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* Licensed to the Apache Software Foundation (ASF) under one
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* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.flink.statefun.examples.async;
import java.time.Duration;
import java.util.Objects;
import java.util.concurrent.CompletableFuture;
import java.util.concurrent.ThreadLocalRandom;
import org.apache.flink.statefun.examples.async.events.TaskCompletionEvent;
import org.apache.flink.statefun.examples.async.events.TaskStartedEvent;
import org.apache.flink.statefun.examples.async.service.TaskQueryService;
import org.apache.flink.statefun.examples.async.service.TaskStatus;
import org.apache.flink.statefun.sdk.AsyncOperationResult;
import org.apache.flink.statefun.sdk.Context;
import org.apache.flink.statefun.sdk.FunctionType;
import org.apache.flink.statefun.sdk.StatefulFunction;
/**
* TaskDurationTrackerFunction - demonstrates the use of asynchronous operations.
*
* <p>In this example scenario there are tasks executing in an an external system, the external
* system exposes a {@link TaskQueryService} that can report back the status of each individual
* task, in addition the external system generates a {@link TaskStartedEvent} with the task id and
* creation time.
*
* <p>This function reacts to {@link TaskStartedEvent} and pulls the external {@link
* TaskQueryService} for the task completion, when finally the task completes, this function
* produces an {@link TaskCompletionEvent} with the task execution duration.
*/
final class TaskDurationTrackerFunction implements StatefulFunction {
static final FunctionType TYPE =
new FunctionType("org.apache.flink.statefun.examples.async", "duration-tracker");
private final TaskQueryService service;
TaskDurationTrackerFunction(TaskQueryService service) {
this.service = Objects.requireNonNull(service);
}
@Override
public void invoke(Context context, Object message) {
if (message instanceof TaskStartedEvent) {
// We received a TaskStartedEvent, in response, we need to check with an external service what
// is the status of that task. Since the external service (represented by the client) is
// asynchronous (returns a CompletableFuture) we register that future as a pending
// asynchronous operation, and we will
// get notified once the async operation completes via the special AsyncOperationResult
// message.
// we also attach the original input message as metadata to the async operation.
TaskStartedEvent e = (TaskStartedEvent) message;
CompletableFuture<TaskStatus> result = service.getTaskStatusAsync(e.getTaskId());
context.registerAsyncOperation(message, result);
return;
}
if (message instanceof AsyncOperationResult) {
// This is a result of an async operation we have previously registered.
// The message's metadata would be the original input event that triggered the async operation
// (TaskStartedEvent)
// and possibly the asynchronously computed TaskStatus.
@SuppressWarnings("unchecked")
AsyncOperationResult<TaskStartedEvent, TaskStatus> asyncOp =
(AsyncOperationResult<TaskStartedEvent, TaskStatus>) message;
onAsyncOperationResultEvent(context, asyncOp);
return;
}
throw new IllegalArgumentException("Unknown event " + message);
}
/**
* Handle the result of an asynchronous operation. The logic of this example is as follows: 1. If
* the async operation itself failed (i.e. IOException, TimeoutException etc') just blindly retry
* within a second 2. If the
*/
private static void onAsyncOperationResultEvent(
Context context, AsyncOperationResult<TaskStartedEvent, TaskStatus> asyncOp) {
// We have attached the original TaskStartedEvent as a metadata, when registering the async
// operation, so we can just grab it.
final TaskStartedEvent e = asyncOp.metadata();
if (!asyncOp.successful()) {
// Something went wrong while trying to obtain the TaskStatus asynchronously, we can inspect
// the cause by
// calling asyncOp.throwable() or asking if the status is unknown (asyncOp.unknown())
// in any case we retry in 1 second, by just sending a delayed message to ourselves.
Duration delay = oneSecondPlusJitter();
context.sendAfter(delay, context.self(), e);
return;
}
// The async op has completed successfully now we can obtain the asynchronously computed value.
final TaskStatus status = asyncOp.value();
if (!status.isCompleted()) {
// The task status is not yet complete, therefore we need to pull the status again at some
// later point in time, lets retry in 10 seconds
context.sendAfter(Duration.ofSeconds(10), context.self(), e);
return;
}
handleCompletedTask(context, e, status);
}
/**
* compute a duration that represents slightly more than one second (with a random jitter) to
* avoid thundering herds.
*/
private static Duration oneSecondPlusJitter() {
final long randomJitter = ThreadLocalRandom.current().nextLong(1_000, 1_250);
return Duration.ofMillis(randomJitter);
}
/** The task was completed, we can compute the task execution duration and emit it downstream. */
private static void handleCompletedTask(
Context context, TaskStartedEvent taskStartedEvent, TaskStatus finishedTaskStatus) {
TaskCompletionEvent taskCompletionEvent =
new TaskCompletionEvent(
taskStartedEvent.getTaskId(),
taskStartedEvent.getStartTime(),
finishedTaskStatus.getCompletionTime());
context.send(Constants.RESULT_EGRESS, taskCompletionEvent);
}
}