请求 ID 添加到AWS Lambda的日志

具体需求是将请求id加到日志的前缀,这样可以根据请求id快速查看到对应的日志

前置检查

对于spring项目而言首先需要检查是否存在logback、log4j-to-slf4j的依赖,这些依赖会影响使用log4j,使用下面指令可以查看项目依赖树

 mvn dependency:tree

查询结果如下

image-20230508151853699

检查查询结果是否有log4j-to-slf4j、logback依赖

存在依赖的话,需要排除,下面是实践中需要排开的包

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
            <exclusions>
                <exclusion>
                    <groupId>org.apache.logging.log4j</groupId>
                    <artifactId>log4j-to-slf4j</artifactId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.aspectj</groupId>
            <artifactId>aspectjweaver</artifactId>
            <version>1.9.4</version>
            <exclusions>
                <exclusion>
                    <groupId>org.apache.logging.log4j</groupId>
                    <artifactId>log4j-to-slf4j</artifactId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>com.company</groupId>
            <artifactId>company_common</artifactId>
            <version>1.0-SNAPSHOT</version>
            <exclusions>
                <exclusion>
                    <groupId>ch.qos.logback</groupId>
                    <artifactId>logback-classic</artifactId>
                </exclusion>
                <exclusion>
                    <groupId>org.apache.logging.log4j</groupId>
                    <artifactId>log4j-to-slf4j</artifactId>
                </exclusion>
            </exclusions>
        </dependency>

使用 aws-lambda-java-log4j2

1.导入相关依赖

        <dependency>
            <groupId>com.amazonaws</groupId>
            <artifactId>aws-lambda-java-log4j2</artifactId>
            <version>1.5.1</version>
        </dependency>
        <dependency>
            <groupId>org.apache.logging.log4j</groupId>
            <artifactId>log4j-core</artifactId>
            <version>2.17.1</version>
        </dependency>
        <dependency>
            <groupId>org.apache.logging.log4j</groupId>
            <artifactId>log4j-api</artifactId>
            <version>2.17.1</version>
        </dependency>
        <dependency>
            <groupId>org.apache.logging.log4j</groupId>
            <artifactId>log4j-slf4j-impl</artifactId>
            <version>2.17.1</version>
        </dependency>

2.创建日志配置文件,在resources目录下创建log4j2.xml文件,文件内容如下

<?xml version="1.0" encoding="UTF-8"?>
<Configuration packages="com.amazonaws.services.lambda.runtime.log4j2">
    <Appenders>
        <Lambda name="Lambda">
            <PatternLayout>
                <pattern>%d{yyyy-MM-dd HH:mm:ss} %X{AWSRequestId} %-5p %c{1}:%L - %m%n</pattern>
            </PatternLayout>
        </Lambda>
    </Appenders>
    <Loggers>
        <Root level="info">
            <AppenderRef ref="Lambda" />
        </Root>
    </Loggers>
</Configuration>

2.配置assembly插件打包

                    <plugin>
                        <groupId>org.apache.maven.plugins</groupId>
                        <artifactId>maven-assembly-plugin</artifactId>
                        <version>3.1.0</version>
                        <executions>
                            <execution>
                                <id>zip-assembly</id>
                                <phase>package</phase>
                                <goals>
                                    <goal>single</goal>
                                </goals>
                                <configuration>
                                    <finalName>${project.artifactId}-${project.version}</finalName>
                                    <descriptors>
                                        <descriptor>src${file.separator}assembly${file.separator}bin.xml</descriptor>
                                    </descriptors>
                                    <attach>false</attach>
                                </configuration>
                            </execution>
                        </executions>
                    </plugin>

3.创建打包配置文件,在src目录下创建assembly文件夹,在该文件夹下创建bin.xml文件,文件内容如下

<assembly xmlns="http://maven.apache.org/ASSEMBLY/2.0.0"
          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
          xsi:schemaLocation="http://maven.apache.org/ASSEMBLY/2.0.0 http://maven.apache.org/xsd/assembly-2.0.0.xsd">
    <id>lambda-package</id>
    <formats>
        <format>zip</format>
    </formats>
    <includeBaseDirectory>false</includeBaseDirectory>
    <fileSets>
        <!-- copy runtime dependencies with some exclusions -->
        <fileSet>
            <directory>${project.build.directory}${file.separator}lib</directory>
            <outputDirectory>lib</outputDirectory>
            <excludes>
                <exclude>tomcat-embed*</exclude>
            </excludes>
        </fileSet>
        <!-- copy all classes -->
        <fileSet>
            <directory>${project.build.directory}${file.separator}classes</directory>
            <includes>
                <include>**</include>
            </includes>
            <outputDirectory>${file.separator}</outputDirectory>
        </fileSet>
    </fileSets>
</assembly>

4.打包好后,可以通过脚本或者手动将zip包部署到Lambda上,请求Lambda查看日志,可以看前缀中包含了请求id

image-20230508155450783

参考资料

Java 中的 AWS Lambda 函数日志记录

将 log4j2 与 AWS Lambda 结合使用