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‎scijava-concurrent/README.md‎

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This module provides a framework for executing `Runnable`s and `Callable`s. By abstracting the evaluation of functionality, we can enable the framework to intelligently execute code, increasing performance.
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## The `Parallelziation` class
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## The `Parallelization` class
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This class provides many static utilities for executing functionality.
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‎scijava-concurrent/src/main/java/org/scijava/concurrent/Parallelization.java‎

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* The algorithm needs to use the {@link TaskExecutor} returned by
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* {@link Parallelization#getTaskExecutor()} to implement the parallelization.
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* Alternatively it can use {@link Parallelization#getExecutorService()}. But
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* {@link TaskExecutor} is simpler and better suited for image precessing
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* {@link TaskExecutor} is simpler and better suited for image processing
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* algorithms.
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* <p>
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* The algorithm can be executed singleThreaded, multiThreaded or by using a

‎scijava-discovery/src/main/java/org/scijava/discovery/Discoverer.java‎

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* is capable of discovering all interfaces {@code use}d by the
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* caller module. If we instead called
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* {@link ServiceLoader#load(Class)} directly, we'd only be able to
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* discover implmentations whose interface was {@code use}d by
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* discover implementations whose interface was {@code use}d by
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* {@code module org.scijava.discovery}.
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* <p>
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* It is in the user's best interest to make this {@link Function} as
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}
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/**
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* Accumulates mutiple {@link Discoverer}s into one mega-{@code Discoverer}
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* Accumulates multiple {@link Discoverer}s into one mega-{@code Discoverer}
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*
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* @param discoverers the {@link Discoverer}s to be wrapped
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* @return the mega-{@link Discoverer}

‎scijava-ops-api/src/main/java/org/scijava/ops/api/Hints.java‎

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}
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/**
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* Reutrns a <b>new</b> {@link Hints} with:
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* Returns a <b>new</b> {@link Hints} with:
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* <ol>
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* <li>All hints in this {@link Hints}</li>
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* <li>All hints in {@code other}</li>

‎scijava-ops-api/src/main/java/org/scijava/ops/api/package-info.java‎

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* their own data structures, algorithm syntax, and other requirements. With all
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* of these differences, library interoperability can be a daunting task. This
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* can lead to algorithm reimplementations, unmaintained code, and a lack of
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* cooperation between open-source communitites. SciJava Ops seeks to unify
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* cooperation between open-source communities. SciJava Ops seeks to unify
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* different libraries under a single framework, separating the development of
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* new algorithms from the way they are executed. Put more succinctly, the goals
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* of SciJava Ops are the following:
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* <li>Structural-equivalence in Ops allows us to consider similar Ops in
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* different languages as one, and to delegate to the proper Op using user
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* inputs. In other words, you can call structural-equivalent Ops identically,
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* and Scijava Ops will take care to call the correct Op based on the concrete
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* and SciJava Ops will take care to call the correct Op based on the concrete
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* inputs provided.</li>
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* <li>Result-equivalence, and therefore reproducability, in Ops, is guaranteed
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* <li>Result-equivalence, and therefore reproducibility, in Ops, is guaranteed
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* within an OpEnvironment and a set of input objects, but not just for Op
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* calls. This allows us to ensure reproducible pipelines, but also allows us to
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* introduce new Ops into the pipeline or to run pipelines on different inputs

‎scijava-ops-benchmarks/pom.xml‎

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<artifactId>scijava-ops-benchmarks</artifactId>
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<name>SciJava Ops Benchmarks</name>
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<description>SciJava Operations Benchmarks: A set of benchmarking tests for the Scijava Ops Engine library</description>
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<description>SciJava Operations Benchmarks: A set of benchmarking tests for the SciJava Ops Engine library</description>
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<url>https://github.com/scijava/scijava-ops-benchmarks</url>
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<inceptionYear>2023</inceptionYear>
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<organization>

‎scijava-ops-engine/src/main/java/org/scijava/ops/engine/exceptions/impl/PrivateOpException.java‎

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import org.scijava.ops.engine.exceptions.InvalidOpException;
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/**
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* Exception thrown when an Op is declared as private. This is unallowed as the
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* Exception thrown when an Op is declared as private. This is disallowed as the
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* Ops engine cannot access it.
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*
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* @author Gabriel Selzer

‎scijava-ops-engine/src/main/java/org/scijava/ops/engine/impl/DefaultOpHistory.java‎

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*/
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public class DefaultOpHistory implements OpHistory {
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// -- DATA STRCUTURES -- //
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// -- DATA STRUCTURES -- //
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private final Map<Object, List<RichOp<?>>> mutationMap = new WeakHashMap<>();
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‎scijava-ops-engine/src/main/java/org/scijava/ops/engine/matcher/MatchingResult.java‎

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sb.append("Multiple '" + request.getLabel() + "' ops of priority " +
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priority + ":\n");
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if (typeCheckingIncomplete(matches)) {
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sb.append("Incomplete output type checking may have occured!\n");
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sb.append("Incomplete output type checking may have occurred!\n");
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}
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int count = 0;
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for (final OpCandidate match : matches) {

‎scijava-ops-engine/src/main/java/org/scijava/ops/engine/matcher/convert/PrimitiveArrayConverters.java‎

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return oa;
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};
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// -- Object Focusers -- //
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// -- Object Converters -- //
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@OpHints(hints = { Conversion.FORBIDDEN })
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@OpField(names = "engine.convert")
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.stream().map(d -> d == null ? null : d.doubleValue()).toArray(
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// -- Primitive Focusers -- //
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// -- Primitive Converters -- //
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@OpHints(hints = { Conversion.FORBIDDEN })
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@OpField(names = "engine.convert")

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