Merge pull request #5 from eugenp/master

merge from head fork
This commit is contained in:
pandachris 2018-12-06 16:45:19 +07:00 committed by GitHub
commit 1472e6afd5
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GPG Key ID: 4AEE18F83AFDEB23
3197 changed files with 105816 additions and 9817 deletions

4
.gitignore vendored
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@ -63,4 +63,6 @@ jmeter/src/main/resources/*-JMeter.csv
**/tmp
**/out-tsc
**/nbproject/
**/nb-configuration.xml
**/nb-configuration.xml
core-scala/.cache-main
core-scala/.cache-tests

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@ -4,7 +4,7 @@ before_install:
- echo "MAVEN_OPTS='-Xmx2048M -Xss128M -XX:+CMSClassUnloadingEnabled -XX:+UseG1GC -XX:-UseGCOverheadLimit'" > ~/.mavenrc
install: skip
script: travis_wait 60 mvn -q install -Pdefault
script: travis_wait 60 mvn -q install -Pdefault-first,default-second -Dgib.enabled=true
sudo: required

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@ -21,3 +21,18 @@ In additional to Spring, the following technologies are in focus: `core Java`, `
Building the project
====================
To do the full build, do: `mvn install -Pdefault -Dgib.enabled=false`
Building a single module
====================
To build a specific module run the command: `mvn clean install -Dgib.enabled=false` in the module directory
Running a Spring Boot module
====================
To run a Spring Boot module run the command: `mvn spring-boot:run -Dgib.enabled=false` in the module directory

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@ -1,5 +1,4 @@
/target/
.settings/
.classpath
.project
/target/
.settings/
.classpath
.project

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@ -0,0 +1,6 @@
## Relevant articles:
- [Introduction to Jenetics Library](http://www.baeldung.com/jenetics)
- [Ant Colony Optimization](http://www.baeldung.com/java-ant-colony-optimization)
- [Design a Genetic Algorithm in Java](https://www.baeldung.com/java-genetic-algorithm)
- [The Traveling Salesman Problem in Java](https://www.baeldung.com/java-simulated-annealing-for-traveling-salesman)

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@ -0,0 +1,65 @@
<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>
<artifactId>algorithms-genetic</artifactId>
<version>0.0.1-SNAPSHOT</version>
<name>algorithms-genetic</name>
<parent>
<groupId>com.baeldung</groupId>
<artifactId>parent-modules</artifactId>
<version>1.0.0-SNAPSHOT</version>
</parent>
<dependencies>
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-math3</artifactId>
<version>${commons-math3.version}</version>
</dependency>
<dependency>
<groupId>commons-codec</groupId>
<artifactId>commons-codec</artifactId>
<version>${commons-codec.version}</version>
</dependency>
<dependency>
<groupId>org.projectlombok</groupId>
<artifactId>lombok</artifactId>
<version>${lombok.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>io.jenetics</groupId>
<artifactId>jenetics</artifactId>
<version>${io.jenetics.version}</version>
</dependency>
<dependency>
<groupId>org.assertj</groupId>
<artifactId>assertj-core</artifactId>
<version>${org.assertj.core.version}</version>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<pluginManagement>
<plugins>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>exec-maven-plugin</artifactId>
<version>${exec-maven-plugin.version}</version>
</plugin>
</plugins>
</pluginManagement>
</build>
<properties>
<lombok.version>1.16.12</lombok.version>
<commons-math3.version>3.6.1</commons-math3.version>
<io.jenetics.version>3.7.0</io.jenetics.version>
<org.assertj.core.version>3.9.0</org.assertj.core.version>
<commons-codec.version>1.11</commons-codec.version>
</properties>
</project>

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@ -5,7 +5,6 @@ import java.util.Scanner;
import com.baeldung.algorithms.ga.annealing.SimulatedAnnealing;
import com.baeldung.algorithms.ga.ant_colony.AntColonyOptimization;
import com.baeldung.algorithms.ga.binary.SimpleGeneticAlgorithm;
import com.baeldung.algorithms.slope_one.SlopeOne;
public class RunAlgorithm {
@ -13,11 +12,8 @@ public class RunAlgorithm {
Scanner in = new Scanner(System.in);
System.out.println("Run algorithm:");
System.out.println("1 - Simulated Annealing");
System.out.println("2 - Slope One");
System.out.println("3 - Simple Genetic Algorithm");
System.out.println("4 - Ant Colony");
System.out.println("5 - Dijkstra");
System.out.println("6 - All pairs in an array that add up to a given sum");
System.out.println("2 - Simple Genetic Algorithm");
System.out.println("3 - Ant Colony");
int decision = in.nextInt();
switch (decision) {
case 1:
@ -25,19 +21,13 @@ public class RunAlgorithm {
"Optimized distance for travel: " + SimulatedAnnealing.simulateAnnealing(10, 10000, 0.9995));
break;
case 2:
SlopeOne.slopeOne(3);
break;
case 3:
SimpleGeneticAlgorithm ga = new SimpleGeneticAlgorithm();
ga.runAlgorithm(50, "1011000100000100010000100000100111001000000100000100000000001111");
break;
case 4:
case 3:
AntColonyOptimization antColony = new AntColonyOptimization(21);
antColony.startAntOptimization();
break;
case 5:
System.out.println("Please run the DijkstraAlgorithmTest.");
break;
default:
System.out.println("Unknown option");
break;

4
algorithms-miscellaneous-1/.gitignore vendored Normal file
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@ -0,0 +1,4 @@
/target/
.settings/
.classpath
.project

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@ -0,0 +1,13 @@
## Relevant articles:
- [Validating Input With Finite Automata in Java](http://www.baeldung.com/java-finite-automata)
- [Example of Hill Climbing Algorithm](http://www.baeldung.com/java-hill-climbing-algorithm)
- [Monte Carlo Tree Search for Tic-Tac-Toe Game](http://www.baeldung.com/java-monte-carlo-tree-search)
- [Binary Search Algorithm in Java](http://www.baeldung.com/java-binary-search)
- [Introduction to Minimax Algorithm](http://www.baeldung.com/java-minimax-algorithm)
- [How to Calculate Levenshtein Distance in Java?](http://www.baeldung.com/java-levenshtein-distance)
- [How to Find the Kth Largest Element in Java](http://www.baeldung.com/java-kth-largest-element)
- [Multi-Swarm Optimization Algorithm in Java](http://www.baeldung.com/java-multi-swarm-algorithm)
- [String Search Algorithms for Large Texts](http://www.baeldung.com/java-full-text-search-algorithms)
- [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)

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@ -0,0 +1,84 @@
<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>
<artifactId>algorithms-miscellaneous-1</artifactId>
<version>0.0.1-SNAPSHOT</version>
<name>algorithms-miscellaneous-1</name>
<parent>
<groupId>com.baeldung</groupId>
<artifactId>parent-modules</artifactId>
<version>1.0.0-SNAPSHOT</version>
</parent>
<dependencies>
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-math3</artifactId>
<version>${commons-math3.version}</version>
</dependency>
<dependency>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
<version>${guava.version}</version>
</dependency>
<dependency>
<groupId>commons-codec</groupId>
<artifactId>commons-codec</artifactId>
<version>${commons-codec.version}</version>
</dependency>
<dependency>
<groupId>org.projectlombok</groupId>
<artifactId>lombok</artifactId>
<version>${lombok.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.assertj</groupId>
<artifactId>assertj-core</artifactId>
<version>${org.assertj.core.version}</version>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<pluginManagement>
<plugins>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>exec-maven-plugin</artifactId>
<version>${exec-maven-plugin.version}</version>
</plugin>
</plugins>
</pluginManagement>
</build>
<reporting>
<plugins>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>cobertura-maven-plugin</artifactId>
<version>2.7</version>
<configuration>
<instrumentation>
<ignores>
<ignore>com/baeldung/algorithms/dijkstra/*</ignore>
</ignores>
<excludes>
<exclude>com/baeldung/algorithms/dijkstra/*</exclude>
</excludes>
</instrumentation>
</configuration>
</plugin>
</plugins>
</reporting>
<properties>
<lombok.version>1.16.12</lombok.version>
<commons-math3.version>3.6.1</commons-math3.version>
<org.assertj.core.version>3.9.0</org.assertj.core.version>
<commons-codec.version>1.11</commons-codec.version>
<guava.version>25.1-jre</guava.version>
</properties>
</project>

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@ -0,0 +1,63 @@
package com.baeldung.algorithms.factorial;
import java.math.BigInteger;
import java.util.stream.LongStream;
import org.apache.commons.math3.util.CombinatoricsUtils;
import com.google.common.math.BigIntegerMath;
public class Factorial {
public long factorialUsingForLoop(int n) {
long fact = 1;
for (int i = 2; i <= n; i++) {
fact = fact * i;
}
return fact;
}
public long factorialUsingStreams(int n) {
return LongStream.rangeClosed(1, n)
.reduce(1, (long x, long y) -> x * y);
}
public long factorialUsingRecursion(int n) {
if (n <= 2) {
return n;
}
return n * factorialUsingRecursion(n - 1);
}
private Long[] factorials = new Long[20];
public long factorialUsingMemoize(int n) {
if (factorials[n] != null) {
return factorials[n];
}
if (n <= 2) {
return n;
}
long nthValue = n * factorialUsingMemoize(n - 1);
factorials[n] = nthValue;
return nthValue;
}
public BigInteger factorialHavingLargeResult(int n) {
BigInteger result = BigInteger.ONE;
for (int i = 2; i <= n; i++)
result = result.multiply(BigInteger.valueOf(i));
return result;
}
public long factorialUsingApacheCommons(int n) {
return CombinatoricsUtils.factorial(n);
}
public BigInteger factorialUsingGuava(int n) {
return BigIntegerMath.factorial(n);
}
}

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@ -0,0 +1,72 @@
package com.baeldung.algorithms.factorial;
import static org.assertj.core.api.Assertions.assertThat;
import java.math.BigInteger;
import org.junit.Before;
import org.junit.Test;
public class FactorialUnitTest {
Factorial factorial;
@Before
public void setup() {
factorial = new Factorial();
}
@Test
public void whenCalculatingFactorialUsingForLoop_thenCorrect() {
int n = 5;
assertThat(factorial.factorialUsingForLoop(n)).isEqualTo(120);
}
@Test
public void whenCalculatingFactorialUsingStreams_thenCorrect() {
int n = 5;
assertThat(factorial.factorialUsingStreams(n)).isEqualTo(120);
}
@Test
public void whenCalculatingFactorialUsingRecursion_thenCorrect() {
int n = 5;
assertThat(factorial.factorialUsingRecursion(n)).isEqualTo(120);
}
@Test
public void whenCalculatingFactorialUsingMemoize_thenCorrect() {
int n = 5;
assertThat(factorial.factorialUsingMemoize(n)).isEqualTo(120);
n = 6;
assertThat(factorial.factorialUsingMemoize(n)).isEqualTo(720);
}
@Test
public void whenCalculatingFactorialHavingLargeResult_thenCorrect() {
int n = 22;
assertThat(factorial.factorialHavingLargeResult(n)).isEqualTo(new BigInteger("1124000727777607680000"));
}
@Test
public void whenCalculatingFactorialUsingApacheCommons_thenCorrect() {
int n = 5;
assertThat(factorial.factorialUsingApacheCommons(n)).isEqualTo(120);
}
@Test
public void whenCalculatingFactorialUsingGuava_thenCorrect() {
int n = 22;
assertThat(factorial.factorialUsingGuava(n)).isEqualTo(new BigInteger("1124000727777607680000"));
}
}

4
algorithms-miscellaneous-2/.gitignore vendored Normal file
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@ -0,0 +1,4 @@
/target/
.settings/
.classpath
.project

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@ -0,0 +1,20 @@
## Relevant articles:
- [Dijkstra Algorithm in Java](http://www.baeldung.com/java-dijkstra)
- [Introduction to Cobertura](http://www.baeldung.com/cobertura)
- [Test a Linked List for Cyclicity](http://www.baeldung.com/java-linked-list-cyclicity)
- [Introduction to JGraphT](http://www.baeldung.com/jgrapht)
- [A Maze Solver in Java](http://www.baeldung.com/java-solve-maze)
- [Create a Sudoku Solver in Java](http://www.baeldung.com/java-sudoku)
- [Displaying Money Amounts in Words](http://www.baeldung.com/java-money-into-words)
- [A Collaborative Filtering Recommendation System in Java](http://www.baeldung.com/java-collaborative-filtering-recommendations)
- [Converting Between Roman and Arabic Numerals in Java](http://www.baeldung.com/java-convert-roman-arabic)
- [Practical Java Examples of the Big O Notation](http://www.baeldung.com/java-algorithm-complexity)
- [An Introduction to the Theory of Big-O Notation](http://www.baeldung.com/big-o-notation)
- [Check If Two Rectangles Overlap In Java](https://www.baeldung.com/java-check-if-two-rectangles-overlap)
- [Calculate the Distance Between Two Points in Java](https://www.baeldung.com/java-distance-between-two-points)
- [Find the Intersection of Two Lines in Java](https://www.baeldung.com/java-intersection-of-two-lines)
- [Round Up to the Nearest Hundred](https://www.baeldung.com/java-round-up-nearest-hundred)
- [Calculate Percentage in Java](https://www.baeldung.com/java-calculate-percentage)
- [Converting Between Byte Arrays and Hexadecimal Strings in Java](https://www.baeldung.com/java-byte-arrays-hex-strings)
- [Convert Latitude and Longitude to a 2D Point in Java](https://www.baeldung.com/java-convert-latitude-longitude)

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@ -1,90 +1,90 @@
<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>algorithms</artifactId>
<version>0.0.1-SNAPSHOT</version>
<parent>
<groupId>com.baeldung</groupId>
<artifactId>parent-modules</artifactId>
<version>1.0.0-SNAPSHOT</version>
</parent>
<dependencies>
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-math3</artifactId>
<version>${commons-math3.version}</version>
</dependency>
<dependency>
<groupId>org.projectlombok</groupId>
<artifactId>lombok</artifactId>
<version>${lombok.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>io.jenetics</groupId>
<artifactId>jenetics</artifactId>
<version>${io.jenetics.version}</version>
</dependency>
<dependency>
<groupId>org.jgrapht</groupId>
<artifactId>jgrapht-core</artifactId>
<version>${org.jgrapht.core.version}</version>
</dependency>
<dependency>
<groupId>pl.allegro.finance</groupId>
<artifactId>tradukisto</artifactId>
<version>${tradukisto.version}</version>
</dependency>
<dependency>
<groupId>org.assertj</groupId>
<artifactId>assertj-core</artifactId>
<version>${org.assertj.core.version}</version>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<pluginManagement>
<plugins>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>exec-maven-plugin</artifactId>
<version>${exec-maven-plugin.version}</version>
</plugin>
</plugins>
</pluginManagement>
</build>
<reporting>
<plugins>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>cobertura-maven-plugin</artifactId>
<version>2.7</version>
<configuration>
<instrumentation>
<ignores>
<ignore>com/baeldung/algorithms/dijkstra/*</ignore>
</ignores>
<excludes>
<exclude>com/baeldung/algorithms/dijkstra/*</exclude>
</excludes>
</instrumentation>
</configuration>
</plugin>
</plugins>
</reporting>
<properties>
<lombok.version>1.16.12</lombok.version>
<commons-math3.version>3.6.1</commons-math3.version>
<tradukisto.version>1.0.1</tradukisto.version>
<io.jenetics.version>3.7.0</io.jenetics.version>
<org.jgrapht.core.version>1.0.1</org.jgrapht.core.version>
<org.assertj.core.version>3.9.0</org.assertj.core.version>
</properties>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<artifactId>algorithms-miscellaneous-2</artifactId>
<version>0.0.1-SNAPSHOT</version>
<name>algorithms-miscellaneous-2</name>
<parent>
<groupId>com.baeldung</groupId>
<artifactId>parent-modules</artifactId>
<version>1.0.0-SNAPSHOT</version>
</parent>
<dependencies>
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-math3</artifactId>
<version>${commons-math3.version}</version>
</dependency>
<dependency>
<groupId>commons-codec</groupId>
<artifactId>commons-codec</artifactId>
<version>${commons-codec.version}</version>
</dependency>
<dependency>
<groupId>org.projectlombok</groupId>
<artifactId>lombok</artifactId>
<version>${lombok.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.jgrapht</groupId>
<artifactId>jgrapht-core</artifactId>
<version>${org.jgrapht.core.version}</version>
</dependency>
<dependency>
<groupId>pl.allegro.finance</groupId>
<artifactId>tradukisto</artifactId>
<version>${tradukisto.version}</version>
</dependency>
<dependency>
<groupId>org.assertj</groupId>
<artifactId>assertj-core</artifactId>
<version>${org.assertj.core.version}</version>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<pluginManagement>
<plugins>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>exec-maven-plugin</artifactId>
<version>${exec-maven-plugin.version}</version>
</plugin>
</plugins>
</pluginManagement>
</build>
<reporting>
<plugins>
<plugin>
<groupId>org.codehaus.mojo</groupId>
<artifactId>cobertura-maven-plugin</artifactId>
<version>2.7</version>
<configuration>
<instrumentation>
<ignores>
<ignore>com/baeldung/algorithms/dijkstra/*</ignore>
</ignores>
<excludes>
<exclude>com/baeldung/algorithms/dijkstra/*</exclude>
</excludes>
</instrumentation>
</configuration>
</plugin>
</plugins>
</reporting>
<properties>
<lombok.version>1.16.12</lombok.version>
<commons-math3.version>3.6.1</commons-math3.version>
<tradukisto.version>1.0.1</tradukisto.version>
<org.jgrapht.core.version>1.0.1</org.jgrapht.core.version>
<org.assertj.core.version>3.9.0</org.assertj.core.version>
<commons-codec.version>1.11</commons-codec.version>
</properties>
</project>

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@ -0,0 +1,28 @@
package com.baeldung.algorithms;
import java.util.Scanner;
import com.baeldung.algorithms.slope_one.SlopeOne;
public class RunAlgorithm {
public static void main(String[] args) throws InstantiationException, IllegalAccessException {
Scanner in = new Scanner(System.in);
System.out.println("1 - Slope One");
System.out.println("2 - Dijkstra");
int decision = in.nextInt();
switch (decision) {
case 1:
SlopeOne.slopeOne(3);
break;
case 2:
System.out.println("Please run the DijkstraAlgorithmLongRunningUnitTest.");
break;
default:
System.out.println("Unknown option");
break;
}
in.close();
}
}

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@ -0,0 +1,110 @@
package com.baeldung.algorithms.conversion;
import java.math.BigInteger;
import javax.xml.bind.DatatypeConverter;
import org.apache.commons.codec.DecoderException;
import org.apache.commons.codec.binary.Hex;
import com.google.common.io.BaseEncoding;
public class HexStringConverter {
/**
* Create a byte Array from String of hexadecimal digits using Character conversion
* @param hexString - Hexadecimal digits as String
* @return Desired byte Array
*/
public byte[] decodeHexString(String hexString) {
if (hexString.length() % 2 == 1) {
throw new IllegalArgumentException("Invalid hexadecimal String supplied.");
}
byte[] bytes = new byte[hexString.length() / 2];
for (int i = 0; i < hexString.length(); i += 2) {
bytes[i / 2] = hexToByte(hexString.substring(i, i + 2));
}
return bytes;
}
/**
* Create a String of hexadecimal digits from a byte Array using Character conversion
* @param byteArray - The byte Array
* @return Desired String of hexadecimal digits in lower case
*/
public String encodeHexString(byte[] byteArray) {
StringBuffer hexStringBuffer = new StringBuffer();
for (int i = 0; i < byteArray.length; i++) {
hexStringBuffer.append(byteToHex(byteArray[i]));
}
return hexStringBuffer.toString();
}
public String byteToHex(byte num) {
char[] hexDigits = new char[2];
hexDigits[0] = Character.forDigit((num >> 4) & 0xF, 16);
hexDigits[1] = Character.forDigit((num & 0xF), 16);
return new String(hexDigits);
}
public byte hexToByte(String hexString) {
int firstDigit = toDigit(hexString.charAt(0));
int secondDigit = toDigit(hexString.charAt(1));
return (byte) ((firstDigit << 4) + secondDigit);
}
private int toDigit(char hexChar) {
int digit = Character.digit(hexChar, 16);
if(digit == -1) {
throw new IllegalArgumentException("Invalid Hexadecimal Character: "+ hexChar);
}
return digit;
}
public String encodeUsingBigIntegerToString(byte[] bytes) {
BigInteger bigInteger = new BigInteger(1, bytes);
return bigInteger.toString(16);
}
public String encodeUsingBigIntegerStringFormat(byte[] bytes) {
BigInteger bigInteger = new BigInteger(1, bytes);
return String.format("%0" + (bytes.length << 1) + "x", bigInteger);
}
public byte[] decodeUsingBigInteger(String hexString) {
byte[] byteArray = new BigInteger(hexString, 16).toByteArray();
if (byteArray[0] == 0) {
byte[] output = new byte[byteArray.length - 1];
System.arraycopy(byteArray, 1, output, 0, output.length);
return output;
}
return byteArray;
}
public String encodeUsingDataTypeConverter(byte[] bytes) {
return DatatypeConverter.printHexBinary(bytes);
}
public byte[] decodeUsingDataTypeConverter(String hexString) {
return DatatypeConverter.parseHexBinary(hexString);
}
public String encodeUsingApacheCommons(byte[] bytes) throws DecoderException {
return Hex.encodeHexString(bytes);
}
public byte[] decodeUsingApacheCommons(String hexString) throws DecoderException {
return Hex.decodeHex(hexString);
}
public String encodeUsingGuava(byte[] bytes) {
return BaseEncoding.base16()
.encode(bytes);
}
public byte[] decodeUsingGuava(String hexString) {
return BaseEncoding.base16()
.decode(hexString.toUpperCase());
}
}

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@ -1,15 +1,15 @@
package com.baeldung.algorithms.editdistance;
import java.util.Arrays;
public class EditDistanceBase {
static int costOfSubstitution(char a, char b) {
return a == b ? 0 : 1;
}
static int min(int... numbers) {
return Arrays.stream(numbers)
.min().orElse(Integer.MAX_VALUE);
}
}
package com.baeldung.algorithms.editdistance;
import java.util.Arrays;
public class EditDistanceBase {
static int costOfSubstitution(char a, char b) {
return a == b ? 0 : 1;
}
static int min(int... numbers) {
return Arrays.stream(numbers)
.min().orElse(Integer.MAX_VALUE);
}
}

View File

@ -1,26 +1,26 @@
package com.baeldung.algorithms.editdistance;
public class EditDistanceDynamicProgramming extends EditDistanceBase {
static int calculate(String x, String y) {
int[][] dp = new int[x.length() + 1][y.length() + 1];
for (int i = 0; i <= x.length(); i++) {
for (int j = 0; j <= y.length(); j++) {
if (i == 0)
dp[i][j] = j;
else if (j == 0)
dp[i][j] = i;
else {
dp[i][j] = min(dp[i - 1][j - 1]
+ costOfSubstitution(x.charAt(i - 1), y.charAt(j - 1)),
dp[i - 1][j] + 1, dp[i][j - 1] + 1);
}
}
}
return dp[x.length()][y.length()];
}
}
package com.baeldung.algorithms.editdistance;
public class EditDistanceDynamicProgramming extends EditDistanceBase {
static int calculate(String x, String y) {
int[][] dp = new int[x.length() + 1][y.length() + 1];
for (int i = 0; i <= x.length(); i++) {
for (int j = 0; j <= y.length(); j++) {
if (i == 0)
dp[i][j] = j;
else if (j == 0)
dp[i][j] = i;
else {
dp[i][j] = min(dp[i - 1][j - 1]
+ costOfSubstitution(x.charAt(i - 1), y.charAt(j - 1)),
dp[i - 1][j] + 1, dp[i][j - 1] + 1);
}
}
}
return dp[x.length()][y.length()];
}
}

View File

@ -1,21 +1,21 @@
package com.baeldung.algorithms.editdistance;
public class EditDistanceRecursive extends EditDistanceBase {
static int calculate(String x, String y) {
if (x.isEmpty()) {
return y.length();
}
if (y.isEmpty()) {
return x.length();
}
int substitution = calculate(x.substring(1), y.substring(1)) + costOfSubstitution(x.charAt(0), y.charAt(0));
int insertion = calculate(x, y.substring(1)) + 1;
int deletion = calculate(x.substring(1), y) + 1;
return min(substitution, insertion, deletion);
}
}
package com.baeldung.algorithms.editdistance;
public class EditDistanceRecursive extends EditDistanceBase {
static int calculate(String x, String y) {
if (x.isEmpty()) {
return y.length();
}
if (y.isEmpty()) {
return x.length();
}
int substitution = calculate(x.substring(1), y.substring(1)) + costOfSubstitution(x.charAt(0), y.charAt(0));
int insertion = calculate(x, y.substring(1)) + 1;
int deletion = calculate(x.substring(1), y) + 1;
return min(substitution, insertion, deletion);
}
}

View File

@ -1,38 +1,38 @@
package com.baeldung.algorithms.linkedlist;
public class CycleDetectionBruteForce {
public static <T> CycleDetectionResult<T> detectCycle(Node<T> head) {
if (head == null) {
return new CycleDetectionResult<>(false, null);
}
Node<T> it1 = head;
int nodesTraversedByOuter = 0;
while (it1 != null && it1.next != null) {
it1 = it1.next;
nodesTraversedByOuter++;
int x = nodesTraversedByOuter;
Node<T> it2 = head;
int noOfTimesCurrentNodeVisited = 0;
while (x > 0) {
it2 = it2.next;
if (it2 == it1) {
noOfTimesCurrentNodeVisited++;
}
if (noOfTimesCurrentNodeVisited == 2) {
return new CycleDetectionResult<>(true, it1);
}
x--;
}
}
return new CycleDetectionResult<>(false, null);
}
}
package com.baeldung.algorithms.linkedlist;
public class CycleDetectionBruteForce {
public static <T> CycleDetectionResult<T> detectCycle(Node<T> head) {
if (head == null) {
return new CycleDetectionResult<>(false, null);
}
Node<T> it1 = head;
int nodesTraversedByOuter = 0;
while (it1 != null && it1.next != null) {
it1 = it1.next;
nodesTraversedByOuter++;
int x = nodesTraversedByOuter;
Node<T> it2 = head;
int noOfTimesCurrentNodeVisited = 0;
while (x > 0) {
it2 = it2.next;
if (it2 == it1) {
noOfTimesCurrentNodeVisited++;
}
if (noOfTimesCurrentNodeVisited == 2) {
return new CycleDetectionResult<>(true, it1);
}
x--;
}
}
return new CycleDetectionResult<>(false, null);
}
}

View File

@ -1,25 +1,25 @@
package com.baeldung.algorithms.linkedlist;
public class CycleDetectionByFastAndSlowIterators {
public static <T> CycleDetectionResult<T> detectCycle(Node<T> head) {
if (head == null) {
return new CycleDetectionResult<>(false, null);
}
Node<T> slow = head;
Node<T> fast = head;
while (fast != null && fast.next != null) {
slow = slow.next;
fast = fast.next.next;
if (slow == fast) {
return new CycleDetectionResult<>(true, fast);
}
}
return new CycleDetectionResult<>(false, null);
}
}
package com.baeldung.algorithms.linkedlist;
public class CycleDetectionByFastAndSlowIterators {
public static <T> CycleDetectionResult<T> detectCycle(Node<T> head) {
if (head == null) {
return new CycleDetectionResult<>(false, null);
}
Node<T> slow = head;
Node<T> fast = head;
while (fast != null && fast.next != null) {
slow = slow.next;
fast = fast.next.next;
if (slow == fast) {
return new CycleDetectionResult<>(true, fast);
}
}
return new CycleDetectionResult<>(false, null);
}
}

View File

@ -1,27 +1,27 @@
package com.baeldung.algorithms.linkedlist;
import java.util.HashSet;
import java.util.Set;
public class CycleDetectionByHashing {
public static <T> CycleDetectionResult<T> detectCycle(Node<T> head) {
if (head == null) {
return new CycleDetectionResult<>(false, null);
}
Set<Node<T>> set = new HashSet<>();
Node<T> node = head;
while (node != null) {
if (set.contains(node)) {
return new CycleDetectionResult<>(true, node);
}
set.add(node);
node = node.next;
}
return new CycleDetectionResult<>(false, null);
}
}
package com.baeldung.algorithms.linkedlist;
import java.util.HashSet;
import java.util.Set;
public class CycleDetectionByHashing {
public static <T> CycleDetectionResult<T> detectCycle(Node<T> head) {
if (head == null) {
return new CycleDetectionResult<>(false, null);
}
Set<Node<T>> set = new HashSet<>();
Node<T> node = head;
while (node != null) {
if (set.contains(node)) {
return new CycleDetectionResult<>(true, node);
}
set.add(node);
node = node.next;
}
return new CycleDetectionResult<>(false, null);
}
}

View File

@ -1,12 +1,12 @@
package com.baeldung.algorithms.linkedlist;
public class CycleDetectionResult<T> {
boolean cycleExists;
Node<T> node;
public CycleDetectionResult(boolean cycleExists, Node<T> node) {
super();
this.cycleExists = cycleExists;
this.node = node;
}
}
package com.baeldung.algorithms.linkedlist;
public class CycleDetectionResult<T> {
boolean cycleExists;
Node<T> node;
public CycleDetectionResult(boolean cycleExists, Node<T> node) {
super();
this.cycleExists = cycleExists;
this.node = node;
}
}

View File

@ -1,56 +1,56 @@
package com.baeldung.algorithms.linkedlist;
public class CycleRemovalBruteForce {
public static <T> boolean detectAndRemoveCycle(Node<T> head) {
CycleDetectionResult<T> result = CycleDetectionByFastAndSlowIterators.detectCycle(head);
if (result.cycleExists) {
removeCycle(result.node, head);
}
return result.cycleExists;
}
/**
* @param loopNodeParam - reference to the node where Flyods cycle
* finding algorithm ends, i.e. the fast and the slow iterators
* meet.
* @param head - reference to the head of the list
*/
private static <T> void removeCycle(Node<T> loopNodeParam, Node<T> head) {
Node<T> it = head;
while (it != null) {
if (isNodeReachableFromLoopNode(it, loopNodeParam)) {
Node<T> loopStart = it;
findEndNodeAndBreakCycle(loopStart);
break;
}
it = it.next;
}
}
private static <T> boolean isNodeReachableFromLoopNode(Node<T> it, Node<T> loopNodeParam) {
Node<T> loopNode = loopNodeParam;
do {
if (it == loopNode) {
return true;
}
loopNode = loopNode.next;
} while (loopNode.next != loopNodeParam);
return false;
}
private static <T> void findEndNodeAndBreakCycle(Node<T> loopStartParam) {
Node<T> loopStart = loopStartParam;
while (loopStart.next != loopStartParam) {
loopStart = loopStart.next;
}
loopStart.next = null;
}
}
package com.baeldung.algorithms.linkedlist;
public class CycleRemovalBruteForce {
public static <T> boolean detectAndRemoveCycle(Node<T> head) {
CycleDetectionResult<T> result = CycleDetectionByFastAndSlowIterators.detectCycle(head);
if (result.cycleExists) {
removeCycle(result.node, head);
}
return result.cycleExists;
}
/**
* @param loopNodeParam - reference to the node where Flyods cycle
* finding algorithm ends, i.e. the fast and the slow iterators
* meet.
* @param head - reference to the head of the list
*/
private static <T> void removeCycle(Node<T> loopNodeParam, Node<T> head) {
Node<T> it = head;
while (it != null) {
if (isNodeReachableFromLoopNode(it, loopNodeParam)) {
Node<T> loopStart = it;
findEndNodeAndBreakCycle(loopStart);
break;
}
it = it.next;
}
}
private static <T> boolean isNodeReachableFromLoopNode(Node<T> it, Node<T> loopNodeParam) {
Node<T> loopNode = loopNodeParam;
do {
if (it == loopNode) {
return true;
}
loopNode = loopNode.next;
} while (loopNode.next != loopNodeParam);
return false;
}
private static <T> void findEndNodeAndBreakCycle(Node<T> loopStartParam) {
Node<T> loopStart = loopStartParam;
while (loopStart.next != loopStartParam) {
loopStart = loopStart.next;
}
loopStart.next = null;
}
}

View File

@ -1,44 +1,44 @@
package com.baeldung.algorithms.linkedlist;
public class CycleRemovalByCountingLoopNodes {
public static <T> boolean detectAndRemoveCycle(Node<T> head) {
CycleDetectionResult<T> result = CycleDetectionByFastAndSlowIterators.detectCycle(head);
if (result.cycleExists) {
removeCycle(result.node, head);
}
return result.cycleExists;
}
private static <T> void removeCycle(Node<T> loopNodeParam, Node<T> head) {
int cycleLength = calculateCycleLength(loopNodeParam);
Node<T> cycleLengthAdvancedIterator = head;
Node<T> it = head;
for (int i = 0; i < cycleLength; i++) {
cycleLengthAdvancedIterator = cycleLengthAdvancedIterator.next;
}
while (it.next != cycleLengthAdvancedIterator.next) {
it = it.next;
cycleLengthAdvancedIterator = cycleLengthAdvancedIterator.next;
}
cycleLengthAdvancedIterator.next = null;
}
private static <T> int calculateCycleLength(Node<T> loopNodeParam) {
Node<T> loopNode = loopNodeParam;
int length = 1;
while (loopNode.next != loopNodeParam) {
length++;
loopNode = loopNode.next;
}
return length;
}
}
package com.baeldung.algorithms.linkedlist;
public class CycleRemovalByCountingLoopNodes {
public static <T> boolean detectAndRemoveCycle(Node<T> head) {
CycleDetectionResult<T> result = CycleDetectionByFastAndSlowIterators.detectCycle(head);
if (result.cycleExists) {
removeCycle(result.node, head);
}
return result.cycleExists;
}
private static <T> void removeCycle(Node<T> loopNodeParam, Node<T> head) {
int cycleLength = calculateCycleLength(loopNodeParam);
Node<T> cycleLengthAdvancedIterator = head;
Node<T> it = head;
for (int i = 0; i < cycleLength; i++) {
cycleLengthAdvancedIterator = cycleLengthAdvancedIterator.next;
}
while (it.next != cycleLengthAdvancedIterator.next) {
it = it.next;
cycleLengthAdvancedIterator = cycleLengthAdvancedIterator.next;
}
cycleLengthAdvancedIterator.next = null;
}
private static <T> int calculateCycleLength(Node<T> loopNodeParam) {
Node<T> loopNode = loopNodeParam;
int length = 1;
while (loopNode.next != loopNodeParam) {
length++;
loopNode = loopNode.next;
}
return length;
}
}

View File

@ -1,27 +1,27 @@
package com.baeldung.algorithms.linkedlist;
public class CycleRemovalWithoutCountingLoopNodes {
public static <T> boolean detectAndRemoveCycle(Node<T> head) {
CycleDetectionResult<T> result = CycleDetectionByFastAndSlowIterators.detectCycle(head);
if (result.cycleExists) {
removeCycle(result.node, head);
}
return result.cycleExists;
}
private static <T> void removeCycle(Node<T> meetingPointParam, Node<T> head) {
Node<T> loopNode = meetingPointParam;
Node<T> it = head;
while (loopNode.next != it.next) {
it = it.next;
loopNode = loopNode.next;
}
loopNode.next = null;
}
}
package com.baeldung.algorithms.linkedlist;
public class CycleRemovalWithoutCountingLoopNodes {
public static <T> boolean detectAndRemoveCycle(Node<T> head) {
CycleDetectionResult<T> result = CycleDetectionByFastAndSlowIterators.detectCycle(head);
if (result.cycleExists) {
removeCycle(result.node, head);
}
return result.cycleExists;
}
private static <T> void removeCycle(Node<T> meetingPointParam, Node<T> head) {
Node<T> loopNode = meetingPointParam;
Node<T> it = head;
while (loopNode.next != it.next) {
it = it.next;
loopNode = loopNode.next;
}
loopNode.next = null;
}
}

View File

@ -1,38 +1,38 @@
package com.baeldung.algorithms.linkedlist;
public class Node<T> {
T data;
Node<T> next;
public static <T> Node<T> createNewNode(T data, Node<T> next) {
Node<T> node = new Node<T>();
node.data = data;
node.next = next;
return node;
}
public static <T> void traverseList(Node<T> root) {
if (root == null) {
return;
}
Node<T> node = root;
while (node != null) {
System.out.println(node.data);
node = node.next;
}
}
public static <T> Node<T> getTail(Node<T> root) {
if (root == null) {
return null;
}
Node<T> node = root;
while (node.next != null) {
node = node.next;
}
return node;
}
package com.baeldung.algorithms.linkedlist;
public class Node<T> {
T data;
Node<T> next;
public static <T> Node<T> createNewNode(T data, Node<T> next) {
Node<T> node = new Node<T>();
node.data = data;
node.next = next;
return node;
}
public static <T> void traverseList(Node<T> root) {
if (root == null) {
return;
}
Node<T> node = root;
while (node != null) {
System.out.println(node.data);
node = node.next;
}
}
public static <T> Node<T> getTail(Node<T> root) {
if (root == null) {
return null;
}
Node<T> node = root;
while (node.next != null) {
node = node.next;
}
return node;
}
}

View File

@ -1,52 +1,52 @@
package com.baeldung.algorithms.maze.solver;
import java.util.ArrayList;
import java.util.Collections;
import java.util.LinkedList;
import java.util.List;
public class BFSMazeSolver {
private static final int[][] DIRECTIONS = { { 0, 1 }, { 1, 0 }, { 0, -1 }, { -1, 0 } };
public List<Coordinate> solve(Maze maze) {
LinkedList<Coordinate> nextToVisit = new LinkedList<>();
Coordinate start = maze.getEntry();
nextToVisit.add(start);
while (!nextToVisit.isEmpty()) {
Coordinate cur = nextToVisit.remove();
if (!maze.isValidLocation(cur.getX(), cur.getY()) || maze.isExplored(cur.getX(), cur.getY())) {
continue;
}
if (maze.isWall(cur.getX(), cur.getY())) {
maze.setVisited(cur.getX(), cur.getY(), true);
continue;
}
if (maze.isExit(cur.getX(), cur.getY())) {
return backtrackPath(cur);
}
for (int[] direction : DIRECTIONS) {
Coordinate coordinate = new Coordinate(cur.getX() + direction[0], cur.getY() + direction[1], cur);
nextToVisit.add(coordinate);
maze.setVisited(cur.getX(), cur.getY(), true);
}
}
return Collections.emptyList();
}
private List<Coordinate> backtrackPath(Coordinate cur) {
List<Coordinate> path = new ArrayList<>();
Coordinate iter = cur;
while (iter != null) {
path.add(iter);
iter = iter.parent;
}
return path;
}
}
package com.baeldung.algorithms.maze.solver;
import java.util.ArrayList;
import java.util.Collections;
import java.util.LinkedList;
import java.util.List;
public class BFSMazeSolver {
private static final int[][] DIRECTIONS = { { 0, 1 }, { 1, 0 }, { 0, -1 }, { -1, 0 } };
public List<Coordinate> solve(Maze maze) {
LinkedList<Coordinate> nextToVisit = new LinkedList<>();
Coordinate start = maze.getEntry();
nextToVisit.add(start);
while (!nextToVisit.isEmpty()) {
Coordinate cur = nextToVisit.remove();
if (!maze.isValidLocation(cur.getX(), cur.getY()) || maze.isExplored(cur.getX(), cur.getY())) {
continue;
}
if (maze.isWall(cur.getX(), cur.getY())) {
maze.setVisited(cur.getX(), cur.getY(), true);
continue;
}
if (maze.isExit(cur.getX(), cur.getY())) {
return backtrackPath(cur);
}
for (int[] direction : DIRECTIONS) {
Coordinate coordinate = new Coordinate(cur.getX() + direction[0], cur.getY() + direction[1], cur);
nextToVisit.add(coordinate);
maze.setVisited(cur.getX(), cur.getY(), true);
}
}
return Collections.emptyList();
}
private List<Coordinate> backtrackPath(Coordinate cur) {
List<Coordinate> path = new ArrayList<>();
Coordinate iter = cur;
while (iter != null) {
path.add(iter);
iter = iter.parent;
}
return path;
}
}

View File

@ -1,31 +1,31 @@
package com.baeldung.algorithms.maze.solver;
public class Coordinate {
int x;
int y;
Coordinate parent;
public Coordinate(int x, int y) {
this.x = x;
this.y = y;
this.parent = null;
}
public Coordinate(int x, int y, Coordinate parent) {
this.x = x;
this.y = y;
this.parent = parent;
}
int getX() {
return x;
}
int getY() {
return y;
}
Coordinate getParent() {
return parent;
}
}
package com.baeldung.algorithms.maze.solver;
public class Coordinate {
int x;
int y;
Coordinate parent;
public Coordinate(int x, int y) {
this.x = x;
this.y = y;
this.parent = null;
}
public Coordinate(int x, int y, Coordinate parent) {
this.x = x;
this.y = y;
this.parent = parent;
}
int getX() {
return x;
}
int getY() {
return y;
}
Coordinate getParent() {
return parent;
}
}

View File

@ -1,48 +1,48 @@
package com.baeldung.algorithms.maze.solver;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
public class DFSMazeSolver {
private static final int[][] DIRECTIONS = { { 0, 1 }, { 1, 0 }, { 0, -1 }, { -1, 0 } };
public List<Coordinate> solve(Maze maze) {
List<Coordinate> path = new ArrayList<>();
if (explore(maze, maze.getEntry()
.getX(),
maze.getEntry()
.getY(),
path)) {
return path;
}
return Collections.emptyList();
}
private boolean explore(Maze maze, int row, int col, List<Coordinate> path) {
if (!maze.isValidLocation(row, col) || maze.isWall(row, col) || maze.isExplored(row, col)) {
return false;
}
path.add(new Coordinate(row, col));
maze.setVisited(row, col, true);
if (maze.isExit(row, col)) {
return true;
}
for (int[] direction : DIRECTIONS) {
Coordinate coordinate = getNextCoordinate(row, col, direction[0], direction[1]);
if (explore(maze, coordinate.getX(), coordinate.getY(), path)) {
return true;
}
}
path.remove(path.size() - 1);
return false;
}
private Coordinate getNextCoordinate(int row, int col, int i, int j) {
return new Coordinate(row + i, col + j);
}
}
package com.baeldung.algorithms.maze.solver;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
public class DFSMazeSolver {
private static final int[][] DIRECTIONS = { { 0, 1 }, { 1, 0 }, { 0, -1 }, { -1, 0 } };
public List<Coordinate> solve(Maze maze) {
List<Coordinate> path = new ArrayList<>();
if (explore(maze, maze.getEntry()
.getX(),
maze.getEntry()
.getY(),
path)) {
return path;
}
return Collections.emptyList();
}
private boolean explore(Maze maze, int row, int col, List<Coordinate> path) {
if (!maze.isValidLocation(row, col) || maze.isWall(row, col) || maze.isExplored(row, col)) {
return false;
}
path.add(new Coordinate(row, col));
maze.setVisited(row, col, true);
if (maze.isExit(row, col)) {
return true;
}
for (int[] direction : DIRECTIONS) {
Coordinate coordinate = getNextCoordinate(row, col, direction[0], direction[1]);
if (explore(maze, coordinate.getX(), coordinate.getY(), path)) {
return true;
}
}
path.remove(path.size() - 1);
return false;
}
private Coordinate getNextCoordinate(int row, int col, int i, int j) {
return new Coordinate(row + i, col + j);
}
}

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