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  The following diagram indicates the minimum deployment pattern used for high availability.

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1. Do the following database-related configurations.

   1. Follow the steps below to configure the <EI_HOME>/wso2/analytics/conf/datasources/master-datasources.xml file as required

      1. Enable the all the nodes to access the users database by configuring a datasource to be used by user manager as shown below. 

         Code Block
         language xml
         <datasource> <name>WSO2UM_DB</name> <description>The datasource used by user manager</description> <jndiConfig> <name>jdbc/WSO2UM_DB</name> </jndiConfig> <definition type="RDBMS"> <configuration> <url>jdbc:mysql://[MySQL DB url]:[port]/userdb</url> <username>[user]</username> <password>[password]</password> <driverClassName>com.mysql.jdbc.Driver</driverClassName> <maxActive>50</maxActive> <maxWait>60000</maxWait> <testOnBorrow>true</testOnBorrow> <validationQuery>SELECT 1</validationQuery> <validationInterval>30000</validationInterval> </configuration> </definition> </datasource>

      2. Enable the nodes to access the registry database by configuring the WSO2REG_DB data source as follows.

         Code Block
         language xml
         <datasource> <name>WSO2REG_DB</name> <description>The datasource used by the registry</description> <jndiConfig> <name>jdbc/WSO2REG_DB</name> </jndiConfig> <definition type="RDBMS"> <configuration> <url>jdbc:mysql://[MySQL DB url]:[port]/regdb</url> <username>[user]</username> <password>[password]</password> <driverClassName>com.mysql.jdbc.Driver</driverClassName> <maxActive>50</maxActive> <maxWait>60000</maxWait> <testOnBorrow>true</testOnBorrow> <validationQuery>SELECT 1</validationQuery> <validationInterval>30000</validationInterval> </configuration> </definition> </datasource>

         For detailed information about registry sharing strategies, see the library article Sharing Registry Space across Multiple Product Instances.

   2. Point to WSO2_ANALYTICS_EVENT_STORE_DB and WSO2_ANALYTICS_PROCESSED_DATA_STORE_DB in the <EI_HOME>/wso2/analytics/conf/datasources/analytics-datasources.xml file as shown below.

      Code Block
      language xml
      <datasources-configuration> <providers> <provider>org.wso2.carbon.ndatasource.rdbms.RDBMSDataSourceReader</provider> </providers> <datasources> <datasource> <name>WSO2_ANALYTICS_EVENT_STORE_DB</name> <description>The datasource used for analytics record store</description> <definition type="RDBMS"> <configuration> <url>jdbc:mysql://[MySQL DB url]:[port]/WSO2_ANALYTICS_EVENT_STORE_DB</url> <username>[username]</username> <password>[password]</password> <driverClassName>com.mysql.jdbc.Driver</driverClassName> <maxActive>50</maxActive> <maxWait>60000</maxWait> <testOnBorrow>true</testOnBorrow> <validationQuery>SELECT 1</validationQuery> <validationInterval>30000</validationInterval> <defaultAutoCommit>false</defaultAutoCommit> </configuration> </definition> </datasource> <datasource> <name>WSO2_ANALYTICS_PROCESSED_DATA_STORE_DB</name> <description>The datasource used for analytics record store</description> <definition type="RDBMS"> <configuration> <url>jdbc:mysql://[MySQL DB url]:[port]/WSO2_ANALYTICS_PROCESSED_DATA_STORE_DB</url> <username>[username]</username> <password>[password]</password> <driverClassName>com.mysql.jdbc.Driver</driverClassName> <maxActive>50</maxActive> <maxWait>60000</maxWait> <testOnBorrow>true</testOnBorrow> <validationQuery>SELECT 1</validationQuery> <validationInterval>30000</validationInterval> <defaultAutoCommit>false</defaultAutoCommit> </configuration> </definition> </datasource> </datasources> </datasources-configuration>

      For more information, see Datasources in DAS documentation.

      Info
      Datasources are configured for WSO2 EI Analytics in the way they are configured for WSO2 Data Analytics Server.

   3. To share the user store among the nodes, open the <EI_HOME>/wso2/analytics/conf/user-mgt.xmlfile and modify the dataSource property of the <configuration> element as follows.

      Code Block
      language xml
      <configuration> ... <Property name="dataSource">jdbc/WSO2UM_DB</Property> </configuration>

      Info
      The datasource name specified in this configuration should be the same as the datasource used by user manager that you configured in sub step a, i.

   4. In the <EI_HOME>/wso2/analytics/conf/registry.xml file, add or modify the dataSource attribute of the <dbConfig name="govregistry"> element as follows.

      Code Block
      language xml
      <dbConfig name="govregistry"> <dataSource>jdbc/WSO2REG_DB</dataSource> </dbConfig> <remoteInstance url="https://localhost:9443/registry">  <id>gov</id> <cacheId>user@jdbc:mysql://localhost:3306/regdb</cacheId> <dbConfig>govregistry</dbConfig> <readOnly>false</readOnly> <enableCache>true</enableCache> <registryRoot>/</registryRoot> </remoteInstance> <mount path="/_system/governance" overwrite="true"> <instanceId>gov</instanceId> <targetPath>/_system/governance</targetPath> </mount> <mount path="/_system/config" overwrite="true"> <instanceId>gov</instanceId> <targetPath>/_system/config</targetPath> </mount>

      Note
      Do not replace the following configuration when adding in the mounting configurations. The registry mounting configurations mentioned in the above steps should be added in addition to the following. Code Block language xml <dbConfig name="wso2registry"> <dataSource>jdbc/WSO2CarbonDB</dataSource> </dbConfig>

2. Update the <EI_HOME>/wso2/analytics/conf/axis2/axis2.xml file as follows to enable Hazlecast clustering for both nodes.
   

   1. Set clustering class="org.wso2.carbon.core.clustering.hazelcast.HazelcastClusteringAgent" to true as shown below to enable Hazlecast clustering.

      Code Block
      language xml
      <clustering class="org.wso2.carbon.core.clustering.hazelcast.HazelcastClusteringAgent" enable="true">

   2. Enable the wka mode for both nodes as shown below. See About Membership Schemes for more information on wka mode. 

      Code Block
      language xml
      <parameter name="membershipScheme">wka</parameter>

   3. Add both the EI Analytics nodes as well known members in the cluster under the members tag in each node as shown in the example below.

      Code Block
      language xml
      <members> <member> <hostName>[node1 IP]</hostName> <port>[node1 port]</port> </member> <member> <hostName>[node2 IP]</hostName> <port>[node2 port]</port> </member> </members>

   4. For each node, enter the respective server IP address as the value forthe localMemberHost property as shown below.

      Code Block
      language xml
      <parameter name="localMemberHost">[Server_IP_Address]</parameter>

   Expand
   title Click here to view the complete clustering section of the axis2.xml file. with the changes mentioned above.
   Code Block language xml <clustering class="org.wso2.carbon.core.clustering.hazelcast.HazelcastClusteringAgent" enable="true"> <!-- This parameter indicates whether the cluster has to be automatically initalized when the AxisConfiguration is built. If set to "true" the initialization will not be done at that stage, and some other party will have to explictly initialize the cluster. --> <parameter name="AvoidInitiation">true</parameter> <!-- The membership scheme used in this setup. The only values supported at the moment are "multicast" and "wka" 1. multicast - membership is automatically discovered using multicasting 2. wka - Well-Known Address based multicasting. Membership is discovered with the help of one or more nodes running at a Well-Known Address. New members joining a cluster will first connect to a well-known node, register with the well-known node and get the membership list from it. When new members join, one of the well-known nodes will notify the others in the group. When a member leaves the cluster or is deemed to have left the cluster, it will be detected by the Group Membership Service (GMS) using a TCP ping mechanism. --> <parameter name="membershipScheme">wka</parameter> <!--<parameter name="licenseKey">xxx</parameter>--> <!--<parameter name="mgtCenterURL">http://localhost:8081/mancenter/</parameter>--> <!-- The clustering domain/group. Nodes in the same group will belong to the same multicast domain. There will not be interference between nodes in different groups. --> <parameter name="domain">wso2.carbon.domain</parameter> <!-- The multicast address to be used --> <!--<parameter name="mcastAddress">228.0.0.4</parameter>--> <!-- The multicast port to be used --> <parameter name="mcastPort">45564</parameter> <parameter name="mcastTTL">100</parameter> <parameter name="mcastTimeout">60</parameter> <!-- The IP address of the network interface to which the multicasting has to be bound to. Multicasting would be done using this interface. --> <!-- <parameter name="mcastBindAddress">10.100.5.109</parameter> --> <!-- The host name or IP address of this member --> <parameter name="localMemberHost">[node IP]</parameter> <!-- The bind adress of this member. The difference between localMemberHost & localMemberBindAddress is that localMemberHost is the one that is advertised by this member, while localMemberBindAddress is the address to which this member is bound to. --> <!-- <parameter name="localMemberBindAddress">[node IP]</parameter> --> <!-- The TCP port used by this member. This is the port through which other nodes will contact this member --> <parameter name="localMemberPort">[node port]</parameter> <!-- The bind port of this member. The difference between localMemberPort & localMemberBindPort is that localMemberPort is the one that is advertised by this member, while localMemberBindPort is the port to which this member is bound to. --> <!-- <parameter name="localMemberBindPort">4001</parameter> --> <!-- Properties specific to this member --> <parameter name="properties"> <property name="backendServerURL" value="https://${hostName}:${httpsPort}/services/"/> <property name="mgtConsoleURL" value="https://${hostName}:${httpsPort}/"/> <property name="subDomain" value="worker"/> </parameter> <!-- Uncomment the following section to load custom Hazelcast data serializers. --> <!-- <parameter name="hazelcastSerializers"> <serializer typeClass="java.util.TreeSet">org.wso2.carbon.hazelcast.serializer.TreeSetSerializer </serializer> <serializer typeClass="java.util.Map">org.wso2.carbon.hazelcast.serializer.MapSerializer</serializer> </parameter> --> <!-- The list of static or well-known members. These entries will only be valid if the "membershipScheme" above is set to "wka" --> <members> <member> <hostName>[node1 IP]</hostName> <port>[node1 port]</port> </member> <member> <hostName>[node2 IP]</hostName> <port>[node2 port]</port> </member> </members> <!-- Enable the groupManagement entry if you need to run this node as a cluster manager. Multiple application domains with different GroupManagementAgent implementations can be defined in this section. --> <groupManagement enable="false"> <applicationDomain name="wso2.as.domain" description="AS group" agent="org.wso2.carbon.core.clustering.hazelcast.HazelcastGroupManagementAgent" subDomain="worker" port="2222"/> </groupManagement> </clustering>

    

3. Configure the  <EI_HOME>/wso2/analytics/conf/event-processor.xml file as follows to cluster ESB Analytics in the Receiver.

   1. Enable the HA mode by setting the following property.

      Code Block
      language xml
      <mode name="HA" enable="true">

   2. Disable the Distributed mode by setting the following property.

      Code Block
      language xml
      <mode name="Distributed" enable="false">

   3. For each node, enter the respective server IP address under the HA mode Config section as shown in the example below.

      Info

      When you enable the HA mode for WSO2 EI Analytics, state persistence is enabled by default. If there is no real time use case that requires any state information after starting the cluster, you should disable event persistence by setting the persistence attribute to false in the <EI_HOME>/wso2/analytics/conf/event-processor.xml file as shown below. Code Block language xml <persistence enable="false"> <persistenceIntervalInMinutes>15</persistenceIntervalInMinutes> <persisterSchedulerPoolSize>10</persisterSchedulerPoolSize> <persister class="org.wso2.carbon.event.processor.core.internal.persistence.FileSystemPersistenceStore"> <property key="persistenceLocation">cep_persistence</property> </persister> </persistence>

      Code Block
      language xml
      <!-- HA Mode Config --> <mode name="HA" enable="true"> ... <eventSync> <hostName>[Server_IP_Address]</hostName>

      Info

      When you enable persistance for the WSO2 EI Analytics profile, the internal state of EI Analytics is persisted in files. These files are not automatically deleted. Therefore, if you want to save space in your EI Analytics pack, you need to delete them manually. These files are created in the <EI_HOME>/wso2/analytics/cep_persistence/<tenant-id> directory. This directory has a separate sub-directory for each execution plan. Each execution plan can have multiple files. The format of each file name is <TIMESTAMP>_<EXECUTION_PLAN_NAME> (e.g, 1493101044948_MyExecutionPlan). If you want to clear files for a specific execution plan, you need to leave the two files with the latest timestamps and delete the rest.

   Expand
   title Click here to view the complete event-processor.xml file with the changes mentioned above.
   Code Block language xml <eventProcessorConfiguration> <mode name="SingleNode" enable="false"> <persistence enable="false"> <persistenceIntervalInMinutes>15</persistenceIntervalInMinutes> <persisterSchedulerPoolSize>10</persisterSchedulerPoolSize> <persister class="org.wso2.carbon.event.processor.core.internal.persistence.FileSystemPersistenceStore"> <property key="persistenceLocation">cep_persistence</property> </persister> </persistence> </mode> <!-- HA Mode Config --> <mode name="HA" enable="true"> <nodeType> <worker enable="true"/> <presenter enable="false"/> </nodeType> <checkMemberUpdateInterval>10000</checkMemberUpdateInterval> <eventSync> <hostName>172.18.1.217</hostName> <port>11224</port> <reconnectionInterval>20000</reconnectionInterval> <serverThreads>20000</serverThreads> <!--Size of TCP event publishing client's send buffer in bytes--> <publisherTcpSendBufferSize>5242880</publisherTcpSendBufferSize> <!--Character encoding of TCP event publishing client--> <publisherCharSet>UTF-8</publisherCharSet> <publisherBufferSize>1024</publisherBufferSize> <publisherConnectionStatusCheckInterval>30000</publisherConnectionStatusCheckInterval> <!--Number of events that could be queued at receiver before they are synced between CEP/DAS nodes--> <receiverQueueSize>1000000</receiverQueueSize> <!--Max total size of events that could be queued at receiver before they are synced between CEP/DAS nodes--> <receiverQueueMaxSizeMb>10</receiverQueueMaxSizeMb> <!--Number of events that could be queued at publisher to sync output between CEP/DAS nodes--> <publisherQueueSize>1000000</publisherQueueSize> <!--Max total size of events that could be queued at publisher to sync output between CEP/DAS nodes--> <publisherQueueMaxSizeMb>10</publisherQueueMaxSizeMb> </eventSync> <management> <hostName>172.18.1.217</hostName> <port>10005</port> <tryStateChangeInterval>15000</tryStateChangeInterval> <stateSyncRetryInterval>10000</stateSyncRetryInterval> </management> <presentation> <hostName>0.0.0.0</hostName> <port>11000</port> <!--Size of TCP event publishing client's send buffer in bytes--> <publisherTcpSendBufferSize>5242880</publisherTcpSendBufferSize> <!--Character encoding of TCP event publishing client--> <publisherCharSet>UTF-8</publisherCharSet> <publisherBufferSize>1024</publisherBufferSize> <publisherConnectionStatusCheckInterval>30000</publisherConnectionStatusCheckInterval> </presentation> </mode> <!-- Distributed Mode Config --> <mode name="Distributed" enable="false"> <nodeType> <worker enable="true"/> <manager enable="true"> <hostName>0.0.0.0</hostName> <port>8904</port> </manager> <presenter enable="false"> <hostName>0.0.0.0</hostName> <port>11000</port> </presenter> </nodeType> <management> <managers> <manager> <hostName>localhost</hostName> <port>8904</port> </manager> <manager> <hostName>localhost</hostName> <port>8905</port> </manager> </managers> <!--Connection re-try interval to connect to Storm Manager service in case of a connection failure--> <reconnectionInterval>20000</reconnectionInterval> <!--Heart beat interval (in ms) for event listeners in "Storm Receivers" and "CEP Publishers" to acknowledge their availability for receiving events"--> <heartbeatInterval>5000</heartbeatInterval> <!--Storm topology re-submit interval in case of a topology submission failure--> <topologyResubmitInterval>10000</topologyResubmitInterval> </management> <transport> <!--Port range to be used for events listener servers in "Storm Receiver Spouts" and "CEP Publishers"--> <portRange> <min>15000</min> <max>15100</max> </portRange> <!--Connection re-try interval (in ms) for connection failures between "CEP Receiver" to "Storm Receiver" connections and "Storm Publisher" to "CEP Publisher" connections--> <reconnectionInterval>20000</reconnectionInterval> <!--Size of the output queue of each "CEP Receiver" which stores events to be published into "Storm Receivers" . This must be a power of two--> <cepReceiverOutputQueueSize>8192</cepReceiverOutputQueueSize> <!--Size of the output queue of each "Storm Publisher" which stores events to be published into "CEP Publisher" . This must be a power of two--> <stormPublisherOutputQueueSize>8192</stormPublisherOutputQueueSize> <!--Size of TCP event publishing client's send buffer in bytes--> <tcpEventPublisherSendBufferSize>5242880</tcpEventPublisherSendBufferSize> <!--Character encoding of TCP event publishing client--> <tcpEventPublisherCharSet>UTF-8</tcpEventPublisherCharSet> <!--Size of the event queue in each storm spout which stores events to be processed by storm bolts --> <stormSpoutBufferSize>10000</stormSpoutBufferSize> <connectionStatusCheckInterval>20000</connectionStatusCheckInterval> </transport> <presentation> <presentationOutputQueueSize>1024</presentationOutputQueueSize> <!--Size of TCP event publishing client's send buffer in bytes--> <tcpEventPublisherSendBufferSize>5242880</tcpEventPublisherSendBufferSize> <!--Character encoding of TCP event publishing client--> <tcpEventPublisherCharSet>UTF-8</tcpEventPublisherCharSet> <connectionStatusCheckInterval>20000</connectionStatusCheckInterval> </presentation> <statusMonitor> <lockTimeout>60000</lockTimeout> <updateRate>60000</updateRate> </statusMonitor> <stormJar>org.wso2.cep.storm.dependencies.jar</stormJar> <distributedUIUrl></distributedUIUrl> <memberUpdateCheckInterval>20000</memberUpdateCheckInterval> </mode> </eventProcessorConfiguration>

   Info

   The following node types are configured for the HA deployment mode in the <EI-Analytics_HOME>/repository/conf/event-processor.xml file. eventSync: Both the active and the passive nodes in this setup are event synchronizing nodes as explained in the introduction. Therefore, each node should have the host and the port on which it is operating specified under the <eventSync> element. management: In this setup, both the nodes carry out the same tasks, and therefore, both nodes are considered manager nodes. Therefore, each node should have the host and the port on which it is operating specified under the <management> element. presentation: You can optionally specify only one of the two nodes in this setup as the presenter node. The dashboards in which processed information is displayed are configured only in the presenter node. Each node should have the host and the port on which the assigned presenter node is operating specified under the <presentation> element. The host and the port as well as the other configurations under the <presentation> element are effective only when the presenter enable="false property is set under the <!-- HA Mode Config --> section.

4. Update the <EI_HOME>/wso2/analytics/conf/analytics/spark/spark-defaults.conf file as follows to use the Spark cluster embedded within EI Analytics.

   • Keep the carbon.spark.master configuration as local. This instructs Spark to create a Spark cluster using the Hazelcast cluster.

   • Enter 2 as the value for the carbon.spark.master.count configuration. This specifies that there should be two masters in the Spark cluster. One master serves as an active master and the other serves as a stand-by master. 

   The following example shows the <EI_HOME>/wso2/analytics/conf/analytics/spark/spark-defaults.conf file with changes mentioned above.

   Code Block
   carbon.spark.master local carbon.spark.master.count 2

   For more information, see Spark Configurations in DAS documentation.

   Warning

   Important: If the path to <EI_HOME>/wso2/analytics is different in the two nodes, do the following.  Localtabgroup Localtab active true title UNIX environment Follow the steps below to create a symbolic link to <EI_HOME>/wso2/analytics in both nodes, where paths of those symbolic links are identical. This ensures that if we use the symbolic link to access the EI Analytics server, we can use a common path. Set the following property in the <EI_HOME>/wso2/analytics/conf/analytics/spark/spark-defaults.conf file: carbon.das.symbolic.link/home/ubuntu/das/das_symlink/ Execute the following command to create the das_symlink/ directory: ln -s <EI_HOME>/usr/share/das/das_symlink Add the following system properties to the <EI_HOME>/bin/wso2server.sh file to use the altered directory. Code Block language applescript -Dcarbon.das.symlink.config.dir.path=<SYM_LINK_PATH>/conf -Dcarbon.das.symlink.external.lib.dir.path=<SYM_LINK_PATH>/../../lib -Dcarbon.das.symlink.dropins.dir.path=<SYM_LINK_PATH>/../../dropins -Dcarbon.das.symlink.internal.lib.dir.path=<SYM_LINK_PATH>/../lib -Ddas.symlink.components.repo=<SYM_LINK_PATH>/../components/plugins Replace the export CARBON_CONFIG_DIR_PATH=$CARBON_HOME/conf line with the following in the <EI_HOME>/bin/load-spark-env-vars.sh file: export CARBON_CONFIG_DIR_PATH=<SYM_LINK_PATH>/conf Localtab title Windows environment In the Windows environment there is a strict requirement to have both EI Analytics profiles in a common path.

5. In order to share the C-Apps deployed among the nodes, configure the SVN-based deployment synchronizer. For detailed instructions, see WSO2 Clustering Guide - Configuring SVN-Based Deployment Synchronizer.

   Tip
   EI Analytics Minimum High availability Deployment set up does not use a manager and a worker. For the purpose of configuring the deployment synchronizer, you can add the configurations relevant to the manager for the node of your choice, and add the configurations relating to the worker for the other node.

   Info
   If you do not configure the deployment synchronizer, you are required to deploy any C-App you use in the EI Analytics Minimum High Availability Deployment set up to both the nodes.

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