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POC- Orchestration of DLs #179
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package org.dataloader.orchestration; | ||
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import java.util.Iterator; | ||
import java.util.concurrent.Executor; | ||
import java.util.concurrent.LinkedBlockingDeque; | ||
import java.util.concurrent.atomic.AtomicReference; | ||
import java.util.function.BiFunction; | ||
import java.util.function.Supplier; | ||
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public class CF<T> { | ||
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private AtomicReference<Object> result = new AtomicReference<>(); | ||
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private static final Object NULL = new Object(); | ||
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private static class ExceptionWrapper { | ||
private final Throwable throwable; | ||
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private ExceptionWrapper(Throwable throwable) { | ||
this.throwable = throwable; | ||
} | ||
} | ||
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private final LinkedBlockingDeque<CompleteAction<?, ?>> dependedActions = new LinkedBlockingDeque<>(); | ||
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private static class CompleteAction<T, V> implements Runnable { | ||
Executor executor; | ||
CF<V> toComplete; | ||
CF<T> src; | ||
BiFunction<? super T, Throwable, ? extends V> mapperFn; | ||
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public CompleteAction(CF<V> toComplete, CF<T> src, BiFunction<? super T, Throwable, ? extends V> mapperFn, Executor executor) { | ||
this.toComplete = toComplete; | ||
this.src = src; | ||
this.mapperFn = mapperFn; | ||
this.executor = executor; | ||
} | ||
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public void execute() { | ||
if (executor != null) { | ||
executor.execute(this); | ||
} else { | ||
toComplete.completeViaMapper(mapperFn, src.result.get()); | ||
} | ||
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} | ||
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@Override | ||
public void run() { | ||
toComplete.completeViaMapper(mapperFn, src.result.get()); | ||
src.dependedActions.remove(this); | ||
} | ||
} | ||
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private CF() { | ||
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} | ||
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public <U> CF<U> newIncomplete() { | ||
return new CF<U>(); | ||
} | ||
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public static <T> CF<T> newComplete(T completed) { | ||
CF<T> result = new CF<>(); | ||
result.encodeAndSetResult(completed); | ||
return result; | ||
} | ||
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public static <T> CF<T> newExceptionally(Throwable e) { | ||
CF<T> result = new CF<>(); | ||
result.encodeAndSetResult(e); | ||
return result; | ||
} | ||
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public static <T> CF<T> supplyAsync(Supplier<T> supplier, | ||
Executor executor) { | ||
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CF<T> result = new CF<>(); | ||
executor.execute(() -> { | ||
try { | ||
result.encodeAndSetResult(supplier.get()); | ||
} catch (Throwable ex) { | ||
result.encodeAndSetResult(ex); | ||
} | ||
}); | ||
return result; | ||
} | ||
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public <U> CF<U> map(BiFunction<? super T, Throwable, ? extends U> fn) { | ||
CF<U> newResult = new CF<>(); | ||
dependedActions.push(new CompleteAction<>(newResult, this, fn, null)); | ||
return newResult; | ||
} | ||
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public <U> CF<U> mapAsync(BiFunction<? super T, Throwable, ? extends U> fn, Executor executor) { | ||
CF<U> newResult = new CF<>(); | ||
dependedActions.push(new CompleteAction<>(newResult, this, fn, executor)); | ||
return newResult; | ||
} | ||
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public <U> CF<U> compose(BiFunction<? super T, Throwable, ? extends U> fn, Executor executor) { | ||
CF<U> newResult = new CF<>(); | ||
dependedActions.push(new CompleteAction<>(newResult, this, fn, executor)); | ||
return newResult; | ||
} | ||
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public boolean complete(T value) { | ||
boolean success = result.compareAndSet(null, value); | ||
fireDependentActions(); | ||
return success; | ||
} | ||
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private boolean encodeAndSetResult(Object rawValue) { | ||
if (rawValue == null) { | ||
return result.compareAndSet(null, NULL); | ||
} else if (rawValue instanceof Throwable) { | ||
return result.compareAndSet(null, new ExceptionWrapper((Throwable) rawValue)); | ||
} else { | ||
return result.compareAndSet(null, rawValue); | ||
} | ||
} | ||
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private Object decodeResult(Object rawValue) { | ||
if (rawValue instanceof ExceptionWrapper) { | ||
return ((ExceptionWrapper) rawValue).throwable; | ||
} else if (rawValue == NULL) { | ||
return null; | ||
} else { | ||
return rawValue; | ||
} | ||
} | ||
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private void fireDependentActions() { | ||
Iterator<CompleteAction<?, ?>> iterator = dependedActions.iterator(); | ||
while (iterator.hasNext()) { | ||
iterator.next().execute(); | ||
} | ||
} | ||
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private <T, U> void completeViaMapper(BiFunction<? super T, Throwable, ? extends U> fn, Object encodedResult) { | ||
try { | ||
Object decodedResult = decodeResult(encodedResult); | ||
Object mappedResult = fn.apply( | ||
(T) decodedResult, | ||
decodedResult instanceof Throwable ? (Throwable) decodedResult : null | ||
); | ||
this.result.compareAndSet(null, mappedResult); | ||
} catch (Throwable t) { | ||
encodeAndSetResult(t); | ||
} | ||
} | ||
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} |
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package org.dataloader.orchestration; | ||
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import org.dataloader.DataLoader; | ||
import org.dataloader.impl.Assertions; | ||
import org.dataloader.orchestration.executors.ImmediateExecutor; | ||
import org.dataloader.orchestration.observation.Tracker; | ||
import org.dataloader.orchestration.observation.TrackingObserver; | ||
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import java.util.ArrayList; | ||
import java.util.List; | ||
import java.util.concurrent.CompletableFuture; | ||
import java.util.concurrent.Executor; | ||
import java.util.function.Function; | ||
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public class Orchestrator<K, V> { | ||
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private final Executor executor; | ||
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> Builder<K, V> orchestrate(DataLoader<K, V> dataLoader) { | ||
return new Builder<>(dataLoader); | ||
} | ||
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public Orchestrator(Builder<K, V> builder) { | ||
this.tracker = new Tracker(builder.trackingObserver); | ||
this.executor = builder.executor; | ||
this.startingDL = builder.dataLoader; | ||
} | ||
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. needs injection of of the "tracker implementation" I think - maybe??? |
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public Tracker getTracker() { | ||
return tracker; | ||
} | ||
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public Executor getExecutor() { | ||
return executor; | ||
} | ||
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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??"); | ||
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// tell the tracker we are under way | ||
getTracker().startingExecution(); | ||
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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); | ||
} | ||
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return castAs(currentCF); | ||
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} | ||
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private void whenComplete(int stepIndex, Step<?, ?> step, CompletableFuture<Object> cf) { | ||
cf.whenComplete((v, throwable) -> { | ||
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 " + stepIndex + ": " + throwable.getMessage()); | ||
throwable.printStackTrace(System.out); | ||
} else { | ||
System.out.println("step " + stepIndex + " returned : " + v); | ||
} | ||
getTracker().loadCallComplete(stepIndex, step.dataLoader(), throwable); | ||
}); | ||
} | ||
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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public static class Builder<K, V> { | ||
private Executor executor = ImmediateExecutor.INSTANCE; | ||
private DataLoader<K, V> dataLoader; | ||
private TrackingObserver trackingObserver; | ||
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Builder(DataLoader<K, V> dataLoader) { | ||
this.dataLoader = dataLoader; | ||
} | ||
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public Builder<K, V> executor(Executor executor) { | ||
this.executor = executor; | ||
return this; | ||
} | ||
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public Builder<K, V> observer(TrackingObserver trackingObserver) { | ||
this.trackingObserver = trackingObserver; | ||
return this; | ||
} | ||
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public Orchestrator<K, V> build() { | ||
return new Orchestrator<>(this); | ||
} | ||
} | ||
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} |
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Looks a lot like the actual CompletebleFuture code foe scheduling ;)
java.util.concurrent.CompletableFuture.AsyncRun