gfwleak/galaxy-tsg-olap-app-protocol-stat-traffic-merge
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[GAL-526] - 兼容字段命名重组前的数据统计

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qidaijie
2024-03-26 15:27:48 +08:00
parent 6047a09e5f
commit 249a65948a
7 changed files with 107 additions and 9 deletions
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3
pom.xml
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@@ -6,7 +6,7 @@
<groupId>com.zdjizhi</groupId>
<artifactId>app-protocol-stat-traffic-merge</artifactId>
<version>2.2.0</version>
<version>2.2.1</version>
<name>app-protocol-stat-traffic-merge</name>
<url>http://www.example.com</url>
@@ -36,7 +36,6 @@
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<flink.version>1.13.1</flink.version>
<kafka.version>1.0.0</kafka.version>
<nacos.version>1.2.0</nacos.version>
<hutool.version>5.7.17</hutool.version>
<datasketches.version>3.2.0</datasketches.version>
<jasypt.version>1.9.3</jasypt.version>

4
properties/application.properties
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@@ -1,5 +1,5 @@
#kafka 接收数据topic
source.kafka.topic=NETWORK-TRAFFIC-METRIC-TEST
source.kafka.topic=NETWORK-TRAFFIC-METRIC
source.kafka.props.bootstrap.servers=192.168.44.12:9094
@@ -12,7 +12,7 @@ source.kafka.props.sasl.mechanism=PLAIN
source.kafka.props.sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username="admin" password="galaxy2019";
#补全数据 输出 topic
sink.kafka.topic=APP-PROTOCOL-TEST-RESULT
sink.kafka.topic=NETWORK-TRAFFIC-METRIC
sink.kafka.props.bootstrap.servers=192.168.44.12:9094

37
src/main/java/com/zdjizhi/utils/functions/process/ParsingData.java
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@@ -15,6 +15,18 @@ import org.apache.flink.util.Collector;
public class ParsingData extends ProcessFunction<String, Tuple3<Tags, Fields, Long>> {
private static final Log logger = LogFactory.get();
/**
* 适配TSG 24.02日志重组前数据结构，待过期后删除此处代码
*/
@Deprecated
private static final String LEGACY_PROTOCOL_KEY_NAME = "protocol_label";
/**
* 适配TSG 24.02日志重组前数据结构，待过期后删除此处代码
*/
@Deprecated
private static final String LEGACY_APP_KEY_NAME = "app_full_path";
private static final String dataTypeExpr = "[?(@.name = 'traffic_application_protocol_stat')]";
@Override
@@ -24,6 +36,10 @@ public class ParsingData extends ProcessFunction<String, Tuple3<Tags, Fields, Lo
Object isProtocolData = JSONPath.eval(value, dataTypeExpr);
if (isProtocolData != null) {
JSONObject originalLog = JSON.parseObject(value);
//适配TSG 24.02日志重组前数据结构，待过期后删除此处代码
supportingLegacyField(originalLog);
Fields fields = JSONObject.parseObject(originalLog.getString("fields"), Fields.class);
Tags tags = JSONObject.parseObject(originalLog.getString("tags"), Tags.class);
Long timestamp_ms = originalLog.getLong("timestamp_ms");
@@ -40,6 +56,27 @@ public class ParsingData extends ProcessFunction<String, Tuple3<Tags, Fields, Lo
}
}
/**
* 适配TSG 24.02日志重组前数据结构，在不改变原有逻辑情况下将
* protocol_label 修改为 decoded_path
* app_full_path 修改为 app
* <p>
* 待过期后删除此处代码
*
* @param originalLog 原始Metrics日志
*/
@Deprecated
private static void supportingLegacyField(JSONObject originalLog) {
JSONObject tags = originalLog.getJSONObject("tags");
if (tags.containsKey(LEGACY_PROTOCOL_KEY_NAME)) {
tags.put("decoded_path", tags.remove(LEGACY_PROTOCOL_KEY_NAME));
tags.put("app", tags.remove(LEGACY_APP_KEY_NAME));
originalLog.put("tags", originalLog.remove("tags"));
}
}
/**
* 避免计算重复的协议，去除Decoded Path（最后一个元素） 与 Application（第一个元素）重复的基础协议。
*

4
src/main/java/com/zdjizhi/utils/kafka/KafkaProducer.java
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@@ -15,7 +15,7 @@ import java.util.Properties;
public class KafkaProducer {
public static FlinkKafkaProducer<String> getKafkaProducer(Properties properties, String topic, boolean logFailuresOnly) {
setDefaultConfig(properties, "ack", "1");
setDefaultConfig(properties, "acks", "1");
setDefaultConfig(properties, "retries", 0);
setDefaultConfig(properties, "linger.ms", 10);
setDefaultConfig(properties, "request.timeout.ms", 30000);
@@ -29,7 +29,7 @@ public class KafkaProducer {
new SimpleStringSchema(),
properties, Optional.empty());
kafkaProducer.setLogFailuresOnly(logFailuresOnly);
kafkaProducer.setLogFailuresOnly(false);
return kafkaProducer;
}

15
src/test/java/com/zdjizhi/FastJsonTest.java
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@@ -77,9 +77,8 @@ public class FastJsonTest {
}
@Test
public void errorJsonTest(){
public void errorJsonTest() {
String message = "{\"fields\":{\"c2s_bytes\":2292,\"c2s_fragments\":0,\"c2s_pkts\":13,\"c2s_tcp_lost_bytes\":0,\"c2s_tcp_ooorder_pkts\":0,\"c2s_tcp_retransmitted_bytes\":0,\"c2s_tcp_retransmitted_pkts\":0,\"ytes\":2292,\"out_pkts\":13,\"s2c_bytes\":4695,\"s2c_fragments\":0,\"s2c_pkts\":12,\"s2c_tcp_lost_bytes\":0,\"s2c_tcp_ooorder_pkts\":0,\"s2c_tcp_retransmitted_bytes\":0,\"s2c_tcp_retransmitraffic_application_protocol_stat\",\"tags\":{\"app_full_path\":\"ssl.https.qq_web.wecom\",\"app_name\":\"app_metric\",\"data_center\":\"center-xxg-7400\",\"device_group\":\"group-xxg-7400\",dc-161\",\"protocol_label\":\"ETHERNET.IPv4.TCP\",\"table_name\":\"traffic_application_protocol_stat\",\"vsys_id\":\"1\"},\"timestamp\":1688708725000}";
JSONObject originalLog = JSON.parseObject(message);
Fields fields = JSONObject.parseObject(originalLog.getString("fields"), Fields.class);
@@ -88,4 +87,16 @@ public class FastJsonTest {
System.out.println(fields.toString());
System.out.println(tags.toString());
}
@Test
public void replaceTest() {
String message = "{\"tags\":{\"app_full_path\":\"ssl.https.qq_web.wecom\",\"app_name\":\"app_metric\",\"protocol_label\":\"ETHERNET.IPv4.TCP\",\"vsys_id\":\"1\"},\"timestamp\":1688708725000}";
JSONObject originalLog = JSON.parseObject(message);
JSONObject tags = originalLog.getJSONObject("tags");
System.out.println(tags.toJSONString() + "\n\n");
tags.replace("protocol_label", "replace test");
System.out.println(tags.toJSONString() + "\n\n");
}
}

51
src/test/java/com/zdjizhi/LegacyFieldTest.java Normal file
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@@ -0,0 +1,51 @@
package com.zdjizhi;
import com.alibaba.fastjson2.JSON;
import com.alibaba.fastjson2.JSONObject;
import com.zdjizhi.common.pojo.Fields;
import com.zdjizhi.common.pojo.Tags;
import org.junit.Test;
/**
* @author qidaijie
* @Package com.zdjizhi
* @Description:
* @date 2024/3/2614:14
*/
public class LegacyFieldTest {
@Deprecated
private static final String LEGACY_PROTOCOL_KEY_NAME = "protocol_label";
@Deprecated
private static final String LEGACY_APP_KEY_NAME = "app_full_path";
@Test
public void test() {
//23.07 version data
String message = "{\"fields\":{\"s2c_tcp_retransmitted_pkts\":0,\"sessions\":0},\"name\":\"application_protocol_stat\",\"tags\":{\"data_center\":\"center-xxg-tsgx\",\"device_group\":\"group-xxg-tsgx\",\"device_id\":\"9800165603191151\",\"protocol_label\":\"ETHERNET.IPv4.UDP\",\"app_full_path\":\"google\",\"vsys_id\":1},\"timestamp_ms\":1705907560000}";
//24.02 version data
//String message = "{\"fields\":{\"s2c_tcp_retransmitted_pkts\":0,\"sessions\":0},\"name\":\"application_protocol_stat\",\"tags\":{\"data_center\":\"center-xxg-tsgx\",\"device_group\":\"group-xxg-tsgx\",\"device_id\":\"9800165603191151\",\"decoded_path\":\"ETHERNET.IPv4.UDP\","app":"google",\"vsys_id\":1},\"timestamp_ms\":1705907560000}";
JSONObject originalLog = JSON.parseObject(message);
supportingLegacyField(originalLog);
Fields fields = JSONObject.parseObject(originalLog.getString("fields"), Fields.class);
Tags tags = JSONObject.parseObject(originalLog.getString("tags"), Tags.class);
JSONObject from = JSONObject.from(tags);
System.out.println(from.toJSONString());
}
private static void supportingLegacyField(JSONObject originalLog) {
JSONObject tags = originalLog.getJSONObject("tags");
System.out.println("解析前tags数据：" + tags.toJSONString() + "\n");
if (tags.containsKey(LEGACY_PROTOCOL_KEY_NAME)) {
tags.put("decoded_path", tags.remove(LEGACY_PROTOCOL_KEY_NAME));
tags.put("app", tags.remove(LEGACY_APP_KEY_NAME));
originalLog.put("tags", originalLog.remove("tags"));
System.out.println("转换后tags数据：" + tags.toJSONString() + "\n");
}
}
}