider");
+            //创建fileSystem,用于连接hdfs
+            fileSystem = FileSystem.get(configuration);
+        } catch (IOException | RuntimeException e) {
+            logger.error("Failed to create HDFS connection. message is: " + e.getMessage());
+            e.printStackTrace();
+        }
+    }
+
+//    /**
+//     * 创建hdfs连接
+//     */
+//    static {
+//        if (FlowWriteConfig.FILE_SYSTEM_TYPE.equals(FlowWriteConfig.KNOWLEDGEBASE_FILE_STORAGE_TYPE)) {
+//            Configuration configuration = new Configuration();
+//            try {
+//                //指定用户
+//                System.setProperty("HADOOP_USER_NAME", "etl");
+//                //配置hdfs相关信息
+//                configuration.set("fs.defaultFS", "hdfs://ns1");
+//                configuration.set("hadoop.proxyuser.root.hosts", "*");
+//                configuration.set("hadoop.proxyuser.root.groups", "*");
+//                configuration.set("dfs.nameservices", "ns1");
+//                configuration.set("dfs.ha.namenodes.ns1", "nn1,nn2");
+//                String[] servers = StringUtil.split(FlowWriteConfig.HDFS_SERVERS, FlowWriteConfig.FORMAT_SPLITTER);
+//                configuration.set("dfs.namenode.rpc-address.ns1.nn1", servers[0]);
+//                configuration.set("dfs.namenode.rpc-address.ns1.nn2", servers[1]);
+//                configuration.set("dfs.client.failover.proxy.provider.ns1", "org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider");
+//                //创建fileSystem,用于连接hdfs
+//                fileSystem = FileSystem.get(configuration);
+//            } catch (IOException | RuntimeException e) {
+//                logger.error("Failed to create HDFS connection. message is: " + e.getMessage());
+//                e.printStackTrace();
+//            }
+//        }
+//    }
+
+    /**
+     * 下载HDFS文件
+     *
+     * @param filePath 文件路径
+     * @return 文件
+     */
+    public static byte[] downloadFileByBytes(String filePath) {
+        if (hadoopUtils == null) {
+            getInstance();
+        }
+
+        try (FSDataInputStream open = fileSystem.open(new Path(filePath))) {
+            byte[] bytes = new byte[open.available()];
+            open.read(0, bytes, 0, open.available());
+            return bytes;
+        } catch (IOException e) {
+            logger.error("An I/O exception when files are download from HDFS. Message is :" + e.getMessage());
+        }
+        return null;
+    }
+
+    /**
+     * 更新文件到HDFS
+     *
+     * @param filePath 文件路径
+     * @param bytes    文件
+     */
+    public static void uploadFileByBytes(String filePath, byte[] bytes) {
+        if (hadoopUtils == null) {
+            getInstance();
+        }
+        try (FSDataOutputStream fsDataOutputStream = fileSystem.create(new Path(filePath), true)) {
+            fsDataOutputStream.write(bytes);
+//            fsDataOutputStream.flush();
+        } catch (RuntimeException e) {
+            logger.error("Uploading files to the HDFS is abnormal. Message is :" + e.getMessage());
+        } catch (IOException e) {
+            logger.error("An I/O exception when files are uploaded to HDFS. Message is :" + e.getMessage());
+        }
+    }
+}
+

src/main/java/com/zdjizhi/tools/connections/hbase/GtpCRelation.java

@@ -0,0 +1,192 @@
+package com.zdjizhi.tools.connections.hbase;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.geedgenetworks.utils.StringUtil;
+import org.apache.hadoop.hbase.TableName;
+import org.apache.hadoop.hbase.client.*;
+import org.apache.hadoop.hbase.util.Bytes;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * @author qidaijie
+ * @version 2022/7/1510:12
+ */
+class GtpCRelation {
+    private static final Log logger = LogFactory.get();
+
+    /**
+     * 获取全量的GTpc数据
+     */
+    static void getAllGtpCRelation(Connection connection, Map<String, HashMap<String, Object>> gtpcMap) {
+        long begin = System.currentTimeMillis();
+        ResultScanner scanner = null;
+        try {
+            Table table = connection.getTable(TableName.valueOf(FlowWriteConfig.HBASE_GTPC_TABLE_NAME));
+            Scan scan = new Scan();
+            if (FlowWriteConfig.HBASE_GTPC_SCAN_MAX_ROWS > 0) {
+                scan.setLimit(FlowWriteConfig.HBASE_GTPC_SCAN_MAX_ROWS);
+            }
+            scanner = table.getScanner(scan);
+            for (Result result : scanner) {
+                int acctStatusType = GtpCRelation.getMsgType(result);
+                if (acctStatusType == 1) {
+                    String upLinkTeid = HBaseUtils.getTeid(result, "uplink_teid");
+                    String downLinkTeid = HBaseUtils.getTeid(result, "downlink_teid");
+                    String phoneNumber = HBaseUtils.getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "phone_number").trim();
+                    String imsi = HBaseUtils.getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "imsi").trim();
+                    String imei = HBaseUtils.getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "imei").trim();
+                    Long lastUpdateTime = HBaseUtils.getLong(result, FlowWriteConfig.GTPC_FAMILY_NAME, "last_update_time");
+
+                    HashMap<String, Object> buildUserData = buildUserData(phoneNumber, imsi, imei, lastUpdateTime);
+
+                    if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+                        String vsysId = HBaseUtils.getVsysId(result).trim();
+                        updateCache(gtpcMap, upLinkTeid+vsysId, buildUserData, lastUpdateTime);
+                        updateCache(gtpcMap, downLinkTeid+vsysId, buildUserData, lastUpdateTime);
+                    } else {
+                        updateCache(gtpcMap, upLinkTeid, buildUserData, lastUpdateTime);
+                        updateCache(gtpcMap, downLinkTeid, buildUserData, lastUpdateTime);
+                    }
+                }
+            }
+            logger.warn("The obtain the number of GTP-C relationships : " + gtpcMap.size());
+            logger.warn("The time spent to obtain GTP-C relationships : " + (System.currentTimeMillis() - begin) + "ms");
+        } catch (IOException | RuntimeException e) {
+            logger.error("The relationship between USER and TEID obtained from HBase is abnormal! message is :" + e);
+        } finally {
+            if (scanner != null) {
+                scanner.close();
+            }
+        }
+    }
+
+
+    /**
+     * 增量更新GTP-C关系
+     *
+     * @param connection HBase连接
+     * @param gtpcMap    gtp-c关系缓存
+     * @param startTime  开始时间
+     * @param endTime    结束时间
+     */
+    static void upgradeGtpCRelation(Connection connection, Map<String, HashMap<String, Object>> gtpcMap, Long startTime, Long endTime) {
+        Long begin = System.currentTimeMillis();
+        Table table = null;
+        ResultScanner scanner = null;
+        Scan scan = new Scan();
+        try {
+            table = connection.getTable(TableName.valueOf(FlowWriteConfig.HBASE_GTPC_TABLE_NAME));
+            scan.setTimeRange(startTime, endTime);
+            if (FlowWriteConfig.HBASE_GTPC_SCAN_MAX_ROWS > 0) {
+                scan.setLimit(FlowWriteConfig.HBASE_GTPC_SCAN_MAX_ROWS);
+            }
+            scanner = table.getScanner(scan);
+            for (Result result : scanner) {
+                int acctStatusType = GtpCRelation.getMsgType(result);
+                String upLinkTeid = HBaseUtils.getTeid(result, "uplink_teid");
+                String downLinkTeid = HBaseUtils.getTeid(result, "downlink_teid");
+                if (acctStatusType == 1) {
+                    String phoneNumber = HBaseUtils.getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "phone_number").trim();
+                    String imsi = HBaseUtils.getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "imsi").trim();
+                    String imei = HBaseUtils.getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "imei").trim();
+                    Long lastUpdateTime = HBaseUtils.getLong(result, FlowWriteConfig.GTPC_FAMILY_NAME, "last_update_time");
+
+                    HashMap<String, Object> buildUserData = buildUserData(phoneNumber, imsi, imei, lastUpdateTime);
+
+                    if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+                        String vsysId = HBaseUtils.getVsysId(result).trim();
+                        updateCache(gtpcMap, upLinkTeid+vsysId, buildUserData, lastUpdateTime);
+                        updateCache(gtpcMap, downLinkTeid+vsysId, buildUserData, lastUpdateTime);
+                    } else {
+                        updateCache(gtpcMap, upLinkTeid, buildUserData, lastUpdateTime);
+                        updateCache(gtpcMap, downLinkTeid, buildUserData, lastUpdateTime);
+                    }
+
+                } else if (acctStatusType == 2) {
+                    if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+                        String vsysId = HBaseUtils.getVsysId(result).trim();
+                        gtpcMap.remove(upLinkTeid+vsysId);
+                        gtpcMap.remove(downLinkTeid+vsysId);
+                    } else {
+                        gtpcMap.remove(upLinkTeid);
+                        gtpcMap.remove(downLinkTeid);
+                    }
+                }
+            }
+            Long end = System.currentTimeMillis();
+            logger.warn("The current number of GTPC relationships is: " + gtpcMap.keySet().size());
+            logger.warn("The time used to update the GTPC relationship is: " + (end - begin) + "ms");
+        } catch (IOException | RuntimeException e) {
+            logger.error("GTPC relationship update exception, the content is:" + e);
+        } finally {
+            if (scanner != null) {
+                scanner.close();
+            }
+            if (table != null) {
+                try {
+                    table.close();
+                } catch (IOException e) {
+                    logger.error("HBase Table Close ERROR! Exception message is:" + e);
+                }
+            }
+        }
+    }
+
+    /**
+     * 获取当前用户上下线状态信息
+     *
+     * @param result HBase内获取的数据
+     * @return onff_type 状态 1-上线 2-下线
+     */
+    private static int getMsgType(Result result) {
+        boolean hasType = result.containsColumn(Bytes.toBytes(FlowWriteConfig.GTPC_FAMILY_NAME), Bytes.toBytes("msg_type"));
+        if (hasType) {
+            return Bytes.toInt(result.getValue(Bytes.toBytes(FlowWriteConfig.GTPC_FAMILY_NAME), Bytes.toBytes("msg_type")));
+        } else {
+            return 0;
+        }
+    }
+
+    /**
+     * 构建用户信息
+     *
+     * @param phoneNumber 手机号
+     * @param imsi        用户标识
+     * @param imei        设备标识
+     * @return 用户信息
+     */
+    private static HashMap<String, Object> buildUserData(String phoneNumber, String imsi, String imei, Long lastUpdateTime) {
+        HashMap<String, Object> tmpMap = new HashMap<>(4);
+        tmpMap.put("common_phone_number", phoneNumber);
+        tmpMap.put("common_imsi", imsi);
+        tmpMap.put("common_imei", imei);
+        tmpMap.put("last_update_time", lastUpdateTime);
+        return tmpMap;
+    }
+
+    /**
+     * 判断缓存与新获取的数据时间戳大小，若大于缓存内记录的时间戳；则更新缓存
+     *
+     * @param gtpcMap        缓存集合
+     * @param key            上下行teid
+     * @param userData       获取HBase内的用户信息
+     * @param lastUpdateTime 该用户信息最后更新时间
+     */
+    private static void updateCache(Map<String, HashMap<String, Object>> gtpcMap, String key, HashMap<String, Object> userData, Long lastUpdateTime) {
+        if (StringUtil.isNotBlank(key)){
+            if (gtpcMap.containsKey(key)) {
+                Long oldUpdateTime = Long.parseLong(gtpcMap.get(key).get("last_update_time").toString());
+                if (lastUpdateTime > oldUpdateTime) {
+                    gtpcMap.put(key, userData);
+                }
+            } else {
+                gtpcMap.put(key, userData);
+            }
+        }
+    }
+}

src/main/java/com/zdjizhi/tools/connections/hbase/HBaseUtils.java

@@ -0,0 +1,216 @@
+package com.zdjizhi.tools.connections.hbase;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.geedgenetworks.utils.StringUtil;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hbase.HBaseConfiguration;
+import org.apache.hadoop.hbase.client.*;
+import org.apache.hadoop.hbase.util.Bytes;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ScheduledThreadPoolExecutor;
+import java.util.concurrent.TimeUnit;
+
+/**
+ * HBase 工具类
+ *
+ * @author qidaijie
+ */
+
+public class HBaseUtils {
+    private static final Log logger = LogFactory.get();
+    private static Map<String, String> radiusMap = new ConcurrentHashMap<>(16);
+    private static Map<String, HashMap<String, Object>> gtpcMap = new ConcurrentHashMap<>(16);
+    private static Connection connection;
+    private static Long time;
+
+    private static HBaseUtils hBaseUtils;
+
+    private static void getInstance() {
+        hBaseUtils = new HBaseUtils();
+    }
+
+
+    /**
+     * 构造函数-新
+     */
+    private HBaseUtils() {
+        //获取连接
+        getConnection();
+        //拉取所有
+        RadiusRelation.getAllRadiusRelation(connection, radiusMap);
+        GtpCRelation.getAllGtpCRelation(connection, gtpcMap);
+        //定时更新
+        updateCache();
+
+    }
+
+    private static void getConnection() {
+        try {
+            Configuration configuration = HBaseConfiguration.create();
+            configuration.set("hbase.zookeeper.quorum", FlowWriteConfig.ZOOKEEPER_SERVERS);
+            configuration.set("hbase.client.retries.number", "1");
+            configuration.set("hbase.client.pause", "100");
+            configuration.set("hbase.rpc.timeout", FlowWriteConfig.HBASE_RPC_TIMEOUT);
+            configuration.set("zookeeper.recovery.retry", "1");
+            configuration.set("zookeeper.recovery.retry.intervalmill", "200");
+            connection = ConnectionFactory.createConnection(configuration);
+            time = System.currentTimeMillis();
+            logger.warn("HBaseUtils get HBase connection,now to getAll().");
+        } catch (IOException ioe) {
+            logger.error("HBaseUtils getHbaseConn() IOException===>{" + ioe + "}<===");
+        } catch (RuntimeException e) {
+            logger.error("HBaseUtils getHbaseConn() Exception===>{" + e + "}<===");
+        }
+    }
+
+    /**
+     * 获取HBase内String类型的值
+     *
+     * @param result     结果集
+     * @param familyName 列族名称
+     * @param columnName 列名称
+     * @return 结果数据
+     */
+    static String getString(Result result, String familyName, String columnName) {
+        byte[] familyBytes = Bytes.toBytes(familyName);
+        byte[] columnBytes = Bytes.toBytes(columnName);
+        boolean contains = result.containsColumn(familyBytes, columnBytes);
+        if (contains) {
+            String data = Bytes.toString(result.getValue(familyBytes, columnBytes)).trim();
+            if (StringUtil.isNotBlank(data)) {
+                return data;
+            }
+        }
+
+        return "";
+    }
+
+    /**
+     * 获取HBase内String类型的值
+     *
+     * @param result     结果集
+     * @param columnName 列名称
+     * @return 结果数据
+     */
+    static Long getLong(Result result, String familyName, String columnName) {
+        byte[] familyBytes = Bytes.toBytes(familyName);
+        byte[] columnBytes = Bytes.toBytes(columnName);
+        boolean contains = result.containsColumn(familyBytes, columnBytes);
+        if (contains) {
+            return Bytes.toLong(result.getValue(familyBytes, columnBytes));
+        }
+        return 0L;
+    }
+
+    /**
+     * 获取HBase内String类型的值
+     *
+     * @param result     结果集
+     * @param columnName 列名称
+     * @return 结果数据
+     */
+    static String getTeid(Result result, String columnName) {
+        byte[] familyBytes = Bytes.toBytes(FlowWriteConfig.GTPC_FAMILY_NAME);
+        byte[] columnBytes = Bytes.toBytes(columnName);
+        boolean contains = result.containsColumn(familyBytes, columnBytes);
+        if (contains) {
+            String data = String.valueOf(Bytes.toLong(result.getValue(familyBytes, columnBytes))).trim();
+            if (StringUtil.isNotBlank(data)) {
+                return data;
+            }
+        }
+        return "0";
+    }
+
+
+    /**
+     * 获取HBase内String类型的值
+     *
+     * @param result 结果集
+     * @return 结果数据
+     */
+    static String getVsysId(Result result) {
+        byte[] familyBytes = Bytes.toBytes("common");
+        byte[] columnBytes = Bytes.toBytes("vsys_id");
+        boolean contains = result.containsColumn(familyBytes, columnBytes);
+        if (contains) {
+            String data = String.valueOf(Bytes.toInt(result.getValue(familyBytes, columnBytes))).trim();
+            if (StringUtil.isNotBlank(data)) {
+                return data;
+            }
+        }
+        return "1";
+    }
+
+    /**
+     * 更新变量
+     */
+    private static void change() {
+        if (hBaseUtils == null) {
+            getInstance();
+        }
+        long nowTime = System.currentTimeMillis();
+        RadiusRelation.upgradeRadiusRelation(connection, radiusMap, time - 1000, nowTime + 500);
+        GtpCRelation.upgradeGtpCRelation(connection, gtpcMap, time - 1000, nowTime + 500);
+        time = nowTime;
+    }
+
+    /**
+     * 验证定时器,每隔一段时间验证一次-验证获取新的Cookie
+     */
+    private void updateCache() {
+        ScheduledExecutorService executorService = new ScheduledThreadPoolExecutor(1);
+        executorService.scheduleAtFixedRate(new Runnable() {
+            @Override
+            public void run() {
+                try {
+                    if (FlowWriteConfig.HBASE_TICK_TUPLE_FREQ_SECS != 0) {
+                        change();
+                    }
+                } catch (RuntimeException e) {
+                    logger.error("HBaseUtils update hbaseCache is error===>{" + e + "}<===");
+                }
+            }
+        }, 1, FlowWriteConfig.HBASE_TICK_TUPLE_FREQ_SECS, TimeUnit.SECONDS);
+    }
+
+    /**
+     * 获取Radius account
+     *
+     * @param clientIp client_ip
+     * @return account
+     */
+    public static String getAccount(String clientIp) {
+        if (FlowWriteConfig.HBASE_TICK_TUPLE_FREQ_SECS != 0) {
+            if (hBaseUtils == null) {
+                getInstance();
+            }
+            return radiusMap.getOrDefault(clientIp, "");
+        }
+        return "";
+    }
+
+
+    /**
+     * 获取GTPC用户信息
+     *
+     * @param teid TEID
+     * @return account
+     */
+    public static HashMap<String, Object> getGtpData(String teid) {
+        if (FlowWriteConfig.HBASE_TICK_TUPLE_FREQ_SECS != 0) {
+            if (hBaseUtils == null) {
+                getInstance();
+            }
+            return gtpcMap.get(teid);
+        }
+        return null;
+    }
+}

src/main/java/com/zdjizhi/tools/connections/hbase/RadiusRelation.java

@@ -0,0 +1,130 @@
+package com.zdjizhi.tools.connections.hbase;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import org.apache.hadoop.hbase.TableName;
+import org.apache.hadoop.hbase.client.*;
+import org.apache.hadoop.hbase.util.Bytes;
+
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * @author qidaijie
+ * @version 2022/7/1510:12
+ */
+class RadiusRelation {
+    private static final Log logger = LogFactory.get();
+
+    /**
+     * 获取全量的Radius数据
+     */
+    static void getAllRadiusRelation(Connection connection, Map<String, String> radiusMap) {
+        long begin = System.currentTimeMillis();
+        ResultScanner scanner = null;
+        try {
+            Table table = connection.getTable(TableName.valueOf(FlowWriteConfig.HBASE_RADIUS_TABLE_NAME));
+            Scan scan = new Scan();
+            if (FlowWriteConfig.HBASE_RADIUS_SCAN_MAX_ROWS > 0) {
+                scan.setLimit(FlowWriteConfig.HBASE_RADIUS_SCAN_MAX_ROWS);
+            }
+            scanner = table.getScanner(scan);
+            for (Result result : scanner) {
+                int acctStatusType = RadiusRelation.getAcctStatusType(result);
+                String framedIp = HBaseUtils.getString(result, FlowWriteConfig.RADIUS_FAMILY_NAME, "framed_ip").trim();
+                String account = HBaseUtils.getString(result, FlowWriteConfig.RADIUS_FAMILY_NAME, "account").trim();
+                if (acctStatusType == 1) {
+                    if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+                        String vsysId = HBaseUtils.getVsysId(result).trim();
+                        radiusMap.put(framedIp + vsysId, account);
+                    } else {
+                        radiusMap.put(framedIp, account);
+                    }
+                }
+            }
+            logger.warn("The obtain the number of RADIUS relationships : " + radiusMap.size());
+            logger.warn("The time spent to obtain radius relationships : " + (System.currentTimeMillis() - begin) + "ms");
+        } catch (IOException | RuntimeException e) {
+            logger.error("The relationship between framedIP and account obtained from HBase is abnormal! message is :" + e);
+        } finally {
+            if (scanner != null) {
+                scanner.close();
+            }
+        }
+    }
+
+    /**
+     * 增量更新Radius关系
+     *
+     * @param connection HBase连接
+     * @param radiusMap  radius关系缓存
+     * @param startTime  开始时间
+     * @param endTime    结束时间
+     */
+    static void upgradeRadiusRelation(Connection connection, Map<String, String> radiusMap, Long startTime, Long endTime) {
+        Long begin = System.currentTimeMillis();
+        Table table = null;
+        ResultScanner scanner = null;
+        Scan scan = new Scan();
+        try {
+            table = connection.getTable(TableName.valueOf(FlowWriteConfig.HBASE_RADIUS_TABLE_NAME));
+            scan.setTimeRange(startTime, endTime);
+            if (FlowWriteConfig.HBASE_RADIUS_SCAN_MAX_ROWS > 0) {
+                scan.setLimit(FlowWriteConfig.HBASE_RADIUS_SCAN_MAX_ROWS);
+            }
+            scanner = table.getScanner(scan);
+            for (Result result : scanner) {
+                int acctStatusType = RadiusRelation.getAcctStatusType(result);
+                String framedIp = HBaseUtils.getString(result, FlowWriteConfig.RADIUS_FAMILY_NAME, "framed_ip").trim();
+                String account = HBaseUtils.getString(result, FlowWriteConfig.RADIUS_FAMILY_NAME, "account").trim();
+                if (acctStatusType == 1) {
+                    if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+                        String vsysId = HBaseUtils.getVsysId(result).trim();
+                        radiusMap.put(framedIp + vsysId, account);
+                    } else {
+                        radiusMap.put(framedIp, account);
+                    }
+                } else if (acctStatusType == 2) {
+                    if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+                        String vsysId = HBaseUtils.getVsysId(result).trim();
+                        radiusMap.remove(framedIp + vsysId);
+                    } else {
+                        radiusMap.remove(framedIp);
+                    }
+                }
+            }
+            Long end = System.currentTimeMillis();
+            logger.warn("The current number of Radius relationships is: " + radiusMap.keySet().size());
+            logger.warn("The time used to update the Radius relationship is: " + (end - begin) + "ms");
+        } catch (IOException | RuntimeException e) {
+            logger.error("Radius relationship update exception, the content is:" + e);
+        } finally {
+            if (scanner != null) {
+                scanner.close();
+            }
+            if (table != null) {
+                try {
+                    table.close();
+                } catch (IOException e) {
+                    logger.error("HBase Table Close ERROR! Exception message is:" + e);
+                }
+            }
+        }
+    }
+
+    /**
+     * 获取当前用户上下线状态信息
+     *
+     * @param result HBase内获取的数据
+     * @return 状态 1-上线 2-下线
+     */
+    private static int getAcctStatusType(Result result) {
+        boolean hasType = result.containsColumn(Bytes.toBytes(FlowWriteConfig.RADIUS_FAMILY_NAME), Bytes.toBytes("acct_status_type"));
+        if (hasType) {
+            return Bytes.toInt(result.getValue(Bytes.toBytes(FlowWriteConfig.RADIUS_FAMILY_NAME), Bytes.toBytes("acct_status_type")));
+        } else {
+            return 1;
+        }
+    }
+}

src/main/java/com/zdjizhi/tools/connections/http/HttpClientService.java

@@ -0,0 +1,257 @@
+package com.zdjizhi.tools.connections.http;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.zdjizhi.tools.exception.FlowWriteException;
+import com.geedgenetworks.utils.StringUtil;
+import org.apache.commons.io.IOUtils;
+import org.apache.http.*;
+import org.apache.http.client.ClientProtocolException;
+import org.apache.http.client.HttpRequestRetryHandler;
+import org.apache.http.client.config.RequestConfig;
+import org.apache.http.client.methods.*;
+import org.apache.http.client.protocol.HttpClientContext;
+import org.apache.http.config.Registry;
+import org.apache.http.config.RegistryBuilder;
+import org.apache.http.conn.ConnectTimeoutException;
+import org.apache.http.conn.ConnectionKeepAliveStrategy;
+import org.apache.http.conn.socket.ConnectionSocketFactory;
+import org.apache.http.conn.socket.PlainConnectionSocketFactory;
+import org.apache.http.conn.ssl.NoopHostnameVerifier;
+import org.apache.http.conn.ssl.SSLConnectionSocketFactory;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.impl.conn.PoolingHttpClientConnectionManager;
+import org.apache.http.message.BasicHeaderElementIterator;
+import org.apache.http.protocol.HTTP;
+import org.apache.http.util.EntityUtils;
+
+import javax.net.ssl.*;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InterruptedIOException;
+import java.net.*;
+import java.security.KeyManagementException;
+import java.security.NoSuchAlgorithmException;
+import java.security.cert.X509Certificate;
+
+public class HttpClientService {
+
+    private static final Log log = LogFactory.get();
+
+    /**
+     * 在调用SSL之前需要重写验证方法，取消检测SSL
+     * 创建ConnectionManager，添加Connection配置信息
+     *
+     * @return HttpClient 支持https
+     */
+    private PoolingHttpClientConnectionManager getSslClientManager() {
+        try {
+            // 在调用SSL之前需要重写验证方法，取消检测SSL
+            X509TrustManager trustManager = new X509TrustManager() {
+                @Override
+                public X509Certificate[] getAcceptedIssuers() {
+                    return null;
+                }
+
+                @Override
+                public void checkClientTrusted(X509Certificate[] xcs, String str) {
+                }
+
+                @Override
+                public void checkServerTrusted(X509Certificate[] xcs, String str) {
+                }
+            };
+            SSLContext ctx = SSLContext.getInstance(SSLConnectionSocketFactory.TLS);
+            ctx.init(null, new TrustManager[]{trustManager}, null);
+            SSLConnectionSocketFactory socketFactory = new SSLConnectionSocketFactory(ctx, NoopHostnameVerifier.INSTANCE);
+            Registry<ConnectionSocketFactory> socketFactoryRegistry = RegistryBuilder.<ConnectionSocketFactory>create()
+                    .register("http", PlainConnectionSocketFactory.INSTANCE)
+                    .register("https", socketFactory).build();
+            // 创建ConnectionManager，添加Connection配置信息
+            PoolingHttpClientConnectionManager connManager = new PoolingHttpClientConnectionManager(socketFactoryRegistry);
+            // 设置最大连接数
+            connManager.setMaxTotal(FlowWriteConfig.HTTP_POOL_MAX_CONNECTION);
+            // 设置每个连接的路由数
+            connManager.setDefaultMaxPerRoute(FlowWriteConfig.HTTP_POOL_MAX_PER_ROUTE);
+            return connManager;
+        } catch (KeyManagementException | NoSuchAlgorithmException e) {
+            throw new FlowWriteException(e.getMessage());
+        }
+    }
+
+    /**
+     * 获取Http客户端连接对象
+     *
+     * @param socketTimeOut 响应超时时间
+     * @return Http客户端连接对象
+     */
+    private CloseableHttpClient getHttpClient(int socketTimeOut) {
+        // 创建Http请求配置参数
+        RequestConfig requestConfig = RequestConfig.custom()
+                // 获取连接超时时间
+                .setConnectionRequestTimeout(FlowWriteConfig.HTTP_POOL_REQUEST_TIMEOUT)
+                // 请求超时时间
+                .setConnectTimeout(FlowWriteConfig.HTTP_POOL_CONNECT_TIMEOUT)
+                // 响应超时时间
+                .setSocketTimeout(socketTimeOut)
+                .build();
+
+        /**
+         * 测出超时重试机制为了防止超时不生效而设置
+         *  如果直接放回false,不重试
+         *  这里会根据情况进行判断是否重试
+         */
+        HttpRequestRetryHandler retry = (exception, executionCount, context) -> {
+            if (executionCount >= 3) {// 如果已经重试了3次，就放弃
+                return false;
+            }
+            if (exception instanceof NoHttpResponseException) {// 如果服务器丢掉了连接，那么就重试
+                return true;
+            }
+            if (exception instanceof SSLHandshakeException) {// 不要重试SSL握手异常
+                return false;
+            }
+            if (exception instanceof SocketTimeoutException) {
+                if (exception.getMessage().contains("Read timed out")) {
+                    return false;
+                }
+            }
+            if (exception instanceof UnknownHostException) {// 目标服务器不可达
+                return false;
+            }
+            if (exception instanceof ConnectTimeoutException) {// 连接被拒绝
+                return false;
+            }
+            if (exception instanceof SSLException) {// ssl握手异常
+                return false;
+            }
+            if (exception instanceof InterruptedIOException) {// 超时
+                return true;
+            }
+
+
+            HttpClientContext clientContext = HttpClientContext.adapt(context);
+            HttpRequest request = clientContext.getRequest();
+            // 如果请求是幂等的，就再次尝试
+            if (!(request instanceof HttpEntityEnclosingRequest)) {
+                return true;
+            }
+            return false;
+        };
+
+
+        ConnectionKeepAliveStrategy myStrategy = (response, context) -> {
+            HeaderElementIterator it = new BasicHeaderElementIterator
+                    (response.headerIterator(HTTP.CONN_KEEP_ALIVE));
+            while (it.hasNext()) {
+                HeaderElement he = it.nextElement();
+                String param = he.getName();
+                String value = he.getValue();
+                if (value != null && param.equalsIgnoreCase("timeout")) {
+                    return Long.parseLong(value) * 1000;
+                }
+            }
+            return 60 * 1000;//如果没有约定，则默认定义时长为60s
+        };
+
+        // 创建httpClient
+        return HttpClients.custom()
+                // 把请求相关的超时信息设置到连接客户端
+                .setDefaultRequestConfig(requestConfig)
+                // 把请求重试设置到连接客户端
+                .setRetryHandler(retry)
+                .setKeepAliveStrategy(myStrategy)
+                // 配置连接池管理对象
+                .setConnectionManager(getSslClientManager())
+                .build();
+    }
+
+    public InputStream httpGetInputStream(String url, int socketTimeout, Header... headers) {
+        InputStream result = null;
+        // 获取客户端连接对象
+        CloseableHttpClient httpClient = getHttpClient(socketTimeout);
+        // 创建GET请求对象
+        HttpGet httpGet = new HttpGet(url);
+        if (StringUtil.isNotEmpty(headers)) {
+            for (Header h : headers) {
+                httpGet.addHeader(h);
+            }
+        }
+        CloseableHttpResponse response = null;
+
+        try {
+            // 执行请求
+            response = httpClient.execute(httpGet);
+            // 获取响应实体
+            result = IOUtils.toBufferedInputStream(response.getEntity().getContent());
+            // 获取响应信息
+            EntityUtils.consume(response.getEntity());
+        } catch (ClientProtocolException e) {
+            log.error("current file: {},Protocol error:{}", url, e.getMessage());
+
+        } catch (ParseException e) {
+            log.error("current file: {}, Parser error:{}", url, e.getMessage());
+
+        } catch (IOException e) {
+            log.error("current file: {},IO error:{}", url, e.getMessage());
+
+        } finally {
+            if (null != response) {
+                try {
+                    EntityUtils.consume(response.getEntity());
+                    response.close();
+                } catch (IOException e) {
+                    log.error("Release Connection error:{}", e.getMessage());
+
+                }
+            }
+            return result;
+        }
+    }
+
+
+    public byte[] httpGetByte(String url, int socketTimeout, Header... headers) {
+        byte[] result = null;
+        // 获取客户端连接对象
+        CloseableHttpClient httpClient = getHttpClient(socketTimeout);
+        // 创建GET请求对象
+        HttpGet httpGet = new HttpGet(url);
+        if (StringUtil.isNotEmpty(headers)) {
+            for (Header h : headers) {
+                httpGet.addHeader(h);
+            }
+        }
+        CloseableHttpResponse response = null;
+
+        try {
+            // 执行请求
+            response = httpClient.execute(httpGet);
+            // 获取响应实体
+            result = IOUtils.toByteArray(response.getEntity().getContent());
+            // 获取响应信息
+            EntityUtils.consume(response.getEntity());
+        } catch (ClientProtocolException e) {
+            log.error("current file: {},Protocol error:{}", url, e.getMessage());
+
+        } catch (ParseException e) {
+            log.error("current file: {}, Parser error:{}", url, e.getMessage());
+
+        } catch (IOException e) {
+            log.error("current file: {},IO error:{}", url, e.getMessage());
+
+        } finally {
+            if (null != response) {
+                try {
+                    EntityUtils.consume(response.getEntity());
+                    response.close();
+                } catch (IOException e) {
+                    log.error("Release Connection error:{}", e.getMessage());
+
+                }
+            }
+            return result;
+        }
+    }
+}

src/main/java/com/zdjizhi/tools/connections/kafka/CertUtils.java

@@ -1,4 +1,4 @@
-package com.zdjizhi.utils.kafka;
+package com.zdjizhi.tools.connections.kafka;
 
 import com.zdjizhi.common.FlowWriteConfig;
 import org.apache.kafka.common.config.SslConfigs;
@@ -7,9 +7,7 @@ import java.util.Properties;
 
 /**
  * @author qidaijie
- * @Package com.zdjizhi.utils.kafka
+ * @version 2021/9/610:37
- * @Description:
- * @date 2021/9/610:37
  */
 class CertUtils {
     /**

src/main/java/com/zdjizhi/tools/connections/kafka/KafkaConsumer.java

@@ -1,25 +1,15 @@
-package com.zdjizhi.utils.kafka;
+package com.zdjizhi.tools.connections.kafka;
 
 import com.zdjizhi.common.FlowWriteConfig;
 import org.apache.flink.api.common.serialization.SimpleStringSchema;
-import org.apache.flink.api.common.serialization.TypeInformationSerializationSchema;
-import org.apache.flink.api.common.typeinfo.BasicTypeInfo;
-import org.apache.flink.api.common.typeutils.base.StringSerializer;
-import org.apache.flink.connector.kafka.source.KafkaSource;
-import org.apache.flink.connector.kafka.source.enumerator.initializer.OffsetsInitializer;
-import org.apache.flink.connector.kafka.source.reader.deserializer.KafkaRecordDeserializationSchema;
 import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer;
-import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase;
 
 
-import java.util.Map;
 import java.util.Properties;
 
 /**
  * @author qidaijie
- * @Package com.zdjizhi.utils.kafka
+ * @version 2021/6/813:54
- * @Description:
- * @date 2021/6/813:54
  */
 public class KafkaConsumer {
     private static Properties createConsumerConfig() {
@@ -35,25 +25,6 @@ public class KafkaConsumer {
         return properties;
     }
 
-    /**
-     * 用户序列化kafka数据，增加 kafka Timestamp内容。
-     *
-     * @return kafka logs -> map
-     */
-    @SuppressWarnings("unchecked")
-    public static FlinkKafkaConsumer<Map<String, Object>> myDeserializationConsumer() {
-        FlinkKafkaConsumer<Map<String, Object>> kafkaConsumer = new FlinkKafkaConsumer<>(FlowWriteConfig.SOURCE_KAFKA_TOPIC,
-                new TimestampDeserializationSchema(), createConsumerConfig());
-
-        //随着checkpoint提交，将offset提交到kafka
-        kafkaConsumer.setCommitOffsetsOnCheckpoints(true);
-
-        //从消费组当前的offset开始消费
-        kafkaConsumer.setStartFromGroupOffsets();
-
-        return kafkaConsumer;
-    }
-
     /**
      * 官方序列化kafka数据
      *

src/main/java/com/zdjizhi/tools/connections/kafka/KafkaProducer.java

@@ -0,0 +1,58 @@
+package com.zdjizhi.tools.connections.kafka;
+
+import com.zdjizhi.common.FlowWriteConfig;
+import org.apache.flink.api.common.serialization.SimpleStringSchema;
+import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer;
+
+import java.util.Optional;
+import java.util.Properties;
+
+/**
+ * @author qidaijie
+ * @version 2021/6/814:04
+ */
+public class KafkaProducer {
+
+    private static Properties createProducerConfig(String kafkaServers) {
+        Properties properties = new Properties();
+        properties.put("bootstrap.servers", kafkaServers);
+        properties.put("acks", FlowWriteConfig.PRODUCER_ACK);
+        properties.put("retries", FlowWriteConfig.RETRIES);
+        properties.put("linger.ms", FlowWriteConfig.LINGER_MS);
+        properties.put("request.timeout.ms", FlowWriteConfig.REQUEST_TIMEOUT_MS);
+        properties.put("batch.size", FlowWriteConfig.BATCH_SIZE);
+        properties.put("buffer.memory", FlowWriteConfig.BUFFER_MEMORY);
+        properties.put("max.request.size", FlowWriteConfig.MAX_REQUEST_SIZE);
+        properties.put("compression.type", FlowWriteConfig.PRODUCER_KAFKA_COMPRESSION_TYPE);
+
+        CertUtils.chooseCert(kafkaServers, properties);
+
+        return properties;
+    }
+
+    public static FlinkKafkaProducer<String> getPercentKafkaProducer() {
+        FlinkKafkaProducer<String> kafkaProducer = new FlinkKafkaProducer<String>(
+                FlowWriteConfig.SINK_PERCENT_KAFKA_TOPIC,
+                new SimpleStringSchema(),
+                createProducerConfig(FlowWriteConfig.PERCENT_SINK_KAFKA_SERVERS), Optional.empty());
+
+
+        //允许producer记录失败日志而不是捕获和抛出它们
+        kafkaProducer.setLogFailuresOnly(true);
+
+        return kafkaProducer;
+    }
+
+
+    public static FlinkKafkaProducer<String> getTrafficFileMetaKafkaProducer() {
+        FlinkKafkaProducer<String> kafkaProducer = new FlinkKafkaProducer<String>(
+                FlowWriteConfig.SINK_FILE_DATA_SINK_KAFKA_TOPIC,
+                new SimpleStringSchema(),
+                createProducerConfig(FlowWriteConfig.SINK_FILE_DATA_KAFKA_SERVERS), Optional.empty());
+
+        //允许producer记录失败日志而不是捕获和抛出它们
+        kafkaProducer.setLogFailuresOnly(true);
+
+        return kafkaProducer;
+    }
+}

src/main/java/com/zdjizhi/tools/connections/nacos/NacosConnection.java

@@ -0,0 +1,53 @@
+package com.zdjizhi.tools.connections.nacos;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.nacos.api.NacosFactory;
+import com.alibaba.nacos.api.PropertyKeyConst;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.exception.NacosException;
+import com.zdjizhi.common.FlowWriteConfig;
+
+import java.util.Properties;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.tools.connections.nacos
+ * @Description:
+ * @date 2023/7/2714:49
+ */
+public class NacosConnection {
+    private static final Log logger = LogFactory.get();
+
+    private ConfigService configService;
+
+
+    public ConfigService getSchemaService() {
+        Properties properties = new Properties();
+        properties.setProperty(PropertyKeyConst.SERVER_ADDR, FlowWriteConfig.NACOS_SERVER);
+        properties.setProperty(PropertyKeyConst.NAMESPACE, FlowWriteConfig.NACOS_SCHEMA_NAMESPACE);
+        properties.setProperty(PropertyKeyConst.USERNAME, FlowWriteConfig.NACOS_USERNAME);
+        properties.setProperty(PropertyKeyConst.PASSWORD, FlowWriteConfig.NACOS_PIN);
+        try {
+            configService = NacosFactory.createConfigService(properties);
+        } catch (NacosException e) {
+            logger.error("NacosException:{}", e);
+        }
+        return configService;
+    }
+
+
+    public ConfigService getPublicService() {
+        Properties properties = new Properties();
+        properties.setProperty(PropertyKeyConst.SERVER_ADDR, FlowWriteConfig.NACOS_SERVER);
+        properties.setProperty(PropertyKeyConst.NAMESPACE, FlowWriteConfig.NACOS_PUBLIC_NAMESPACE);
+        properties.setProperty(PropertyKeyConst.USERNAME, FlowWriteConfig.NACOS_USERNAME);
+        properties.setProperty(PropertyKeyConst.PASSWORD, FlowWriteConfig.NACOS_PIN);
+        try {
+            configService = NacosFactory.createConfigService(properties);
+        } catch (NacosException e) {
+            logger.error("NacosException:{}", e);
+        }
+        return configService;
+    }
+}

src/main/java/com/zdjizhi/tools/connections/zookeeper/DistributedLock.java

@@ -1,4 +1,4 @@
-package com.zdjizhi.utils.zookeeper;
+package com.zdjizhi.tools.connections.zookeeper;
 
 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;

src/main/java/com/zdjizhi/tools/connections/zookeeper/ZookeeperUtils.java

@@ -1,4 +1,4 @@
-package com.zdjizhi.utils.zookeeper;
+package com.zdjizhi.tools.connections.zookeeper;
 
 import cn.hutool.core.util.StrUtil;
 import cn.hutool.log.Log;
@@ -13,9 +13,7 @@ import java.util.concurrent.CountDownLatch;
 
 /**
  * @author qidaijie
- * @Package cn.ac.iie.utils.zookeeper
+ * @version 2020/11/1411:28
- * @Description:
- * @date 2020/11/1411:28
  */
 public class ZookeeperUtils implements Watcher {
     private static final Log logger = LogFactory.get();

src/main/java/com/zdjizhi/tools/exception/FlowWriteException.java

@@ -1,10 +1,8 @@
-package com.zdjizhi.utils.exception;
+package com.zdjizhi.tools.exception;
 
 /**
  * @author qidaijie
- * @Package com.zdjizhi.storm.utils.execption
+ * @version 2021/3/2 59:42
- * @Description:
- * @date 2021/3/259:42
  */
 public class FlowWriteException extends RuntimeException {
 

src/main/java/com/zdjizhi/tools/general/ConfigurationsUtils.java

@@ -0,0 +1,41 @@
+package com.zdjizhi.tools.general;
+
+import java.util.Properties;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.common
+ * @Description:
+ * @date 2023/7/2714:22
+ */
+public class ConfigurationsUtils {
+
+    public static String getStringProperty(Properties properties, String key) {
+        if (!properties.isEmpty() && properties.containsKey(key)) {
+            return properties.getProperty(key).trim();
+        }
+        return "";
+    }
+
+    public static Integer getIntProperty(Properties properties, String key) {
+        if (!properties.isEmpty() && properties.containsKey(key)) {
+            return Integer.parseInt(properties.getProperty(key).trim());
+        }
+        return 0;
+    }
+
+    public static Long getLongProperty(Properties properties, String key) {
+        if (!properties.isEmpty() && properties.containsKey(key)) {
+            return Long.parseLong(properties.getProperty(key).trim());
+        }
+        return 0L;
+    }
+
+    public static Boolean getBooleanProperty(Properties properties, String key) {
+        if (!properties.isEmpty() && properties.containsKey(key)) {
+            return Boolean.parseBoolean(properties.getProperty(key).trim());
+        }
+        return false;
+    }
+
+}

src/main/java/com/zdjizhi/tools/general/FileEdit.java

@@ -1,9 +1,9 @@
-package com.zdjizhi.utils.general;
+package com.zdjizhi.tools.general;
 
 import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.ordinary.MD5Utils;
+import com.zdjizhi.tools.ordinary.MD5Utils;
 
-import static com.zdjizhi.utils.system.FlowWriteConfigurations.judgeFileType;
+import static com.zdjizhi.common.FlowWriteConfig.judgeFileType;
 
 
 /**

src/main/java/com/zdjizhi/tools/general/IpLookupUtils.java

@@ -0,0 +1,199 @@
+package com.zdjizhi.tools.general;
+
+import cn.hutool.crypto.digest.DigestUtil;
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.fastjson2.*;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.config.listener.Listener;
+import com.alibaba.nacos.api.exception.NacosException;
+import com.geedgenetworks.utils.IpLookupV2;
+import com.geedgenetworks.utils.StringUtil;
+import com.google.common.base.Joiner;
+import com.zdjizhi.common.CommonConfig;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.zdjizhi.common.pojo.KnowlegeBaseMeta;
+import com.zdjizhi.tools.connections.http.HttpClientService;
+import com.zdjizhi.tools.connections.nacos.NacosConnection;
+
+import java.io.ByteArrayInputStream;
+import java.util.HashMap;
+import java.util.concurrent.Executor;
+
+/**
+ * @author qidaijie
+ * @version 2022/11/16 15:23
+ */
+public class IpLookupUtils {
+    private static final Log logger = LogFactory.get();
+    private static final String ipv4BuiltInName = "ip_v4_built_in.mmdb";
+    private static final String ipv6BuiltInName = "ip_v6_built_in.mmdb";
+    private static final String ipv4UserDefinedName = "ip_v4_user_defined.mmdb";
+    private static final String ipv6UserDefinedName = "ip_v6_user_defined.mmdb";
+    private static final String asnV4Name = "asn_v4.mmdb";
+    private static final String asnV6Name = "asn_v6.mmdb";
+
+    /**
+     * ip定位库
+     */
+    private static IpLookupV2 ipLookup;
+
+    /**
+     * 定位库默认分隔符
+     */
+    private static final String LOCATION_SEPARATOR = ".";
+
+    /**
+     * 最大重试次数
+     */
+    private static final int TRY_TIMES = 5;
+
+    /**
+     * http connections
+     */
+    private static final HttpClientService httpClientService;
+
+    /**
+     * 定位库元数据缓存
+     */
+    private static final HashMap<String, KnowlegeBaseMeta> knowledgeMetaCache = new HashMap<>(16);
+
+    static {
+        JSONPath jsonPath = JSONPath.of(getFilterParameter());
+        httpClientService = new HttpClientService();
+
+        NacosConnection nacosConnection = new NacosConnection();
+        ConfigService schemaService = nacosConnection.getPublicService();
+        try {
+            String configInfo = schemaService.getConfigAndSignListener(FlowWriteConfig.NACOS_KNOWLEDGEBASE_DATA_ID, FlowWriteConfig.NACOS_PUBLIC_GROUP, FlowWriteConfig.NACOS_CONNECTION_TIMEOUT, new Listener() {
+                @Override
+                public Executor getExecutor() {
+                    return null;
+                }
+
+                @Override
+                public void receiveConfigInfo(String configInfo) {
+                    if (StringUtil.isNotBlank(configInfo)) {
+                        updateIpLookup(jsonPath, configInfo);
+                    }
+                }
+            });
+
+            if (StringUtil.isNotBlank(configInfo)) {
+                updateIpLookup(jsonPath, configInfo);
+            }
+        } catch (NacosException e) {
+            logger.error("Get Schema config from Nacos error,The exception message is :" + e.getMessage());
+        }
+    }
+
+    private static void updateIpLookup(JSONPath jsonPath, String configInfo) {
+        String extract = jsonPath.extract(JSONReader.of(configInfo)).toString();
+        if (StringUtil.isNotBlank(extract)) {
+            JSONArray jsonArray = JSON.parseArray(extract);
+            if (jsonArray.size() > 0) {
+                for (int i = 0; i < jsonArray.size(); i++) {
+                    KnowlegeBaseMeta knowlegeBaseMeta = JSONObject.parseObject(jsonArray.getString(i), KnowlegeBaseMeta.class);
+                    String fileName = Joiner.on(LOCATION_SEPARATOR).useForNull("").join(knowlegeBaseMeta.getName(), knowlegeBaseMeta.getFormat());
+                    knowledgeMetaCache.put(fileName, knowlegeBaseMeta);
+                }
+                reloadIpLookup();
+            }
+        }
+    }
+
+    /**
+     * 从HDFS下载文件更新IpLookup
+     *
+     * @return 更新后的IpLookup
+     */
+    public static void reloadIpLookup() {
+        int retryNum = 0;
+        IpLookupV2.Builder builder = new IpLookupV2.Builder(false);
+        for (String fileName : knowledgeMetaCache.keySet()) {
+            KnowlegeBaseMeta knowlegeBaseMeta = knowledgeMetaCache.get(fileName);
+            String metaSha256 = knowlegeBaseMeta.getSha256();
+            do {
+                byte[] httpGetByte = httpClientService.httpGetByte(knowlegeBaseMeta.getPath(), FlowWriteConfig.HTTP_SOCKET_TIMEOUT);
+                if (httpGetByte.length > 0) {
+                    String downloadFileSha256 = DigestUtil.sha256Hex(httpGetByte);
+                    if (metaSha256.equals(downloadFileSha256)) {
+                        ByteArrayInputStream inputStream = new ByteArrayInputStream(httpGetByte);
+                        switch (fileName) {
+                            case ipv4BuiltInName:
+                                builder.loadDataFileV4(inputStream);
+                                break;
+                            case ipv6BuiltInName:
+                                builder.loadDataFileV6(inputStream);
+                                break;
+                            case ipv4UserDefinedName:
+                                builder.loadDataFilePrivateV4(inputStream);
+                                break;
+                            case ipv6UserDefinedName:
+                                builder.loadDataFilePrivateV6(inputStream);
+                                break;
+                            case asnV4Name:
+                                builder.loadAsnDataFileV4(inputStream);
+                                break;
+                            case asnV6Name:
+                                builder.loadAsnDataFileV6(inputStream);
+                                break;
+                            default:
+                        }
+                        retryNum = TRY_TIMES;
+                    } else {
+                        logger.error("通过HOS下载{}的sha256为:{} ,Nacos内记录为:{} ,sha256不相等 开始第{}次重试下载文件", fileName, downloadFileSha256, metaSha256, retryNum);
+                        retryNum++;
+                    }
+                } else {
+                    logger.error("通过HOS下载{}的流为空 ,开始第{}次重试下载文件", fileName, retryNum);
+                    retryNum++;
+                }
+            } while (retryNum < TRY_TIMES);
+        }
+        ipLookup = builder.build();
+    }
+
+    /**
+     * 根据配置组合生成知识库元数据过滤参数
+     *
+     * @return 过滤参数
+     */
+    private static String getFilterParameter() {
+        String[] typeList = CommonConfig.KNOWLEDGEBASE_TYPE_LIST.split(",");
+        String[] nameList = CommonConfig.KNOWLEDGEBASE_NAME_LIST.split(",");
+        String expr = "[?(@.version=='latest')]";
+
+        if (typeList.length > 1) {
+            StringBuilder typeBuilder = new StringBuilder();
+            typeBuilder.append("[?(@.type in (");
+            for (int i = 0; i < typeList.length; i++) {
+                if (i == typeList.length - 1) {
+                    typeBuilder.append("'").append(typeList[i]).append("'))]");
+                } else {
+                    typeBuilder.append("'").append(typeList[i]).append("',");
+                }
+            }
+            expr = expr + typeBuilder;
+        }
+
+        if (nameList.length > 1) {
+            StringBuilder nameBuilder = new StringBuilder();
+            nameBuilder.append("[?(@.name in (");
+            for (int i = 0; i < nameList.length; i++) {
+                if (i == nameList.length - 1) {
+                    nameBuilder.append("'").append(nameList[i]).append("'))]");
+                } else {
+                    nameBuilder.append("'").append(nameList[i]).append("',");
+                }
+            }
+            expr = expr + nameBuilder;
+        }
+
+        return expr;
+    }
+
+    public static IpLookupV2 getIpLookup() {
+        return ipLookup;
+    }
+}

src/main/java/com/zdjizhi/tools/general/SnowflakeId.java

@@ -1,10 +1,10 @@
-package com.zdjizhi.utils.general;
+package com.zdjizhi.tools.general;
 
 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;
 import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.zookeeper.DistributedLock;
+import com.zdjizhi.tools.connections.zookeeper.DistributedLock;
-import com.zdjizhi.utils.zookeeper.ZookeeperUtils;
+import com.zdjizhi.tools.connections.zookeeper.ZookeeperUtils;
 
 /**
  * 雪花算法
@@ -25,7 +25,7 @@ public class SnowflakeId {
     /**
      * 开始时间截 (2020-11-14 00:00:00) max 17years
      */
-    private final long twepoch = 1605283200000L;
+    private final long twepoch = 1693274481297L;
 
     /**
      * 机器id所占的位数

src/main/java/com/zdjizhi/tools/json/DataTypeCheck.java

@@ -0,0 +1,114 @@
+package com.zdjizhi.tools.json;
+
+
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
+import com.zdjizhi.tools.exception.FlowWriteException;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.tools.json
+ * @Description:
+ * @date 2023/5/2014:58
+ */
+class DataTypeCheck {
+
+    /**
+     * 根据Schema指定的字段类型，对原始日志类型不一致的数据进行转换。
+     *
+     * @param jsonObject 原始日志json
+     * @param fieldName  需要转换类型的字段名
+     * @param fieldValue 需要转换类型的值
+     * @param fieldType  schema指定的类型
+     * @throws RuntimeException 抛出转换类型异常
+     */
+    static void typeConverter(JSONObject jsonObject, String fieldName, Object fieldValue, String fieldType) throws RuntimeException {
+        switch (fieldType) {
+            case "String":
+                jsonObject.put(fieldName, fieldValue.toString());
+                break;
+            case "Integer":
+                jsonObject.put(fieldName, castToInt(fieldValue));
+                break;
+            case "long":
+                jsonObject.put(fieldName, castToLong(fieldValue));
+                break;
+            case "List":
+                jsonObject.put(fieldName, JSONArray.parseArray(fieldValue.toString()));
+                break;
+            case "Map":
+                jsonObject.put(fieldName, JSONObject.parseObject(fieldValue.toString()));
+                break;
+            case "double":
+                jsonObject.put(fieldName, castToDouble(fieldValue));
+                break;
+            default:
+
+        }
+    }
+
+    /**
+     * Integer 类型判断方法
+     *
+     * @param value json value
+     * @return Integer value or null
+     */
+    private static Integer castToInt(Object value) {
+        if (value instanceof Integer) {
+            return (Integer) value;
+        }
+
+        if (value instanceof Number) {
+            return ((Number) value).intValue();
+        }
+
+        if (value instanceof String) {
+            String strVal = value.toString();
+            return Integer.parseInt(strVal);
+        }
+
+        throw new FlowWriteException("can not cast to int, value : " + value);
+    }
+
+    /**
+     * Long类型判断方法
+     *
+     * @param value json value
+     * @return (Long)value or null
+     */
+    private static Long castToLong(Object value) {
+        if (value == null) {
+            return null;
+        }
+
+        if (value instanceof Number) {
+            return ((Number) value).longValue();
+        }
+
+        if (value instanceof String) {
+            String strVal = (String) value;
+            return Long.parseLong(strVal);
+        }
+
+        throw new FlowWriteException("can not cast to long, value : " + value);
+    }
+
+    /**
+     * Double类型判断方法
+     *
+     * @param value json value
+     * @return double value or null
+     */
+    private static Double castToDouble(Object value) {
+        if (value instanceof Number) {
+            return ((Number) value).doubleValue();
+        }
+
+        if (value instanceof String) {
+            String strVal = (String) value;
+            return Double.parseDouble(strVal);
+        }
+
+        throw new FlowWriteException("can not cast to double, value : " + value);
+    }
+}

src/main/java/com/zdjizhi/tools/json/JsonPathUtil.java

@@ -0,0 +1,45 @@
+package com.zdjizhi.tools.json;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.fastjson2.JSONPath;
+import com.alibaba.fastjson2.JSONReader;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.tools.json
+ * @Description:
+ * @date 2023/5/1917:51
+ */
+public class JsonPathUtil {
+    private static final Log logger = LogFactory.get();
+
+    private static Map<String, JSONPath> jsonPathMap = new ConcurrentHashMap<>(16);
+
+    /**
+     * 根据表达式使用JsonPath解析数据
+     *
+     * @param message json
+     * @param expr    解析表达式
+     * @return 解析结果
+     */
+    public static Object analysis(String message, String expr) {
+        Object flattenResult = "";
+        try {
+            JSONReader parser = JSONReader.of(message);
+            if (jsonPathMap.containsKey(expr)) {
+                flattenResult = jsonPathMap.get(expr).extract(parser);
+            } else {
+                JSONPath jsonPath = JSONPath.of(expr);
+                jsonPathMap.put(expr, jsonPath);
+                flattenResult = jsonPath.extract(parser);
+            }
+        } catch (ClassCastException | ArrayIndexOutOfBoundsException e) {
+            logger.error("The label resolution exception or [expr] analytic expression error" + e.getMessage());
+        }
+        return flattenResult;
+    }
+}

src/main/java/com/zdjizhi/tools/json/MetaUtil.java

@@ -0,0 +1,301 @@
+package com.zdjizhi.tools.json;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.config.listener.Listener;
+import com.alibaba.nacos.api.exception.NacosException;
+import com.geedgenetworks.utils.StringUtil;
+import com.zdjizhi.common.CommonConfig;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.zdjizhi.tools.connections.nacos.NacosConnection;
+
+import java.util.*;
+import java.util.concurrent.Executor;
+
+
+/**
+ * 使用FastJson解析json的工具类
+ *
+ * @author qidaijie
+ */
+public class MetaUtil {
+    private static final Log logger = LogFactory.get();
+
+    /**
+     * 有此标识的字段为失效字段，不计入最终日志字段
+     */
+    private static final String VISIBILITY = "disabled";
+
+    /**
+     * 获取需要删除字段的列表
+     */
+    private static final ArrayList<String> dropList = new ArrayList<>();
+
+    /**
+     * 获取schema指定的有效字段及类型
+     */
+    private static HashMap<String, Class> schemaFieldsTypeMap;
+
+    /**
+     * 获取包含默认值的字段
+     */
+    private static final HashMap<String, Object> defaultFieldsMap = new HashMap<>(16);
+
+    /**
+     * 获取任务列表
+     * list的每个元素是一个四元字符串数组 (有format标识的字段，补全的字段，用到的功能函数，用到的参数)，例如：
+     * (mail_subject mail_subject decode_of_base64 mail_subject_charset)
+     */
+    private static ArrayList<String[]> jobList;
+
+    static {
+        NacosConnection nacosConnection = new NacosConnection();
+        ConfigService schemaService = nacosConnection.getSchemaService();
+        try {
+            String schema = schemaService.getConfigAndSignListener(FlowWriteConfig.NACOS_SCHEMA_DATA_ID, FlowWriteConfig.NACOS_SCHEMA_GROUP, FlowWriteConfig.NACOS_CONNECTION_TIMEOUT, new Listener() {
+                @Override
+                public Executor getExecutor() {
+                    return null;
+                }
+
+                @Override
+                public void receiveConfigInfo(String configInfo) {
+                    if (StringUtil.isNotBlank(configInfo)) {
+                        if (CommonConfig.SCHEMA_UPDATE_ENABLED) {
+                            logger.info("Reload the " + FlowWriteConfig.NACOS_SCHEMA_DATA_ID + "schema when it changes.");
+                            clearCache();
+                            schemaFieldsTypeMap = getFieldsFromSchema(configInfo);
+                            jobList = getJobListFromHttp(configInfo);
+                        } else {
+                            logger.info("The schema changes, but the dynamic update configuration is disabled and no operation is performed!");
+                        }
+                    }
+                }
+            });
+
+            if (StringUtil.isNotBlank(schema)) {
+                schemaFieldsTypeMap = getFieldsFromSchema(schema);
+                jobList = getJobListFromHttp(schema);
+            }
+        } catch (NacosException e) {
+            logger.error("Get Schema config from Nacos error,The exception message is :" + e.getMessage());
+        }
+    }
+
+    /**
+     * 模式匹配，给定一个类型字符串返回一个类类型
+     *
+     * @param type 类型
+     * @return 类类型
+     */
+
+    private static Class getClassName(String type) {
+        Class clazz;
+
+        switch (type) {
+            case "int":
+                clazz = Integer.class;
+                break;
+            case "string":
+                clazz = String.class;
+                break;
+            case "long":
+                clazz = long.class;
+                break;
+            case "array":
+                clazz = List.class;
+                break;
+            case "double":
+                clazz = double.class;
+                break;
+            case "float":
+                clazz = float.class;
+                break;
+            case "char":
+                clazz = char.class;
+                break;
+            case "byte":
+                clazz = byte.class;
+                break;
+            case "boolean":
+                clazz = boolean.class;
+                break;
+            case "short":
+                clazz = short.class;
+                break;
+            default:
+                clazz = String.class;
+        }
+        return clazz;
+    }
+
+    /**
+     * 类型转换
+     *
+     * @param jsonObject 原始日志map
+     */
+    public static void typeTransform(JSONObject jsonObject) throws RuntimeException {
+        dropJsonField(jsonObject);
+        MetaUtil.setFieldDefault(jsonObject);
+        for (Map.Entry<String, Object> entry : jsonObject.entrySet()) {
+            String key = entry.getKey();
+            Object value = entry.getValue();
+            if (schemaFieldsTypeMap.containsKey(key)) {
+                try {
+                    Class<?> schemaFieldClass = schemaFieldsTypeMap.get(key);
+                    if (schemaFieldClass != value.getClass()) {
+                        String simpleName = schemaFieldClass.getSimpleName();
+                        DataTypeCheck.typeConverter(jsonObject, key, value, simpleName);
+                    }
+                } catch (RuntimeException e) {
+                    logger.error("The {} field type conversion is abnormal! message is:", key, e);
+                }
+            }
+        }
+    }
+
+    /**
+     * 删除schema内指定的无效字段
+     *
+     * @param jsonObject 原始日志
+     */
+    public static void dropJsonField(JSONObject jsonObject) {
+        for (String field : dropList) {
+            jsonObject.remove(field);
+        }
+    }
+
+    /**
+     * 根据schema内指定的默认值，给数据赋值。
+     *
+     * @param jsonObject 原始日志
+     */
+    private static void setFieldDefault(JSONObject jsonObject) {
+        if (defaultFieldsMap.keySet().size() > 0) {
+            for (String fieldName : defaultFieldsMap.keySet()) {
+                Object logValue = jsonObject.get(fieldName);
+                if (logValue == null) {
+                    jsonObject.put(fieldName, defaultFieldsMap.get(fieldName));
+                }
+            }
+        }
+    }
+
+
+    /**
+     * 通过schema来获取所需的字段及字段类型。
+     *
+     * @return 用于反射生成schema类型的对象的一个map集合
+     */
+    private static HashMap<String, Class> getFieldsFromSchema(String schema) {
+        HashMap<String, Class> map = new HashMap<>(256);
+
+        //获取fields，并转化为数组，数组的每个元素都是一个name doc type
+        JSONObject schemaJson = JSONObject.parseObject(schema);
+        JSONArray fields = schemaJson.getJSONArray("fields");
+
+        for (Object field : fields) {
+            String filedStr = field.toString();
+            JSONObject fieldJson = JSONObject.parseObject(filedStr);
+            String name = fieldJson.getString("name");
+            if (checkKeepField(filedStr)) {
+                String type = fieldJson.getString("type");
+                if (type.contains("{")) {
+                    JSONObject types = JSONObject.parseObject(type);
+                    type = types.getString("type");
+                }
+
+                if (fieldJson.containsKey("default")) {
+                    defaultFieldsMap.put(name, fieldJson.get("default"));
+                }
+                //组合用来生成实体类的map
+                map.put(name, getClassName(type));
+            } else {
+                dropList.add(name);
+            }
+        }
+        return map;
+    }
+
+    /**
+     * 判断字段是否需要保留
+     *
+     * @param message 单个field-json
+     * @return true or false
+     */
+    private static boolean checkKeepField(String message) {
+        boolean isKeepField = true;
+        JSONObject fieldJson = JSONObject.parseObject(message);
+        boolean hasDoc = fieldJson.containsKey("doc");
+        if (hasDoc) {
+            JSONObject doc = JSONObject.parseObject(fieldJson.getString("doc"));
+            if (doc.containsKey("visibility")) {
+                String visibility = doc.getString("visibility");
+                if (VISIBILITY.equals(visibility)) {
+                    isKeepField = false;
+                }
+            }
+        }
+        return isKeepField;
+    }
+
+    /**
+     * 解析schema，解析之后返回一个任务列表 (useList toList funcList paramlist)
+     *
+     * @param schema 日志schema
+     * @return 任务列表
+     */
+    private static ArrayList<String[]> getJobListFromHttp(String schema) {
+        ArrayList<String[]> list = new ArrayList<>();
+
+        JSONObject schemaJson = JSONObject.parseObject(schema);
+        JSONArray fields = schemaJson.getJSONArray("fields");
+        for (Object field : fields) {
+            JSONObject fieldJson = JSONObject.parseObject(field.toString());
+            boolean hasDoc = fieldJson.containsKey("doc");
+            if (hasDoc) {
+                JSONObject docJson = JSONObject.parseObject(fieldJson.getString("doc"));
+                boolean hasFormat = docJson.containsKey("format");
+                if (hasFormat) {
+                    String name = fieldJson.getString("name");
+                    JSONArray formatList = docJson.getJSONArray("format");
+                    for (Object format : formatList) {
+                        JSONObject formatJson = JSONObject.parseObject(format.toString());
+                        String function = formatJson.getString("function");
+                        String appendTo;
+                        String params = null;
+
+                        if (formatJson.containsKey("appendTo")) {
+                            appendTo = formatJson.getString("appendTo");
+                        } else {
+                            appendTo = name;
+                        }
+                        if (formatJson.containsKey("param")) {
+                            params = formatJson.getString("param");
+                        }
+                        list.add(new String[]{name, appendTo, function, params});
+                    }
+                }
+            }
+        }
+        return list;
+    }
+
+    public static ArrayList<String[]> getJobList() {
+        return jobList;
+    }
+
+    /**
+     * 在配置变动时，清空缓存重新获取
+     */
+    private static void clearCache() {
+        jobList.clear();
+        schemaFieldsTypeMap.clear();
+        dropList.clear();
+        defaultFieldsMap.clear();
+    }
+
+}

src/main/java/com/zdjizhi/tools/ordinary/MD5Utils.java

@@ -1,4 +1,4 @@
-package com.zdjizhi.utils.ordinary;
+package com.zdjizhi.tools.ordinary;
 
 import org.apache.log4j.Logger;
 

src/main/java/com/zdjizhi/tools/transform/TransForm.java

@@ -0,0 +1,115 @@
+package com.zdjizhi.tools.transform;
+
+import com.alibaba.fastjson2.JSONObject;
+import com.zdjizhi.tools.json.MetaUtil;
+import com.zdjizhi.tools.transform.impl.TransformFunctionImpl;
+
+
+/**
+ * 描述:转换或补全工具类
+ *
+ * @author qidaijie
+ */
+public class TransForm {
+    private static TransformFunctionImpl transformFunction = new TransformFunctionImpl();
+
+    public static void transformLog(JSONObject jsonObject) {
+        for (String[] strings : MetaUtil.getJobList()) {
+            //该日志字段的值
+            Object logValue = jsonObject.get(strings[0]);
+            //结果值映射到的日志字段key
+            String appendToKey = strings[1];
+            //匹配操作函数的字段
+            String function = strings[2];
+            //额外的参数的值
+            String param = strings[3];
+
+            //结果值映射到的日志字段原始value
+            Object appendToValue = jsonObject.get(appendToKey);
+
+            functionSet(function, jsonObject, appendToKey, appendToValue, logValue, param);
+        }
+    }
+
+
+    /**
+     * 根据schema描述对应字段进行操作的 函数集合
+     *
+     * @param function      匹配操作函数的字段
+     * @param jsonObject    原始日志解析map
+     * @param appendToKey   需要补全的字段的key
+     * @param appendToValue 需要补全的字段的值
+     * @param logValue      用到的参数的值
+     * @param param         额外的参数的值
+     */
+    private static void functionSet(String function, JSONObject jsonObject, String appendToKey, Object appendToValue, Object logValue, String param) {
+
+        switch (function) {
+            case "current_timestamp":
+                if (!(appendToValue instanceof Long)) {
+                    jsonObject.put(appendToKey, transformFunction.getCurrentTime());
+                }
+                break;
+            case "snowflake_id":
+                jsonObject.put(appendToKey, transformFunction.getSnowflakeId());
+                break;
+            case "geo_ip_detail":
+                if (logValue != null && appendToValue == null) {
+                    jsonObject.put(appendToKey, transformFunction.getGeoIpDetail(logValue.toString()));
+                }
+                break;
+            case "geo_asn":
+                if (logValue != null && appendToValue == null) {
+                    jsonObject.put(appendToKey, transformFunction.getGeoAsn(logValue.toString()));
+                }
+                break;
+            case "geo_ip_country":
+                if (logValue != null && appendToValue == null) {
+                    jsonObject.put(appendToKey, transformFunction.getGeoIpCountry(logValue.toString()));
+                }
+                break;
+            case "flattenSpec":
+                if (logValue != null && param != null) {
+                    jsonObject.put(appendToKey, transformFunction.flattenSpec(logValue.toString(), param));
+                }
+                break;
+            case "if":
+                if (param != null) {
+                    jsonObject.put(appendToKey, transformFunction.condition(jsonObject, param));
+                }
+                break;
+            case "decode_of_base64":
+                if (logValue != null) {
+                    jsonObject.put( appendToKey, transformFunction.decodeBase64(jsonObject, logValue.toString(), param));
+                }
+                break;
+            case "sub_domain":
+                if (appendToValue == null && logValue != null) {
+                    jsonObject.put( appendToKey, transformFunction.getTopDomain(logValue.toString()));
+                }
+                break;
+            case "radius_match":
+                if (logValue != null) {
+                    jsonObject.put( appendToKey, transformFunction.radiusMatch(jsonObject, logValue.toString()));
+                }
+                break;
+            case "gtpc_match":
+                if (logValue != null) {
+                    transformFunction.gtpcMatch(jsonObject, logValue.toString(), appendToKey, param);
+                }
+                break;
+            case "set_value":
+                if (param != null) {
+                    transformFunction.setValue(jsonObject, appendToKey, param);
+                }
+                break;
+            case "get_value":
+                if (logValue != null) {
+                    transformFunction.getValue(jsonObject, appendToKey, logValue);
+                }
+                break;
+            default:
+        }
+    }
+
+}

src/main/java/com/zdjizhi/tools/transform/TransformFunction.java

@@ -0,0 +1,40 @@
+package com.zdjizhi.tools.transform;
+
+import com.alibaba.fastjson2.JSONObject;
+import com.geedgenetworks.utils.IpLookupV2;
+
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.tools.general
+ * @Description:
+ * @date 2023/5/2010:11
+ */
+public interface TransformFunction {
+
+    long getCurrentTime();
+
+    long getSnowflakeId();
+
+    String getGeoIpDetail(String ip);
+
+    String getGeoIpCountry(String ip);
+
+    String getGeoAsn(String ip);
+
+    String radiusMatch(JSONObject jsonObject, String ip);
+
+    void gtpcMatch(JSONObject jsonObject, String logValue, String appendToKey, String param);
+
+    String getTopDomain(String domain);
+
+    String decodeBase64(JSONObject jsonObject,String message, String param);
+
+    Object flattenSpec(String message, String expr);
+
+    Object condition(JSONObject jsonObject, String ifParam);
+
+    void setValue(JSONObject jsonObject, String appendToKey, String param);
+
+    void getValue(JSONObject jsonObject, String appendToKey,  Object logValue);
+}

src/main/java/com/zdjizhi/tools/transform/impl/TransformFunctionImpl.java

@@ -0,0 +1,307 @@
+package com.zdjizhi.tools.transform.impl;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.fastjson2.JSONObject;
+import com.geedgenetworks.utils.FormatUtils;
+import com.geedgenetworks.utils.StringUtil;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.zdjizhi.tools.general.IpLookupUtils;
+import com.zdjizhi.tools.general.SnowflakeId;
+import com.zdjizhi.tools.transform.TransformFunction;
+import com.zdjizhi.tools.connections.hbase.HBaseUtils;
+import com.zdjizhi.tools.json.JsonPathUtil;
+
+import java.io.UnsupportedEncodingException;
+import java.util.Base64;
+import java.util.HashMap;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.tools.transform.impl
+ * @Description:
+ * @date 2023/5/20 10:12
+ */
+public class TransformFunctionImpl implements TransformFunction {
+    private static final Log logger = LogFactory.get();
+    private static final int IF_PARAM_LENGTH = 3;
+    /**
+     * if函数连接分隔符
+     */
+    private static final String IF_CONDITION_SPLITTER = "=";
+
+    private static final String SEPARATOR = "!=";
+
+    /**
+     * 标识字段为日志字段还是schema指定字段
+     */
+    private static final String IS_JSON_KEY_TAG = "$.";
+
+    /**
+     * 生成当前时间戳的操作
+     */
+    @Override
+    public long getCurrentTime() {
+        return System.currentTimeMillis() / 1000;
+    }
+
+    @Override
+    public long getSnowflakeId() {
+        return SnowflakeId.generateId();
+    }
+
+    /**
+     * 根据clientIp获取location信息
+     *
+     * @param ip client IP
+     * @return ip地址详细信息
+     */
+    @Override
+    public String getGeoIpDetail(String ip) {
+        String detail = "";
+        try {
+            detail = IpLookupUtils.getIpLookup().cityLookupDetail(ip);
+        } catch (NullPointerException npe) {
+            logger.error("The IP Location MMDB file is not loaded or IP is null! " + npe);
+        } catch (RuntimeException e) {
+            logger.error("Get clientIP location error! " + e.getMessage());
+        }
+        return detail;
+    }
+
+    /**
+     * 根据ip获取country信息
+     *
+     * @param ip server IP
+     * @return 国家
+     */
+    @Override
+    public String getGeoIpCountry(String ip) {
+        String country = "";
+        try {
+            country = IpLookupUtils.getIpLookup().countryLookup(ip);
+        } catch (NullPointerException npe) {
+            logger.error("The IP Location MMDB file is not loaded or IP is null! " + npe);
+        } catch (RuntimeException e) {
+            logger.error("Get ServerIP location error! " + e.getMessage());
+        }
+        return country;
+    }
+
+    /**
+     * 根据ip获取asn信息
+     *
+     * @param ip client/server IP
+     * @return ASN
+     */
+    @Override
+    public String getGeoAsn(String ip) {
+        String asn = "";
+        try {
+            asn = IpLookupUtils.getIpLookup().asnLookup(ip);
+        } catch (NullPointerException npe) {
+            logger.error("The ASN MMDB file is not loaded or IP is null! " + npe);
+        } catch (RuntimeException e) {
+            logger.error("Get IP ASN error! " + e.getMessage());
+        }
+        return asn;
+    }
+
+    /**
+     * radius借助HBase补齐
+     *
+     * @param ip client IP
+     * @return account
+     */
+    @Override
+    public String radiusMatch(JSONObject jsonObject, String ip) {
+        if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+            int vsysId = jsonObject.getIntValue("common_vsys_id", 1);
+            return HBaseUtils.getAccount(ip + vsysId);
+        } else {
+            return HBaseUtils.getAccount(ip);
+        }
+    }
+
+
+    /**
+     * 借助HBase补齐GTP-C信息,解析tunnels信息，优先使用gtp_uplink_teid，其次使用gtp_downlink_teid
+     * <p>
+     * "common_tunnels":[{"tunnels_schema_type":"GTP","gtp_endpoint_a2b_teid":235261261,"gtp_endpoint_b2a_teid":665547833,"gtp_sgw_ip":"192.56.5.2","gtp_pgw_ip":"192.56.10.20","gtp_sgw_port":2152,"gtp_pgw_port":2152}]
+     *
+     * @param jsonObject  原始日志json
+     * @param logValue    上行TEID
+     * @param appendToKey 结果值映射到的日志字段key
+     * @param param       用于解析jsonarray，直接定位到GTP信息所在的位置
+     */
+    @Override
+    public void gtpcMatch(JSONObject jsonObject, String logValue, String appendToKey, String param) {
+        try {
+            String teid = null;
+            String[] exprs = param.split(FlowWriteConfig.FORMAT_SPLITTER);
+            for (String expr : exprs) {
+                Object result = JsonPathUtil.analysis(logValue, expr);
+                if (result != null) {
+                    teid = result.toString();
+                    break;
+                }
+            }
+
+            if (teid != null) {
+                if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+                    int vsysId = jsonObject.getIntValue("common_vsys_id", 1);
+                    teid = teid + vsysId;
+                }
+                String[] appendToKeys = appendToKey.split(FlowWriteConfig.FORMAT_SPLITTER);
+                HashMap<String, Object> userData = HBaseUtils.getGtpData(teid);
+                if (userData != null) {
+                    for (String key : appendToKeys) {
+                        jsonObject.put(key, userData.get(key).toString());
+                    }
+                } else {
+                    logger.warn("Description The user whose TEID is " + teid + " was not matched!");
+                }
+            }
+        } catch (RuntimeException re) {
+            logger.error("An exception occurred in teid type conversion or parsing of user information!" + re.getMessage());
+            re.printStackTrace();
+        }
+    }
+
+    /**
+     * 解析顶级域名
+     *
+     * @param domain 初始域名
+     * @return 顶级域名
+     */
+    @Override
+    public String getTopDomain(String domain) {
+        String topDomain = "";
+        try {
+            topDomain = FormatUtils.getTopPrivateDomain(domain);
+        } catch (StringIndexOutOfBoundsException outException) {
+            logger.error("Parse top-level domain exceptions, exception domain names:" + domain);
+        }
+        return topDomain;
+    }
+
+    /**
+     * 根据编码解码base64
+     *
+     * @param jsonObject 原始日志json
+     * @param message    base64
+     * @param param      用于获取编码的参数
+     * @return 解码字符串
+     */
+    @Override
+    public String decodeBase64(JSONObject jsonObject, String message, String param) {
+        String decodeResult = "";
+        Object charset = isJsonValue(jsonObject, param);
+        try {
+            if (StringUtil.isNotBlank(message)) {
+                byte[] base64decodedBytes = Base64.getDecoder().decode(message);
+                if (charset == null) {
+                    decodeResult = new String(base64decodedBytes);
+                } else {
+                    decodeResult = new String(base64decodedBytes, charset.toString());
+                }
+            }
+        } catch (RuntimeException e) {
+            logger.error("Resolve Base64 exception, exception information:" + e.getMessage());
+        } catch (UnsupportedEncodingException e) {
+            logger.error("The Character Encoding [" + charset.toString() + "] is not supported.exception information:" + e.getMessage());
+        }
+        return decodeResult;
+    }
+
+    /**
+     * 根据表达式解析json
+     *
+     * @param message json
+     * @param expr    解析表达式
+     * @return 解析结果
+     */
+    @Override
+    public Object flattenSpec(String message, String expr) {
+        return JsonPathUtil.analysis(message, expr);
+    }
+
+    /**
+     * IF函数实现，解析日志构建三目运算;包含判断是否为数字若为数字则转换为long类型返回结果。
+     *
+     * @param jsonObject 原始日志反序列化对象
+     * @param ifParam    字段名/普通字符串
+     * @return resultA or resultB or null
+     */
+    @Override
+    public Object condition(JSONObject jsonObject, String ifParam) {
+        Object result = null;
+        try {
+            String[] split = ifParam.split(FlowWriteConfig.FORMAT_SPLITTER);
+            if (split.length == IF_PARAM_LENGTH) {
+                String expression = split[0];
+                Object resultA = isJsonValue(jsonObject, split[1]);
+                Object resultB = isJsonValue(jsonObject, split[2]);
+                if (expression.contains(SEPARATOR)) {
+                    String[] regexp = expression.split(SEPARATOR);
+                    Object direction = isJsonValue(jsonObject, regexp[0]);
+                    if (direction instanceof Number) {
+                        result = Integer.parseInt(direction.toString()) != Integer.parseInt(regexp[1]) ? resultA : resultB;
+                    } else if (direction instanceof String) {
+                        result = direction.equals(regexp[1]) ? resultA : resultB;
+                    }
+                } else {
+                    String[] regexp = expression.split(IF_CONDITION_SPLITTER);
+                    Object direction = isJsonValue(jsonObject, regexp[0]);
+                    if (direction instanceof Number) {
+                        result = Integer.parseInt(direction.toString()) == Integer.parseInt(regexp[1]) ? resultA : resultB;
+                    } else if (direction instanceof String) {
+                        result = direction.equals(regexp[1]) ? resultA : resultB;
+                    }
+                }
+            }
+        } catch (RuntimeException e) {
+            logger.error("IF function execution exception, exception information:" + e.getMessage());
+        }
+        return result;
+    }
+
+    /**
+     * 给json中的某个key赋值（指定值）
+     *
+     * @param jsonObject  原始日志json
+     * @param appendToKey 要赋值的key
+     * @param param       参数（指定值）
+     */
+    @Override
+    public void setValue(JSONObject jsonObject, String appendToKey, String param) {
+        jsonObject.put(appendToKey, param);
+    }
+
+    /**
+     * 从json中获取A的值，赋值给B
+     *
+     * @param jsonObject  原始日志json
+     * @param appendToKey 要赋值的key
+     * @param logValue    获取的值
+     */
+    @Override
+    public void getValue(JSONObject jsonObject, String appendToKey, Object logValue) {
+        jsonObject.put(appendToKey, logValue);
+    }
+
+    /**
+     * 判断是否为日志字段,是则返回对应value，否则返回原始字符串
+     *
+     * @param jsonObject 原始日志反序列化对象
+     * @param param      字段名/普通字符串
+     * @return JSON.Value or String
+     */
+    private static Object isJsonValue(JSONObject jsonObject, String param) {
+        if (param.contains(IS_JSON_KEY_TAG)) {
+            return jsonObject.get(param.substring(2));
+        } else {
+            return param;
+        }
+    }
+}

src/main/java/com/zdjizhi/topology/LogFlowWriteTopology.java

@@ -2,66 +2,47 @@ package com.zdjizhi.topology;
 
 import cn.hutool.log.Log;
 import cn.hutool.log.LogFactory;
+
+import com.alibaba.fastjson2.JSONObject;
 import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.functions.DealFileProcessFunction;
+import com.zdjizhi.operator.count.SendCountProcess;
-import com.zdjizhi.utils.functions.FilterNullFunction;
+import com.zdjizhi.operator.map.MapCompleted;
-import com.zdjizhi.utils.functions.MapCompletedFunction;
+import com.zdjizhi.operator.map.TypeMapCompleted;
-import com.zdjizhi.utils.functions.TypeMapCompletedFunction;
+import com.zdjizhi.operator.process.DealFileProcessFunction;
-import com.zdjizhi.utils.kafka.KafkaConsumer;
+import com.zdjizhi.tools.connections.kafka.KafkaConsumer;
-import com.zdjizhi.utils.kafka.KafkaProducer;
+import com.zdjizhi.tools.connections.kafka.KafkaProducer;
-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 java.util.Map;
 
-/**
+
- * @author 王成成
- * @Package com.zdjizhi.topology
- * @Description:
- * @date 2022.06.01
- */
 public class LogFlowWriteTopology {
     private static final Log logger = LogFactory.get();
 
     public static void main(String[] args) {
+
         final StreamExecutionEnvironment environment = StreamExecutionEnvironment.getExecutionEnvironment();
+
         //两个输出之间的最大时间 (单位milliseconds)
         environment.setBufferTimeout(FlowWriteConfig.BUFFER_TIMEOUT);
 
-        if (FlowWriteConfig.LOG_NEED_COMPLETE == 1) {
+        SingleOutputStreamOperator<JSONObject> completedStream;
+        if (FlowWriteConfig.LOG_TRANSFORM_TYPE == 0) {//不对日志字段类型做校验。
+            completedStream = environment.addSource(KafkaConsumer.flinkConsumer()).name(FlowWriteConfig.SOURCE_KAFKA_TOPIC).setParallelism(FlowWriteConfig.SOURCE_PARALLELISM)
+                    .process(new MapCompleted()).name("MapCompletedFunction").setParallelism(FlowWriteConfig.TRANSFORM_PARALLELISM);
 
-            SingleOutputStreamOperator<Map<String, Object>> streamSource = environment.addSource(KafkaConsumer.myDeserializationConsumer())
+        } else {//对日志字段类型做弱校验，可根据schema进行强转。
-                    .setParallelism(FlowWriteConfig.SOURCE_PARALLELISM).name(FlowWriteConfig.SOURCE_KAFKA_TOPIC);
+            completedStream = environment.addSource(KafkaConsumer.flinkConsumer()).name(FlowWriteConfig.SOURCE_KAFKA_TOPIC).setParallelism(FlowWriteConfig.SOURCE_PARALLELISM)
+                    .process(new TypeMapCompleted()).name("TypeMapCompletedFunction").setParallelism(FlowWriteConfig.TRANSFORM_PARALLELISM);
 
-            DataStream<Map<String, Object>> cleaningLog;
-            switch (FlowWriteConfig.LOG_TRANSFORM_TYPE) {
-                case 0:
-                    //对原始日志进行处理补全转换等，不对日志字段类型做校验。
-                    cleaningLog = streamSource.map(new MapCompletedFunction()).name("MapCompletedFunction")
-                            .setParallelism(FlowWriteConfig.TRANSFORM_PARALLELISM);
-                    break;
-                case 1:
-                    //对原始日志进行处理补全转换等，对日志字段类型做若校验，可根据schema进行强转。
-                    cleaningLog = streamSource.map(new TypeMapCompletedFunction()).name("TypeMapCompletedFunction")
-                            .setParallelism(FlowWriteConfig.TRANSFORM_PARALLELISM);
-                    break;
-                default:
-                    //对原始日志进行处理补全转换等，不对日志字段类型做校验。
-                    cleaningLog = streamSource.map(new MapCompletedFunction()).name("MapCompletedFunction")
-                            .setParallelism(FlowWriteConfig.TRANSFORM_PARALLELISM);
-            }
-            //处理带有非结构化日志的数据
-            SingleOutputStreamOperator<String> process = cleaningLog.process(new DealFileProcessFunction());
-            SingleOutputStreamOperator<String> resultFileMetaData = process.getSideOutput(DealFileProcessFunction.metaToKafa).filter(new FilterNullFunction()).name("FilterAbnormalTrafficFileMetaData").setParallelism(FlowWriteConfig.TRANSFORM_PARALLELISM);
-            SingleOutputStreamOperator<String> result = process.filter(new FilterNullFunction()).name("FilterAbnormalData").setParallelism(FlowWriteConfig.TRANSFORM_PARALLELISM);
-            //文件元数据发送至TRAFFIC-FILE-METADATA
-            resultFileMetaData.addSink(KafkaProducer.getTrafficFileMetaKafkaProducer()).name("toTrafficFileMeta")
-                    .setParallelism(FlowWriteConfig.FILE_DATA_SINK_PARALLELISM);
-            //补全后的数据发送给百分点的kafka
-            result.addSink(KafkaProducer.getPercentKafkaProducer()).name("toPercentKafka")
-                    .setParallelism(FlowWriteConfig.PERCENT_SINK_PARALLELISM);
         }
+        //处理带有非结构化文件字段的数据
+        SingleOutputStreamOperator<String> dealFileProcessFunction = completedStream.process(new DealFileProcessFunction()).name("DealFileProcessFunction").uid("DealFile-ProcessFunction").setParallelism(FlowWriteConfig.DEAL_FILE_PARALLELISM);
+        //补全后的数据发送至百分点的kafka
+        dealFileProcessFunction.addSink(KafkaProducer.getPercentKafkaProducer()).name("ToPercentKafka").uid("To-Percent-Kafka").setParallelism(FlowWriteConfig.SINK_PERCENT_PARALLELISM);
+        //文件元数据发送至TRAFFIC-FILE-METADATA
+        dealFileProcessFunction.getSideOutput(DealFileProcessFunction.metaToKafa).addSink(KafkaProducer.getTrafficFileMetaKafkaProducer()).name("toTrafficFileMeta").uid("to-Traffic-FileMeta").setParallelism(FlowWriteConfig.SINK_FILE_DATA_PARALLELISM);
+        dealFileProcessFunction.getSideOutput(DealFileProcessFunction.dealFileMetircTag).process(new SendCountProcess()).name("SendCountProcess").uid("Send-Count-Process").setParallelism(1);
         try {
             environment.execute(args[0]);
         } catch (Exception e) {
@@ -71,4 +52,5 @@ public class LogFlowWriteTopology {
 
     }
 
+
 }

src/main/java/com/zdjizhi/utils/app/AppUtils.java

@@ -1,124 +0,0 @@
-package com.zdjizhi.utils.app;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
-import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.StringUtil;
-import com.zdjizhi.utils.http.HttpClientUtil;
-
-import java.util.Map;
-import java.util.concurrent.ConcurrentHashMap;
-import java.util.concurrent.ScheduledExecutorService;
-import java.util.concurrent.ScheduledThreadPoolExecutor;
-import java.util.concurrent.TimeUnit;
-
-/**
- * AppId 工具类
- *
- * @author qidaijie
- */
-
-@Deprecated
-public class AppUtils {
-    private static final Log logger = LogFactory.get();
-    private static Map<Integer, String> appIdMap = new ConcurrentHashMap<>(128);
-    private static AppUtils appUtils;
-
-    private static void getAppInstance() {
-        appUtils = new AppUtils();
-    }
-
-
-    /**
-     * 构造函数-新
-     */
-    private AppUtils() {
-        //定时更新
-        updateAppIdCache();
-    }
-
-    /**
-     * 更新变量
-     */
-    private static void change() {
-        if (appUtils == null) {
-            getAppInstance();
-        }
-        timestampsFilter();
-    }
-
-
-    /**
-     * 获取变更内容
-     */
-    private static void timestampsFilter() {
-        try {
-            Long begin = System.currentTimeMillis();
-            String schema = HttpClientUtil.requestByGetMethod(FlowWriteConfig.APP_ID_HTTP);
-            if (StringUtil.isNotBlank(schema)) {
-                String data = JSONObject.parseObject(schema).getString("data");
-                JSONArray objects = JSONArray.parseArray(data);
-                for (Object object : objects) {
-                    JSONArray jsonArray = JSONArray.parseArray(object.toString());
-                    int key = jsonArray.getInteger(0);
-                    String value = jsonArray.getString(1);
-                    if (appIdMap.containsKey(key)) {
-                        if (!value.equals(appIdMap.get(key))) {
-                            appIdMap.put(key, value);
-                        }
-                    } else {
-                        appIdMap.put(key, value);
-                    }
-                }
-                logger.warn("Updating the correspondence takes time:" + (begin - System.currentTimeMillis()));
-                logger.warn("Pull the length of the interface data:[" + objects.size() + "]");
-            }
-        } catch (RuntimeException e) {
-            logger.error("Update cache app-id failed, exception：" + e);
-        }
-    }
-
-
-    /**
-     * 验证定时器,每隔一段时间验证一次-验证获取新的Cookie
-     */
-    private void updateAppIdCache() {
-        ScheduledExecutorService executorService = new ScheduledThreadPoolExecutor(1);
-        executorService.scheduleAtFixedRate(new Runnable() {
-            @Override
-            public void run() {
-                try {
-                    if (FlowWriteConfig.APP_TICK_TUPLE_FREQ_SECS != 0) {
-                        change();
-                    }
-                } catch (RuntimeException e) {
-                    logger.error("AppUtils update AppCache is error===>{" + e + "}<===");
-                }
-            }
-        }, 1, FlowWriteConfig.APP_TICK_TUPLE_FREQ_SECS, TimeUnit.SECONDS);
-    }
-
-
-    /**
-     * 获取 appName
-     *
-     * @param appId app_id
-     * @return account
-     */
-    public static String getAppName(int appId) {
-
-        if (appUtils == null) {
-            getAppInstance();
-        }
-
-        if (appIdMap.containsKey(appId)) {
-            return appIdMap.get(appId);
-        } else {
-            logger.warn("AppMap get appName is null, ID is :" + appId);
-            return "";
-        }
-    }
-
-}

src/main/java/com/zdjizhi/utils/functions/FilterNullFunction.java

@@ -1,17 +0,0 @@
-package com.zdjizhi.utils.functions;
-
-import com.zdjizhi.utils.StringUtil;
-import org.apache.flink.api.common.functions.FilterFunction;
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.utils.functions
- * @Description:
- * @date 2021/5/2715:01
- */
-public class FilterNullFunction implements FilterFunction<String> {
-    @Override
-    public boolean filter(String message) {
-        return StringUtil.isNotBlank(message);
-    }
-}

src/main/java/com/zdjizhi/utils/functions/MapCompletedFunction.java

@@ -1,23 +0,0 @@
-package com.zdjizhi.utils.functions;
-
-
-import com.zdjizhi.utils.general.TransFormMap;
-import org.apache.flink.api.common.functions.MapFunction;
-
-import java.util.Map;
-
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.utils.functions
- * @Description:
- * @date 2021/5/2715:01
- */
-public class MapCompletedFunction implements MapFunction<Map<String, Object>, Map<String, Object>> {
-
-    @Override
-    @SuppressWarnings("unchecked")
-    public Map<String, Object> map(Map<String, Object> logs) {
-        return TransFormMap.dealCommonMessage(logs);
-    }
-}

src/main/java/com/zdjizhi/utils/functions/TypeMapCompletedFunction.java

@@ -1,23 +0,0 @@
-package com.zdjizhi.utils.functions;
-
-import com.zdjizhi.utils.general.TransFormTypeMap;
-import org.apache.flink.api.common.functions.MapFunction;
-
-import java.util.Map;
-
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.utils.functions
- * @Description:
- * @date 2021/5/2715:01
- */
-public class TypeMapCompletedFunction implements MapFunction<Map<String, Object>, Map<String, Object>> {
-
-    @Override
-    @SuppressWarnings("unchecked")
-    public Map<String, Object> map(Map<String, Object> logs) {
-
-        return TransFormTypeMap.dealCommonMessage(logs);
-    }
-}

src/main/java/com/zdjizhi/utils/general/CityHash.java

@@ -1,180 +0,0 @@
-package com.zdjizhi.utils.general;
-
-
-
-
-/**
- * CityHash64算法对logid进行散列计算
- * 版本规划暂不实现-TSG22.01
- *
- * @author qidaijie
- */
-@Deprecated
-public class CityHash {
-
-    private static final long k0 = 0xc3a5c85c97cb3127L;
-    private static final long k1 = 0xb492b66fbe98f273L;
-    private static final long k2 = 0x9ae16a3b2f90404fL;
-    private static final long k3 = 0xc949d7c7509e6557L;
-    private static final long k5 = 0x9ddfea08eb382d69L;
-
-    private CityHash() {}
-
-    public static long CityHash64(byte[] s, int index, int len) {
-        if (len <= 16 ) {
-            return HashLen0to16(s, index, len);
-        } else if (len > 16 && len <= 32) {
-            return HashLen17to32(s, index, len);
-        } else if (len > 32 && len <= 64) {
-            return HashLen33to64(s, index, len);
-        } else {
-            long x = Fetch64(s, index);
-            long y = Fetch64(s, index + len - 16) ^ k1;
-            long z = Fetch64(s, index + len - 56) ^ k0;
-            long[] v = WeakHashLen32WithSeeds(s, len - 64, len, y);
-            long[] w = WeakHashLen32WithSeeds(s, len - 32, len * k1, k0);
-            z += ShiftMix(v[1]) * k1;
-            x = Rotate(z + x, 39) * k1;
-            y = Rotate(y, 33) * k1;
-
-            len = (len - 1) & ~63;
-            do {
-                x = Rotate(x + y + v[0] + Fetch64(s, index + 16), 37) * k1;
-                y = Rotate(y + v[1] + Fetch64(s, index + 48), 42) * k1;
-                x ^= w[1];
-                y ^= v[0];
-                z = Rotate(z ^ w[0], 33);
-                v = WeakHashLen32WithSeeds(s, index, v[1] * k1, x + w[0]);
-                w = WeakHashLen32WithSeeds(s, index + 32, z + w[1], y);
-                long t = z;
-                z = x;
-                x = t;
-                index += 64;
-                len -= 64;
-            } while (len != 0);
-            return HashLen16(HashLen16(v[0], w[0]) + ShiftMix(y) * k1 + z,
-                    HashLen16(v[1], w[1]) + x);
-        }
-    }
-
-    private static long HashLen0to16(byte[] s, int index, int len) {
-        if (len > 8) {
-            long a = Fetch64(s, index);
-            long b = Fetch64(s, index + len - 8);
-            return HashLen16(a, RotateByAtLeastOne(b + len, len)) ^ b;
-        }
-        if (len >= 4) {
-            long a = Fetch32(s, index);
-            return HashLen16(len + (a << 3), Fetch32(s, index + len - 4));
-        }
-        if (len > 0) {
-            byte a = s[index];
-            byte b = s[index + len >>> 1];
-            byte c = s[index + len - 1];
-            int y = (a) + (b << 8);
-            int z = len + (c << 2);
-            return ShiftMix(y * k2 ^ z * k3) * k2;
-        }
-        return k2;
-    }
-
-    private static long HashLen17to32(byte[] s, int index, int len) {
-        long a = Fetch64(s, index) * k1;
-        long b = Fetch64(s, index + 8);
-        long c = Fetch64(s, index + len - 8) * k2;
-        long d = Fetch64(s, index + len - 16) * k0;
-        return HashLen16(Rotate(a - b, 43) + Rotate(c, 30) + d,
-                a + Rotate(b ^ k3, 20) - c + len);
-    }
-
-    private static long HashLen33to64(byte[] s, int index, int len) {
-        long z = Fetch64(s, index + 24);
-        long a = Fetch64(s, index) + (len + Fetch64(s, index + len - 16)) * k0;
-        long b = Rotate(a + z, 52);
-        long c = Rotate(a, 37);
-        a += Fetch64(s, index + 8);
-        c += Rotate(a, 7);
-        a += Fetch64(s, index + 16);
-        long vf = a + z;
-        long vs = b + Rotate(a, 31) + c;
-        a = Fetch64(s, index + 16) + Fetch64(s, index + len - 32);
-        z = Fetch64(s, index + len - 8);
-        b = Rotate(a + z, 52);
-        c = Rotate(a, 37);
-        a += Fetch64(s, index + len - 24);
-        c += Rotate(a, 7);
-        a += Fetch64(s, index + len - 16);
-        long wf = a + z;
-        long ws = b + Rotate(a, 31) + c;
-        long r = ShiftMix((vf + ws) * k2 + (wf + vs) * k0);
-        return ShiftMix(r * k0 + vs) * k2;
-    }
-
-    private static long Fetch64(byte[] p, int index) {
-        return toLongLE(p,index);
-    }
-
-    private static long Fetch32(byte[] p, int index) {
-        return toIntLE(p,index);
-    }
-    private static long[] WeakHashLen32WithSeeds(
-            long w, long x, long y, long z, long a, long b) {
-        a += w;
-        b = Rotate(b + a + z, 21);
-        long c = a;
-        a += x;
-        a += y;
-        b += Rotate(a, 44);
-        return new long[]{a + z, b + c};
-    }
-
-    private static long[] WeakHashLen32WithSeeds(byte[] s, int index, long a, long b) {
-        return WeakHashLen32WithSeeds(Fetch64(s, index),
-                Fetch64(s, index + 8),
-                Fetch64(s, index + 16),
-                Fetch64(s, index + 24),
-                a,
-                b);
-    }
-
-    private static long toLongLE(byte[] b, int i) {
-        return 0xffffffffffffffffL & (((long) b[i + 7] << 56) + ((long) (b[i + 6] & 255) << 48) + ((long) (b[i + 5] & 255) << 40) + ((long) (b[i + 4] & 255) << 32) + ((long) (b[i + 3] & 255) << 24) + ((b[i + 2] & 255) << 16) + ((b[i + 1] & 255) << 8) + ((b[i + 0] & 255) << 0));
-    }
-
-    private static long toIntLE(byte[] b, int i) {
-        return 0xffffffffL & (((b[i + 3] & 255) << 24) + ((b[i + 2] & 255) << 16) + ((b[i + 1] & 255) << 8) + ((b[i + 0] & 255) << 0));
-    }
-    private static long RotateByAtLeastOne(long val, int shift) {
-        return (val >>> shift) | (val << (64 - shift));
-    }
-
-    private static long ShiftMix(long val) {
-        return val ^ (val >>> 47);
-    }
-
-    private static long Uint128Low64(long[] x) {
-        return x[0];
-    }
-
-    private static long Rotate(long val, int shift) {
-        return shift == 0 ? val : (val >>> shift) | (val << (64 - shift));
-    }
-
-    private static long Uint128High64(long[] x) {
-        return x[1];
-    }
-
-    private static long Hash128to64(long[] x) {
-        long a = (Uint128Low64(x) ^ Uint128High64(x)) * k5;
-        a ^= (a >>> 47);
-        long b = (Uint128High64(x) ^ a) * k5;
-        b ^= (b >>> 47);
-        b *= k5;
-        return b;
-    }
-
-    private static long HashLen16(long u, long v) {
-        return Hash128to64(new long[]{u,v});
-    }
-
-}

src/main/java/com/zdjizhi/utils/general/TransFormMap.java

@@ -1,130 +0,0 @@
-package com.zdjizhi.utils.general;
-
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.zdjizhi.utils.JsonMapper;
-import com.zdjizhi.utils.json.JsonParseUtil;
-
-import java.util.Map;
-
-
-/**
- * 描述:转换或补全工具类
- *
- * @author qidaijie
- */
-public class TransFormMap {
-    private static final Log logger = LogFactory.get();
-
-    /**
-     * 解析日志，并补全
-     *
-     * @param jsonMap kafka Topic消费原始日志并解析
-     * @return 补全后的日志
-     */
-    @SuppressWarnings("unchecked")
-    public static Map<String, Object> dealCommonMessage(Map<String, Object> jsonMap) {
-        try {
-            JsonParseUtil.dropJsonField(jsonMap);
-            for (String[] strings : JsonParseUtil.getJobList()) {
-                //用到的参数的值
-                Object logValue = JsonParseUtil.getValue(jsonMap, strings[0]);
-                //需要补全的字段的key
-                String appendToKeyName = strings[1];
-                //需要补全的字段的值
-                Object appendTo = JsonParseUtil.getValue(jsonMap, appendToKeyName);
-                //匹配操作函数的字段
-                String function = strings[2];
-                //额外的参数的值
-                String param = strings[3];
-                functionSet(function, jsonMap, appendToKeyName, appendTo, logValue, param);
-            }
-            return jsonMap;
-        } catch (RuntimeException e) {
-            logger.error("TransForm logs failed,The exception is :" + e);
-            return null;
-    }
-    }
-
-
-    /**
-     * 根据schema描述对应字段进行操作的 函数集合
-     *
-     * @param function        匹配操作函数的字段
-     * @param jsonMap         原始日志解析map
-     * @param appendToKeyName 需要补全的字段的key
-     * @param appendTo        需要补全的字段的值
-     * @param logValue        用到的参数的值
-     * @param param           额外的参数的值
-     */
-    private static void functionSet(String function, Map<String, Object> jsonMap, String appendToKeyName, Object appendTo, Object logValue, String param) {
-        switch (function) {
-            case "current_timestamp":
-                if (!(appendTo instanceof Long)) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getCurrentTime());
-                }
-                break;
-            case "snowflake_id":
-                JsonParseUtil.setValue(jsonMap, appendToKeyName, SnowflakeId.generateId());
-                break;
-            case "geo_ip_detail":
-                if (logValue != null && appendTo == null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getGeoIpDetail(logValue.toString()));
-                }
-                break;
-            case "geo_asn":
-                if (logValue != null && appendTo == null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getGeoAsn(logValue.toString()));
-                }
-                break;
-            case "geo_ip_country":
-                if (logValue != null && appendTo == null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getGeoIpCountry(logValue.toString()));
-                }
-                break;
-            case "set_value":
-                if (param != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, param);
-                }
-                break;
-            case "get_value":
-                if (logValue != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, logValue);
-                }
-                break;
-            case "if":
-                if (param != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.condition(jsonMap, param));
-                }
-                break;
-            case "sub_domain":
-                if (appendTo == null && logValue != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getTopDomain(logValue.toString()));
-                }
-                break;
-            case "radius_match":
-                if (logValue != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.radiusMatch(logValue.toString()));
-                }
-                break;
-            case "decode_of_base64":
-                if (logValue != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.decodeBase64(logValue.toString(), TransFunction.isJsonValue(jsonMap, param)));
-                }
-                break;
-            case "flattenSpec":
-                if (logValue != null && param != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.flattenSpec(logValue.toString(), param));
-                }
-                break;
-            case "app_match":
-                if (logValue != null && appendTo == null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.appMatch(logValue.toString()));
-                }
-                break;
-            default:
-        }
-    }
-
-}

src/main/java/com/zdjizhi/utils/general/TransFormTypeMap.java

@@ -1,132 +0,0 @@
-package com.zdjizhi.utils.general;
-
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.zdjizhi.utils.JsonMapper;
-import com.zdjizhi.utils.json.JsonParseUtil;
-
-import java.util.Map;
-
-
-/**
- * 描述:转换或补全工具类
- *
- * @author qidaijie
- */
-public class TransFormTypeMap {
-    private static final Log logger = LogFactory.get();
-
-    /**
-     * 解析日志，并补全
-     *
-     * @param message kafka Topic原始日志
-     * @return 补全后的日志
-     */
-    @SuppressWarnings("unchecked")
-    public static Map<String, Object> dealCommonMessage(Map<String, Object> message) {
-        try {
-            Map<String, Object> jsonMap = JsonParseUtil.typeTransform(message);
-            for (String[] strings : JsonParseUtil.getJobList()) {
-                //用到的参数的值
-                Object logValue = JsonParseUtil.getValue(jsonMap, strings[0]);
-                //需要补全的字段的key
-                String appendToKeyName = strings[1];
-                //需要补全的字段的值
-                Object appendToKeyValue = JsonParseUtil.getValue(jsonMap, appendToKeyName);
-                //匹配操作函数的字段
-                String function = strings[2];
-                //额外的参数的值
-                String param = strings[3];
-                functionSet(function, jsonMap, appendToKeyName, appendToKeyValue, logValue, param);
-            }
-           return  jsonMap;
-        } catch (RuntimeException e) {
-            logger.error("TransForm logs failed,The exception is :" + e);
-            return null;
-        }
-    }
-
-
-    /**
-     * 根据schema描述对应字段进行操作的 函数集合
-     *
-     * @param function         匹配操作函数的字段
-     * @param jsonMap          原始日志解析map
-     * @param appendToKeyName  需要补全的字段的key
-     * @param appendToKeyValue 需要补全的字段的值
-     * @param logValue         用到的参数的值
-     * @param param            额外的参数的值
-     */
-    private static void functionSet(String function, Map<String, Object> jsonMap, String appendToKeyName, Object appendToKeyValue, Object logValue, String param) {
-        switch (function) {
-            case "current_timestamp":
-                if (!(appendToKeyValue instanceof Long)) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getCurrentTime());
-                }
-                break;
-            case "snowflake_id":
-                JsonParseUtil.setValue(jsonMap, appendToKeyName, SnowflakeId.generateId());
-                //版本规划暂不实现TSG-22.01
-//                JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getDecimalHash(SnowflakeId.generateId()));
-                break;
-            case "geo_ip_detail":
-                if (logValue != null && appendToKeyValue == null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getGeoIpDetail(logValue.toString()));
-                }
-                break;
-            case "geo_asn":
-                if (logValue != null && appendToKeyValue == null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getGeoAsn(logValue.toString()));
-                }
-                break;
-            case "geo_ip_country":
-                if (logValue != null && appendToKeyValue == null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getGeoIpCountry(logValue.toString()));
-                }
-                break;
-            case "set_value":
-                if (param != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, param);
-                }
-                break;
-            case "get_value":
-                if (logValue != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, logValue);
-                }
-                break;
-            case "if":
-                if (param != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.condition(jsonMap, param));
-                }
-                break;
-            case "sub_domain":
-                if (appendToKeyValue == null && logValue != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.getTopDomain(logValue.toString()));
-                }
-                break;
-            case "radius_match":
-                if (logValue != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.radiusMatch(logValue.toString()));
-                }
-                break;
-            case "decode_of_base64":
-                if (logValue != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.decodeBase64(logValue.toString(), TransFunction.isJsonValue(jsonMap, param)));
-                }
-                break;
-            case "flattenSpec":
-                if (logValue != null && param != null) {
-                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.flattenSpec(logValue.toString(), param));
-                }
-                break;
-            case "app_match":
-                if (logValue != null && appendToKeyValue == null) {
-//                    JsonParseUtil.setValue(jsonMap, appendToKeyName, TransFunction.appMatch(logValue.toString()));
-                }
-                break;
-            default:
-        }
-    }
-
-}

src/main/java/com/zdjizhi/utils/general/TransFunction.java

@@ -1,297 +0,0 @@
-package com.zdjizhi.utils.general;
-
-import cn.hutool.core.codec.Base64;
-import cn.hutool.core.util.StrUtil;
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.jayway.jsonpath.InvalidPathException;
-import com.jayway.jsonpath.JsonPath;
-import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.FormatUtils;
-import com.zdjizhi.utils.IpLookupV2;
-import com.zdjizhi.utils.StringUtil;
-import com.zdjizhi.utils.app.AppUtils;
-import com.zdjizhi.utils.hbase.HBaseUtils;
-import com.zdjizhi.utils.json.JsonParseUtil;
-import com.zdjizhi.utils.json.TypeUtils;
-
-import java.math.BigInteger;
-import java.util.ArrayList;
-import java.util.Map;
-import java.util.regex.Matcher;
-import java.util.regex.Pattern;
-
-/**
- * @author qidaijie
- */
-class TransFunction {
-    private static final Log logger = LogFactory.get();
-
-    /**
-     * 校验数字正则
-     */
-    private static final Pattern PATTERN = Pattern.compile("[0-9]*");
-
-    /**
-     * IP定位库工具类
-     */
-    private static IpLookupV2 ipLookup = new IpLookupV2.Builder(false)
-            .loadDataFileV4(FlowWriteConfig.TOOLS_LIBRARY + "ip_v4_built_in.mmdb")
-            .loadDataFileV6(FlowWriteConfig.TOOLS_LIBRARY + "ip_v6_built_in.mmdb")
-            .loadDataFilePrivateV4(FlowWriteConfig.TOOLS_LIBRARY + "ip_v4_user_defined.mmdb")
-            .loadDataFilePrivateV6(FlowWriteConfig.TOOLS_LIBRARY + "ip_v6_user_defined.mmdb")
-            .loadAsnDataFile(FlowWriteConfig.TOOLS_LIBRARY + "asn_v4.mmdb")
-            .loadAsnDataFileV6(FlowWriteConfig.TOOLS_LIBRARY + "asn_v6.mmdb")
-            .build();
-
-    /**
-     * 生成当前时间戳的操作
-     */
-    static long getCurrentTime() {
-
-        return System.currentTimeMillis() / 1000;
-    }
-
-    /**
-     * CityHash64算法
-     * 版本规划暂不实现-TSG22.01
-     *
-     * @param data 原始数据
-     * @return 散列结果
-     */
-    @Deprecated
-    static BigInteger getDecimalHash(long data) {
-        byte[] dataBytes = String.valueOf(data).getBytes();
-        long hashValue = CityHash.CityHash64(dataBytes, 0, dataBytes.length);
-        String decimalValue = Long.toUnsignedString(hashValue, 10);
-        BigInteger result = new BigInteger(decimalValue);
-        return result;
-    }
-
-    /**
-     * 根据clientIp获取location信息
-     *
-     * @param ip client IP
-     * @return ip地址详细信息
-     */
-    static String getGeoIpDetail(String ip) {
-        return ipLookup.cityLookupDetail(ip);
-    }
-
-    /**
-     * 根据ip获取asn信息
-     *
-     * @param ip client/server IP
-     * @return ASN
-     */
-    static String getGeoAsn(String ip) {
-        return ipLookup.asnLookup(ip);
-    }
-
-    /**
-     * 根据ip获取country信息
-     *
-     * @param ip server IP
-     * @return 国家
-     */
-    static String getGeoIpCountry(String ip) {
-
-        return ipLookup.countryLookup(ip);
-    }
-
-
-    /**
-     * radius借助HBase补齐
-     *
-     * @param ip client IP
-     * @return account
-     */
-    static String radiusMatch(String ip) {
-        return HBaseUtils.getAccount(ip.trim());
-    }
-
-    /**
-     * appId与缓存中对应关系补全appName
-     *
-     * @param appIds app id 列表
-     * @return appName
-     */
-    @Deprecated
-    static String appMatch(String appIds) {
-        try {
-            String appId = StrUtil.split(appIds, FlowWriteConfig.FORMAT_SPLITTER, true, true).get(0);
-            return AppUtils.getAppName(Integer.parseInt(appId));
-        } catch (NumberFormatException | ClassCastException exception) {
-            logger.error("APP ID列表分割转换异常，异常APP ID列表:" + appIds);
-            return "";
-        }
-    }
-
-    /**
-     * 解析顶级域名
-     *
-     * @param domain 初始域名
-     * @return 顶级域名
-     */
-    static String getTopDomain(String domain) {
-        try {
-            return FormatUtils.getTopPrivateDomain(domain);
-        } catch (StringIndexOutOfBoundsException outException) {
-            logger.error("解析顶级域名异常,异常域名:" + domain);
-            return "";
-        }
-    }
-
-    /**
-     * 根据编码解码base64
-     *
-     * @param message base64
-     * @param charset 编码
-     * @return 解码字符串
-     */
-    static String decodeBase64(String message, Object charset) {
-        String result = "";
-        try {
-            if (StringUtil.isNotBlank(message)) {
-                if (charset == null) {
-                    result = Base64.decodeStr(message, FlowWriteConfig.MAIL_DEFAULT_CHARSET);
-                } else {
-                    result = Base64.decodeStr(message, charset.toString());
-                }
-            }
-        } catch (RuntimeException rune) {
-            logger.error("解析 Base64 异常,异常信息:" + rune);
-        }
-        return result;
-    }
-
-    /**
-     * 根据表达式解析json
-     *
-     * @param message json
-     * @param expr    解析表达式
-     * @return 解析结果
-     */
-    static String flattenSpec(String message, String expr) {
-        String flattenResult = "";
-        try {
-            if (StringUtil.isNotBlank(expr)) {
-                ArrayList<String> read = JsonPath.parse(message).read(expr);
-                if (read.size() >= 1) {
-                    flattenResult = read.get(0);
-                }
-            }
-        } catch (ClassCastException | InvalidPathException | ArrayIndexOutOfBoundsException e) {
-            logger.error("设备标签解析异常，[ " + expr + " ]解析表达式错误" + e);
-        }
-        return flattenResult;
-    }
-
-
-    /**
-     * 判断是否为日志字段,是则返回对应value，否则返回原始字符串
-     *
-     * @param object 内存实体类
-     * @param param  字段名/普通字符串
-     * @return JSON.Value or String
-     */
-    static Object isJsonValue(Object object, String param) {
-        if (param.contains(FlowWriteConfig.IS_JSON_KEY_TAG)) {
-            return JsonParseUtil.getValue(object, param.substring(2));
-        } else {
-            return param;
-        }
-    }
-
-    /**
-     * 判断是否为日志字段,是则返回对应value，否则返回原始字符串
-     *
-     * @param jsonMap 内存实体类
-     * @param param   字段名/普通字符串
-     * @return JSON.Value or String
-     */
-    static Object isJsonValue(Map<String, Object> jsonMap, String param) {
-        if (param.contains(FlowWriteConfig.IS_JSON_KEY_TAG)) {
-            return JsonParseUtil.getValue(jsonMap, param.substring(2));
-        } else {
-            return param;
-        }
-    }
-
-    /**
-     * IF函数实现，解析日志构建三目运算;包含判断是否为数字若为数字则转换为long类型返回结果。
-     *
-     * @param object  内存实体类
-     * @param ifParam 字段名/普通字符串
-     * @return resultA or resultB or null
-     */
-    static Object condition(Object object, String ifParam) {
-        Object result = null;
-        try {
-            String[] split = ifParam.split(FlowWriteConfig.FORMAT_SPLITTER);
-            if (split.length == FlowWriteConfig.IF_PARAM_LENGTH) {
-                String[] norms = split[0].split(FlowWriteConfig.IF_CONDITION_SPLITTER);
-                Object direction = isJsonValue(object, norms[0]);
-                Object resultA = isJsonValue(object, split[1]);
-                Object resultB = isJsonValue(object, split[2]);
-                if (direction instanceof Number) {
-                    result = TypeUtils.castToIfFunction((Integer.parseInt(direction.toString()) == Integer.parseInt(norms[1])) ? resultA : resultB);
-                } else if (direction instanceof String) {
-                    result = TypeUtils.castToIfFunction(direction.equals(norms[1]) ? resultA : resultB);
-                }
-            }
-        } catch (RuntimeException e) {
-            logger.error("IF 函数执行异常,异常信息:" + e);
-        }
-        return result;
-    }
-
-    /**
-     * IF函数实现，解析日志构建三目运算;包含判断是否为数字若为数字则转换为long类型返回结果。
-     *
-     * @param jsonMap 内存实体类
-     * @param ifParam 字段名/普通字符串
-     * @return resultA or resultB or null
-     */
-    static Object condition(Map<String, Object> jsonMap, String ifParam) {
-        Object result = null;
-        try {
-            String[] split = ifParam.split(FlowWriteConfig.FORMAT_SPLITTER);
-            if (split.length == FlowWriteConfig.IF_PARAM_LENGTH) {
-                String[] norms = split[0].split(FlowWriteConfig.IF_CONDITION_SPLITTER);
-                Object direction = isJsonValue(jsonMap, norms[0]);
-                Object resultA = isJsonValue(jsonMap, split[1]);
-                Object resultB = isJsonValue(jsonMap, split[2]);
-                if (direction instanceof Number) {
-                    result = (Integer.parseInt(direction.toString()) == Integer.parseInt(norms[1])) ? resultA : resultB;
-                } else if (direction instanceof String) {
-                    result = direction.equals(norms[1]) ? resultA : resultB;
-                }
-            }
-        } catch (RuntimeException e) {
-            logger.error("IF 函数执行异常,异常信息:" + e);
-        }
-        return result;
-    }
-
-
-    /**
-     * 设置固定值函数 若为数字则转为long返回
-     *
-     * @param param 默认值
-     * @return 返回数字或字符串
-     */
-    static Object setValue(String param) {
-        try {
-            Matcher isNum = PATTERN.matcher(param);
-            if (isNum.matches()) {
-                return Long.parseLong(param);
-            } else {
-                return param;
-            }
-        } catch (RuntimeException e) {
-            logger.error("SetValue 函数异常，异常信息：" + e);
-        }
-        return null;
-    }
-}

src/main/java/com/zdjizhi/utils/hbase/HBaseUtils.java

@@ -1,208 +0,0 @@
-package com.zdjizhi.utils.hbase;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.zdjizhi.common.FlowWriteConfig;
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.hbase.HBaseConfiguration;
-import org.apache.hadoop.hbase.TableName;
-import org.apache.hadoop.hbase.client.*;
-import org.apache.hadoop.hbase.util.Bytes;
-
-import java.io.IOException;
-import java.util.Map;
-import java.util.concurrent.ConcurrentHashMap;
-import java.util.concurrent.ScheduledExecutorService;
-import java.util.concurrent.ScheduledThreadPoolExecutor;
-import java.util.concurrent.TimeUnit;
-
-/**
- * HBase 工具类
- *
- * @author qidaijie
- */
-
-public class HBaseUtils {
-    private static final Log logger = LogFactory.get();
-    private static Map<String, String> subIdMap = new ConcurrentHashMap<>(16);
-    private static Connection connection;
-    private static Long time;
-
-    private static HBaseUtils hBaseUtils;
-
-    private static void getInstance() {
-        hBaseUtils = new HBaseUtils();
-    }
-
-
-    /**
-     * 构造函数-新
-     */
-    private HBaseUtils() {
-        //获取连接
-        getConnection();
-        //拉取所有
-        getAll();
-        //定时更新
-        updateCache();
-    }
-
-    private static void getConnection() {
-        try {
-            // 管理Hbase的配置信息
-            Configuration configuration = HBaseConfiguration.create();
-            // 设置zookeeper节点
-            configuration.set("hbase.zookeeper.quorum", FlowWriteConfig.HBASE_ZOOKEEPER_SERVERS);
-            configuration.set("hbase.client.retries.number", "3");
-            configuration.set("hbase.bulkload.retries.number", "3");
-            configuration.set("zookeeper.recovery.retry", "3");
-            connection = ConnectionFactory.createConnection(configuration);
-            time = System.currentTimeMillis();
-            logger.warn("HBaseUtils get HBase connection,now to getAll().");
-        } catch (IOException ioe) {
-            logger.error("HBaseUtils getHbaseConn() IOException===>{" + ioe + "}<===");
-        } catch (RuntimeException e) {
-            logger.error("HBaseUtils getHbaseConn() Exception===>{" + e + "}<===");
-        }
-    }
-
-    /**
-     * 更新变量
-     */
-    private static void change() {
-        if (hBaseUtils == null) {
-            getInstance();
-        }
-        long nowTime = System.currentTimeMillis();
-        timestampsFilter(time - 1000, nowTime + 500);
-    }
-
-
-    /**
-     * 获取变更内容
-     *
-     * @param startTime 开始时间
-     * @param endTime   结束时间
-     */
-    private static void timestampsFilter(Long startTime, Long endTime) {
-        Long begin = System.currentTimeMillis();
-        Table table = null;
-        ResultScanner scanner = null;
-        Scan scan2 = new Scan();
-        try {
-            table = connection.getTable(TableName.valueOf(FlowWriteConfig.HBASE_TABLE_NAME));
-            scan2.setTimeRange(startTime, endTime);
-            scanner = table.getScanner(scan2);
-            for (Result result : scanner) {
-                int acctStatusType = getAcctStatusType(result);
-                String framedIp = Bytes.toString(result.getValue(Bytes.toBytes("radius"), Bytes.toBytes("framed_ip"))).trim();
-                String account = Bytes.toString(result.getValue(Bytes.toBytes("radius"), Bytes.toBytes("account"))).trim();
-                if (acctStatusType == 1) {
-                    if (subIdMap.containsKey(framedIp)) {
-                        boolean same = account.equals(subIdMap.get(framedIp));
-                        if (!same) {
-                            subIdMap.put(framedIp, account);
-                        }
-                    } else {
-                        subIdMap.put(framedIp, account);
-                    }
-                } else if (acctStatusType == 2) {
-                    subIdMap.remove(framedIp);
-                }
-            }
-            Long end = System.currentTimeMillis();
-            logger.warn("HBaseUtils Now subIdMap.keySet().size() is: " + subIdMap.keySet().size());
-            logger.warn("HBaseUtils Update cache timeConsuming is: " + (end - begin) + ",BeginTime: " + startTime + ",EndTime: " + endTime);
-            time = endTime;
-        } catch (IOException ioe) {
-            logger.error("HBaseUtils timestampsFilter is IOException===>{" + ioe + "}<===");
-        } catch (RuntimeException e) {
-            logger.error("HBaseUtils timestampsFilter is Exception===>{" + e + "}<===");
-        } finally {
-            if (scanner != null) {
-                scanner.close();
-            }
-            if (table != null) {
-                try {
-                    table.close();
-                } catch (IOException e) {
-                    logger.error("HBase Table Close ERROR! Exception message is:" + e);
-                }
-            }
-        }
-    }
-
-    /**
-     * 获取所有的 key value
-     */
-    private static void getAll() {
-        long begin = System.currentTimeMillis();
-        try {
-            Table table = connection.getTable(TableName.valueOf(FlowWriteConfig.HBASE_TABLE_NAME));
-            Scan scan2 = new Scan();
-            ResultScanner scanner = table.getScanner(scan2);
-            for (Result result : scanner) {
-                int acctStatusType = getAcctStatusType(result);
-                String framedIp = Bytes.toString(result.getValue(Bytes.toBytes("radius"), Bytes.toBytes("framed_ip")));
-                String account = Bytes.toString(result.getValue(Bytes.toBytes("radius"), Bytes.toBytes("account")));
-                if (acctStatusType == 1) {
-                    subIdMap.put(framedIp, account);
-                }
-            }
-            logger.warn("HBaseUtils Get fullAmount List size->subIdMap.size(): " + subIdMap.size());
-            logger.warn("HBaseUtils Get fullAmount List size->subIdMap.size() timeConsuming is: " + (System.currentTimeMillis() - begin));
-            scanner.close();
-        } catch (IOException ioe) {
-            logger.error("HBaseUtils getAll() is IOException===>{" + ioe + "}<===");
-        } catch (RuntimeException e) {
-            logger.error("HBaseUtils getAll() is Exception===>{" + e + "}<===");
-        }
-    }
-
-    /**
-     * 验证定时器,每隔一段时间验证一次-验证获取新的Cookie
-     */
-    private void updateCache() {
-//        ScheduledExecutorService executorService = new ScheduledThreadPoolExecutor(1,
-//                new BasicThreadFactory.Builder().namingPattern("hbase-change-pool-%d").daemon(true).build());
-        ScheduledExecutorService executorService = new ScheduledThreadPoolExecutor(1);
-        executorService.scheduleAtFixedRate(new Runnable() {
-            @Override
-            public void run() {
-                try {
-                    if (FlowWriteConfig.HBASE_TICK_TUPLE_FREQ_SECS != 0) {
-                        change();
-                    }
-                } catch (RuntimeException e) {
-                    logger.error("HBaseUtils update hbaseCache is error===>{" + e + "}<===");
-                }
-            }
-        }, 1, FlowWriteConfig.HBASE_TICK_TUPLE_FREQ_SECS, TimeUnit.SECONDS);
-    }
-
-
-    /**
-     * 获取 account
-     *
-     * @param clientIp client_ip
-     * @return account
-     */
-    public static String getAccount(String clientIp) {
-
-        if (hBaseUtils == null) {
-            getInstance();
-        }
-        return subIdMap.get(clientIp);
-
-    }
-
-    private static int getAcctStatusType(Result result) {
-        boolean hasType = result.containsColumn(Bytes.toBytes("radius"), Bytes.toBytes("acct_status_type"));
-        if (hasType) {
-            return Bytes.toInt(result.getValue(Bytes.toBytes("radius"), Bytes.toBytes("acct_status_type")));
-        } else {
-            return 1;
-        }
-    }
-
-}

src/main/java/com/zdjizhi/utils/http/HttpClientUtil.java

@@ -1,77 +0,0 @@
-package com.zdjizhi.utils.http;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import org.apache.commons.io.IOUtils;
-import org.apache.http.HttpEntity;
-import org.apache.http.client.methods.CloseableHttpResponse;
-import org.apache.http.client.methods.HttpGet;
-import org.apache.http.impl.client.CloseableHttpClient;
-import org.apache.http.impl.client.HttpClients;
-
-import java.io.BufferedReader;
-import java.io.IOException;
-import java.io.InputStreamReader;
-
-/**
- * 获取网关schema的工具类
- *
- * @author qidaijie
- */
-public class HttpClientUtil {
-    private static final Log logger = LogFactory.get();
-
-    /**
-     * 请求网关获取schema
-     *
-     * @param http 网关url
-     * @return schema
-     */
-    public static String requestByGetMethod(String http) {
-        CloseableHttpClient httpClient = HttpClients.createDefault();
-        StringBuilder entityStringBuilder;
-
-        HttpGet get = new HttpGet(http);
-        BufferedReader bufferedReader = null;
-        CloseableHttpResponse httpResponse = null;
-        try {
-            httpResponse = httpClient.execute(get);
-            HttpEntity entity = httpResponse.getEntity();
-            entityStringBuilder = new StringBuilder();
-            if (null != entity) {
-                bufferedReader = new BufferedReader(new InputStreamReader(httpResponse.getEntity().getContent(), "UTF-8"), 8 * 1024);
-                int intC;
-                while ((intC = bufferedReader.read()) != -1) {
-                    char c = (char) intC;
-                    if (c == '\n') {
-                        break;
-                    }
-                    entityStringBuilder.append(c);
-                }
-
-                return entityStringBuilder.toString();
-            }
-        } catch (IOException e) {
-            logger.error("Get Schema from Query engine ERROR! Exception message is:" + e);
-        } finally {
-            if (httpClient != null) {
-                try {
-                    httpClient.close();
-                } catch (IOException e) {
-                    logger.error("Close HTTP Client ERROR! Exception messgae is:" + e);
-                }
-            }
-            if (httpResponse != null) {
-                try {
-                    httpResponse.close();
-                } catch (IOException e) {
-                    logger.error("Close httpResponse ERROR! Exception messgae is:" + e);
-                }
-            }
-            if (bufferedReader != null) {
-                IOUtils.closeQuietly(bufferedReader);
-            }
-        }
-        return "";
-    }
-}

src/main/java/com/zdjizhi/utils/json/JsonParseUtil.java

@@ -1,372 +0,0 @@
-package com.zdjizhi.utils.json;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
-import com.alibaba.nacos.api.NacosFactory;
-import com.alibaba.nacos.api.PropertyKeyConst;
-import com.alibaba.nacos.api.config.ConfigService;
-import com.alibaba.nacos.api.config.listener.Listener;
-import com.alibaba.nacos.api.exception.NacosException;
-import com.jayway.jsonpath.JsonPath;
-import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.StringUtil;
-import net.sf.cglib.beans.BeanMap;
-
-import java.util.*;
-import java.util.concurrent.Executor;
-
-
-/**
- * 使用FastJson解析json的工具类
- *
- * @author qidaijie
- */
-public class JsonParseUtil {
-    private static final Log logger = LogFactory.get();
-    private static Properties propNacos = new Properties();
-
-    /**
-     * 获取需要删除字段的列表
-     */
-    private static ArrayList<String> dropList = new ArrayList<>();
-
-    /**
-     * 在内存中加载反射类用的map
-     */
-    private static HashMap<String, Class> jsonFieldsMap;
-
-    /**
-     * 获取任务列表
-     * list的每个元素是一个四元字符串数组 (有format标识的字段，补全的字段，用到的功能函数，用到的参数)，例如：
-     * (mail_subject mail_subject decode_of_base64 mail_subject_charset)
-     */
-    private static ArrayList<String[]> jobList;
-
-    static {
-        propNacos.setProperty(PropertyKeyConst.SERVER_ADDR, FlowWriteConfig.NACOS_SERVER);
-        propNacos.setProperty(PropertyKeyConst.NAMESPACE, FlowWriteConfig.NACOS_SCHEMA_NAMESPACE);
-        propNacos.setProperty(PropertyKeyConst.USERNAME, FlowWriteConfig.NACOS_USERNAME);
-        propNacos.setProperty(PropertyKeyConst.PASSWORD, FlowWriteConfig.NACOS_PIN);
-        try {
-            ConfigService configService = NacosFactory.createConfigService(propNacos);
-            String dataId = FlowWriteConfig.NACOS_DATA_ID;
-            String group = FlowWriteConfig.NACOS_GROUP;
-            String schema = configService.getConfig(dataId, group, 5000);
-            if (StringUtil.isNotBlank(schema)) {
-                jsonFieldsMap = getMapFromHttp(schema);
-                jobList = getJobListFromHttp(schema);
-            }
-            configService.addListener(dataId, group, new Listener() {
-                @Override
-                public Executor getExecutor() {
-                    return null;
-                }
-
-                @Override
-                public void receiveConfigInfo(String configMsg) {
-                    if (StringUtil.isNotBlank(configMsg)) {
-                        clearCache();
-                        jsonFieldsMap = getMapFromHttp(configMsg);
-                        jobList = getJobListFromHttp(configMsg);
-                    }
-                }
-            });
-        } catch (NacosException e) {
-            logger.error("Get Schema config from Nacos error,The exception message is :" + e.getMessage());
-        }
-    }
-
-    /**
-     * 模式匹配，给定一个类型字符串返回一个类类型
-     *
-     * @param type 类型
-     * @return 类类型
-     */
-
-    private static Class getClassName(String type) {
-        Class clazz;
-
-        switch (type) {
-            case "int":
-                clazz = Integer.class;
-                break;
-            case "string":
-                clazz = String.class;
-                break;
-            case "long":
-                clazz = long.class;
-                break;
-            case "array":
-                clazz = List.class;
-                break;
-            case "double":
-                clazz = double.class;
-                break;
-            case "float":
-                clazz = float.class;
-                break;
-            case "char":
-                clazz = char.class;
-                break;
-            case "byte":
-                clazz = byte.class;
-                break;
-            case "boolean":
-                clazz = boolean.class;
-                break;
-            case "short":
-                clazz = short.class;
-                break;
-            default:
-                clazz = String.class;
-        }
-        return clazz;
-    }
-
-    /**
-     * 获取属性值的方法
-     *
-     * @param obj      对象
-     * @param property key
-     * @return 属性的值
-     */
-    public static Object getValue(Object obj, String property) {
-        try {
-            BeanMap beanMap = BeanMap.create(obj);
-            return beanMap.get(property);
-        } catch (RuntimeException e) {
-            logger.error("获取json-value异常，异常key：" + property + "异常信息为：" + e);
-            return null;
-        }
-    }
-
-    /**
-     * 获取属性值的方法
-     *
-     * @param jsonMap  原始日志
-     * @param property key
-     * @return 属性的值
-     */
-    public static Object getValue(Map<String, Object> jsonMap, String property) {
-        try {
-            return jsonMap.getOrDefault(property, null);
-        } catch (RuntimeException e) {
-            logger.error("获取json-value异常，异常key：" + property + "异常信息为：" + e);
-            return null;
-        }
-    }
-
-    /**
-     * 更新属性值的方法
-     *
-     * @param jsonMap  原始日志json map
-     * @param property 更新的key
-     * @param value    更新的值
-     */
-    public static void setValue(Map<String, Object> jsonMap, String property, Object value) {
-        try {
-            jsonMap.put(property, value);
-        } catch (RuntimeException e) {
-            logger.error("赋予实体类错误类型数据", e);
-        }
-    }
-
-    /**
-     * 更新属性值的方法
-     *
-     * @param obj      对象
-     * @param property 更新的key
-     * @param value    更新的值
-     */
-    public static void setValue(Object obj, String property, Object value) {
-        try {
-            BeanMap beanMap = BeanMap.create(obj);
-            beanMap.put(property, value);
-        } catch (ClassCastException e) {
-            logger.error("赋予实体类错误类型数据", e);
-        }
-    }
-
-    /**
-     * 类型转换
-     *
-     * @param jsonMap 原始日志map
-     */
-    public static Map<String, Object> typeTransform(Map<String, Object> jsonMap) throws RuntimeException {
-        JsonParseUtil.dropJsonField(jsonMap);
-        HashMap<String, Object> tmpMap = new HashMap<>(192);
-        for (String key : jsonMap.keySet()) {
-            if (jsonFieldsMap.containsKey(key)) {
-                String simpleName = jsonFieldsMap.get(key).getSimpleName();
-                switch (simpleName) {
-                    case "String":
-                        tmpMap.put(key, JsonTypeUtil.checkString(jsonMap.get(key)));
-                        break;
-                    case "Integer":
-                        tmpMap.put(key, JsonTypeUtil.getIntValue(jsonMap.get(key)));
-                        break;
-                    case "long":
-                        tmpMap.put(key, JsonTypeUtil.checkLongValue(jsonMap.get(key)));
-                        break;
-                    case "List":
-                        tmpMap.put(key, JsonTypeUtil.checkArray(jsonMap.get(key)));
-                        break;
-                    case "Map":
-                        tmpMap.put(key, JsonTypeUtil.checkObject(jsonMap.get(key)));
-                        break;
-                    case "double":
-                        tmpMap.put(key, JsonTypeUtil.checkDouble(jsonMap.get(key)));
-                        break;
-                    default:
-                        tmpMap.put(key, JsonTypeUtil.checkString(jsonMap.get(key)));
-                }
-            }
-        }
-        return tmpMap;
-    }
-
-    public static ArrayList<String[]> getJobList() {
-        return jobList;
-    }
-
-
-    /**
-     * 通过获取String类型的网关schema链接来获取map，用于生成一个Object类型的对象
-     * <p>
-     * //     * @param http 网关schema地址
-     *
-     * @return 用于反射生成schema类型的对象的一个map集合
-     */
-    private static HashMap<String, Class> getMapFromHttp(String schema) {
-        HashMap<String, Class> map = new HashMap<>(16);
-
-        //获取fields，并转化为数组，数组的每个元素都是一个name doc type
-        JSONObject schemaJson = JSON.parseObject(schema);
-        JSONArray fields = (JSONArray) schemaJson.get("fields");
-
-        for (Object field : fields) {
-            String filedStr = field.toString();
-            if (checkKeepField(filedStr)) {
-                String name = JsonPath.read(filedStr, "$.name").toString();
-                String type = JsonPath.read(filedStr, "$.type").toString();
-                if (type.contains("{")) {
-                    type = JsonPath.read(filedStr, "$.type.type").toString();
-                }
-                //组合用来生成实体类的map
-                map.put(name, getClassName(type));
-            } else {
-                dropList.add(filedStr);
-            }
-        }
-        return map;
-    }
-
-    /**
-     * 判断字段是否需要保留
-     *
-     * @param message 单个field-json
-     * @return true or false
-     */
-    private static boolean checkKeepField(String message) {
-        boolean isKeepField = true;
-        boolean isHiveDoc = JSON.parseObject(message).containsKey("doc");
-        if (isHiveDoc) {
-            boolean isHiveVi = JsonPath.read(message, "$.doc").toString().contains("visibility");
-            if (isHiveVi) {
-                String visibility = JsonPath.read(message, "$.doc.visibility").toString();
-                if (FlowWriteConfig.VISIBILITY.equals(visibility)) {
-                    isKeepField = false;
-                }
-            }
-        }
-        return isKeepField;
-    }
-
-    /**
-     * 删除schema内指定的无效字段（jackson）
-     *
-     * @param jsonMap
-     */
-    public static void dropJsonField(Map<String, Object> jsonMap) {
-        for (String field : dropList) {
-            jsonMap.remove(field);
-        }
-    }
-
-    /**
-     * 解析schema，解析之后返回一个任务列表 (useList toList funcList paramlist)
-     *
-     * @param schema 日志schema
-     * @return 任务列表
-     */
-    private static ArrayList<String[]> getJobListFromHttp(String schema) {
-        ArrayList<String[]> list = new ArrayList<>();
-
-        //获取fields，并转化为数组，数组的每个元素都是一个name doc type
-        JSONObject schemaJson = JSON.parseObject(schema);
-        JSONArray fields = (JSONArray) schemaJson.get("fields");
-
-        for (Object field : fields) {
-
-            if (JSON.parseObject(field.toString()).containsKey("doc")) {
-                Object doc = JSON.parseObject(field.toString()).get("doc");
-
-                if (JSON.parseObject(doc.toString()).containsKey("format")) {
-                    String name = JSON.parseObject(field.toString()).get("name").toString();
-                    Object format = JSON.parseObject(doc.toString()).get("format");
-                    JSONObject formatObject = JSON.parseObject(format.toString());
-
-                    String functions = formatObject.get("functions").toString();
-                    String appendTo = null;
-                    String params = null;
-
-                    if (formatObject.containsKey("appendTo")) {
-                        appendTo = formatObject.get("appendTo").toString();
-                    }
-
-                    if (formatObject.containsKey("param")) {
-                        params = formatObject.get("param").toString();
-                    }
-
-
-                    if (StringUtil.isNotBlank(appendTo) && StringUtil.isBlank(params)) {
-                        String[] functionArray = functions.split(FlowWriteConfig.FORMAT_SPLITTER);
-                        String[] appendToArray = appendTo.split(FlowWriteConfig.FORMAT_SPLITTER);
-
-                        for (int i = 0; i < functionArray.length; i++) {
-                            list.add(new String[]{name, appendToArray[i], functionArray[i], null});
-                        }
-
-                    } else if (StringUtil.isNotBlank(appendTo) && StringUtil.isNotBlank(params)) {
-                        String[] functionArray = functions.split(FlowWriteConfig.FORMAT_SPLITTER);
-                        String[] appendToArray = appendTo.split(FlowWriteConfig.FORMAT_SPLITTER);
-                        String[] paramArray = params.split(FlowWriteConfig.FORMAT_SPLITTER);
-
-                        for (int i = 0; i < functionArray.length; i++) {
-                            list.add(new String[]{name, appendToArray[i], functionArray[i], paramArray[i]});
-
-                        }
-                    } else {
-                        list.add(new String[]{name, name, functions, params});
-                    }
-
-                }
-            }
-
-        }
-        return list;
-    }
-
-    /**
-     * 在配置变动时，清空缓存重新获取
-     */
-    private static void clearCache() {
-        jobList.clear();
-        jsonFieldsMap.clear();
-        dropList.clear();
-    }
-
-}

src/main/java/com/zdjizhi/utils/json/JsonTypeUtil.java

@@ -1,129 +0,0 @@
-package com.zdjizhi.utils.json;
-
-import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.JsonMapper;
-import com.zdjizhi.utils.exception.FlowWriteException;
-
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-
-/**
- * @author qidaijie
- * @Package PACKAGE_NAME
- * @Description:
- * @date 2021/7/1217:34
- */
-public class JsonTypeUtil {
-    /**
-     * 类型转换
-     *
-     * @param jsonMap 原始日志map
-     */
-
-    /**
-     * String 类型检验转换方法
-     *
-     * @param value json value
-     * @return String value
-     */
-    static String checkString(Object value) {
-        if (value == null) {
-            return null;
-        }
-
-        if (value instanceof Map) {
-            return JsonMapper.toJsonString(value);
-        }
-
-        if (value instanceof List) {
-            return JsonMapper.toJsonString(value);
-        }
-
-        return value.toString();
-    }
-
-    /**
-     * array 类型检验转换方法
-     *
-     * @param value json value
-     * @return List value
-     */
-    static Map checkObject(Object value) {
-        if (value == null) {
-            return null;
-        }
-
-        if (value instanceof Map) {
-            return (Map) value;
-        }
-
-        throw new FlowWriteException("can not cast to map, value : " + value);
-    }
-
-    /**
-     * array 类型检验转换方法
-     *
-     * @param value json value
-     * @return List value
-     */
-    static List checkArray(Object value) {
-        if (value == null) {
-            return null;
-        }
-
-        if (value instanceof List) {
-            return (List) value;
-        }
-
-        throw new FlowWriteException("can not cast to List, value : " + value);
-    }
-
-    /**
-     * long 类型检验转换方法,若为空返回基础值
-     *
-     * @param value json value
-     * @return Long value
-     */
-    static long checkLongValue(Object value) {
-        Long longVal = TypeUtils.castToLong(value);
-
-        if (longVal == null) {
-            return 0L;
-        }
-
-        return longVal;
-    }
-
-    /**
-     * Double 类型校验转换方法
-     *
-     * @param value json value
-     * @return Double value
-     */
-    static Double checkDouble(Object value) {
-        if (value == null) {
-            return null;
-        }
-
-        return TypeUtils.castToDouble(value);
-    }
-
-
-    /**
-     * int 类型检验转换方法,若为空返回基础值
-     *
-     * @param value json value
-     * @return int value
-     */
-    static int getIntValue(Object value) {
-
-        Integer intVal = TypeUtils.castToInt(value);
-        if (intVal == null) {
-            return 0;
-        }
-        return intVal;
-    }
-
-}

src/main/java/com/zdjizhi/utils/json/TypeUtils.java

@@ -1,171 +0,0 @@
-package com.zdjizhi.utils.json;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.StringUtil;
-import com.zdjizhi.utils.exception.FlowWriteException;
-
-/**
- * @author qidaijie
- * @Package PACKAGE_NAME
- * @Description:
- * @date 2021/7/1218:20
- */
-public class TypeUtils {
-    private static final Log logger = LogFactory.get();
-
-    /**
-     * Integer 类型判断方法
-     *
-     * @param value json value
-     * @return Integer value or null
-     */
-    public static Object castToIfFunction(Object value) {
-        if (value == null) {
-            return null;
-        }
-
-        if (value instanceof String) {
-            return value.toString();
-        }
-
-        if (value instanceof Integer) {
-            return ((Number) value).intValue();
-        }
-
-        if (value instanceof Long) {
-            return ((Number) value).longValue();
-        }
-
-//        if (value instanceof Map) {
-//            return (Map) value;
-//        }
-//
-//        if (value instanceof List) {
-//            return Collections.singletonList(value.toString());
-//        }
-
-        if (value instanceof Boolean) {
-            return (Boolean) value ? 1 : 0;
-        }
-
-        throw new FlowWriteException("can not cast to int, value : " + value);
-    }
-
-    /**
-     * Integer 类型判断方法
-     *
-     * @param value json value
-     * @return Integer value or null
-     */
-    static Integer castToInt(Object value) {
-        if (value == null) {
-            return null;
-        }
-
-        if (value instanceof Integer) {
-            return (Integer) value;
-        }
-
-        if (value instanceof Number) {
-            return ((Number) value).intValue();
-        }
-
-        if (value instanceof String) {
-            String strVal = (String) value;
-            if (StringUtil.isBlank(strVal)) {
-                return null;
-            }
-
-            //将 10,20 类数据转换为10
-            if (strVal.contains(FlowWriteConfig.FORMAT_SPLITTER)) {
-                strVal = strVal.split(FlowWriteConfig.FORMAT_SPLITTER)[0];
-            }
-
-            try {
-                return Integer.parseInt(strVal);
-            } catch (NumberFormatException ex) {
-                logger.error("String change Integer Error,The error Str is:" + strVal);
-            }
-        }
-
-        if (value instanceof Boolean) {
-            return (Boolean) value ? 1 : 0;
-        }
-
-        throw new FlowWriteException("can not cast to int, value : " + value);
-    }
-
-    /**
-     * Double类型判断方法
-     *
-     * @param value json value
-     * @return double value or null
-     */
-    static Double castToDouble(Object value) {
-
-        if (value instanceof Number) {
-            return ((Number) value).doubleValue();
-        }
-
-        if (value instanceof String) {
-            String strVal = (String) value;
-
-            if (StringUtil.isBlank(strVal)) {
-                return null;
-            }
-
-            //将 10,20 类数据转换为10
-            if (strVal.contains(FlowWriteConfig.FORMAT_SPLITTER)) {
-                strVal = strVal.split(FlowWriteConfig.FORMAT_SPLITTER)[0];
-            }
-
-            try {
-                return Double.parseDouble(strVal);
-            } catch (NumberFormatException ex) {
-                logger.error("String change Double Error,The error Str is:" + strVal);
-            }
-        }
-
-        throw new FlowWriteException("can not cast to double, value : " + value);
-    }
-
-    /**
-     * Long类型判断方法
-     *
-     * @param value json value
-     * @return (Long)value or null
-     */
-    static Long castToLong(Object value) {
-        if (value == null) {
-            return null;
-        }
-
-        if (value instanceof Number) {
-            return ((Number) value).longValue();
-        }
-
-        if (value instanceof String) {
-            String strVal = (String) value;
-
-            if (StringUtil.isBlank(strVal)) {
-                return null;
-            }
-
-            //将 10,20 类数据转换为10
-            if (strVal.contains(FlowWriteConfig.FORMAT_SPLITTER)) {
-                strVal = strVal.split(FlowWriteConfig.FORMAT_SPLITTER)[0];
-            }
-
-            try {
-                return Long.parseLong(strVal);
-            } catch (NumberFormatException ex) {
-                logger.error("String change Long Error,The error Str is:" + strVal);
-            }
-        }
-
-        throw new FlowWriteException("can not cast to long, value : " + value);
-    }
-
-}

src/main/java/com/zdjizhi/utils/kafka/KafkaProducer.java

@@ -1,82 +0,0 @@
-package com.zdjizhi.utils.kafka;
-
-import com.zdjizhi.common.FlowWriteConfig;
-import org.apache.flink.api.common.serialization.SimpleStringSchema;
-import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer;
-
-import java.util.Optional;
-import java.util.Properties;
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.utils.kafka
- * @Description:
- * @date 2021/6/814:04
- */
-public class KafkaProducer {
-
-
-    private static Properties createPercentProducerConfig() {
-        Properties properties = new Properties();
-        properties.put("bootstrap.servers", FlowWriteConfig.PERCENT_SINK_KAFKA_SERVERS);
-        properties.put("acks", FlowWriteConfig.PRODUCER_ACK);
-        properties.put("retries", FlowWriteConfig.RETRIES);
-        properties.put("linger.ms", FlowWriteConfig.LINGER_MS);
-        properties.put("request.timeout.ms", FlowWriteConfig.REQUEST_TIMEOUT_MS);
-        properties.put("batch.size", FlowWriteConfig.BATCH_SIZE);
-        properties.put("buffer.memory", FlowWriteConfig.BUFFER_MEMORY);
-        properties.put("max.request.size", FlowWriteConfig.MAX_REQUEST_SIZE);
-        properties.put("compression.type", FlowWriteConfig.PRODUCER_KAFKA_COMPRESSION_TYPE);
-
-        CertUtils.chooseCert(FlowWriteConfig.PERCENT_SINK_KAFKA_SERVERS, properties);
-
-        return properties;
-    }
-
-
-
-    private static Properties createTrafficFileMetaProducerConfig() {
-        Properties properties = new Properties();
-        properties.put("bootstrap.servers", FlowWriteConfig.FILE_DATA_SINK_KAFKA_SERVERS);
-        properties.put("acks", FlowWriteConfig.PRODUCER_ACK);
-        properties.put("retries", FlowWriteConfig.RETRIES);
-        properties.put("linger.ms", FlowWriteConfig.LINGER_MS);
-        properties.put("request.timeout.ms", FlowWriteConfig.REQUEST_TIMEOUT_MS);
-        properties.put("batch.size", FlowWriteConfig.BATCH_SIZE);
-        properties.put("buffer.memory", FlowWriteConfig.BUFFER_MEMORY);
-        properties.put("max.request.size", FlowWriteConfig.MAX_REQUEST_SIZE);
-        properties.put("compression.type", FlowWriteConfig.PRODUCER_KAFKA_COMPRESSION_TYPE);
-
-        CertUtils.chooseCert(FlowWriteConfig.FILE_DATA_SINK_KAFKA_SERVERS, properties);
-
-        return properties;
-    }
-
-
-
-    public static FlinkKafkaProducer<String> getPercentKafkaProducer() {
-        FlinkKafkaProducer<String> kafkaProducer = new FlinkKafkaProducer<String>(
-                FlowWriteConfig.PERCENT_KAFKA_TOPIC,
-                new SimpleStringSchema(),
-                createPercentProducerConfig(), Optional.empty());
-
-        kafkaProducer.setLogFailuresOnly(false);
-
-//        kafkaProducer.setWriteTimestampToKafka(true);
-
-        return kafkaProducer;
-    }
-    public static FlinkKafkaProducer<String> getTrafficFileMetaKafkaProducer() {
-        FlinkKafkaProducer<String> kafkaProducer = new FlinkKafkaProducer<String>(
-                FlowWriteConfig.FILE_DATA_SINK_KAFKA_TOPIC,
-                new SimpleStringSchema(),
-                createTrafficFileMetaProducerConfig(), Optional.empty());
-
-        kafkaProducer.setLogFailuresOnly(false);
-
-//        kafkaProducer.setWriteTimestampToKafka(true);
-
-        return kafkaProducer;
-    }
-
-}

src/main/java/com/zdjizhi/utils/kafka/TimestampDeserializationSchema.java

@@ -1,48 +0,0 @@
-package com.zdjizhi.utils.kafka;
-
-import cn.hutool.log.Log;
-import cn.hutool.log.LogFactory;
-import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.JsonMapper;
-import org.apache.flink.api.common.typeinfo.TypeInformation;
-import org.apache.flink.streaming.connectors.kafka.KafkaDeserializationSchema;
-import org.apache.kafka.clients.consumer.ConsumerRecord;
-
-import java.util.Map;
-
-/**
- * @author qidaijie
- * @Package com.zdjizhi.utils.kafka
- * @Description:
- * @date 2022/3/89:42
- */
-public class TimestampDeserializationSchema implements KafkaDeserializationSchema {
-    private static final Log logger = LogFactory.get();
-
-    @Override
-    public TypeInformation getProducedType() {
-        return TypeInformation.of(Map.class);
-    }
-
-    @Override
-    public boolean isEndOfStream(Object nextElement) {
-        return false;
-    }
-
-    @Override
-    @SuppressWarnings("unchecked")
-    public Map<String, Object> deserialize(ConsumerRecord record) throws Exception {
-        if (record != null) {
-            try {
-                long timestamp = record.timestamp() / 1000;
-                String value = new String((byte[]) record.value(), FlowWriteConfig.ENCODING);
-                Map<String, Object> json = (Map<String, Object>) JsonMapper.fromJsonString(value, Map.class);
-                json.put("common_ingestion_time", timestamp);
-                return json;
-            } catch (RuntimeException e) {
-                logger.error("KafkaConsumer Deserialize failed,The exception is : " + e.getMessage());
-            }
-        }
-        return null;
-    }
-}

src/main/java/com/zdjizhi/utils/system/FlowWriteConfigurations.java

@@ -1,84 +0,0 @@
-package com.zdjizhi.utils.system;
-
-import com.alibaba.nacos.api.NacosFactory;
-import com.alibaba.nacos.api.PropertyKeyConst;
-import com.alibaba.nacos.api.config.ConfigService;
-import com.alibaba.nacos.api.exception.NacosException;
-import com.zdjizhi.common.FlowWriteConfig;
-import com.zdjizhi.utils.StringUtil;
-
-import java.io.IOException;
-import java.io.StringReader;
-import java.util.HashMap;
-import java.util.Locale;
-import java.util.Map;
-import java.util.Properties;
-
-
-/**
- * @author Administrator
- */
-
-public final class FlowWriteConfigurations {
-
-    private static Properties propKafka = new Properties();
-    private static Properties propService = new Properties();
-    private static Properties propfiletype = new Properties();
-    private static Map<String, String> fileTypeMap;
-
-    public static boolean judgeFileType(String filetype){
-        return fileTypeMap.containsKey(filetype);
-    }
-
-    public static String getStringProperty(Integer type, String key) {
-        if (type == 0) {
-            return propService.getProperty(key);
-        } else if (type == 1) {
-            return propKafka.getProperty(key);
-        } else {
-            return null;
-        }
-    }
-
-    public static Integer getIntProperty(Integer type, String key) {
-        if (type == 0) {
-            return Integer.parseInt(propService.getProperty(key));
-        } else if (type == 1) {
-            return Integer.parseInt(propKafka.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(propKafka.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(propKafka.getProperty(key).toLowerCase().trim().toUpperCase(Locale.ENGLISH), "true");
-        } else {
-            return null;
-        }
-    }
-
-    static {
-        try {
-            propService.load(FlowWriteConfigurations.class.getClassLoader().getResourceAsStream("service_flow_config.properties"));
-            propKafka.load(FlowWriteConfigurations.class.getClassLoader().getResourceAsStream("default_config.properties"));
-            propfiletype.load(FlowWriteConfigurations.class.getClassLoader().getResourceAsStream("file_type.properties"));
-            fileTypeMap = new HashMap<String, String>((Map) propfiletype);
-        } catch (IOException | RuntimeException e) {
-            propKafka = null;
-            propService = null;
-        }
-    }
-}

src/main/log4j.properties

@@ -1,8 +1,8 @@
 #Log4j
-log4j.rootLogger=info,console,file
+log4j.rootLogger=warn,console,file
 # 控制台日志设置
 log4j.appender.console=org.apache.log4j.ConsoleAppender
-log4j.appender.console.Threshold=info
+log4j.appender.console.Threshold=warn
 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
 
@@ -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=debug
+log4j.logger.com.nis.web.dao=info
 #bonecp数据源配置
-log4j.category.com.jolbox=debug,console
+log4j.category.com.jolbox=info,console
 
 

src/main/logback.xml

@@ -1,42 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<configuration>
-
-    <!-- 格式化输出：%date表示日期，%thread表示线程名，%-5level：级别从左显示5个字符宽度 %msg：日志消息，%n是换行符-->
-    <property name="LOG_PATTERN" value="%date{HH:mm:ss.SSS} [%thread] %-5level %logger{36} - %msg%n" />
-    <!-- 定义日志存储的路径，不要配置相对路径 -->
-    <property name="LOG_FILE_PATH" value="E:/logs/demo.%d{yyyy-MM-dd}.%i.log" />
-
-    <!-- 控制台输出日志 -->
-    <appender name="CONSOLE" class="ch.qos.logback.core.ConsoleAppender">
-        <encoder>
-            <!-- 按照上面配置的LOG_PATTERN来打印日志 -->
-            <pattern>${LOG_PATTERN}</pattern>
-        </encoder>
-    </appender>
-
-    <!--每天生成一个日志文件，保存30天的日志文件。rollingFile是用来切分文件的 -->
-    <appender name="FILE"
-              class="ch.qos.logback.core.rolling.RollingFileAppender">
-        <rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
-            <fileNamePattern>${LOG_FILE_PATH}</fileNamePattern>
-            <!-- keep 15 days' worth of history -->
-            <maxHistory>30</maxHistory>
-            <timeBasedFileNamingAndTriggeringPolicy class="ch.qos.logback.core.rolling.SizeAndTimeBasedFNATP">
-                <!-- 日志文件的最大大小 -->
-                <maxFileSize>20MB</maxFileSize>
-            </timeBasedFileNamingAndTriggeringPolicy>
-        </rollingPolicy>
-
-        <encoder>
-            <pattern>${LOG_PATTERN}</pattern>
-        </encoder>
-    </appender>
-    <!-- project default level项目输出的日志级别 -->
-    <logger name="com.example.demo" level="DEBUG" />
-
-    <!-- 日志输出级别 常用的日志级别按照从高到低依次为：ERROR、WARN、INFO、DEBUG。 -->
-    <root level="INFO">
-        <appender-ref ref="CONSOLE" />
-        <appender-ref ref="FILE" /><!--对应appender name="FILE"。 -->
-    </root>
-</configuration>

src/test/java/com/zdjizhi/function/Base64Test.java

@@ -0,0 +1,75 @@
+package com.zdjizhi.function;
+
+import cn.hutool.core.codec.Base64;
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import org.junit.Test;
+
+import java.io.UnsupportedEncodingException;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.function
+ * @Description:
+ * @date 2022/11/39:36
+ */
+public class Base64Test {
+    private static final Log logger = LogFactory.get();
+
+    /**
+     * 根据编码解码base64(hutool)
+
+     * @return 解码字符串
+     */
+    @Test
+    public void decodeBase64Hutool() {
+        try {
+            System.out.println(Base64.decodeStr("bWFpbF90ZXN0X2VuZ2xpc2gudHh0"));
+            System.out.println(Base64.decodeStr("aGVsbG8="));
+        } catch (RuntimeException e) {
+            logger.error("Resolve Base64 exception, exception information:" + e.getMessage());
+            e.printStackTrace();
+        }
+    }
+
+
+    /**
+     * 根据编码解码base64
+
+     * @return 解码字符串
+     */
+    @Test
+    public void encodeBase64() {
+        try {
+            System.out.println(java.util.Base64.getUrlEncoder().encodeToString("runoob?java8".getBytes("ISO-8859-1")));
+            System.out.println(java.util.Base64.getUrlEncoder().encodeToString("runoob?java8".getBytes("utf-8")));
+
+        } catch (RuntimeException e) {
+            logger.error("Resolve Base64 exception, exception information:" + e.getMessage());
+            e.printStackTrace();
+        } catch (UnsupportedEncodingException e) {
+            e.printStackTrace();
+        }
+    }
+
+    /**
+     * 根据编码解码base64
+
+     * @return 解码字符串
+     */
+    @Test
+    public void decodeBase64() {
+        try {
+            byte[] base64decodedBytes = java.util.Base64.getDecoder().decode("bWFpbF90ZXN0X2VuZ2xpc2gudHh0");
+
+            System.out.println("原始字符串: " + new String(base64decodedBytes, "utf-8"));
+            System.out.println("原始字符串: " + new String(base64decodedBytes));
+
+        } catch (RuntimeException e) {
+            logger.error("Resolve Base64 exception, exception information:" + e.getMessage());
+            e.printStackTrace();
+        } catch (UnsupportedEncodingException e) {
+            e.printStackTrace();
+        }
+    }
+}

src/test/java/com/zdjizhi/function/EncryptorTest.java

@@ -0,0 +1,53 @@
+package com.zdjizhi.function;
+
+import org.jasypt.encryption.pbe.StandardPBEStringEncryptor;
+import org.junit.Test;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi
+ * @Description:
+ * @date 2022/3/1610:55
+ */
+public class EncryptorTest {
+
+
+    @Test
+    public void passwordTest(){
+        StandardPBEStringEncryptor encryptor = new StandardPBEStringEncryptor();
+        // 配置加密解密的密码/salt值
+        encryptor.setPassword("galaxy");
+        // 对"raw_password"进行加密：S5kR+Y7CI8k7MaecZpde25yK8NKUnd6p
+        String kafkaUser = encryptor.encrypt("admin");
+        String kafkaPin = encryptor.encrypt("galaxy2019");
+        String nacosPin = encryptor.encrypt("nacos");
+        String nacosUser = encryptor.encrypt("nacos");
+
+        System.out.println("Kafka:\n"+"The username is: "+kafkaUser);
+        System.out.println("The pin is: "+kafkaPin);
+        System.out.println("Nacos:\n"+"The username is: "+nacosUser);
+        System.out.println("The pin is: "+nacosPin);
+        // 再进行解密：raw_password
+        System.out.println("Kafka:\n"+"The username is: "+encryptor.decrypt(kafkaUser));
+        System.out.println("The pin is: "+encryptor.decrypt(kafkaPin));
+
+        System.out.println("Nacos:\n"+"The username is: "+encryptor.decrypt(nacosUser));
+        System.out.println("The pin is: "+encryptor.decrypt(nacosPin));
+        System.out.println("------------------------------------------------------");
+
+        System.out.println("The vknRT6U4I739rLIha9CvojM+4uFyXZLEYpO2HZayLnRak1HPW0K2yZ3vnQBA2foo decryption result is: "+encryptor.decrypt("vknRT6U4I739rLIha9CvojM+4uFyXZLEYpO2HZayLnRak1HPW0K2yZ3vnQBA2foo"));
+        System.out.println("The SU05WiYTLLrF+cVZ410gJdrfEgxgnYG9RGsI+3dZZq54XFLOXEzOvRuMAvLlBf4k decryption result is: "+encryptor.decrypt("SU05WiYTLLrF+cVZ410gJdrfEgxgnYG9RGsI+3dZZq54XFLOXEzOvRuMAvLlBf4k"));
+        System.out.println("The qUA355VopKSx6kwwwXZwqWWEYSu76Slz decryption result is: "+encryptor.decrypt("qUA355VopKSx6kwwwXZwqWWEYSu76Slz"));
+        System.out.println("The sJ9iiTeE/7moI2hKn8asMg== decryption result is: "+encryptor.decrypt("sJ9iiTeE/7moI2hKn8asMg=="));
+        System.out.println("The 63aTpwv2vH0vPikW+3Jjig== decryption result is: "+encryptor.decrypt("63aTpwv2vH0vPikW+3Jjig=="));
+        System.out.println("The Ei1P4R1e5KTdJR+ZVnBmug== decryption result is: "+encryptor.decrypt("Ei1P4R1e5KTdJR+ZVnBmug=="));
+        System.out.println("The iW8ekP1SZC6v/7cfJKAqXXrjApJox+cH decryption result is: "+encryptor.decrypt("iW8ekP1SZC6v/7cfJKAqXXrjApJox+cH"));
+        System.out.println("The TV7Jm4dQCE/LJznp4iTm4ICkBscquv9G decryption result is: "+encryptor.decrypt("TV7Jm4dQCE/LJznp4iTm4ICkBscquv9G"));
+        System.out.println("The LDEb2OekU7iZWiFw6pUYBSozVKP27r1y decryption result is: "+encryptor.decrypt("LDEb2OekU7iZWiFw6pUYBSozVKP27r1y"));
+
+        StandardPBEStringEncryptor encryptorCM = new StandardPBEStringEncryptor();
+        encryptorCM.setPassword("bifang-api");
+        System.out.println("The Zp65tFN3CsAXwpNfgfjZ0PrquSrokM1c decryption result is: "+encryptorCM.decrypt("Zp65tFN3CsAXwpNfgfjZ0PrquSrokM1c"));
+    }
+
+}

src/test/java/com/zdjizhi/function/GtpcTest.java

@@ -0,0 +1,47 @@
+package com.zdjizhi.function;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.zdjizhi.tools.connections.hbase.HBaseUtils;
+import com.zdjizhi.tools.json.JsonPathUtil;
+import org.junit.Test;
+
+import java.util.HashMap;
+
+public class GtpcTest {
+    private static final Log logger = LogFactory.get();
+
+    @Test
+    public void gtpcMatch() {
+        String param = "$.[?(@.tunnels_schema_type=='GTP')].gtp_endpoint_a2b_teid,$.[?(@.tunnels_schema_type=='GTP')].gtp_endpoint_b2a_teid";
+        String logValue = "[{\"tunnels_schema_type\":\"GTP\",\"gtp_endpoint_a2b_teid\":4129335432,\"gtp_endpoint_b2a_teid\":4129335434,\"gtp_sgw_ip\":\"120.36.3.97\",\"gtp_pgw_ip\":\"43.224.53.100\",\"gtp_sgw_port\":2152,\"gtp_pgw_port\":51454},{\"tunnels_schema_type\":\"ETHERNET\",\"source_mac\":\"80:69:33:ea:a5:57\",\"destination_mac\":\"14:09:dc:df:a3:40\"}]";
+        String appendToKey = "common_imsi,common_imei,common_phone_number";
+
+        try {
+            String teid = null;
+            String[] exprs = param.split(FlowWriteConfig.FORMAT_SPLITTER);
+            for (String expr : exprs) {
+                String value = JsonPathUtil.analysis(logValue, expr).toString();
+                if (value != null) {
+                    teid = value;
+                    break;
+                }
+            }
+            System.out.println(teid);
+            if (teid != null) {
+                String[] appendToKeys = appendToKey.split(FlowWriteConfig.FORMAT_SPLITTER);
+                HashMap<String, Object> userData = HBaseUtils.getGtpData(teid);
+                if (userData != null) {
+                    for (String key : appendToKeys) {
+                        System.out.println(userData.get(key).toString());
+                    }
+                } else {
+                    logger.warn("Description The user whose TEID is " + teid + " was not matched!");
+                }
+            }
+        } catch (RuntimeException re) {
+            logger.error("An exception occurred in teid type conversion or parsing of user information!" + re);
+        }
+    }
+}

src/test/java/com/zdjizhi/function/HBaseTest.java

@@ -0,0 +1,239 @@
+package com.zdjizhi.function;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.geedgenetworks.utils.StringUtil;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hbase.HBaseConfiguration;
+import org.apache.hadoop.hbase.TableName;
+import org.apache.hadoop.hbase.client.*;
+import org.apache.hadoop.hbase.util.Bytes;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi
+ * @Description:
+ * @date 2021/12/310:42
+ */
+public class HBaseTest {
+    private static final Log logger = LogFactory.get();
+    private static Map<String, String> radiusMap = new ConcurrentHashMap<>(16);
+
+    private static Map<String,HashMap<String, Object>> gtpcMap = new ConcurrentHashMap<>(16);
+
+    @Test
+    public void getColumn() {
+        // 管理Hbase的配置信息
+        Configuration configuration = HBaseConfiguration.create();
+        // 设置zookeeper节点
+        configuration.set("hbase.zookeeper.quorum", "192.168.44.12:2181");
+        configuration.set("hbase.client.retries.number", "1");
+        configuration.set("hbase.client.pause", "50");
+        configuration.set("hbase.rpc.timeout", "3000");
+        configuration.set("zookeeper.recovery.retry", "1");
+        configuration.set("zookeeper.recovery.retry.intervalmill", "200");
+        try {
+            System.out.println(System.currentTimeMillis());
+            Connection connection = ConnectionFactory.createConnection(configuration);
+            Table table = connection.getTable(TableName.valueOf("tsg_galaxy:relation_framedip_account"));
+            Scan scan2 = new Scan();
+            ResultScanner scanner = table.getScanner(scan2);
+            for (Result result : scanner) {
+                int acctStatusType;
+                boolean hasType = result.containsColumn(Bytes.toBytes("radius"), Bytes.toBytes("acct_status_type"));
+                if (hasType) {
+                    acctStatusType = Bytes.toInt(result.getValue(Bytes.toBytes("radius"), Bytes.toBytes("acct_status_type")));
+                } else {
+                    acctStatusType = 3;
+                }
+                String framedIp = Bytes.toString(result.getValue(Bytes.toBytes("radius"), Bytes.toBytes("framed_ip")));
+                String account = Bytes.toString(result.getValue(Bytes.toBytes("radius"), Bytes.toBytes("account")));
+                System.out.println("status" + acctStatusType + "key:" + framedIp + "value:" + account);
+            }
+        } catch (IOException e) {
+            e.printStackTrace();
+        }finally {
+            System.out.println(System.currentTimeMillis());
+        }
+    }
+
+
+    @Test
+    public void getGtpcData() {
+        // 管理Hbase的配置信息
+        Configuration configuration = HBaseConfiguration.create();
+        // 设置zookeeper节点
+        configuration.set("hbase.zookeeper.quorum", "192.168.44.12:2181");
+        configuration.set("hbase.client.retries.number", "1");
+        configuration.set("hbase.client.pause", "50");
+        configuration.set("hbase.rpc.timeout", "3000");
+        configuration.set("zookeeper.recovery.retry", "1");
+        configuration.set("zookeeper.recovery.retry.intervalmill", "200");
+        long begin = System.currentTimeMillis();
+        ResultScanner scanner = null;
+        try {
+            Connection connection = ConnectionFactory.createConnection(configuration);
+            Table table = connection.getTable(TableName.valueOf(FlowWriteConfig.HBASE_GTPC_TABLE_NAME));
+            Scan scan2 = new Scan();
+            scanner = table.getScanner(scan2);
+            for (Result result : scanner) {
+                String upLinkTeid = getTeid(result, "uplink_teid");
+                String downLinkTeid = getTeid(result, "downlink_teid");
+                String phoneNumber = getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "phone_number").trim();
+                String imsi = getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "imsi").trim();
+                String imei = getString(result, FlowWriteConfig.GTPC_FAMILY_NAME, "imei").trim();
+                Long lastUpdateTime = getLong(result, FlowWriteConfig.GTPC_FAMILY_NAME, "last_update_time");
+
+                HashMap<String, Object> buildUserData = buildUserData(phoneNumber, imsi, imei, lastUpdateTime);
+
+                if (FlowWriteConfig.DEFAULT_RELATIONSHIP_MODULE.equals(FlowWriteConfig.DATA_RELATIONSHIP_MODEL)) {
+                    String vsysId = getVsysId(result).trim();
+                    updateCache(gtpcMap, upLinkTeid+vsysId, buildUserData, lastUpdateTime);
+                    updateCache(gtpcMap, downLinkTeid+vsysId, buildUserData, lastUpdateTime);
+                } else {
+                    updateCache(gtpcMap, upLinkTeid, buildUserData, lastUpdateTime);
+                    updateCache(gtpcMap, downLinkTeid, buildUserData, lastUpdateTime);
+                }
+            }
+            logger.warn("The obtain the number of GTP-C relationships : " + gtpcMap.size());
+            logger.warn("The time spent to obtain GTP-C relationships : " + (System.currentTimeMillis() - begin));
+        } catch (IOException | RuntimeException e) {
+            logger.error("The relationship between USER and TEID obtained from HBase is abnormal! message is :" + e);
+            e.printStackTrace();
+        } finally {
+            if (scanner != null) {
+                scanner.close();
+            }
+        }
+
+        for (String key : gtpcMap.keySet()){
+            System.out.println(key +"---"+gtpcMap.get(key));
+        }
+    }
+
+    /**
+     * 获取HBase内String类型的值
+     *
+     * @param result     结果集
+     * @param familyName 列族名称
+     * @param columnName 列名称
+     * @return 结果数据
+     */
+    private static String getString(Result result, String familyName, String columnName) {
+        byte[] familyBytes = Bytes.toBytes(familyName);
+        byte[] columnBytes = Bytes.toBytes(columnName);
+        boolean contains = result.containsColumn(familyBytes, columnBytes);
+        if (contains) {
+            String data = Bytes.toString(result.getValue(familyBytes, columnBytes)).trim();
+            if (StringUtil.isNotBlank(data)) {
+                return data;
+            }
+        }
+
+        return "";
+    }
+
+    /**
+     * 获取HBase内String类型的值
+     *
+     * @param result     结果集
+     * @param columnName 列名称
+     * @return 结果数据
+     */
+    private static Long getLong(Result result, String familyName, String columnName) {
+        byte[] familyBytes = Bytes.toBytes(familyName);
+        byte[] columnBytes = Bytes.toBytes(columnName);
+        boolean contains = result.containsColumn(familyBytes, columnBytes);
+        if (contains) {
+            return Bytes.toLong(result.getValue(familyBytes, columnBytes));
+        }
+        return 0L;
+    }
+
+    /**
+     * 获取HBase内String类型的值
+     *
+     * @param result     结果集
+     * @param columnName 列名称
+     * @return 结果数据
+     */
+    private static String getTeid(Result result, String columnName) {
+        byte[] familyBytes = Bytes.toBytes(FlowWriteConfig.GTPC_FAMILY_NAME);
+        byte[] columnBytes = Bytes.toBytes(columnName);
+        boolean contains = result.containsColumn(familyBytes, columnBytes);
+        if (contains) {
+            String data = String.valueOf(Bytes.toLong(result.getValue(familyBytes, columnBytes))).trim();
+            if (StringUtil.isNotBlank(data)) {
+                return data;
+            }
+        }
+        return "0";
+    }
+
+    /**
+     * 构建用户信息
+     *
+     * @param phoneNumber 手机号
+     * @param imsi        用户标识
+     * @param imei        设备标识
+     * @return 用户信息
+     */
+    private static HashMap<String, Object> buildUserData(String phoneNumber, String imsi, String imei, Long lastUpdateTime) {
+        HashMap<String, Object> tmpMap = new HashMap<>(4);
+        tmpMap.put("common_phone_number", phoneNumber);
+        tmpMap.put("common_imsi", imsi);
+        tmpMap.put("common_imei", imei);
+        tmpMap.put("last_update_time", lastUpdateTime);
+        return tmpMap;
+    }
+
+
+    /**
+     * 获取HBase内String类型的值
+     *
+     * @param result 结果集
+     * @return 结果数据
+     */
+    static String getVsysId(Result result) {
+        byte[] familyBytes = Bytes.toBytes("common");
+        byte[] columnBytes = Bytes.toBytes("vsys_id");
+        boolean contains = result.containsColumn(familyBytes, columnBytes);
+        if (contains) {
+            String data = String.valueOf(Bytes.toInt(result.getValue(familyBytes, columnBytes))).trim();
+            if (StringUtil.isNotBlank(data)) {
+                return data;
+            }
+        }
+        return "1";
+    }
+
+    /**
+     * 判断缓存与新获取的数据时间戳大小，若大于缓存内记录的时间戳；则更新缓存
+     *
+     * @param gtpcMap        缓存集合
+     * @param key            上下行teid
+     * @param userData       获取HBase内的用户信息
+     * @param lastUpdateTime 该用户信息最后更新时间
+     */
+    private static void updateCache(Map<String, HashMap<String, Object>> gtpcMap, String key, HashMap<String, Object> userData, Long lastUpdateTime) {
+        if (StringUtil.isNotBlank(key)){
+            if (gtpcMap.containsKey(key)) {
+                Long oldUpdateTime = Long.parseLong(gtpcMap.get(key).get("last_update_time").toString());
+                if (lastUpdateTime > oldUpdateTime) {
+                    gtpcMap.put(key, userData);
+                }
+            } else {
+                gtpcMap.put(key, userData);
+            }
+        }
+    }
+
+
+}

src/test/java/com/zdjizhi/function/IpLookupTest.java

@@ -0,0 +1,165 @@
+package com.zdjizhi.function;
+
+import cn.hutool.core.io.IoUtil;
+import cn.hutool.core.io.file.FileReader;
+import cn.hutool.crypto.digest.DigestUtil;
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.geedgenetworks.utils.GalaxyDataBaseReader;
+import com.geedgenetworks.utils.IpLookupV2;
+import com.maxmind.db.CHMCache;
+import com.maxmind.db.Reader;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.zdjizhi.tools.connections.http.HttpClientService;
+import org.apache.commons.io.IOUtils;
+import org.junit.Test;
+
+import java.io.*;
+import java.net.InetAddress;
+import java.util.Map;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi
+ * @Description:
+ * @date 2021/11/611:38
+ */
+public class IpLookupTest {
+    private static final Log logger = LogFactory.get();
+    private static final String DAT_FILEPATH = "D:\\workerspace\\dat\\";
+
+
+    @Test
+    public void ipLookupDatabaseTest() {
+
+        IpLookupV2.Builder ipLookupBuilder = new IpLookupV2.Builder(false);
+
+        ipLookupBuilder.loadDataFileV4(DAT_FILEPATH + "ip_v4_built_in.mmdb");
+//        ipLookupBuilder.loadDataFileV6(DAT_FILEPATH + "ip_v6_built_in.mmdb");
+//        ipLookupBuilder.loadDataFilePrivateV4(DAT_FILEPATH + "ip_v4_user_defined.mmdb");
+//        ipLookupBuilder.loadDataFilePrivateV6(DAT_FILEPATH + "ip_v6_user_defined.mmdb");
+//        ipLookupBuilder.loadAsnDataFile(DAT_FILEPATH + "asn_v4.mmdb");
+//        ipLookupBuilder.loadAsnDataFileV6(DAT_FILEPATH + "asn_v6.mmdb");
+        IpLookupV2 ipLookup = ipLookupBuilder.build();
+
+
+//        String ip = "23.200.74.224";
+        String ip = "121.14.89.209";
+
+        try {
+            System.out.println(ipLookup.cityLookup(ip));
+            System.out.println(ipLookup.cityLookupDetail(ip));
+            System.out.println(ipLookup.cityLatLngLookup(ip));
+            System.out.println(ipLookup.provinceLookup(ip));
+            System.out.println(ipLookup.administrativeAreaLookupDetail(ip));
+            System.out.println(ipLookup.countryLookup(ip));
+            System.out.println(ipLookup.locationLookupDetail(ip));
+            System.out.println(ipLookup.administrativeAreaLookupDetail(ip));
+            System.out.println(ipLookup.infoLookupToJSONString(ip));
+
+            //ASN
+            System.out.println(ipLookup.asnLookup(ip));
+            System.out.println(ipLookup.asnLookupInfo(ip));
+            System.out.println(ipLookup.asnLookupDetail(ip));
+            System.out.println(ipLookup.asnLookupOrganization(ip));
+
+        } catch (NullPointerException npe) {
+            logger.error("The MMDB file is not loaded or IP is null! " + npe.getMessage());
+        } catch (RuntimeException e) {
+            logger.error("Get clientIP location error! " + e.getMessage());
+        }
+    }
+
+
+    @Test
+    public void ipLookupForBytesTest() {
+        InputStream inputStream = null;
+        try {
+            String url = "http://192.168.44.12:9098/hos/knowledge_base_hos_bucket/d2ab3313-1941-4847-84fa-5dbbd8a9007f-aXBfdjRfYnVpbHRfaW4=.mmdb";
+            HttpClientService httpClientService = new HttpClientService();
+            inputStream = httpClientService.httpGetInputStream(url, 3000);
+            Reader reader = new Reader(inputStream, new CHMCache());
+            InetAddress ipAddress = InetAddress.getByName("121.14.89.209");
+            Map map = reader.get(ipAddress, Map.class);
+            System.out.println(map.toString());
+        } catch (IOException e) {
+            e.printStackTrace();
+        } finally {
+            IoUtil.close(inputStream);
+        }
+    }
+
+
+    @Test
+    public void ipLookupInputStreamTest() {
+        InputStream asnInputStream = null;
+        InputStream ipv4InputStream = null;
+        String ip = "114.64.231.114";
+        try {
+            HttpClientService httpClientService = new HttpClientService();
+            String asnUrl = "http://192.168.44.12:9098/hos/knowledge_base_hos_bucket/1b96764c-59dd-4d6b-8edb-623705f708a5-YXNuX3Y0.mmdb";
+            String ipv4Url = "http://192.168.44.12:9098/hos/knowledge_base_hos_bucket/24cb6a74-f048-4672-988f-112858427a3b-aXBfdjRfYnVpbHRfaW4=.mmdb";
+            asnInputStream = httpClientService.httpGetInputStream(asnUrl, 3000);
+            ipv4InputStream = httpClientService.httpGetInputStream(ipv4Url, 3000);
+
+            IpLookupV2 ipLookup = new IpLookupV2.Builder(false)
+                    .loadDataFileV4(ipv4InputStream)
+                    .loadAsnDataFileV4(asnInputStream)
+                    .build();
+
+            System.out.println(ipLookup.cityLookup(ip));
+            System.out.println(ipLookup.cityLookupDetail(ip));
+            System.out.println(ipLookup.cityLatLngLookup(ip));
+            System.out.println(ipLookup.provinceLookup(ip));
+            System.out.println(ipLookup.administrativeAreaLookupDetail(ip));
+            System.out.println(ipLookup.countryLookup(ip));
+            System.out.println(ipLookup.locationLookupDetail(ip));
+            System.out.println(ipLookup.asnLookup(ip));
+            System.out.println(ipLookup.administrativeAreaLookupDetail(ip));
+
+        } catch (NullPointerException npe) {
+            logger.error("The MMDB file is not loaded or IP is null! " + npe.getMessage());
+        } catch (RuntimeException e) {
+            logger.error("Get clientIP location error! " + e.getMessage());
+        } finally {
+            IoUtil.close(asnInputStream);
+            IoUtil.close(ipv4InputStream);
+        }
+    }
+
+
+    @Test
+    public void inputLookupTest() {
+//        String ip = "121.14.89.209";
+//
+        byte[] localFile = new FileReader(DAT_FILEPATH + "built_in_ip_location.mmdb").readBytes();
+        String localFileSha256 = DigestUtil.sha256Hex(localFile);
+        System.out.println("本地文件SHA256："+localFileSha256);
+//
+//        IpLookupV2 ipLookup = new IpLookupV2.Builder(false)
+//                .loadDataFileV4(DAT_FILEPATH + "built_in_ip_location.mmdb").build();
+//
+//        System.out.println(ipLookup.infoLookup(ip));
+
+        try {
+            HttpClientService httpClientService = new HttpClientService();
+            InputStream inputStream = httpClientService.httpGetInputStream("http://192.168.44.55:9098/hos/knowledge_base_hos_bucket/9b1ce6b4-024d-4343-80d5-6e6dc0ad0863-aXA0.mmdb", FlowWriteConfig.HTTP_SOCKET_TIMEOUT);
+            byte[] bytes = IOUtils.toByteArray(inputStream);
+            String downloadFileSha256 = DigestUtil.sha256Hex(bytes);
+            InputStream byteArrayInputStream = new ByteArrayInputStream(bytes);
+
+            System.out.println("HOS下载文件2 SHA256：" + downloadFileSha256);
+            System.out.println("HOS下载文件2 size：" + bytes.length);
+
+//            IpLookupV2 ipLookup2 = new IpLookupV2.Builder(false)
+//                    .loadDataFileV4(byteArrayInputStream).build();
+            new GalaxyDataBaseReader.Builder(byteArrayInputStream).withCache(new CHMCache()).build();
+            InputStream inputStream1 = httpClientService.httpGetInputStream("http://192.168.44.55:9098/hos/knowledge_base_hos_bucket/9b1ce6b4-024d-4343-80d5-6e6dc0ad0863-aXA0.mmdb", FlowWriteConfig.HTTP_SOCKET_TIMEOUT);
+            new GalaxyDataBaseReader.Builder(inputStream1).withCache(new CHMCache()).build();
+//            System.out.println(ipLookup2.infoLookup(ip));
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+}

src/test/java/com/zdjizhi/function/TimestampTest.java

@@ -0,0 +1,89 @@
+package com.zdjizhi.function;
+
+import org.junit.Test;
+
+import java.time.*;
+import java.time.format.DateTimeFormatter;
+import java.util.Collections;
+import java.util.concurrent.TimeUnit;
+
+public class TimestampTest {
+
+    @Test
+    public void timestampToDate() {
+        System.out.println(getLocalDateTime(1693905281L, 0, "Asia/Shanghai"));
+        System.out.println(getLocalDateTime(1693905281048L, 3, "Asia/Shanghai"));
+        System.out.println(getLocalDateTime(1693905281048L, 6, "Asia/Shanghai"));
+        System.out.println(getLocalDateTime(1693905281048L, 9, "UTC+03:00"));
+        System.out.println(getZoneDateTime(1693905281L, 3, "Asia/Shanghai"));
+        System.out.println(getZoneDateTime(1693905281048L, 6, "Asia/Shanghai"));
+    }
+
+
+    @Test
+    public void timestampConversion() {
+        long nanosTimestamp = 1630988475000000000L; // 纳秒级时间戳
+        System.out.println("纳秒级时间戳: " + timestampToSeconds(nanosTimestamp));
+
+        long microsTimestamp = 1630988475000000L; // 微秒级时间戳
+        System.out.println("微秒级时间戳: " + timestampToSeconds(microsTimestamp));
+
+        long millisTimestamp = 1693969952127L; // 微秒级时间戳
+        System.out.println("毫秒级时间戳: " + timestampToSeconds(millisTimestamp));
+
+        long errorTimestamp = 169396995L; // 微秒级时间戳
+        System.out.println("异常时间戳: " + timestampToSeconds(errorTimestamp));
+    }
+
+    private Long timestampToSeconds(long timestamp) {
+        int timestampLength = Long.toString(timestamp).length();
+        switch (timestampLength) {
+            case 13:
+                return TimeUnit.MILLISECONDS.toSeconds(timestamp);
+            case 16:
+                return TimeUnit.MICROSECONDS.toSeconds(timestamp);
+            case 19:
+                return TimeUnit.NANOSECONDS.toSeconds(timestamp);
+            default:
+//                throw new RuntimeException("This timestamp:" + timestamp + " format is not nanosecond, microsecond, millisecond, or second");
+                return timestamp;
+        }
+    }
+
+    private String getLocalDateTime(Long timestamp, int precision, String timeZone) {
+        boolean isMillis = String.valueOf(timestamp).length() > 10;
+        String timePattern = "yyyy-MM-dd HH:mm:ss";
+        if (precision > 0) {
+            String s = String.join("", Collections.nCopies(precision, "S"));
+            timePattern = String.join(".", timePattern, s);
+        }
+        DateTimeFormatter formatter = DateTimeFormatter.ofPattern(timePattern);
+
+        Instant instant;
+        if (isMillis) {
+            instant = Instant.ofEpochMilli(timestamp);
+        } else {
+            instant = Instant.ofEpochSecond(timestamp);
+        }
+        return LocalDateTime.ofInstant(instant, ZoneId.of(timeZone)).format(formatter);
+    }
+
+
+    private String getZoneDateTime(Long timestamp, int precision, String timeZone) {
+        boolean isMillis = String.valueOf(timestamp).length() > 10;
+        String timePattern = "yyyy-MM-dd'T'HH:mm:ss.";
+        if (precision > 0) {
+            String s = String.join("", Collections.nCopies(precision, "S"));
+            timePattern = String.join("", timePattern, s, "XXX");
+        }
+        DateTimeFormatter formatter = DateTimeFormatter.ofPattern(timePattern);
+
+        Instant instant;
+        if (isMillis) {
+            instant = Instant.ofEpochMilli(timestamp);
+        } else {
+            instant = Instant.ofEpochSecond(timestamp);
+        }
+        return ZonedDateTime.ofInstant(instant, ZoneId.of(timeZone)).format(formatter);
+    }
+}

src/test/java/com/zdjizhi/function/TopDomainTest.java

@@ -0,0 +1,39 @@
+package com.zdjizhi.function;
+
+import com.google.common.net.InternetDomainName;
+import com.geedgenetworks.utils.FormatUtils;
+import org.junit.Test;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.function
+ * @Description:
+ * @date 2023/7/2413:55
+ */
+public class TopDomainTest {
+
+
+    @Test
+    public void getTopDomainTest() {
+        String host = "heartsofsteel-.tumblr.com";
+        System.out.println(FormatUtils.getTopPrivateDomain(host));
+        host = "heartsofsteel.tumblr.com";
+        System.out.println(FormatUtils.getTopPrivateDomain(host));
+
+
+//        String sni = "www.googleapis.com";
+        String sni = "juicebox-.tumblr.com";
+        String domain = FormatUtils.getDomain(sni);
+        System.out.println(domain);
+        System.out.println(FormatUtils.getTopPrivateDomain(sni));
+
+        System.out.println(InternetDomainName.isValid(sni));
+        System.out.println(InternetDomainName.isValid(domain));
+
+        InternetDomainName internetDomainName = InternetDomainName.from(domain);
+        if (internetDomainName.isUnderPublicSuffix()) {
+            System.out.println(internetDomainName.topPrivateDomain().toString());
+        }
+    }
+
+}

src/test/java/com/zdjizhi/hdfs/FileUtilsTest.java

@@ -0,0 +1,75 @@
+package com.zdjizhi.hdfs;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.zdjizhi.common.FlowWriteConfig;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.*;
+import org.apache.hadoop.io.IOUtils;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.net.URI;
+import java.net.URISyntaxException;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.tools.connections.hadoop
+ * @Description:
+ * @date 2022/11/217:57
+ */
+public class FileUtilsTest {
+    private static final Log logger = LogFactory.get();
+
+    private static FileSystem fileSystem;
+
+    static {
+        Configuration configuration = new Configuration();
+        try {
+            configuration.set("fs.defaultFS","hdfs://ns1");
+            configuration.set("hadoop.proxyuser.root.hosts","*");
+            configuration.set("hadoop.proxyuser.root.groups","*");
+            configuration.set("ha.zookeeper.quorum","192.168.44.83:2181,192.168.44.84:2181,192.168.44.85:2181");
+            configuration.set("dfs.nameservices","ns1");
+            configuration.set("dfs.ha.namenodes.ns1","nn1,nn2");
+            configuration.set("dfs.namenode.rpc-address.ns1.nn1","192.168.44.85:9000");
+            configuration.set("dfs.namenode.rpc-address.ns1.nn2","192.168.44.86:9000");
+            configuration.set("dfs.client.failover.proxy.provider.ns1","org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider");
+            //创建fileSystem,用于连接hdfs
+            fileSystem = FileSystem.get(configuration);
+        } catch (IOException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    @Test
+    public void mkdir() throws Exception{
+        fileSystem.mkdirs(new Path("/knowledgebase/test"));
+    }
+
+    @Test
+    public void create() throws Exception{
+        FSDataOutputStream outputStream = fileSystem.create(new Path("/knowledgebase/test/test.txt"));
+        outputStream.write("Hello World".getBytes());
+        outputStream.flush();
+        outputStream.close();
+    }
+
+    @Test
+    public void cat() throws Exception{
+        FSDataInputStream inputStream = fileSystem.open(new Path("/knowledgebase/test/test.txt"));
+        IOUtils.copyBytes(inputStream, System.out, 1024);
+        inputStream.close();
+    }
+
+    @Test
+    public void rename() throws Exception{
+        fileSystem.rename(new Path("/knowledgebase/test/test.txt"), new Path("/knowledgebase/test/test1.txt"));
+    }
+
+    @Test
+    public void delete() throws Exception{
+        fileSystem.delete(new Path("/knowledgebase/test"),true);//是否递归删除
+    }
+}
+

src/test/java/com/zdjizhi/hos/hosUtilsTest.java

@@ -0,0 +1,100 @@
+package com.zdjizhi.hos;
+
+import cn.hutool.core.io.IoUtil;
+import com.fasterxml.jackson.databind.JsonNode;
+import com.google.common.base.Joiner;
+import com.maxmind.db.CHMCache;
+import com.maxmind.db.Reader;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.zdjizhi.tools.connections.http.HttpClientService;
+import com.geedgenetworks.utils.StringUtil;
+import org.junit.Test;
+
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.net.InetAddress;
+import java.util.Map;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.hos
+ * @Description:
+ * @date 2022/11/713:55
+ */
+public class hosUtilsTest {
+
+    @Test
+    public void downloadToLocalTest() {
+        FileOutputStream outputStream = null;
+        InputStream inputStream = null;
+        try {
+            String url = "http://192.168.44.242:9098/hos/knowledge_base_hos_bucket/0773846a-87df-4869-a5b7-815eda384b92-aXBfdjRfYnVpbHRfaW4=.mmdb";
+
+            HttpClientService httpClientService = new HttpClientService();
+            inputStream = httpClientService.httpGetInputStream(url, 3000);
+
+            File file = new File(FlowWriteConfig.TOOLS_LIBRARY.concat(File.separator).concat("ip_v4_built_in.mmdb"));
+            if (!file.getParentFile().exists()) {
+                file.getParentFile().mkdir();
+            }
+            outputStream = new FileOutputStream(file);
+            IoUtil.copy(inputStream, outputStream);
+        } catch (IOException | RuntimeException e) {
+            e.printStackTrace();
+        } finally {
+            IoUtil.close(inputStream);
+            IoUtil.close(outputStream);
+        }
+    }
+
+
+    @Test
+    public void locationTest() {
+        InputStream inputStream = null;
+        try {
+//            Header header = new BasicHeader("token", FlowWriteConfig.HOS_TOKEN);
+            String url = "http://192.168.44.12:9098/hos/knowledge_base_hos_bucket/ac0ef83d-f23a-41a0-9c66-51c4e2b4cbc0-aXBfdjRfYnVpbHRfaW4=.mmdb";
+            HttpClientService httpClientService = new HttpClientService();
+            inputStream = httpClientService.httpGetInputStream(url, 3000);
+            Reader reader = new Reader(inputStream, new CHMCache());
+            InetAddress ipAddress = InetAddress.getByName("114.64.231.114");
+            Map map = reader.get(ipAddress, Map.class);
+            if (map != null) {
+                System.out.println(StringUtil.setDefaultIfEmpty(map.toString(), "unkonw").toString());
+                System.out.println(Joiner.on(".").useForNull("").join(map.get("COUNTRY"),
+                        map.get("SUPER_ADMINISTRATIVE_AREA"), map.get("ADMINISTRATIVE_AREA")));
+                System.out.println(Joiner.on(".").useForNull("").join(map.get("COUNTRY"),
+                        map.get("SUPER_ADMINISTRATIVE_AREA"), map.get("ADMINISTRATIVE_AREA")).replace("\"", ""));
+            }
+        } catch (IOException | RuntimeException e) {
+            e.printStackTrace();
+        } finally {
+            IoUtil.close(inputStream);
+        }
+    }
+
+    @Test
+    public void asnTest() {
+        InputStream inputStream = null;
+        try {
+            String url = "http://192.168.44.12:9098/hos/knowledge_base_hos_bucket/95b20b83-e6bd-4d28-85d5-3b4e32da9a3f-aXBfdjRfYnVpbHRfaW4=.mmdb";
+            HttpClientService httpClientService = new HttpClientService();
+            inputStream = httpClientService.httpGetInputStream(url, 3000);
+            Reader reader = new Reader(inputStream, new CHMCache());
+            InetAddress ipAddress = InetAddress.getByName("23.200.74.224");
+            Map map = reader.get(ipAddress, Map.class);
+            if (map != null) {
+                System.out.println(StringUtil.setDefaultIfEmpty(map.get("ASN"), "unkonw").toString());
+                System.out.println(StringUtil.setDefaultIfEmpty(map.get("ASN"), "unkonw").toString().replace("\"", ""));
+                System.out.println(StringUtil.setDefaultIfEmpty(map.toString(), "unkonw").toString());
+            }
+        } catch (IOException | RuntimeException e) {
+            e.printStackTrace();
+        } finally {
+            IoUtil.close(inputStream);
+        }
+    }
+
+}

src/test/java/com/zdjizhi/json/FastJsonTest.java

@@ -0,0 +1,98 @@
+package com.zdjizhi.json;
+
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
+import com.zdjizhi.json.pojo.UserList;
+import com.zdjizhi.json.pojo.UserMap;
+import org.junit.Test;
+
+import java.util.List;
+import java.util.Map;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.json
+ * @Description:
+ * @date 2023/5/2014:02
+ */
+public class FastJsonTest {
+
+    @Test
+    public void pojoTest() {
+        //all right
+        String message = "{\"name\":\"zhangsan\",\"age\":50,\"idcard\":\"140303199999999999\",\"previousaddress\":{\"first\":\"北京\",\"second\":\"上海\"}}";
+        //int error (yes)
+//        String message = "{\"name\":\"zhangsan\",\"age\":\"123\",\"idCard\":\"140303199999999999\",\"previousaddress\":{\"first\":\"北京\",\"second\":\"上海\"}}";
+        //string error (yes)
+//        String message = "{\"name\":123,\"age\":123,\"idCard\":\"140303199999999999\",\"previousaddress\":{\"first\":\"北京\",\"second\":\"上海\"}}";
+        //json error (no)
+//        String message = "{\"name\":\"zhangsan\",\"age\":50,\"idCard\":\"140303199999999999\",\"previousaddress\":\"{\\\"first\\\":\\\"北京\\\",\\\"second\\\":\\\"上海\\\"}\"}";
+
+        UserMap user = JSON.parseObject(message, UserMap.class);
+        System.out.println(user.getName());
+        System.out.println(user.getDevicetag());
+        System.out.println(JSON.toJSONString(user));
+    }
+
+    @Test
+    public void typeCheckTest() {
+        //jsonobject
+        String message = "{\"name\":\"zhangsan\",\"age\":50,\"idcard\":\"123456789\",\"devicetag\":\"{\\\"tags\\\":[{\\\"tag\\\":\\\"group\\\",\\\"value\\\":\\\"7400\\\"},{\\\"tag\\\":\\\"center\\\",\\\"value\\\":\\\"7400\\\"}]}\"}";
+        JSONObject objectTest = JSONObject.parseObject(message);
+
+        for (Map.Entry<String, Object> entry : objectTest.entrySet()) {
+            System.out.println("key:" + entry.getKey() + "————value:" + entry.getValue() + "————class: " + entry.getValue().getClass());
+        }
+        System.out.println("\n输出原始日志：" + objectTest.toString());
+
+        Object previousMap = objectTest.get("devicetag");
+        if (previousMap.getClass() != Map.class) {
+            JSONObject previousObject = JSONObject.parseObject(previousMap.toString());
+            objectTest.put("devicetag", previousObject);
+        }
+        System.out.println("输出转换map类型后的日志：" + objectTest.toString());
+
+        UserMap userMap = objectTest.toJavaObject(UserMap.class);
+        System.out.println(JSON.toJSONString(userMap));
+
+        System.out.println("\n-----------------------------------------------\n");
+
+        //jsonarray
+        message = "{\"name\":\"zhangsan\",\"age\":50,\"idcard\":\"123456789\",\"devicetag\":\"[{\\\"tag\\\":\\\"group\\\",\\\"value\\\":\\\"7400\\\"},{\\\"tag\\\":\\\"center\\\",\\\"value\\\":\\\"7400\\\"}]\"}";
+        JSONObject arrayTest = JSONObject.parseObject(message);
+        for (Map.Entry<String, Object> entry : arrayTest.entrySet()) {
+            System.out.println("key:" + entry.getKey() + "————value:" + entry.getValue() + "————class: " + entry.getValue().getClass());
+        }
+        System.out.println("\n输出原始日志：" + arrayTest.toString());
+
+        Object previousList = arrayTest.get("devicetag");
+        if (previousList.getClass() != List.class) {
+            JSONArray previousArray = JSONArray.parseArray(previousList.toString());
+            arrayTest.put("devicetag", previousArray);
+        }
+        System.out.println("输出转换list类型后的日志：" + arrayTest.toString());
+
+        UserList userList = arrayTest.toJavaObject(UserList.class);
+        System.out.println(JSON.toJSONString(userList));
+
+    }
+
+    @Test
+    public void typeTest() {
+        String message = "{\"name\":\"zhangsan\",\"age\":12,\"object\":{\"name\":\"a\",\"age\":12},\"array\":[{\"one\":1},{\"two\":2}]}";
+        JSONObject objectTest = JSONObject.parseObject(message);
+
+        for (Map.Entry<String, Object> entry : objectTest.entrySet()) {
+            String key = entry.getKey();
+            Class<?> aClass = entry.getValue().getClass();
+
+            System.out.println(key + "---------" + aClass.getSimpleName());
+        }
+        Object bbb = objectTest.get("bbb");
+        if (bbb == null){
+            System.out.println("null");
+        }
+    }
+
+}

src/test/java/com/zdjizhi/json/JsonPathTest.java

@@ -0,0 +1,102 @@
+package com.zdjizhi.json;
+
+import cn.hutool.log.Log;
+import cn.hutool.log.LogFactory;
+import com.alibaba.fastjson2.*;
+import com.alibaba.nacos.api.NacosFactory;
+import com.alibaba.nacos.api.PropertyKeyConst;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.exception.NacosException;
+import com.zdjizhi.common.CommonConfig;
+import com.zdjizhi.common.FlowWriteConfig;
+import org.junit.Test;
+
+import java.util.Properties;
+
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.json
+ * @Description:
+ * @date 2022/3/2410:22
+ */
+public class JsonPathTest {
+
+    private static Properties properties = new Properties();
+
+
+    static {
+        properties.setProperty(PropertyKeyConst.SERVER_ADDR, "192.168.44.12:8848");
+        properties.setProperty(PropertyKeyConst.USERNAME, "nacos");
+        properties.setProperty(PropertyKeyConst.PASSWORD, "nacos");
+    }
+
+    @Test
+    public void konwledgeBaseTest() {
+        try {
+            ConfigService configService = NacosFactory.createConfigService(properties);
+            String schema = configService.getConfig("knowledge_base.json", "DEFAULT_GROUP", 5000);
+//            String KNOWLEDGE_EXPR = "[?(@.version=='latest' && (@.name in ('ip_v4_built_in','ip_v6_built_in','ip_v4_user_defined','ip_v6_user_defined','asn_v4','asn_v6')))]";
+//            String KNOWLEDGE_EXPR = "[?(@.version=='latest' && (@.type in ('ip_location','asn','ip')))]";
+//            String KNOWLEDGE_EXPR = "[?(@.version=='latest' && (@.name in ('ip_v4_built_in','ip_v6_built_in','ip_v4_user_defined','ip_v6_user_defined','asn_v4','asn_v6')) && (@.type in ('ip_location','asn','ip')))]";
+//            String types = "[?(@.type in ('ip_location','asn','ip_user_defined'))]";
+//            String names = "[?(@.name in ('ip_v4_built_in','ip_v6_built_in','asn_v4','asn_v6','内置IP定位库'))]";
+//            String expr = "[?(@.version=='latest')][?(@.type in ('ip_location','asn','ip_user_defined'))]";
+
+//            String expr = "[?(@.version=='latest')][?(@.name == 'QQQ' || (@.type == 'ip_user_defined'))]";
+            String expr = "[?(@.version=='latest')][@.type in ('ip_location','asn','ip')][?(@.name in ('QQQ'))]";
+
+//            JSONPath jsonPath = JSONPath.of(combinationFilterList());
+            JSONPath jsonPath = JSONPath.of(expr);
+
+            String extract = jsonPath.extract(JSONReader.of(schema)).toString();
+
+
+            JSONArray jsonArray = JSON.parseArray(extract);
+            for (int i = 0; i < jsonArray.size(); i++) {
+                System.out.println(jsonArray.getString(i));
+//                KnowlegeBaseMeta knowlegeBaseMeta = JSONObject.parseObject(jsonArray.getString(i), KnowlegeBaseMeta.class);
+//                System.out.println(knowlegeBaseMeta.toString());
+            }
+
+        } catch (NacosException e) {
+            e.printStackTrace();
+        }
+    }
+
+    public static String combinationFilterList() {
+        String[] typeList = CommonConfig.KNOWLEDGEBASE_TYPE_LIST.split(",");
+        String[] nameList = CommonConfig.KNOWLEDGEBASE_NAME_LIST.split(",");
+        String expr = "[?(@.version=='latest')]";
+        // ip_location > 'ip_location'
+
+        if (typeList.length > 1) {
+            StringBuilder typeBuilder = new StringBuilder();
+            typeBuilder.append("[?(@.type in (");
+            for (int i = 0; i < typeList.length; i++) {
+                if (i == typeList.length - 1) {
+                    typeBuilder.append("'").append(typeList[i]).append("'))]");
+                } else {
+                    typeBuilder.append("'").append(typeList[i]).append("',");
+                }
+            }
+            expr = expr + typeBuilder.toString();
+        }
+
+        if (nameList.length > 1) {
+            StringBuilder nameBuilder = new StringBuilder();
+            nameBuilder.append("[?(@.name in (");
+            for (int i = 0; i < nameList.length; i++) {
+                if (i == nameList.length - 1) {
+                    nameBuilder.append("'").append(nameList[i]).append("'))]");
+                } else {
+                    nameBuilder.append("'").append(nameList[i]).append("',");
+                }
+            }
+            expr = expr + nameBuilder.toString();
+        }
+
+        return expr;
+    }
+
+}

src/test/java/com/zdjizhi/json/NewSchemaTest.java

@@ -0,0 +1,223 @@
+package com.zdjizhi.json;
+
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
+import com.alibaba.nacos.api.NacosFactory;
+import com.alibaba.nacos.api.PropertyKeyConst;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.exception.NacosException;
+import com.zdjizhi.common.FlowWriteConfig;
+import org.junit.Test;
+
+import java.util.*;
+
+/**
+ * Applicable to schemas >= TSG22.08
+ *
+ * @author qidaijie
+ * @Package com.zdjizhi.nacos
+ * @Description:
+ * @date 2022/3/1714:57
+ */
+public class NewSchemaTest {
+
+    private static Properties properties = new Properties();
+
+    /**
+     * 获取需要删除字段的列表
+     */
+    private static ArrayList<String> dropList = new ArrayList<>();
+
+    /**
+     * 获取schema指定的有效字段及类型
+     */
+    private static HashMap<String, Class> jsonFieldsMap;
+
+    /**
+     * 获取包含默认值的字段
+     */
+    private static HashMap<String, Object> defaultFieldsMap = new HashMap<>(16);
+
+
+
+
+    static {
+        properties.setProperty(PropertyKeyConst.SERVER_ADDR, "192.168.44.11:8848");
+        properties.setProperty(PropertyKeyConst.NAMESPACE, "f507879a-8b1b-4330-913e-83d4fcdc14bb");
+        properties.setProperty(PropertyKeyConst.USERNAME, "nacos");
+        properties.setProperty(PropertyKeyConst.PASSWORD, "nacos");
+    }
+
+
+    @Test
+    public void newSchemaTest() {
+        try {
+
+            ConfigService configService = NacosFactory.createConfigService(properties);
+            String dataId = "session_record.json";
+            String group = "Galaxy";
+            String schema = configService.getConfig(dataId, group, 5000);
+
+            ArrayList<String[]> newJobList = getNewJobList(schema);
+            for (String[] job : newJobList) {
+                System.out.println(Arrays.toString(job));
+            }
+
+            HashMap<String, Class> fieldsFromSchema = getFieldsFromSchema(schema);
+            for (String key : fieldsFromSchema.keySet()) {
+                System.out.println("fileName:" + key + " Class:" + fieldsFromSchema.get(key));
+
+            }
+        } catch (NacosException e) {
+            e.printStackTrace();
+        }
+    }
+
+
+    /**
+     * 模式匹配，给定一个类型字符串返回一个类类型
+     *
+     * @param type 类型
+     * @return 类类型
+     */
+
+    private static Class getClassName(String type) {
+        Class clazz;
+
+        switch (type) {
+            case "int":
+                clazz = Integer.class;
+                break;
+            case "string":
+                clazz = String.class;
+                break;
+            case "long":
+                clazz = long.class;
+                break;
+            case "array":
+                clazz = List.class;
+                break;
+            case "double":
+                clazz = double.class;
+                break;
+            case "float":
+                clazz = float.class;
+                break;
+            case "char":
+                clazz = char.class;
+                break;
+            case "byte":
+                clazz = byte.class;
+                break;
+            case "boolean":
+                clazz = boolean.class;
+                break;
+            case "short":
+                clazz = short.class;
+                break;
+            default:
+                clazz = String.class;
+        }
+        return clazz;
+    }
+
+    /**
+     * 通过schema来获取所需的字段及字段类型。
+     *
+     * @return 用于反射生成schema类型的对象的一个map集合
+     */
+    private static HashMap<String, Class> getFieldsFromSchema(String schema) {
+        HashMap<String, Class> map = new HashMap<>(256);
+
+        //获取fields，并转化为数组，数组的每个元素都是一个name doc type
+        com.alibaba.fastjson2.JSONObject schemaJson = com.alibaba.fastjson2.JSONObject.parseObject(schema);
+        com.alibaba.fastjson2.JSONArray fields = schemaJson.getJSONArray("fields");
+
+        for (Object field : fields) {
+            String filedStr = field.toString();
+            if (checkKeepField(filedStr)) {
+                com.alibaba.fastjson2.JSONObject fieldJson = com.alibaba.fastjson2.JSONObject.parseObject(filedStr);
+                String name = fieldJson.getString("name");
+                String type = fieldJson.getString("type");
+                if (type.contains("{")) {
+                    com.alibaba.fastjson2.JSONObject types = com.alibaba.fastjson2.JSONObject.parseObject(type);
+                    type = types.getString("type");
+                }
+
+                if (fieldJson.containsKey("default")) {
+                    defaultFieldsMap.put(name, fieldJson.get("default"));
+                }
+                //组合用来生成实体类的map
+                map.put(name, getClassName(type));
+            } else {
+                dropList.add(filedStr);
+            }
+        }
+        return map;
+    }
+
+    /**
+     * 判断字段是否需要保留
+     *
+     * @param message 单个field-json
+     * @return true or false
+     */
+    private static boolean checkKeepField(String message) {
+        boolean isKeepField = true;
+        com.alibaba.fastjson2.JSONObject fieldJson = com.alibaba.fastjson2.JSONObject.parseObject(message);
+        boolean hasDoc = fieldJson.containsKey("doc");
+        if (hasDoc) {
+            com.alibaba.fastjson2.JSONObject doc = com.alibaba.fastjson2.JSONObject.parseObject(fieldJson.getString("doc"));
+            if (doc.containsKey("visibility")) {
+                String visibility = doc.getString("visibility");
+                if ("disabled".equals(visibility)) {
+                    isKeepField = false;
+                }
+            }
+        }
+        return isKeepField;
+    }
+
+
+    /**
+     * 根据http链接获取schema，解析之后返回一个任务列表 (useList toList funcList paramlist)
+     *
+     * @return 任务列表
+     */
+    private static ArrayList<String[]> getNewJobList(String schema) {
+        ArrayList<String[]> list = new ArrayList<>();
+
+        JSONObject schemaJson = JSONObject.parseObject(schema);
+        JSONArray fields = schemaJson.getJSONArray("fields");
+        for (Object field : fields) {
+            JSONObject fieldJson = JSONObject.parseObject(field.toString());
+            boolean hasDoc = fieldJson.containsKey("doc");
+            if (hasDoc) {
+                JSONObject docJson = JSONObject.parseObject(fieldJson.getString("doc"));
+                boolean hasFormat = docJson.containsKey("format");
+                if (hasFormat) {
+                    String name = fieldJson.getString("name");
+                    JSONArray formatList = docJson.getJSONArray("format");
+                    for (Object format : formatList) {
+                        JSONObject formatJson = JSONObject.parseObject(format.toString());
+                        String function = formatJson.getString("function");
+                        String appendTo;
+                        String params = null;
+
+                        if (formatJson.containsKey("appendTo")) {
+                            appendTo = formatJson.getString("appendTo");
+                        } else {
+                            appendTo = name;
+                        }
+                        if (formatJson.containsKey("param")) {
+                            params = formatJson.getString("param");
+                        }
+                        list.add(new String[]{name, appendTo, function, params});
+                    }
+                }
+            }
+        }
+        return list;
+    }
+
+}

src/test/java/com/zdjizhi/json/OldSchemaTest.java

@@ -0,0 +1,121 @@
+package com.zdjizhi.json;
+
+
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.alibaba.nacos.api.NacosFactory;
+import com.alibaba.nacos.api.PropertyKeyConst;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.exception.NacosException;
+import com.zdjizhi.common.FlowWriteConfig;
+import com.geedgenetworks.utils.StringUtil;
+import org.junit.Test;
+
+import java.util.*;
+
+/**
+ * Applicable to schemas < TSG22.08
+ *
+ * @author qidaijie
+ * @Package com.zdjizhi.nacos
+ * @Description:
+ * @date 2022/3/1714:57
+ */
+public class OldSchemaTest {
+
+    private static Properties properties = new Properties();
+
+
+    static {
+        properties.setProperty(PropertyKeyConst.SERVER_ADDR, "192.168.44.12:8848");
+        properties.setProperty(PropertyKeyConst.NAMESPACE, "prod");
+        properties.setProperty(PropertyKeyConst.USERNAME, "nacos");
+        properties.setProperty(PropertyKeyConst.PASSWORD, "nacos");
+    }
+
+
+    @Test
+    public void oldSchemaTest() {
+
+        try {
+            ConfigService configService = NacosFactory.createConfigService(properties);
+            String dataId = "session_record.json";
+            String group = "Galaxy";
+            String schema = configService.getConfig(dataId, group, 5000);
+
+            ArrayList<String[]> oldJobList = getOldJobList(schema);
+
+            for (String[] job : oldJobList) {
+                System.out.println(Arrays.toString(job));
+            }
+
+        } catch (NacosException e) {
+            e.printStackTrace();
+        }
+    }
+
+    /**
+     * 解析schema，解析之后返回一个任务列表 (useList toList funcList paramlist)
+     *
+     * @param schema 日志schema
+     * @return 任务列表
+     */
+    private static ArrayList<String[]> getOldJobList(String schema) {
+        ArrayList<String[]> list = new ArrayList<>();
+
+        //获取fields，并转化为数组，数组的每个元素都是一个name doc type
+        JSONObject schemaJson = JSON.parseObject(schema);
+        JSONArray fields = (JSONArray) schemaJson.get("fields");
+
+        for (Object field : fields) {
+
+            if (JSON.parseObject(field.toString()).containsKey("doc")) {
+                Object doc = JSON.parseObject(field.toString()).get("doc");
+
+                if (JSON.parseObject(doc.toString()).containsKey("format")) {
+                    String name = JSON.parseObject(field.toString()).get("name").toString();
+                    Object format = JSON.parseObject(doc.toString()).get("format");
+                    JSONObject formatObject = JSON.parseObject(format.toString());
+
+                    String functions = formatObject.get("transform").toString();
+                    String appendTo = null;
+                    String params = null;
+
+                    if (formatObject.containsKey("appendTo")) {
+                        appendTo = formatObject.get("appendTo").toString();
+                    }
+
+                    if (formatObject.containsKey("param")) {
+                        params = formatObject.get("param").toString();
+                    }
+
+
+                    if (StringUtil.isNotBlank(appendTo) && StringUtil.isBlank(params)) {
+                        String[] functionArray = functions.split(FlowWriteConfig.FORMAT_SPLITTER);
+                        String[] appendToArray = appendTo.split(FlowWriteConfig.FORMAT_SPLITTER);
+
+                        for (int i = 0; i < functionArray.length; i++) {
+                            list.add(new String[]{name, appendToArray[i], functionArray[i], null});
+                        }
+
+                    } else if (StringUtil.isNotBlank(appendTo) && StringUtil.isNotBlank(params)) {
+                        String[] functionArray = functions.split(FlowWriteConfig.FORMAT_SPLITTER);
+                        String[] appendToArray = appendTo.split(FlowWriteConfig.FORMAT_SPLITTER);
+                        String[] paramArray = params.split(FlowWriteConfig.FORMAT_SPLITTER);
+
+                        for (int i = 0; i < functionArray.length; i++) {
+                            list.add(new String[]{name, appendToArray[i], functionArray[i], paramArray[i]});
+
+                        }
+                    } else {
+                        list.add(new String[]{name, name, functions, params});
+                    }
+
+                }
+            }
+
+        }
+        return list;
+    }
+}

src/test/java/com/zdjizhi/json/pojo/KnowlegeBaseMeta.java

@@ -0,0 +1,63 @@
+package com.zdjizhi.json.pojo;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.json
+ * @Description:
+ * @date 2023/5/1918:42
+ */
+public class KnowlegeBaseMeta {
+    private String name;
+    private String sha256;
+    private String format;
+    private String path;
+
+    public KnowlegeBaseMeta(String name, String sha256, String format, String path) {
+        this.name = name;
+        this.sha256 = sha256;
+        this.format = format;
+        this.path = path;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public String getSha256() {
+        return sha256;
+    }
+
+    public void setSha256(String sha256) {
+        this.sha256 = sha256;
+    }
+
+    public String getFormat() {
+        return format;
+    }
+
+    public void setFormat(String format) {
+        this.format = format;
+    }
+
+    public String getPath() {
+        return path;
+    }
+
+    public void setPath(String path) {
+        this.path = path;
+    }
+
+    @Override
+    public String toString() {
+        return "KnowlegeBaseMeta{" +
+                "name='" + name + '\'' +
+                ", sha256='" + sha256 + '\'' +
+                ", format='" + format + '\'' +
+                ", path='" + path + '\'' +
+                '}';
+    }
+}

src/test/java/com/zdjizhi/json/pojo/UserList.java

@@ -0,0 +1,56 @@
+package com.zdjizhi.json.pojo;
+
+
+import java.util.List;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.json.pojo
+ * @Description:
+ * @date 2023/5/2014:06
+ */
+public class UserList {
+    private String name;
+    private Integer age;
+    private Long idcard;
+    private List devicetag;
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public Integer getAge() {
+        return age;
+    }
+
+    public void setAge(Integer age) {
+        this.age = age;
+    }
+
+    public Long getIdcard() {
+        return idcard;
+    }
+
+    public void setIdcard(Long idcard) {
+        this.idcard = idcard;
+    }
+
+    public List getDevicetag() {
+        return devicetag;
+    }
+
+    public void setDevicetag(List devicetag) {
+        this.devicetag = devicetag;
+    }
+
+    public UserList(String name, Integer age, Long idcard, List devicetag) {
+        this.name = name;
+        this.age = age;
+        this.idcard = idcard;
+        this.devicetag = devicetag;
+    }
+}

src/test/java/com/zdjizhi/json/pojo/UserMap.java

@@ -0,0 +1,55 @@
+package com.zdjizhi.json.pojo;
+
+import java.util.Map;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.json.pojo
+ * @Description:
+ * @date 2023/5/2014:06
+ */
+public class UserMap {
+    private String name;
+    private Integer age;
+    private Long idcard;
+    private Map devicetag;
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public Integer getAge() {
+        return age;
+    }
+
+    public void setAge(Integer age) {
+        this.age = age;
+    }
+
+    public Long getIdcard() {
+        return idcard;
+    }
+
+    public void setIdcard(Long idcard) {
+        this.idcard = idcard;
+    }
+
+    public Map getDevicetag() {
+        return devicetag;
+    }
+
+    public void setDevicetag(Map devicetag) {
+        this.devicetag = devicetag;
+    }
+
+    public UserMap(String name, Integer age, Long idcard, Map devicetag) {
+        this.name = name;
+        this.age = age;
+        this.idcard = idcard;
+        this.devicetag = devicetag;
+    }
+}

src/test/java/com/zdjizhi/nacos/NacosTest.java

@@ -0,0 +1,102 @@
+package com.zdjizhi.nacos;
+
+import com.alibaba.nacos.api.NacosFactory;
+import com.alibaba.nacos.api.PropertyKeyConst;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.config.listener.Listener;
+import com.alibaba.nacos.api.exception.NacosException;
+import com.alibaba.nacos.client.config.impl.LocalConfigInfoProcessor;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.io.StringReader;
+import java.util.Properties;
+import java.util.concurrent.Executor;
+
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi
+ * @Description:
+ * @date 2022/3/1016:58
+ */
+public class NacosTest {
+
+    /**
+     * <dependency>
+     * <groupId>com.alibaba.nacos</groupId>
+     * <artifactId>nacos-client</artifactId>
+     * <version>1.2.0</version>
+     * </dependency>
+     */
+
+    private static Properties properties = new Properties();
+    /**
+     * config data id = config name
+     */
+    private static final String DATA_ID = "dos_detection.properties";
+    /**
+     * config group
+     */
+    private static final String GROUP = "Galaxy";
+
+    private void getProperties() {
+        properties.setProperty(PropertyKeyConst.SERVER_ADDR, "192.168.44.241:8848");
+        properties.setProperty(PropertyKeyConst.NAMESPACE, "prod");
+        properties.setProperty(PropertyKeyConst.USERNAME, "nacos");
+        properties.setProperty(PropertyKeyConst.PASSWORD, "nacos");
+    }
+
+
+    @Test
+    public void GetConfigurationTest() {
+        try {
+            getProperties();
+            ConfigService configService = NacosFactory.createConfigService(properties);
+            String content = configService.getConfig(DATA_ID, GROUP, 5000);
+            Properties nacosConfigMap = new Properties();
+            nacosConfigMap.load(new StringReader(content));
+            System.out.println(nacosConfigMap.getProperty("source.kafka.servers"));
+            System.out.println(content);
+        } catch (NacosException | IOException e) {
+            // TODO Auto-generated catch block
+            e.printStackTrace();
+        }
+
+    }
+
+    @Test
+    public void ListenerConfigurationTest() {
+        getProperties();
+        try {
+            //first get config
+            ConfigService configService = NacosFactory.createConfigService(properties);
+            String config = configService.getConfig(DATA_ID, GROUP, 5000);
+            System.out.println(config);
+
+            //start listenner
+            configService.addListener(DATA_ID, GROUP, new Listener() {
+                @Override
+                public Executor getExecutor() {
+                    return null;
+                }
+
+                @Override
+                public void receiveConfigInfo(String configMsg) {
+                    System.out.println(configMsg);
+                }
+            });
+        } catch (NacosException e) {
+            e.printStackTrace();
+        }
+
+        //keep running,change nacos config,print new config
+        for (int i = 0; i < 3; i++) {
+            try {
+                Thread.sleep(5000);
+            } catch (InterruptedException e) {
+                e.printStackTrace();
+            }
+        }
+    }
+}

src/test/java/com/zdjizhi/nacos/SchemaListenerTest.java

@@ -0,0 +1,117 @@
+package com.zdjizhi.nacos;
+
+import cn.hutool.json.JSONArray;
+import cn.hutool.json.JSONObject;
+import com.alibaba.nacos.api.NacosFactory;
+import com.alibaba.nacos.api.PropertyKeyConst;
+import com.alibaba.nacos.api.config.ConfigService;
+import com.alibaba.nacos.api.config.listener.Listener;
+import com.alibaba.nacos.api.exception.NacosException;
+import org.junit.Test;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Properties;
+import java.util.concurrent.Executor;
+
+/**
+ * @author qidaijie
+ * @Package com.zdjizhi.nacos
+ * @Description:
+ * @date 2022/3/1714:57
+ */
+public class SchemaListenerTest {
+
+    private static Properties properties = new Properties();
+    private static ArrayList<String[]> jobList;
+
+
+    static {
+        properties.setProperty(PropertyKeyConst.SERVER_ADDR, "192.168.44.12:8848");
+        properties.setProperty(PropertyKeyConst.NAMESPACE, "prod");
+        properties.setProperty(PropertyKeyConst.USERNAME, "nacos");
+        properties.setProperty(PropertyKeyConst.PASSWORD, "nacos");
+
+        try {
+            ConfigService configService = NacosFactory.createConfigService(properties);
+            String dataId = "session_record.json";
+            String group = "Galaxy";
+            jobList = getJobListFromHttp(configService.getConfig(dataId, group, 5000));
+            System.out.println(jobList);
+            configService.addListener(dataId, group, new Listener() {
+                @Override
+                public Executor getExecutor() {
+                    return null;
+                }
+
+                @Override
+                public void receiveConfigInfo(String configMsg) {
+                    jobList = getJobListFromHttp(configMsg);
+                }
+            });
+        } catch (NacosException e) {
+            e.printStackTrace();
+        }
+    }
+
+
+    @Test
+    public void dealCommonMessage() {
+        //keep running,change nacos config,print new config
+        for (int i = 0; i < 1; i++) {
+            try {
+                for (String[] job : jobList) {
+                    System.out.println(Arrays.toString(job));
+                }
+                Thread.sleep(5000);
+            } catch (InterruptedException e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    /**
+     * 根据http链接获取schema，解析之后返回一个任务列表 (useList toList funcList paramlist)
+     *
+     * @return 任务列表
+     */
+    private static ArrayList<String[]> getJobListFromHttp(String schema) {
+        ArrayList<String[]> list = new ArrayList<>();
+
+        JSONObject schemaJson = new JSONObject(schema, false, true);
+        JSONArray fields = schemaJson.getJSONArray("fields");
+        for (Object field : fields) {
+            JSONObject fieldJson = new JSONObject(field, false, true);
+            boolean hasDoc = fieldJson.containsKey("doc");
+            if (hasDoc) {
+                JSONObject docJson = fieldJson.getJSONObject("doc");
+                boolean hasFormat = docJson.containsKey("format");
+                if (hasFormat) {
+                    String name = fieldJson.getStr("name");
+                    JSONArray formatList = docJson.getJSONArray("format");
+                    for (Object format : formatList) {
+                        JSONObject formatJson = new JSONObject(format, false, true);
+                        String function = formatJson.getStr("function");
+                        String appendTo = null;
+                        String params = null;
+
+                        if (formatJson.containsKey("appendTo")) {
+                            appendTo = formatJson.getStr("appendTo");
+                        } else {
+                            appendTo = name;
+                        }
+
+                        if (formatJson.containsKey("param")) {
+                            params = formatJson.getStr("param");
+                        }
+
+                        list.add(new String[]{name, appendTo, function, params});
+
+                    }
+                }
+            }
+        }
+
+        return list;
+    }
+}

src/test/java/com/zdjizhi/testingDataset/gtpc

@@ -0,0 +1,8 @@
+{"common_schema_type":"GTP-C","gtp_version":"v2","gtp_msg_type":"delete","gtp_downlink_teid":392955378,"gtp_uplink_teid":579533063,"gtp_phone_number":"8617239723344","gtp_imei":"86989005126503","gtp_imsi":"460077015061987","common_direction":69,"common_l7_protocol":"UNCATEGORIZED","common_app_label":"gtpv2","common_app_id":{"THIRD":[{"app_name":"gtpv2","app_id":735,"surrogate_id":0,"packet_sequence":1}]},"common_app_identify_info":[{"app_name":"gtpv2","packet_sequence":1}],"common_server_ip":"172.50.0.100","common_client_ip":"172.50.0.1","common_server_port":2123,"common_client_port":12564,"common_stream_dir":2,"common_address_type":4,"common_address_list":"12564-2123-172.50.0.1-172.50.0.100","common_start_time":1663752297,"common_end_time":1663752711,"common_con_duration_ms":305,"common_s2c_pkt_num":107,"common_s2c_byte_num":9951,"common_c2s_pkt_num":0,"common_c2s_byte_num":0,"common_client_location":"United States.Other.Other","common_server_location":"United States.Other.Other","common_stream_trace_id":"579013265830096219","common_l4_protocol":"IPv4_UDP","common_sled_ip":"192.168.40.161","common_device_id":"unknown","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","common_vsys_id":1,"common_policy_id":0,"common_service":8,"common_action":0}
+
+{"common_schema_type":"GTP-C","gtp_version":"v2","gtp_msg_type":"modify","gtp_downlink_teid":247749709,"gtp_uplink_teid":226022706,"gtp_phone_number":"8615859199999","gtp_imei":"86941104639999","gtp_imsi":"460028591549999","common_direction":69,"common_l7_protocol":"UNCATEGORIZED","common_app_label":"gtpv2","common_app_id":{"THIRD":[{"app_name":"gtpv2","app_id":735,"surrogate_id":0,"packet_sequence":1}]},"common_app_identify_info":[{"app_name":"gtpv2","packet_sequence":1}],"common_server_ip":"172.50.0.100","common_client_ip":"172.50.0.1","common_server_port":2123,"common_client_port":12564,"common_stream_dir":2,"common_address_type":4,"common_address_list":"12564-2123-172.50.0.1-172.50.0.100","common_start_time":1663752297,"common_end_time":1663752711,"common_con_duration_ms":305,"common_s2c_pkt_num":107,"common_s2c_byte_num":9951,"common_c2s_pkt_num":0,"common_c2s_byte_num":0,"common_client_location":"United States.Other.Other","common_server_location":"United States.Other.Other","common_stream_trace_id":"579013265830096219","common_l4_protocol":"IPv4_UDP","common_sled_ip":"192.168.40.161","common_device_id":"unknown","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","common_vsys_id":1,"common_policy_id":0,"common_service":8,"common_action":0,"common_vsys_id":2}
+
+{"common_schema_type":"GTP-C","gtp_version":"v2","gtp_msg_type":"delete","gtp_downlink_teid":247749709,"gtp_uplink_teid":226022706,"gtp_phone_number":"8615859199999","gtp_imei":"86941104639999","gtp_imsi":"460028591549999","common_direction":69,"common_l7_protocol":"UNCATEGORIZED","common_app_label":"gtpv2","common_app_id":{"THIRD":[{"app_name":"gtpv2","app_id":735,"surrogate_id":0,"packet_sequence":1}]},"common_app_identify_info":[{"app_name":"gtpv2","packet_sequence":1}],"common_server_ip":"172.50.0.100","common_client_ip":"172.50.0.1","common_server_port":2123,"common_client_port":12564,"common_stream_dir":2,"common_address_type":4,"common_address_list":"12564-2123-172.50.0.1-172.50.0.100","common_start_time":1663752297,"common_end_time":1663753228,"common_con_duration_ms":305,"common_s2c_pkt_num":107,"common_s2c_byte_num":9951,"common_c2s_pkt_num":0,"common_c2s_byte_num":0,"common_client_location":"United States.Other.Other","common_server_location":"United States.Other.Other","common_stream_trace_id":"579013265830096219","common_l4_protocol":"IPv4_UDP","common_sled_ip":"192.168.40.161","common_device_id":"unknown","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","common_vsys_id":1,"common_policy_id":0,"common_service":8,"common_action":0,"common_vsys_id":3}
+
+{"common_schema_type":"GTP-C","gtp_version":"v2","gtp_msg_type":"modify","gtp_downlink_teid":247749709,"gtp_uplink_teid":226022706,"gtp_phone_number":"8615859199999","gtp_imei":"86941104639999","gtp_imsi":"460028591549999","common_direction":69,"common_l7_protocol":"UNCATEGORIZED","common_app_label":"gtpv2","common_app_id":{"THIRD":[{"app_name":"gtpv2","app_id":735,"surrogate_id":0,"packet_sequence":1}]},"common_app_identify_info":[{"app_name":"gtpv2","packet_sequence":1}],"common_server_ip":"172.50.0.100","common_client_ip":"172.50.0.1","common_server_port":2123,"common_client_port":12564,"common_stream_dir":2,"common_address_type":4,"common_address_list":"12564-2123-172.50.0.1-172.50.0.100","common_start_time":1663752297,"common_end_time":1663752711,"common_con_duration_ms":305,"common_s2c_pkt_num":107,"common_s2c_byte_num":9951,"common_c2s_pkt_num":0,"common_c2s_byte_num":0,"common_client_location":"United States.Other.Other","common_server_location":"United States.Other.Other","common_stream_trace_id":"579013265830096219","common_l4_protocol":"IPv4_UDP","common_sled_ip":"192.168.40.161","common_device_id":"unknown","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","common_vsys_id":1,"common_policy_id":0,"common_service":8,"common_action":0,"common_vsys_id":4}
+{"common_schema_type":"GTP-C","gtp_version":"v2","gtp_msg_type":"modify","gtp_downlink_teid":247749709,"gtp_uplink_teid":226022706,"gtp_phone_number":"8615859199999","gtp_imei":"86941104639999","gtp_imsi":"460028591549999","common_direction":69,"common_l7_protocol":"UNCATEGORIZED","common_app_label":"gtpv2","common_app_id":{"THIRD":[{"app_name":"gtpv2","app_id":735,"surrogate_id":0,"packet_sequence":1}]},"common_app_identify_info":[{"app_name":"gtpv2","packet_sequence":1}],"common_server_ip":"172.50.0.100","common_client_ip":"172.50.0.1","common_server_port":2123,"common_client_port":12564,"common_stream_dir":2,"common_address_type":4,"common_address_list":"12564-2123-172.50.0.1-172.50.0.100","common_start_time":1663752297,"common_end_time":1663752711,"common_con_duration_ms":305,"common_s2c_pkt_num":107,"common_s2c_byte_num":9951,"common_c2s_pkt_num":0,"common_c2s_byte_num":0,"common_client_location":"United States.Other.Other","common_server_location":"United States.Other.Other","common_stream_trace_id":"579013265830096219","common_l4_protocol":"IPv4_UDP","common_sled_ip":"192.168.40.161","common_device_id":"unknown","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","common_vsys_id":1,"common_policy_id":0,"common_service":8,"common_action":0,"common_vsys_id":3}

src/test/java/com/zdjizhi/testingDataset/radius

@@ -0,0 +1,7 @@
+{"common_stream_dir":1,"common_address_type":4,"common_client_ip":"192.168.50.26","common_server_ip":"192.168.40.190","common_client_port":62228,"common_server_port":1813,"common_c2s_pkt_num":1,"common_s2c_pkt_num":0,"common_c2s_byte_num":52,"common_s2c_byte_num":0,"common_start_time":1663754402,"common_end_time":1663754402,"common_con_duration_ms":0,"common_stream_trace_id":107327506993450,"common_l4_protocol":"IPv4_UDP","common_address_list":"62228-1813-192.168.50.26-192.168.40.190","common_policy_id":0,"common_service":162,"common_sled_ip":"192.168.40.161","common_schema_type":"RADIUS","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","radius_packet_type":4,"radius_account":"test1","radius_acct_status_type":1,"radius_acct_session_id":"10964","radius_framed_ip":"192.168.50.26","radius_event_timestamp":1663580387}
+{"common_stream_dir":1,"common_address_type":4,"common_client_ip":"192.168.50.26","common_server_ip":"192.168.40.190","common_client_port":62229,"common_server_port":1813,"common_c2s_pkt_num":1,"common_s2c_pkt_num":0,"common_c2s_byte_num":52,"common_s2c_byte_num":0,"common_start_time":1663754402,"common_end_time":1663754402,"common_con_duration_ms":0,"common_stream_trace_id":107327506993452,"common_l4_protocol":"IPv4_UDP","common_address_list":"62229-1813-192.168.50.26-192.168.40.190","common_policy_id":0,"common_service":162,"common_sled_ip":"192.168.40.161","common_schema_type":"RADIUS","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","radius_packet_type":4,"radius_account":"test2","radius_acct_status_type":1,"radius_acct_session_id":"10964","radius_framed_ip":"192.168.50.16","radius_event_timestamp":1663580387,"common_vsys_id":3}
+{"common_stream_dir":1,"common_address_type":4,"common_client_ip":"192.168.50.26","common_server_ip":"192.168.40.190","common_client_port":62229,"common_server_port":1813,"common_c2s_pkt_num":1,"common_s2c_pkt_num":0,"common_c2s_byte_num":52,"common_s2c_byte_num":0,"common_start_time":1663754402,"common_end_time":1663754402,"common_con_duration_ms":0,"common_stream_trace_id":107327506993452,"common_l4_protocol":"IPv4_UDP","common_address_list":"62229-1813-192.168.50.26-192.168.40.190","common_policy_id":0,"common_service":162,"common_sled_ip":"192.168.40.161","common_schema_type":"RADIUS","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","radius_packet_type":4,"radius_account":"test2","radius_acct_status_type":1,"radius_acct_session_id":"10964","radius_framed_ip":"192.168.50.16","radius_event_timestamp":1663580387,"common_vsys_id":4}
+
+
+
+{"common_stream_dir":1,"common_address_type":4,"common_client_ip":"192.168.50.26","common_server_ip":"192.168.40.190","common_client_port":62229,"common_server_port":1813,"common_c2s_pkt_num":1,"common_s2c_pkt_num":0,"common_c2s_byte_num":52,"common_s2c_byte_num":0,"common_start_time":1663754402,"common_end_time":1663754653,"common_con_duration_ms":0,"common_stream_trace_id":107327506993452,"common_l4_protocol":"IPv4_UDP","common_address_list":"62229-1813-192.168.50.26-192.168.40.190","common_policy_id":0,"common_service":162,"common_sled_ip":"192.168.40.161","common_schema_type":"RADIUS","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg\"},{\"tag\":\"data_center\",\"value\":\"center-xxg\"}]}","radius_packet_type":4,"radius_account":"test2","radius_acct_status_type":2,"radius_acct_session_id":"10964","radius_framed_ip":"192.168.50.16","radius_event_timestamp":1663580387,"common_vsys_id":3}

src/test/java/com/zdjizhi/testingDataset/session

@@ -0,0 +1,2 @@
+{"common_schema_type":"HTTP","common_sessions":1,"http_request_line":"GET sampleFile.html HTTP/1.1","http_host":"www.texaslotto.com","http_url":"www.texaslotto.com/sampleFile.html","http_user_agent":"xPTS/2.0","http_response_line":"HTTP/1.1 200 OK","http_response_content_type":"text/html","http_isn":1953597368,"http_proxy_flag":0,"http_version":"http1","http_response_latency_ms":1,"http_session_duration_ms":2,"http_sequence":80,"common_protocol_label":"ETHERNET.IPv4.UDP.GTP.IPv4.TCP","common_c2s_byte_diff":17110,"common_c2s_pkt_diff":119,"common_s2c_byte_diff":16490,"common_s2c_pkt_diff":81,"common_c2s_ipfrag_num":0,"common_s2c_ipfrag_num":0,"common_first_ttl":64,"common_c2s_tcp_unorder_num":0,"common_s2c_tcp_unorder_num":0,"common_c2s_tcp_lostlen":0,"common_s2c_tcp_lostlen":0,"common_c2s_pkt_retrans":240,"common_s2c_pkt_retrans":162,"common_c2s_byte_retrans":12800,"common_s2c_byte_retrans":18400,"common_direction":69,"common_l7_protocol":"HTTP","common_app_label":"unknown","common_app_id":{"UNKNOWN":[{"app_name":"unknown","app_id":4,"surrogate_id":0,"packet_sequence":29}]},"common_app_identify_info":[{"app_name":"unknown","packet_sequence":29}],"common_tcp_client_isn":1953597368,"common_tcp_server_isn":1950649408,"common_server_ip":"10.201.35.10","common_client_ip":"1.1.1.27","common_server_port":80,"common_client_port":2000,"common_stream_dir":3,"common_address_type":4,"common_address_list":"IPv4_TCP<2000-80-1.1.1.27-10.201.35.10>|GTP<111534000-665547833>|IPv4_UDP<2152-2152-192.56.5.2-192.56.10.20>|MAC<000c299b2fa4-000c2915b4f4>","common_start_time":1660272209,"common_end_time":1660272424,"common_con_duration_ms":215201,"common_s2c_pkt_num":243,"common_s2c_byte_num":49470,"common_c2s_pkt_num":360,"common_c2s_byte_num":51600,"common_establish_latency_ms":1,"common_client_location":"china1.beijing.beijing1","common_tunnels":[{"tunnels_schema_type":"GTP","gtp_endpoint_a2b_teid":247749709,"gtp_endpoint_b2a_teid":665547833,"gtp_sgw_ip":"192.56.5.2","gtp_pgw_ip":"192.56.10.20","gtp_sgw_port":2152,"gtp_pgw_port":2152},{"tunnels_schema_type":"MULTIPATH_ETHERNET","c2s_source_mac":"00:0c:29:9b:2f:a4","c2s_destination_mac":"00:0c:29:15:b4:f4","s2c_source_mac":"00:0c:29:15:b4:f4","s2c_destination_mac":"00:0c:29:9b:2f:a4"}],"common_stream_trace_id":"869231578438992199","common_l4_protocol":"IPv4_TCP","common_sled_ip":"192.168.40.81","common_device_id":"21426003","common_device_tag":"{\"tags\":[{\"tag\":\"device_group\",\"value\":\"group-xxg-three\"},{\"tag\":\"data_center\",\"value\":\"center-xxg-three\"}]}","common_policy_id":0,"common_service":2,"common_action":0}
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