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Statistical sampling library for use in virtualdataset libraries, based on apache commons math 4

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/*
 *
 *       Copyright 2015 Jonathan Shook
 *
 *   Licensed 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 io.virtdata.core;

//

import io.virtdata.api.DataMapper;
import io.virtdata.templates.BindPoint;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.security.InvalidParameterException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.Optional;

/**
 * Maps a set of parameters on an associated object of type T to specifiers for data mappers.
 * Allows for easy construction of DataMapperBindings when in the proper thread scope.
 * 

* The user is required to call @{link resolveBindings} when in the scope that the resulting * bindings will be used in. */ public class BindingsTemplate { private final static Logger logger = LoggerFactory.getLogger(BindingsTemplate.class); private List bindPointNames = new ArrayList<>(); private List specifiers = new ArrayList<>(); // public BindingsTemplate(Map specs) { // specs.forEach(this::addFieldBinding); // } public BindingsTemplate(List anchors, List specs) { if (anchors.size()!=specs.size()) { throw new InvalidParameterException("Anchors and Specifiers must be matched pair-wise."); } for (int i = 0; i < anchors.size(); i++) { addFieldBinding(anchors.get(i),specs.get(i)); } } public BindingsTemplate(List bindpoints) { addFieldBindings(bindpoints); } public BindingsTemplate() { } public void addFieldBindings(List bindPoints) { for (BindPoint bindPoint : bindPoints) { addFieldBinding(bindPoint.getAnchor(),bindPoint.getBindspec()); } } /** * Add a named binding specifier to the template * @param bindPointName the name associated with the binding specifier * @param genSpec the binding specifier */ public void addFieldBinding(String bindPointName, String genSpec) { this.bindPointNames.add(bindPointName); this.specifiers.add(genSpec); } /** * Add multiple named bindings to the template * @param bindPairs A map of named binding specifiers */ public void addFieldBindings(Map bindPairs) { for (Map.Entry e : bindPairs.entrySet()) { this.bindPointNames.add(e.getKey()); this.specifiers.add(e.getValue()); } } /** * Use the data mapping library and the specifier to create instances of data mapping functions. * If you need thread-aware mapping, be sure to call this in the proper thread. Each time this method * is called, it creates a new instance. * @return A set of bindings that can be used to yield mapped data values later. */ public Bindings resolveBindings() { List> dataMappers = new ArrayList<>(); for (String specifier : specifiers) { Optional> optionalDataMapper = VirtData.getOptionalMapper(specifier); if (optionalDataMapper.isPresent()) { dataMappers.add(optionalDataMapper.get()); } else { logAvailableDataMappers(); throw new RuntimeException( "data mapper binding was unsuccessful for " + ", spec:" + specifier + ", see log for known data mapper names."); } } return new Bindings(this, dataMappers); } private void logAvailableDataMappers() { VirtDataDocs.getAllNames().forEach(gn -> logger.info("DATAMAPPER " + gn)); } public List getBindPointNames() { return this.bindPointNames; } public List getDataMapperSpecs() { return this.specifiers; } @Override public String toString() { String delim = ""; StringBuilder sb = new StringBuilder(BindingsTemplate.class.getSimpleName()).append(":"); for (int i = 0; i < bindPointNames.size(); i++) { sb.append(delim); sb.append("'").append(bindPointNames.get(i)).append("'"); sb.append("=>"); sb.append("\"").append(specifiers.get(i)).append("\""); delim = ", "; } return sb.toString(); } public String toString(Object[] values) { String delim = ""; StringBuilder sb = new StringBuilder(BindingsTemplate.class.getSimpleName()).append(":"); for (int i = 0; i < bindPointNames.size(); i++) { sb.append(delim); sb.append("'").append(bindPointNames.get(i)).append("'"); sb.append("=>"); sb.append("\"").append(specifiers.get(i)).append("\""); sb.append("=>["); sb.append(values[i]); sb.append("]("); sb.append((null!=values[i]) ? values[i].getClass().getSimpleName() : "NULL"); sb.append(")"); delim = ", "; } return sb.toString(); } }





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