DeviceFilters.java

package net.bmahe.genetics4j.gpu.spec;

import java.util.Arrays;

import java.util.Collection;

import java.util.function.Predicate;

import org.apache.commons.lang3.Validate;

import net.bmahe.genetics4j.gpu.opencl.model.Device;

import net.bmahe.genetics4j.gpu.opencl.model.DeviceType;

/**

 * Utility class providing predicate-based filters for selecting OpenCL devices in GPU-accelerated evolutionary

 * algorithms.

 * 

 * <p>DeviceFilters offers a fluent API for creating device selection criteria based on device characteristics such as

 * type, capabilities, and performance metrics. These filters are used to automatically select appropriate OpenCL

 * devices for GPU-accelerated evolutionary algorithm execution.

 * 

 * <p>Key functionality includes:

 * <ul>

 * <li><strong>Type-based filtering</strong>: Select devices by type (GPU, CPU, accelerator)</li>

 * <li><strong>Logical combinations</strong>: Combine filters using AND and OR operations</li>

 * <li><strong>Performance filtering</strong>: Filter devices based on computational capabilities</li>

 * <li><strong>Predicate composition</strong>: Build complex selection criteria from simple predicates</li>

 * </ul>

 * 

 * <p>Common usage patterns:

 * 

 * <pre>{@code

 * // Select GPU devices only

 * Predicate<Device> gpuFilter = DeviceFilters.ofGPU();

 * 

 * // Select CPU devices only

 * Predicate<Device> cpuFilter = DeviceFilters.ofCPU();

 * 

 * // Select GPU or accelerator devices

 * Predicate<Device> computeFilter = DeviceFilters

 * 		.or(DeviceFilters.ofGPU(), DeviceFilters.ofType(DeviceType.ACCELERATOR));

 * 

 * // Select high-performance GPU devices

 * Predicate<Device> highPerformanceGPU = DeviceFilters.and(

 * 		DeviceFilters.ofGPU(),

 * 			device -> device.maxComputeUnits() >= 8,

 * 			device -> device.maxWorkGroupSize() >= 256);

 * 

 * // Apply filter to device selection

 * GPUEAExecutionContext context = GPUEAExecutionContext.builder().deviceFilters(gpuFilter).build();

 * }</pre>

 * 

 * <p>Device selection workflow:

 * <ol>

 * <li><strong>Platform discovery</strong>: Enumerate available OpenCL platforms</li>

 * <li><strong>Device enumeration</strong>: Discover devices on selected platforms</li>

 * <li><strong>Filter application</strong>: Apply device filters to candidate devices</li>

 * <li><strong>Device selection</strong>: Select filtered devices for EA execution</li>

 * </ol>

 * 

 * <p>Filter composition patterns:

 * <ul>

 * <li><strong>Type filtering</strong>: Select devices by computational type</li>

 * <li><strong>Capability filtering</strong>: Filter by device computational capabilities</li>

 * <li><strong>Performance filtering</strong>: Select devices meeting performance criteria</li>

 * <li><strong>Logical combinations</strong>: Combine multiple criteria using boolean logic</li>

 * </ul>

 * 

 * <p>Performance considerations:

 * <ul>

 * <li><strong>Device enumeration overhead</strong>: Filters are applied during device discovery</li>

 * <li><strong>Capability validation</strong>: Ensure selected devices meet algorithm requirements</li>

 * <li><strong>Load balancing</strong>: Consider device performance when selecting multiple devices</li>

 * <li><strong>Fallback strategies</strong>: Implement fallback filters for systems with limited devices</li>

 * </ul>

 * 

 * @see Device

 * @see DeviceType

 * @see GPUEAExecutionContext

 */

public class DeviceFilters {

	/**

	 * Creates a predicate that filters devices by the specified device type.

	 * 

	 * @param deviceType the OpenCL device type to filter for

	 * @return predicate that returns true for devices of the specified type

	 * @throws IllegalArgumentException if deviceType is null

	 */

	public static Predicate<Device> ofType(final DeviceType deviceType) {

	}

	/**

	 * Creates a predicate that filters for GPU devices only.

	 * 

	 * <p>This is a convenience method equivalent to {@code ofType(DeviceType.GPU)}.

	 * 

	 * @return predicate that returns true for GPU devices

	 */

	public static Predicate<Device> ofGPU() {

	}

	/**

	 * Creates a predicate that filters for CPU devices only.

	 * 

	 * <p>This is a convenience method equivalent to {@code ofType(DeviceType.CPU)}.

	 * 

	 * @return predicate that returns true for CPU devices

	 */

	public static Predicate<Device> ofCPU() {

	}

	/**

	 * Creates a predicate that returns true if any of the provided predicates return true (logical OR).

	 * 

	 * @param predicates array of device predicates to combine with OR logic

	 * @return predicate that returns true if any input predicate returns true

	 * @throws IllegalArgumentException if predicates is null or empty

	 */

	public static Predicate<Device> or(@SuppressWarnings("unchecked") final Predicate<Device>... predicates) {

	}

	/**

	 * Creates a predicate that returns true if any of the provided predicates return true (logical OR).

	 * 

	 * @param predicates collection of device predicates to combine with OR logic

	 * @return predicate that returns true if any input predicate returns true

	 * @throws IllegalArgumentException if predicates is null or empty

	 */

	public static Predicate<Device> or(final Collection<Predicate<Device>> predicates) {

	}

	/**

	 * Creates a predicate that returns true only if all provided predicates return true (logical AND).

	 * 

	 * @param predicates array of device predicates to combine with AND logic

	 * @return predicate that returns true only if all input predicates return true

	 * @throws IllegalArgumentException if predicates is null or empty

	 */

	@SafeVarargs

	public static Predicate<Device> and(final Predicate<Device>... predicates) {

	}

	/**

	 * Creates a predicate that returns true only if all provided predicates return true (logical AND).

	 * 

	 * @param predicates collection of device predicates to combine with AND logic

	 * @return predicate that returns true only if all input predicates return true

	 * @throws IllegalArgumentException if predicates is null or empty

	 */

	public static Predicate<Device> and(final Collection<Predicate<Device>> predicates) {

	}

}

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