After you use Log4j2 to record and manage the operational logs of a Java application, you can use a Log4j2 appender or Logtail to collect the logs and send them to Simple Log Service for query and analysis.
Log4j overview
Log4j is an open source project from Apache. With Log4j, you can configure destinations for your logs, such as a console, files, GUI components, socket servers, NT event recorders, or UNIX Syslog daemons. You can also control the output format of each log entry. By defining a log level for each log message, you can control the log generation process in a more fine-grained manner. You can configure these features in a configuration file without modifying your application's code. Log4j consists of three components:
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layouts
Layouts format log messages. Common layouts include:
Layout
Description
HTMLLayout
Formats logs as HTML tables.
SimpleLayout
Uses a simple output format, such as the default format for INFO-level messages.
PatternLayout
Outputs logs in a custom format. You can specify the order and format of elements such as timestamp, log level, thread name, class name, method name, and log message.
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appenders
Appenders define log output destinations. You can configure multiple appenders to send logs to different destinations. Common appenders include:
Appender
Description
ConsoleAppender
Outputs logs to the console.
FileAppender
Outputs logs to a file.
DailyRollingFileAppender
Outputs logs to a file and creates a new log file each day.
RollingFileAppender
Outputs log messages to a file up to a specified size. When the file reaches the size limit, it is renamed and a new file is created.
JDBCAppender
Saves log messages to a database.
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loggers
A logger is the entry point for logging and captures log messages. Each logger is assigned a log level based on its importance or severity. Log4j defines eight log levels, listed in descending order of priority: OFF, FATAL, ERROR, WARN, INFO, DEBUG, TRACE, and ALL. Child loggers inherit log levels from their parents. The following table describes the log levels.
Log level
Description
OFF
Turns off all logging.
FATAL
Indicates a severe error event that will cause the application to exit.
ERROR
Indicates an error event that might still allow the system to continue running.
WARN
Indicates a potentially harmful situation.
INFO
Used at a coarse-grained level to highlight the progress of the application.
DEBUG
Used for debugging applications to help diagnose issues.
TRACE
Used to trace program execution, output variables, and show the execution flow.
ALL
Prints all log records.
A logger can be associated with multiple appenders, but an appender can be associated with only one layout.
Prerequisites
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A Project and a Logstore have been created. For more information, see Manage Projects and Manage Logstores.
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If you use a RAM user instead of an Alibaba Cloud account, you must grant the RAM user the permissions to write data to a Logstore. To grant the permissions, you must first create a custom policy and then grant permissions to the RAM user.
Procedure
This topic uses Java and Log4j2 in the examples. You can also use Log4j for programs in other languages, such as C, C++, .NET, and PL/SQL. The syntax and usage are the same as in Java.
Step 1: Add the Log4j2 configuration file
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Add dependencies to your Maven project.
<dependencies> <dependency> <groupId>org.apache.logging.log4j</groupId> <artifactId>log4j-api</artifactId> <version>2.23.1</version> </dependency> <dependency> <groupId>org.apache.logging.log4j</groupId> <artifactId>log4j-core</artifactId> <version>2.23.1</version> </dependency> </dependencies> -
Modify the configuration file.
By default, Log4j2 searches for the configuration file in the classpath. If the file does not exist, create it manually. The following example uses log4j2.xml. Two appenders are defined in log4j2.xml to output logs to the console and the
app.logfile, respectively. The log level for the root logger is set toerror, and its logs are output to the console. The log level for the logger namedcom.example.demo.logis set towarn, and its logs are output to the file. For more information about configuring Log4j2, see the official documentation at Log4j – Configuring Log4j 2 (apache.org)<!-- status="WARN" sets the internal status of Log4j 2 itself, not the application's logging. It is used to capture and report potential issues during the configuration process. --> <Configuration status="WARN"> <!-- Start: Define two appenders for log output --> <Appenders> <!-- Defines a console appender named "Console". Logs are printed to the standard system output. --> <Console name="Console" target="SYSTEM_OUT"> <PatternLayout pattern="%d{yyyy-MM-dd HH:mm:ss:SSS zzz} [%t] %-5level %logger{36} - %msg%n"/> </Console> <!-- Defines a file appender named "MyFile". Logs are written to the "app.log" file. --> <File name="MyFile" fileName="app.log"> <PatternLayout pattern="%d{yyyy-MM-dd HH:mm:ss:SSS zzz} [%t] %-5level %logger{36} - %msg%n"/> </File> </Appenders> <!-- End: Define two appenders for log output --> <!-- Start: Configure logger behavior --> <Loggers> <!-- Defines a logger named "com.example.demo.log" and sets its level to warn. It references the "MyFile" appender, which means logs at the warn level and above from this logger are sent to "MyFile". --> <Logger name="com.example.demo.log" level="warn"> <AppenderRef ref="MyFile" /> </Logger> <!-- Defines the root logger and sets its level to error. It references the "Console" appender, which means logs at the error level and above are sent to the console. --> <Root level="error"> <AppenderRef ref="Console" /> </Root> </Loggers> <!-- End: Configure logger behavior --> </Configuration> -
Use the logger.
Write test code to get a logger instance and generate logs. The following code provides an example:
public void logExampleDemo() { // Get the logger instance named "com.example.demo.log". Logger logger = LogManager.getLogger("com.example.demo.log"); // Record log messages at different levels. logger.trace("trace level"); logger.debug("debug level"); logger.info("info level"); logger.warn("warn level"); logger.error("error level"); logger.fatal("fatal level"); } -
The following is a sample of the log output.
2024-05-28 13:37:16:295 CST [http-nio-8080-exec-8] TRACE com.example.demo.log - trace level 2024-05-28 13:37:16:296 CST [http-nio-8080-exec-8] DEBUG com.example.demo.log - debug level 2024-05-28 13:37:16:296 CST [http-nio-8080-exec-8] INFO com.example.demo.log - info level 2024-05-28 13:37:16:296 CST [http-nio-8080-exec-8] WARN com.example.demo.log - warn level 2024-05-28 13:37:16:296 CST [http-nio-8080-exec-8] ERROR com.example.demo.log - error level 2024-05-28 13:37:16:296 CST [http-nio-8080-exec-8] FATAL com.example.demo.log - fatal level
Step 2: Collect Log4j logs
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The Log4j2 appender is a built-in log collection method. For applications that are already integrated with Log4j2, you only need a simple configuration to send logs in real time without writing them to a server disk. This method is suitable for big data applications that require real-time processing of large volumes of log data.
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To collect logs using Logtail, you must install the Logtail agent on your server. The Logtail agent supports various processing plug-ins.
Via Log4j2 appender
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Add dependencies to your Maven project.
<dependency> <groupId>com.google.protobuf</groupId> <artifactId>protobuf-java</artifactId> <version>2.5.0</version> </dependency> <dependency> <groupId>com.aliyun.openservices</groupId> <artifactId>aliyun-log-log4j2-appender</artifactId> <version>0.1.12</version> </dependency> -
Modify the configuration file.
The following example uses the XML configuration file
log4j2.xml. If the file does not exist, create it in the project's root directory. Configure theLoghubappender and logger as shown in the following code:<Appenders> <Loghub name="Loghub" project="your project" logStore="your logStore" endpoint="your project endpoint" accessKeyId="your accessKey id" accessKeySecret="your accessKey secret" totalSizeInBytes="104857600" maxBlockMs="0" ioThreadCount="8" batchSizeThresholdInBytes="524288" batchCountThreshold="4096" lingerMs="2000" retries="10" baseRetryBackoffMs="100" maxRetryBackoffMs="100" topic="your topic" source="your source" timeFormat="yyyy-MM-dd'T'HH:mmZ" timeZone="UTC" ignoreExceptions="true"> <PatternLayout pattern="%d %-5level [%thread] %logger{0}: %msg"/> </Loghub> </Appenders> <Loggers> <Root level="warn"> <AppenderRef ref="Loghub"/> </Root> </Loggers>The
project,Logstore,endpoint,accessKeyId, andaccessKeySecretparameters are required. If not specified, optional parameters use their default values. The following table describes the parameters.Parameter
Description
project
The name of your Project in Simple Log Service.
Logstore
The name of your Logstore in Simple Log Service.
endpoint
The public endpoint for Simple Log Service. For more information about how to obtain an endpoint, see Service endpoint.
accessKeyId
The AccessKey ID. For more information, see Create an AccessKey.
accessKeySecret
The AccessKey secret. For more information, see Create an AccessKey.
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The following code is a test example.
import org.apache.logging.log4j.LogManager; import org.apache.logging.log4j.Logger; public class Log4j2AppenderExample { private static final Logger LOGGER = LogManager.getLogger(Log4j2AppenderExample.class); public static void main(String[] args) throws InterruptedException { LOGGER.trace("log4j2 trace log"); LOGGER.debug("log4j2 debug log"); LOGGER.info("log4j2 info log"); LOGGER.warn("log4j2 warn log"); LOGGER.error("log4j2 error log", new RuntimeException("Runtime Exception")); Thread.sleep(1000 * 5); } }
Via Logtail
When you configure Logtail, you must specify the file path. Make sure that application logs can be written to the log files.
Simple Log Service provides a configuration wizard to help you quickly collect text logs using Logtail. If your ECS instance and your Simple Log Service Project are under the same account and in the same region, see Collect text logs from servers. Otherwise, see Manually install Logtail to collect text logs from servers.
Step 3: View logs
Log on to the Simple Log Service console.
In the Projects section, click the one you want.

On the tab, click the logstore you want.

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Verify that the log data is uploaded. In the Logstore, click Consumption Preview to quickly view the logs. For more information, see Query and analysis quick start.
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Query and analyze the logs.
ImportantAfter logs are uploaded to a Logstore, you must create an index to query and analyze them. For information about how to configure an index, see Create indexes.
Enter a query statement, and then click Last 15 Minutes to specify a time range. The following is a sample log:
level: ERROR location: com.aliyun.openservices.log.log4j.example.Log4jAppenderExample.main(Log4jAppenderExample.java:16) message: error log throwable: java.lang.RuntimeException: xxx thread: main time: 2018-01-02T03:15+0000 log: 0 [main] ERROR com.aliyun.openservices.log.log4j.example.Log4jAppenderExample - error log __source__: xxx __topic__: yyyQuery and analyze logs on the Logstore page.
You can enter a query statement to view, search for, and filter log data. For more information, see Query and analyze logs. The following statements are examples.
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Query the top three locations with the most errors in the last hour.
level: ERROR | select location ,count(*) as count GROUP BY location ORDER BY count DESC LIMIT 3 -
Count the number of logs for each log level in the last 15 minutes.
| select level ,count(*) as count GROUP BY level ORDER BY count DESC
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Related documents
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To learn how to use Logtail to collect logs from a server, see Collect text logs from servers. Various plug-ins are available. For more information, see Native parsing.
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If the preview page is blank or no data appears on the query page after you use Logtail to collect logs, see Troubleshoot Logtail collection errors. Errors such as regex parsing failures, incorrect file paths, or traffic exceeding shard capacity can occur when you use Logtail to collect logs. To view Logtail collection errors, see How do I view Logtail collection errors?. For information about common data collection errors, see Common collection errors.
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For use cases and frequently asked questions (FAQs) about collecting Log4j logs with a Log4j2 appender, see Log4j2 Appender. For earlier versions, see Log4j Appender.
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When you use a Log4j2 appender to collect Log4j logs, you must configure your
accessKeyIdandaccessKeySecret. For information about how to obtain them, see Create an AccessKey. To configure the endpoint provided by Simple Log Service, see Service endpoint.