@@ -14,7 +14,7 @@ Java and Spring Tutorials
|
||||
================
|
||||
|
||||
This project is **a collection of small and focused tutorials** - each covering a single and well defined area of development in the Java ecosystem.
|
||||
A strong focus of these is, of course, the Spring Framework - Spring, Spring Boot and Spring Securiyt.
|
||||
A strong focus of these is, of course, the Spring Framework - Spring, Spring Boot and Spring Security.
|
||||
In additional to Spring, the following technologies are in focus: `core Java`, `Jackson`, `HttpClient`, `Guava`.
|
||||
|
||||
|
||||
|
||||
@@ -0,0 +1,3 @@
|
||||
## Relevant articles:
|
||||
|
||||
- [Introduction to Akka HTTP](https://www.baeldung.com/akka-http)
|
||||
@@ -12,4 +12,6 @@
|
||||
- [Check If a String Contains All The Letters of The Alphabet](https://www.baeldung.com/java-string-contains-all-letters)
|
||||
- [Find the Middle Element of a Linked List](http://www.baeldung.com/java-linked-list-middle-element)
|
||||
- [Calculate Factorial in Java](https://www.baeldung.com/java-calculate-factorial)
|
||||
- [Find Substrings That Are Palindromes in Java](https://www.baeldung.com/java-palindrome-substrings)
|
||||
- [Find Substrings That Are Palindromes in Java](https://www.baeldung.com/java-palindrome-substrings)
|
||||
- [Find the Longest Substring without Repeating Characters](https://www.baeldung.com/java-longest-substring-without-repeated-characters)
|
||||
- [Java Two Pointer Technique](https://www.baeldung.com/java-two-pointer-technique)
|
||||
|
||||
+123
@@ -0,0 +1,123 @@
|
||||
package com.baeldung.algorithms.permutation;
|
||||
|
||||
import java.util.Arrays;
|
||||
import java.util.Collections;
|
||||
|
||||
public class Permutation {
|
||||
|
||||
public static <T> void printAllRecursive(T[] elements, char delimiter) {
|
||||
printAllRecursive(elements.length, elements, delimiter);
|
||||
}
|
||||
|
||||
public static <T> void printAllRecursive(int n, T[] elements, char delimiter) {
|
||||
|
||||
if(n == 1) {
|
||||
printArray(elements, delimiter);
|
||||
} else {
|
||||
for(int i = 0; i < n-1; i++) {
|
||||
printAllRecursive(n - 1, elements, delimiter);
|
||||
if(n % 2 == 0) {
|
||||
swap(elements, i, n-1);
|
||||
} else {
|
||||
swap(elements, 0, n-1);
|
||||
}
|
||||
}
|
||||
printAllRecursive(n - 1, elements, delimiter);
|
||||
}
|
||||
}
|
||||
|
||||
public static <T> void printAllIterative(int n, T[] elements, char delimiter) {
|
||||
|
||||
int[] indexes = new int[n];
|
||||
for (int i = 0; i < n; i++) {
|
||||
indexes[i] = 0;
|
||||
}
|
||||
|
||||
printArray(elements, delimiter);
|
||||
|
||||
int i = 0;
|
||||
while (i < n) {
|
||||
if (indexes[i] < i) {
|
||||
swap(elements, i % 2 == 0 ? 0: indexes[i], i);
|
||||
printArray(elements, delimiter);
|
||||
indexes[i]++;
|
||||
i = 0;
|
||||
}
|
||||
else {
|
||||
indexes[i] = 0;
|
||||
i++;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
public static <T extends Comparable<T>> void printAllOrdered(T[] elements, char delimiter) {
|
||||
|
||||
Arrays.sort(elements);
|
||||
boolean hasNext = true;
|
||||
|
||||
while(hasNext) {
|
||||
printArray(elements, delimiter);
|
||||
int k = 0, l = 0;
|
||||
hasNext = false;
|
||||
for (int i = elements.length - 1; i > 0; i--) {
|
||||
if (elements[i].compareTo(elements[i - 1]) > 0) {
|
||||
k = i - 1;
|
||||
hasNext = true;
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
for (int i = elements.length - 1; i > k; i--) {
|
||||
if (elements[i].compareTo(elements[k]) > 0) {
|
||||
l = i;
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
swap(elements, k, l);
|
||||
Collections.reverse(Arrays.asList(elements).subList(k + 1, elements.length));
|
||||
}
|
||||
}
|
||||
|
||||
public static <T> void printRandom(T[] elements, char delimiter) {
|
||||
|
||||
Collections.shuffle(Arrays.asList(elements));
|
||||
printArray(elements, delimiter);
|
||||
}
|
||||
|
||||
private static <T> void swap(T[] elements, int a, int b) {
|
||||
|
||||
T tmp = elements[a];
|
||||
elements[a] = elements[b];
|
||||
elements[b] = tmp;
|
||||
}
|
||||
|
||||
private static <T> void printArray(T[] elements, char delimiter) {
|
||||
|
||||
String delimiterSpace = delimiter + " ";
|
||||
for(int i = 0; i < elements.length; i++) {
|
||||
System.out.print(elements[i] + delimiterSpace);
|
||||
}
|
||||
System.out.print('\n');
|
||||
}
|
||||
|
||||
public static void main(String[] argv) {
|
||||
|
||||
Integer[] elements = {1,2,3,4};
|
||||
|
||||
System.out.println("Rec:");
|
||||
printAllRecursive(elements, ';');
|
||||
|
||||
System.out.println("Iter:");
|
||||
printAllIterative(elements.length, elements, ';');
|
||||
|
||||
System.out.println("Orderes:");
|
||||
printAllOrdered(elements, ';');
|
||||
|
||||
System.out.println("Random:");
|
||||
printRandom(elements, ';');
|
||||
|
||||
System.out.println("Random:");
|
||||
printRandom(elements, ';');
|
||||
}
|
||||
}
|
||||
+16
@@ -0,0 +1,16 @@
|
||||
package com.baeldung.algorithms.twopointertechnique;
|
||||
|
||||
public class LinkedListFindMiddle {
|
||||
|
||||
public <T> T findMiddle(MyNode<T> head) {
|
||||
MyNode<T> slowPointer = head;
|
||||
MyNode<T> fastPointer = head;
|
||||
|
||||
while (fastPointer.next != null && fastPointer.next.next != null) {
|
||||
fastPointer = fastPointer.next.next;
|
||||
slowPointer = slowPointer.next;
|
||||
}
|
||||
return slowPointer.data;
|
||||
}
|
||||
|
||||
}
|
||||
+20
@@ -0,0 +1,20 @@
|
||||
package com.baeldung.algorithms.twopointertechnique;
|
||||
|
||||
public class MyNode<E> {
|
||||
MyNode<E> next;
|
||||
E data;
|
||||
|
||||
public MyNode(E value) {
|
||||
data = value;
|
||||
next = null;
|
||||
}
|
||||
|
||||
public MyNode(E value, MyNode<E> n) {
|
||||
data = value;
|
||||
next = n;
|
||||
}
|
||||
|
||||
public void setNext(MyNode<E> n) {
|
||||
next = n;
|
||||
}
|
||||
}
|
||||
+22
@@ -0,0 +1,22 @@
|
||||
package com.baeldung.algorithms.twopointertechnique;
|
||||
|
||||
public class RotateArray {
|
||||
|
||||
public void rotate(int[] input, int step) {
|
||||
step %= input.length;
|
||||
reverse(input, 0, input.length - 1);
|
||||
reverse(input, 0, step - 1);
|
||||
reverse(input, step, input.length - 1);
|
||||
}
|
||||
|
||||
private void reverse(int[] input, int start, int end) {
|
||||
while (start < end) {
|
||||
int temp = input[start];
|
||||
input[start] = input[end];
|
||||
input[end] = temp;
|
||||
start++;
|
||||
end--;
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
+38
@@ -0,0 +1,38 @@
|
||||
package com.baeldung.algorithms.twopointertechnique;
|
||||
|
||||
public class TwoSum {
|
||||
|
||||
public boolean twoSum(int[] input, int targetValue) {
|
||||
|
||||
int pointerOne = 0;
|
||||
int pointerTwo = input.length - 1;
|
||||
|
||||
while (pointerOne < pointerTwo) {
|
||||
int sum = input[pointerOne] + input[pointerTwo];
|
||||
|
||||
if (sum == targetValue) {
|
||||
return true;
|
||||
} else if (sum < targetValue) {
|
||||
pointerOne++;
|
||||
} else {
|
||||
pointerTwo--;
|
||||
}
|
||||
}
|
||||
|
||||
return false;
|
||||
}
|
||||
|
||||
public boolean twoSumSlow(int[] input, int targetValue) {
|
||||
|
||||
for (int i = 0; i < input.length; i++) {
|
||||
for (int j = 1; j < input.length; j++) {
|
||||
if (input[i] + input[j] == targetValue) {
|
||||
return true;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return false;
|
||||
}
|
||||
|
||||
}
|
||||
+37
@@ -0,0 +1,37 @@
|
||||
package com.baeldung.algorithms.twopointertechnique;
|
||||
|
||||
import static org.assertj.core.api.Assertions.assertThat;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
public class LinkedListFindMiddleUnitTest {
|
||||
|
||||
LinkedListFindMiddle linkedListFindMiddle = new LinkedListFindMiddle();
|
||||
|
||||
@Test
|
||||
public void givenLinkedListOfMyNodes_whenLinkedListFindMiddle_thenCorrect() {
|
||||
|
||||
MyNode<String> head = createNodesList(8);
|
||||
|
||||
assertThat(linkedListFindMiddle.findMiddle(head)).isEqualTo("4");
|
||||
|
||||
head = createNodesList(9);
|
||||
|
||||
assertThat(linkedListFindMiddle.findMiddle(head)).isEqualTo("5");
|
||||
}
|
||||
|
||||
private static MyNode<String> createNodesList(int n) {
|
||||
|
||||
MyNode<String> head = new MyNode<String>("1");
|
||||
MyNode<String> current = head;
|
||||
|
||||
for (int i = 2; i <= n; i++) {
|
||||
MyNode<String> newNode = new MyNode<String>(String.valueOf(i));
|
||||
current.setNext(newNode);
|
||||
current = newNode;
|
||||
}
|
||||
|
||||
return head;
|
||||
}
|
||||
|
||||
}
|
||||
+26
@@ -0,0 +1,26 @@
|
||||
package com.baeldung.algorithms.twopointertechnique;
|
||||
|
||||
import static org.assertj.core.api.Assertions.assertThat;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
public class RotateArrayUnitTest {
|
||||
|
||||
private RotateArray rotateArray = new RotateArray();
|
||||
|
||||
private int[] inputArray;
|
||||
|
||||
private int step;
|
||||
|
||||
@Test
|
||||
public void givenAnArrayOfIntegers_whenRotateKsteps_thenCorrect() {
|
||||
|
||||
inputArray = new int[] { 1, 2, 3, 4, 5, 6, 7 };
|
||||
step = 4;
|
||||
|
||||
rotateArray.rotate(inputArray, step);
|
||||
|
||||
assertThat(inputArray).containsExactly(new int[] { 4, 5, 6, 7, 1, 2, 3 });
|
||||
}
|
||||
|
||||
}
|
||||
+56
@@ -0,0 +1,56 @@
|
||||
package com.baeldung.algorithms.twopointertechnique;
|
||||
|
||||
import static org.junit.Assert.assertFalse;
|
||||
import static org.junit.Assert.assertTrue;
|
||||
|
||||
import org.junit.Test;
|
||||
|
||||
public class TwoSumUnitTest {
|
||||
|
||||
private TwoSum twoSum = new TwoSum();
|
||||
|
||||
private int[] sortedArray;
|
||||
|
||||
private int targetValue;
|
||||
|
||||
@Test
|
||||
public void givenASortedArrayOfIntegers_whenTwoSumSlow_thenPairExists() {
|
||||
|
||||
sortedArray = new int[] { 0, 1, 2, 3, 4, 5, 5, 6, 7, 8, 9, 9 };
|
||||
|
||||
targetValue = 12;
|
||||
|
||||
assertTrue(twoSum.twoSumSlow(sortedArray, targetValue));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenASortedArrayOfIntegers_whenTwoSumSlow_thenPairDoesNotExists() {
|
||||
|
||||
sortedArray = new int[] { 0, 1, 2, 3, 4, 5, 5, 6, 7, 8, 9, 9 };
|
||||
|
||||
targetValue = 20;
|
||||
|
||||
assertFalse(twoSum.twoSumSlow(sortedArray, targetValue));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenASortedArrayOfIntegers_whenTwoSum_thenPairExists() {
|
||||
|
||||
sortedArray = new int[] { 0, 1, 2, 3, 4, 5, 5, 6, 7, 8, 9, 9 };
|
||||
|
||||
targetValue = 12;
|
||||
|
||||
assertTrue(twoSum.twoSum(sortedArray, targetValue));
|
||||
}
|
||||
|
||||
@Test
|
||||
public void givenASortedArrayOfIntegers_whenTwoSum_thenPairDoesNotExists() {
|
||||
|
||||
sortedArray = new int[] { 0, 1, 2, 3, 4, 5, 5, 6, 7, 8, 9, 9 };
|
||||
|
||||
targetValue = 20;
|
||||
|
||||
assertFalse(twoSum.twoSum(sortedArray, targetValue));
|
||||
}
|
||||
|
||||
}
|
||||
+64
-4
@@ -15,16 +15,76 @@
|
||||
</parent>
|
||||
|
||||
<dependencies>
|
||||
<!-- https://mvnrepository.com/artifact/org.apache.spark/spark-core_2.10 -->
|
||||
<dependency>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
<artifactId>spark-core_2.10</artifactId>
|
||||
<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>
|
||||
<artifactId>spark-streaming_2.11</artifactId>
|
||||
<version>${org.apache.spark.spark-streaming.version}</version>
|
||||
<scope>provided</scope>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.spark</groupId>
|
||||
<artifactId>spark-streaming-kafka-0-10_2.11</artifactId>
|
||||
<version>${org.apache.spark.spark-streaming-kafka.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>com.datastax.spark</groupId>
|
||||
<artifactId>spark-cassandra-connector_2.11</artifactId>
|
||||
<version>${com.datastax.spark.spark-cassandra-connector.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>com.datastax.spark</groupId>
|
||||
<artifactId>spark-cassandra-connector-java_2.11</artifactId>
|
||||
<version>${com.datastax.spark.spark-cassandra-connector-java.version}</version>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
|
||||
<build>
|
||||
<plugins>
|
||||
<plugin>
|
||||
<groupId>org.apache.maven.plugins</groupId>
|
||||
<artifactId>maven-compiler-plugin</artifactId>
|
||||
<version>3.2</version>
|
||||
<configuration>
|
||||
<source>1.8</source>
|
||||
<target>1.8</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>2.2.0</org.apache.spark.spark-core.version>
|
||||
<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>
|
||||
|
||||
</project>
|
||||
|
||||
@@ -0,0 +1,25 @@
|
||||
package com.baeldung.data.pipeline;
|
||||
|
||||
import java.io.Serializable;
|
||||
|
||||
public class Word implements Serializable {
|
||||
private static final long serialVersionUID = 1L;
|
||||
private String word;
|
||||
private int count;
|
||||
Word(String word, int count) {
|
||||
this.word = word;
|
||||
this.count = count;
|
||||
}
|
||||
public String getWord() {
|
||||
return word;
|
||||
}
|
||||
public void setWord(String word) {
|
||||
this.word = word;
|
||||
}
|
||||
public int getCount() {
|
||||
return count;
|
||||
}
|
||||
public void setCount(int count) {
|
||||
this.count = count;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,80 @@
|
||||
package com.baeldung.data.pipeline;
|
||||
|
||||
import static com.datastax.spark.connector.japi.CassandraJavaUtil.javaFunctions;
|
||||
import static com.datastax.spark.connector.japi.CassandraJavaUtil.mapToRow;
|
||||
|
||||
import java.util.Arrays;
|
||||
import java.util.Collection;
|
||||
import java.util.HashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
import org.apache.kafka.clients.consumer.ConsumerRecord;
|
||||
import org.apache.kafka.common.serialization.StringDeserializer;
|
||||
import org.apache.log4j.Level;
|
||||
import org.apache.log4j.Logger;
|
||||
import org.apache.spark.SparkConf;
|
||||
import org.apache.spark.api.java.JavaRDD;
|
||||
import org.apache.spark.streaming.Durations;
|
||||
import org.apache.spark.streaming.api.java.JavaDStream;
|
||||
import org.apache.spark.streaming.api.java.JavaInputDStream;
|
||||
import org.apache.spark.streaming.api.java.JavaPairDStream;
|
||||
import org.apache.spark.streaming.api.java.JavaStreamingContext;
|
||||
import org.apache.spark.streaming.kafka010.ConsumerStrategies;
|
||||
import org.apache.spark.streaming.kafka010.KafkaUtils;
|
||||
import org.apache.spark.streaming.kafka010.LocationStrategies;
|
||||
|
||||
import scala.Tuple2;
|
||||
|
||||
public class WordCountingApp {
|
||||
|
||||
public static void main(String[] args) throws InterruptedException {
|
||||
Logger.getLogger("org")
|
||||
.setLevel(Level.OFF);
|
||||
Logger.getLogger("akka")
|
||||
.setLevel(Level.OFF);
|
||||
|
||||
Map<String, Object> kafkaParams = new HashMap<>();
|
||||
kafkaParams.put("bootstrap.servers", "localhost:9092");
|
||||
kafkaParams.put("key.deserializer", StringDeserializer.class);
|
||||
kafkaParams.put("value.deserializer", StringDeserializer.class);
|
||||
kafkaParams.put("group.id", "use_a_separate_group_id_for_each_stream");
|
||||
kafkaParams.put("auto.offset.reset", "latest");
|
||||
kafkaParams.put("enable.auto.commit", false);
|
||||
|
||||
Collection<String> topics = Arrays.asList("messages");
|
||||
|
||||
SparkConf sparkConf = new SparkConf();
|
||||
sparkConf.setMaster("local[2]");
|
||||
sparkConf.setAppName("WordCountingApp");
|
||||
sparkConf.set("spark.cassandra.connection.host", "127.0.0.1");
|
||||
|
||||
JavaStreamingContext streamingContext = new JavaStreamingContext(sparkConf, Durations.seconds(1));
|
||||
|
||||
JavaInputDStream<ConsumerRecord<String, String>> messages = KafkaUtils.createDirectStream(streamingContext, LocationStrategies.PreferConsistent(), ConsumerStrategies.<String, String> Subscribe(topics, kafkaParams));
|
||||
|
||||
JavaPairDStream<String, String> results = messages.mapToPair(record -> new Tuple2<>(record.key(), record.value()));
|
||||
|
||||
JavaDStream<String> lines = results.map(tuple2 -> tuple2._2());
|
||||
|
||||
JavaDStream<String> words = lines.flatMap(x -> Arrays.asList(x.split("\\s+"))
|
||||
.iterator());
|
||||
|
||||
JavaPairDStream<String, Integer> wordCounts = words.mapToPair(s -> new Tuple2<>(s, 1))
|
||||
.reduceByKey((i1, i2) -> i1 + i2);
|
||||
|
||||
wordCounts.foreachRDD(javaRdd -> {
|
||||
Map<String, Integer> wordCountMap = javaRdd.collectAsMap();
|
||||
for (String key : wordCountMap.keySet()) {
|
||||
List<Word> wordList = Arrays.asList(new Word(key, wordCountMap.get(key)));
|
||||
JavaRDD<Word> rdd = streamingContext.sparkContext()
|
||||
.parallelize(wordList);
|
||||
javaFunctions(rdd).writerBuilder("vocabulary", "words", mapToRow(Word.class))
|
||||
.saveToCassandra();
|
||||
}
|
||||
});
|
||||
|
||||
streamingContext.start();
|
||||
streamingContext.awaitTermination();
|
||||
}
|
||||
}
|
||||
+97
@@ -0,0 +1,97 @@
|
||||
package com.baeldung.data.pipeline;
|
||||
|
||||
import static com.datastax.spark.connector.japi.CassandraJavaUtil.javaFunctions;
|
||||
import static com.datastax.spark.connector.japi.CassandraJavaUtil.mapToRow;
|
||||
|
||||
import java.util.Arrays;
|
||||
import java.util.Collection;
|
||||
import java.util.HashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
import org.apache.kafka.clients.consumer.ConsumerRecord;
|
||||
import org.apache.kafka.common.serialization.StringDeserializer;
|
||||
import org.apache.log4j.Level;
|
||||
import org.apache.log4j.Logger;
|
||||
import org.apache.spark.SparkConf;
|
||||
import org.apache.spark.api.java.JavaRDD;
|
||||
import org.apache.spark.api.java.JavaSparkContext;
|
||||
import org.apache.spark.api.java.function.Function2;
|
||||
import org.apache.spark.streaming.Durations;
|
||||
import org.apache.spark.streaming.StateSpec;
|
||||
import org.apache.spark.streaming.api.java.JavaDStream;
|
||||
import org.apache.spark.streaming.api.java.JavaInputDStream;
|
||||
import org.apache.spark.streaming.api.java.JavaMapWithStateDStream;
|
||||
import org.apache.spark.streaming.api.java.JavaPairDStream;
|
||||
import org.apache.spark.streaming.api.java.JavaStreamingContext;
|
||||
import org.apache.spark.streaming.kafka010.ConsumerStrategies;
|
||||
import org.apache.spark.streaming.kafka010.KafkaUtils;
|
||||
import org.apache.spark.streaming.kafka010.LocationStrategies;
|
||||
|
||||
import scala.Tuple2;
|
||||
|
||||
public class WordCountingAppWithCheckpoint {
|
||||
|
||||
public static JavaSparkContext sparkContext;
|
||||
|
||||
public static void main(String[] args) throws InterruptedException {
|
||||
|
||||
Logger.getLogger("org")
|
||||
.setLevel(Level.OFF);
|
||||
Logger.getLogger("akka")
|
||||
.setLevel(Level.OFF);
|
||||
|
||||
Map<String, Object> kafkaParams = new HashMap<>();
|
||||
kafkaParams.put("bootstrap.servers", "localhost:9092");
|
||||
kafkaParams.put("key.deserializer", StringDeserializer.class);
|
||||
kafkaParams.put("value.deserializer", StringDeserializer.class);
|
||||
kafkaParams.put("group.id", "use_a_separate_group_id_for_each_stream");
|
||||
kafkaParams.put("auto.offset.reset", "latest");
|
||||
kafkaParams.put("enable.auto.commit", false);
|
||||
|
||||
Collection<String> topics = Arrays.asList("messages");
|
||||
|
||||
SparkConf sparkConf = new SparkConf();
|
||||
sparkConf.setMaster("local[2]");
|
||||
sparkConf.setAppName("WordCountingAppWithCheckpoint");
|
||||
sparkConf.set("spark.cassandra.connection.host", "127.0.0.1");
|
||||
|
||||
JavaStreamingContext streamingContext = new JavaStreamingContext(sparkConf, Durations.seconds(1));
|
||||
|
||||
sparkContext = streamingContext.sparkContext();
|
||||
|
||||
streamingContext.checkpoint("./.checkpoint");
|
||||
|
||||
JavaInputDStream<ConsumerRecord<String, String>> messages = KafkaUtils.createDirectStream(streamingContext, LocationStrategies.PreferConsistent(), ConsumerStrategies.<String, String> Subscribe(topics, kafkaParams));
|
||||
|
||||
JavaPairDStream<String, String> results = messages.mapToPair(record -> new Tuple2<>(record.key(), record.value()));
|
||||
|
||||
JavaDStream<String> lines = results.map(tuple2 -> tuple2._2());
|
||||
|
||||
JavaDStream<String> words = lines.flatMap(x -> Arrays.asList(x.split("\\s+"))
|
||||
.iterator());
|
||||
|
||||
JavaPairDStream<String, Integer> wordCounts = words.mapToPair(s -> new Tuple2<>(s, 1))
|
||||
.reduceByKey((Function2<Integer, Integer, Integer>) (i1, i2) -> i1 + i2);
|
||||
|
||||
JavaMapWithStateDStream<String, Integer, Integer, Tuple2<String, Integer>> cumulativeWordCounts = wordCounts.mapWithState(StateSpec.function((word, one, state) -> {
|
||||
int sum = one.orElse(0) + (state.exists() ? state.get() : 0);
|
||||
Tuple2<String, Integer> output = new Tuple2<>(word, sum);
|
||||
state.update(sum);
|
||||
return output;
|
||||
}));
|
||||
|
||||
cumulativeWordCounts.foreachRDD(javaRdd -> {
|
||||
List<Tuple2<String, Integer>> wordCountList = javaRdd.collect();
|
||||
for (Tuple2<String, Integer> tuple : wordCountList) {
|
||||
List<Word> wordList = Arrays.asList(new Word(tuple._1, tuple._2));
|
||||
JavaRDD<Word> rdd = sparkContext.parallelize(wordList);
|
||||
javaFunctions(rdd).writerBuilder("vocabulary", "words", mapToRow(Word.class))
|
||||
.saveToCassandra();
|
||||
}
|
||||
});
|
||||
|
||||
streamingContext.start();
|
||||
streamingContext.awaitTermination();
|
||||
}
|
||||
}
|
||||
+39
-7
@@ -4,29 +4,61 @@
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<artifactId>axon</artifactId>
|
||||
<name>axon</name>
|
||||
|
||||
<description>Basic Axon Framework with Spring Boot configuration tutorial</description>
|
||||
|
||||
<parent>
|
||||
<artifactId>parent-modules</artifactId>
|
||||
<groupId>com.baeldung</groupId>
|
||||
<version>1.0.0-SNAPSHOT</version>
|
||||
<artifactId>parent-boot-2</artifactId>
|
||||
<version>0.0.1-SNAPSHOT</version>
|
||||
<relativePath>../parent-boot-2</relativePath>
|
||||
</parent>
|
||||
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>org.axonframework</groupId>
|
||||
<artifactId>axon-spring-boot-starter</artifactId>
|
||||
<version>${axon.version}</version>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<groupId>org.axonframework</groupId>
|
||||
<artifactId>axon-server-connector</artifactId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.axonframework</groupId>
|
||||
<artifactId>axon-test</artifactId>
|
||||
<version>${axon.version}</version>
|
||||
<scope>test</scope>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.axonframework</groupId>
|
||||
<artifactId>axon-core</artifactId>
|
||||
<version>${axon.version}</version>
|
||||
<groupId>org.springframework.boot</groupId>
|
||||
<artifactId>spring-boot-autoconfigure</artifactId>
|
||||
<version>2.1.1.RELEASE</version>
|
||||
<scope>compile</scope>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.springframework.boot</groupId>
|
||||
<artifactId>spring-boot-starter-web</artifactId>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.springframework.boot</groupId>
|
||||
<artifactId>spring-boot-starter-data-jpa</artifactId>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>com.h2database</groupId>
|
||||
<artifactId>h2</artifactId>
|
||||
<scope>runtime</scope>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
|
||||
<properties>
|
||||
<axon.version>3.0.2</axon.version>
|
||||
<axon.version>4.0.3</axon.version>
|
||||
</properties>
|
||||
|
||||
</project>
|
||||
@@ -1,54 +0,0 @@
|
||||
package com.baeldung.axon;
|
||||
|
||||
import com.baeldung.axon.aggregates.MessagesAggregate;
|
||||
import com.baeldung.axon.commands.CreateMessageCommand;
|
||||
import com.baeldung.axon.commands.MarkReadMessageCommand;
|
||||
import com.baeldung.axon.eventhandlers.MessagesEventHandler;
|
||||
import org.axonframework.commandhandling.AggregateAnnotationCommandHandler;
|
||||
import org.axonframework.commandhandling.CommandBus;
|
||||
import org.axonframework.commandhandling.SimpleCommandBus;
|
||||
import org.axonframework.commandhandling.gateway.CommandGateway;
|
||||
import org.axonframework.commandhandling.gateway.DefaultCommandGateway;
|
||||
import org.axonframework.eventhandling.AnnotationEventListenerAdapter;
|
||||
import org.axonframework.eventsourcing.EventSourcingRepository;
|
||||
import org.axonframework.eventsourcing.eventstore.EmbeddedEventStore;
|
||||
import org.axonframework.eventsourcing.eventstore.EventStore;
|
||||
import org.axonframework.eventsourcing.eventstore.inmemory.InMemoryEventStorageEngine;
|
||||
|
||||
import java.util.UUID;
|
||||
|
||||
public class MessagesRunner {
|
||||
|
||||
public static void main(String[] args) {
|
||||
CommandBus commandBus = new SimpleCommandBus();
|
||||
|
||||
CommandGateway commandGateway = new DefaultCommandGateway(commandBus);
|
||||
|
||||
EventStore eventStore = new EmbeddedEventStore(new InMemoryEventStorageEngine());
|
||||
|
||||
EventSourcingRepository<MessagesAggregate> repository =
|
||||
new EventSourcingRepository<>(MessagesAggregate.class, eventStore);
|
||||
|
||||
|
||||
AggregateAnnotationCommandHandler<MessagesAggregate> messagesAggregateAggregateAnnotationCommandHandler =
|
||||
new AggregateAnnotationCommandHandler<MessagesAggregate>(MessagesAggregate.class, repository);
|
||||
messagesAggregateAggregateAnnotationCommandHandler.subscribe(commandBus);
|
||||
|
||||
final AnnotationEventListenerAdapter annotationEventListenerAdapter =
|
||||
new AnnotationEventListenerAdapter(new MessagesEventHandler());
|
||||
eventStore.subscribe(eventMessages -> eventMessages.forEach(e -> {
|
||||
try {
|
||||
annotationEventListenerAdapter.handle(e);
|
||||
} catch (Exception e1) {
|
||||
throw new RuntimeException(e1);
|
||||
|
||||
}
|
||||
}
|
||||
|
||||
));
|
||||
|
||||
final String itemId = UUID.randomUUID().toString();
|
||||
commandGateway.send(new CreateMessageCommand(itemId, "Hello, how is your day? :-)"));
|
||||
commandGateway.send(new MarkReadMessageCommand(itemId));
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,13 @@
|
||||
package com.baeldung.axon;
|
||||
|
||||
import org.springframework.boot.SpringApplication;
|
||||
import org.springframework.boot.autoconfigure.SpringBootApplication;
|
||||
|
||||
@SpringBootApplication
|
||||
public class OrderApplication {
|
||||
|
||||
public static void main(String[] args) {
|
||||
SpringApplication.run(OrderApplication.class, args);
|
||||
}
|
||||
|
||||
}
|
||||
@@ -1,36 +0,0 @@
|
||||
package com.baeldung.axon.aggregates;
|
||||
|
||||
import com.baeldung.axon.commands.CreateMessageCommand;
|
||||
import com.baeldung.axon.commands.MarkReadMessageCommand;
|
||||
import com.baeldung.axon.events.MessageCreatedEvent;
|
||||
import com.baeldung.axon.events.MessageReadEvent;
|
||||
import org.axonframework.commandhandling.CommandHandler;
|
||||
import org.axonframework.commandhandling.model.AggregateIdentifier;
|
||||
import org.axonframework.eventhandling.EventHandler;
|
||||
|
||||
import static org.axonframework.commandhandling.model.AggregateLifecycle.apply;
|
||||
|
||||
|
||||
public class MessagesAggregate {
|
||||
|
||||
@AggregateIdentifier
|
||||
private String id;
|
||||
|
||||
public MessagesAggregate() {
|
||||
}
|
||||
|
||||
@CommandHandler
|
||||
public MessagesAggregate(CreateMessageCommand command) {
|
||||
apply(new MessageCreatedEvent(command.getId(), command.getText()));
|
||||
}
|
||||
|
||||
@EventHandler
|
||||
public void on(MessageCreatedEvent event) {
|
||||
this.id = event.getId();
|
||||
}
|
||||
|
||||
@CommandHandler
|
||||
public void markRead(MarkReadMessageCommand command) {
|
||||
apply(new MessageReadEvent(id));
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,58 @@
|
||||
package com.baeldung.axon.commandmodel;
|
||||
|
||||
import static org.axonframework.modelling.command.AggregateLifecycle.apply;
|
||||
|
||||
import org.axonframework.commandhandling.CommandHandler;
|
||||
import org.axonframework.eventsourcing.EventSourcingHandler;
|
||||
import org.axonframework.modelling.command.AggregateIdentifier;
|
||||
import org.axonframework.spring.stereotype.Aggregate;
|
||||
|
||||
import com.baeldung.axon.coreapi.commands.ConfirmOrderCommand;
|
||||
import com.baeldung.axon.coreapi.commands.PlaceOrderCommand;
|
||||
import com.baeldung.axon.coreapi.commands.ShipOrderCommand;
|
||||
import com.baeldung.axon.coreapi.events.OrderConfirmedEvent;
|
||||
import com.baeldung.axon.coreapi.events.OrderPlacedEvent;
|
||||
import com.baeldung.axon.coreapi.events.OrderShippedEvent;
|
||||
|
||||
@Aggregate
|
||||
public class OrderAggregate {
|
||||
|
||||
@AggregateIdentifier
|
||||
private String orderId;
|
||||
private boolean orderConfirmed;
|
||||
|
||||
@CommandHandler
|
||||
public OrderAggregate(PlaceOrderCommand command) {
|
||||
apply(new OrderPlacedEvent(command.getOrderId(), command.getProduct()));
|
||||
}
|
||||
|
||||
@CommandHandler
|
||||
public void handle(ConfirmOrderCommand command) {
|
||||
apply(new OrderConfirmedEvent(orderId));
|
||||
}
|
||||
|
||||
@CommandHandler
|
||||
public void handle(ShipOrderCommand command) {
|
||||
if (!orderConfirmed) {
|
||||
throw new IllegalStateException("Cannot ship an order which has not been confirmed yet.");
|
||||
}
|
||||
|
||||
apply(new OrderShippedEvent(orderId));
|
||||
}
|
||||
|
||||
@EventSourcingHandler
|
||||
public void on(OrderPlacedEvent event) {
|
||||
this.orderId = event.getOrderId();
|
||||
orderConfirmed = false;
|
||||
}
|
||||
|
||||
@EventSourcingHandler
|
||||
public void on(OrderConfirmedEvent event) {
|
||||
orderConfirmed = true;
|
||||
}
|
||||
|
||||
protected OrderAggregate() {
|
||||
// Required by Axon to build a default Aggregate prior to Event Sourcing
|
||||
}
|
||||
|
||||
}
|
||||
@@ -1,24 +0,0 @@
|
||||
package com.baeldung.axon.commands;
|
||||
|
||||
|
||||
import org.axonframework.commandhandling.TargetAggregateIdentifier;
|
||||
|
||||
public class CreateMessageCommand {
|
||||
|
||||
@TargetAggregateIdentifier
|
||||
private final String id;
|
||||
private final String text;
|
||||
|
||||
public CreateMessageCommand(String id, String text) {
|
||||
this.id = id;
|
||||
this.text = text;
|
||||
}
|
||||
|
||||
public String getId() {
|
||||
return id;
|
||||
}
|
||||
|
||||
public String getText() {
|
||||
return text;
|
||||
}
|
||||
}
|
||||
@@ -1,18 +0,0 @@
|
||||
package com.baeldung.axon.commands;
|
||||
|
||||
|
||||
import org.axonframework.commandhandling.TargetAggregateIdentifier;
|
||||
|
||||
public class MarkReadMessageCommand {
|
||||
|
||||
@TargetAggregateIdentifier
|
||||
private final String id;
|
||||
|
||||
public MarkReadMessageCommand(String id) {
|
||||
this.id = id;
|
||||
}
|
||||
|
||||
public String getId() {
|
||||
return id;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,43 @@
|
||||
package com.baeldung.axon.coreapi.commands;
|
||||
|
||||
import org.axonframework.modelling.command.TargetAggregateIdentifier;
|
||||
|
||||
import java.util.Objects;
|
||||
|
||||
public class ConfirmOrderCommand {
|
||||
|
||||
@TargetAggregateIdentifier
|
||||
private final String orderId;
|
||||
|
||||
public ConfirmOrderCommand(String orderId) {
|
||||
this.orderId = orderId;
|
||||
}
|
||||
|
||||
public String getOrderId() {
|
||||
return orderId;
|
||||
}
|
||||
|
||||
@Override
|
||||
public int hashCode() {
|
||||
return Objects.hash(orderId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object obj) {
|
||||
if (this == obj) {
|
||||
return true;
|
||||
}
|
||||
if (obj == null || getClass() != obj.getClass()) {
|
||||
return false;
|
||||
}
|
||||
final ConfirmOrderCommand other = (ConfirmOrderCommand) obj;
|
||||
return Objects.equals(this.orderId, other.orderId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "ConfirmOrderCommand{" +
|
||||
"orderId='" + orderId + '\'' +
|
||||
'}';
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,51 @@
|
||||
package com.baeldung.axon.coreapi.commands;
|
||||
|
||||
import java.util.Objects;
|
||||
|
||||
import org.axonframework.modelling.command.TargetAggregateIdentifier;
|
||||
|
||||
public class PlaceOrderCommand {
|
||||
|
||||
@TargetAggregateIdentifier
|
||||
private final String orderId;
|
||||
private final String product;
|
||||
|
||||
public PlaceOrderCommand(String orderId, String product) {
|
||||
this.orderId = orderId;
|
||||
this.product = product;
|
||||
}
|
||||
|
||||
public String getOrderId() {
|
||||
return orderId;
|
||||
}
|
||||
|
||||
public String getProduct() {
|
||||
return product;
|
||||
}
|
||||
|
||||
@Override
|
||||
public int hashCode() {
|
||||
return Objects.hash(orderId, product);
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object obj) {
|
||||
if (this == obj) {
|
||||
return true;
|
||||
}
|
||||
if (obj == null || getClass() != obj.getClass()) {
|
||||
return false;
|
||||
}
|
||||
final PlaceOrderCommand other = (PlaceOrderCommand) obj;
|
||||
return Objects.equals(this.orderId, other.orderId)
|
||||
&& Objects.equals(this.product, other.product);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "PlaceOrderCommand{" +
|
||||
"orderId='" + orderId + '\'' +
|
||||
", product='" + product + '\'' +
|
||||
'}';
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,43 @@
|
||||
package com.baeldung.axon.coreapi.commands;
|
||||
|
||||
import java.util.Objects;
|
||||
|
||||
import org.axonframework.modelling.command.TargetAggregateIdentifier;
|
||||
|
||||
public class ShipOrderCommand {
|
||||
|
||||
@TargetAggregateIdentifier
|
||||
private final String orderId;
|
||||
|
||||
public ShipOrderCommand(String orderId) {
|
||||
this.orderId = orderId;
|
||||
}
|
||||
|
||||
public String getOrderId() {
|
||||
return orderId;
|
||||
}
|
||||
|
||||
@Override
|
||||
public int hashCode() {
|
||||
return Objects.hash(orderId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object obj) {
|
||||
if (this == obj) {
|
||||
return true;
|
||||
}
|
||||
if (obj == null || getClass() != obj.getClass()) {
|
||||
return false;
|
||||
}
|
||||
final ShipOrderCommand other = (ShipOrderCommand) obj;
|
||||
return Objects.equals(this.orderId, other.orderId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "ShipOrderCommand{" +
|
||||
"orderId='" + orderId + '\'' +
|
||||
'}';
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,40 @@
|
||||
package com.baeldung.axon.coreapi.events;
|
||||
|
||||
import java.util.Objects;
|
||||
|
||||
public class OrderConfirmedEvent {
|
||||
|
||||
private final String orderId;
|
||||
|
||||
public OrderConfirmedEvent(String orderId) {
|
||||
this.orderId = orderId;
|
||||
}
|
||||
|
||||
public String getOrderId() {
|
||||
return orderId;
|
||||
}
|
||||
|
||||
@Override
|
||||
public int hashCode() {
|
||||
return Objects.hash(orderId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object obj) {
|
||||
if (this == obj) {
|
||||
return true;
|
||||
}
|
||||
if (obj == null || getClass() != obj.getClass()) {
|
||||
return false;
|
||||
}
|
||||
final OrderConfirmedEvent other = (OrderConfirmedEvent) obj;
|
||||
return Objects.equals(this.orderId, other.orderId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "OrderConfirmedEvent{" +
|
||||
"orderId='" + orderId + '\'' +
|
||||
'}';
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,48 @@
|
||||
package com.baeldung.axon.coreapi.events;
|
||||
|
||||
import java.util.Objects;
|
||||
|
||||
public class OrderPlacedEvent {
|
||||
|
||||
private final String orderId;
|
||||
private final String product;
|
||||
|
||||
public OrderPlacedEvent(String orderId, String product) {
|
||||
this.orderId = orderId;
|
||||
this.product = product;
|
||||
}
|
||||
|
||||
public String getOrderId() {
|
||||
return orderId;
|
||||
}
|
||||
|
||||
public String getProduct() {
|
||||
return product;
|
||||
}
|
||||
|
||||
@Override
|
||||
public int hashCode() {
|
||||
return Objects.hash(orderId, product);
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object obj) {
|
||||
if (this == obj) {
|
||||
return true;
|
||||
}
|
||||
if (obj == null || getClass() != obj.getClass()) {
|
||||
return false;
|
||||
}
|
||||
final OrderPlacedEvent other = (OrderPlacedEvent) obj;
|
||||
return Objects.equals(this.orderId, other.orderId)
|
||||
&& Objects.equals(this.product, other.product);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "OrderPlacedEvent{" +
|
||||
"orderId='" + orderId + '\'' +
|
||||
", product='" + product + '\'' +
|
||||
'}';
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,40 @@
|
||||
package com.baeldung.axon.coreapi.events;
|
||||
|
||||
import java.util.Objects;
|
||||
|
||||
public class OrderShippedEvent {
|
||||
|
||||
private final String orderId;
|
||||
|
||||
public OrderShippedEvent(String orderId) {
|
||||
this.orderId = orderId;
|
||||
}
|
||||
|
||||
public String getOrderId() {
|
||||
return orderId;
|
||||
}
|
||||
|
||||
@Override
|
||||
public int hashCode() {
|
||||
return Objects.hash(orderId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public boolean equals(Object obj) {
|
||||
if (this == obj) {
|
||||
return true;
|
||||
}
|
||||
if (obj == null || getClass() != obj.getClass()) {
|
||||
return false;
|
||||
}
|
||||
final OrderShippedEvent other = (OrderShippedEvent) obj;
|
||||
return Objects.equals(this.orderId, other.orderId);
|
||||
}
|
||||
|
||||
@Override
|
||||
public String toString() {
|
||||
return "OrderShippedEvent{" +
|
||||
"orderId='" + orderId + '\'' +
|
||||
'}';
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,5 @@
|
||||
package com.baeldung.axon.coreapi.queries;
|
||||
|
||||
public class FindAllOrderedProductsQuery {
|
||||
|
||||
}
|
||||
@@ -0,0 +1,7 @@
|
||||
package com.baeldung.axon.coreapi.queries;
|
||||
|
||||
public enum OrderStatus {
|
||||
|
||||
PLACED, CONFIRMED, SHIPPED
|
||||
|
||||
}
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user