// ============================================================================ // // Copyright (C) 2006-2016 Talend Inc. - www.talend.com // // This source code is available under agreement available at // %InstallDIR%\features\org.talend.rcp.branding.%PRODUCTNAME%\%PRODUCTNAME%license.txt // // You should have received a copy of the agreement // along with this program; if not, write to Talend SA // 9 rue Pages 92150 Suresnes, France // // ============================================================================ package org.talend.dataquality.datamasking.functions; import java.util.Random; import org.apache.log4j.Logger; /** * created by jgonzalez on 19 juin 2015. This function will modify the input data by multiplying it by a number between * the parameter and its opposite. * */ public abstract class NumericVariance<T2> extends Function<T2> { private static final long serialVersionUID = -9042942041517353551L; private static final Logger LOGGER = Logger.getLogger(NumericVariance.class); protected int rate = 0; private int integerParam = 10; @Override public void parse(String extraParameter, boolean keepNullValues, Random rand) { super.parse(extraParameter, keepNullValues, rand); if (CharactersOperationUtils.validParameters1Number(parameters)) integerParam = Integer.parseInt(parameters[0]); else LOGGER.info("The parameter is ignored because it's not a positive integer"); if (integerParam == 0) { integerParam = 10; } else if (integerParam < 0) { integerParam *= -1; } } protected void init() { do { rate = rnd.nextInt(2 * integerParam) - integerParam; } while (rate == 0); } @Override protected abstract T2 doGenerateMaskedField(T2 t); }