Merge remote-tracking branch 'upstream/master'
This commit is contained in:
@@ -39,7 +39,6 @@ target/
|
||||
spring-openid/src/main/resources/application.properties
|
||||
.recommenders/
|
||||
/spring-hibernate4/nbproject/
|
||||
spring-security-openid/src/main/resources/application.properties
|
||||
|
||||
spring-all/*.log
|
||||
|
||||
|
||||
@@ -1,3 +1,4 @@
|
||||
**UPDATE**: The price of "Learn Spring Security OAuth" will permanently change on the 11th of December, along with the upcoming OAuth2 material: http://bit.ly/github-lss
|
||||
|
||||
The Courses
|
||||
==============================
|
||||
|
||||
@@ -15,5 +15,4 @@ This module contains articles about algorithms. Some classes of algorithms, e.g.
|
||||
- [Creating a Triangle with for Loops in Java](https://www.baeldung.com/java-print-triangle)
|
||||
- [Efficient Word Frequency Calculator in Java](https://www.baeldung.com/java-word-frequency)
|
||||
- [The K-Means Clustering Algorithm in Java](https://www.baeldung.com/java-k-means-clustering-algorithm)
|
||||
- [Creating a Custom Annotation in Java](https://www.baeldung.com/java-custom-annotation)
|
||||
- More articles: [[<-- prev]](/algorithms-miscellaneous-2) [[next -->]](/algorithms-miscellaneous-4)
|
||||
|
||||
@@ -10,4 +10,6 @@ This module contains articles about algorithms. Some classes of algorithms, e.g.
|
||||
- [Find If Two Numbers Are Relatively Prime in Java](https://www.baeldung.com/java-two-relatively-prime-numbers)
|
||||
- [Knapsack Problem Implementation in Java](https://www.baeldung.com/java-knapsack)
|
||||
- [How to Determine if a Binary Tree is Balanced](https://www.baeldung.com/java-balanced-binary-tree)
|
||||
- [The Caesar Cipher in Java](https://www.baeldung.com/java-caesar-cipher)
|
||||
- [Overview of Combinatorial Problems in Java](https://www.baeldung.com/java-combinatorial-algorithms)
|
||||
- More articles: [[<-- prev]](/../algorithms-miscellaneous-4)
|
||||
|
||||
@@ -34,6 +34,11 @@
|
||||
<artifactId>tradukisto</artifactId>
|
||||
<version>${tradukisto.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>com.google.guava</groupId>
|
||||
<artifactId>guava</artifactId>
|
||||
<version>28.1-jre</version>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.assertj</groupId>
|
||||
|
||||
@@ -0,0 +1,20 @@
|
||||
package com.baeldung.algorithms.greedy;
|
||||
|
||||
import lombok.Getter;
|
||||
|
||||
public class Follower {
|
||||
|
||||
@Getter String username;
|
||||
@Getter long count;
|
||||
|
||||
public Follower(String username, long count) {
|
||||
super();
|
||||
this.username = username;
|
||||
this.count = count;
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "User: " + username + ", Followers: " + count + "\n\r" ;
|
||||
}
|
||||
}
|
||||
+44
@@ -0,0 +1,44 @@
|
||||
package com.baeldung.algorithms.greedy;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
public class FollowersPath {
|
||||
|
||||
private List<Follower> accounts;
|
||||
private long count;
|
||||
|
||||
public FollowersPath() {
|
||||
super();
|
||||
this.accounts = new ArrayList<>();
|
||||
}
|
||||
|
||||
public List<Follower> getAccounts() {
|
||||
return accounts;
|
||||
}
|
||||
public long getCount() {
|
||||
return count;
|
||||
}
|
||||
|
||||
public void addFollower(String username, long count) {
|
||||
accounts.add(new Follower(username, count));
|
||||
}
|
||||
|
||||
public void addCount(long count) {
|
||||
this.count += count;
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
String details = "";
|
||||
for(Follower a : accounts) {
|
||||
details+=a.toString() + ", ";
|
||||
}
|
||||
|
||||
return "Total: " + count + ", \n\r" +
|
||||
" Details: { " + "\n\r" +
|
||||
details + "\n\r" +
|
||||
" }";
|
||||
}
|
||||
|
||||
}
|
||||
+43
@@ -0,0 +1,43 @@
|
||||
package com.baeldung.algorithms.greedy;
|
||||
|
||||
import java.util.List;
|
||||
|
||||
public class GreedyAlgorithm {
|
||||
|
||||
int currentLevel = 0;
|
||||
final int maxLevel = 3;
|
||||
SocialConnector sc;
|
||||
FollowersPath fp;
|
||||
|
||||
public GreedyAlgorithm(SocialConnector sc) {
|
||||
super();
|
||||
this.sc = sc;
|
||||
this.fp = new FollowersPath();
|
||||
}
|
||||
|
||||
public long findMostFollowersPath(String account) {
|
||||
long max = 0;
|
||||
SocialUser toFollow = null;
|
||||
|
||||
List<SocialUser> followers = sc.getFollowers(account);
|
||||
for (SocialUser el : followers) {
|
||||
long followersCount = el.getFollowersCount();
|
||||
if (followersCount > max) {
|
||||
toFollow = el;
|
||||
max = followersCount;
|
||||
}
|
||||
}
|
||||
|
||||
if (currentLevel < maxLevel - 1) {
|
||||
currentLevel++;
|
||||
max += findMostFollowersPath(toFollow.getUsername());
|
||||
return max;
|
||||
} else {
|
||||
return max;
|
||||
}
|
||||
}
|
||||
|
||||
public FollowersPath getFollowers() {
|
||||
return fp;
|
||||
}
|
||||
}
|
||||
+43
@@ -0,0 +1,43 @@
|
||||
package com.baeldung.algorithms.greedy;
|
||||
|
||||
import java.util.List;
|
||||
|
||||
public class NonGreedyAlgorithm {
|
||||
|
||||
int currentLevel = 0;
|
||||
final int maxLevel = 3;
|
||||
SocialConnector tc;
|
||||
|
||||
public NonGreedyAlgorithm(SocialConnector tc, int level) {
|
||||
super();
|
||||
this.tc = tc;
|
||||
this.currentLevel = level;
|
||||
}
|
||||
|
||||
public long findMostFollowersPath(String account) {
|
||||
List<SocialUser> followers = tc.getFollowers(account);
|
||||
long total = currentLevel > 0 ? followers.size() : 0;
|
||||
|
||||
if (currentLevel < maxLevel ) {
|
||||
currentLevel++;
|
||||
|
||||
long[] count = new long[followers.size()];
|
||||
int i = 0;
|
||||
for (SocialUser el : followers) {
|
||||
NonGreedyAlgorithm sub = new NonGreedyAlgorithm(tc, currentLevel);
|
||||
count[i] = sub.findMostFollowersPath(el.getUsername());
|
||||
i++;
|
||||
}
|
||||
|
||||
long max = 0;
|
||||
for (; i > 0; i--) {
|
||||
if (count[i-1] > max )
|
||||
max = count[i-1];
|
||||
}
|
||||
|
||||
return total + max;
|
||||
}
|
||||
|
||||
return total;
|
||||
}
|
||||
}
|
||||
+36
@@ -0,0 +1,36 @@
|
||||
package com.baeldung.algorithms.greedy;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
import lombok.Getter;
|
||||
import lombok.Setter;
|
||||
|
||||
public class SocialConnector {
|
||||
private boolean isCounterEnabled = true;
|
||||
private int counter = 4;
|
||||
@Getter @Setter List<SocialUser> users;
|
||||
|
||||
public SocialConnector() {
|
||||
users = new ArrayList<>();
|
||||
}
|
||||
|
||||
public boolean switchCounter() {
|
||||
this.isCounterEnabled = !this.isCounterEnabled;
|
||||
return this.isCounterEnabled;
|
||||
}
|
||||
|
||||
public List<SocialUser> getFollowers(String account) {
|
||||
if (counter < 0)
|
||||
throw new IllegalStateException ("API limit reached");
|
||||
else {
|
||||
if(this.isCounterEnabled) counter--;
|
||||
for(SocialUser user : users) {
|
||||
if (user.getUsername().equals(account)) {
|
||||
return user.getFollowers();
|
||||
}
|
||||
}
|
||||
}
|
||||
return new ArrayList<>();
|
||||
}
|
||||
}
|
||||
+38
@@ -0,0 +1,38 @@
|
||||
package com.baeldung.algorithms.greedy;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
import lombok.Getter;
|
||||
|
||||
public class SocialUser {
|
||||
|
||||
@Getter private String username;
|
||||
@Getter private List<SocialUser> followers;
|
||||
|
||||
public SocialUser(String username) {
|
||||
super();
|
||||
this.username = username;
|
||||
this.followers = new ArrayList<>();
|
||||
}
|
||||
|
||||
public SocialUser(String username, List<SocialUser> followers) {
|
||||
super();
|
||||
this.username = username;
|
||||
this.followers = followers;
|
||||
}
|
||||
|
||||
public long getFollowersCount() {
|
||||
return followers.size();
|
||||
}
|
||||
|
||||
public void addFollowers(List<SocialUser> followers) {
|
||||
this.followers.addAll(followers);
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object obj) {
|
||||
return ((SocialUser) obj).getUsername().equals(username);
|
||||
}
|
||||
|
||||
}
|
||||
+42
@@ -0,0 +1,42 @@
|
||||
package com.baeldung.algorithms.integerstreammedian;
|
||||
|
||||
import java.util.PriorityQueue;
|
||||
import java.util.Queue;
|
||||
|
||||
import static java.util.Comparator.reverseOrder;
|
||||
|
||||
public class MedianOfIntegerStream {
|
||||
|
||||
private Queue<Integer> minHeap, maxHeap;
|
||||
|
||||
MedianOfIntegerStream() {
|
||||
minHeap = new PriorityQueue<>();
|
||||
maxHeap = new PriorityQueue<>(reverseOrder());
|
||||
}
|
||||
|
||||
void add(int num) {
|
||||
if (!minHeap.isEmpty() && num < minHeap.peek()) {
|
||||
maxHeap.offer(num);
|
||||
if (maxHeap.size() > minHeap.size() + 1) {
|
||||
minHeap.offer(maxHeap.poll());
|
||||
}
|
||||
} else {
|
||||
minHeap.offer(num);
|
||||
if (minHeap.size() > maxHeap.size() + 1) {
|
||||
maxHeap.offer(minHeap.poll());
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
double getMedian() {
|
||||
int median;
|
||||
if (minHeap.size() < maxHeap.size()) {
|
||||
median = maxHeap.peek();
|
||||
} else if (minHeap.size() > maxHeap.size()) {
|
||||
median = minHeap.peek();
|
||||
} else {
|
||||
median = (minHeap.peek() + maxHeap.peek()) / 2;
|
||||
}
|
||||
return median;
|
||||
}
|
||||
}
|
||||
+36
@@ -0,0 +1,36 @@
|
||||
package com.baeldung.algorithms.integerstreammedian;
|
||||
|
||||
import java.util.PriorityQueue;
|
||||
import java.util.Queue;
|
||||
|
||||
import static java.util.Comparator.reverseOrder;
|
||||
|
||||
public class MedianOfIntegerStream2 {
|
||||
|
||||
private Queue<Integer> minHeap, maxHeap;
|
||||
|
||||
MedianOfIntegerStream2() {
|
||||
minHeap = new PriorityQueue<>();
|
||||
maxHeap = new PriorityQueue<>(reverseOrder());
|
||||
}
|
||||
|
||||
void add(int num) {
|
||||
if (minHeap.size() == maxHeap.size()) {
|
||||
maxHeap.offer(num);
|
||||
minHeap.offer(maxHeap.poll());
|
||||
} else {
|
||||
minHeap.offer(num);
|
||||
maxHeap.offer(minHeap.poll());
|
||||
}
|
||||
}
|
||||
|
||||
double getMedian() {
|
||||
int median;
|
||||
if (minHeap.size() > maxHeap.size()) {
|
||||
median = minHeap.peek();
|
||||
} else {
|
||||
median = (minHeap.peek() + maxHeap.peek()) / 2;
|
||||
}
|
||||
return median;
|
||||
}
|
||||
}
|
||||
+72
@@ -0,0 +1,72 @@
|
||||
package com.baeldung.algorithms.kruskal;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
public class CycleDetector {
|
||||
|
||||
List<DisjointSetInfo> nodes;
|
||||
|
||||
public CycleDetector(int totalNodes) {
|
||||
initDisjointSets(totalNodes);
|
||||
}
|
||||
|
||||
public boolean detectCycle(Integer u, Integer v) {
|
||||
Integer rootU = pathCompressionFind(u);
|
||||
Integer rootV = pathCompressionFind(v);
|
||||
if (rootU.equals(rootV)) {
|
||||
return true;
|
||||
}
|
||||
unionByRank(rootU, rootV);
|
||||
return false;
|
||||
}
|
||||
|
||||
private void initDisjointSets(int totalNodes) {
|
||||
nodes = new ArrayList<>(totalNodes);
|
||||
for (int i = 0; i < totalNodes; i++) {
|
||||
nodes.add(new DisjointSetInfo(i));
|
||||
}
|
||||
}
|
||||
|
||||
private Integer find(Integer node) {
|
||||
Integer parent = nodes.get(node).getParentNode();
|
||||
if (parent.equals(node)) {
|
||||
return node;
|
||||
} else {
|
||||
return find(parent);
|
||||
}
|
||||
}
|
||||
|
||||
private Integer pathCompressionFind(Integer node) {
|
||||
DisjointSetInfo setInfo = nodes.get(node);
|
||||
Integer parent = setInfo.getParentNode();
|
||||
if (parent.equals(node)) {
|
||||
return node;
|
||||
} else {
|
||||
Integer parentNode = find(parent);
|
||||
setInfo.setParentNode(parentNode);
|
||||
return parentNode;
|
||||
}
|
||||
}
|
||||
|
||||
private void union(Integer rootU, Integer rootV) {
|
||||
DisjointSetInfo setInfoU = nodes.get(rootU);
|
||||
setInfoU.setParentNode(rootV);
|
||||
}
|
||||
|
||||
private void unionByRank(int rootU, int rootV) {
|
||||
DisjointSetInfo setInfoU = nodes.get(rootU);
|
||||
DisjointSetInfo setInfoV = nodes.get(rootV);
|
||||
int rankU = setInfoU.getRank();
|
||||
int rankV = setInfoV.getRank();
|
||||
if (rankU < rankV) {
|
||||
setInfoU.setParentNode(rootV);
|
||||
} else {
|
||||
setInfoV.setParentNode(rootU);
|
||||
if (rankU == rankV) {
|
||||
setInfoU.setRank(rankU + 1);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
+28
@@ -0,0 +1,28 @@
|
||||
package com.baeldung.algorithms.kruskal;
|
||||
|
||||
public class DisjointSetInfo {
|
||||
|
||||
private Integer parentNode;
|
||||
private int rank;
|
||||
|
||||
DisjointSetInfo(Integer nodeNumber) {
|
||||
setParentNode(nodeNumber);
|
||||
setRank(1);
|
||||
}
|
||||
|
||||
public Integer getParentNode() {
|
||||
return parentNode;
|
||||
}
|
||||
|
||||
public void setParentNode(Integer parentNode) {
|
||||
this.parentNode = parentNode;
|
||||
}
|
||||
|
||||
public int getRank() {
|
||||
return rank;
|
||||
}
|
||||
|
||||
public void setRank(int rank) {
|
||||
this.rank = rank;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,53 @@
|
||||
package com.baeldung.algorithms.kruskal;
|
||||
|
||||
import com.google.common.graph.EndpointPair;
|
||||
import com.google.common.graph.MutableValueGraph;
|
||||
import com.google.common.graph.ValueGraph;
|
||||
import com.google.common.graph.ValueGraphBuilder;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
import java.util.Comparator;
|
||||
import java.util.List;
|
||||
import java.util.Set;
|
||||
|
||||
public class Kruskal {
|
||||
|
||||
public ValueGraph<Integer, Double> minSpanningTree(ValueGraph<Integer, Double> graph) {
|
||||
|
||||
return spanningTree(graph, true);
|
||||
}
|
||||
|
||||
public ValueGraph<Integer, Double> maxSpanningTree(ValueGraph<Integer, Double> graph) {
|
||||
return spanningTree(graph, false);
|
||||
}
|
||||
|
||||
private ValueGraph<Integer, Double> spanningTree(ValueGraph<Integer, Double> graph, boolean minSpanningTree) {
|
||||
Set<EndpointPair<Integer>> edges = graph.edges();
|
||||
List<EndpointPair<Integer>> edgeList = new ArrayList<>(edges);
|
||||
|
||||
if (minSpanningTree) {
|
||||
edgeList.sort(Comparator.comparing(e -> graph.edgeValue(e).get()));
|
||||
} else {
|
||||
edgeList.sort(Collections.reverseOrder(Comparator.comparing(e -> graph.edgeValue(e).get())));
|
||||
}
|
||||
|
||||
int totalNodes = graph.nodes().size();
|
||||
CycleDetector cycleDetector = new CycleDetector(totalNodes);
|
||||
int edgeCount = 0;
|
||||
|
||||
MutableValueGraph<Integer, Double> spanningTree = ValueGraphBuilder.undirected().build();
|
||||
for (EndpointPair<Integer> edge : edgeList) {
|
||||
if (cycleDetector.detectCycle(edge.nodeU(), edge.nodeV())) {
|
||||
continue;
|
||||
}
|
||||
spanningTree.putEdgeValue(edge.nodeU(), edge.nodeV(), graph.edgeValue(edge).get());
|
||||
edgeCount++;
|
||||
if (edgeCount == totalNodes - 1) {
|
||||
break;
|
||||
}
|
||||
}
|
||||
return spanningTree;
|
||||
}
|
||||
|
||||
}
|
||||
+35
@@ -0,0 +1,35 @@
|
||||
package com.baeldung.algorithms.maximumsubarray;
|
||||
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
|
||||
public class BruteForceAlgorithm {
|
||||
|
||||
private Logger logger = LoggerFactory.getLogger(BruteForceAlgorithm.class.getName());
|
||||
|
||||
public int maxSubArray(int[] arr) {
|
||||
|
||||
int size = arr.length;
|
||||
int maximumSubArraySum = Integer.MIN_VALUE;
|
||||
int start = 0;
|
||||
int end = 0;
|
||||
|
||||
for (int left = 0; left < size; left++) {
|
||||
|
||||
int runningWindowSum = 0;
|
||||
|
||||
for (int right = left; right < size; right++) {
|
||||
runningWindowSum += arr[right];
|
||||
|
||||
if (runningWindowSum > maximumSubArraySum) {
|
||||
maximumSubArraySum = runningWindowSum;
|
||||
start = left;
|
||||
end = right;
|
||||
}
|
||||
}
|
||||
}
|
||||
logger.info("Found Maximum Subarray between {} and {}", start, end);
|
||||
return maximumSubArraySum;
|
||||
}
|
||||
|
||||
}
|
||||
+34
@@ -0,0 +1,34 @@
|
||||
package com.baeldung.algorithms.maximumsubarray;
|
||||
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
|
||||
public class KadaneAlgorithm {
|
||||
|
||||
private Logger logger = LoggerFactory.getLogger(BruteForceAlgorithm.class.getName());
|
||||
|
||||
public int maxSubArraySum(int[] arr) {
|
||||
|
||||
int size = arr.length;
|
||||
int start = 0;
|
||||
int end = 0;
|
||||
|
||||
int maxSoFar = 0, maxEndingHere = 0;
|
||||
|
||||
for (int i = 0; i < size; i++) {
|
||||
|
||||
if (arr[i] > maxEndingHere + arr[i]) {
|
||||
start = i;
|
||||
maxEndingHere = arr[i];
|
||||
} else
|
||||
maxEndingHere = maxEndingHere + arr[i];
|
||||
|
||||
if (maxSoFar < maxEndingHere) {
|
||||
maxSoFar = maxEndingHere;
|
||||
end = i;
|
||||
}
|
||||
}
|
||||
logger.info("Found Maximum Subarray between {} and {}", start, end);
|
||||
return maxSoFar;
|
||||
}
|
||||
}
|
||||
+33
@@ -0,0 +1,33 @@
|
||||
package com.baeldung.algorithms.mergesortedarrays;
|
||||
|
||||
public class SortedArrays {
|
||||
|
||||
public static int[] merge(int[] foo, int[] bar) {
|
||||
|
||||
int fooLength = foo.length;
|
||||
int barLength = bar.length;
|
||||
|
||||
int[] merged = new int[fooLength + barLength];
|
||||
|
||||
int fooPosition, barPosition, mergedPosition;
|
||||
fooPosition = barPosition = mergedPosition = 0;
|
||||
|
||||
while (fooPosition < fooLength && barPosition < barLength) {
|
||||
if (foo[fooPosition] < bar[barPosition]) {
|
||||
merged[mergedPosition++] = foo[fooPosition++];
|
||||
} else {
|
||||
merged[mergedPosition++] = bar[barPosition++];
|
||||
}
|
||||
}
|
||||
|
||||
while (fooPosition < fooLength) {
|
||||
merged[mergedPosition++] = foo[fooPosition++];
|
||||
}
|
||||
|
||||
while (barPosition < barLength) {
|
||||
merged[mergedPosition++] = bar[barPosition++];
|
||||
}
|
||||
|
||||
return merged;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,36 @@
|
||||
package com.baeldung.algorithms.prim;
|
||||
|
||||
public class Edge {
|
||||
|
||||
private int weight;
|
||||
private boolean isIncluded = false;
|
||||
private boolean isPrinted = false;
|
||||
|
||||
public Edge(int weight) {
|
||||
this.weight = weight;
|
||||
}
|
||||
|
||||
public int getWeight() {
|
||||
return weight;
|
||||
}
|
||||
|
||||
public void setWeight(int weight) {
|
||||
this.weight = weight;
|
||||
}
|
||||
|
||||
public boolean isIncluded() {
|
||||
return isIncluded;
|
||||
}
|
||||
|
||||
public void setIncluded(boolean included) {
|
||||
isIncluded = included;
|
||||
}
|
||||
|
||||
public boolean isPrinted() {
|
||||
return isPrinted;
|
||||
}
|
||||
|
||||
public void setPrinted(boolean printed) {
|
||||
isPrinted = printed;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,73 @@
|
||||
package com.baeldung.algorithms.prim;
|
||||
|
||||
import java.util.Iterator;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
import org.apache.commons.math3.util.Pair;
|
||||
|
||||
public class Prim {
|
||||
|
||||
private List<Vertex> graph;
|
||||
|
||||
public Prim(List<Vertex> graph){
|
||||
this.graph = graph;
|
||||
}
|
||||
|
||||
public void run(){
|
||||
if (graph.size() > 0){
|
||||
graph.get(0).setVisited(true);
|
||||
}
|
||||
while (isDisconnected()){
|
||||
Edge nextMinimum = new Edge(Integer.MAX_VALUE);
|
||||
Vertex nextVertex = graph.get(0);
|
||||
for (Vertex vertex : graph){
|
||||
if (vertex.isVisited()){
|
||||
Pair<Vertex, Edge> candidate = vertex.nextMinimum();
|
||||
if (candidate.getValue().getWeight() < nextMinimum.getWeight()){
|
||||
nextMinimum = candidate.getValue();
|
||||
nextVertex = candidate.getKey();
|
||||
}
|
||||
}
|
||||
}
|
||||
nextMinimum.setIncluded(true);
|
||||
nextVertex.setVisited(true);
|
||||
}
|
||||
}
|
||||
|
||||
private boolean isDisconnected(){
|
||||
for (Vertex vertex : graph){
|
||||
if (!vertex.isVisited()){
|
||||
return true;
|
||||
}
|
||||
}
|
||||
return false;
|
||||
}
|
||||
|
||||
public String originalGraphToString(){
|
||||
StringBuilder sb = new StringBuilder();
|
||||
for (Vertex vertex : graph){
|
||||
sb.append(vertex.originalToString());
|
||||
}
|
||||
return sb.toString();
|
||||
}
|
||||
|
||||
public void resetPrintHistory(){
|
||||
for (Vertex vertex : graph){
|
||||
Iterator<Map.Entry<Vertex,Edge>> it = vertex.getEdges().entrySet().iterator();
|
||||
while (it.hasNext()) {
|
||||
Map.Entry<Vertex,Edge> pair = it.next();
|
||||
pair.getValue().setPrinted(false);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
public String minimumSpanningTreeToString(){
|
||||
StringBuilder sb = new StringBuilder();
|
||||
for (Vertex vertex : graph){
|
||||
sb.append(vertex.includedToString());
|
||||
}
|
||||
return sb.toString();
|
||||
}
|
||||
|
||||
}
|
||||
@@ -0,0 +1,106 @@
|
||||
package com.baeldung.algorithms.prim;
|
||||
|
||||
import java.util.HashMap;
|
||||
import java.util.Iterator;
|
||||
import java.util.Map;
|
||||
|
||||
import org.apache.commons.math3.util.Pair;
|
||||
|
||||
public class Vertex {
|
||||
|
||||
private String label = null;
|
||||
private Map<Vertex, Edge> edges = new HashMap<>();
|
||||
private boolean isVisited = false;
|
||||
|
||||
public Vertex(String label){
|
||||
this.label = label;
|
||||
}
|
||||
|
||||
public String getLabel() {
|
||||
return label;
|
||||
}
|
||||
|
||||
public void setLabel(String label) {
|
||||
this.label = label;
|
||||
}
|
||||
|
||||
public Map<Vertex, Edge> getEdges() {
|
||||
return edges;
|
||||
}
|
||||
|
||||
public void addEdge(Vertex vertex, Edge edge){
|
||||
if (this.edges.containsKey(vertex)){
|
||||
if (edge.getWeight() < this.edges.get(vertex).getWeight()){
|
||||
this.edges.replace(vertex, edge);
|
||||
}
|
||||
} else {
|
||||
this.edges.put(vertex, edge);
|
||||
}
|
||||
}
|
||||
|
||||
public boolean isVisited() {
|
||||
return isVisited;
|
||||
}
|
||||
|
||||
public void setVisited(boolean visited) {
|
||||
isVisited = visited;
|
||||
}
|
||||
|
||||
public Pair<Vertex, Edge> nextMinimum(){
|
||||
Edge nextMinimum = new Edge(Integer.MAX_VALUE);
|
||||
Vertex nextVertex = this;
|
||||
Iterator<Map.Entry<Vertex,Edge>> it = edges.entrySet().iterator();
|
||||
while (it.hasNext()) {
|
||||
Map.Entry<Vertex,Edge> pair = it.next();
|
||||
if (!pair.getKey().isVisited()){
|
||||
if (!pair.getValue().isIncluded()) {
|
||||
if (pair.getValue().getWeight() < nextMinimum.getWeight()) {
|
||||
nextMinimum = pair.getValue();
|
||||
nextVertex = pair.getKey();
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
return new Pair<>(nextVertex, nextMinimum);
|
||||
}
|
||||
|
||||
public String originalToString(){
|
||||
StringBuilder sb = new StringBuilder();
|
||||
Iterator<Map.Entry<Vertex,Edge>> it = edges.entrySet().iterator();
|
||||
while (it.hasNext()) {
|
||||
Map.Entry<Vertex,Edge> pair = it.next();
|
||||
if (!pair.getValue().isPrinted()) {
|
||||
sb.append(getLabel());
|
||||
sb.append(" --- ");
|
||||
sb.append(pair.getValue().getWeight());
|
||||
sb.append(" --- ");
|
||||
sb.append(pair.getKey().getLabel());
|
||||
sb.append("\n");
|
||||
pair.getValue().setPrinted(true);
|
||||
}
|
||||
}
|
||||
return sb.toString();
|
||||
}
|
||||
|
||||
public String includedToString(){
|
||||
StringBuilder sb = new StringBuilder();
|
||||
if (isVisited()) {
|
||||
Iterator<Map.Entry<Vertex,Edge>> it = edges.entrySet().iterator();
|
||||
while (it.hasNext()) {
|
||||
Map.Entry<Vertex,Edge> pair = it.next();
|
||||
if (pair.getValue().isIncluded()) {
|
||||
if (!pair.getValue().isPrinted()) {
|
||||
sb.append(getLabel());
|
||||
sb.append(" --- ");
|
||||
sb.append(pair.getValue().getWeight());
|
||||
sb.append(" --- ");
|
||||
sb.append(pair.getKey().getLabel());
|
||||
sb.append("\n");
|
||||
pair.getValue().setPrinted(true);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
return sb.toString();
|
||||
}
|
||||
}
|
||||
+58
@@ -0,0 +1,58 @@
|
||||
package com.baeldung.algorithms.greedy;
|
||||
|
||||
import static org.junit.Assert.assertEquals;
|
||||
|
||||
import java.util.Arrays;
|
||||
|
||||
import org.junit.jupiter.api.Assertions;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
public class GreedyAlgorithmUnitTest {
|
||||
|
||||
private SocialConnector prepareNetwork() {
|
||||
SocialConnector sc = new SocialConnector();
|
||||
SocialUser root = new SocialUser("root");
|
||||
SocialUser child1 = new SocialUser("child1");
|
||||
SocialUser child2 = new SocialUser("child2");
|
||||
SocialUser child3 = new SocialUser("child3");
|
||||
SocialUser child21 = new SocialUser("child21");
|
||||
SocialUser child211 = new SocialUser("child211");
|
||||
SocialUser child2111 = new SocialUser("child2111");
|
||||
SocialUser child31 = new SocialUser("child31");
|
||||
SocialUser child311 = new SocialUser("child311");
|
||||
SocialUser child3111 = new SocialUser("child3111");
|
||||
child211.addFollowers(Arrays.asList(new SocialUser[]{child2111}));
|
||||
child311.addFollowers(Arrays.asList(new SocialUser[]{child3111}));
|
||||
child21.addFollowers(Arrays.asList(new SocialUser[]{child211}));
|
||||
child31.addFollowers(Arrays.asList(new SocialUser[]{child311,
|
||||
new SocialUser("child312"), new SocialUser("child313"), new SocialUser("child314")}));
|
||||
child1.addFollowers(Arrays.asList(new SocialUser[]{new SocialUser("child11"), new SocialUser("child12")}));
|
||||
child2.addFollowers(Arrays.asList(new SocialUser[]{child21, new SocialUser("child22"), new SocialUser("child23")}));
|
||||
child3.addFollowers(Arrays.asList(new SocialUser[]{child31}));
|
||||
root.addFollowers(Arrays.asList(new SocialUser[]{child1, child2, child3}));
|
||||
sc.setUsers(Arrays.asList(new SocialUser[]{root, child1, child2, child3, child21, child31, child311, child211}));
|
||||
return sc;
|
||||
}
|
||||
|
||||
@Test
|
||||
public void greedyAlgorithmTest() {
|
||||
GreedyAlgorithm ga = new GreedyAlgorithm(prepareNetwork());
|
||||
assertEquals(ga.findMostFollowersPath("root"), 5);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void nongreedyAlgorithmTest() {
|
||||
NonGreedyAlgorithm nga = new NonGreedyAlgorithm(prepareNetwork(), 0);
|
||||
Assertions.assertThrows(IllegalStateException.class, () -> {
|
||||
nga.findMostFollowersPath("root");
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
public void nongreedyAlgorithmUnboundedTest() {
|
||||
SocialConnector sc = prepareNetwork();
|
||||
sc.switchCounter();
|
||||
NonGreedyAlgorithm nga = new NonGreedyAlgorithm(sc, 0);
|
||||
assertEquals(nga.findMostFollowersPath("root"), 6);
|
||||
}
|
||||
}
|
||||
+41
@@ -0,0 +1,41 @@
|
||||
package com.baeldung.algorithms.integerstreammedian;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
import java.util.LinkedHashMap;
|
||||
import java.util.Map;
|
||||
|
||||
import static org.junit.Assert.assertEquals;
|
||||
|
||||
public class MedianOfIntegerStreamUnitTest {
|
||||
|
||||
@Test
|
||||
public void givenStreamOfIntegers_whenAnElementIsRead_thenMedianChangesWithApproach1() {
|
||||
MedianOfIntegerStream mis = new MedianOfIntegerStream();
|
||||
for (Map.Entry<Integer, Double> e : testcaseFixture().entrySet()) {
|
||||
mis.add(e.getKey());
|
||||
assertEquals(e.getValue(), (Double) mis.getMedian());
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenStreamOfIntegers_whenAnElementIsRead_thenMedianChangesWithApproach2() {
|
||||
MedianOfIntegerStream2 mis = new MedianOfIntegerStream2();
|
||||
for (Map.Entry<Integer, Double> e : testcaseFixture().entrySet()) {
|
||||
mis.add(e.getKey());
|
||||
assertEquals(e.getValue(), (Double) mis.getMedian());
|
||||
}
|
||||
}
|
||||
|
||||
private Map<Integer, Double> testcaseFixture() {
|
||||
return new LinkedHashMap<Integer, Double>() {{
|
||||
put(1, 1d);
|
||||
put(7, 4d);
|
||||
put(5, 5d);
|
||||
put(8, 6d);
|
||||
put(3, 5d);
|
||||
put(9, 6d);
|
||||
put(4, 5d);
|
||||
}};
|
||||
}
|
||||
}
|
||||
+67
@@ -0,0 +1,67 @@
|
||||
package com.baeldung.algorithms.kruskal;
|
||||
|
||||
import static org.junit.Assert.assertFalse;
|
||||
import static org.junit.Assert.assertTrue;
|
||||
import static org.junit.Assert.assertEquals;
|
||||
|
||||
import org.junit.Before;
|
||||
import org.junit.Test;
|
||||
import com.google.common.graph.MutableValueGraph;
|
||||
import com.google.common.graph.ValueGraph;
|
||||
import com.google.common.graph.ValueGraphBuilder;
|
||||
import com.baeldung.algorithms.kruskal.Kruskal;
|
||||
|
||||
public class KruskalUnitTest {
|
||||
|
||||
private MutableValueGraph<Integer, Double> graph;
|
||||
|
||||
@Before
|
||||
public void setup() {
|
||||
graph = ValueGraphBuilder.undirected().build();
|
||||
graph.putEdgeValue(0, 1, 8.0);
|
||||
graph.putEdgeValue(0, 2, 5.0);
|
||||
graph.putEdgeValue(1, 2, 9.0);
|
||||
graph.putEdgeValue(1, 3, 11.0);
|
||||
graph.putEdgeValue(2, 3, 15.0);
|
||||
graph.putEdgeValue(2, 4, 10.0);
|
||||
graph.putEdgeValue(3, 4, 7.0);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenGraph_whenMinimumSpanningTree_thenOutputCorrectResult() {
|
||||
final Kruskal kruskal = new Kruskal();
|
||||
ValueGraph<Integer, Double> spanningTree = kruskal.minSpanningTree(graph);
|
||||
|
||||
assertTrue(spanningTree.hasEdgeConnecting(0, 1));
|
||||
assertTrue(spanningTree.hasEdgeConnecting(0, 2));
|
||||
assertTrue(spanningTree.hasEdgeConnecting(2, 4));
|
||||
assertTrue(spanningTree.hasEdgeConnecting(3, 4));
|
||||
assertEquals(graph.edgeValue(0, 1), spanningTree.edgeValue(0, 1));
|
||||
assertEquals(graph.edgeValue(0, 2), spanningTree.edgeValue(0, 2));
|
||||
assertEquals(graph.edgeValue(2, 4), spanningTree.edgeValue(2, 4));
|
||||
assertEquals(graph.edgeValue(3, 4), spanningTree.edgeValue(3, 4));
|
||||
|
||||
assertFalse(spanningTree.hasEdgeConnecting(1, 2));
|
||||
assertFalse(spanningTree.hasEdgeConnecting(1, 3));
|
||||
assertFalse(spanningTree.hasEdgeConnecting(2, 3));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenGraph_whenMaximumSpanningTree_thenOutputCorrectResult() {
|
||||
final Kruskal kruskal = new Kruskal();
|
||||
ValueGraph<Integer, Double> spanningTree = kruskal.maxSpanningTree(graph);
|
||||
|
||||
assertTrue(spanningTree.hasEdgeConnecting(0, 1));
|
||||
assertTrue(spanningTree.hasEdgeConnecting(1, 3));
|
||||
assertTrue(spanningTree.hasEdgeConnecting(2, 3));
|
||||
assertTrue(spanningTree.hasEdgeConnecting(2, 4));
|
||||
assertEquals(graph.edgeValue(0, 1), spanningTree.edgeValue(0, 1));
|
||||
assertEquals(graph.edgeValue(1, 3), spanningTree.edgeValue(1, 3));
|
||||
assertEquals(graph.edgeValue(2, 3), spanningTree.edgeValue(2, 3));
|
||||
assertEquals(graph.edgeValue(2, 4), spanningTree.edgeValue(2, 4));
|
||||
|
||||
assertFalse(spanningTree.hasEdgeConnecting(0, 2));
|
||||
assertFalse(spanningTree.hasEdgeConnecting(1, 2));
|
||||
assertFalse(spanningTree.hasEdgeConnecting(3, 4));
|
||||
}
|
||||
}
|
||||
+19
@@ -0,0 +1,19 @@
|
||||
package com.baeldung.algorithms.maximumsubarray;
|
||||
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertEquals;
|
||||
|
||||
class BruteForceAlgorithmUnitTest {
|
||||
|
||||
@Test
|
||||
void givenArrayWithNegativeNumberWhenMaximumSubarrayThenReturns6() {
|
||||
//given
|
||||
int[] arr = new int[]{-3, 1, -8, 4, -1, 2, 1, -5, 5};
|
||||
//when
|
||||
BruteForceAlgorithm algorithm = new BruteForceAlgorithm();
|
||||
int maximumSum = algorithm.maxSubArray(arr);
|
||||
//then
|
||||
assertEquals(6, maximumSum);
|
||||
}
|
||||
}
|
||||
+19
@@ -0,0 +1,19 @@
|
||||
package com.baeldung.algorithms.maximumsubarray;
|
||||
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertEquals;
|
||||
|
||||
class KadaneAlgorithmUnitTest {
|
||||
|
||||
@Test
|
||||
void givenArrayWithNegativeNumberWhenMaximumSubarrayThenReturns6() {
|
||||
//given
|
||||
int[] arr = new int[]{-3, 1, -8, 4, -1, 2, 1, -5, 5};
|
||||
//when
|
||||
KadaneAlgorithm algorithm = new KadaneAlgorithm();
|
||||
int maxSum = algorithm.maxSubArraySum(arr);
|
||||
//then
|
||||
assertEquals(6, maxSum);
|
||||
}
|
||||
}
|
||||
+29
@@ -0,0 +1,29 @@
|
||||
package com.baeldung.algorithms.mergesortedarrays;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertArrayEquals;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import com.baeldung.algorithms.mergesortedarrays.SortedArrays;
|
||||
|
||||
public class SortedArraysUnitTest {
|
||||
|
||||
@Test
|
||||
public void givenTwoSortedArrays_whenMerged_thenReturnMergedSortedArray() {
|
||||
|
||||
int[] foo = { 3, 7 };
|
||||
int[] bar = { 4, 8, 11 };
|
||||
int[] merged = { 3, 4, 7, 8, 11 };
|
||||
|
||||
assertArrayEquals(merged, SortedArrays.merge(foo, bar));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenTwoSortedArraysWithDuplicates_whenMerged_thenReturnMergedSortedArray() {
|
||||
|
||||
int[] foo = { 3, 3, 7 };
|
||||
int[] bar = { 4, 8, 8, 11 };
|
||||
int[] merged = { 3, 3, 4, 7, 8, 8, 11 };
|
||||
|
||||
assertArrayEquals(merged, SortedArrays.merge(foo, bar));
|
||||
}
|
||||
}
|
||||
+54
@@ -0,0 +1,54 @@
|
||||
package com.baeldung.algorithms.prim;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
public class PrimUnitTest {
|
||||
|
||||
@Test
|
||||
public void givenAGraph_whenPrimRuns_thenPrintMST() {
|
||||
Prim prim = new Prim(createGraph());
|
||||
System.out.println(prim.originalGraphToString());
|
||||
System.out.println("----------------");
|
||||
prim.run();
|
||||
System.out.println();
|
||||
prim.resetPrintHistory();
|
||||
System.out.println(prim.minimumSpanningTreeToString());
|
||||
}
|
||||
|
||||
public static List<Vertex> createGraph() {
|
||||
List<Vertex> graph = new ArrayList<>();
|
||||
Vertex a = new Vertex("A");
|
||||
Vertex b = new Vertex("B");
|
||||
Vertex c = new Vertex("C");
|
||||
Vertex d = new Vertex("D");
|
||||
Vertex e = new Vertex("E");
|
||||
Edge ab = new Edge(2);
|
||||
a.addEdge(b, ab);
|
||||
b.addEdge(a, ab);
|
||||
Edge ac = new Edge(3);
|
||||
a.addEdge(c, ac);
|
||||
c.addEdge(a, ac);
|
||||
Edge bc = new Edge(2);
|
||||
b.addEdge(c, bc);
|
||||
c.addEdge(b, bc);
|
||||
Edge be = new Edge(5);
|
||||
b.addEdge(e, be);
|
||||
e.addEdge(b, be);
|
||||
Edge cd = new Edge(1);
|
||||
c.addEdge(d, cd);
|
||||
d.addEdge(c, cd);
|
||||
Edge ce = new Edge(1);
|
||||
c.addEdge(e, ce);
|
||||
e.addEdge(c, ce);
|
||||
graph.add(a);
|
||||
graph.add(b);
|
||||
graph.add(c);
|
||||
graph.add(d);
|
||||
graph.add(e);
|
||||
return graph;
|
||||
}
|
||||
|
||||
}
|
||||
@@ -9,3 +9,4 @@ This module contains articles about searching algorithms.
|
||||
- [Breadth-First Search Algorithm in Java](https://www.baeldung.com/java-breadth-first-search)
|
||||
- [String Search Algorithms for Large Texts](https://www.baeldung.com/java-full-text-search-algorithms)
|
||||
- [Monte Carlo Tree Search for Tic-Tac-Toe Game](https://www.baeldung.com/java-monte-carlo-tree-search)
|
||||
- [Range Search Algorithm in Java](https://www.baeldung.com/java-range-search)
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user