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ServerlessFlowBenchMain.java
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ServerlessFlowBenchMain.java
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import cmd.benchmark_commands.BenchmarkCommandExecutor;
import cmd.functionality_commands.*;
import javax.annotation.Nullable;
/**
* Application entry point class. This class garantees the use of the serverless benchmarking tool.
*/
@SuppressWarnings({"DuplicatedCode", "SpellCheckingInspection"})
public class ServerlessFlowBenchMain {
/**
* Benchmark parameters, can be changed, choose a reasonable workload for your system.
*/
// time to cause request timeout in cold start HTTP invocation
private static final int REQUEST_TIMEOUT_MILLISECONDS = Integer.MAX_VALUE;
// number of thread to generate in order to perform load test
private static final int THREAD_NUMBER = 2;
// load test duration
private static final int BENCHMARK_DURATION_SECONDS = 60;
// number of request per second in load teste
private static final int REQUESTS_PER_SECOND = 500;
// number of concurrent opened connections
private static final int CONCURRENCY = 50;
// time to deallocate resources and perform a cold start
private static final int SLEEP_INTERVAL_MILLISECONDS = 5 * 60 * 60 * 1000; // 5 hours
// number of latency measurement to ignore in warm start detection
private static final int IGNORED_COLD_START_VALUES = 5;
// number of latency measurement to find to evaluate warm start latency
private static final int WARM_START_AVG_WIDTH = 15;
// number of iterations
private static final int ITERATIONS = 10;
// maximum concurrency level
private static final int MAX_TOTAL_CONCURRENCY = 1;
/**
* Execution parameters, can be changed
*/
// execute deployment on Google Cloud Platform
private static final boolean GOOGLE_DEPLOY = true;
// execute deployment on Amazon Web Services
private static final boolean AMAZON_DEPLOY = true;
// execute deployment on OpenWhisk
private static final boolean OPENWHISK_DEPLOY = true;
// execute Python functionalities deployment
private static final boolean PYTHON = true;
// execute Java functionalities deployment
private static final boolean JAVA = true;
// execute Node.js functionalities deployment
private static final boolean NODE = true;
/**
* Select operation to perform:
* 0 -> deploy functions and compositions
* 1 -> perform benchmarks
* 2 -> perform a complete cleanup
* 3 -> 0 + 1 + 2
* 4 -> deploy info gathering functionalities
*/
private static final int OPERATION_SELECTION = 3;
/**
* Application entry point method, executes functionality expressed in OPERATION_SELECTION
* @param args default argument structure, none is needed
*/
@SuppressWarnings("ConstantConditions")
public static void main(@Nullable String[] args) {
switch (OPERATION_SELECTION) {
case 0:
deploy();
break;
case 1:
benchmarkPerform();
break;
case 2:
cleanup();
break;
case 3:
deploy();
benchmarkPerform();
cleanup();
break;
case 4:
deployInfoFunctions();
break;
default:
System.err.println("Please provide a valid OPERATION_SELECTION value.");
}
}
/**
* Performs a complete serverless environments cleanup
*/
private static void cleanup() {
cleanupFunctions();
cleanupCompositions();
cleanupTables();
cleanupBuckets();
}
/**
* Deletes serverless functions
*/
private static void cleanupFunctions() {
System.out.println("\u001B[35m" + "\n\nRemoving benchmark functions...\n" + "\u001B[0m");
FunctionCommandExecutor.cleanupGoogleCloudFunctions();
FunctionCommandExecutor.cleanupAmazonRESTFunctions();
FunctionCommandExecutor.cleanupOpenWhiskFunctions();
}
/**
* Deletes serverless compositions
*/
private static void cleanupCompositions() {
System.out.println("\u001B[35m" + "\n\nRemoving benchmark compositions...\n" + "\u001B[0m");
CompositionCommandExecutor.cleanupGoogleComposition();
CompositionCommandExecutor.cleanupAmazonComposition();
CompositionCommandExecutor.cleanupOpenWhiskComposition();
}
/**
* Deletes cloud tables
*/
private static void cleanupTables() {
System.out.println("\u001B[35m" + "\n\nRemoving cloud tables...\n" + "\u001B[0m");
TablesCommandExecutor.cleanupGoogleCloudTables();
TablesCommandExecutor.cleanupAmazonCloudTables();
}
/**
* Deletes cloud storage buckets
*/
private static void cleanupBuckets() {
System.out.println("\u001B[35m" + "\n\nRemoving cloud buckets...\n" + "\u001B[0m");
BucketsCommandExecutor.cleanupGoogleCloudBuckets();
BucketsCommandExecutor.cleanupAmazonCloudBuckets();
}
/**
* Performs deployment of serverless functions and compositions
*/
private static void deploy() {
deployFunctions();
deployCompositions();
}
/**
* Deploys serverless functions
*/
private static void deployFunctions() {
System.out.println("\u001B[35m" + "\n\nDeploying benchmark functions...\n" + "\u001B[0m");
/* Python on Google Cloud Platform */
if (GOOGLE_DEPLOY && PYTHON) {
FunctionCommandExecutor.deployOnGoogleCloudFunction("latency-test",
GoogleCommandUtility.PYTHON_3_7_RUNTIME,
"gc_functions_handler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/python/basic_test_composition/latency_test");
FunctionCommandExecutor.deployOnGoogleCloudFunction("cpu-test",
GoogleCommandUtility.PYTHON_3_7_RUNTIME,
"gc_functions_handler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/python/basic_test_composition/cpu_test");
FunctionCommandExecutor.deployOnGoogleCloudFunction("memory-test",
GoogleCommandUtility.PYTHON_3_7_RUNTIME,
"gc_functions_handler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/python/memory_test");
}
/* Python on Amazon Web Services */
if (AMAZON_DEPLOY && PYTHON) {
FunctionCommandExecutor.deployOnAmazonRESTFunction("latency-test",
AmazonCommandUtility.PYTHON_3_7_RUNTIME,
"latency_test.lambda_handler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/python/basic_test_composition/latency_test",
"latency_test.zip");
FunctionCommandExecutor.deployOnAmazonRESTFunction("cpu-test",
AmazonCommandUtility.PYTHON_3_7_RUNTIME,
"cpu_test.lambda_handler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/python/basic_test_composition/cpu_test",
"cpu_test.zip");
FunctionCommandExecutor.deployOnAmazonRESTFunction("memory-test",
AmazonCommandUtility.PYTHON_3_7_RUNTIME,
"memory_test.lambda_handler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/python/memory_test",
"memory_test.zip");
}
/* Python on OpenWhisk */
if (OPENWHISK_DEPLOY && PYTHON) {
FunctionCommandExecutor.deployOnOpenWhisk("latency-test",
OpenWhiskCommandUtility.PYTHON_3_RUNTIME,
"ow_handler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/python/basic_test_composition/latency_test",
"latency_test.zip");
FunctionCommandExecutor.deployOnOpenWhisk("cpu-test",
OpenWhiskCommandUtility.PYTHON_3_RUNTIME,
"ow_handler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/python/basic_test_composition/cpu_test",
"cpu_test.zip");
FunctionCommandExecutor.deployOnOpenWhisk("memory-test",
OpenWhiskCommandUtility.PYTHON_3_RUNTIME,
"ow_handler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/python/memory_test",
"memory_test.zip");
}
/* Java on Google Cloud Platform */
if (GOOGLE_DEPLOY && JAVA) {
FunctionCommandExecutor.deployOnGoogleCloudFunction("latency-test",
GoogleCommandUtility.JAVA_11_RUNTIME,
"latency_test.Handler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/java/basic_test_composition/latency_test");
FunctionCommandExecutor.deployOnGoogleCloudFunction("cpu-test",
GoogleCommandUtility.JAVA_11_RUNTIME,
"cpu_test.Handler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/java/basic_test_composition/cpu_test");
FunctionCommandExecutor.deployOnGoogleCloudFunction("memory-test",
GoogleCommandUtility.JAVA_11_RUNTIME,
"memory_test.Handler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/java/memory_test");
}
/* Java on Amazon Web Services */
if (AMAZON_DEPLOY && JAVA) {
FunctionCommandExecutor.deployOnAmazonRESTFunction("latency-test",
AmazonCommandUtility.JAVA_11_RUNTIME,
"latency_test.Handler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/java/latency_test/target",
"latency_test_java_aws-1.0.jar");
FunctionCommandExecutor.deployOnAmazonRESTFunction("cpu-test",
AmazonCommandUtility.JAVA_11_RUNTIME,
"cpu_test.Handler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/java/cpu_test/target",
"cpu_test_java_aws-1.0.jar");
FunctionCommandExecutor.deployOnAmazonRESTFunction("memory-test",
AmazonCommandUtility.JAVA_11_RUNTIME,
"memory_test.Handler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/java/memory_test/target",
"memory_test_java_aws-1.0.jar");
}
/* Java on OpenWhisk */
if (OPENWHISK_DEPLOY && JAVA) {
FunctionCommandExecutor.deployOnOpenWhisk("latency-test",
OpenWhiskCommandUtility.JAVA_8_RUNTIME,
"latency_test.Handler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/java/basic_test_composition/latency_test/target",
"latency_test_java_ow-1.0.jar");
FunctionCommandExecutor.deployOnOpenWhisk("cpu-test",
OpenWhiskCommandUtility.JAVA_8_RUNTIME,
"cpu_test.Handler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/java/basic_test_composition/cpu_test/target",
"cpu_test_java_ow-1.0.jar");
FunctionCommandExecutor.deployOnOpenWhisk("memory-test",
OpenWhiskCommandUtility.JAVA_8_RUNTIME,
"memory_test.Handler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/java/memory_test/target",
"memory_test_java_ow-1.0.jar");
}
/* Node.js on Google Cloud Platform */
if (GOOGLE_DEPLOY && NODE) {
FunctionCommandExecutor.deployOnGoogleCloudFunction("latency-test",
GoogleCommandUtility.NODE_10_RUNTIME,
"gcFunctionsHandler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/node/basic_test_composition/latency_test");
FunctionCommandExecutor.deployOnGoogleCloudFunction("cpu-test",
GoogleCommandUtility.NODE_10_RUNTIME,
"gcFunctionsHandler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/node/basic_test_composition/cpu_test");
FunctionCommandExecutor.deployOnGoogleCloudFunction("memory-test",
GoogleCommandUtility.NODE_10_RUNTIME,
"gcFunctionsHandler",
30,
128,
GoogleCommandUtility.IOWA,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/node/memory_test");
}
/* Node.js on Amazon Web Services */
if (AMAZON_DEPLOY && NODE) {
FunctionCommandExecutor.deployOnAmazonRESTFunction("latency-test",
AmazonCommandUtility.NODE_10_X_RUNTIME,
"index.lambdaHandler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/node/basic_test_composition/latency_test",
"latency_test.zip");
FunctionCommandExecutor.deployOnAmazonRESTFunction("cpu-test",
AmazonCommandUtility.NODE_10_X_RUNTIME,
"index.lambdaHandler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/node/basic_test_composition/cpu_test",
"cpu_test.zip");
FunctionCommandExecutor.deployOnAmazonRESTFunction("memory-test",
AmazonCommandUtility.NODE_10_X_RUNTIME,
"index.lambdaHandler",
30,
128,
AmazonCommandUtility.OHIO,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/node/memory_test",
"memory_test.zip");
}
/* Node.js on OpenWhisk */
if (OPENWHISK_DEPLOY && NODE) {
FunctionCommandExecutor.deployOnOpenWhisk("latency-test",
OpenWhiskCommandUtility.NODE_10_RUNTIME,
"index.owHandler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/node/basic_test_composition/latency_test",
"latency_test.zip");
FunctionCommandExecutor.deployOnOpenWhisk("cpu-test",
OpenWhiskCommandUtility.NODE_10_RUNTIME,
"index.owHandler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/node/basic_test_composition/cpu_test",
"cpu_test.zip");
FunctionCommandExecutor.deployOnOpenWhisk("memory-test",
OpenWhiskCommandUtility.NODE_10_RUNTIME,
"index.owHandler",
30,
128,
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/node/memory_test",
"memory_test.zip");
}
}
/**
* Deploys serverless compositions
*/
private static void deployCompositions() {
System.out.println("\u001B[35m" + "\n\nDeploying benchmark compositions...\n" + "\u001B[0m");
/* Cloud buckets */
if (GOOGLE_DEPLOY) {
BucketsCommandExecutor.createGoogleBucket("benchmarking-project-translator-logging-bucket",
GoogleCommandUtility.IOWA);
}
if (AMAZON_DEPLOY) {
BucketsCommandExecutor.createAmazonBucket("benchmarking-project-translator-logging-bucket",
AmazonCommandUtility.S3_ACL_PRIVATE, AmazonCommandUtility.OHIO);
}
/* Python on Google Cloud Platform */
if (GOOGLE_DEPLOY && PYTHON) {
{
String[] functionNames = {"image-recognition", "anger-detection"};
String[] entryPoints = {"gc_functions_handler", "gc_functions_handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {1024, 1024};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA};
String[] functionDirs = {"image_recognition", "anger_detection"};
CompositionCommandExecutor.deployOnGoogleComposition("face-detection",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/python/face_recognition",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.PYTHON_3_7_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
{
String[] functionNames = {"latency-test-workflow", "cpu-test-workflow"};
String[] entryPoints = {"gc_functions_handler", "gc_functions_handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {128, 128};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA};
String[] functionDirs = {"latency_test", "cpu_test"};
CompositionCommandExecutor.deployOnGoogleComposition("basic-composition",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/python/basic_test_composition",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.PYTHON_3_7_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
{
String[] functionNames = {"loop-controller", "language-detection", "sentence-translation",
"translation-logger"};
String[] entryPoints = {"gc_functions_handler", "gc_functions_handler", "gc_functions_handler",
"gc_functions_handler"};
Integer[] timeouts = {30, 30, 30, 30};
Integer[] memories = {512, 1024, 1024, 1024};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA,
GoogleCommandUtility.IOWA};
String[] functionDirs = {"loop_controller", "language_detection", "sentence_translation",
"translation_logger"};
CompositionCommandExecutor.deployOnGoogleComposition("cycle-translator",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/python/cycle_translator",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.PYTHON_3_7_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
}
/* Python on Amazon Web Services */
if (AMAZON_DEPLOY && PYTHON) {
{
String[] functionNames = {"image-recognition", "anger-detection"};
String[] entryPoints = {"image_recognition.lambda_handler", "anger_detection.lambda_handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {1024, 1024};
String[] regions = {AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO};
String[] zipFileNames = {"image_recognition.zip", "anger_detection.zip"};
CompositionCommandExecutor.deployOnAmazonComposition("face-detection",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/python/face_recognition",
AmazonCommandUtility.OHIO,
"step.json",
functionNames,
AmazonCommandUtility.PYTHON_3_7_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
zipFileNames);
}
{
String[] functionNames = {"latency-test-workflow", "cpu-test-workflow"};
String[] entryPoints = {"latency_test.lambda_handler", "cpu_test.lambda_handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {128, 128};
String[] regions = {AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO};
String[] zipFileNames = {"latency_test.zip", "cpu_test.zip"};
CompositionCommandExecutor.deployOnAmazonComposition("basic-composition",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/python/basic_test_composition",
AmazonCommandUtility.OHIO,
"step.json",
functionNames,
AmazonCommandUtility.PYTHON_3_7_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
zipFileNames);
}
{
String[] functionNames = {"loop-controller", "language-detection", "sentence-translation",
"translation-logger"};
String[] entryPoints = {"loop_controller.lambda_handler", "language_detection.lambda_handler",
"sentence_translation.lambda_handler", "translation_logger.lambda_handler"};
Integer[] timeouts = {30, 30, 30, 30};
Integer[] memories = {512, 1024, 1024, 1024};
String[] regions = {AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO,
AmazonCommandUtility.OHIO};
String[] zipFileNames = {"loop_controller.zip", "language_detection.zip", "sentence_translation.zip",
"translation_logger.zip"};
CompositionCommandExecutor.deployOnAmazonComposition("cycle-translator",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/python/cycle_translator",
AmazonCommandUtility.OHIO,
"step.json",
functionNames,
AmazonCommandUtility.PYTHON_3_7_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
zipFileNames);
}
}
/* Python on OpenWhisk */
if (OPENWHISK_DEPLOY && PYTHON) {
{
String[] functionNames = {"image-recognition", "anger-detection"};
String[] entryPoints = {"ow_handler", "ow_handler"};
Integer[] timeouts = {30, 30};
// 1024 mb not available
Integer[] memories = {500, 500};
String[] zipFileNames = {"image_recognition.zip", "anger_detection.zip"};
CompositionCommandExecutor.deployOnOpenWhiskComposition("face-detection",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/python/face_recognition",
"step.js",
functionNames,
OpenWhiskCommandUtility.PYTHON_3_RUNTIME,
entryPoints,
timeouts,
memories,
zipFileNames);
}
{
String[] functionNames = {"latency-test-workflow", "cpu-test-workflow"};
String[] entryPoints = {"ow_handler", "ow_handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {128, 128};
String[] zipFileNames = {"latency_test.zip", "cpu_test.zip"};
CompositionCommandExecutor.deployOnOpenWhiskComposition("basic-composition",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/python/basic_test_composition",
"step.js",
functionNames,
OpenWhiskCommandUtility.PYTHON_3_RUNTIME,
entryPoints,
timeouts,
memories,
zipFileNames);
}
}
/* Java on Google Cloud Platform */
if (GOOGLE_DEPLOY && JAVA) {
{
String[] functionNames = {"image-recognition", "anger-detection"};
String[] entryPoints = {"image_recognition.Handler", "anger_detection.Handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {1024, 1024};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA};
String[] functionDirs = {"image_recognition", "anger_detection"};
CompositionCommandExecutor.deployOnGoogleComposition("face-detection",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/java/face_recognition",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.JAVA_11_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
{
String[] functionNames = {"latency-test-workflow", "cpu-test-workflow"};
String[] entryPoints = {"latency_test.Handler", "cpu_test.Handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {128, 128};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA};
String[] functionDirs = {"latency_test", "cpu_test"};
CompositionCommandExecutor.deployOnGoogleComposition("basic-composition",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/java/basic_test_composition",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.JAVA_11_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
{
String[] functionNames = {"loop-controller", "language-detection", "sentence-translation",
"translation-logger"};
String[] entryPoints = {"loop_controller.Handler", "language_detection.Handler",
"sentence_translation.Handler", "translation_logger.Handler"};
Integer[] timeouts = {30, 30, 30, 30};
Integer[] memories = {512, 1024, 1024, 1024};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA,
GoogleCommandUtility.IOWA};
String[] functionDirs = {"loop_controller", "language_detection", "sentence_translation",
"translation_logger"};
CompositionCommandExecutor.deployOnGoogleComposition("cycle-translator",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/java/cycle_translator",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.JAVA_11_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
}
/* Java on Amazon Web Services */
if (AMAZON_DEPLOY && JAVA) {
{
String[] functionNames = {"image-recognition", "anger-detection"};
String[] entryPoints = {"image_recognition.Handler", "anger_detection.Handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {1024, 1024};
String[] regions = {AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO};
String[] zipFileNames = {"image_recognition_java_aws-1.0.jar", "anger_detection_java_aws-1.0.jar"};
CompositionCommandExecutor.deployOnAmazonComposition("face-detection",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/java/face_recognition",
AmazonCommandUtility.OHIO,
"step.json",
functionNames,
AmazonCommandUtility.JAVA_11_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
zipFileNames);
}
{
String[] functionNames = {"latency-test-workflow", "cpu-test-workflow"};
String[] entryPoints = {"latency_test.Handler", "cpu_test.Handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {128, 128};
String[] regions = {AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO};
String[] zipFileNames = {"latency_test_java_aws-1.0.jar", "cpu_test_java_aws-1.0.jar"};
CompositionCommandExecutor.deployOnAmazonComposition("basic-composition",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/java/basic_test_composition",
AmazonCommandUtility.OHIO,
"step.json",
functionNames,
AmazonCommandUtility.JAVA_11_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
zipFileNames);
}
{
String[] functionNames = {"loop-controller", "language-detection", "sentence-translation",
"translation-logger"};
String[] entryPoints = {"loop_controller.Handler", "language_detection.Handler",
"sentence_translation.Handler", "translation_logger.Handler"};
Integer[] timeouts = {30, 30, 30, 30};
Integer[] memories = {512, 1024, 1024, 1024};
String[] regions = {AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO,
AmazonCommandUtility.OHIO};
String[] zipFileNames = {"loop_controller_java_aws-1.0.jar", "language_detection_java_aws-1.0.jar",
"sentence_translation_java_aws-1.0.jar", "translation_logger_java_aws-1.0.jar"};
CompositionCommandExecutor.deployOnAmazonComposition("cycle-translator",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/java/cycle_translator",
AmazonCommandUtility.OHIO,
"step.json",
functionNames,
AmazonCommandUtility.JAVA_11_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
zipFileNames);
}
}
/* Java on OpenWhisk */
if (OPENWHISK_DEPLOY && JAVA) {
{
String[] functionNames = {"image-recognition", "anger-detection"};
String[] entryPoints = {"image_recognition.Handler", "anger_detection.Handler"};
Integer[] timeouts = {30, 30};
// 1024 mb not available
Integer[] memories = {500, 500};
String[] zipFileNames = {"image_recognition_java_ow-1.0.jar", "anger_detection_java_ow-1.0.jar"};
CompositionCommandExecutor.deployOnOpenWhiskComposition("face-detection",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/java/face_recognition",
"step.js",
functionNames,
OpenWhiskCommandUtility.JAVA_8_RUNTIME,
entryPoints,
timeouts,
memories,
zipFileNames);
}
{
String[] functionNames = {"latency-test-workflow", "cpu-test-workflow"};
String[] entryPoints = {"latency_test.Handler", "cpu_test.Handler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {128, 128};
String[] zipFileNames = {"latency_test_java_ow-1.0.jar", "cpu_test_java_ow-1.0.jar"};
CompositionCommandExecutor.deployOnOpenWhiskComposition("basic-composition",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/openwhisk/java/basic_test_composition",
"step.js",
functionNames,
OpenWhiskCommandUtility.JAVA_8_RUNTIME,
entryPoints,
timeouts,
memories,
zipFileNames);
}
}
/* Node.js on Google Cloud Platform */
if (GOOGLE_DEPLOY && NODE) {
{
String[] functionNames = {"image-recognition", "anger-detection"};
String[] entryPoints = {"gcFunctionsHandler", "gcFunctionsHandler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {1024, 1024};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA};
String[] functionDirs = {"image_recognition", "anger_detection"};
CompositionCommandExecutor.deployOnGoogleComposition("face-detection",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/node/face_recognition",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.NODE_10_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
{
String[] functionNames = {"latency-test-workflow", "cpu-test-workflow"};
String[] entryPoints = {"gcFunctionsHandler", "gcFunctionsHandler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {128, 128};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA};
String[] functionDirs = {"latency_test", "cpu_test"};
CompositionCommandExecutor.deployOnGoogleComposition("basic-composition",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/node/basic_test_composition",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.NODE_10_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
{
String[] functionNames = {"loop-controller", "language-detection", "sentence-translation",
"translation-logger"};
String[] entryPoints = {"gcFunctionsHandler", "gcFunctionsHandler", "gcFunctionsHandler",
"gcFunctionsHandler"};
Integer[] timeouts = {30, 30, 30, 30};
Integer[] memories = {512, 1024, 1024, 1024};
String[] regions = {GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA, GoogleCommandUtility.IOWA,
GoogleCommandUtility.IOWA};
String[] functionDirs = {"loop_controller", "language_detection", "sentence_translation",
"translation_logger"};
CompositionCommandExecutor.deployOnGoogleComposition("cycle-translator",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/gcloud/node/cycle_translator",
GoogleCommandUtility.IOWA,
"step.yaml",
functionNames,
GoogleCommandUtility.NODE_10_RUNTIME,
entryPoints,
timeouts,
memories,
regions,
functionDirs);
}
}
/* Node.js on Amazon Web Services */
if (AMAZON_DEPLOY && NODE) {
{
String[] functionNames = {"image-recognition", "anger-detection"};
String[] entryPoints = {"index.lambdaHandler", "index.lambdaHandler"};
Integer[] timeouts = {30, 30};
Integer[] memories = {1024, 1024};
String[] regions = {AmazonCommandUtility.OHIO, AmazonCommandUtility.OHIO};
String[] zipFileNames = {"image_recognition.zip", "anger_detection.zip"};
CompositionCommandExecutor.deployOnAmazonComposition("face-detection",
"/Users/francescomarino/IdeaProjects/ServerlessFlowBench" +
"/serverless_functions/aws/node/face_recognition",
AmazonCommandUtility.OHIO,
"step.json",
functionNames,
AmazonCommandUtility.NODE_10_X_RUNTIME,