bigtop-master/bigtop-data-generators/bigpetstore-data-generator/src/main/java/org/apache/bigtop/datagenerators/bigpetstore/generators/transaction/TransactionPurchasesSamplerBuilder.java
/**
 * 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.bigtop.datagenerators.bigpetstore.generators.transaction;

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

import org.apache.bigtop.datagenerators.bigpetstore.datamodels.Product;
import org.apache.bigtop.datagenerators.bigpetstore.datamodels.inputs.ProductCategory;
import org.apache.bigtop.datagenerators.bigpetstore.generators.purchase.PurchasingModel;
import org.apache.bigtop.datagenerators.bigpetstore.generators.purchase.PurchasingProcesses;
import org.apache.bigtop.datagenerators.samplers.SeedFactory;
import org.apache.bigtop.datagenerators.samplers.samplers.ConditionalSampler;
import org.apache.bigtop.datagenerators.samplers.wfs.ConditionalWeightFunction;

public class TransactionPurchasesSamplerBuilder
{
	final SeedFactory seedFactory;
	final Collection<ProductCategory> productCategories;
	final PurchasingModel purchasingProfile;

	protected CustomerTransactionParameters transactionParameters;
	protected CustomerInventory inventory;

	public TransactionPurchasesSamplerBuilder(Collection<ProductCategory> productCategories,
			PurchasingModel purchasingProfile,
			SeedFactory seedFactory)
	{
		this.seedFactory = seedFactory;
		this.productCategories = productCategories;
		this.purchasingProfile = purchasingProfile;
	}

	public void setTransactionParameters(
			CustomerTransactionParameters transactionParameters)
	{
		this.transactionParameters = transactionParameters;
	}

	public void setInventory(CustomerInventory inventory)
	{
		this.inventory = inventory;
	}

	public ConditionalSampler<List<Product>, Double> build() throws Exception
	{
		PurchasingProcesses processes = purchasingProfile.buildProcesses(seedFactory);

		ConditionalWeightFunction<Double, Double> categoryWF =
				new CategoryWeightFunction(transactionParameters.getAveragePurchaseTriggerTime());

		ConditionalSampler<List<Product>, Double> sampler = new TransactionPurchasesHiddenMarkovModel(processes,
				categoryWF, inventory, this.seedFactory);

		return sampler;
	}
}
