Merge branch 'master' into Mercator

2018-11-05 11:09:23 +02:00
parent 80357224ac d83eb69567
commit cc54876147
771 changed files with 72437 additions and 737 deletions
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/RunAlgorithm.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/RunAlgorithm.java
@@ -0,0 +1,28 @@
+package com.baeldung.algorithms;
+
+import java.util.Scanner;
+
+import com.baeldung.algorithms.slope_one.SlopeOne;
+
+public class RunAlgorithm {
+
+	public static void main(String[] args) throws InstantiationException, IllegalAccessException {
+		Scanner in = new Scanner(System.in);
+		System.out.println("1 - Slope One");
+		System.out.println("2 - Dijkstra");
+		int decision = in.nextInt();
+		switch (decision) {
+		case 1:
+			SlopeOne.slopeOne(3);
+			break;
+		case 2:
+			System.out.println("Please run the DijkstraAlgorithmLongRunningUnitTest.");
+			break;
+		default:
+			System.out.println("Unknown option");
+			break;
+		}
+		in.close();
+	}
+
+}
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/ga/dijkstra/Dijkstra.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/ga/dijkstra/Dijkstra.java
@@ -0,0 +1,57 @@
+package com.baeldung.algorithms.ga.dijkstra;
+
+import java.util.HashSet;
+import java.util.LinkedList;
+import java.util.Map.Entry;
+import java.util.Set;
+
+public class Dijkstra {
+
+    public static Graph calculateShortestPathFromSource(Graph graph, Node source) {
+
+        source.setDistance(0);
+
+        Set<Node> settledNodes = new HashSet<>();
+        Set<Node> unsettledNodes = new HashSet<>();
+        unsettledNodes.add(source);
+
+        while (unsettledNodes.size() != 0) {
+            Node currentNode = getLowestDistanceNode(unsettledNodes);
+            unsettledNodes.remove(currentNode);
+            for (Entry<Node, Integer> adjacencyPair : currentNode.getAdjacentNodes().entrySet()) {
+                Node adjacentNode = adjacencyPair.getKey();
+                Integer edgeWeigh = adjacencyPair.getValue();
+
+                if (!settledNodes.contains(adjacentNode)) {
+                    CalculateMinimumDistance(adjacentNode, edgeWeigh, currentNode);
+                    unsettledNodes.add(adjacentNode);
+                }
+            }
+            settledNodes.add(currentNode);
+        }
+        return graph;
+    }
+
+    private static void CalculateMinimumDistance(Node evaluationNode, Integer edgeWeigh, Node sourceNode) {
+        Integer sourceDistance = sourceNode.getDistance();
+        if (sourceDistance + edgeWeigh < evaluationNode.getDistance()) {
+            evaluationNode.setDistance(sourceDistance + edgeWeigh);
+            LinkedList<Node> shortestPath = new LinkedList<>(sourceNode.getShortestPath());
+            shortestPath.add(sourceNode);
+            evaluationNode.setShortestPath(shortestPath);
+        }
+    }
+
+    private static Node getLowestDistanceNode(Set<Node> unsettledNodes) {
+        Node lowestDistanceNode = null;
+        int lowestDistance = Integer.MAX_VALUE;
+        for (Node node : unsettledNodes) {
+            int nodeDistance = node.getDistance();
+            if (nodeDistance < lowestDistance) {
+                lowestDistance = nodeDistance;
+                lowestDistanceNode = node;
+            }
+        }
+        return lowestDistanceNode;
+    }
+}
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/ga/dijkstra/Graph.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/ga/dijkstra/Graph.java
@@ -0,0 +1,21 @@
+package com.baeldung.algorithms.ga.dijkstra;
+
+import java.util.HashSet;
+import java.util.Set;
+
+public class Graph {
+
+    private Set<Node> nodes = new HashSet<>();
+
+    public void addNode(Node nodeA) {
+        nodes.add(nodeA);
+    }
+
+    public Set<Node> getNodes() {
+        return nodes;
+    }
+
+    public void setNodes(Set<Node> nodes) {
+        this.nodes = nodes;
+    }
+}
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/ga/dijkstra/Node.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/ga/dijkstra/Node.java
@@ -0,0 +1,58 @@
+package com.baeldung.algorithms.ga.dijkstra;
+
+import java.util.HashMap;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+
+public class Node {
+
+    private String name;
+
+    private LinkedList<Node> shortestPath = new LinkedList<>();
+
+    private Integer distance = Integer.MAX_VALUE;
+
+    private Map<Node, Integer> adjacentNodes = new HashMap<>();
+
+    public Node(String name) {
+        this.name = name;
+    }
+
+    public void addDestination(Node destination, int distance) {
+        adjacentNodes.put(destination, distance);
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public Map<Node, Integer> getAdjacentNodes() {
+        return adjacentNodes;
+    }
+
+    public void setAdjacentNodes(Map<Node, Integer> adjacentNodes) {
+        this.adjacentNodes = adjacentNodes;
+    }
+
+    public Integer getDistance() {
+        return distance;
+    }
+
+    public void setDistance(Integer distance) {
+        this.distance = distance;
+    }
+
+    public List<Node> getShortestPath() {
+        return shortestPath;
+    }
+
+    public void setShortestPath(LinkedList<Node> shortestPath) {
+        this.shortestPath = shortestPath;
+    }
+
+}
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/roundedup/RoundUpToHundred.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/roundedup/RoundUpToHundred.java
@@ -0,0 +1,20 @@
+package com.baeldung.algorithms.roundedup;
+
+import java.util.Scanner;
+
+public class RoundUpToHundred {
+
+    public static void main(String[] args) {
+        Scanner scanner = new Scanner(System.in);
+        double input = scanner.nextDouble();
+        scanner.close();
+
+        RoundUpToHundred.round(input);
+    }
+
+    static long round(double input) {
+        long i = (long) Math.ceil(input);
+        return ((i + 99) / 100) * 100;
+    };
+
+}
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/slope_one/InputData.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/slope_one/InputData.java
@@ -0,0 +1,35 @@
+package com.baeldung.algorithms.slope_one;
+
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import lombok.Data;
+
+@Data
+public class InputData {
+
+    protected static List<Item> items = Arrays.asList(new Item("Candy"), new Item("Drink"), new Item("Soda"), new Item("Popcorn"), new Item("Snacks"));
+
+    public static Map<User, HashMap<Item, Double>> initializeData(int numberOfUsers) {
+        Map<User, HashMap<Item, Double>> data = new HashMap<>();
+        HashMap<Item, Double> newUser;
+        Set<Item> newRecommendationSet;
+        for (int i = 0; i < numberOfUsers; i++) {
+            newUser = new HashMap<Item, Double>();
+            newRecommendationSet = new HashSet<>();
+            for (int j = 0; j < 3; j++) {
+                newRecommendationSet.add(items.get((int) (Math.random() * 5)));
+            }
+            for (Item item : newRecommendationSet) {
+                newUser.put(item, Math.random());
+            }
+            data.put(new User("User " + i), newUser);
+        }
+        return data;
+    }
+
+}
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/slope_one/Item.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/slope_one/Item.java
@@ -0,0 +1,13 @@
+package com.baeldung.algorithms.slope_one;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class Item {
+
+    private String itemName;
+}
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/slope_one/SlopeOne.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/slope_one/SlopeOne.java
@@ -0,0 +1,124 @@
+package com.baeldung.algorithms.slope_one;
+
+import java.text.DecimalFormat;
+import java.text.NumberFormat;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Map.Entry;
+
+/**
+ * Slope One algorithm implementation
+ */
+public class SlopeOne {
+
+    private static Map<Item, Map<Item, Double>> diff = new HashMap<>();
+    private static Map<Item, Map<Item, Integer>> freq = new HashMap<>();
+    private static Map<User, HashMap<Item, Double>> inputData;
+    private static Map<User, HashMap<Item, Double>> outputData = new HashMap<>();
+
+    public static void slopeOne(int numberOfUsers) {
+        inputData = InputData.initializeData(numberOfUsers);
+        System.out.println("Slope One - Before the Prediction\n");
+        buildDifferencesMatrix(inputData);
+        System.out.println("\nSlope One - With Predictions\n");
+        predict(inputData);
+    }
+
+    /**
+     * Based on the available data, calculate the relationships between the
+     * items and number of occurences
+     * 
+     * @param data
+     *            existing user data and their items' ratings
+     */
+    private static void buildDifferencesMatrix(Map<User, HashMap<Item, Double>> data) {
+        for (HashMap<Item, Double> user : data.values()) {
+            for (Entry<Item, Double> e : user.entrySet()) {
+                if (!diff.containsKey(e.getKey())) {
+                    diff.put(e.getKey(), new HashMap<Item, Double>());
+                    freq.put(e.getKey(), new HashMap<Item, Integer>());
+                }
+                for (Entry<Item, Double> e2 : user.entrySet()) {
+                    int oldCount = 0;
+                    if (freq.get(e.getKey()).containsKey(e2.getKey())) {
+                        oldCount = freq.get(e.getKey()).get(e2.getKey()).intValue();
+                    }
+                    double oldDiff = 0.0;
+                    if (diff.get(e.getKey()).containsKey(e2.getKey())) {
+                        oldDiff = diff.get(e.getKey()).get(e2.getKey()).doubleValue();
+                    }
+                    double observedDiff = e.getValue() - e2.getValue();
+                    freq.get(e.getKey()).put(e2.getKey(), oldCount + 1);
+                    diff.get(e.getKey()).put(e2.getKey(), oldDiff + observedDiff);
+                }
+            }
+        }
+        for (Item j : diff.keySet()) {
+            for (Item i : diff.get(j).keySet()) {
+                double oldValue = diff.get(j).get(i).doubleValue();
+                int count = freq.get(j).get(i).intValue();
+                diff.get(j).put(i, oldValue / count);
+            }
+        }
+        printData(data);
+    }
+
+    /**
+     * Based on existing data predict all missing ratings. If prediction is not
+     * possible, the value will be equal to -1
+     * 
+     * @param data
+     *            existing user data and their items' ratings
+     */
+    private static void predict(Map<User, HashMap<Item, Double>> data) {
+        HashMap<Item, Double> uPred = new HashMap<Item, Double>();
+        HashMap<Item, Integer> uFreq = new HashMap<Item, Integer>();
+        for (Item j : diff.keySet()) {
+            uFreq.put(j, 0);
+            uPred.put(j, 0.0);
+        }
+        for (Entry<User, HashMap<Item, Double>> e : data.entrySet()) {
+            for (Item j : e.getValue().keySet()) {
+                for (Item k : diff.keySet()) {
+                    try {
+                        double predictedValue = diff.get(k).get(j).doubleValue() + e.getValue().get(j).doubleValue();
+                        double finalValue = predictedValue * freq.get(k).get(j).intValue();
+                        uPred.put(k, uPred.get(k) + finalValue);
+                        uFreq.put(k, uFreq.get(k) + freq.get(k).get(j).intValue());
+                    } catch (NullPointerException e1) {
+                    }
+                }
+            }
+            HashMap<Item, Double> clean = new HashMap<Item, Double>();
+            for (Item j : uPred.keySet()) {
+                if (uFreq.get(j) > 0) {
+                    clean.put(j, uPred.get(j).doubleValue() / uFreq.get(j).intValue());
+                }
+            }
+            for (Item j : InputData.items) {
+                if (e.getValue().containsKey(j)) {
+                    clean.put(j, e.getValue().get(j));
+                } else {
+                    clean.put(j, -1.0);
+                }
+            }
+            outputData.put(e.getKey(), clean);
+        }
+        printData(outputData);
+    }
+
+    private static void printData(Map<User, HashMap<Item, Double>> data) {
+        for (User user : data.keySet()) {
+            System.out.println(user.getUsername() + ":");
+            print(data.get(user));
+        }
+    }
+
+    private static void print(HashMap<Item, Double> hashMap) {
+        NumberFormat formatter = new DecimalFormat("#0.000");
+        for (Item j : hashMap.keySet()) {
+            System.out.println(" " + j.getItemName() + " --> " + formatter.format(hashMap.get(j).doubleValue()));
+        }
+    }
+
+}
--- a/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/slope_one/User.java
+++ b/algorithms-miscellaneous-2/src/main/java/com/baeldung/algorithms/slope_one/User.java
@@ -0,0 +1,14 @@
+package com.baeldung.algorithms.slope_one;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class User {
+
+    private String username;
+
+}
--- a/algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/DijkstraAlgorithmLongRunningUnitTest.java
+++ b/algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/DijkstraAlgorithmLongRunningUnitTest.java
@@ -0,0 +1,86 @@
+package com.baeldung.algorithms;
+
+import org.junit.Test;
+
+import com.baeldung.algorithms.ga.dijkstra.Dijkstra;
+import com.baeldung.algorithms.ga.dijkstra.Graph;
+import com.baeldung.algorithms.ga.dijkstra.Node;
+
+import java.util.Arrays;
+import java.util.List;
+
+import static org.junit.Assert.assertTrue;
+
+public class DijkstraAlgorithmLongRunningUnitTest {
+
+    @Test
+    public void whenSPPSolved_thenCorrect() {
+
+        Node nodeA = new Node("A");
+        Node nodeB = new Node("B");
+        Node nodeC = new Node("C");
+        Node nodeD = new Node("D");
+        Node nodeE = new Node("E");
+        Node nodeF = new Node("F");
+
+        nodeA.addDestination(nodeB, 10);
+        nodeA.addDestination(nodeC, 15);
+
+        nodeB.addDestination(nodeD, 12);
+        nodeB.addDestination(nodeF, 15);
+
+        nodeC.addDestination(nodeE, 10);
+
+        nodeD.addDestination(nodeE, 2);
+        nodeD.addDestination(nodeF, 1);
+
+        nodeF.addDestination(nodeE, 5);
+
+        Graph graph = new Graph();
+
+        graph.addNode(nodeA);
+        graph.addNode(nodeB);
+        graph.addNode(nodeC);
+        graph.addNode(nodeD);
+        graph.addNode(nodeE);
+        graph.addNode(nodeF);
+
+        graph = Dijkstra.calculateShortestPathFromSource(graph, nodeA);
+
+        List<Node> shortestPathForNodeB = Arrays.asList(nodeA);
+        List<Node> shortestPathForNodeC = Arrays.asList(nodeA);
+        List<Node> shortestPathForNodeD = Arrays.asList(nodeA, nodeB);
+        List<Node> shortestPathForNodeE = Arrays.asList(nodeA, nodeB, nodeD);
+        List<Node> shortestPathForNodeF = Arrays.asList(nodeA, nodeB, nodeD);
+
+        for (Node node : graph.getNodes()) {
+            switch (node.getName()) {
+            case "B":
+                assertTrue(node
+                  .getShortestPath()
+                  .equals(shortestPathForNodeB));
+                break;
+            case "C":
+                assertTrue(node
+                  .getShortestPath()
+                  .equals(shortestPathForNodeC));
+                break;
+            case "D":
+                assertTrue(node
+                  .getShortestPath()
+                  .equals(shortestPathForNodeD));
+                break;
+            case "E":
+                assertTrue(node
+                  .getShortestPath()
+                  .equals(shortestPathForNodeE));
+                break;
+            case "F":
+                assertTrue(node
+                  .getShortestPath()
+                  .equals(shortestPathForNodeF));
+                break;
+            }
+        }
+    }
+}
--- a/algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/roundedup/RoundUpToHundredUnitTest.java
+++ b/algorithms-miscellaneous-2/src/test/java/com/baeldung/algorithms/roundedup/RoundUpToHundredUnitTest.java
@@ -0,0 +1,14 @@
+package com.baeldung.algorithms.roundedup;
+
+import static org.junit.Assert.assertEquals;
+
+import org.junit.Test;
+
+public class RoundUpToHundredUnitTest {
+    @Test
+    public void givenInput_whenRound_thenRoundUpToTheNearestHundred() {
+        assertEquals("Rounded up to hundred", 100, RoundUpToHundred.round(99));
+        assertEquals("Rounded up to three hundred ", 300, RoundUpToHundred.round(200.2));
+        assertEquals("Returns same rounded value", 400, RoundUpToHundred.round(400));
+    }
+}