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POC- Orchestration of DLs #179
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Original file line number | Diff line number | Diff line change |
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package org.dataloader.orchestration; | ||
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import org.dataloader.DataLoader; | ||
import org.dataloader.impl.Assertions; | ||
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import java.util.ArrayList; | ||
import java.util.List; | ||
import java.util.concurrent.CompletableFuture; | ||
import java.util.function.Function; | ||
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public class Orchestrator<K, V> { | ||
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private final Tracker tracker; | ||
private final DataLoader<K, V> startingDL; | ||
private final List<Step<?, ?>> steps = new ArrayList<>(); | ||
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/** | ||
* This will create a new {@link Orchestrator} that can allow multiple calls to multiple data-loader's | ||
* to be orchestrated so they all run optimally. | ||
* | ||
* @param dataLoader the data loader to start with | ||
* @param <K> the key type | ||
* @param <V> the value type | ||
* @return a new {@link Orchestrator} | ||
*/ | ||
public static <K, V> Orchestrator<K, V> orchestrate(DataLoader<K, V> dataLoader) { | ||
return new Orchestrator<>(new Tracker(), dataLoader); | ||
} | ||
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public Tracker getTracker() { | ||
return tracker; | ||
} | ||
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private Orchestrator(Tracker tracker, DataLoader<K, V> dataLoader) { | ||
this.tracker = tracker; | ||
this.startingDL = dataLoader; | ||
} | ||
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public Step<K, V> load(K key) { | ||
return load(key, null); | ||
} | ||
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public Step<K, V> load(K key, Object keyContext) { | ||
return Step.loadImpl(this, castAs(startingDL), key, keyContext); | ||
} | ||
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static <T> T castAs(Object o) { | ||
//noinspection unchecked | ||
return (T) o; | ||
} | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. generics are hard! |
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<KT, VT> void record(Step<KT, VT> step) { | ||
steps.add(step); | ||
tracker.incrementStepCount(); | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. we know how many steps we can have |
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} | ||
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/** | ||
* This is the callback point saying to start the DataLoader loading process. | ||
* <p> | ||
* The type of object returned here depends on the value type of the last Step. We cant be truly generic | ||
* here and must be case. | ||
* | ||
* @param <VT> the value type | ||
* @return the final composed value | ||
*/ | ||
<VT> CompletableFuture<VT> execute() { | ||
Assertions.assertState(!steps.isEmpty(), () -> "How can the steps to run be empty??"); | ||
int index = 0; | ||
Step<?, ?> firstStep = steps.get(index); | ||
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CompletableFuture<Object> currentCF = castAs(firstStep.codeToRun().apply(null)); // first load uses variable capture | ||
whenComplete(index, firstStep, currentCF); | ||
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for (index++; index < steps.size(); index++) { | ||
Step<?, ?> nextStep = steps.get(index); | ||
Function<Object, CompletableFuture<?>> codeToRun = castAs(nextStep.codeToRun()); | ||
CompletableFuture<Object> nextCF = currentCF.thenCompose(value -> castAs(codeToRun.apply(value))); | ||
currentCF = nextCF; | ||
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// side effect when this step is complete | ||
whenComplete(index, nextStep, nextCF); | ||
} | ||
return castAs(currentCF); | ||
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} | ||
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private void whenComplete(int index, Step<?, ?> step, CompletableFuture<Object> cf) { | ||
cf.whenComplete((v, throwable) -> { | ||
getTracker().loadCallComplete(step.dataLoader()); | ||
// replace with instrumentation code | ||
if (throwable != null) { | ||
// TODO - should we be cancelling future steps here - no need for dispatch tracking if they will never run | ||
System.out.println("A throwable has been thrown on step " + index + ": " + throwable.getMessage()); | ||
throwable.printStackTrace(System.out); | ||
} else { | ||
System.out.println("step " + index + " returned : " + v); | ||
} | ||
}); | ||
} | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This is where we can have tracker side effects to know things. We should probably also handle exceptions by cancelling all "expectations on future load" since they will not happen Maybe we just mark the Tracker as "exceptional" |
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} |
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package org.dataloader.orchestration; | ||
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import org.dataloader.DataLoader; | ||
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import java.util.concurrent.CompletableFuture; | ||
import java.util.function.Function; | ||
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import static org.dataloader.orchestration.Orchestrator.castAs; | ||
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public class Step<K, V> { | ||
private final Orchestrator<?, ?> orchestrator; | ||
private final DataLoader<Object, Object> dl; | ||
private final Function<K, CompletableFuture<V>> codeToRun; | ||
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Step(Orchestrator<?, ?> orchestrator, DataLoader<?, ?> dataLoader, Function<K, CompletableFuture<V>> codeToRun) { | ||
this.orchestrator = orchestrator; | ||
this.dl = castAs(dataLoader); | ||
this.codeToRun = codeToRun; | ||
} | ||
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DataLoader<Object, Object> dataLoader() { | ||
return dl; | ||
} | ||
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public Function<K, CompletableFuture<V>> codeToRun() { | ||
return codeToRun; | ||
} | ||
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public <KT, VT> With<KT, VT> with(DataLoader<KT, VT> dataLoader) { | ||
return new With<>(orchestrator, dataLoader); | ||
} | ||
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public Step<K, V> load(K key, Object keyContext) { | ||
return loadImpl(orchestrator, dl, key, keyContext); | ||
} | ||
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public Step<V, V> thenLoad(Function<V, K> codeToRun) { | ||
return thenLoadImpl(orchestrator, dl, codeToRun); | ||
} | ||
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static <K, V> Step<K, V> loadImpl(Orchestrator<?, ?> orchestrator, DataLoader<Object, Object> dl, K key, Object keyContext) { | ||
Function<K, CompletableFuture<V>> codeToRun = k -> { | ||
CompletableFuture<V> cf = castAs(dl.load(key, keyContext)); | ||
orchestrator.getTracker().loadCall(dl); | ||
return cf; | ||
}; | ||
Step<K, V> step = new Step<>(orchestrator, dl, codeToRun); | ||
orchestrator.record(step); | ||
return step; | ||
} | ||
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static <K, V> Step<V, V> thenLoadImpl(Orchestrator<?, ?> orchestrator, DataLoader<Object, Object> dl, Function<V, K> codeToRun) { | ||
Function<V, CompletableFuture<V>> actualCodeToRun = v -> { | ||
K key = codeToRun.apply(v); | ||
CompletableFuture<V> cf = castAs(dl.load(key)); | ||
orchestrator.getTracker().loadCall(dl); | ||
return cf; | ||
}; | ||
Step<V, V> step = new Step<>(orchestrator, dl, actualCodeToRun); | ||
orchestrator.record(step); | ||
return step; | ||
} | ||
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public CompletableFuture<V> toCompletableFuture() { | ||
return orchestrator.execute(); | ||
} | ||
} |
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package org.dataloader.orchestration; | ||
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import org.dataloader.DataLoader; | ||
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import java.util.HashMap; | ||
import java.util.Map; | ||
import java.util.concurrent.atomic.AtomicInteger; | ||
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/** | ||
* This needs HEAPS more work - heaps more - I am not sure if its just counts of call backs or what. | ||
* <p> | ||
* This is just POC stuff for now | ||
*/ | ||
public class Tracker { | ||
private final AtomicInteger stepCount = new AtomicInteger(); | ||
private final Map<DataLoader<?,?>, AtomicInteger> counters = new HashMap<>(); | ||
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public int getOutstandingLoadCount(DataLoader<?,?> dl) { | ||
synchronized (this) { | ||
return getDLCounter(dl).intValue(); | ||
} | ||
} | ||
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public int getOutstandingLoadCount() { | ||
int count = 0; | ||
synchronized (this) { | ||
for (AtomicInteger atomicInteger : counters.values()) { | ||
count += atomicInteger.get(); | ||
} | ||
} | ||
return count; | ||
} | ||
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public int getStepCount() { | ||
return stepCount.get(); | ||
} | ||
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void incrementStepCount() { | ||
this.stepCount.incrementAndGet(); | ||
} | ||
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void loadCall(DataLoader<?,?> dl) { | ||
synchronized (this) { | ||
getDLCounter(dl).incrementAndGet(); | ||
} | ||
} | ||
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void loadCallComplete(DataLoader<?,?> dl) { | ||
synchronized (this) { | ||
getDLCounter(dl).decrementAndGet(); | ||
} | ||
} | ||
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private AtomicInteger getDLCounter(DataLoader<?, ?> dl) { | ||
return counters.computeIfAbsent(dl, key -> new AtomicInteger()); | ||
} | ||
} |
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package org.dataloader.orchestration; | ||
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import org.dataloader.DataLoader; | ||
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import java.util.function.Function; | ||
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import static org.dataloader.orchestration.Orchestrator.castAs; | ||
import static org.dataloader.orchestration.Step.loadImpl; | ||
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/** | ||
* A transitional step that allows a new step to be started with a new data loader in play | ||
* | ||
* @param <K> the key type | ||
* @param <V> the value type | ||
*/ | ||
public class With<K, V> { | ||
private final Orchestrator<?, ?> orchestrator; | ||
private final DataLoader<K, V> dl; | ||
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public With(Orchestrator<?, ?> orchestrator, DataLoader<K, V> dl) { | ||
this.orchestrator = orchestrator; | ||
this.dl = dl; | ||
} | ||
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public Step<K, V> load(K key) { | ||
return load(key, null); | ||
} | ||
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public Step<K, V> load(K key, Object keyContext) { | ||
return loadImpl(orchestrator, castAs(dl), key,keyContext); | ||
} | ||
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public Step<V, V> thenLoad(Function<V, K> codeToRun) { | ||
return Step.thenLoadImpl(orchestrator, castAs(dl), codeToRun); | ||
} | ||
} |
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package org.dataloader.orchestration; | ||
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import org.dataloader.DataLoader; | ||
import org.dataloader.DataLoaderOptions; | ||
import org.dataloader.DataLoaderRegistry; | ||
import org.junit.jupiter.api.Test; | ||
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import java.util.concurrent.CompletableFuture; | ||
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import static org.awaitility.Awaitility.await; | ||
import static org.dataloader.DataLoaderFactory.newDataLoader; | ||
import static org.dataloader.fixtures.TestKit.lowerCaseBatchLoader; | ||
import static org.dataloader.fixtures.TestKit.reverseBatchLoader; | ||
import static org.dataloader.fixtures.TestKit.upperCaseBatchLoader; | ||
import static org.hamcrest.MatcherAssert.assertThat; | ||
import static org.hamcrest.Matchers.equalTo; | ||
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class OrchestratorTest { | ||
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DataLoaderOptions cachingAndBatchingOptions = DataLoaderOptions.newOptions().setBatchingEnabled(true).setCachingEnabled(true); | ||
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DataLoader<String, String> dlUpper = newDataLoader(upperCaseBatchLoader(), cachingAndBatchingOptions); | ||
DataLoader<String, String> dlLower = newDataLoader(lowerCaseBatchLoader(), cachingAndBatchingOptions); | ||
DataLoader<String, String> dlReverse = newDataLoader(reverseBatchLoader(), cachingAndBatchingOptions); | ||
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@Test | ||
void canOrchestrate() { | ||
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DataLoaderRegistry registry = DataLoaderRegistry.newRegistry() | ||
.register("upper", dlUpper) | ||
.register("lower", dlLower) | ||
.register("reverse", dlReverse) | ||
.build(); | ||
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Orchestrator<String, String> orchestrator = Orchestrator.orchestrate(dlUpper); | ||
Step<String, String> step1 = orchestrator.load("aBc", null); | ||
With<String, String> with1 = step1.with(dlLower); | ||
Step<String, String> step2 = with1.thenLoad(key -> key); | ||
With<String, String> with2 = step2.with(dlReverse); | ||
Step<String, String> step3 = with2.thenLoad(key -> key); | ||
CompletableFuture<String> cf = step3.toCompletableFuture(); | ||
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// because all the dls are dispatched in "perfect order" here they all end up dispatching | ||
// at JUST the right time. A change in order would be different | ||
registry.dispatchAll(); | ||
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await().until(cf::isDone); | ||
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assertThat(cf.join(), equalTo("cba")); | ||
} | ||
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@Test | ||
void canOrchestrateWhenNotInPerfectOrder() { | ||
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DataLoaderRegistry registry = DataLoaderRegistry.newRegistry() | ||
.register("reverse", dlReverse) | ||
.register("lower", dlLower) | ||
.register("upper", dlUpper) | ||
.build(); | ||
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Orchestrator<String, String> orchestrator = Orchestrator.orchestrate(dlUpper); | ||
CompletableFuture<String> cf = orchestrator.load("aBc", null) | ||
.with(dlLower).thenLoad(key1 -> key1) | ||
.with(dlReverse).thenLoad(key -> key) | ||
.toCompletableFuture(); | ||
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registry.dispatchAll(); | ||
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assertThat(cf.isDone(), equalTo(false)); | ||
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assertThat(orchestrator.getTracker().getOutstandingLoadCount(),equalTo(2)); | ||
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await().until(cf::isDone); | ||
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assertThat(cf.join(), equalTo("cba")); | ||
} | ||
} |
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needs injection of of the "tracker implementation" I think - maybe???