static public void Execute()
{
try
{
/*
* 1. Prepare PooledBrokerConfig instance.
*
* This example creates an authenticated PooledTaskBroker
* to act as our scoring engine.
*
* The following steps initialize the pool of
* R sessions dedicated to our scoring engine.
*
* In this example, we pre-initialize the workspace
* for each R session in the pool to contain the
* R model used when scoring customer requests.
*
* The R model, insurModel.rData, is loaded from
* the DeployR repository into each workspace at
* startup time. Preloading the R model at startup
* reduces runtime overhead and improves overall
* response times in the application.
*/
RAuthentication rAuth = new RBasicAuthentication(Program.AUTH_USER_NAME, Program.AUTH_PASSWORD);
PoolCreationOptions poolOptions = new PoolCreationOptions();
PoolPreloadOptions preloadOptions = new PoolPreloadOptions();
preloadOptions.filename = Program.TUTORIAL_INSURANCE_MODEL;
preloadOptions.directory = Program.TUTORIAL_REPO_DIRECTORY;
preloadOptions.author = Program.TUTORIAL_REPO_OWNER;
poolOptions.preloadWorkspace = preloadOptions;
/*
* 2. Create RBroker instance.
*
* The application designer, in conjunction with the
* DeployR administrator who provisions and sets
* limits on DeployR grid resources, need to decide how
* many R sessions will be reserved for the PooledRBroker
* used by our scoring engine application.
*/
int TARGET_POOL_SIZE = 10;
PooledBrokerConfig brokerConfig = new PooledBrokerConfig(Program.DEPLOYR_ENDPOINT,
rAuth,
TARGET_POOL_SIZE,
poolOptions);
Console.WriteLine("About to create pooledTaskBroker.");
RBroker rBroker = RBrokerFactory.pooledTaskBroker(brokerConfig);
Console.WriteLine("R session pool size, requested: " +
TARGET_POOL_SIZE + " , actual: " +
rBroker.maxConcurrency() + "\n");
/*
* 3. Create an RTaskAppSimulator. It will drive
* sample customer data scoring requests through the
* RBroker.
*/
ScoringEngineSimulation simulation = new ScoringEngineSimulation(rBroker);
/*
* 4. Launch RTaskAppSimulator simulation.
*/
rBroker.simulateApp(simulation);
/*
* 5. Block until all tasks are complete, and shutdown has been called
*/
rBroker.waitUntilShutdown();
}
catch (Exception tex)
{
Console.WriteLine("constructor: ex=" + tex.ToString());
}
}
public static void Execute()
{
try
{
/*
* 1. Prepare PooledBrokerConfig instance.
*
* This example creates an authenticated PooledTaskBroker
* to act as our scoring engine.
*
* The following steps initialize the pool of
* R sessions dedicated to our scoring engine.
*
* In this example, we pre-initialize the workspace
* for each R session in the pool to contain the
* R model used when scoring customer requests.
*
* The R model, insurModel.rData, is loaded from
* the DeployR repository into each workspace at
* startup time. Preloading the R model at startup
* reduces runtime overhead and improves overall
* response times in the application.
*/
RAuthentication rAuth = new RBasicAuthentication(Program.AUTH_USER_NAME, Program.AUTH_PASSWORD);
PoolCreationOptions poolOptions = new PoolCreationOptions();
PoolPreloadOptions preloadOptions = new PoolPreloadOptions();
preloadOptions.filename = Program.TUTORIAL_INSURANCE_MODEL;
preloadOptions.directory = Program.TUTORIAL_REPO_DIRECTORY;
preloadOptions.author = Program.TUTORIAL_REPO_OWNER;
poolOptions.preloadWorkspace = preloadOptions;
/*
* 2. Create RBroker instance.
*
* The application designer, in conjunction with the
* DeployR administrator who provisions and sets
* limits on DeployR grid resources, need to decide how
* many R sessions will be reserved for the PooledRBroker
* used by our scoring engine application.
*/
int TARGET_POOL_SIZE = 10;
PooledBrokerConfig brokerConfig = new PooledBrokerConfig(Program.DEPLOYR_ENDPOINT,
rAuth,
TARGET_POOL_SIZE,
poolOptions);
Console.WriteLine("About to create pooledTaskBroker.");
RBroker rBroker = RBrokerFactory.pooledTaskBroker(brokerConfig);
Console.WriteLine("R session pool size, requested: " +
TARGET_POOL_SIZE + " , actual: " +
rBroker.maxConcurrency() + "\n");
/*
* 3. Create an RTaskAppSimulator. It will drive
* sample customer data scoring requests through the
* RBroker.
*/
ScoringEngineSimulation simulation = new ScoringEngineSimulation(rBroker);
/*
* 4. Launch RTaskAppSimulator simulation.
*/
rBroker.simulateApp(simulation);
/*
* 5. Block until all tasks are complete, and shutdown has been called
*/
rBroker.waitUntilShutdown();
}
catch(Exception tex)
{
Console.WriteLine("constructor: ex=" + tex.ToString());
}
}
