Updated on 2024-07-19 GMT+08:00

Using Flume from Scratch

Scenario

You can use Flume to import collected log information to Kafka.

Prerequisites

  • A streaming cluster that contains components such as Flume and Kafka and has Kerberos authentication enabled has been created.
  • The streaming cluster can properly communicate with the node where logs are generated.

Using the Flume Client (Versions Earlier Than MRS 3.x)

You do not need to perform 2 to 6 for a normal cluster.

  1. Install the Flume client.

    Install the Flume client in a directory, for example, /opt/Flumeclient, on the node where logs are generated by referring to Installing the Flume Client on Clusters of Versions Earlier Than MRS 3.x. The Flume client installation directories in the following steps are only examples. Change them to the actual installation directories.

  2. Copy the configuration file of the authentication server from the Master1 node to the Flume client installation directory/fusioninsight-flume-Flume component version number/conf directory on the node where the Flume client is installed.

    ${BIGDATA_HOME}/MRS_Current/1_X_KerberosClient/etc/kdc.conf is used as the full file path.

    In the preceding paths, X indicates a random number. Change it based on the site requirements. The file must be saved by the user who installs the Flume client, for example, user root.

  3. Check the service IP address of any node where the Flume role is deployed.

    Log in to the cluster details page, choose Name of the desired cluster > Components > Flume > Instances, and check the service IP address of any node where the Flume role is deployed.

    If the Components tab is unavailable, complete IAM user synchronization first. (On the Dashboard page, click Synchronize on the right side of IAM User Sync to synchronize IAM users.)

  4. Copy the user authentication file from this node to the Flume client installation directory/fusioninsight-flume-Flume component version number/conf directory on the Flume client node.

    ${BIGDATA_HOME}/MRS_XXX/install/FusionInsight-Flume-Flume component version number/flume/conf/flume.keytab is used as the full file path.

    In the preceding paths, XXX indicates the product version number. Change it based on the site requirements. The file must be saved by the user who installs the Flume client, for example, user root.

  5. Copy the jaas.conf file from this node to the conf directory on the Flume client node.

    ${BIGDATA_HOME}/MRS_Current/1_X_Flume/etc/jaas.conf is used as the full file path.

    In the preceding path, X indicates a random number. Change it based on the site requirements. The file must be saved by the user who installs the Flume client, for example, user root.

  6. Log in to the Flume client node and go to the client installation directory. Run the following command to modify the file:

    vi conf/jaas.conf

    Change the full path of the user authentication file defined by keyTab to the Flume client installation directory/fusioninsight-flume-Flume component version number/conf saved in 4, and save the modification and exit.

  7. Run the following command to modify the flume-env.sh configuration file of the Flume client:

    vi Flume client installation directory/fusioninsight-flume-Flume component version number/conf/flume-env.sh

    Add the following information after -XX:+UseCMSCompactAtFullCollection:

    -Djava.security.krb5.conf=Flume client installation directory/fusioninsight-flume-1.9.0/conf/kdc.conf -Djava.security.auth.login.config=Flume client installation directory/fusioninsight-flume-1.9.0/conf/jaas.conf -Dzookeeper.request.timeout=120000

    Example: "-XX:+UseCMSCompactAtFullCollection -Djava.security.krb5.conf=/opt/FlumeClient/fusioninsight-flume-Flume component version number/conf/kdc.conf -Djava.security.auth.login.config=/opt/FlumeClient/fusioninsight-flume-Flume component version number/conf/jaas.conf -Dzookeeper.request.timeout=120000"

    Change Flume client installation directory to the actual installation directory. Then save and exit.

  8. Run the following command to restart the Flume client:

    cd Flume client installation directory/fusioninsight-flume-Flume component version number/bin

    ./flume-manage.sh restart

    Example:

    cd /opt/FlumeClient/fusioninsight-flume-Flume component version number/bin

    ./flume-manage.sh restart

  9. Run the following command to configure and save jobs in the Flume client configuration file properties.properties based on service requirements.

    vi Flume client installation directory/fusioninsight-flume-Flume component version number/conf/properties.properties

    The following uses SpoolDir Source+File Channel+Kafka Sink as an example:

    #########################################################################################
    client.sources = static_log_source  
    client.channels = static_log_channel 
    client.sinks = kafka_sink
    #########################################################################################
    #LOG_TO_HDFS_ONLINE_1
    
    client.sources.static_log_source.type = spooldir
    client.sources.static_log_source.spoolDir = Monitoring directory
    client.sources.static_log_source.fileSuffix = .COMPLETED
    client.sources.static_log_source.ignorePattern = ^$
    client.sources.static_log_source.trackerDir = Metadata storage path during transmission
    client.sources.static_log_source.maxBlobLength = 16384
    client.sources.static_log_source.batchSize = 51200
    client.sources.static_log_source.inputCharset = UTF-8
    client.sources.static_log_source.deserializer = LINE
    client.sources.static_log_source.selector.type = replicating
    client.sources.static_log_source.fileHeaderKey = file
    client.sources.static_log_source.fileHeader = false
    client.sources.static_log_source.basenameHeader = true
    client.sources.static_log_source.basenameHeaderKey = basename
    client.sources.static_log_source.deletePolicy = never
    
    client.channels.static_log_channel.type = file
    client.channels.static_log_channel.dataDirs = Data cache path. Multiple paths, separated by commas (,), can be configured to improve performance.
    client.channels.static_log_channel.checkpointDir = Checkpoint storage path
    client.channels.static_log_channel.maxFileSize = 2146435071
    client.channels.static_log_channel.capacity = 1000000
    client.channels.static_log_channel.transactionCapacity = 612000
    client.channels.static_log_channel.minimumRequiredSpace = 524288000
    
    client.sinks.kafka_sink.type = org.apache.flume.sink.kafka.KafkaSink
    client.sinks.kafka_sink.kafka.topic = Topic to which data is written, for example, flume_test
    client.sinks.kafka_sink.kafka.bootstrap.servers = XXX.XXX.XXX.XXX:Kafka port number,XXX.XXX.XXX.XXX:Kafka port number,XXX.XXX.XXX.XXX:Kafka port number
    client.sinks.kafka_sink.flumeBatchSize = 1000
    client.sinks.kafka_sink.kafka.producer.type = sync
    client.sinks.kafka_sink.kafka.security.protocol = SASL_PLAINTEXT
    client.sinks.kafka_sink.kafka.kerberos.domain.name = Kafka domain name. This parameter is mandatory for a security cluster, for example, hadoop.xxx.com.
    client.sinks.kafka_sink.requiredAcks = 0
    
    client.sources.static_log_source.channels = static_log_channel
    client.sinks.kafka_sink.channel = static_log_channel
    • client.sinks.kafka_sink.kafka.topic: Topic to which data is written. If the topic does not exist in Kafka, it is automatically created by default.
    • client.sinks.kafka_sink.kafka.bootstrap.servers: List of Kafka Brokers, which are separated by commas (,). By default, the port is 21007 for a security cluster and 9092 for a normal cluster.
    • client.sinks.kafka_sink.kafka.security.protocol: The value is SASL_PLAINTEXT for a security cluster and PLAINTEXT for a normal cluster.
    • client.sinks.kafka_sink.kafka.kerberos.domain.name:

      You do not need to set this parameter for a normal cluster. For a security cluster, the value of this parameter is the value of kerberos.domain.name in the Kafka cluster.

      Obtain the value by checking ${BIGDATA_HOME}/MRS_Current/1_X_Broker/etc/server.properties on the node where the broker instance resides.

      In the preceding paths, X indicates a random number. Change it based on site requirements. The file must be saved by the user who installs the Flume client, for example, user root.

  10. After the parameters are set and saved, the Flume client automatically loads the content configured in properties.properties. When new log files are generated by spoolDir, the files are sent to Kafka producers and can be consumed by Kafka consumers.

Using the Flume Client (MRS 3.x or Later)

You do not need to perform 2 to 6 for a normal cluster.

  1. Install the Flume client.

    Install the Flume client in a directory, for example, /opt/Flumeclient, on the node where logs are generated by referring to Installing the Flume Client on MRS 3.x or Later Clusters. The Flume client installation directories in the following steps are only examples. Change them to the actual installation directories.

  2. Copy the configuration file of the authentication server from the Master1 node to the Flume client installation directory/fusioninsight-flume-Flume component version number/conf directory on the node where the Flume client is installed.

    The full file path is ${BIGDATA_HOME}/FusionInsight_BASE_XXX/1_X_KerberosClient/etc/kdc.conf. In the preceding path, XXX indicates the product version number. X indicates a random number. Replace them based on site requirements. The file must be saved by the user who installs the Flume client, for example, user root.

  3. Check the service IP address of any node where the Flume role is deployed.

    Log in to FusionInsight Manager, click Cluster, click Services, and click Flume. On the displayed page, click Instance. Check the service IP address of any node where the Flume role is deployed.

    If the Components tab is unavailable, complete IAM user synchronization first. (On the Dashboard page, click Synchronize on the right side of IAM User Sync to synchronize IAM users.)

  4. Copy the user authentication file from this node to the Flume client installation directory/fusioninsight-flume-Flume component version number/conf directory on the Flume client node.

    The full file path is ${BIGDATA_HOME}/FusionInsight_Porter_XXX/install/FusionInsight-Flume-Flume component version number/flume/conf/flume.keytab.

    In the preceding paths, XXX indicates the product version number. Change it based on the site requirements. The file must be saved by the user who installs the Flume client, for example, user root.

  5. Copy the jaas.conf file from this node to the conf directory on the Flume client node.

    The full file path is ${BIGDATA_HOME}/FusionInsight_Current/1_X_Flume/etc/jaas.conf.

    In the preceding path, X indicates a random number. Change it based on the site requirements. The file must be saved by the user who installs the Flume client, for example, user root.

  6. Log in to the Flume client node and go to the client installation directory. Run the following command to modify the file:

    vi conf/jaas.conf

    Change the full path of the user authentication file defined by keyTab to the Flume client installation directory/fusioninsight-flume-Flume component version number/conf saved in 4, and save the modification and exit.

  7. Run the following command to modify the flume-env.sh configuration file of the Flume client:

    vi Flume client installation directory/fusioninsight-flume-Flume component version number/conf/flume-env.sh

    Add the following information after -XX:+UseCMSCompactAtFullCollection:

    -Djava.security.krb5.conf=Flume client installation directory/fusioninsight-flume-1.9.0/conf/kdc.conf -Djava.security.auth.login.config=Flume client installation directory/fusioninsight-flume-1.9.0/conf/jaas.conf -Dzookeeper.request.timeout=120000

    Example: "-XX:+UseCMSCompactAtFullCollection -Djava.security.krb5.conf=/opt/FlumeClient/fusioninsight-flume-Flume component version number/conf/kdc.conf -Djava.security.auth.login.config=/opt/FlumeClient/fusioninsight-flume-Flume component version number/conf/jaas.conf -Dzookeeper.request.timeout=120000"

    Change Flume client installation directory to the actual installation directory. Then save and exit.

  8. Run the following command to restart the Flume client:

    cd Flume client installation directory/fusioninsight-flume-Flume component version number/bin

    ./flume-manage.sh restart

    Example:

    cd /opt/FlumeClient/fusioninsight-flume-Flume component version number/bin

    ./flume-manage.sh restart

  9. Configure jobs based on actual service scenarios.

    • Some parameters, for MRS 3.x or later, can be configured on Manager.
    • Set the parameters in the properties.properties file. The following uses SpoolDir Source+File Channel+Kafka Sink as an example.

      Run the following command on the node where the Flume client is installed. Configure and save jobs in the Flume client configuration file properties.properties based on actual service requirements.

      vi Flume client installation directory/fusioninsight-flume-Flume component version number/conf/properties.properties

      #########################################################################################
      client.sources = static_log_source  
      client.channels = static_log_channel 
      client.sinks = kafka_sink
      #########################################################################################
      #LOG_TO_HDFS_ONLINE_1
      
      client.sources.static_log_source.type = spooldir
      client.sources.static_log_source.spoolDir = Monitoring directory
      client.sources.static_log_source.fileSuffix = .COMPLETED
      client.sources.static_log_source.ignorePattern = ^$
      client.sources.static_log_source.trackerDir = Metadata storage path during transmission
      client.sources.static_log_source.maxBlobLength = 16384
      client.sources.static_log_source.batchSize = 51200
      client.sources.static_log_source.inputCharset = UTF-8
      client.sources.static_log_source.deserializer = LINE
      client.sources.static_log_source.selector.type = replicating
      client.sources.static_log_source.fileHeaderKey = file
      client.sources.static_log_source.fileHeader = false
      client.sources.static_log_source.basenameHeader = true
      client.sources.static_log_source.basenameHeaderKey = basename
      client.sources.static_log_source.deletePolicy = never
      
      client.channels.static_log_channel.type = file
      client.channels.static_log_channel.dataDirs = Data cache path. Multiple paths, separated by commas (,), can be configured to improve performance.
      client.channels.static_log_channel.checkpointDir = Checkpoint storage path
      client.channels.static_log_channel.maxFileSize = 2146435071
      client.channels.static_log_channel.capacity = 1000000
      client.channels.static_log_channel.transactionCapacity = 612000
      client.channels.static_log_channel.minimumRequiredSpace = 524288000
      
      client.sinks.kafka_sink.type = org.apache.flume.sink.kafka.KafkaSink
      client.sinks.kafka_sink.kafka.topic = Topic to which data is written, for example, flume_test
      client.sinks.kafka_sink.kafka.bootstrap.servers = XXX.XXX.XXX.XXX:Kafka port number,XXX.XXX.XXX.XXX:Kafka port number,XXX.XXX.XXX.XXX:Kafka port number
      client.sinks.kafka_sink.flumeBatchSize = 1000
      client.sinks.kafka_sink.kafka.producer.type = sync
      client.sinks.kafka_sink.kafka.security.protocol = SASL_PLAINTEXT
      client.sinks.kafka_sink.kafka.kerberos.domain.name = Kafka domain name. This parameter is mandatory for a security cluster, for example, hadoop.xxx.com.
      client.sinks.kafka_sink.requiredAcks = 0
      
      client.sources.static_log_source.channels = static_log_channel
      client.sinks.kafka_sink.channel = static_log_channel
      • client.sinks.kafka_sink.kafka.topic: Topic to which data is written. If the topic does not exist in Kafka, it is automatically created by default.
      • client.sinks.kafka_sink.kafka.bootstrap.servers: List of Kafka Brokers, which are separated by commas (,). By default, the port is 21007 for a security cluster and 9092 for a normal cluster.
      • client.sinks.kafka_sink.kafka.security.protocol: The value is SASL_PLAINTEXT for a security cluster and PLAINTEXT for a normal cluster.
      • client.sinks.kafka_sink.kafka.kerberos.domain.name:

        You do not need to set this parameter for a normal cluster. For a security cluster, the value of this parameter is the value of kerberos.domain.name in the Kafka cluster.

        Obtain the value by checking ${BIGDATA_HOME}/MRS_Current/1_X_Broker/etc/server.properties on the node where the broker instance resides.

        In the preceding paths, X indicates a random number. Change it based on site requirements. The file must be saved by the user who installs the Flume client, for example, user root.

  10. After the parameters are set and saved, the Flume client automatically loads the content configured in properties.properties. When new log files are generated by spoolDir, the files are sent to Kafka producers and can be consumed by Kafka consumers.