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The Apache Commons RNG Sampling module provides samplers for various distributions.

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/*
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file 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.commons.rng.sampling;

import java.util.Collection;
import java.util.List;
import java.util.ArrayList;

import org.apache.commons.rng.UniformRandomProvider;

/**
 * Sampling from a {@link Collection}.
 *
 * 

Sampling uses {@link UniformRandomProvider#nextInt(int)}.

* * @param Type of items in the collection. * * @since 1.0 */ public class CollectionSampler implements SharedStateObjectSampler { /** Collection to be sampled from. */ private final List items; /** RNG. */ private final UniformRandomProvider rng; /** * Creates a sampler. * * @param rng Generator of uniformly distributed random numbers. * @param collection Collection to be sampled. * A (shallow) copy will be stored in the created instance. * @throws IllegalArgumentException if {@code collection} is empty. */ public CollectionSampler(UniformRandomProvider rng, Collection collection) { if (collection.isEmpty()) { throw new IllegalArgumentException("Empty collection"); } this.rng = rng; items = new ArrayList<>(collection); } /** * @param rng Generator of uniformly distributed random numbers. * @param source Source to copy. */ private CollectionSampler(UniformRandomProvider rng, CollectionSampler source) { this.rng = rng; items = source.items; } /** * Picks one of the items from the * {@link #CollectionSampler(UniformRandomProvider,Collection) * collection passed to the constructor}. * * @return a random sample. */ @Override public T sample() { return items.get(rng.nextInt(items.size())); } /** * {@inheritDoc} * * @since 1.3 */ @Override public CollectionSampler withUniformRandomProvider(UniformRandomProvider rng) { return new CollectionSampler<>(rng, this); } }




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