feat: Added Map Reduce Design Pattern (#3184)

* MapReduce design pattern added

* Updated README.md

* added module to parent pom
This commit is contained in:
Harshita Vidapanakal
2025-02-22 13:08:05 -05:00
committed by GitHub
parent e17f138223
commit 6785b53b02
14 changed files with 815 additions and 0 deletions
@@ -0,0 +1,56 @@
/*
* This project is licensed under the MIT license. Module model-view-viewmodel is using ZK framework licensed under LGPL (see lgpl-3.0.txt).
*
* The MIT License
* Copyright © 2014-2022 Ilkka Seppälä
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
package com.iluwatar;
import java.util.ArrayList;
import java.util.Comparator;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
/**
* The Reducer class is responsible for aggregating word counts from the shuffled data.
*/
public class Reducer {
private Reducer() {
throw new UnsupportedOperationException("Reducer is a utility class and cannot be instantiated.");
}
/**
* Sums the occurrences of each word and sorts the results in descending order.
*
* @param grouped A map where keys are words and values are lists of their occurrences.
* @return A sorted list of word counts in descending order.
*/
public static List<Map.Entry<String, Integer>> reduce(Map<String, List<Integer>> grouped) {
Map<String, Integer> reduced = new HashMap<>();
for (Map.Entry<String, List<Integer>> entry : grouped.entrySet()) {
reduced.put(entry.getKey(), entry.getValue().stream().mapToInt(Integer::intValue).sum());
}
List<Map.Entry<String, Integer>> result = new ArrayList<>(reduced.entrySet());
result.sort(Map.Entry.comparingByValue(Comparator.reverseOrder()));
return result;
}
}