private static void autoScale(OnDemandAWS bob2, double current) {
Boolean isTerminated = bob2.getIsTerminated(false);
if (bob2.getIsTerminated(false) && current >= upperT) {
bob2.createInstance();
System.out.println("Autoscale machine created.");
} else if (!isTerminated && current < lowerT) {
bob2.shutDownOnDemandAWS();
System.out.println("Autoscale machine terminated.");
}
}
// Creates a machine and starts it up
private static void createAndStartUpVM(OnDemandAWS machine, String bucketName) throws Exception {
System.out.println("Creating machine...");
machine.createInstance();
// Sleep before starting up
sleep(10);
machine.startUpOnDemandAWS();
System.out.println("Attach EBS " + machine.volumeId);
machine.attachEBS();
System.out.println("Attach S3");
machine.attachS3(bucketName);
System.out.println("Machine created.");
}
// Checks if the CPU of a machine is idle
private static Boolean isIdle(AmazonCloudWatchClient cloudWatch, OnDemandAWS vm, double bound) {
if (vm.getIsTerminated(true)) return false;
System.out.print(vm.machineName + ": ");
double p = getCPUUsage(cloudWatch, vm.instanceId);
if (p < 0) return false;
return p < bound;
}
// Terminates a machine and takes a snapshot
private static void terminateVM(OnDemandAWS machine) {
if (machine.getIsTerminated(true)) return;
// Try to shut down the machine
System.out.println("Terminating machine...");
System.out.println("Detach EBS");
machine.detachEBS();
System.out.println("Take Snapshot");
machine.saveSnapShot();
// wait for the snapshot to be created and then shutdown the machine
do {
sleep(10);
} while (!machine.getSnapShotState().equalsIgnoreCase("available"));
System.out.println("Snapshot created");
System.out.println("Terminated");
machine.shutDownOnDemandAWS();
}
public static void main(String[] args) throws Exception {
AWSCredentials credentials =
new PropertiesCredentials(Admin.class.getResourceAsStream("AwsCredentials.properties"));
AmazonEC2 ec2 = new AmazonEC2Client(credentials);
AmazonS3Client s3 = new AmazonS3Client(credentials);
// AmazonAutoScalingClient autoScale = new AmazonAutoScalingClient(credentials);
AmazonCloudWatchClient cloudWatch = new AmazonCloudWatchClient(credentials);
String securityGroup = "WorkSecurity";
String keyName = "my_key2";
String zone = "us-east-1a";
String imageId = "ami-76f0061f";
String bucketName = "workcluster789"; // pblcluster workcluster789";
createSecurityGroup(ec2, securityGroup);
createKey(keyName, ec2);
createBucket(s3, bucketName, zone);
createFileS3(s3, bucketName);
// setupAutoScale(autoScale, cloudWatch, keyName, zone, securityGroup, imageId);
// setupPolicy(autoScale, cloudWatch);
OnDemandAWS bob = new OnDemandAWS(keyName, securityGroup, zone, imageId, "bob-PC");
bob.createEBS(10);
OnDemandAWS alice = new OnDemandAWS(keyName, securityGroup, zone, imageId, "alice-PC");
alice.createEBS(10);
// For Auto Scaling
OnDemandAWS bob2 = new OnDemandAWS(keyName, securityGroup, zone, imageId, "bob-PC-2");
/*bob.createInstance();
alice.createInstance();
Thread.sleep(2*60*1000);
//Before increasing CPU ssh needs to be initialized. This takes a around 2 minutes after the cpu starts
increaseCPU(bob, keyName);
increaseCPU(alice, keyName);
int count = 0;
while(true){
System.out.println("bob cpu = " + getCPUUsage(cloudWatch, bob.instanceId));
System.out.println("alice cpu = " + getCPUUsage(cloudWatch, alice.instanceId));
Thread.sleep(60*1000);
count++;
if (count>3){
stopCPU(bob, keyName);
stopCPU(alice, keyName);
}
}*/
List<OnDemandAWS> machines = Arrays.asList(bob, alice);
int days = 1;
int numberOfChecks = 0;
while (true) {
if (isStartOfDay(numberOfChecks)) {
numberOfChecks++;
System.out.println("DAY: " + days);
// Create all instances and start them up;
for (OnDemandAWS vm : machines) createAndStartUpVM(vm, bucketName);
if (days <= 1) {
Thread.sleep(2 * 60 * 1000);
// Before increasing CPU ssh needs to be initialized. This takes a around 2 minutes after
// the cpu starts
System.out.println("Increase CPU");
increaseCPU(bob, keyName);
increaseCPU(alice, keyName);
}
System.out.println("All machines are created.");
// Sleep for 30sec before pinging CloudWatch for the first time
sleep(pingCW);
continue;
} else if (isEndOfDay(numberOfChecks)) {
numberOfChecks = 0;
days++;
// Terminate all instances
for (OnDemandAWS vm : machines) terminateVM(vm);
if (!bob2.getIsTerminated(false)) bob2.shutDownOnDemandAWS();
// We have reached maximum number of days
if (days > maxDays) break;
System.out.println("All machines are terminated. Now SLEEP.");
// Sleep for the night - 2min
sleep(nightDuration);
continue;
}
// See which machine is used a lot and try to auto-scale and which one is not used and kill
// it.
numberOfChecks++;
if ((days == 1) && (numberOfChecks > 3)) {
stopCPU(bob, keyName);
stopCPU(alice, keyName);
}
// Terminate idle machines
for (OnDemandAWS vm : machines)
if (isIdle(cloudWatch, vm, cpuIdle)) {
terminateVM(vm);
System.out.println(vm.machineName + " is IDLE and terminated");
}
// Auto-scale code
autoScale(bob2, getCPUUsage(cloudWatch, bob.instanceId));
System.out.println("Hour: " + numberOfChecks);
// Sleep for 30sec before pinging CloudWatch again
sleep(pingCW);
}
// Shutdown clients
ec2.shutdown();
s3.shutdown();
cloudWatch.shutdown();
System.out.println("EXIT Program");
}
