Deploying onto the Grid

Deploying your processing unit This is the unit of packaging and deployment in the GigaSpaces Data Grid, and is essentially the main GigaSpaces service. The Processing Unit (PU) itself is typically deployed onto the Service Grid. When a Processing Unit is deployed, a Processing Unit instance is the actual runtime entity. to the service grid is the preferred way to run in your production environment. The service grid provides the following main benefits to every processing unit deployed onto it:

• Automatic distribution and provisioning of the processing unit instances: When deploying to the service grid the GigaSpaces Manager identifies the relevant GigaSpaces Containers and takes care of distributing the processing unit binaries to them. You do not need to manually install the processing unit anywhere on the cluster - only into the service grid.

• SLA enforcement: The GigaSpaces Manager is also responsible for enforcing your processing unit's Service Level Agreement, or SLA. At deployment time, it will create a specified number of processing unit instances (based on the SLA) and provision them to the running containers while enforcing all the deployment requirements, such as memory and CPU utilization, or specific deployment zones. At runtime, it will monitor the processing unit instances, and if any of them fail to fulfill the SLA or become unavailable it will re-instantiate the processing unit automatically on another container.

The Deployment Process

Once built according to the processing unit directory structure, the processing unit can be deployed via the various deployment tools available in GigaSpaces (UI, CLI, Ant, Maven or the Admin API).

After you package the processing unit and deploy it via one of the deployment tools, the deployment tool uploads it to all the running GSMs, where it is extracted and provisioned to the GSCs.

Distribution of Processing Unit Binaries to the Running GSCs

By default, when a processing unit instance is provisioned to run on a certain GSC Grid Service Container. This provides an isolated runtime for one (or more) processing unit (PU) instance and exposes its state to the GSM., the GSC downloads the processing unit archive from the GSM Grid Service Manager. This is is a service grid component that manages a set of Grid Service Containers (GSCs). A GSM has an API for deploying/undeploying Processing Units. When a GSM is instructed to deploy a Processing Unit, it finds an appropriate, available GSC and tells that GSC to run an instance of that Processing Unit. It then continuously monitors that Processing Unit instance to verify that it is alive, and that the SLA is not breached. into the $GS_HOME/work/processing-units directory (The location of this directory can be overridden via the com.gs.work system property).

Downloading the processing unit archive to the GSC is the recommended option, but it can be disabled. In order to disable it, the pu This is the unit of packaging and deployment in the GigaSpaces Data Grid, and is essentially the main GigaSpaces service. The Processing Unit (PU) itself is typically deployed onto the Service Grid. When a Processing Unit is deployed, a Processing Unit instance is the actual runtime entity..download deployment property should be set to false. This will not download the entire archive to the GSC, but will force the GSC to load the processing unit classes one at a time from the GSM via a URLClassLoader.

Processing Unit Deployment using various Deployment Tools

GigaSpaces provides several options to deploy a processing unit onto the Service Grid A built-in orchestration tool which contains a set of Grid Service Containers (GSCs) managed by a Grid Service Manager. The containers host various deployments of Processing Units and data grids. Each container can be run on a separate physical machine. This orchestration is available for XAP only.. Below you can find a simple deployment example with the various deployment tools for deploying a processing unit archive called myPU.jar located in the /opt/gigaspaces directory:

Admin admin = new AdminFactory().addGroup("myGroup").create();
File puArchive = new File("/opt/gigaspaces/myPU.jar");
ProcessingUnit pu = admin.getGridServiceManagers().waitForAtLeastOne().deploy(
    new ProcessingUnitDeployment(puArchive));

 echo "Deploying onprem-space ..."
curl -X POST --header 'Content-Type: application/json' --header 'Accept: text/plain' -d '{"resource": "https://wan-gateway.s3.us-east-2.amazonaws.com/gcp/onprem-space-1.0-SNAPSHOT.jar","name": "onprem-space"}' 'http://34.172.74.128:8090/v2/spaces?name=onprem-space' 

> $GS_HOME/bin/gs.sh(bat) deploy myPU.jar

Hot Deploy

To enable business continuity in a better manner, having system upgrade without any downtime, here is a simple procedure you should follow when you would like to perform a hot deploy, upgrading a PU that includes both a business logic and a collocated embedded space:

1. Upload the PU new/modified classes (i.e. polling container SpaceDataEvent implementation or relevant listener class and any other dependency classes) to the PU deploy folder on all the GSM machines.
2. Restart the PU instance running the backup space. This will force the backup PU instance to reload a new version of the business logic classes from the GSM.
3. Wait for the backup PU to fully recover its data from the primary.
4. Restart the Primary PU instance. This will turn the existing backup instance to become a primary instance. The previous primary will turn into a backup, load the new business logic classes and recover its data from the existing primary.
5. Optional - You can restart the existing primary to force it to switch into a backup instance again. The new primary will also use the new version of the business logic classes.

You can script the above procedure via the Administration and Monitoring API, allowing you to perform system upgrade without downtime.

Restarting a Running PU via the GigaSpaces Management Center

To restart a running PU (all instances) via the GigaSpaces Management Center:

1. Start GigaSpaces Management Center.
2. Navigate to the Deployed Processing Unit tab.
3. Right-click the PU instance you want to restart

4. Select the restart menu option.

   

5. Confirm the operation.

   

6. Within few seconds the restart operation will be completed. If the amount of data to recover is large (few millions of objects), this might take few minutes.

7. Repeat steps 2-4 for all backup instances.

8. Repeat steps 2-4 for all primary instances. This will switch the relevant backup to be a primary mode where the existing primary will switch into a backup mode.

Restarting a Running PU via the Admin API

The ProcessingUnitInstance includes few restart methods you may use to restart a PU instance:

restart()
restartAndWait()
restartAndWait(long timeout, TimeUnit timeUnit)

Here is an example code that is using the ProcessingUnitInstance.restart to restart the entire PU instances in an automatic manner:

import java.util.concurrent.TimeUnit;
import java.util.logging.Logger;

import org.openspaces.admin.Admin;
import org.openspaces.admin.AdminFactory;
import org.openspaces.admin.pu.ProcessingUnit;
import org.openspaces.admin.pu.ProcessingUnitInstance;
import com.gigaspaces.cluster.activeelection.SpaceMode;

public class PUReatartMain {
    static Logger logger = Logger.getLogger("PUReatart");

    public static void main(String[] args) {
        String puToRestart = "myPU";
        Admin admin = new AdminFactory().createAdmin();

        ProcessingUnit processingUnit = admin.getProcessingUnits().waitFor(
                puToRestart, 10, TimeUnit.SECONDS);

                if (processingUnit == null)
                {
           logger.info("can't get PU instances for "+puToRestart );
           admin.close();
           System.exit(0);
                }

                // Wait for all the members to be discovered
                processingUnit.waitFor(processingUnit.getTotalNumberOfInstances());

        ProcessingUnitInstance[] puInstances = processingUnit.getInstances();
        // restart all backups
        for (int i = 0; i < puInstances.length; i++) {

            if (puInstances[i].getSpaceInstance().getMode() == SpaceMode.BACKUP) {
                restartPUInstance(puInstances[i]);
            }
        }

        // restart all primaries
        for (int i = 0; i < puInstances.length; i++) {
            if (puInstances[i].getSpaceInstance().getMode() == SpaceMode.PRIMARY) {
                restartPUInstance(puInstances[i]);
            }
        }
        admin.close();
        System.exit(0);
    }
    private static void restartPUInstance(
            ProcessingUnitInstance pi) {
        final String instStr = pi.getSpaceInstance().getMode() != SpaceMode.PRIMARY?"backup" : "primary";
        logger.info("restarting instance " + pi.getInstanceId()
                + " on " + pi.getMachine().getHostName() + "["
                + pi.getMachine().getHostAddress() + "] GSC PID:"
                + pi.getVirtualMachine().getDetails().getPid() + " mode:"
                + instStr + "...");

        pi = pi.restartAndWait();
        logger.info("done");
    }
}

Application Deployment and Processing Unit Dependencies

An application is a logical abstraction that groups one or more Processing Units. Application allows:

1. Parallel deployment of application processing units, while respecting dependency order.
2. Undeployment of application processing units in reverse dependency order

Deployment Dependencies

The sample code below deploys an application named "data-app" which consists of a space and a feeder processing unit. The feeder processing unit instances are deployed only after the space deployment is complete (each partition has both a primary and a backup space instance).

Admin admin = new AdminFactory().addGroup("myGroup").create();
File feederArchive = new File("/opt/gigaspaces/myfeeder.jar");

Application dataApp = admin.getGridServiceManagers().deploy(
  new ApplicationDeployment("data-app")

  .addProcessingUnitDeployment(
    new ProcessingUnitDeployment(feederArchive)
    .name("feeder")
    .addDependency("space"))

  .addProcessingUnitDeployment(
    new SpaceDeployment("space"))
);

for (ProcessingUnit pu : dataApp.getProcessingUnits()) {
  pu.waitFor(pu.getTotalNumberOfInstances());
}

Admin admin = new AdminFactory().addGroup("myGroup").create();
//The dist zip file includes feeder.jar and application.xml file
File application = new File("/opt/gigaspaces/examples/data/dist.zip");
//Application folders are supported as well
//File application = new File("/opt/gigaspaces/examples/data/dist");
Application dataApp = admin.getGridServiceManagers().deploy(
  new ApplicationFileDeployment(application)
  .create()
);

for (ProcessingUnit pu : dataApp.getProcessingUnits()) {
  pu.waitFor(pu.getTotalNumberOfInstances());
}

<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:context="http://www.springframework.org/schema/context"
    xmlns:os-admin="http://www.openspaces.org/schema/admin"
    xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd
    http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd
    http://www.openspaces.org/schema/admin http://www.openspaces.org/schema/16.3/admin/openspaces-admin.xsd">

    <context:annotation-config />

    <os-admin:application name="data-app">

        <os-admin:space name="space" />

        <os-admin:pu processing-unit="feeder.jar">
            <os-admin:depends-on name="space"/>
        </os-admin:pu>

    </os-admin:application>
</beans>

> $GS_HOME/bin/gs.sh(bat) deploy-application examples/data/dist.zip

<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:context="http://www.springframework.org/schema/context"
    xmlns:os-admin="http://www.openspaces.org/schema/admin"
    xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd
    http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd
    http://www.openspaces.org/schema/admin http://www.openspaces.org/schema/16.3/admin/openspaces-admin.xsd">

    <context:annotation-config />

    <os-admin:application name="data-app">

        <os-admin:space name="space" />

        <os-admin:pu processing-unit="feeder.jar">
            <os-admin:depends-on name="space"/>
        </os-admin:pu>

    </os-admin:application>
</beans>

The reason for imposing this dependency is that the space proxy bean in the feeder processing unit would fail to initialize if the space is not available. However, this restriction could be too severe since the feeder is a singleton processing unit. For example, if a container with the feeder and a space instance fails, the space is still available (the backup is elected to primary). However the feeder is not re-deployed until the space has all instances running, which will not happen unless a container is (re)started.

Adaptive SLA

The feeder can relax this restriction, by specifying a dependency of at least one instance per partition. Now the feeder is redeployed as long as the space has a minimum of one instance per partition. The downside of this approach is that during initial deployment there is a small time gap in which the feeder writes data to the space while there is only one copy of the data (one instance per partition).

Admin admin = new AdminFactory().addGroup("myGroup").create();
File feederArchive = new File("/opt/gigaspaces/myfeeder.jar");

// The ProcessingUnitDependenciesConfigurer supports dependencies on a minimum number of instances,
// on a minimum number of instances per partition, or waiting for a deployment of another processing unit to complete.
Application dataApp = admin.getGridServiceManagers().deploy(
  new ApplicationDeployment("data-app")
    .addProcessingUnitDeployment(
      new ProcessingUnitDeployment(feederArchive)
        .name("feeder")
        .addDependencies(new ProcessingUnitDeploymentDependenciesConfigurer()
                     .dependsOnMinimumNumberOfDeployedInstancesPerPartition("space",1)
                     .create())
    .addProcessingUnitDeployment(
      new SpaceDeployment("space"))

);

for (ProcessingUnit pu : dataApp.getProcessingUnits()) {
  pu.waitFor(pu.getTotalNumberOfInstances());
}

Admin admin = new AdminFactory().addGroup("myGroup").create();
//The dist zip file includes feeder.jar and application.xml file
File application = new File("/opt/gigaspaces/examples/data/dist.zip");
//Application folders are supported as well
//File application = new File("/opt/gigaspaces/examples/data/dist");
Application dataApp = admin.getGridServiceManagers().deploy(
  new ApplicationFileDeployment(application)
  .create()
);

for (ProcessingUnit pu : dataApp.getProcessingUnits()) {
  pu.waitFor(pu.getTotalNumberOfInstances());
}

<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:context="http://www.springframework.org/schema/context"
    xmlns:os-admin="http://www.openspaces.org/schema/admin"
    xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd
    http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd
    http://www.openspaces.org/schema/admin http://www.openspaces.org/schema/16.3/admin/openspaces-admin.xsd">

    <context:annotation-config />

    <os-admin:application name="data-app">

        <os-admin:space name="space" />

        <os-admin:pu processing-unit="feeder.jar">
            <os-admin:depends-on name="space" min-instances-per-partition="1"/>
        </os-admin:pu>

    </os-admin:application>
</beans>

gigaspaces/bin/gs.sh deploy-application gigaspaces/examples/data/dist.zip

<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:context="http://www.springframework.org/schema/context"
    xmlns:os-admin="http://www.openspaces.org/schema/admin"
    xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans-5.1.xsd
    http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context-5.1.xsd
    http://www.openspaces.org/schema/admin http://www.openspaces.org/schema/16.3/admin/openspaces-admin.xsd">

    <context:annotation-config />

    <os-admin:application name="data-app">

        <os-admin:space name="space" />

        <os-admin:pu processing-unit="feeder.jar">
            <os-admin:depends-on name="space" min-instances-per-partition="1"/>
        </os-admin:pu>

    </os-admin:application>
</beans>

Undeployment Order

When it is time to undeploy dataApp, we would like the feeder to undeploy first, and only then the space. This would reduce the number of false warnings in the feeder complaining that the space is not available. The command dataApp.undeployAndWait(3, TimeUnit.MINUTES) un deploys the application in reverse dependency order and waits for at most 3 minutes for all processing unit instances to gracefully shutdown.

In the example above, the feeder instance will complete the teardown of all the spring beans, and only then the space would undeploy.

Monitoring Deployment Progress

The deployment progress can be monitored using the events provided by the Admin API. There are 4 provision events on a processing unit instance:

1. ProvisionStatus#ATTEMPT - an attempt to provision an instance on an available GridServiceContainer
2. ProvisionStatus#SUCCESS - a successful provisioning attempt on a GridServiceContainer
3. ProvisionStatus#FAILURE - a failed attempt to provision an instance on an available GridServiceContainer
4. ProvisionStatus#PENDING - a pending to provision an instance until a matching GridServiceContainer is discovered

Admin admin = new AdminFactory().create();
admin.getProcessingUnits().getProcessingUnitInstanceProvisionStatusChanged().add( listener )
//or
admin.getProcessingUnits().getProcessingUnit("xyz").getProcessingUnitInstanceProvisionStatusChanged( listener )
//or
admin.addEventListener(new ProcessingUnitInstanceProvisionStatusChangedEventListener() {
   @Override
   public void processingUnitInstanceProvisionStatusChanged(
        ProcessingUnitInstanceProvisionStatusChangedEvent event) {
       ProvisionStatus newStatus = event.getNewStatus();
       ...
   }
});

A compound listener (implements several interfaces) can be registered using the Admin.addEventListener(...).

Monitoring Processing Unit Instance Fault Detection

Using the member-alive-indicator (see Monitoring the Liveness of Processing Unit Instances ) the Grid Service Manager (GSM) actively monitors each processing unit instance. When an "is alive" check fails, it suspects that the processing unit instance is no longer alive, and retries to contact it (using the configured retries and timeouts in pu.xml under os-sla:member-alive-indicator). When all retries fail, the GSM reports that it detected a failure and tries to re-deploy it on an available Grid Service Container (GSC).

These member-alive-indicator transitions are reflected using the Admin API MemberAliveIndicatorStatus. Use the API to register for status changed events, and better visibility of GSM decisions based on the fault-detection mechanism. An alert is fired upon a fault- detection trigger, also visible in Web User Interface.

The MemberAliveIndicatorStatus has three states: ALIVE, SUSPECTING and FAILURE. The transition from SUSPECTING to FAILURE is final. From this state the processing unit instance is considered not alive. The transition from SUSPECTING back to ALIVE can occur if one of the retries succeeded in contacting the processing unit instance.

Admin admin = new AdminFactory().create();
admin.getProcessingUnits().getProcessingUnitInstanceMemberAliveIndicatorStatusChanged().add( listener )
//or
admin.getProcessingUnits().getProcessingUnit("xyz").getProcessingUnitInstanceMemberAliveIndicatorStatusChanged( listener )
//or
admin.addEventListener(new ProcessingUnitInstanceMemberAliveIndicatorStatusChangedEventListener() {
   @Override
   public void processingUnitInstanceMemberAliveIndicatorStatusChanged (
    ProcessingUnitInstanceMemberAliveIndicatorStatusChangedEvent event) {
       MemberAliveIndicatorStatus newStatus = event.getNewStatus();
       ...
   }
});

A compound listener (implements several interfaces) can be registered using the Admin.addEventListener(...).