Let us learn C in Code <7> operators

本文详细介绍了编程中常用的运算符,包括算术运算符、关系运算符、逻辑运算符和位运算符,并通过实例解释了每种运算符的功能及使用场景。

Hi, everyone! This article will introduce some mathematical and logical manipulation called operators. Actually we have learnt some operators in code through previous chapters, like the assignment signal "=" , addictive signal "+", subtraction signal  "-" multiplication signal "*" etc. This chapter we will learn the operators more detailed.

The operators are include arithmetic operators, relational operators,logical operators, bit wise operators, all these operators are taught in our primary school ,high school or university .So let us just list them on types

0) Arithmetic operators

OperatorMeansexample
 +add two operands 1+2
 -the first operands subtract the second operand 2-1
 *multiples two operands 1*2
 /divides numerator by sub-numerator 1/2


These basic arithmetic operators are enough for us to code lately, in the summary chapter  I will list them all. Now, we just need to get these.


1) Relational operators

Opratermeansexample
 >the left operand is more than the right one if right
return true ,otherwise return false
1 > 2
false
 <the left operand is less than the right one if right
return true, otherwise return false 
1<2
true
 ==

if the two operands equal, if right return true 

if not equal ,return false

1==2
false
 !=

if the two operands are not equal, if right return

 true, else return false

1!=2
true
 >=

the left operand is more than or equals the right one ,

 if right return true, otherwise return false

1>=2
false
 <=

the left operands is less than or equal the right one,

 if right return true, otherwise return false

1<=2
true

These relational operators are the basic relationship.

2) Logical operators

Now let us declare some variables  " int a = 1;   int b = 2;   int c = 3;   int d = 4; "

Logical signmeansexample
 &&AND(a>b)&&(c<d)
 ||OR(a>b)||(c<d)
 !NOT!(a>b)

In math, the logical true table shows below

AND:

x1010
y1100
 1000
OR

x1010
y1100
 1110
NOT

x10
 01

When you want to design a program depends on  the different situation ,you can use  these logical operators in your program . The judgement related program will be introduced later.

3)Bitwise Operators

Here we just talk about two bitwise operators. As the time goes on, we'll learn all of them in our Code.


OperatorMeansExample
&Bit AND if both bits are 1 ,the result is 1,
otherwise the result is 0.
0b01&0b11*
|Bit OR only one bit is 1 ,the result is 1,
otherwise the result is 0
0b01|0b00

*0b represents the binary


Ok,   we have list  a lot of operators , next, let us use some operators to solve the problems which we met in daily life.

0) I want to buy a bottle of coca cola which priced $2 , I give the cashier $5, and how much the cashier should give change?

1) My friend Jen. will have the birthday, i really want to give her a present,  but it really depends on the time and the money, if i have free time i can prepare a home made present, but if i don't have enough time , so just buy a present. How can i handle this situation?

2) Last year, I bought a new bicycle on $200, now today i want to sell it on 40 percent off, how much is the second hand bicycle now?

3) A switch can represent two state on or off , when turn it on  , the light lights. When turn it off ,the light off. But now I have two switches series connection , then join the light.Please detail the state of two switches and the light.


All these question are a logical or arithmetic problem, so think over and write down our own answers, next chapter we will learn the program base on conditions called Decision making, after get the decision making , we will be able to solve these problems in code.

Have a nice weekend everyone! 

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Debezium BOM:优先锁定所有Debezium子依赖版本(包括传递依赖) --> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-bom</artifactId> <version>${debezium.version}</version> <type>pom</type> <scope>import</scope> </dependency> <!-- 2. Spring Cloud 依赖(与Spring Boot 2.7.18兼容) --> <dependency> <groupId>org.springframework.cloud</groupId> <artifactId>spring-cloud-dependencies</artifactId> <version>2021.0.8</version> <type>pom</type> <scope>import</scope> </dependency> <!-- 3. 核心依赖版本锁定 --> <dependency> <groupId>org.slf4j</groupId> <artifactId>slf4j-api</artifactId> <version>${slf4j.version}</version> </dependency> <dependency> <groupId>org.infinispan</groupId> <artifactId>infinispan-commons</artifactId> <version>${infinispan.version}</version> </dependency> <!-- 4. Debezium核心组件(已通过BOM锁定版本,此处仅声明排除规则) --> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-core</artifactId> <version>${debezium.version}</version> <exclusions> <exclusion> <groupId>org.slf4j</groupId> <artifactId>slf4j-api</artifactId> </exclusion> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> <exclusion> <groupId>ch.qos.logback</groupId> <artifactId>logback-classic</artifactId> </exclusion> <!-- 排除有问题的jdk11专用包 --> <exclusion> <groupId>org.infinispan</groupId> <artifactId>infinispan-commons-jdk11</artifactId> </exclusion> </exclusions> </dependency> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-connector-mysql</artifactId> <version>${debezium.version}</version> <exclusions> <exclusion> <groupId>org.infinispan</groupId> <artifactId>infinispan-commons-jdk11</artifactId> </exclusion> </exclusions> </dependency> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-connector-oracle</artifactId> <version>${debezium.version}</version> <exclusions> <exclusion> <groupId>org.infinispan</groupId> <artifactId>infinispan-commons-jdk11</artifactId> </exclusion> </exclusions> </dependency> <!-- 5. Flink CDC组件 --> <dependency> <groupId>com.ververica</groupId> <artifactId>flink-connector-mysql-cdc</artifactId> <version>${flink-cdc.version}</version> </dependency> <dependency> <groupId>com.ververica</groupId> <artifactId>flink-connector-oracle-cdc</artifactId> <version>${flink-cdc.version}</version> </dependency> <!-- 6. 子模块版本管理 --> <dependency> <groupId>com.crmp.ecc</groupId> <artifactId>crmp-data-syncjob-common</artifactId> <version>${project.version}</version> </dependency> <dependency> <groupId>com.crmp.ecc</groupId> <artifactId>crmp-data-syncjob-dao</artifactId> <version>${project.version}</version> </dependency> <dependency> <groupId>com.crmp.ecc</groupId> <artifactId>crmp-data-syncjob-domain</artifactId> <version>${project.version}</version> </dependency> <dependency> <groupId>com.crmp.ecc</groupId> <artifactId>crmp-data-syncjob-service</artifactId> <version>${project.version}</version> </dependency> </dependencies> </dependencyManagement> <dependencies> <!-- ========== 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<exclusions> <exclusion> <groupId>org.junit.vintage</groupId> <artifactId>junit-vintage-engine</artifactId> </exclusion> </exclusions> </dependency> <!-- ========== 工具类 ========== --> <dependency> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> <version>${lombok.version}</version> <scope>provided</scope> </dependency> <dependency> <groupId>cn.hutool</groupId> <artifactId>hutool-all</artifactId> <version>${hutool.version}</version> </dependency> <dependency> <groupId>org.apache.commons</groupId> <artifactId>commons-lang3</artifactId> <version>${commons-lang3.version}</version> </dependency> <dependency> <groupId>commons-codec</groupId> <artifactId>commons-codec</artifactId> <version>1.16.0</version> </dependency> <!-- ========== 数据库依赖 ========== --> <dependency> <groupId>mysql</groupId> <artifactId>mysql-connector-java</artifactId> <version>${mysql.version}</version> </dependency> <dependency> <groupId>com.alibaba</groupId> 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</dependency> <!-- ========== CDC连接器(核心修改:排除Infinispan-jdk11依赖) ========== --> <!-- Mysql CDC:排除传递的Debezium和Infinispan问题依赖 --> <dependency> <groupId>com.ververica</groupId> <artifactId>flink-connector-mysql-cdc</artifactId> <exclusions> <exclusion> <groupId>org.apache.flink</groupId> <artifactId>flink-core</artifactId> </exclusion> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> <exclusion> <groupId>org.apache.flink</groupId> <artifactId>flink-streaming-java</artifactId> </exclusion> <exclusion> <groupId>io.debezium</groupId> <artifactId>*</artifactId> </exclusion> <exclusion> <groupId>ch.qos.logback</groupId> <artifactId>logback-classic</artifactId> </exclusion> <!-- 排除Flink CDC传递的Infinispan问题依赖 --> <exclusion> <groupId>org.infinispan</groupId> <artifactId>infinispan-commons-jdk11</artifactId> </exclusion> </exclusions> </dependency> <!-- Oracle CDC:排除传递的Debezium和Infinispan问题依赖 --> <dependency> <groupId>com.ververica</groupId> <artifactId>flink-connector-oracle-cdc</artifactId> <exclusions> <exclusion> <groupId>org.apache.flink</groupId> <artifactId>flink-core</artifactId> </exclusion> <exclusion> <groupId>io.debezium</groupId> <artifactId>*</artifactId> </exclusion> <exclusion> <groupId>ch.qos.logback</groupId> <artifactId>logback-classic</artifactId> </exclusion> <exclusion> <groupId>org.infinispan</groupId> <artifactId>infinispan-commons-jdk11</artifactId> </exclusion> </exclusions> </dependency> <!-- 人大金仓CDC:排除传递的Debezium依赖 --> <dependency> <groupId>com.kingbase</groupId> <artifactId>flink-sql-cdc-connector-kes-v2</artifactId> <version>3.2-SNAPSHOT</version> <exclusions> <exclusion> <groupId>io.debezium</groupId> <artifactId>*</artifactId> </exclusion> <exclusion> <groupId>org.infinispan</groupId> <artifactId>infinispan-commons-jdk11</artifactId> </exclusion> </exclusions> </dependency> <!-- ========== 显式引入Debezium核心组件(版本由dependencyManagement锁定) ========== --> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-core</artifactId> </dependency> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-connector-mysql</artifactId> </dependency> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-connector-oracle</artifactId> </dependency> <!-- ========== Flink补充依赖 ========== --> <dependency> <groupId>org.apache.flink</groupId> <artifactId>flink-core</artifactId> <version>${flink.version}</version> <scope>provided</scope> </dependency> <dependency> <groupId>org.apache.flink</groupId> <artifactId>flink-streaming-java</artifactId> <version>${flink.version}</version> <exclusions> <exclusion> <groupId>org.apache.commons</groupId> <artifactId>commons-math3</artifactId> </exclusion> </exclusions> <scope>provided</scope> </dependency> <dependency> <groupId>org.apache.commons</groupId> <artifactId>commons-math3</artifactId> <version>3.6.1</version> </dependency> <dependency> <groupId>org.apache.flink</groupId> <artifactId>flink-connector-base</artifactId> <version>${flink.version}</version> </dependency> <!-- ========== Kafka依赖 ========== --> <dependency> <groupId>org.apache.flink</groupId> <artifactId>flink-connector-kafka</artifactId> <version>3.2.0-1.19</version> <exclusions> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> </exclusions> </dependency> <dependency> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> <version>${kafka-clients.version}</version> </dependency> <dependency> <groupId>org.apache.kafka</groupId> <artifactId>connect-api</artifactId> <version>${kafka-clients.version}</version> <exclusions> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> <exclusion> <groupId>org.slf4j</groupId> <artifactId>slf4j-api</artifactId> </exclusion> </exclusions> </dependency> <dependency> <groupId>org.apache.kafka</groupId> <artifactId>connect-json</artifactId> <version>${kafka-clients.version}</version> <exclusions> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> <exclusion> <groupId>org.slf4j</groupId> <artifactId>slf4j-api</artifactId> </exclusion> </exclusions> </dependency> <dependency> <groupId>org.apache.kafka</groupId> <artifactId>connect-transforms</artifactId> <version>${kafka-clients.version}</version> <exclusions> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> <exclusion> <groupId>org.slf4j</groupId> <artifactId>slf4j-api</artifactId> </exclusion> </exclusions> </dependency> <!-- ========== Doris连接器 ========== --> <dependency> <groupId>org.apache.doris</groupId> <artifactId>flink-doris-connector-1.19</artifactId> <version>25.1.0</version> <exclusions> <exclusion> <groupId>org.slf4j</groupId> <artifactId>slf4j-api</artifactId> </exclusion> <exclusion> <groupId>com.fasterxml.jackson.core</groupId> <artifactId>jackson-databind</artifactId> </exclusion> </exclusions> </dependency> <dependency> <groupId>com.fasterxml.jackson.core</groupId> <artifactId>jackson-databind</artifactId> <version>2.12.7</version> </dependency> <!-- ========== Hadoop支持 ========== --> <dependency> <groupId>org.apache.flink</groupId> <artifactId>flink-hadoop-compatibility_2.12</artifactId> <version>${flink.version}</version> <scope>provided</scope> </dependency> <dependency> <groupId>org.apache.hadoop</groupId> <artifactId>hadoop-hdfs</artifactId> <version>3.3.6</version> <scope>provided</scope> <exclusions> <exclusion> <groupId>org.slf4j</groupId> <artifactId>slf4j-log4j12</artifactId> </exclusion> <exclusion> <groupId>log4j</groupId> <artifactId>log4j</artifactId> </exclusion> <exclusion> <groupId>org.apache.yetus</groupId> <artifactId>audience-annotations</artifactId> </exclusion> </exclusions> </dependency> <dependency> <groupId>org.apache.hadoop</groupId> <artifactId>hadoop-common</artifactId> <version>3.3.6</version> <scope>provided</scope> <exclusions> <exclusion> <groupId>org.slf4j</groupId> <artifactId>slf4j-log4j12</artifactId> </exclusion> <exclusion> <groupId>log4j</groupId> <artifactId>log4j</artifactId> </exclusion> <exclusion> <groupId>org.apache.yetus</groupId> <artifactId>audience-annotations</artifactId> </exclusion> </exclusions> </dependency> <!-- ========== 其他工具依赖 ========== --> <dependency> <groupId>com.alibaba</groupId> <artifactId>fastjson</artifactId> <version>2.0.39</version> </dependency> <dependency> <groupId>javax.servlet</groupId> <artifactId>javax.servlet-api</artifactId> <version>3.1.0</version> <scope>provided</scope> </dependency> <dependency> <groupId>com.github.pagehelper</groupId> <artifactId>pagehelper</artifactId> <version>5.3.2</version> </dependency> <dependency> <groupId>org.json</groupId> <artifactId>json</artifactId> <version>20231013</version> </dependency> </dependencies> <!-- 环境配置 --> <profiles> <profile> <id>dev</id> <activation> <activeByDefault>false</activeByDefault> </activation> <properties> <profileActive>dev</profileActive> </properties> </profile> <profile> <id>prod</id> <activation> <activeByDefault>true</activeByDefault> </activation> <properties> <profileActive>prod</profileActive> </properties> </profile> </profiles> </project>这是配置,这还是报错 2025-11-25 14:34:23 java.lang.NoSuchMethodError: 'io.debezium.config.Field io.debezium.config.Field.withType(org.apache.kafka.common.config.ConfigDef$Type)' at io.debezium.relational.HistorizedRelationalDatabaseConnectorConfig.<clinit>(HistorizedRelationalDatabaseConnectorConfig.java:48) at io.debezium.relational.RelationalDatabaseConnectorConfig.lambda$new$0(RelationalDatabaseConnectorConfig.java:636) at java.base/java.util.stream.ReferencePipeline$2$1.accept(ReferencePipeline.java:176) at java.base/java.util.stream.ReferencePipeline$2$1.accept(ReferencePipeline.java:177) at java.base/java.util.HashMap$KeySpliterator.forEachRemaining(HashMap.java:1810) at java.base/java.util.stream.AbstractPipeline.copyInto(AbstractPipeline.java:484) at java.base/java.util.stream.AbstractPipeline.wrapAndCopyInto(AbstractPipeline.java:474) at java.base/java.util.stream.ReduceOps$ReduceOp.evaluateSequential(ReduceOps.java:913) at java.base/java.util.stream.AbstractPipeline.evaluate(AbstractPipeline.java:234) at java.base/java.util.stream.ReferencePipeline.collect(ReferencePipeline.java:578) at io.debezium.config.Configuration$5.keys(Configuration.java:1608) at io.debezium.config.Configuration$5.keys(Configuration.java:1605) at io.debezium.config.Configuration.map(Configuration.java:1567) at io.debezium.config.Configuration.subset(Configuration.java:1553) at io.debezium.relational.RelationalDatabaseConnectorConfig.<init>(RelationalDatabaseConnectorConfig.java:638) at io.debezium.connector.kes.KingbaseConnectorConfig.<init>(KingbaseConnectorConfig.java:1024) at org.apache.flink.cdc.connectors.kes.source.config.KingbaseSourceConfig.getDbzConnectorConfig(KingbaseSourceConfig.java:129) at org.apache.flink.cdc.connectors.kes.source.config.KingbaseSourceConfig.getDbzConnectorConfig(KingbaseSourceConfig.java:35) at org.apache.flink.cdc.connectors.base.config.JdbcSourceConfig.getTableFilters(JdbcSourceConfig.java:165) at org.apache.flink.cdc.connectors.kes.source.KingbaseDialect.isIncludeDataCollection(KingbaseDialect.java:219) at org.apache.flink.cdc.connectors.kes.source.KingbaseDialect.isIncludeDataCollection(KingbaseDialect.java:59) at org.apache.flink.cdc.connectors.base.source.reader.IncrementalSourceReader.addSplits(IncrementalSourceReader.java:266) at org.apache.flink.cdc.connectors.base.source.reader.IncrementalSourceReader.addSplits(IncrementalSourceReader.java:248) at org.apache.flink.streaming.api.operators.SourceOperator.handleAddSplitsEvent(SourceOperator.java:625) at org.apache.flink.streaming.api.operators.SourceOperator.handleOperatorEvent(SourceOperator.java:595) at org.apache.flink.streaming.runtime.tasks.OperatorEventDispatcherImpl.dispatchEventToHandlers(OperatorEventDispatcherImpl.java:72) at org.apache.flink.streaming.runtime.tasks.RegularOperatorChain.dispatchOperatorEvent(RegularOperatorChain.java:80) at org.apache.flink.streaming.runtime.tasks.StreamTask.lambda$dispatchOperatorEvent$22(StreamTask.java:1548) at org.apache.flink.streaming.runtime.tasks.StreamTaskActionExecutor$1.runThrowing(StreamTaskActionExecutor.java:50) at org.apache.flink.streaming.runtime.tasks.mailbox.Mail.run(Mail.java:90) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMail(MailboxProcessor.java:398) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.processMailsWhenDefaultActionUnavailable(MailboxProcessor.java:367) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.processMail(MailboxProcessor.java:352) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMailboxLoop(MailboxProcessor.java:229) at org.apache.flink.streaming.runtime.tasks.StreamTask.runMailboxLoop(StreamTask.java:917) at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:859) at org.apache.flink.runtime.taskmanager.Task.runWithSystemExitMonitoring(Task.java:958) at org.apache.flink.runtime.taskmanager.Task.restoreAndInvoke(Task.java:937) at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:751) at org.apache.flink.runtime.taskmanager.Task.run(Task.java:566) at java.base/java.lang.Thread.run(Thread.java:829) 2025-11-25 15:12:28 java.lang.NoClassDefFoundError: Could not initialize class io.debezium.relational.HistorizedRelationalDatabaseConnectorConfig at io.debezium.relational.RelationalDatabaseConnectorConfig.lambda$new$0(RelationalDatabaseConnectorConfig.java:636) at java.base/java.util.stream.ReferencePipeline$2$1.accept(ReferencePipeline.java:176) at java.base/java.util.stream.ReferencePipeline$2$1.accept(ReferencePipeline.java:177) at java.base/java.util.HashMap$KeySpliterator.forEachRemaining(HashMap.java:1810) at java.base/java.util.stream.AbstractPipeline.copyInto(AbstractPipeline.java:484) at java.base/java.util.stream.AbstractPipeline.wrapAndCopyInto(AbstractPipeline.java:474) at java.base/java.util.stream.ReduceOps$ReduceOp.evaluateSequential(ReduceOps.java:913) at java.base/java.util.stream.AbstractPipeline.evaluate(AbstractPipeline.java:234) at java.base/java.util.stream.ReferencePipeline.collect(ReferencePipeline.java:578) at io.debezium.config.Configuration$5.keys(Configuration.java:1608) at io.debezium.config.Configuration$5.keys(Configuration.java:1605) at io.debezium.config.Configuration.map(Configuration.java:1567) at io.debezium.config.Configuration.subset(Configuration.java:1553) at io.debezium.relational.RelationalDatabaseConnectorConfig.<init>(RelationalDatabaseConnectorConfig.java:638) at io.debezium.connector.kes.KingbaseConnectorConfig.<init>(KingbaseConnectorConfig.java:1024) at org.apache.flink.cdc.connectors.kes.source.config.KingbaseSourceConfig.getDbzConnectorConfig(KingbaseSourceConfig.java:129) at org.apache.flink.cdc.connectors.kes.source.config.KingbaseSourceConfig.getDbzConnectorConfig(KingbaseSourceConfig.java:35) at org.apache.flink.cdc.connectors.base.config.JdbcSourceConfig.getTableFilters(JdbcSourceConfig.java:165) at org.apache.flink.cdc.connectors.kes.source.KingbaseDialect.isIncludeDataCollection(KingbaseDialect.java:219) at org.apache.flink.cdc.connectors.kes.source.KingbaseDialect.isIncludeDataCollection(KingbaseDialect.java:59) at org.apache.flink.cdc.connectors.base.source.reader.IncrementalSourceReader.addSplits(IncrementalSourceReader.java:266) at org.apache.flink.cdc.connectors.base.source.reader.IncrementalSourceReader.addSplits(IncrementalSourceReader.java:248) at org.apache.flink.streaming.api.operators.SourceOperator.handleAddSplitsEvent(SourceOperator.java:625) at org.apache.flink.streaming.api.operators.SourceOperator.handleOperatorEvent(SourceOperator.java:595) at org.apache.flink.streaming.runtime.tasks.OperatorEventDispatcherImpl.dispatchEventToHandlers(OperatorEventDispatcherImpl.java:72) at org.apache.flink.streaming.runtime.tasks.RegularOperatorChain.dispatchOperatorEvent(RegularOperatorChain.java:80) at org.apache.flink.streaming.runtime.tasks.StreamTask.lambda$dispatchOperatorEvent$22(StreamTask.java:1548) at org.apache.flink.streaming.runtime.tasks.StreamTaskActionExecutor$1.runThrowing(StreamTaskActionExecutor.java:50) at org.apache.flink.streaming.runtime.tasks.mailbox.Mail.run(Mail.java:90) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMail(MailboxProcessor.java:398) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.processMailsWhenDefaultActionUnavailable(MailboxProcessor.java:367) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.processMail(MailboxProcessor.java:352) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMailboxLoop(MailboxProcessor.java:229) at org.apache.flink.streaming.runtime.tasks.StreamTask.runMailboxLoop(StreamTask.java:917) at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:859) at org.apache.flink.runtime.taskmanager.Task.runWithSystemExitMonitoring(Task.java:958) at org.apache.flink.runtime.taskmanager.Task.restoreAndInvoke(Task.java:937) at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:751) at org.apache.flink.runtime.taskmanager.Task.run(Task.java:566) at java.base/java.lang.Thread.run(Thread.java:829) 这问题能不能解决了?
最新发布
11-26
<think> 根据用户提供的错误信息和项目配置,核心问题在于Debezium和Kafka客户端版本不兼容。Debezium 1.9.8.Final需要Kafka客户端2.6.x版本,但项目中使用了2.8.1版本,导致类初始化失败。 ### 解决方案 #### 步骤1:降低Kafka客户端版本 在Maven的`<properties>`中将Kafka客户端版本降级到2.6.2(与Debezium 1.9.8兼容): ```xml <properties> <kafka-clients.version>2.6.2</kafka-clients.version> </properties> ``` #### 步骤2:确保所有模块使用统一版本 在父POM的`<dependencyManagement>`中显式锁定Kafka客户端版本: ```xml <dependencyManagement> <dependencies> <!-- 锁定Kafka客户端版本 --> <dependency> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> <version>${kafka-clients.version}</version> </dependency> </dependencies> </dependencyManagement> ``` #### 步骤3:排除冲突传递依赖 在Flink CDC连接器依赖中排除旧版Kafka客户端: ```xml <dependencies> <!-- Flink CDC连接器 --> <dependency> <groupId>com.ververica</groupId> <artifactId>flink-connector-mysql-cdc</artifactId> <version>${flink-cdc.version}</version> <exclusions> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> </exclusions> </dependency> <!-- 其他Flink CDC连接器同样处理 --> </dependencies> ``` ### 验证依赖树 执行以下命令确认Kafka客户端版本已统一: ```bash mvn clean dependency:tree -Dincludes="org.apache.kafka:kafka-clients" ``` 预期输出应显示所有模块使用`kafka-clients:2.6.2`。 ### 备选方案:升级Debezium(风险较高) 若必须使用Kafka 2.8.x,需升级Debezium至2.x版本(如2.3.0.Final): ```xml <properties> <debezium.version>2.3.0.Final</debezium.version> <kafka-clients.version>3.2.4</kafka-clients.version> <!-- Debezium 2.x需要Kafka 3.x --> </properties> ``` **注意**:此方案需同步升级Flink CDC至3.2.0+版本,且需全面测试与Flink 1.19.3的兼容性。 ### 错误原因分析 - **`NoSuchMethodError`**:Debezium 1.9.8中的`Field.withType()`方法签名与Kafka 2.8.1的`ConfigDef$Type`类不匹配。 - **`NoClassDefFoundError`**:因上述方法缺失导致`HistorizedRelationalDatabaseConnectorConfig`类初始化失败。 ### 引用说明 1. 类似依赖冲突问题可通过调整版本解决[^1] 2. 镜像仓库通常不影响类加载问题[^2] §§相关问题§§ 1. 如何检查Maven依赖冲突? 2. Debezium与Kafka的版本兼容性规则是什么? 3. Flink CDC如何选择兼容的Debezium版本? </think> 根据您的错误信息和项目依赖配置,核心问题是 **Debezium 1.9.8.Final 与 Kafka-clients 2.8.1 版本不兼容**。以下是完整解决方案: ### 解决方案(首选) #### 步骤1:降低 Kafka-clients 版本 ```xml <!-- 修改 properties 部分 --> <properties> <!-- 将 Kafka 版本降级至与 Debezium 1.9.8 兼容的版本 --> <kafka-clients.version>2.6.2</kafka-clients.version> </properties> ``` #### 步骤2:在所有依赖中排除冲突的 Kafka-clients ```xml <dependencies> <!-- Flink CDC 连接器 --> <dependency> <groupId>com.ververica</groupId> <artifactId>flink-connector-mysql-cdc</artifactId> <exclusions> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> </exclusions> </dependency> <!-- 人大金仓 CDC 连接器 --> <dependency> <groupId>com.kingbase</groupId> <artifactId>flink-sql-cdc-connector-kes-v2</artifactId> <exclusions> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> </exclusions> </dependency> <!-- 显式引入兼容版本的 Kafka-clients --> <dependency> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> <version>${kafka-clients.version}</version> </dependency> </dependencies> ``` ### 备选方案(升级 Debezium) ```xml <properties> <!-- 升级 Debezium 和 Kafka --> <debezium.version>2.3.0.Final</debezium.version> <kafka-clients.version>3.2.4</kafka-clients.version> <flink-cdc.version>3.2.0</flink-cdc.version> </properties> <dependencies> <!-- 显式升级 Debezium --> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-core</artifactId> <version>${debezium.version}</version> </dependency> <dependency> <groupId>io.debezium</groupId> <artifactId>debezium-connector-mysql</artifactId> <version>${debezium.version}</version> </dependency> <!-- 升级 Flink CDC --> <dependency> <groupId>com.ververica</groupId> <artifactId>flink-connector-mysql-cdc</artifactId> <version>${flink-cdc.version}</version> <exclusions> <exclusion> <groupId>org.apache.kafka</groupId> <artifactId>kafka-clients</artifactId> </exclusion> </exclusions> </dependency> </dependencies> ``` ### 错误原因深度分析 1. **类初始化失败(`NoClassDefFoundError`)** `HistorizedRelationalDatabaseConnectorConfig` 静态初始化时调用 `Field.withType()` 方法失败 ```java // Debezium 1.9.8 源码片段 public static final Field SERVER_NAME = Field.create("database.server.name") .withType(ConfigDef.Type.STRING) // 此方法签名在kafka-clients 2.8.1中已改变 .withImportance(ConfigDef.Importance.HIGH); ``` 2. **版本兼容矩阵** | 组件 | 兼容版本 | 冲突版本 | |----------------|------------------------|----------------| | Debezium 1.9.x | Kafka-clients ≤ 2.6.x | Kafka 2.8.1 | | Debezium 2.x | Kafka-clients ≥ 3.x | Kafka < 3.x | ### 验证步骤 1. **检查依赖树** ```bash mvn clean dependency:tree -Dincludes="io.debezium:*,org.apache.kafka:*" ``` 确认输出中只有 **一个** Kafka-clients 版本 2. **字节码验证工具** ```java public class DebeziumCompatibilityChecker { public static void main(String[] args) { try { Class.forName("io.debezium.relational.HistorizedRelationalDatabaseConnectorConfig"); ConfigDef.Type.STRING.getClass(); // Kafka 核心类 System.out.println("✅ 版本兼容性验证通过"); } catch (Exception e) { System.err.println("❌ 类加载失败: " + e.getMessage()); } } } ``` ### 附加优化 ```xml <!-- 在 build 插件中添加字节码校验 --> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-enforcer-plugin</artifactId> <version>3.3.0</version> <executions> <execution> <id>enforce-versions</id> <goals> <goal>enforce</goal> </goals> <configuration> <rules> <bannedDependencies> <!-- 禁止引入不兼容的 Kafka 版本 --> <excludes> <exclude>org.apache.kafka:kafka-clients:(,2.6.0],[2.7,)</exclude> </excludes> </bannedDependencies> </rules> </configuration> </execution> </executions> </plugin> ``` ### 结果预期 执行修改后: 1. `NoSuchMethodError` 和 `NoClassDefFoundError` 错误将消失 2. Debezium 连接器能正常初始化 3. 人大金仓 CDC 连接器可加载历史表配置 > **首选降级方案**,因为: > 1. 与现有 Flink 1.19.3 兼容性更好 > 2. 不需要修改业务代码 > 3. 风险更低(仅降低一个依赖版本)
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