Merge branch 'master' into bael-3117
This commit is contained in:
commit
3ac5d2fa1f
24
.travis.yml
24
.travis.yml
|
@ -1,24 +0,0 @@
|
|||
language: java
|
||||
|
||||
before_install:
|
||||
- echo "MAVEN_OPTS='-Xmx2048M -Xss128M -XX:+CMSClassUnloadingEnabled -XX:+UseG1GC -XX:-UseGCOverheadLimit'" > ~/.mavenrc
|
||||
|
||||
install: skip
|
||||
script: travis_wait 60 mvn -q install -Pdefault-first,default-second -Dgib.enabled=true
|
||||
|
||||
sudo: required
|
||||
|
||||
jdk:
|
||||
- oraclejdk8
|
||||
|
||||
addons:
|
||||
apt:
|
||||
packages:
|
||||
- oracle-java8-installer
|
||||
|
||||
cache:
|
||||
directories:
|
||||
- .autoconf
|
||||
- $HOME/.m2
|
||||
|
||||
|
|
@ -1,4 +1,4 @@
|
|||
## Relevant articles:
|
||||
## Relevant Articles:
|
||||
|
||||
- [Java Two Pointer Technique](https://www.baeldung.com/java-two-pointer-technique)
|
||||
- [Implementing Simple State Machines with Java Enums](https://www.baeldung.com/java-enum-simple-state-machine)
|
||||
|
@ -7,3 +7,4 @@
|
|||
- [Checking If a List Is Sorted in Java](https://www.baeldung.com/java-check-if-list-sorted)
|
||||
- [Checking if a Java Graph has a Cycle](https://www.baeldung.com/java-graph-has-a-cycle)
|
||||
- [A Guide to the Folding Technique in Java](https://www.baeldung.com/folding-hashing-technique)
|
||||
- [Creating a Triangle with for Loops in Java](https://www.baeldung.com/java-print-triangle)
|
||||
|
|
|
@ -1,5 +1,5 @@
|
|||
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<artifactId>algorithms-miscellaneous-3</artifactId>
|
||||
<version>0.0.1-SNAPSHOT</version>
|
||||
|
@ -18,17 +18,41 @@
|
|||
<version>${org.assertj.core.version}</version>
|
||||
<scope>test</scope>
|
||||
</dependency>
|
||||
|
||||
|
||||
<dependency>
|
||||
<groupId>org.apache.commons</groupId>
|
||||
<artifactId>commons-collections4</artifactId>
|
||||
<version>${commons-collections4.version}</version>
|
||||
<groupId>org.apache.commons</groupId>
|
||||
<artifactId>commons-collections4</artifactId>
|
||||
<version>${commons-collections4.version}</version>
|
||||
</dependency>
|
||||
|
||||
|
||||
<dependency>
|
||||
<groupId>com.google.guava</groupId>
|
||||
<artifactId>guava</artifactId>
|
||||
<version>${guava.version}</version>
|
||||
<groupId>com.google.guava</groupId>
|
||||
<artifactId>guava</artifactId>
|
||||
<version>${guava.version}</version>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>com.squareup.retrofit2</groupId>
|
||||
<artifactId>retrofit</artifactId>
|
||||
<version>${retrofit.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>com.squareup.retrofit2</groupId>
|
||||
<artifactId>converter-jackson</artifactId>
|
||||
<version>${retrofit.version}</version>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.apache.commons</groupId>
|
||||
<artifactId>commons-lang3</artifactId>
|
||||
<version>3.8.1</version>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>pl.pragmatists</groupId>
|
||||
<artifactId>JUnitParams</artifactId>
|
||||
<version>1.1.0</version>
|
||||
<scope>test</scope>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
|
||||
|
@ -48,5 +72,6 @@
|
|||
<org.assertj.core.version>3.9.0</org.assertj.core.version>
|
||||
<commons-collections4.version>4.3</commons-collections4.version>
|
||||
<guava.version>28.0-jre</guava.version>
|
||||
<retrofit.version>2.6.0</retrofit.version>
|
||||
</properties>
|
||||
</project>
|
|
@ -0,0 +1,35 @@
|
|||
package com.baeldung.algorithms.interpolationsearch;
|
||||
|
||||
public class InterpolationSearch {
|
||||
|
||||
public static int interpolationSearch(int[] data, int item) {
|
||||
|
||||
int highEnd = (data.length - 1);
|
||||
int lowEnd = 0;
|
||||
|
||||
while (item >= data[lowEnd] && item <= data[highEnd] && lowEnd <= highEnd) {
|
||||
|
||||
int probe = lowEnd + (highEnd - lowEnd) * (item - data[lowEnd]) / (data[highEnd] - data[lowEnd]);
|
||||
|
||||
if (highEnd == lowEnd) {
|
||||
if (data[lowEnd] == item) {
|
||||
return lowEnd;
|
||||
} else {
|
||||
return -1;
|
||||
}
|
||||
}
|
||||
|
||||
if (data[probe] == item) {
|
||||
return probe;
|
||||
}
|
||||
|
||||
if (data[probe] < item) {
|
||||
lowEnd = probe + 1;
|
||||
} else {
|
||||
highEnd = probe - 1;
|
||||
}
|
||||
}
|
||||
return -1;
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,45 @@
|
|||
package com.baeldung.algorithms.kmeans;
|
||||
|
||||
import java.util.Map;
|
||||
import java.util.Objects;
|
||||
|
||||
/**
|
||||
* Encapsulates all coordinates for a particular cluster centroid.
|
||||
*/
|
||||
public class Centroid {
|
||||
|
||||
/**
|
||||
* The centroid coordinates.
|
||||
*/
|
||||
private final Map<String, Double> coordinates;
|
||||
|
||||
public Centroid(Map<String, Double> coordinates) {
|
||||
this.coordinates = coordinates;
|
||||
}
|
||||
|
||||
public Map<String, Double> getCoordinates() {
|
||||
return coordinates;
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object o) {
|
||||
if (this == o) {
|
||||
return true;
|
||||
}
|
||||
if (o == null || getClass() != o.getClass()) {
|
||||
return false;
|
||||
}
|
||||
Centroid centroid = (Centroid) o;
|
||||
return Objects.equals(getCoordinates(), centroid.getCoordinates());
|
||||
}
|
||||
|
||||
@Override
|
||||
public int hashCode() {
|
||||
return Objects.hash(getCoordinates());
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "Centroid " + coordinates;
|
||||
}
|
||||
}
|
|
@ -0,0 +1,20 @@
|
|||
package com.baeldung.algorithms.kmeans;
|
||||
|
||||
import java.util.Map;
|
||||
|
||||
/**
|
||||
* Defines a contract to calculate distance between two feature vectors. The less the
|
||||
* calculated distance, the more two items are similar to each other.
|
||||
*/
|
||||
public interface Distance {
|
||||
|
||||
/**
|
||||
* Calculates the distance between two feature vectors.
|
||||
*
|
||||
* @param f1 The first set of features.
|
||||
* @param f2 The second set of features.
|
||||
* @return Calculated distance.
|
||||
* @throws IllegalArgumentException If the given feature vectors are invalid.
|
||||
*/
|
||||
double calculate(Map<String, Double> f1, Map<String, Double> f2);
|
||||
}
|
|
@ -0,0 +1,23 @@
|
|||
package com.baeldung.algorithms.kmeans;
|
||||
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
/**
|
||||
* Encapsulates methods to calculates errors between centroid and the cluster members.
|
||||
*/
|
||||
public class Errors {
|
||||
|
||||
public static double sse(Map<Centroid, List<Record>> clustered, Distance distance) {
|
||||
double sum = 0;
|
||||
for (Map.Entry<Centroid, List<Record>> entry : clustered.entrySet()) {
|
||||
Centroid centroid = entry.getKey();
|
||||
for (Record record : entry.getValue()) {
|
||||
double d = distance.calculate(centroid.getCoordinates(), record.getFeatures());
|
||||
sum += Math.pow(d, 2);
|
||||
}
|
||||
}
|
||||
|
||||
return sum;
|
||||
}
|
||||
}
|
|
@ -0,0 +1,26 @@
|
|||
package com.baeldung.algorithms.kmeans;
|
||||
|
||||
import java.util.Map;
|
||||
|
||||
/**
|
||||
* Calculates the distance between two items using the Euclidean formula.
|
||||
*/
|
||||
public class EuclideanDistance implements Distance {
|
||||
|
||||
@Override
|
||||
public double calculate(Map<String, Double> f1, Map<String, Double> f2) {
|
||||
if (f1 == null || f2 == null) {
|
||||
throw new IllegalArgumentException("Feature vectors can't be null");
|
||||
}
|
||||
|
||||
double sum = 0;
|
||||
for (String key : f1.keySet()) {
|
||||
Double v1 = f1.get(key);
|
||||
Double v2 = f2.get(key);
|
||||
|
||||
if (v1 != null && v2 != null) sum += Math.pow(v1 - v2, 2);
|
||||
}
|
||||
|
||||
return Math.sqrt(sum);
|
||||
}
|
||||
}
|
|
@ -0,0 +1,236 @@
|
|||
package com.baeldung.algorithms.kmeans;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.HashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
import java.util.Random;
|
||||
import java.util.Set;
|
||||
|
||||
import static java.util.stream.Collectors.toList;
|
||||
import static java.util.stream.Collectors.toSet;
|
||||
|
||||
/**
|
||||
* Encapsulates an implementation of KMeans clustering algorithm.
|
||||
*
|
||||
* @author Ali Dehghani
|
||||
*/
|
||||
public class KMeans {
|
||||
|
||||
private KMeans() {
|
||||
throw new IllegalAccessError("You shouldn't call this constructor");
|
||||
}
|
||||
|
||||
/**
|
||||
* Will be used to generate random numbers.
|
||||
*/
|
||||
private static final Random random = new Random();
|
||||
|
||||
/**
|
||||
* Performs the K-Means clustering algorithm on the given dataset.
|
||||
*
|
||||
* @param records The dataset.
|
||||
* @param k Number of Clusters.
|
||||
* @param distance To calculate the distance between two items.
|
||||
* @param maxIterations Upper bound for the number of iterations.
|
||||
* @return K clusters along with their features.
|
||||
*/
|
||||
public static Map<Centroid, List<Record>> fit(List<Record> records, int k, Distance distance, int maxIterations) {
|
||||
applyPreconditions(records, k, distance, maxIterations);
|
||||
|
||||
List<Centroid> centroids = randomCentroids(records, k);
|
||||
Map<Centroid, List<Record>> clusters = new HashMap<>();
|
||||
Map<Centroid, List<Record>> lastState = new HashMap<>();
|
||||
|
||||
// iterate for a pre-defined number of times
|
||||
for (int i = 0; i < maxIterations; i++) {
|
||||
boolean isLastIteration = i == maxIterations - 1;
|
||||
|
||||
// in each iteration we should find the nearest centroid for each record
|
||||
for (Record record : records) {
|
||||
Centroid centroid = nearestCentroid(record, centroids, distance);
|
||||
assignToCluster(clusters, record, centroid);
|
||||
}
|
||||
|
||||
// if the assignment does not change, then the algorithm terminates
|
||||
boolean shouldTerminate = isLastIteration || clusters.equals(lastState);
|
||||
lastState = clusters;
|
||||
if (shouldTerminate) {
|
||||
break;
|
||||
}
|
||||
|
||||
// at the end of each iteration we should relocate the centroids
|
||||
centroids = relocateCentroids(clusters);
|
||||
clusters = new HashMap<>();
|
||||
}
|
||||
|
||||
return lastState;
|
||||
}
|
||||
|
||||
/**
|
||||
* Move all cluster centroids to the average of all assigned features.
|
||||
*
|
||||
* @param clusters The current cluster configuration.
|
||||
* @return Collection of new and relocated centroids.
|
||||
*/
|
||||
private static List<Centroid> relocateCentroids(Map<Centroid, List<Record>> clusters) {
|
||||
return clusters
|
||||
.entrySet()
|
||||
.stream()
|
||||
.map(e -> average(e.getKey(), e.getValue()))
|
||||
.collect(toList());
|
||||
}
|
||||
|
||||
/**
|
||||
* Moves the given centroid to the average position of all assigned features. If
|
||||
* the centroid has no feature in its cluster, then there would be no need for a
|
||||
* relocation. Otherwise, for each entry we calculate the average of all records
|
||||
* first by summing all the entries and then dividing the final summation value by
|
||||
* the number of records.
|
||||
*
|
||||
* @param centroid The centroid to move.
|
||||
* @param records The assigned features.
|
||||
* @return The moved centroid.
|
||||
*/
|
||||
private static Centroid average(Centroid centroid, List<Record> records) {
|
||||
// if this cluster is empty, then we shouldn't move the centroid
|
||||
if (records == null || records.isEmpty()) {
|
||||
return centroid;
|
||||
}
|
||||
|
||||
// Since some records don't have all possible attributes, we initialize
|
||||
// average coordinates equal to current centroid coordinates
|
||||
Map<String, Double> average = centroid.getCoordinates();
|
||||
|
||||
// The average function works correctly if we clear all coordinates corresponding
|
||||
// to present record attributes
|
||||
records
|
||||
.stream()
|
||||
.flatMap(e -> e
|
||||
.getFeatures()
|
||||
.keySet()
|
||||
.stream())
|
||||
.forEach(k -> average.put(k, 0.0));
|
||||
|
||||
for (Record record : records) {
|
||||
record
|
||||
.getFeatures()
|
||||
.forEach((k, v) -> average.compute(k, (k1, currentValue) -> v + currentValue));
|
||||
}
|
||||
|
||||
average.forEach((k, v) -> average.put(k, v / records.size()));
|
||||
|
||||
return new Centroid(average);
|
||||
}
|
||||
|
||||
/**
|
||||
* Assigns a feature vector to the given centroid. If this is the first assignment for this centroid,
|
||||
* first we should create the list.
|
||||
*
|
||||
* @param clusters The current cluster configuration.
|
||||
* @param record The feature vector.
|
||||
* @param centroid The centroid.
|
||||
*/
|
||||
private static void assignToCluster(Map<Centroid, List<Record>> clusters, Record record, Centroid centroid) {
|
||||
clusters.compute(centroid, (key, list) -> {
|
||||
if (list == null) {
|
||||
list = new ArrayList<>();
|
||||
}
|
||||
|
||||
list.add(record);
|
||||
return list;
|
||||
});
|
||||
}
|
||||
|
||||
/**
|
||||
* With the help of the given distance calculator, iterates through centroids and finds the
|
||||
* nearest one to the given record.
|
||||
*
|
||||
* @param record The feature vector to find a centroid for.
|
||||
* @param centroids Collection of all centroids.
|
||||
* @param distance To calculate the distance between two items.
|
||||
* @return The nearest centroid to the given feature vector.
|
||||
*/
|
||||
private static Centroid nearestCentroid(Record record, List<Centroid> centroids, Distance distance) {
|
||||
double minimumDistance = Double.MAX_VALUE;
|
||||
Centroid nearest = null;
|
||||
|
||||
for (Centroid centroid : centroids) {
|
||||
double currentDistance = distance.calculate(record.getFeatures(), centroid.getCoordinates());
|
||||
|
||||
if (currentDistance < minimumDistance) {
|
||||
minimumDistance = currentDistance;
|
||||
nearest = centroid;
|
||||
}
|
||||
}
|
||||
|
||||
return nearest;
|
||||
}
|
||||
|
||||
/**
|
||||
* Generates k random centroids. Before kicking-off the centroid generation process,
|
||||
* first we calculate the possible value range for each attribute. Then when
|
||||
* we're going to generate the centroids, we generate random coordinates in
|
||||
* the [min, max] range for each attribute.
|
||||
*
|
||||
* @param records The dataset which helps to calculate the [min, max] range for
|
||||
* each attribute.
|
||||
* @param k Number of clusters.
|
||||
* @return Collections of randomly generated centroids.
|
||||
*/
|
||||
private static List<Centroid> randomCentroids(List<Record> records, int k) {
|
||||
List<Centroid> centroids = new ArrayList<>();
|
||||
Map<String, Double> maxs = new HashMap<>();
|
||||
Map<String, Double> mins = new HashMap<>();
|
||||
|
||||
for (Record record : records) {
|
||||
record
|
||||
.getFeatures()
|
||||
.forEach((key, value) -> {
|
||||
// compares the value with the current max and choose the bigger value between them
|
||||
maxs.compute(key, (k1, max) -> max == null || value > max ? value : max);
|
||||
|
||||
// compare the value with the current min and choose the smaller value between them
|
||||
mins.compute(key, (k1, min) -> min == null || value < min ? value : min);
|
||||
});
|
||||
}
|
||||
|
||||
Set<String> attributes = records
|
||||
.stream()
|
||||
.flatMap(e -> e
|
||||
.getFeatures()
|
||||
.keySet()
|
||||
.stream())
|
||||
.collect(toSet());
|
||||
for (int i = 0; i < k; i++) {
|
||||
Map<String, Double> coordinates = new HashMap<>();
|
||||
for (String attribute : attributes) {
|
||||
double max = maxs.get(attribute);
|
||||
double min = mins.get(attribute);
|
||||
coordinates.put(attribute, random.nextDouble() * (max - min) + min);
|
||||
}
|
||||
|
||||
centroids.add(new Centroid(coordinates));
|
||||
}
|
||||
|
||||
return centroids;
|
||||
}
|
||||
|
||||
private static void applyPreconditions(List<Record> records, int k, Distance distance, int maxIterations) {
|
||||
if (records == null || records.isEmpty()) {
|
||||
throw new IllegalArgumentException("The dataset can't be empty");
|
||||
}
|
||||
|
||||
if (k <= 1) {
|
||||
throw new IllegalArgumentException("It doesn't make sense to have less than or equal to 1 cluster");
|
||||
}
|
||||
|
||||
if (distance == null) {
|
||||
throw new IllegalArgumentException("The distance calculator is required");
|
||||
}
|
||||
|
||||
if (maxIterations <= 0) {
|
||||
throw new IllegalArgumentException("Max iterations should be a positive number");
|
||||
}
|
||||
}
|
||||
}
|
|
@ -0,0 +1,144 @@
|
|||
package com.baeldung.algorithms.kmeans;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
import java.util.HashMap;
|
||||
import java.util.LinkedHashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
import java.util.Set;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import okhttp3.OkHttpClient;
|
||||
import retrofit2.Retrofit;
|
||||
import retrofit2.converter.jackson.JacksonConverterFactory;
|
||||
|
||||
import static java.util.stream.Collectors.toSet;
|
||||
|
||||
public class LastFm {
|
||||
|
||||
private static OkHttpClient okHttp = new OkHttpClient.Builder()
|
||||
.addInterceptor(new LastFmService.Authenticator("put your API key here"))
|
||||
.build();
|
||||
|
||||
private static Retrofit retrofit = new Retrofit.Builder()
|
||||
.client(okHttp)
|
||||
.addConverterFactory(JacksonConverterFactory.create())
|
||||
.baseUrl("http://ws.audioscrobbler.com/")
|
||||
.build();
|
||||
|
||||
private static LastFmService lastFm = retrofit.create(LastFmService.class);
|
||||
|
||||
private static ObjectMapper mapper = new ObjectMapper();
|
||||
|
||||
public static void main(String[] args) throws IOException {
|
||||
List<String> artists = getTop100Artists();
|
||||
Set<String> tags = getTop100Tags();
|
||||
List<Record> records = datasetWithTaggedArtists(artists, tags);
|
||||
|
||||
Map<Centroid, List<Record>> clusters = KMeans.fit(records, 7, new EuclideanDistance(), 1000);
|
||||
// Print the cluster configuration
|
||||
clusters.forEach((key, value) -> {
|
||||
System.out.println("------------------------------ CLUSTER -----------------------------------");
|
||||
|
||||
System.out.println(sortedCentroid(key));
|
||||
String members = String.join(", ", value
|
||||
.stream()
|
||||
.map(Record::getDescription)
|
||||
.collect(toSet()));
|
||||
System.out.print(members);
|
||||
|
||||
System.out.println();
|
||||
System.out.println();
|
||||
});
|
||||
|
||||
Map<String, Object> json = convertToD3CompatibleMap(clusters);
|
||||
System.out.println(mapper.writeValueAsString(json));
|
||||
}
|
||||
|
||||
private static Map<String, Object> convertToD3CompatibleMap(Map<Centroid, List<Record>> clusters) {
|
||||
Map<String, Object> json = new HashMap<>();
|
||||
json.put("name", "Musicians");
|
||||
List<Map<String, Object>> children = new ArrayList<>();
|
||||
clusters.forEach((key, value) -> {
|
||||
Map<String, Object> child = new HashMap<>();
|
||||
child.put("name", dominantGenre(sortedCentroid(key)));
|
||||
List<Map<String, String>> nested = new ArrayList<>();
|
||||
for (Record record : value) {
|
||||
nested.add(Collections.singletonMap("name", record.getDescription()));
|
||||
}
|
||||
child.put("children", nested);
|
||||
|
||||
children.add(child);
|
||||
});
|
||||
json.put("children", children);
|
||||
return json;
|
||||
}
|
||||
|
||||
private static String dominantGenre(Centroid centroid) {
|
||||
return centroid
|
||||
.getCoordinates()
|
||||
.keySet()
|
||||
.stream()
|
||||
.limit(2)
|
||||
.collect(Collectors.joining(", "));
|
||||
}
|
||||
|
||||
private static Centroid sortedCentroid(Centroid key) {
|
||||
List<Map.Entry<String, Double>> entries = new ArrayList<>(key
|
||||
.getCoordinates()
|
||||
.entrySet());
|
||||
entries.sort((e1, e2) -> e2
|
||||
.getValue()
|
||||
.compareTo(e1.getValue()));
|
||||
|
||||
Map<String, Double> sorted = new LinkedHashMap<>();
|
||||
for (Map.Entry<String, Double> entry : entries) {
|
||||
sorted.put(entry.getKey(), entry.getValue());
|
||||
}
|
||||
|
||||
return new Centroid(sorted);
|
||||
}
|
||||
|
||||
private static List<Record> datasetWithTaggedArtists(List<String> artists, Set<String> topTags) throws IOException {
|
||||
List<Record> records = new ArrayList<>();
|
||||
for (String artist : artists) {
|
||||
Map<String, Double> tags = lastFm
|
||||
.topTagsFor(artist)
|
||||
.execute()
|
||||
.body()
|
||||
.all();
|
||||
|
||||
// Only keep popular tags.
|
||||
tags
|
||||
.entrySet()
|
||||
.removeIf(e -> !topTags.contains(e.getKey()));
|
||||
|
||||
records.add(new Record(artist, tags));
|
||||
}
|
||||
return records;
|
||||
}
|
||||
|
||||
private static Set<String> getTop100Tags() throws IOException {
|
||||
return lastFm
|
||||
.topTags()
|
||||
.execute()
|
||||
.body()
|
||||
.all();
|
||||
}
|
||||
|
||||
private static List<String> getTop100Artists() throws IOException {
|
||||
List<String> artists = new ArrayList<>();
|
||||
for (int i = 1; i <= 2; i++) {
|
||||
artists.addAll(lastFm
|
||||
.topArtists(i)
|
||||
.execute()
|
||||
.body()
|
||||
.all());
|
||||
}
|
||||
|
||||
return artists;
|
||||
}
|
||||
}
|
|
@ -0,0 +1,118 @@
|
|||
package com.baeldung.algorithms.kmeans;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.util.Collections;
|
||||
import java.util.HashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
import java.util.Set;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
import com.fasterxml.jackson.annotation.JsonAutoDetect;
|
||||
import com.fasterxml.jackson.annotation.JsonProperty;
|
||||
import okhttp3.HttpUrl;
|
||||
import okhttp3.Interceptor;
|
||||
import okhttp3.Request;
|
||||
import okhttp3.Response;
|
||||
import retrofit2.Call;
|
||||
import retrofit2.http.GET;
|
||||
import retrofit2.http.Query;
|
||||
|
||||
import static com.fasterxml.jackson.annotation.JsonAutoDetect.Visibility.ANY;
|
||||
import static java.util.stream.Collectors.toList;
|
||||
|
||||
public interface LastFmService {
|
||||
|
||||
@GET("/2.0/?method=chart.gettopartists&format=json&limit=50")
|
||||
Call<Artists> topArtists(@Query("page") int page);
|
||||
|
||||
@GET("/2.0/?method=artist.gettoptags&format=json&limit=20&autocorrect=1")
|
||||
Call<Tags> topTagsFor(@Query("artist") String artist);
|
||||
|
||||
@GET("/2.0/?method=chart.gettoptags&format=json&limit=100")
|
||||
Call<TopTags> topTags();
|
||||
|
||||
/**
|
||||
* HTTP interceptor to intercept all HTTP requests and add the API key to them.
|
||||
*/
|
||||
class Authenticator implements Interceptor {
|
||||
|
||||
private final String apiKey;
|
||||
|
||||
Authenticator(String apiKey) {
|
||||
this.apiKey = apiKey;
|
||||
}
|
||||
|
||||
@Override
|
||||
public Response intercept(Chain chain) throws IOException {
|
||||
HttpUrl url = chain
|
||||
.request()
|
||||
.url()
|
||||
.newBuilder()
|
||||
.addQueryParameter("api_key", apiKey)
|
||||
.build();
|
||||
Request request = chain
|
||||
.request()
|
||||
.newBuilder()
|
||||
.url(url)
|
||||
.build();
|
||||
|
||||
return chain.proceed(request);
|
||||
}
|
||||
}
|
||||
|
||||
@JsonAutoDetect(fieldVisibility = ANY)
|
||||
class TopTags {
|
||||
|
||||
private Map<String, Object> tags;
|
||||
|
||||
@SuppressWarnings("unchecked")
|
||||
public Set<String> all() {
|
||||
List<Map<String, Object>> topTags = (List<Map<String, Object>>) tags.get("tag");
|
||||
return topTags
|
||||
.stream()
|
||||
.map(e -> ((String) e.get("name")))
|
||||
.collect(Collectors.toSet());
|
||||
}
|
||||
}
|
||||
|
||||
@JsonAutoDetect(fieldVisibility = ANY)
|
||||
class Tags {
|
||||
|
||||
@JsonProperty("toptags") private Map<String, Object> topTags;
|
||||
|
||||
@SuppressWarnings("unchecked")
|
||||
public Map<String, Double> all() {
|
||||
try {
|
||||
Map<String, Double> all = new HashMap<>();
|
||||
List<Map<String, Object>> tags = (List<Map<String, Object>>) topTags.get("tag");
|
||||
for (Map<String, Object> tag : tags) {
|
||||
all.put(((String) tag.get("name")), ((Integer) tag.get("count")).doubleValue());
|
||||
}
|
||||
|
||||
return all;
|
||||
} catch (Exception e) {
|
||||
return Collections.emptyMap();
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@JsonAutoDetect(fieldVisibility = ANY)
|
||||
class Artists {
|
||||
|
||||
private Map<String, Object> artists;
|
||||
|
||||
@SuppressWarnings("unchecked")
|
||||
public List<String> all() {
|
||||
try {
|
||||
List<Map<String, Object>> artists = (List<Map<String, Object>>) this.artists.get("artist");
|
||||
return artists
|
||||
.stream()
|
||||
.map(e -> ((String) e.get("name")))
|
||||
.collect(toList());
|
||||
} catch (Exception e) {
|
||||
return Collections.emptyList();
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
|
@ -0,0 +1,65 @@
|
|||
package com.baeldung.algorithms.kmeans;
|
||||
|
||||
import java.util.Map;
|
||||
import java.util.Objects;
|
||||
|
||||
/**
|
||||
* Encapsulates all feature values for a few attributes. Optionally each record
|
||||
* can be described with the {@link #description} field.
|
||||
*/
|
||||
public class Record {
|
||||
|
||||
/**
|
||||
* The record description. For example, this can be the artist name for the famous musician
|
||||
* example.
|
||||
*/
|
||||
private final String description;
|
||||
|
||||
/**
|
||||
* Encapsulates all attributes and their corresponding values, i.e. features.
|
||||
*/
|
||||
private final Map<String, Double> features;
|
||||
|
||||
public Record(String description, Map<String, Double> features) {
|
||||
this.description = description;
|
||||
this.features = features;
|
||||
}
|
||||
|
||||
public Record(Map<String, Double> features) {
|
||||
this("", features);
|
||||
}
|
||||
|
||||
public String getDescription() {
|
||||
return description;
|
||||
}
|
||||
|
||||
public Map<String, Double> getFeatures() {
|
||||
return features;
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
String prefix = description == null || description
|
||||
.trim()
|
||||
.isEmpty() ? "Record" : description;
|
||||
|
||||
return prefix + ": " + features;
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object o) {
|
||||
if (this == o) {
|
||||
return true;
|
||||
}
|
||||
if (o == null || getClass() != o.getClass()) {
|
||||
return false;
|
||||
}
|
||||
Record record = (Record) o;
|
||||
return Objects.equals(getDescription(), record.getDescription()) && Objects.equals(getFeatures(), record.getFeatures());
|
||||
}
|
||||
|
||||
@Override
|
||||
public int hashCode() {
|
||||
return Objects.hash(getDescription(), getFeatures());
|
||||
}
|
||||
}
|
|
@ -0,0 +1,61 @@
|
|||
package com.baeldung.algorithms.printtriangles;
|
||||
|
||||
import org.apache.commons.lang3.StringUtils;
|
||||
|
||||
public class PrintTriangleExamples {
|
||||
|
||||
public static String printARightTriangle(int N) {
|
||||
StringBuilder result = new StringBuilder();
|
||||
for (int r = 1; r <= N; r++) {
|
||||
for (int j = 1; j <= r; j++) {
|
||||
result.append("*");
|
||||
}
|
||||
result.append(System.lineSeparator());
|
||||
}
|
||||
return result.toString();
|
||||
}
|
||||
|
||||
public static String printAnIsoscelesTriangle(int N) {
|
||||
StringBuilder result = new StringBuilder();
|
||||
for (int r = 1; r <= N; r++) {
|
||||
for (int sp = 1; sp <= N - r; sp++) {
|
||||
result.append(" ");
|
||||
}
|
||||
for (int c = 1; c <= (r * 2) - 1; c++) {
|
||||
result.append("*");
|
||||
}
|
||||
result.append(System.lineSeparator());
|
||||
}
|
||||
return result.toString();
|
||||
}
|
||||
|
||||
public static String printAnIsoscelesTriangleUsingStringUtils(int N) {
|
||||
StringBuilder result = new StringBuilder();
|
||||
|
||||
for (int r = 1; r <= N; r++) {
|
||||
result.append(StringUtils.repeat(' ', N - r));
|
||||
result.append(StringUtils.repeat('*', 2 * r - 1));
|
||||
result.append(System.lineSeparator());
|
||||
}
|
||||
return result.toString();
|
||||
}
|
||||
|
||||
public static String printAnIsoscelesTriangleUsingSubstring(int N) {
|
||||
StringBuilder result = new StringBuilder();
|
||||
String helperString = StringUtils.repeat(' ', N - 1) + StringUtils.repeat('*', N * 2 - 1);
|
||||
|
||||
for (int r = 0; r < N; r++) {
|
||||
result.append(helperString.substring(r, N + 2 * r));
|
||||
result.append(System.lineSeparator());
|
||||
}
|
||||
return result.toString();
|
||||
}
|
||||
|
||||
public static void main(String[] args) {
|
||||
System.out.println(printARightTriangle(5));
|
||||
System.out.println(printAnIsoscelesTriangle(5));
|
||||
System.out.println(printAnIsoscelesTriangleUsingStringUtils(5));
|
||||
System.out.println(printAnIsoscelesTriangleUsingSubstring(5));
|
||||
}
|
||||
|
||||
}
|
File diff suppressed because it is too large
Load Diff
|
@ -0,0 +1,490 @@
|
|||
{
|
||||
"children": [
|
||||
{
|
||||
"children": [
|
||||
{
|
||||
"name": "Radiohead"
|
||||
},
|
||||
{
|
||||
"name": "Red Hot Chili Peppers"
|
||||
},
|
||||
{
|
||||
"name": "Coldplay"
|
||||
},
|
||||
{
|
||||
"name": "Nirvana"
|
||||
},
|
||||
{
|
||||
"name": "Panic! at the Disco"
|
||||
},
|
||||
{
|
||||
"name": "The Cure"
|
||||
},
|
||||
{
|
||||
"name": "Linkin Park"
|
||||
},
|
||||
{
|
||||
"name": "Radiohead"
|
||||
},
|
||||
{
|
||||
"name": "Red Hot Chili Peppers"
|
||||
},
|
||||
{
|
||||
"name": "Coldplay"
|
||||
},
|
||||
{
|
||||
"name": "Nirvana"
|
||||
},
|
||||
{
|
||||
"name": "Panic! at the Disco"
|
||||
},
|
||||
{
|
||||
"name": "The Cure"
|
||||
},
|
||||
{
|
||||
"name": "Linkin Park"
|
||||
},
|
||||
{
|
||||
"name": "Muse"
|
||||
},
|
||||
{
|
||||
"name": "Maroon 5"
|
||||
},
|
||||
{
|
||||
"name": "Foo Fighters"
|
||||
},
|
||||
{
|
||||
"name": "Paramore"
|
||||
},
|
||||
{
|
||||
"name": "Oasis"
|
||||
},
|
||||
{
|
||||
"name": "Fall Out Boy"
|
||||
},
|
||||
{
|
||||
"name": "OneRepublic"
|
||||
},
|
||||
{
|
||||
"name": "Weezer"
|
||||
},
|
||||
{
|
||||
"name": "System of a Down"
|
||||
},
|
||||
{
|
||||
"name": "The White Stripes"
|
||||
}
|
||||
],
|
||||
"name": "rock, alternative"
|
||||
},
|
||||
{
|
||||
"children": [
|
||||
{
|
||||
"name": "Lil Nas X"
|
||||
},
|
||||
{
|
||||
"name": "Post Malone"
|
||||
},
|
||||
{
|
||||
"name": "Drake"
|
||||
},
|
||||
{
|
||||
"name": "Kanye West"
|
||||
},
|
||||
{
|
||||
"name": "Kendrick Lamar"
|
||||
},
|
||||
{
|
||||
"name": "Tyler, the Creator"
|
||||
},
|
||||
{
|
||||
"name": "Eminem"
|
||||
},
|
||||
{
|
||||
"name": "Childish Gambino"
|
||||
},
|
||||
{
|
||||
"name": "Frank Ocean"
|
||||
},
|
||||
{
|
||||
"name": "Lil Nas X"
|
||||
},
|
||||
{
|
||||
"name": "Post Malone"
|
||||
},
|
||||
{
|
||||
"name": "Drake"
|
||||
},
|
||||
{
|
||||
"name": "Kanye West"
|
||||
},
|
||||
{
|
||||
"name": "Kendrick Lamar"
|
||||
},
|
||||
{
|
||||
"name": "Tyler, the Creator"
|
||||
},
|
||||
{
|
||||
"name": "Eminem"
|
||||
},
|
||||
{
|
||||
"name": "Childish Gambino"
|
||||
},
|
||||
{
|
||||
"name": "Frank Ocean"
|
||||
},
|
||||
{
|
||||
"name": "Lizzo"
|
||||
},
|
||||
{
|
||||
"name": "Travi$ Scott"
|
||||
},
|
||||
{
|
||||
"name": "A$AP Rocky"
|
||||
},
|
||||
{
|
||||
"name": "Nicki Minaj"
|
||||
},
|
||||
{
|
||||
"name": "xxxtentacion"
|
||||
}
|
||||
],
|
||||
"name": "Hip-Hop, rap"
|
||||
},
|
||||
{
|
||||
"children": [
|
||||
{
|
||||
"name": "Arctic Monkeys"
|
||||
},
|
||||
{
|
||||
"name": "Imagine Dragons"
|
||||
},
|
||||
{
|
||||
"name": "The Killers"
|
||||
},
|
||||
{
|
||||
"name": "Gorillaz"
|
||||
},
|
||||
{
|
||||
"name": "The Black Keys"
|
||||
},
|
||||
{
|
||||
"name": "Arctic Monkeys"
|
||||
},
|
||||
{
|
||||
"name": "Imagine Dragons"
|
||||
},
|
||||
{
|
||||
"name": "The Killers"
|
||||
},
|
||||
{
|
||||
"name": "Gorillaz"
|
||||
},
|
||||
{
|
||||
"name": "The Black Keys"
|
||||
},
|
||||
{
|
||||
"name": "Twenty One Pilots"
|
||||
},
|
||||
{
|
||||
"name": "Ellie Goulding"
|
||||
},
|
||||
{
|
||||
"name": "Florence + the Machine"
|
||||
},
|
||||
{
|
||||
"name": "Vampire Weekend"
|
||||
},
|
||||
{
|
||||
"name": "The Smiths"
|
||||
},
|
||||
{
|
||||
"name": "The Strokes"
|
||||
},
|
||||
{
|
||||
"name": "MGMT"
|
||||
},
|
||||
{
|
||||
"name": "Foster the People"
|
||||
},
|
||||
{
|
||||
"name": "Two Door Cinema Club"
|
||||
},
|
||||
{
|
||||
"name": "Cage the Elephant"
|
||||
},
|
||||
{
|
||||
"name": "Arcade Fire"
|
||||
},
|
||||
{
|
||||
"name": "The 1975"
|
||||
}
|
||||
],
|
||||
"name": "indie, alternative"
|
||||
},
|
||||
{
|
||||
"children": [
|
||||
{
|
||||
"name": "Ed Sheeran"
|
||||
},
|
||||
{
|
||||
"name": "Tame Impala"
|
||||
},
|
||||
{
|
||||
"name": "Ed Sheeran"
|
||||
},
|
||||
{
|
||||
"name": "Tame Impala"
|
||||
},
|
||||
{
|
||||
"name": "Green Day"
|
||||
},
|
||||
{
|
||||
"name": "Metallica"
|
||||
},
|
||||
{
|
||||
"name": "blink-182"
|
||||
},
|
||||
{
|
||||
"name": "Bon Iver"
|
||||
},
|
||||
{
|
||||
"name": "The Clash"
|
||||
}
|
||||
],
|
||||
"name": "rock, punk rock"
|
||||
},
|
||||
{
|
||||
"children": [
|
||||
{
|
||||
"name": "Calvin Harris"
|
||||
},
|
||||
{
|
||||
"name": "The Weeknd"
|
||||
},
|
||||
{
|
||||
"name": "The Chainsmokers"
|
||||
},
|
||||
{
|
||||
"name": "Daft Punk"
|
||||
},
|
||||
{
|
||||
"name": "Marshmello"
|
||||
},
|
||||
{
|
||||
"name": "David Guetta"
|
||||
},
|
||||
{
|
||||
"name": "Calvin Harris"
|
||||
},
|
||||
{
|
||||
"name": "The Weeknd"
|
||||
},
|
||||
{
|
||||
"name": "The Chainsmokers"
|
||||
},
|
||||
{
|
||||
"name": "Daft Punk"
|
||||
},
|
||||
{
|
||||
"name": "Marshmello"
|
||||
},
|
||||
{
|
||||
"name": "David Guetta"
|
||||
},
|
||||
{
|
||||
"name": "Avicii"
|
||||
},
|
||||
{
|
||||
"name": "Kygo"
|
||||
},
|
||||
{
|
||||
"name": "Martin Garrix"
|
||||
},
|
||||
{
|
||||
"name": "Major Lazer"
|
||||
},
|
||||
{
|
||||
"name": "Depeche Mode"
|
||||
}
|
||||
],
|
||||
"name": "electronic, dance"
|
||||
},
|
||||
{
|
||||
"children": [
|
||||
{
|
||||
"name": "Queen"
|
||||
},
|
||||
{
|
||||
"name": "The Beatles"
|
||||
},
|
||||
{
|
||||
"name": "David Bowie"
|
||||
},
|
||||
{
|
||||
"name": "Fleetwood Mac"
|
||||
},
|
||||
{
|
||||
"name": "Pink Floyd"
|
||||
},
|
||||
{
|
||||
"name": "The Rolling Stones"
|
||||
},
|
||||
{
|
||||
"name": "Led Zeppelin"
|
||||
},
|
||||
{
|
||||
"name": "Queen"
|
||||
},
|
||||
{
|
||||
"name": "The Beatles"
|
||||
},
|
||||
{
|
||||
"name": "David Bowie"
|
||||
},
|
||||
{
|
||||
"name": "Fleetwood Mac"
|
||||
},
|
||||
{
|
||||
"name": "Pink Floyd"
|
||||
},
|
||||
{
|
||||
"name": "The Rolling Stones"
|
||||
},
|
||||
{
|
||||
"name": "Led Zeppelin"
|
||||
},
|
||||
{
|
||||
"name": "Elton John"
|
||||
}
|
||||
],
|
||||
"name": "classic rock, rock"
|
||||
},
|
||||
{
|
||||
"children": [
|
||||
{
|
||||
"name": "Billie Eilish"
|
||||
},
|
||||
{
|
||||
"name": "Ariana Grande"
|
||||
},
|
||||
{
|
||||
"name": "Taylor Swift"
|
||||
},
|
||||
{
|
||||
"name": "Beyoncé"
|
||||
},
|
||||
{
|
||||
"name": "Shawn Mendes"
|
||||
},
|
||||
{
|
||||
"name": "Rihanna"
|
||||
},
|
||||
{
|
||||
"name": "Lana Del Rey"
|
||||
},
|
||||
{
|
||||
"name": "Katy Perry"
|
||||
},
|
||||
{
|
||||
"name": "Lady Gaga"
|
||||
},
|
||||
{
|
||||
"name": "Miley Cyrus"
|
||||
},
|
||||
{
|
||||
"name": "Mark Ronson"
|
||||
},
|
||||
{
|
||||
"name": "Madonna"
|
||||
},
|
||||
{
|
||||
"name": "Lorde"
|
||||
},
|
||||
{
|
||||
"name": "Khalid"
|
||||
},
|
||||
{
|
||||
"name": "Billie Eilish"
|
||||
},
|
||||
{
|
||||
"name": "Ariana Grande"
|
||||
},
|
||||
{
|
||||
"name": "Taylor Swift"
|
||||
},
|
||||
{
|
||||
"name": "Beyoncé"
|
||||
},
|
||||
{
|
||||
"name": "Shawn Mendes"
|
||||
},
|
||||
{
|
||||
"name": "Rihanna"
|
||||
},
|
||||
{
|
||||
"name": "Lana Del Rey"
|
||||
},
|
||||
{
|
||||
"name": "Katy Perry"
|
||||
},
|
||||
{
|
||||
"name": "Lady Gaga"
|
||||
},
|
||||
{
|
||||
"name": "Miley Cyrus"
|
||||
},
|
||||
{
|
||||
"name": "Mark Ronson"
|
||||
},
|
||||
{
|
||||
"name": "Madonna"
|
||||
},
|
||||
{
|
||||
"name": "Lorde"
|
||||
},
|
||||
{
|
||||
"name": "Khalid"
|
||||
},
|
||||
{
|
||||
"name": "Sia"
|
||||
},
|
||||
{
|
||||
"name": "Sam Smith"
|
||||
},
|
||||
{
|
||||
"name": "Halsey"
|
||||
},
|
||||
{
|
||||
"name": "Michael Jackson"
|
||||
},
|
||||
{
|
||||
"name": "Charli XCX"
|
||||
},
|
||||
{
|
||||
"name": "Britney Spears"
|
||||
},
|
||||
{
|
||||
"name": "Dua Lipa"
|
||||
},
|
||||
{
|
||||
"name": "Jonas Brothers"
|
||||
},
|
||||
{
|
||||
"name": "Bruno Mars"
|
||||
},
|
||||
{
|
||||
"name": "Carly Rae Jepsen"
|
||||
},
|
||||
{
|
||||
"name": "P!nk"
|
||||
},
|
||||
{
|
||||
"name": "Adele"
|
||||
}
|
||||
],
|
||||
"name": "pop, female vocalists"
|
||||
}
|
||||
],
|
||||
"name": "Musicians"
|
||||
}
|
|
@ -0,0 +1,68 @@
|
|||
<!DOCTYPE html>
|
||||
<meta charset="utf-8">
|
||||
<style>
|
||||
.node circle {
|
||||
fill: #fff;
|
||||
stroke: steelblue;
|
||||
stroke-width: 1.5px;
|
||||
}
|
||||
|
||||
.node {
|
||||
font: 10px sans-serif;
|
||||
}
|
||||
|
||||
.link {
|
||||
fill: none;
|
||||
stroke: #ccc;
|
||||
stroke-width: 1.5px;
|
||||
}
|
||||
</style>
|
||||
<body>
|
||||
<script src="http://d3js.org/d3.v3.min.js"></script>
|
||||
<script>
|
||||
var diameter = 1100;
|
||||
var tree = d3.layout.tree()
|
||||
.size([360, diameter / 2 - 300])
|
||||
.separation(function (a, b) {
|
||||
return (a.parent == b.parent ? 1 : 2) / a.depth;
|
||||
});
|
||||
var diagonal = d3.svg.diagonal.radial()
|
||||
.projection(function (d) {
|
||||
return [d.y, d.x / 180 * Math.PI];
|
||||
});
|
||||
var svg = d3.select("body").append("svg")
|
||||
.attr("width", diameter)
|
||||
.attr("height", diameter - 150)
|
||||
.append("g")
|
||||
.attr("transform", "translate(" + diameter / 2 + "," + diameter / 2 + ")");
|
||||
d3.json("lastfm.json", function (error, root) {
|
||||
var nodes = tree.nodes(root),
|
||||
links = tree.links(nodes);
|
||||
var link = svg.selectAll(".link")
|
||||
.data(links)
|
||||
.enter().append("path")
|
||||
.attr("class", "link")
|
||||
.attr("d", diagonal);
|
||||
var node = svg.selectAll(".node")
|
||||
.data(nodes)
|
||||
.enter().append("g")
|
||||
.attr("class", "node")
|
||||
.attr("transform", function (d) {
|
||||
return "rotate(" + (d.x - 90) + ")translate(" + d.y + ")";
|
||||
})
|
||||
node.append("circle")
|
||||
.attr("r", 4.5);
|
||||
node.append("text")
|
||||
.attr("dy", ".31em")
|
||||
.attr("text-anchor", function (d) {
|
||||
return d.x < 180 ? "start" : "end";
|
||||
})
|
||||
.attr("transform", function (d) {
|
||||
return d.x < 180 ? "translate(8)" : "rotate(180)translate(-8)";
|
||||
})
|
||||
.text(function (d) {
|
||||
return d.name;
|
||||
});
|
||||
});
|
||||
d3.select(self.frameElement).style("height", diameter - 150 + "px");
|
||||
</script>
|
|
@ -0,0 +1,29 @@
|
|||
package com.baeldung.algorithms.interpolationsearch;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertEquals;
|
||||
|
||||
import org.junit.Before;
|
||||
import org.junit.Test;
|
||||
|
||||
public class InterpolationSearchUnitTest {
|
||||
|
||||
private int[] myData;
|
||||
|
||||
@Before
|
||||
public void setUp() {
|
||||
myData = new int[]{13,21,34,55,69,73,84,101};
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenSortedArray_whenLookingFor84_thenReturn6() {
|
||||
int pos = InterpolationSearch.interpolationSearch(myData, 84);
|
||||
assertEquals(6, pos);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenSortedArray_whenLookingFor19_thenReturnMinusOne() {
|
||||
int pos = InterpolationSearch.interpolationSearch(myData, 19);
|
||||
assertEquals(-1, pos);
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,101 @@
|
|||
package com.baeldung.algorithms.printtriangles;
|
||||
|
||||
import junitparams.JUnitParamsRunner;
|
||||
import junitparams.Parameters;
|
||||
import org.junit.Test;
|
||||
import org.junit.runner.RunWith;
|
||||
|
||||
import static org.junit.Assert.assertEquals;
|
||||
|
||||
@RunWith(JUnitParamsRunner.class)
|
||||
public class PrintTriangleExamplesUnitTest {
|
||||
|
||||
private static Object[][] rightTriangles() {
|
||||
String expected0 = "";
|
||||
|
||||
String expected2 = "*" + System.lineSeparator()
|
||||
+ "**" + System.lineSeparator();
|
||||
|
||||
String expected5 = "*" + System.lineSeparator()
|
||||
+ "**" + System.lineSeparator()
|
||||
+ "***" + System.lineSeparator()
|
||||
+ "****" + System.lineSeparator()
|
||||
+ "*****" + System.lineSeparator();
|
||||
|
||||
String expected7 = "*" + System.lineSeparator()
|
||||
+ "**" + System.lineSeparator()
|
||||
+ "***" + System.lineSeparator()
|
||||
+ "****" + System.lineSeparator()
|
||||
+ "*****" + System.lineSeparator()
|
||||
+ "******" + System.lineSeparator()
|
||||
+ "*******" + System.lineSeparator();
|
||||
|
||||
return new Object[][] {
|
||||
{ 0, expected0 },
|
||||
{ 2, expected2 },
|
||||
{ 5, expected5 },
|
||||
{ 7, expected7 }
|
||||
};
|
||||
}
|
||||
|
||||
@Test
|
||||
@Parameters(method = "rightTriangles")
|
||||
public void whenPrintARightTriangleIsCalled_ThenTheCorrectStringIsReturned(int nrOfRows, String expected) {
|
||||
String actual = PrintTriangleExamples.printARightTriangle(nrOfRows);
|
||||
|
||||
assertEquals(expected, actual);
|
||||
}
|
||||
|
||||
private static Object[][] isoscelesTriangles() {
|
||||
String expected0 = "";
|
||||
|
||||
String expected2 = " *" + System.lineSeparator()
|
||||
+ "***" + System.lineSeparator();
|
||||
|
||||
String expected5 = " *" + System.lineSeparator()
|
||||
+ " ***" + System.lineSeparator()
|
||||
+ " *****" + System.lineSeparator()
|
||||
+ " *******" + System.lineSeparator()
|
||||
+ "*********" + System.lineSeparator();
|
||||
|
||||
String expected7 = " *" + System.lineSeparator()
|
||||
+ " ***" + System.lineSeparator()
|
||||
+ " *****" + System.lineSeparator()
|
||||
+ " *******" + System.lineSeparator()
|
||||
+ " *********" + System.lineSeparator()
|
||||
+ " ***********" + System.lineSeparator()
|
||||
+ "*************" + System.lineSeparator();
|
||||
|
||||
return new Object[][] {
|
||||
{ 0, expected0 },
|
||||
{ 2, expected2 },
|
||||
{ 5, expected5 },
|
||||
{ 7, expected7 }
|
||||
};
|
||||
}
|
||||
|
||||
@Test
|
||||
@Parameters(method = "isoscelesTriangles")
|
||||
public void whenPrintAnIsoscelesTriangleIsCalled_ThenTheCorrectStringIsReturned(int nrOfRows, String expected) {
|
||||
String actual = PrintTriangleExamples.printAnIsoscelesTriangle(nrOfRows);
|
||||
|
||||
assertEquals(expected, actual);
|
||||
}
|
||||
|
||||
@Test
|
||||
@Parameters(method = "isoscelesTriangles")
|
||||
public void whenPrintAnIsoscelesTriangleUsingStringUtilsIsCalled_ThenTheCorrectStringIsReturned(int nrOfRows, String expected) {
|
||||
String actual = PrintTriangleExamples.printAnIsoscelesTriangleUsingStringUtils(nrOfRows);
|
||||
|
||||
assertEquals(expected, actual);
|
||||
}
|
||||
|
||||
@Test
|
||||
@Parameters(method = "isoscelesTriangles")
|
||||
public void whenPrintAnIsoscelesTriangleUsingSubstringIsCalled_ThenTheCorrectStringIsReturned(int nrOfRows, String expected) {
|
||||
String actual = PrintTriangleExamples.printAnIsoscelesTriangleUsingSubstring(nrOfRows);
|
||||
|
||||
assertEquals(expected, actual);
|
||||
}
|
||||
|
||||
}
|
|
@ -5,3 +5,4 @@
|
|||
- [Quicksort Algorithm Implementation in Java](https://www.baeldung.com/java-quicksort)
|
||||
- [Insertion Sort in Java](https://www.baeldung.com/java-insertion-sort)
|
||||
- [Heap Sort in Java](https://www.baeldung.com/java-heap-sort)
|
||||
- [Shell Sort in Java](https://www.baeldung.com/java-shell-sort)
|
||||
|
|
|
@ -0,0 +1,25 @@
|
|||
package com.baeldung.algorithms.inoutsort;
|
||||
|
||||
public class InOutSort {
|
||||
|
||||
public static int[] reverseInPlace(int A[]) {
|
||||
int n = A.length;
|
||||
for (int i = 0; i < n / 2; i++) {
|
||||
int temp = A[i];
|
||||
A[i] = A[n - 1 - i];
|
||||
A[n - 1 - i] = temp;
|
||||
}
|
||||
|
||||
return A;
|
||||
}
|
||||
|
||||
public static int[] reverseOutOfPlace(int A[]) {
|
||||
int n = A.length;
|
||||
int[] B = new int[n];
|
||||
for (int i = 0; i < n; i++) {
|
||||
B[n - i - 1] = A[i];
|
||||
}
|
||||
|
||||
return B;
|
||||
}
|
||||
}
|
|
@ -0,0 +1,38 @@
|
|||
package com.baeldung.algorithms.selectionsort;
|
||||
|
||||
public class SelectionSort {
|
||||
|
||||
public static void sortAscending(final int[] arr) {
|
||||
for (int i = 0; i < arr.length - 1; i++) {
|
||||
int minElementIndex = i;
|
||||
for (int j = i + 1; j < arr.length; j++) {
|
||||
if (arr[minElementIndex] > arr[j]) {
|
||||
minElementIndex = j;
|
||||
}
|
||||
}
|
||||
|
||||
if (minElementIndex != i) {
|
||||
int temp = arr[i];
|
||||
arr[i] = arr[minElementIndex];
|
||||
arr[minElementIndex] = temp;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
public static void sortDescending(final int[] arr) {
|
||||
for (int i = 0; i < arr.length - 1; i++) {
|
||||
int maxElementIndex = i;
|
||||
for (int j = i + 1; j < arr.length; j++) {
|
||||
if (arr[maxElementIndex] < arr[j]) {
|
||||
maxElementIndex = j;
|
||||
}
|
||||
}
|
||||
|
||||
if (maxElementIndex != i) {
|
||||
int temp = arr[i];
|
||||
arr[i] = arr[maxElementIndex];
|
||||
arr[maxElementIndex] = temp;
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
|
@ -1,4 +1,4 @@
|
|||
package com.baeldung.algorithms.stringsortingbynumber;
|
||||
package com.baeldung.algorithms.sort.bynumber;
|
||||
|
||||
import java.util.Comparator;
|
||||
|
|
@ -0,0 +1,23 @@
|
|||
package com.baeldung.algorithms.inoutsort;
|
||||
|
||||
import static org.junit.Assert.*;
|
||||
import static org.junit.Assert.assertArrayEquals;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
public class InOutSortUnitTest {
|
||||
|
||||
@Test
|
||||
public void givenArray_whenInPlaceSort_thenReversed() {
|
||||
int[] input = {1, 2, 3, 4, 5, 6, 7};
|
||||
int[] expected = {7, 6, 5, 4, 3, 2, 1};
|
||||
assertArrayEquals("the two arrays are not equal", expected, InOutSort.reverseInPlace(input));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenArray_whenOutOfPlaceSort_thenReversed() {
|
||||
int[] input = {1, 2, 3, 4, 5, 6, 7};
|
||||
int[] expected = {7, 6, 5, 4, 3, 2, 1};
|
||||
assertArrayEquals("the two arrays are not equal", expected, InOutSort.reverseOutOfPlace(input));
|
||||
}
|
||||
}
|
|
@ -0,0 +1,25 @@
|
|||
package com.baeldung.algorithms.selectionsort;
|
||||
|
||||
import static org.junit.Assert.*;
|
||||
import static org.junit.Assert.assertArrayEquals;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
public class SelectionSortUnitTest {
|
||||
|
||||
@Test
|
||||
public void givenUnsortedArray_whenSelectionSort_SortAscending_thenSortedAsc() {
|
||||
int[] input = { 5, 4, 1, 6, 2 };
|
||||
SelectionSort.sortAscending(input);
|
||||
int[] expected = {1, 2, 4, 5, 6};
|
||||
assertArrayEquals("the two arrays are not equal", expected, input);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenUnsortedArray_whenSelectionSort_SortDescending_thenSortedDesc() {
|
||||
int[] input = { 5, 4, 1, 6, 2 };
|
||||
SelectionSort.sortDescending(input);
|
||||
int[] expected = {6, 5, 4, 2, 1};
|
||||
assertArrayEquals("the two arrays are not equal", expected, input);
|
||||
}
|
||||
}
|
|
@ -1,6 +1,6 @@
|
|||
package com.baeldung.algorithms.stringsortingbynumber;
|
||||
package com.baeldung.algorithms.sort.bynumber;
|
||||
|
||||
import com.baeldung.algorithms.stringsortingbynumber.NaturalOrderComparators;
|
||||
import com.baeldung.algorithms.sort.bynumber.NaturalOrderComparators;
|
||||
import org.junit.Test;
|
||||
|
||||
import java.util.ArrayList;
|
|
@ -0,0 +1,150 @@
|
|||
5.1,3.5,1.4,0.2,Iris-setosa
|
||||
4.9,3.0,1.4,0.2,Iris-setosa
|
||||
4.7,3.2,1.3,0.2,Iris-setosa
|
||||
4.6,3.1,1.5,0.2,Iris-setosa
|
||||
5.0,3.6,1.4,0.2,Iris-setosa
|
||||
5.4,3.9,1.7,0.4,Iris-setosa
|
||||
4.6,3.4,1.4,0.3,Iris-setosa
|
||||
5.0,3.4,1.5,0.2,Iris-setosa
|
||||
4.4,2.9,1.4,0.2,Iris-setosa
|
||||
4.9,3.1,1.5,0.1,Iris-setosa
|
||||
5.4,3.7,1.5,0.2,Iris-setosa
|
||||
4.8,3.4,1.6,0.2,Iris-setosa
|
||||
4.8,3.0,1.4,0.1,Iris-setosa
|
||||
4.3,3.0,1.1,0.1,Iris-setosa
|
||||
5.8,4.0,1.2,0.2,Iris-setosa
|
||||
5.7,4.4,1.5,0.4,Iris-setosa
|
||||
5.4,3.9,1.3,0.4,Iris-setosa
|
||||
5.1,3.5,1.4,0.3,Iris-setosa
|
||||
5.7,3.8,1.7,0.3,Iris-setosa
|
||||
5.1,3.8,1.5,0.3,Iris-setosa
|
||||
5.4,3.4,1.7,0.2,Iris-setosa
|
||||
5.1,3.7,1.5,0.4,Iris-setosa
|
||||
4.6,3.6,1.0,0.2,Iris-setosa
|
||||
5.1,3.3,1.7,0.5,Iris-setosa
|
||||
4.8,3.4,1.9,0.2,Iris-setosa
|
||||
5.0,3.0,1.6,0.2,Iris-setosa
|
||||
5.0,3.4,1.6,0.4,Iris-setosa
|
||||
5.2,3.5,1.5,0.2,Iris-setosa
|
||||
5.2,3.4,1.4,0.2,Iris-setosa
|
||||
4.7,3.2,1.6,0.2,Iris-setosa
|
||||
4.8,3.1,1.6,0.2,Iris-setosa
|
||||
5.4,3.4,1.5,0.4,Iris-setosa
|
||||
5.2,4.1,1.5,0.1,Iris-setosa
|
||||
5.5,4.2,1.4,0.2,Iris-setosa
|
||||
4.9,3.1,1.5,0.1,Iris-setosa
|
||||
5.0,3.2,1.2,0.2,Iris-setosa
|
||||
5.5,3.5,1.3,0.2,Iris-setosa
|
||||
4.9,3.1,1.5,0.1,Iris-setosa
|
||||
4.4,3.0,1.3,0.2,Iris-setosa
|
||||
5.1,3.4,1.5,0.2,Iris-setosa
|
||||
5.0,3.5,1.3,0.3,Iris-setosa
|
||||
4.5,2.3,1.3,0.3,Iris-setosa
|
||||
4.4,3.2,1.3,0.2,Iris-setosa
|
||||
5.0,3.5,1.6,0.6,Iris-setosa
|
||||
5.1,3.8,1.9,0.4,Iris-setosa
|
||||
4.8,3.0,1.4,0.3,Iris-setosa
|
||||
5.1,3.8,1.6,0.2,Iris-setosa
|
||||
4.6,3.2,1.4,0.2,Iris-setosa
|
||||
5.3,3.7,1.5,0.2,Iris-setosa
|
||||
5.0,3.3,1.4,0.2,Iris-setosa
|
||||
7.0,3.2,4.7,1.4,Iris-versicolor
|
||||
6.4,3.2,4.5,1.5,Iris-versicolor
|
||||
6.9,3.1,4.9,1.5,Iris-versicolor
|
||||
5.5,2.3,4.0,1.3,Iris-versicolor
|
||||
6.5,2.8,4.6,1.5,Iris-versicolor
|
||||
5.7,2.8,4.5,1.3,Iris-versicolor
|
||||
6.3,3.3,4.7,1.6,Iris-versicolor
|
||||
4.9,2.4,3.3,1.0,Iris-versicolor
|
||||
6.6,2.9,4.6,1.3,Iris-versicolor
|
||||
5.2,2.7,3.9,1.4,Iris-versicolor
|
||||
5.0,2.0,3.5,1.0,Iris-versicolor
|
||||
5.9,3.0,4.2,1.5,Iris-versicolor
|
||||
6.0,2.2,4.0,1.0,Iris-versicolor
|
||||
6.1,2.9,4.7,1.4,Iris-versicolor
|
||||
5.6,2.9,3.6,1.3,Iris-versicolor
|
||||
6.7,3.1,4.4,1.4,Iris-versicolor
|
||||
5.6,3.0,4.5,1.5,Iris-versicolor
|
||||
5.8,2.7,4.1,1.0,Iris-versicolor
|
||||
6.2,2.2,4.5,1.5,Iris-versicolor
|
||||
5.6,2.5,3.9,1.1,Iris-versicolor
|
||||
5.9,3.2,4.8,1.8,Iris-versicolor
|
||||
6.1,2.8,4.0,1.3,Iris-versicolor
|
||||
6.3,2.5,4.9,1.5,Iris-versicolor
|
||||
6.1,2.8,4.7,1.2,Iris-versicolor
|
||||
6.4,2.9,4.3,1.3,Iris-versicolor
|
||||
6.6,3.0,4.4,1.4,Iris-versicolor
|
||||
6.8,2.8,4.8,1.4,Iris-versicolor
|
||||
6.7,3.0,5.0,1.7,Iris-versicolor
|
||||
6.0,2.9,4.5,1.5,Iris-versicolor
|
||||
5.7,2.6,3.5,1.0,Iris-versicolor
|
||||
5.5,2.4,3.8,1.1,Iris-versicolor
|
||||
5.5,2.4,3.7,1.0,Iris-versicolor
|
||||
5.8,2.7,3.9,1.2,Iris-versicolor
|
||||
6.0,2.7,5.1,1.6,Iris-versicolor
|
||||
5.4,3.0,4.5,1.5,Iris-versicolor
|
||||
6.0,3.4,4.5,1.6,Iris-versicolor
|
||||
6.7,3.1,4.7,1.5,Iris-versicolor
|
||||
6.3,2.3,4.4,1.3,Iris-versicolor
|
||||
5.6,3.0,4.1,1.3,Iris-versicolor
|
||||
5.5,2.5,4.0,1.3,Iris-versicolor
|
||||
5.5,2.6,4.4,1.2,Iris-versicolor
|
||||
6.1,3.0,4.6,1.4,Iris-versicolor
|
||||
5.8,2.6,4.0,1.2,Iris-versicolor
|
||||
5.0,2.3,3.3,1.0,Iris-versicolor
|
||||
5.6,2.7,4.2,1.3,Iris-versicolor
|
||||
5.7,3.0,4.2,1.2,Iris-versicolor
|
||||
5.7,2.9,4.2,1.3,Iris-versicolor
|
||||
6.2,2.9,4.3,1.3,Iris-versicolor
|
||||
5.1,2.5,3.0,1.1,Iris-versicolor
|
||||
5.7,2.8,4.1,1.3,Iris-versicolor
|
||||
6.3,3.3,6.0,2.5,Iris-virginica
|
||||
5.8,2.7,5.1,1.9,Iris-virginica
|
||||
7.1,3.0,5.9,2.1,Iris-virginica
|
||||
6.3,2.9,5.6,1.8,Iris-virginica
|
||||
6.5,3.0,5.8,2.2,Iris-virginica
|
||||
7.6,3.0,6.6,2.1,Iris-virginica
|
||||
4.9,2.5,4.5,1.7,Iris-virginica
|
||||
7.3,2.9,6.3,1.8,Iris-virginica
|
||||
6.7,2.5,5.8,1.8,Iris-virginica
|
||||
7.2,3.6,6.1,2.5,Iris-virginica
|
||||
6.5,3.2,5.1,2.0,Iris-virginica
|
||||
6.4,2.7,5.3,1.9,Iris-virginica
|
||||
6.8,3.0,5.5,2.1,Iris-virginica
|
||||
5.7,2.5,5.0,2.0,Iris-virginica
|
||||
5.8,2.8,5.1,2.4,Iris-virginica
|
||||
6.4,3.2,5.3,2.3,Iris-virginica
|
||||
6.5,3.0,5.5,1.8,Iris-virginica
|
||||
7.7,3.8,6.7,2.2,Iris-virginica
|
||||
7.7,2.6,6.9,2.3,Iris-virginica
|
||||
6.0,2.2,5.0,1.5,Iris-virginica
|
||||
6.9,3.2,5.7,2.3,Iris-virginica
|
||||
5.6,2.8,4.9,2.0,Iris-virginica
|
||||
7.7,2.8,6.7,2.0,Iris-virginica
|
||||
6.3,2.7,4.9,1.8,Iris-virginica
|
||||
6.7,3.3,5.7,2.1,Iris-virginica
|
||||
7.2,3.2,6.0,1.8,Iris-virginica
|
||||
6.2,2.8,4.8,1.8,Iris-virginica
|
||||
6.1,3.0,4.9,1.8,Iris-virginica
|
||||
6.4,2.8,5.6,2.1,Iris-virginica
|
||||
7.2,3.0,5.8,1.6,Iris-virginica
|
||||
7.4,2.8,6.1,1.9,Iris-virginica
|
||||
7.9,3.8,6.4,2.0,Iris-virginica
|
||||
6.4,2.8,5.6,2.2,Iris-virginica
|
||||
6.3,2.8,5.1,1.5,Iris-virginica
|
||||
6.1,2.6,5.6,1.4,Iris-virginica
|
||||
7.7,3.0,6.1,2.3,Iris-virginica
|
||||
6.3,3.4,5.6,2.4,Iris-virginica
|
||||
6.4,3.1,5.5,1.8,Iris-virginica
|
||||
6.0,3.0,4.8,1.8,Iris-virginica
|
||||
6.9,3.1,5.4,2.1,Iris-virginica
|
||||
6.7,3.1,5.6,2.4,Iris-virginica
|
||||
6.9,3.1,5.1,2.3,Iris-virginica
|
||||
5.8,2.7,5.1,1.9,Iris-virginica
|
||||
6.8,3.2,5.9,2.3,Iris-virginica
|
||||
6.7,3.3,5.7,2.5,Iris-virginica
|
||||
6.7,3.0,5.2,2.3,Iris-virginica
|
||||
6.3,2.5,5.0,1.9,Iris-virginica
|
||||
6.5,3.0,5.2,2.0,Iris-virginica
|
||||
6.2,3.4,5.4,2.3,Iris-virginica
|
||||
5.9,3.0,5.1,1.8,Iris-virginica
|
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
|
@ -0,0 +1 @@
|
|||
{"class":"org.apache.spark.mllib.classification.LogisticRegressionModel","version":"1.0","numFeatures":4,"numClasses":3}
|
|
@ -1,31 +1,32 @@
|
|||
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>apache-spark</artifactId>
|
||||
<version>1.0-SNAPSHOT</version>
|
||||
<name>apache-spark</name>
|
||||
<packaging>jar</packaging>
|
||||
<url>http://maven.apache.org</url>
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0"
|
||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>apache-spark</artifactId>
|
||||
<version>1.0-SNAPSHOT</version>
|
||||
<name>apache-spark</name>
|
||||
<packaging>jar</packaging>
|
||||
<url>http://maven.apache.org</url>
|
||||
|
||||
<parent>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>parent-modules</artifactId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</parent>
|
||||
<parent>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>parent-modules</artifactId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</parent>
|
||||
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
<artifactId>spark-core_2.11</artifactId>
|
||||
<version>${org.apache.spark.spark-core.version}</version>
|
||||
<scope>provided</scope>
|
||||
</dependency>
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
<artifactId>spark-sql_2.11</artifactId>
|
||||
<version>${org.apache.spark.spark-sql.version}</version>
|
||||
<scope>provided</scope>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
<artifactId>spark-core_2.11</artifactId>
|
||||
<version>${org.apache.spark.spark-core.version}</version>
|
||||
<scope>provided</scope>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
<artifactId>spark-sql_2.11</artifactId>
|
||||
<version>${org.apache.spark.spark-sql.version}</version>
|
||||
<scope>provided</scope>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
|
@ -33,6 +34,12 @@
|
|||
<version>${org.apache.spark.spark-streaming.version}</version>
|
||||
<scope>provided</scope>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
<artifactId>spark-mllib_2.11</artifactId>
|
||||
<version>${org.apache.spark.spark-mllib.version}</version>
|
||||
<scope>provided</scope>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
<artifactId>spark-streaming-kafka-0-10_2.11</artifactId>
|
||||
|
@ -48,46 +55,47 @@
|
|||
<artifactId>spark-cassandra-connector-java_2.11</artifactId>
|
||||
<version>${com.datastax.spark.spark-cassandra-connector-java.version}</version>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
</dependencies>
|
||||
|
||||
<build>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.apache.maven.plugins</groupId>
|
||||
<artifactId>maven-compiler-plugin</artifactId>
|
||||
<version>${maven-compiler-plugin.version}</version>
|
||||
<configuration>
|
||||
<source>${java.version}</source>
|
||||
<target>${java.version}</target>
|
||||
</configuration>
|
||||
</plugin>
|
||||
<plugin>
|
||||
<artifactId>maven-assembly-plugin</artifactId>
|
||||
<executions>
|
||||
<execution>
|
||||
<phase>package</phase>
|
||||
<goals>
|
||||
<goal>single</goal>
|
||||
</goals>
|
||||
</execution>
|
||||
</executions>
|
||||
<configuration>
|
||||
<descriptorRefs>
|
||||
<descriptorRef>jar-with-dependencies</descriptorRef>
|
||||
</descriptorRefs>
|
||||
</configuration>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</build>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.apache.maven.plugins</groupId>
|
||||
<artifactId>maven-compiler-plugin</artifactId>
|
||||
<version>${maven-compiler-plugin.version}</version>
|
||||
<configuration>
|
||||
<source>${java.version}</source>
|
||||
<target>${java.version}</target>
|
||||
</configuration>
|
||||
</plugin>
|
||||
<plugin>
|
||||
<artifactId>maven-assembly-plugin</artifactId>
|
||||
<executions>
|
||||
<execution>
|
||||
<phase>package</phase>
|
||||
<goals>
|
||||
<goal>single</goal>
|
||||
</goals>
|
||||
</execution>
|
||||
</executions>
|
||||
<configuration>
|
||||
<descriptorRefs>
|
||||
<descriptorRef>jar-with-dependencies</descriptorRef>
|
||||
</descriptorRefs>
|
||||
</configuration>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</build>
|
||||
|
||||
<properties>
|
||||
<org.apache.spark.spark-core.version>2.3.0</org.apache.spark.spark-core.version>
|
||||
<org.apache.spark.spark-sql.version>2.3.0</org.apache.spark.spark-sql.version>
|
||||
<org.apache.spark.spark-streaming.version>2.3.0</org.apache.spark.spark-streaming.version>
|
||||
<org.apache.spark.spark-streaming-kafka.version>2.3.0</org.apache.spark.spark-streaming-kafka.version>
|
||||
<com.datastax.spark.spark-cassandra-connector.version>2.3.0</com.datastax.spark.spark-cassandra-connector.version>
|
||||
<com.datastax.spark.spark-cassandra-connector-java.version>1.5.2</com.datastax.spark.spark-cassandra-connector-java.version>
|
||||
<properties>
|
||||
<org.apache.spark.spark-core.version>2.3.0</org.apache.spark.spark-core.version>
|
||||
<org.apache.spark.spark-sql.version>2.3.0</org.apache.spark.spark-sql.version>
|
||||
<org.apache.spark.spark-streaming.version>2.3.0</org.apache.spark.spark-streaming.version>
|
||||
<org.apache.spark.spark-mllib.version>2.3.0</org.apache.spark.spark-mllib.version>
|
||||
<org.apache.spark.spark-streaming-kafka.version>2.3.0</org.apache.spark.spark-streaming-kafka.version>
|
||||
<com.datastax.spark.spark-cassandra-connector.version>2.3.0</com.datastax.spark.spark-cassandra-connector.version>
|
||||
<com.datastax.spark.spark-cassandra-connector-java.version>1.5.2</com.datastax.spark.spark-cassandra-connector-java.version>
|
||||
<maven-compiler-plugin.version>3.2</maven-compiler-plugin.version>
|
||||
</properties>
|
||||
</properties>
|
||||
|
||||
</project>
|
||||
|
|
|
@ -0,0 +1,111 @@
|
|||
package com.baeldung.ml;
|
||||
|
||||
import java.util.HashMap;
|
||||
import java.util.Map;
|
||||
|
||||
import org.apache.log4j.Level;
|
||||
import org.apache.log4j.Logger;
|
||||
import org.apache.spark.SparkConf;
|
||||
import org.apache.spark.api.java.JavaPairRDD;
|
||||
import org.apache.spark.api.java.JavaRDD;
|
||||
import org.apache.spark.api.java.JavaSparkContext;
|
||||
import org.apache.spark.mllib.classification.LogisticRegressionModel;
|
||||
import org.apache.spark.mllib.classification.LogisticRegressionWithLBFGS;
|
||||
import org.apache.spark.mllib.evaluation.MulticlassMetrics;
|
||||
import org.apache.spark.mllib.linalg.Matrix;
|
||||
import org.apache.spark.mllib.linalg.Vector;
|
||||
import org.apache.spark.mllib.linalg.Vectors;
|
||||
import org.apache.spark.mllib.regression.LabeledPoint;
|
||||
import org.apache.spark.mllib.stat.MultivariateStatisticalSummary;
|
||||
import org.apache.spark.mllib.stat.Statistics;
|
||||
|
||||
import scala.Tuple2;
|
||||
|
||||
public class MachineLearningApp {
|
||||
|
||||
public static void main(String[] args) {
|
||||
|
||||
// 1. Setting the Spark Context
|
||||
SparkConf conf = new SparkConf().setAppName("Main")
|
||||
.setMaster("local[2]")
|
||||
.set("spark.executor.memory", "3g")
|
||||
.set("spark.driver.memory", "3g");
|
||||
JavaSparkContext sc = new JavaSparkContext(conf);
|
||||
Logger.getLogger("org")
|
||||
.setLevel(Level.OFF);
|
||||
Logger.getLogger("akka")
|
||||
.setLevel(Level.OFF);
|
||||
|
||||
// 2. Loading the Data-set
|
||||
String dataFile = "data\\iris.data";
|
||||
JavaRDD<String> data = sc.textFile(dataFile);
|
||||
|
||||
// 3. Exploratory Data Analysis
|
||||
// 3.1. Creating Vector of Input Data
|
||||
JavaRDD<Vector> inputData = data.map(line -> {
|
||||
String[] parts = line.split(",");
|
||||
double[] v = new double[parts.length - 1];
|
||||
for (int i = 0; i < parts.length - 1; i++) {
|
||||
v[i] = Double.parseDouble(parts[i]);
|
||||
}
|
||||
return Vectors.dense(v);
|
||||
});
|
||||
// 3.2. Performing Statistical Analysis
|
||||
MultivariateStatisticalSummary summary = Statistics.colStats(inputData.rdd());
|
||||
System.out.println("Summary Mean:");
|
||||
System.out.println(summary.mean());
|
||||
System.out.println("Summary Variance:");
|
||||
System.out.println(summary.variance());
|
||||
System.out.println("Summary Non-zero:");
|
||||
System.out.println(summary.numNonzeros());
|
||||
// 3.3. Performing Correlation Analysis
|
||||
Matrix correlMatrix = Statistics.corr(inputData.rdd(), "pearson");
|
||||
System.out.println("Correlation Matrix:");
|
||||
System.out.println(correlMatrix.toString());
|
||||
|
||||
// 4. Data Preparation
|
||||
// 4.1. Creating Map for Textual Output Labels
|
||||
Map<String, Integer> map = new HashMap<String, Integer>();
|
||||
map.put("Iris-setosa", 0);
|
||||
map.put("Iris-versicolor", 1);
|
||||
map.put("Iris-virginica", 2);
|
||||
// 4.2. Creating LabeledPoint of Input and Output Data
|
||||
JavaRDD<LabeledPoint> parsedData = data.map(line -> {
|
||||
String[] parts = line.split(",");
|
||||
double[] v = new double[parts.length - 1];
|
||||
for (int i = 0; i < parts.length - 1; i++) {
|
||||
v[i] = Double.parseDouble(parts[i]);
|
||||
}
|
||||
return new LabeledPoint(map.get(parts[parts.length - 1]), Vectors.dense(v));
|
||||
});
|
||||
|
||||
// 5. Data Splitting into 80% Training and 20% Test Sets
|
||||
JavaRDD<LabeledPoint>[] splits = parsedData.randomSplit(new double[] { 0.8, 0.2 }, 11L);
|
||||
JavaRDD<LabeledPoint> trainingData = splits[0].cache();
|
||||
JavaRDD<LabeledPoint> testData = splits[1];
|
||||
|
||||
// 6. Modeling
|
||||
// 6.1. Model Training
|
||||
LogisticRegressionModel model = new LogisticRegressionWithLBFGS().setNumClasses(3)
|
||||
.run(trainingData.rdd());
|
||||
// 6.2. Model Evaluation
|
||||
JavaPairRDD<Object, Object> predictionAndLabels = testData.mapToPair(p -> new Tuple2<>(model.predict(p.features()), p.label()));
|
||||
MulticlassMetrics metrics = new MulticlassMetrics(predictionAndLabels.rdd());
|
||||
double accuracy = metrics.accuracy();
|
||||
System.out.println("Model Accuracy on Test Data: " + accuracy);
|
||||
|
||||
// 7. Model Saving and Loading
|
||||
// 7.1. Model Saving
|
||||
model.save(sc.sc(), "model\\logistic-regression");
|
||||
// 7.2. Model Loading
|
||||
LogisticRegressionModel sameModel = LogisticRegressionModel.load(sc.sc(), "model\\logistic-regression");
|
||||
// 7.3. Prediction on New Data
|
||||
Vector newData = Vectors.dense(new double[] { 1, 1, 1, 1 });
|
||||
double prediction = sameModel.predict(newData);
|
||||
System.out.println("Model Prediction on New Data = " + prediction);
|
||||
|
||||
// 8. Clean-up
|
||||
sc.close();
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,31 @@
|
|||
|
||||
load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_jar")
|
||||
load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
|
||||
|
||||
|
||||
RULES_JVM_EXTERNAL_TAG = "2.0.1"
|
||||
RULES_JVM_EXTERNAL_SHA = "55e8d3951647ae3dffde22b4f7f8dee11b3f70f3f89424713debd7076197eaca"
|
||||
|
||||
http_archive(
|
||||
name = "rules_jvm_external",
|
||||
strip_prefix = "rules_jvm_external-%s" % RULES_JVM_EXTERNAL_TAG,
|
||||
sha256 = RULES_JVM_EXTERNAL_SHA,
|
||||
url = "https://github.com/bazelbuild/rules_jvm_external/archive/%s.zip" % RULES_JVM_EXTERNAL_TAG,
|
||||
)
|
||||
|
||||
load("@rules_jvm_external//:defs.bzl", "maven_install")
|
||||
|
||||
maven_install(
|
||||
artifacts = [
|
||||
"org.apache.commons:commons-lang3:3.9"
|
||||
],
|
||||
repositories = [
|
||||
"https://repo1.maven.org/maven2",
|
||||
]
|
||||
)
|
||||
|
||||
http_jar (
|
||||
name = "apache-commons-lang",
|
||||
url = "https://repo1.maven.org/maven2/org/apache/commons/commons-lang3/3.9/commons-lang3-3.9.jar"
|
||||
)
|
||||
|
|
@ -0,0 +1,7 @@
|
|||
|
||||
java_binary (
|
||||
name = "BazelApp",
|
||||
srcs = glob(["src/main/java/com/baeldung/*.java"]),
|
||||
main_class = "com.baeldung.BazelApp",
|
||||
deps = ["//bazelgreeting:greeter", "@maven//:org_apache_commons_commons_lang3"]
|
||||
)
|
|
@ -0,0 +1,28 @@
|
|||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0"
|
||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<parent>
|
||||
<artifactId>bazel</artifactId>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</parent>
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
|
||||
<artifactId>bazelapp</artifactId>
|
||||
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>bazelgreeting</artifactId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.commons</groupId>
|
||||
<artifactId>commons-lang3</artifactId>
|
||||
<version>3.9</version>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
|
||||
|
||||
</project>
|
|
@ -0,0 +1,15 @@
|
|||
package com.baeldung;
|
||||
|
||||
import com.baeldung.Greetings;
|
||||
import org.apache.commons.lang3.StringUtils;
|
||||
|
||||
public class BazelApp {
|
||||
|
||||
public static void main(String ... args) {
|
||||
Greetings greetings = new Greetings();
|
||||
|
||||
System.out.println(greetings.greet("Bazel"));
|
||||
|
||||
System.out.println(StringUtils.lowerCase("Bazel"));
|
||||
}
|
||||
}
|
|
@ -0,0 +1,6 @@
|
|||
|
||||
java_library (
|
||||
name = "greeter",
|
||||
srcs = glob(["src/main/java/com/baeldung/*.java"]),
|
||||
visibility = ["//bazelapp:__pkg__"]
|
||||
)
|
|
@ -0,0 +1,15 @@
|
|||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0"
|
||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<parent>
|
||||
<artifactId>bazel</artifactId>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</parent>
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
|
||||
<artifactId>bazelgreeting</artifactId>
|
||||
|
||||
|
||||
</project>
|
|
@ -0,0 +1,8 @@
|
|||
package com.baeldung;
|
||||
|
||||
public class Greetings {
|
||||
|
||||
public String greet(String name) {
|
||||
return "Hello ".concat(name);
|
||||
}
|
||||
}
|
|
@ -0,0 +1,20 @@
|
|||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0"
|
||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<parent>
|
||||
<artifactId>parent-modules</artifactId>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
</parent>
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
|
||||
<artifactId>bazel</artifactId>
|
||||
<packaging>pom</packaging>
|
||||
<modules>
|
||||
<module>bazelgreeting</module>
|
||||
<module>bazelapp</module>
|
||||
</modules>
|
||||
|
||||
|
||||
</project>
|
|
@ -8,3 +8,4 @@
|
|||
- [Pattern Matching in Strings in Groovy](https://www.baeldung.com/groovy-pattern-matching)
|
||||
- [Working with XML in Groovy](https://www.baeldung.com/groovy-xml)
|
||||
- [Integrating Groovy into Java Applications](https://www.baeldung.com/groovy-java-applications)
|
||||
- [Concatenate Strings with Groovy](https://www.baeldung.com/groovy-concatenate-strings)
|
||||
|
|
|
@ -0,0 +1,45 @@
|
|||
package com.baeldung.metaprogramming
|
||||
|
||||
import groovy.transform.AutoClone
|
||||
import groovy.transform.Canonical
|
||||
import groovy.transform.EqualsAndHashCode
|
||||
import groovy.transform.ToString
|
||||
import groovy.transform.TupleConstructor
|
||||
import groovy.util.logging.*
|
||||
|
||||
@Canonical
|
||||
@TupleConstructor
|
||||
@EqualsAndHashCode
|
||||
@ToString(includePackage=false, excludes=['id'])
|
||||
@Log
|
||||
@AutoClone
|
||||
class Employee {
|
||||
|
||||
long id
|
||||
String firstName
|
||||
String lastName
|
||||
int age
|
||||
|
||||
//method to catch missing property's getter
|
||||
def propertyMissing(String propertyName) {
|
||||
log.info "$propertyName is not available"
|
||||
"property '$propertyName' is not available"
|
||||
}
|
||||
|
||||
//method to catch missing property's setter
|
||||
def propertyMissing(String propertyName, propertyValue) {
|
||||
println "property '$propertyName' is not available"
|
||||
log.info "$propertyName is not available"
|
||||
"property '$propertyName' is not available"
|
||||
}
|
||||
|
||||
def methodMissing(String methodName, def methodArgs) {
|
||||
log.info "$methodName is not defined"
|
||||
"method '$methodName' is not defined"
|
||||
}
|
||||
|
||||
def logEmp() {
|
||||
log.info "Employee: $lastName, $firstName is of $age years age"
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,30 @@
|
|||
package com.baeldung.metaprogramming.extension
|
||||
|
||||
import com.baeldung.metaprogramming.Employee
|
||||
|
||||
class BasicExtensions {
|
||||
|
||||
static int getYearOfBirth(Employee self) {
|
||||
return (new Date().getYear() + 1900) - self.age;
|
||||
}
|
||||
|
||||
static String capitalize(String self) {
|
||||
return self.substring(0, 1).toUpperCase() + self.substring(1)
|
||||
}
|
||||
|
||||
static void printCounter(Integer self) {
|
||||
while (self>0) {
|
||||
println self
|
||||
self--
|
||||
}
|
||||
}
|
||||
|
||||
static Long square(Long self) {
|
||||
return self*self
|
||||
}
|
||||
|
||||
static BigDecimal cube(BigDecimal self) {
|
||||
return self*self*self
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,10 @@
|
|||
package com.baeldung.metaprogramming.extension
|
||||
|
||||
import com.baeldung.metaprogramming.Employee
|
||||
|
||||
class StaticEmployeeExtension {
|
||||
|
||||
static Employee getDefaultObj(Employee self) {
|
||||
return new Employee(firstName: "firstName", lastName: "lastName", age: 20)
|
||||
}
|
||||
}
|
|
@ -0,0 +1,4 @@
|
|||
moduleName=core-groovy-2
|
||||
moduleVersion=1.0-SNAPSHOT
|
||||
extensionClasses=com.baeldung.metaprogramming.extension.BasicExtensions
|
||||
staticExtensionClasses=com.baeldung.metaprogramming.extension.StaticEmployeeExtension
|
|
@ -0,0 +1,118 @@
|
|||
package com.baeldung.metaprogramming
|
||||
|
||||
import groovy.time.TimeCategory
|
||||
|
||||
class MetaprogrammingUnitTest extends GroovyTestCase {
|
||||
|
||||
Employee emp = new Employee(firstName: "Norman", lastName: "Lewis")
|
||||
|
||||
void testPropertyMissing() {
|
||||
assert emp.address == "property 'address' is not available"
|
||||
}
|
||||
|
||||
void testMethodMissing() {
|
||||
Employee emp = new Employee()
|
||||
try {
|
||||
emp.getFullName()
|
||||
} catch(MissingMethodException e) {
|
||||
println "method is not defined"
|
||||
}
|
||||
assert emp.getFullName() == "method 'getFullName' is not defined"
|
||||
}
|
||||
|
||||
void testMetaClassProperty() {
|
||||
Employee.metaClass.address = ""
|
||||
emp = new Employee(firstName: "Norman", lastName: "Lewis", address: "US")
|
||||
assert emp.address == "US"
|
||||
}
|
||||
|
||||
void testMetaClassMethod() {
|
||||
emp.metaClass.getFullName = {
|
||||
"$lastName, $firstName"
|
||||
}
|
||||
assert emp.getFullName() == "Lewis, Norman"
|
||||
}
|
||||
|
||||
void testMetaClassConstructor() {
|
||||
try {
|
||||
Employee emp = new Employee("Norman")
|
||||
} catch(GroovyRuntimeException e) {
|
||||
assert e.message == "Could not find matching constructor for: com.baeldung.metaprogramming.Employee(String)"
|
||||
}
|
||||
|
||||
Employee.metaClass.constructor = { String firstName ->
|
||||
new Employee(firstName: firstName)
|
||||
}
|
||||
|
||||
Employee norman = new Employee("Norman")
|
||||
assert norman.firstName == "Norman"
|
||||
assert norman.lastName == null
|
||||
}
|
||||
|
||||
void testJavaMetaClass() {
|
||||
String.metaClass.capitalize = { String str ->
|
||||
str.substring(0, 1).toUpperCase() + str.substring(1);
|
||||
}
|
||||
assert "norman".capitalize() == "Norman"
|
||||
}
|
||||
|
||||
void testEmployeeExtension() {
|
||||
Employee emp = new Employee(age: 28)
|
||||
assert emp.getYearOfBirth() == 1991
|
||||
}
|
||||
|
||||
void testJavaClassesExtensions() {
|
||||
5.printCounter()
|
||||
|
||||
assert 40l.square() == 1600l
|
||||
|
||||
assert (2.98).cube() == 26.463592
|
||||
}
|
||||
|
||||
void testStaticEmployeeExtension() {
|
||||
assert Employee.getDefaultObj().firstName == "firstName"
|
||||
assert Employee.getDefaultObj().lastName == "lastName"
|
||||
assert Employee.getDefaultObj().age == 20
|
||||
}
|
||||
|
||||
void testToStringAnnotation() {
|
||||
Employee employee = new Employee()
|
||||
employee.id = 1
|
||||
employee.firstName = "norman"
|
||||
employee.lastName = "lewis"
|
||||
employee.age = 28
|
||||
|
||||
assert employee.toString() == "Employee(norman, lewis, 28)"
|
||||
}
|
||||
|
||||
void testTupleConstructorAnnotation() {
|
||||
Employee norman = new Employee(1, "norman", "lewis", 28)
|
||||
assert norman.toString() == "Employee(norman, lewis, 28)"
|
||||
|
||||
Employee snape = new Employee(2, "snape")
|
||||
assert snape.toString() == "Employee(snape, null, 0)"
|
||||
|
||||
}
|
||||
|
||||
void testEqualsAndHashCodeAnnotation() {
|
||||
Employee norman = new Employee(1, "norman", "lewis", 28)
|
||||
Employee normanCopy = new Employee(1, "norman", "lewis", 28)
|
||||
assert norman.equals(normanCopy)
|
||||
assert norman.hashCode() == normanCopy.hashCode()
|
||||
}
|
||||
|
||||
void testAutoCloneAnnotation() {
|
||||
try {
|
||||
Employee norman = new Employee(1, "norman", "lewis", 28)
|
||||
def normanCopy = norman.clone()
|
||||
assert norman == normanCopy
|
||||
} catch(CloneNotSupportedException e) {
|
||||
e.printStackTrace()
|
||||
}
|
||||
}
|
||||
|
||||
void testLoggingAnnotation() {
|
||||
Employee employee = new Employee(1, "Norman", "Lewis", 28)
|
||||
employee.logEmp()
|
||||
}
|
||||
}
|
|
@ -7,3 +7,4 @@
|
|||
- [How to Delay Code Execution in Java](https://www.baeldung.com/java-delay-code-execution)
|
||||
- [Run JAR Application With Command Line Arguments](https://www.baeldung.com/java-run-jar-with-arguments)
|
||||
- [Java 8 Stream skip() vs limit()](https://www.baeldung.com/java-stream-skip-vs-limit)
|
||||
- [Guide to Java BiFunction Interface](https://www.baeldung.com/java-bifunction-interface)
|
||||
|
|
|
@ -4,14 +4,10 @@
|
|||
|
||||
### Relevant Articles:
|
||||
- [Guide to Java 8’s Collectors](http://www.baeldung.com/java-8-collectors)
|
||||
- [Functional Interfaces in Java 8](http://www.baeldung.com/java-8-functional-interfaces)
|
||||
- [Java 8 – Powerful Comparison with Lambdas](http://www.baeldung.com/java-8-sort-lambda)
|
||||
- [New Features in Java 8](http://www.baeldung.com/java-8-new-features)
|
||||
- [Lambda Expressions and Functional Interfaces: Tips and Best Practices](http://www.baeldung.com/java-8-lambda-expressions-tips)
|
||||
- [The Double Colon Operator in Java 8](http://www.baeldung.com/java-8-double-colon-operator)
|
||||
- [Guide to Java 8 groupingBy Collector](http://www.baeldung.com/java-groupingby-collector)
|
||||
- [Strategy Design Pattern in Java 8](http://www.baeldung.com/java-strategy-pattern)
|
||||
- [Exceptions in Java 8 Lambda Expressions](http://www.baeldung.com/java-lambda-exceptions)
|
||||
- [Guide to Java 8 Comparator.comparing()](http://www.baeldung.com/java-8-comparator-comparing)
|
||||
- [Guide To Java 8 Optional](http://www.baeldung.com/java-optional)
|
||||
- [Guide to the Java 8 forEach](http://www.baeldung.com/foreach-java)
|
||||
|
@ -38,6 +34,5 @@
|
|||
- [Java @SafeVarargs Annotation](https://www.baeldung.com/java-safevarargs)
|
||||
- [Java @Deprecated Annotation](https://www.baeldung.com/java-deprecated)
|
||||
- [Java 8 Predicate Chain](https://www.baeldung.com/java-predicate-chain)
|
||||
- [Method References in Java](https://www.baeldung.com/java-method-references)
|
||||
- [Creating a Custom Annotation in Java](https://www.baeldung.com/java-custom-annotation)
|
||||
- [The Difference Between Collection.stream().forEach() and Collection.forEach()](https://www.baeldung.com/java-collection-stream-foreach)
|
||||
|
|
|
@ -1,3 +1,5 @@
|
|||
## Relevant Articles
|
||||
|
||||
- [Extending an Array’s Length](https://www.baeldung.com/java-array-add-element-at-the-end)
|
||||
- [Checking If an Array Is Sorted in Java](https://www.baeldung.com/java-check-sorted-array)
|
||||
- [Looping Diagonally Through a 2d Java Array](https://www.baeldung.com/java-loop-diagonal-array)
|
||||
|
|
|
@ -7,7 +7,7 @@
|
|||
- [Check if a Java Array Contains a Value](http://www.baeldung.com/java-array-contains-value)
|
||||
- [Initializing Arrays in Java](http://www.baeldung.com/java-initialize-array)
|
||||
- [Guide to the java.util.Arrays Class](http://www.baeldung.com/java-util-arrays)
|
||||
- [Jagged Arrays In Java](http://www.baeldung.com/java-jagged-arrays)
|
||||
- [Multi-Dimensional Arrays In Java](http://www.baeldung.com/java-jagged-arrays)
|
||||
- [Find Sum and Average in a Java Array](http://www.baeldung.com/java-array-sum-average)
|
||||
- [Arrays in Java: A Reference Guide](https://www.baeldung.com/java-arrays-guide)
|
||||
- [How to Invert an Array in Java](http://www.baeldung.com/java-invert-array)
|
||||
|
@ -16,3 +16,4 @@
|
|||
- [Sorting Arrays in Java](https://www.baeldung.com/java-sorting-arrays)
|
||||
- [Convert a Float to a Byte Array in Java](https://www.baeldung.com/java-convert-float-to-byte-array)
|
||||
- [Converting Between Stream and Array in Java](https://www.baeldung.com/java-stream-to-array)
|
||||
- [Removing an Element from an Array in Java](https://www.baeldung.com/java-array-remove-element)
|
||||
|
|
|
@ -0,0 +1,12 @@
|
|||
package com.baeldung.concurrent.mutex;
|
||||
|
||||
public class SequenceGenerator {
|
||||
|
||||
private int currentValue = 0;
|
||||
|
||||
public int getNextSequence() {
|
||||
currentValue = currentValue + 1;
|
||||
return currentValue;
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,19 @@
|
|||
package com.baeldung.concurrent.mutex;
|
||||
|
||||
import com.google.common.util.concurrent.Monitor;
|
||||
|
||||
public class SequenceGeneratorUsingMonitor extends SequenceGenerator {
|
||||
|
||||
private Monitor mutex = new Monitor();
|
||||
|
||||
@Override
|
||||
public int getNextSequence() {
|
||||
mutex.enter();
|
||||
try {
|
||||
return super.getNextSequence();
|
||||
} finally {
|
||||
mutex.leave();
|
||||
}
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,19 @@
|
|||
package com.baeldung.concurrent.mutex;
|
||||
|
||||
import java.util.concurrent.locks.ReentrantLock;
|
||||
|
||||
public class SequenceGeneratorUsingReentrantLock extends SequenceGenerator {
|
||||
|
||||
private ReentrantLock mutex = new ReentrantLock();
|
||||
|
||||
@Override
|
||||
public int getNextSequence() {
|
||||
try {
|
||||
mutex.lock();
|
||||
return super.getNextSequence();
|
||||
} finally {
|
||||
mutex.unlock();
|
||||
}
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,21 @@
|
|||
package com.baeldung.concurrent.mutex;
|
||||
|
||||
import java.util.concurrent.Semaphore;
|
||||
|
||||
public class SequenceGeneratorUsingSemaphore extends SequenceGenerator {
|
||||
|
||||
private Semaphore mutex = new Semaphore(1);
|
||||
|
||||
@Override
|
||||
public int getNextSequence() {
|
||||
try {
|
||||
mutex.acquire();
|
||||
return super.getNextSequence();
|
||||
} catch (InterruptedException e) {
|
||||
throw new RuntimeException("Exception in critical section.", e);
|
||||
} finally {
|
||||
mutex.release();
|
||||
}
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,14 @@
|
|||
package com.baeldung.concurrent.mutex;
|
||||
|
||||
public class SequenceGeneratorUsingSynchronizedBlock extends SequenceGenerator {
|
||||
|
||||
private Object mutex = new Object();
|
||||
|
||||
@Override
|
||||
public int getNextSequence() {
|
||||
synchronized (mutex) {
|
||||
return super.getNextSequence();
|
||||
}
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,10 @@
|
|||
package com.baeldung.concurrent.mutex;
|
||||
|
||||
public class SequenceGeneratorUsingSynchronizedMethod extends SequenceGenerator {
|
||||
|
||||
@Override
|
||||
public synchronized int getNextSequence() {
|
||||
return super.getNextSequence();
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,80 @@
|
|||
package com.baeldung.concurrent.mutex;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.LinkedHashSet;
|
||||
import java.util.List;
|
||||
import java.util.Set;
|
||||
import java.util.concurrent.ExecutorService;
|
||||
import java.util.concurrent.Executors;
|
||||
import java.util.concurrent.Future;
|
||||
import java.util.concurrent.TimeUnit;
|
||||
|
||||
import org.junit.Assert;
|
||||
import org.junit.Test;
|
||||
|
||||
public class MutexUnitTest {
|
||||
|
||||
// @Test
|
||||
// This test verifies the race condition use case, it may pass or fail based on execution environment
|
||||
// Uncomment @Test to run it
|
||||
public void givenUnsafeSequenceGenerator_whenRaceCondition_thenUnexpectedBehavior() throws Exception {
|
||||
int count = 1000;
|
||||
Set<Integer> uniqueSequences = getUniqueSequences(new SequenceGenerator(), count);
|
||||
Assert.assertNotEquals(count, uniqueSequences.size());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenSequenceGeneratorUsingSynchronizedMethod_whenRaceCondition_thenSuccess() throws Exception {
|
||||
int count = 1000;
|
||||
Set<Integer> uniqueSequences = getUniqueSequences(new SequenceGeneratorUsingSynchronizedMethod(), count);
|
||||
Assert.assertEquals(count, uniqueSequences.size());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenSequenceGeneratorUsingSynchronizedBlock_whenRaceCondition_thenSuccess() throws Exception {
|
||||
int count = 1000;
|
||||
Set<Integer> uniqueSequences = getUniqueSequences(new SequenceGeneratorUsingSynchronizedBlock(), count);
|
||||
Assert.assertEquals(count, uniqueSequences.size());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenSequenceGeneratorUsingReentrantLock_whenRaceCondition_thenSuccess() throws Exception {
|
||||
int count = 1000;
|
||||
Set<Integer> uniqueSequences = getUniqueSequences(new SequenceGeneratorUsingReentrantLock(), count);
|
||||
Assert.assertEquals(count, uniqueSequences.size());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenSequenceGeneratorUsingSemaphore_whenRaceCondition_thenSuccess() throws Exception {
|
||||
int count = 1000;
|
||||
Set<Integer> uniqueSequences = getUniqueSequences(new SequenceGeneratorUsingSemaphore(), count);
|
||||
Assert.assertEquals(count, uniqueSequences.size());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenSequenceGeneratorUsingMonitor_whenRaceCondition_thenSuccess() throws Exception {
|
||||
int count = 1000;
|
||||
Set<Integer> uniqueSequences = getUniqueSequences(new SequenceGeneratorUsingMonitor(), count);
|
||||
Assert.assertEquals(count, uniqueSequences.size());
|
||||
}
|
||||
|
||||
private Set<Integer> getUniqueSequences(SequenceGenerator generator, int count) throws Exception {
|
||||
ExecutorService executor = Executors.newFixedThreadPool(3);
|
||||
Set<Integer> uniqueSequences = new LinkedHashSet<>();
|
||||
List<Future<Integer>> futures = new ArrayList<>();
|
||||
|
||||
for (int i = 0; i < count; i++) {
|
||||
futures.add(executor.submit(generator::getNextSequence));
|
||||
}
|
||||
|
||||
for (Future<Integer> future : futures) {
|
||||
uniqueSequences.add(future.get());
|
||||
}
|
||||
|
||||
executor.awaitTermination(1, TimeUnit.SECONDS);
|
||||
executor.shutdown();
|
||||
|
||||
return uniqueSequences;
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,43 @@
|
|||
package com.baeldung.exceptions;
|
||||
|
||||
import java.io.File;
|
||||
import java.io.FileInputStream;
|
||||
import java.io.FileNotFoundException;
|
||||
|
||||
public class CheckedUncheckedExceptions {
|
||||
public static void checkedExceptionWithThrows() throws FileNotFoundException {
|
||||
File file = new File("not_existing_file.txt");
|
||||
FileInputStream stream = new FileInputStream(file);
|
||||
}
|
||||
|
||||
public static void checkedExceptionWithTryCatch() {
|
||||
File file = new File("not_existing_file.txt");
|
||||
try {
|
||||
FileInputStream stream = new FileInputStream(file);
|
||||
} catch (FileNotFoundException e) {
|
||||
e.printStackTrace();
|
||||
}
|
||||
}
|
||||
|
||||
public static int divideByZero() {
|
||||
int numerator = 1;
|
||||
int denominator = 0;
|
||||
return numerator / denominator;
|
||||
}
|
||||
|
||||
public static void checkFile(String fileName) throws IncorrectFileNameException {
|
||||
if (fileName == null || fileName.isEmpty()) {
|
||||
throw new NullOrEmptyException("The filename is null.");
|
||||
}
|
||||
if (!isCorrectFileName(fileName)) {
|
||||
throw new IncorrectFileNameException("Incorrect filename : " + fileName);
|
||||
}
|
||||
}
|
||||
|
||||
private static boolean isCorrectFileName(String fileName) {
|
||||
if (fileName.equals("wrongFileName.txt"))
|
||||
return false;
|
||||
else
|
||||
return true;
|
||||
}
|
||||
}
|
|
@ -0,0 +1,13 @@
|
|||
package com.baeldung.exceptions;
|
||||
|
||||
public class IncorrectFileNameException extends Exception {
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
public IncorrectFileNameException(String errorMessage) {
|
||||
super(errorMessage);
|
||||
}
|
||||
|
||||
public IncorrectFileNameException(String errorMessage, Throwable thr) {
|
||||
super(errorMessage, thr);
|
||||
}
|
||||
}
|
|
@ -0,0 +1,14 @@
|
|||
package com.baeldung.exceptions;
|
||||
|
||||
public class NullOrEmptyException extends RuntimeException {
|
||||
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
public NullOrEmptyException(String errorMessage) {
|
||||
super(errorMessage);
|
||||
}
|
||||
|
||||
public NullOrEmptyException(String errorMessage, Throwable thr) {
|
||||
super(errorMessage, thr);
|
||||
}
|
||||
}
|
|
@ -0,0 +1,55 @@
|
|||
package com.baeldung.exceptions;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertThrows;
|
||||
|
||||
import java.io.FileNotFoundException;
|
||||
|
||||
import org.junit.jupiter.api.Assertions;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
/**
|
||||
* Tests the {@link CheckedUncheckedExceptions}.
|
||||
*/
|
||||
public class CheckedUncheckedExceptionsUnitTest {
|
||||
|
||||
@Test
|
||||
public void whenFileNotExist_thenThrowException() {
|
||||
assertThrows(FileNotFoundException.class, () -> {
|
||||
CheckedUncheckedExceptions.checkedExceptionWithThrows();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
public void whenTryCatchExcetpion_thenSuccess() {
|
||||
try {
|
||||
CheckedUncheckedExceptions.checkedExceptionWithTryCatch();
|
||||
} catch (Exception e) {
|
||||
Assertions.fail(e.getMessage());
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
public void whenDivideByZero_thenThrowException() {
|
||||
assertThrows(ArithmeticException.class, () -> {
|
||||
CheckedUncheckedExceptions.divideByZero();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
public void whenInvalidFile_thenThrowException() {
|
||||
|
||||
assertThrows(IncorrectFileNameException.class, () -> {
|
||||
CheckedUncheckedExceptions.checkFile("wrongFileName.txt");
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
public void whenNullOrEmptyFile_thenThrowException() {
|
||||
assertThrows(NullOrEmptyException.class, () -> {
|
||||
CheckedUncheckedExceptions.checkFile(null);
|
||||
});
|
||||
assertThrows(NullOrEmptyException.class, () -> {
|
||||
CheckedUncheckedExceptions.checkFile("");
|
||||
});
|
||||
}
|
||||
}
|
|
@ -1,4 +1,4 @@
|
|||
package org.baeldung.java.io;
|
||||
package org.baeldung.writetofile;
|
||||
|
||||
import static org.junit.Assert.assertEquals;
|
||||
|
|
@ -0,0 +1,65 @@
|
|||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0"
|
||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
|
||||
<groupId>com.baeldung.jndi</groupId>
|
||||
<artifactId>core-java-jndi</artifactId>
|
||||
<version>1.0-SNAPSHOT</version>
|
||||
|
||||
<parent>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>parent-modules</artifactId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
<relativePath>../../</relativePath>
|
||||
</parent>
|
||||
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>org.junit.jupiter</groupId>
|
||||
<artifactId>junit-jupiter</artifactId>
|
||||
<version>5.5.1</version>
|
||||
<scope>test</scope>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.springframework</groupId>
|
||||
<artifactId>spring-core</artifactId>
|
||||
<version>5.0.9.RELEASE</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.springframework</groupId>
|
||||
<artifactId>spring-context</artifactId>
|
||||
<version>5.0.9.RELEASE</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.springframework</groupId>
|
||||
<artifactId>spring-jdbc</artifactId>
|
||||
<version>5.0.9.RELEASE</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.springframework</groupId>
|
||||
<artifactId>spring-test</artifactId>
|
||||
<version>5.0.9.RELEASE</version>
|
||||
<scope>test</scope>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>com.h2database</groupId>
|
||||
<artifactId>h2</artifactId>
|
||||
<version>1.4.199</version>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
|
||||
<build>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.apache.maven.plugins</groupId>
|
||||
<artifactId>maven-compiler-plugin</artifactId>
|
||||
<configuration>
|
||||
<source>1.8</source>
|
||||
<target>1.8</target>
|
||||
</configuration>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</build>
|
||||
</project>
|
|
@ -0,0 +1,60 @@
|
|||
package com.baeldung.jndi;
|
||||
|
||||
import org.junit.jupiter.api.BeforeAll;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.springframework.jdbc.datasource.DriverManagerDataSource;
|
||||
import org.springframework.jndi.JndiTemplate;
|
||||
import org.springframework.mock.jndi.SimpleNamingContextBuilder;
|
||||
|
||||
import javax.naming.*;
|
||||
import javax.sql.DataSource;
|
||||
|
||||
import java.util.Enumeration;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.*;
|
||||
|
||||
class JndiUnitTest {
|
||||
|
||||
private static InitialContext ctx;
|
||||
private static DriverManagerDataSource ds;
|
||||
|
||||
@BeforeAll
|
||||
static void setUp() throws Exception {
|
||||
SimpleNamingContextBuilder builder = new SimpleNamingContextBuilder();
|
||||
ds = new DriverManagerDataSource("jdbc:h2:mem:mydb");
|
||||
builder.activate();
|
||||
|
||||
JndiTemplate jndiTemplate = new JndiTemplate();
|
||||
ctx = (InitialContext) jndiTemplate.getContext();
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenACompositeName_whenAddingAnElement_thenNameIncludesIt() throws Exception {
|
||||
Name objectName = new CompositeName("java:comp/env/jdbc");
|
||||
|
||||
Enumeration<String> elements = objectName.getAll();
|
||||
while(elements.hasMoreElements()) {
|
||||
System.out.println(elements.nextElement());
|
||||
}
|
||||
|
||||
objectName.add("example");
|
||||
|
||||
assertEquals("env", objectName.get(1));
|
||||
assertEquals("example", objectName.get(objectName.size() - 1));
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenADataSource_whenAddingDriver_thenBind() throws Exception {
|
||||
ds.setDriverClassName("org.h2.Driver");
|
||||
ctx.bind("java:comp/env/jdbc/datasource", ds);
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenContext_whenLookupByName_thenValidDataSource() throws Exception {
|
||||
DataSource ds = (DataSource) ctx.lookup("java:comp/env/jdbc/datasource");
|
||||
|
||||
assertNotNull(ds);
|
||||
assertNotNull(ds.getConnection());
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,42 @@
|
|||
package com.baeldung.jndi.exceptions;
|
||||
|
||||
import org.junit.jupiter.api.MethodOrderer;
|
||||
import org.junit.jupiter.api.Order;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.jupiter.api.TestMethodOrder;
|
||||
import org.springframework.jndi.JndiTemplate;
|
||||
import org.springframework.mock.jndi.SimpleNamingContextBuilder;
|
||||
|
||||
import javax.naming.InitialContext;
|
||||
import javax.naming.NameNotFoundException;
|
||||
import javax.naming.NoInitialContextException;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertThrows;
|
||||
|
||||
@TestMethodOrder(MethodOrderer.OrderAnnotation.class)
|
||||
public class JndiExceptionsUnitTest {
|
||||
|
||||
@Test
|
||||
@Order(1)
|
||||
void givenNoContext_whenLookupObject_thenThrowNoInitialContext() {
|
||||
assertThrows(NoInitialContextException.class, () -> {
|
||||
JndiTemplate jndiTemplate = new JndiTemplate();
|
||||
InitialContext ctx = (InitialContext) jndiTemplate.getContext();
|
||||
ctx.lookup("java:comp/env/jdbc/datasource");
|
||||
}).printStackTrace();
|
||||
}
|
||||
|
||||
@Test
|
||||
@Order(2)
|
||||
void givenEmptyContext_whenLookupNotBounds_thenThrowNameNotFound() {
|
||||
assertThrows(NameNotFoundException.class, () -> {
|
||||
SimpleNamingContextBuilder builder = new SimpleNamingContextBuilder();
|
||||
builder.activate();
|
||||
|
||||
JndiTemplate jndiTemplate = new JndiTemplate();
|
||||
InitialContext ctx = (InitialContext) jndiTemplate.getContext();
|
||||
ctx.lookup("badJndiName");
|
||||
}).printStackTrace();
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,3 @@
|
|||
### Relevant Articles
|
||||
|
||||
- [Design Strategies for Decoupling Java Modules](https://www.baeldung.com/java-modules-decoupling-design-strategies)
|
|
@ -1,3 +1,8 @@
|
|||
## Relevant articles:
|
||||
|
||||
- [Why Do Local Variables Used in Lambdas Have to Be Final or Effectively Final?](https://www.baeldung.com/java-lambda-effectively-final-local-variables)
|
||||
- [Java 8 – Powerful Comparison with Lambdas](http://www.baeldung.com/java-8-sort-lambda)
|
||||
- [Functional Interfaces in Java 8](http://www.baeldung.com/java-8-functional-interfaces)
|
||||
- [Lambda Expressions and Functional Interfaces: Tips and Best Practices](http://www.baeldung.com/java-8-lambda-expressions-tips)
|
||||
- [Exceptions in Java 8 Lambda Expressions](http://www.baeldung.com/java-lambda-exceptions)
|
||||
- [Method References in Java](https://www.baeldung.com/java-method-references)
|
||||
|
|
|
@ -15,5 +15,11 @@
|
|||
<relativePath>../../parent-java</relativePath>
|
||||
</parent>
|
||||
|
||||
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>org.apache.commons</groupId>
|
||||
<artifactId>commons-lang3</artifactId>
|
||||
<version>${commons-lang3.version}</version>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
</project>
|
|
@ -0,0 +1,50 @@
|
|||
package com.baeldung.core.modifiers;
|
||||
|
||||
public class Employee {
|
||||
|
||||
private String privateId;
|
||||
public String name;
|
||||
private boolean manager;
|
||||
|
||||
public Employee(String id, String name) {
|
||||
changeId(id);
|
||||
this.name = name;
|
||||
}
|
||||
|
||||
private Employee(String id, String name, boolean managerAttribute) {
|
||||
this.privateId = id;
|
||||
this.name = name;
|
||||
this.privateId = id + "_ID-MANAGER";
|
||||
}
|
||||
|
||||
public void changeId(String customId) {
|
||||
if (customId.endsWith("_ID")) {
|
||||
this.privateId = customId;
|
||||
} else {
|
||||
this.privateId = customId + "_ID";
|
||||
}
|
||||
}
|
||||
|
||||
public String getId() {
|
||||
return privateId;
|
||||
}
|
||||
|
||||
public boolean isManager() {
|
||||
return manager;
|
||||
}
|
||||
|
||||
public void elevateToManager() {
|
||||
if ("Carl".equals(this.name)) {
|
||||
setManager(true);
|
||||
}
|
||||
}
|
||||
|
||||
private void setManager(boolean manager) {
|
||||
this.manager = manager;
|
||||
}
|
||||
|
||||
public static Employee buildManager(String id, String name) {
|
||||
return new Employee(id, name, true);
|
||||
}
|
||||
|
||||
}
|
|
@ -0,0 +1,10 @@
|
|||
package com.baeldung.core.modifiers;
|
||||
|
||||
public class ExampleClass {
|
||||
|
||||
public static void main(String[] args) {
|
||||
Employee employee = new Employee("Bob","ABC123");
|
||||
employee.changeId("BCD234");
|
||||
System.out.println(employee.getId());
|
||||
}
|
||||
}
|
|
@ -0,0 +1,16 @@
|
|||
package com.baeldung.core.modifiers;
|
||||
|
||||
public class PublicOuterClass {
|
||||
|
||||
public PrivateInnerClass getInnerClassInstance() {
|
||||
PrivateInnerClass myPrivateClassInstance = this.new PrivateInnerClass();
|
||||
myPrivateClassInstance.id = "ID1";
|
||||
myPrivateClassInstance.name = "Bob";
|
||||
return myPrivateClassInstance;
|
||||
}
|
||||
|
||||
private class PrivateInnerClass {
|
||||
public String name;
|
||||
public String id;
|
||||
}
|
||||
}
|
|
@ -0,0 +1,43 @@
|
|||
<project xmlns="http://maven.apache.org/POM/4.0.0"
|
||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>core-java-lang-operators</artifactId>
|
||||
<version>0.1.0-SNAPSHOT</version>
|
||||
<name>core-java-lang-operators</name>
|
||||
<packaging>jar</packaging>
|
||||
|
||||
<parent>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<artifactId>parent-java</artifactId>
|
||||
<version>0.0.1-SNAPSHOT</version>
|
||||
<relativePath>../../parent-java</relativePath>
|
||||
</parent>
|
||||
|
||||
<dependencies>
|
||||
<!-- test scoped -->
|
||||
<dependency>
|
||||
<groupId>org.assertj</groupId>
|
||||
<artifactId>assertj-core</artifactId>
|
||||
<version>${assertj-core.version}</version>
|
||||
<scope>test</scope>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
|
||||
<build>
|
||||
<finalName>core-java-lang-operators</finalName>
|
||||
<resources>
|
||||
<resource>
|
||||
<directory>src/main/resources</directory>
|
||||
<filtering>true</filtering>
|
||||
</resource>
|
||||
</resources>
|
||||
</build>
|
||||
|
||||
<properties>
|
||||
<!-- testing -->
|
||||
<assertj-core.version>3.10.0</assertj-core.version>
|
||||
</properties>
|
||||
|
||||
</project>
|
Some files were not shown because too many files have changed in this diff Show More
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Reference in New Issue