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updateThro
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@ -18,11 +18,11 @@ threads and eliminating the latency of creating new threads.
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## Explanation
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Real world example
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Real-world example
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> We have a large number of relatively short tasks at hand. We need to peel huge amounts of potatoes
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> and serve mighty amount of coffee cups. Creating a new thread for each task would be a waste so we
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> establish a thread pool.
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> and serve a mighty amount of coffee cups. Creating a new thread for each task would be a waste so
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> we establish a thread pool.
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In plain words
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@ -99,7 +99,7 @@ public class PotatoPeelingTask extends Task {
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}
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```
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Next we present a runnable `Worker` class that the thread pool will utilize to handle all the potato
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Next, we present a runnable `Worker` class that the thread pool will utilize to handle all the potato
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peeling and coffee making.
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```java
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@ -16,10 +16,12 @@ Ensure that a given client is not able to access service resources more than the
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## Explanation
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Real world example
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Real-world example
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> A large multinational corporation offers API to its customers. The API is rate-limited and each
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> customer can only make certain amount of calls per second.
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> A young human and an old dwarf walk into a bar. They start ordering beers from the bartender.
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> The bartender immediately sees that the young human shouldn't consume too many drinks too fast
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> and refuses to serve if enough time has not passed. For the old dwarf, the serving rate can
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> be higher.
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In plain words
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@ -33,30 +35,25 @@ In plain words
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**Programmatic Example**
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Tenant class presents the clients of the API. CallsCount tracks the number of API calls per tenant.
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`BarCustomer` class presents the clients of the `Bartender` API. `CallsCount` tracks the number of
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calls per `BarCustomer`.
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```java
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public class Tenant {
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public class BarCustomer {
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private final String name;
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private final int allowedCallsPerSecond;
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@Getter
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private final String name;
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@Getter
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private final int allowedCallsPerSecond;
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public Tenant(String name, int allowedCallsPerSecond, CallsCount callsCount) {
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if (allowedCallsPerSecond < 0) {
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throw new InvalidParameterException("Number of calls less than 0 not allowed");
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public BarCustomer(String name, int allowedCallsPerSecond, CallsCount callsCount) {
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if (allowedCallsPerSecond < 0) {
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throw new InvalidParameterException("Number of calls less than 0 not allowed");
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}
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this.name = name;
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this.allowedCallsPerSecond = allowedCallsPerSecond;
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callsCount.addTenant(name);
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}
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this.name = name;
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this.allowedCallsPerSecond = allowedCallsPerSecond;
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callsCount.addTenant(name);
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}
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public String getName() {
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return name;
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}
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public int getAllowedCallsPerSecond() {
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return allowedCallsPerSecond;
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}
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}
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@Slf4j
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@ -76,14 +73,14 @@ public final class CallsCount {
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}
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public void reset() {
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LOGGER.debug("Resetting the map.");
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tenantCallsCount.replaceAll((k, v) -> new AtomicLong(0));
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LOGGER.info("reset counters");
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}
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}
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```
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Next we introduce the service that the tenants are calling. To track the call count we use the
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throttler timer.
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Next, the service that the tenants are calling is introduced. To track the call count, a throttler
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timer is used.
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```java
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public interface Throttler {
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@ -111,71 +108,103 @@ public class ThrottleTimerImpl implements Throttler {
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}, 0, throttlePeriod);
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}
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}
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```
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class B2BService {
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`Bartender` offers the `orderDrink` service to the `BarCustomer`s. The customers probably don't
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know that the beer serving rate is limited by their appearances.
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private static final Logger LOGGER = LoggerFactory.getLogger(B2BService.class);
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private final CallsCount callsCount;
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```java
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class Bartender {
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public B2BService(Throttler timer, CallsCount callsCount) {
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this.callsCount = callsCount;
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timer.start();
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}
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private static final Logger LOGGER = LoggerFactory.getLogger(Bartender.class);
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private final CallsCount callsCount;
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public int dummyCustomerApi(Tenant tenant) {
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var tenantName = tenant.getName();
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var count = callsCount.getCount(tenantName);
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LOGGER.debug("Counter for {} : {} ", tenant.getName(), count);
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if (count >= tenant.getAllowedCallsPerSecond()) {
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LOGGER.error("API access per second limit reached for: {}", tenantName);
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return -1;
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public Bartender(Throttler timer, CallsCount callsCount) {
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this.callsCount = callsCount;
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timer.start();
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}
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callsCount.incrementCount(tenantName);
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return getRandomCustomerId();
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}
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private int getRandomCustomerId() {
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return ThreadLocalRandom.current().nextInt(1, 10000);
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}
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public int orderDrink(BarCustomer barCustomer) {
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var tenantName = barCustomer.getName();
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var count = callsCount.getCount(tenantName);
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if (count >= barCustomer.getAllowedCallsPerSecond()) {
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LOGGER.error("I'm sorry {}, you've had enough for today!", tenantName);
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return -1;
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}
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callsCount.incrementCount(tenantName);
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LOGGER.debug("Serving beer to {} : [{} consumed] ", barCustomer.getName(), count+1);
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return getRandomCustomerId();
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}
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private int getRandomCustomerId() {
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return ThreadLocalRandom.current().nextInt(1, 10000);
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}
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}
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```
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Now we are ready to see the full example in action. Tenant Adidas is rate-limited to 5 calls per
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second and Nike to 6.
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Now it is possible to see the full example in action. `BarCustomer` young human is rate-limited to 2
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calls per second and the old dwarf to 4.
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```java
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public static void main(String[] args) {
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public static void main(String[] args) {
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var callsCount = new CallsCount();
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var adidas = new Tenant("Adidas", 5, callsCount);
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var nike = new Tenant("Nike", 6, callsCount);
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var human = new BarCustomer("young human", 2, callsCount);
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var dwarf = new BarCustomer("dwarf soldier", 4, callsCount);
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var executorService = Executors.newFixedThreadPool(2);
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executorService.execute(() -> makeServiceCalls(adidas, callsCount));
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executorService.execute(() -> makeServiceCalls(nike, callsCount));
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executorService.shutdown();
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try {
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executorService.awaitTermination(10, TimeUnit.SECONDS);
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} catch (InterruptedException e) {
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LOGGER.error("Executor Service terminated: {}", e.getMessage());
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}
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}
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private static void makeServiceCalls(Tenant tenant, CallsCount callsCount) {
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var timer = new ThrottleTimerImpl(10, callsCount);
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var service = new B2BService(timer, callsCount);
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executorService.execute(() -> makeServiceCalls(human, callsCount));
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executorService.execute(() -> makeServiceCalls(dwarf, callsCount));
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executorService.shutdown();
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try {
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executorService.awaitTermination(10, TimeUnit.SECONDS);
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} catch (InterruptedException e) {
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LOGGER.error("Executor service terminated: {}", e.getMessage());
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}
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}
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private static void makeServiceCalls(BarCustomer barCustomer, CallsCount callsCount) {
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var timer = new ThrottleTimerImpl(1000, callsCount);
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var service = new Bartender(timer, callsCount);
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// Sleep is introduced to keep the output in check and easy to view and analyze the results.
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IntStream.range(0, 20).forEach(i -> {
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service.dummyCustomerApi(tenant);
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try {
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Thread.sleep(1);
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} catch (InterruptedException e) {
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LOGGER.error("Thread interrupted: {}", e.getMessage());
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}
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IntStream.range(0, 50).forEach(i -> {
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service.orderDrink(barCustomer);
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try {
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Thread.sleep(100);
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} catch (InterruptedException e) {
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LOGGER.error("Thread interrupted: {}", e.getMessage());
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}
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});
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}
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}
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```
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An excerpt from the example's console output:
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```
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18:46:36.218 [Timer-0] INFO com.iluwatar.throttling.CallsCount - reset counters
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18:46:36.218 [Timer-1] INFO com.iluwatar.throttling.CallsCount - reset counters
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18:46:36.242 [pool-1-thread-2] DEBUG com.iluwatar.throttling.Bartender - Serving beer to dwarf soldier : [1 consumed]
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18:46:36.242 [pool-1-thread-1] DEBUG com.iluwatar.throttling.Bartender - Serving beer to young human : [1 consumed]
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18:46:36.342 [pool-1-thread-2] DEBUG com.iluwatar.throttling.Bartender - Serving beer to dwarf soldier : [2 consumed]
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18:46:36.342 [pool-1-thread-1] DEBUG com.iluwatar.throttling.Bartender - Serving beer to young human : [2 consumed]
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18:46:36.443 [pool-1-thread-1] ERROR com.iluwatar.throttling.Bartender - I'm sorry young human, you've had enough for today!
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18:46:36.443 [pool-1-thread-2] DEBUG com.iluwatar.throttling.Bartender - Serving beer to dwarf soldier : [3 consumed]
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18:46:36.544 [pool-1-thread-1] ERROR com.iluwatar.throttling.Bartender - I'm sorry young human, you've had enough for today!
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18:46:36.544 [pool-1-thread-2] DEBUG com.iluwatar.throttling.Bartender - Serving beer to dwarf soldier : [4 consumed]
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18:46:36.645 [pool-1-thread-2] ERROR com.iluwatar.throttling.Bartender - I'm sorry dwarf soldier, you've had enough for today!
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18:46:36.645 [pool-1-thread-1] ERROR com.iluwatar.throttling.Bartender - I'm sorry young human, you've had enough for today!
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18:46:36.745 [pool-1-thread-1] ERROR com.iluwatar.throttling.Bartender - I'm sorry young human, you've had enough for today!
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18:46:36.745 [pool-1-thread-2] ERROR com.iluwatar.throttling.Bartender - I'm sorry dwarf soldier, you've had enough for today!
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18:46:36.846 [pool-1-thread-1] ERROR com.iluwatar.throttling.Bartender - I'm sorry young human, you've had enough for today!
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18:46:36.846 [pool-1-thread-2] ERROR com.iluwatar.throttling.Bartender - I'm sorry dwarf soldier, you've had enough for today!
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18:46:36.947 [pool-1-thread-2] ERROR com.iluwatar.throttling.Bartender - I'm sorry dwarf soldier, you've had enough for today!
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18:46:36.947 [pool-1-thread-1] ERROR com.iluwatar.throttling.Bartender - I'm sorry young human, you've had enough for today!
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18:46:37.048 [pool-1-thread-2] ERROR com.iluwatar.throttling.Bartender - I'm sorry dwarf soldier, you've had enough for today!
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18:46:37.048 [pool-1-thread-1] ERROR com.iluwatar.throttling.Bartender - I'm sorry young human, you've had enough for today!
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18:46:37.148 [pool-1-thread-1] ERROR com.iluwatar.throttling.Bartender - I'm sorry young human, you've had enough for today!
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18:46:37.148 [pool-1-thread-2] ERROR com.iluwatar.throttling.Bartender - I'm sorry dwarf soldier, you've had enough for today!
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```
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## Class diagram
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@ -185,7 +214,7 @@ second and Nike to 6.
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The Throttling pattern should be used:
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* When a service access needs to be restricted to not have high impacts on the performance of the service.
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* When service access needs to be restricted not to have high impact on the performance of the service.
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* When multiple clients are consuming the same service resources and restriction has to be made according to the usage per client.
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## Credits
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|
@ -34,11 +34,11 @@ import lombok.extern.slf4j.Slf4j;
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* complete service by users or a particular tenant. This can allow systems to continue to function
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* and meet service level agreements, even when an increase in demand places load on resources.
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* <p>
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* In this example we have ({@link App}) as the initiating point of the service. This is a time
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* In this example there is a {@link Bartender} serving beer to {@link BarCustomer}s. This is a time
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* based throttling, i.e. only a certain number of calls are allowed per second.
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* </p>
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* ({@link Tenant}) is the Tenant POJO class with which many tenants can be created ({@link
|
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* B2BService}) is the service which is consumed by the tenants and is throttled.
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* ({@link BarCustomer}) is the service tenant class having a name and the number of calls allowed.
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* ({@link Bartender}) is the service which is consumed by the tenants and is throttled.
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*/
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@Slf4j
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public class App {
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@ -50,33 +50,35 @@ public class App {
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*/
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public static void main(String[] args) {
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var callsCount = new CallsCount();
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var adidas = new Tenant("Adidas", 5, callsCount);
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var nike = new Tenant("Nike", 6, callsCount);
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var human = new BarCustomer("young human", 2, callsCount);
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var dwarf = new BarCustomer("dwarf soldier", 4, callsCount);
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var executorService = Executors.newFixedThreadPool(2);
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executorService.execute(() -> makeServiceCalls(adidas, callsCount));
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executorService.execute(() -> makeServiceCalls(nike, callsCount));
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executorService.execute(() -> makeServiceCalls(human, callsCount));
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executorService.execute(() -> makeServiceCalls(dwarf, callsCount));
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executorService.shutdown();
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try {
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executorService.awaitTermination(10, TimeUnit.SECONDS);
|
||||
if (!executorService.awaitTermination(10, TimeUnit.SECONDS)) {
|
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executorService.shutdownNow();
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}
|
||||
} catch (InterruptedException e) {
|
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LOGGER.error("Executor Service terminated: {}", e.getMessage());
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executorService.shutdownNow();
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}
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||||
}
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||||
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||||
/**
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* Make calls to the B2BService dummy API.
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* Make calls to the bartender.
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*/
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private static void makeServiceCalls(Tenant tenant, CallsCount callsCount) {
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var timer = new ThrottleTimerImpl(10, callsCount);
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var service = new B2BService(timer, callsCount);
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private static void makeServiceCalls(BarCustomer barCustomer, CallsCount callsCount) {
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var timer = new ThrottleTimerImpl(1000, callsCount);
|
||||
var service = new Bartender(timer, callsCount);
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||||
// Sleep is introduced to keep the output in check and easy to view and analyze the results.
|
||||
IntStream.range(0, 20).forEach(i -> {
|
||||
service.dummyCustomerApi(tenant);
|
||||
IntStream.range(0, 50).forEach(i -> {
|
||||
service.orderDrink(barCustomer);
|
||||
try {
|
||||
Thread.sleep(1);
|
||||
Thread.sleep(100);
|
||||
} catch (InterruptedException e) {
|
||||
LOGGER.error("Thread interrupted: {}", e.getMessage());
|
||||
}
|
||||
|
@ -25,22 +25,26 @@ package com.iluwatar.throttling;
|
||||
|
||||
import java.security.InvalidParameterException;
|
||||
|
||||
/**
|
||||
* A Pojo class to create a basic Tenant with the allowed calls per second.
|
||||
*/
|
||||
public class Tenant {
|
||||
import lombok.Getter;
|
||||
|
||||
/**
|
||||
* BarCustomer is a tenant with a name and a number of allowed calls per second.
|
||||
*/
|
||||
public class BarCustomer {
|
||||
|
||||
@Getter
|
||||
private final String name;
|
||||
@Getter
|
||||
private final int allowedCallsPerSecond;
|
||||
|
||||
/**
|
||||
* Constructor.
|
||||
*
|
||||
* @param name Name of the tenant
|
||||
* @param allowedCallsPerSecond The number of calls allowed for a particular tenant.
|
||||
* @param name Name of the BarCustomer
|
||||
* @param allowedCallsPerSecond The number of calls allowed for this particular tenant.
|
||||
* @throws InvalidParameterException If number of calls is less than 0, throws exception.
|
||||
*/
|
||||
public Tenant(String name, int allowedCallsPerSecond, CallsCount callsCount) {
|
||||
public BarCustomer(String name, int allowedCallsPerSecond, CallsCount callsCount) {
|
||||
if (allowedCallsPerSecond < 0) {
|
||||
throw new InvalidParameterException("Number of calls less than 0 not allowed");
|
||||
}
|
||||
@ -48,12 +52,4 @@ public class Tenant {
|
||||
this.allowedCallsPerSecond = allowedCallsPerSecond;
|
||||
callsCount.addTenant(name);
|
||||
}
|
||||
|
||||
public String getName() {
|
||||
return name;
|
||||
}
|
||||
|
||||
public int getAllowedCallsPerSecond() {
|
||||
return allowedCallsPerSecond;
|
||||
}
|
||||
}
|
@ -29,33 +29,32 @@ import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
|
||||
/**
|
||||
* A service which accepts a tenant and throttles the resource based on the time given to the
|
||||
* tenant.
|
||||
* Bartender is a service which accepts a BarCustomer (tenant) and throttles
|
||||
* the resource based on the time given to the tenant.
|
||||
*/
|
||||
class B2BService {
|
||||
class Bartender {
|
||||
|
||||
private static final Logger LOGGER = LoggerFactory.getLogger(B2BService.class);
|
||||
private static final Logger LOGGER = LoggerFactory.getLogger(Bartender.class);
|
||||
private final CallsCount callsCount;
|
||||
|
||||
public B2BService(Throttler timer, CallsCount callsCount) {
|
||||
public Bartender(Throttler timer, CallsCount callsCount) {
|
||||
this.callsCount = callsCount;
|
||||
timer.start();
|
||||
}
|
||||
|
||||
/**
|
||||
* Calls dummy customer api.
|
||||
*
|
||||
* Orders a drink from the bartender.
|
||||
* @return customer id which is randomly generated
|
||||
*/
|
||||
public int dummyCustomerApi(Tenant tenant) {
|
||||
var tenantName = tenant.getName();
|
||||
public int orderDrink(BarCustomer barCustomer) {
|
||||
var tenantName = barCustomer.getName();
|
||||
var count = callsCount.getCount(tenantName);
|
||||
LOGGER.debug("Counter for {} : {} ", tenant.getName(), count);
|
||||
if (count >= tenant.getAllowedCallsPerSecond()) {
|
||||
LOGGER.error("API access per second limit reached for: {}", tenantName);
|
||||
if (count >= barCustomer.getAllowedCallsPerSecond()) {
|
||||
LOGGER.error("I'm sorry {}, you've had enough for today!", tenantName);
|
||||
return -1;
|
||||
}
|
||||
callsCount.incrementCount(tenantName);
|
||||
LOGGER.debug("Serving beer to {} : [{} consumed] ", barCustomer.getName(), count + 1);
|
||||
return getRandomCustomerId();
|
||||
}
|
||||
|
@ -69,7 +69,7 @@ public final class CallsCount {
|
||||
* Resets the count of all the tenants in the map.
|
||||
*/
|
||||
public void reset() {
|
||||
LOGGER.debug("Resetting the map.");
|
||||
tenantCallsCount.replaceAll((k, v) -> new AtomicLong(0));
|
||||
LOGGER.info("reset counters");
|
||||
}
|
||||
}
|
||||
|
@ -23,20 +23,21 @@
|
||||
|
||||
package com.iluwatar.throttling;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertThrows;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import java.security.InvalidParameterException;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertThrows;
|
||||
|
||||
/**
|
||||
* TenantTest to test the creation of Tenant with valid parameters.
|
||||
*/
|
||||
public class TenantTest {
|
||||
public class BarCustomerTest {
|
||||
|
||||
@Test
|
||||
void constructorTest() {
|
||||
assertThrows(InvalidParameterException.class, () -> {
|
||||
new Tenant("FailTenant", -1, new CallsCount());
|
||||
new BarCustomer("sirBrave", -1, new CallsCount());
|
||||
});
|
||||
}
|
||||
}
|
@ -32,19 +32,18 @@ import org.junit.jupiter.api.Test;
|
||||
/**
|
||||
* B2BServiceTest class to test the B2BService
|
||||
*/
|
||||
public class B2BServiceTest {
|
||||
public class BartenderTest {
|
||||
|
||||
private final CallsCount callsCount = new CallsCount();
|
||||
|
||||
@Test
|
||||
void dummyCustomerApiTest() {
|
||||
var tenant = new Tenant("testTenant", 2, callsCount);
|
||||
var tenant = new BarCustomer("pirate", 2, callsCount);
|
||||
// In order to assure that throttling limits will not be reset, we use an empty throttling implementation
|
||||
var timer = (Throttler) () -> {
|
||||
};
|
||||
var service = new B2BService(timer, callsCount);
|
||||
var timer = (Throttler) () -> {};
|
||||
var service = new Bartender(timer, callsCount);
|
||||
|
||||
IntStream.range(0, 5).mapToObj(i -> tenant).forEach(service::dummyCustomerApi);
|
||||
IntStream.range(0, 5).mapToObj(i -> tenant).forEach(service::orderDrink);
|
||||
var counter = callsCount.getCount(tenant.getName());
|
||||
assertEquals(2, counter, "Counter limit must be reached");
|
||||
}
|
Loading…
x
Reference in New Issue
Block a user