Merge branch 'master' of https://github.com/eugenp/tutorials into BAEL-15393

This commit is contained in:
amit2103
2019-09-07 20:51:40 +05:30
153 changed files with 3639 additions and 3413 deletions
@@ -0,0 +1,70 @@
package com.baeldung.bucketsort;
import java.util.ArrayList;
import java.util.Comparator;
import java.util.List;
public class IntegerBucketSorter implements Sorter<Integer> {
private final Comparator<Integer> comparator;
public IntegerBucketSorter(Comparator<Integer> comparator) {
this.comparator = comparator;
}
public IntegerBucketSorter() {
comparator = Comparator.naturalOrder();
}
public List<Integer> sort(List<Integer> arrayToSort) {
List<List<Integer>> buckets = splitIntoUnsortedBuckets(arrayToSort);
for(List<Integer> bucket : buckets){
bucket.sort(comparator);
}
return concatenateSortedBuckets(buckets);
}
private List<Integer> concatenateSortedBuckets(List<List<Integer>> buckets){
List<Integer> sortedArray = new ArrayList<>();
int index = 0;
for(List<Integer> bucket : buckets){
for(int number : bucket){
sortedArray.add(index++, number);
}
}
return sortedArray;
}
private List<List<Integer>> splitIntoUnsortedBuckets(List<Integer> initialList){
final int[] codes = createHashes(initialList);
List<List<Integer>> buckets = new ArrayList<>(codes[1]);
for(int i = 0; i < codes[1]; i++) buckets.add(new ArrayList<>());
//distribute the data
for (int i : initialList) {
buckets.get(hash(i, codes)).add(i);
}
return buckets;
}
private int[] createHashes(List<Integer> input){
int m = input.get(0);
for (int i = 1; i < input.size(); i++) {
if (m < input.get(i)) {
m = input.get(i);
}
}
return new int[]{m, (int) Math.sqrt(input.size())};
}
private static int hash(int i, int[] code) {
return (int) ((double) i / code[0] * (code[1] - 1));
}
}
@@ -0,0 +1,8 @@
package com.baeldung.bucketsort;
import java.util.List;
public interface Sorter<T> {
List<T> sort(List<T> arrayToSort);
}
@@ -0,0 +1,33 @@
package com.baeldung.bucketsort;
import com.baeldung.bucketsort.IntegerBucketSorter;
import org.junit.Before;
import org.junit.Test;
import java.util.Arrays;
import java.util.List;
import static org.junit.Assert.assertEquals;
public class IntegerBucketSorterUnitTest {
private IntegerBucketSorter sorter;
@Before
public void setUp() throws Exception {
sorter = new IntegerBucketSorter();
}
@Test
public void givenUnsortedList_whenSortedUsingBucketSorter_checkSortingCorrect() {
List<Integer> unsorted = Arrays.asList(80,50,60,30,20,10,70,0,40,500,600,602,200,15);
List<Integer> expected = Arrays.asList(0,10,15,20,30,40,50,60,70,80,200,500,600,602);
List<Integer> actual = sorter.sort(unsorted);
assertEquals(expected, actual);
}
}
+6
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@@ -48,6 +48,11 @@
<version>${spock-core.version}</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>com.github.groovy-wslite</groupId>
<artifactId>groovy-wslite</artifactId>
<version>${groovy-wslite.version}</version>
</dependency>
</dependencies>
<build>
@@ -175,6 +180,7 @@
<junit.platform.version>1.0.0</junit.platform.version>
<hsqldb.version>2.4.0</hsqldb.version>
<spock-core.version>1.1-groovy-2.4</spock-core.version>
<groovy-wslite.version>1.1.3</groovy-wslite.version>
<maven-compiler-plugin.version>3.8.1</maven-compiler-plugin.version>
<logback.version>1.2.3</logback.version>
<groovy.version>2.5.7</groovy.version>
@@ -0,0 +1,152 @@
package com.baeldung.webservice
import groovy.json.JsonSlurper
import wslite.rest.ContentType
import wslite.rest.RESTClient
import wslite.rest.RESTClientException
import wslite.soap.SOAPClient
import wslite.soap.SOAPMessageBuilder
import wslite.http.auth.HTTPBasicAuthorization
import org.junit.Test
class WebserviceUnitTest extends GroovyTestCase {
JsonSlurper jsonSlurper = new JsonSlurper()
static RESTClient client = new RESTClient("https://postman-echo.com")
static {
client.defaultAcceptHeader = ContentType.JSON
client.httpClient.sslTrustAllCerts = true
}
void test_whenSendingGet_thenRespose200() {
def postmanGet = new URL('https://postman-echo.com/get')
def getConnection = postmanGet.openConnection()
getConnection.requestMethod = 'GET'
assert getConnection.responseCode == 200
if (getConnection.responseCode == 200) {
assert jsonSlurper.parseText(getConnection.content.text)?.headers?.host == "postman-echo.com"
}
}
void test_whenSendingPost_thenRespose200() {
def postmanPost = new URL('https://postman-echo.com/post')
def query = "q=This is post request form parameter."
def postConnection = postmanPost.openConnection()
postConnection.requestMethod = 'POST'
assert postConnection.responseCode == 200
}
void test_whenSendingPostWithParams_thenRespose200() {
def postmanPost = new URL('https://postman-echo.com/post')
def form = "param1=This is request parameter."
def postConnection = postmanPost.openConnection()
postConnection.requestMethod = 'POST'
postConnection.doOutput = true
def text
postConnection.with {
outputStream.withWriter { outputStreamWriter ->
outputStreamWriter << form
}
text = content.text
}
assert postConnection.responseCode == 200
assert jsonSlurper.parseText(text)?.json.param1 == "This is request parameter."
}
void test_whenReadingRSS_thenReceiveFeed() {
def rssFeed = new XmlParser().parse("https://news.google.com/rss?hl=en-US&gl=US&ceid=US:en")
def stories = []
(0..4).each {
def item = rssFeed.channel.item.get(it)
stories << item.title.text()
}
assert stories.size() == 5
}
void test_whenReadingAtom_thenReceiveFeed() {
def atomFeed = new XmlParser().parse("https://news.google.com/atom?hl=en-US&gl=US&ceid=US:en")
def stories = []
(0..4).each {
def entry = atomFeed.entry.get(it)
stories << entry.title.text()
}
assert stories.size() == 5
}
void test_whenConsumingSoap_thenReceiveResponse() {
def url = "http://www.dataaccess.com/webservicesserver/numberconversion.wso"
def soapClient = new SOAPClient(url)
def message = new SOAPMessageBuilder().build({
body {
NumberToWords(xmlns: "http://www.dataaccess.com/webservicesserver/") {
ubiNum(1234)
}
}
})
def response = soapClient.send(message.toString());
def words = response.NumberToWordsResponse
assert words == "one thousand two hundred and thirty four "
}
void test_whenConsumingRestGet_thenReceiveResponse() {
def path = "/get"
def response
try {
response = client.get(path: path)
assert response.statusCode == 200
assert response.json?.headers?.host == "postman-echo.com"
} catch (RESTClientException e) {
assert e?.response?.statusCode != 200
}
}
void test_whenConsumingRestPost_thenReceiveResponse() {
def path = "/post"
def params = ["foo":1,"bar":2]
def response
try {
response = client.post(path: path) {
type ContentType.JSON
json params
}
assert response.json?.data == params
} catch (RESTClientException e) {
e.printStackTrace()
assert e?.response?.statusCode != 200
}
}
void test_whenBasicAuthentication_thenReceive200() {
def path = "/basic-auth"
def response
try {
client.authorization = new HTTPBasicAuthorization("postman", "password")
response = client.get(path: path)
assert response.statusCode == 200
assert response.json?.authenticated == true
} catch (RESTClientException e) {
e.printStackTrace()
assert e?.response?.statusCode != 200
}
}
void test_whenOAuth_thenReceive200() {
RESTClient oAuthClient = new RESTClient("https://postman-echo.com")
oAuthClient.defaultAcceptHeader = ContentType.JSON
oAuthClient.httpClient.sslTrustAllCerts = true
def path = "/oauth1"
def params = [oauth_consumer_key: "RKCGzna7bv9YD57c", oauth_signature_method: "HMAC-SHA1", oauth_timestamp:1567089944, oauth_nonce: "URT7v4", oauth_version: 1.0, oauth_signature: 'RGgR/ktDmclkM0ISWaFzebtlO0A=']
def response
try {
response = oAuthClient.get(path: path, query: params)
assert response.statusCode == 200
assert response.statusMessage == "OK"
assert response.json.status == "pass"
} catch (RESTClientException e) {
assert e?.response?.statusCode != 200
}
}
}
@@ -0,0 +1,40 @@
package com.baeldung.java.list;
import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;
public class RemoveFromList {
public static void main(String[] args) {
List<String> sports = new ArrayList<>();
sports.add("Football");
sports.add("Basketball");
sports.add("Baseball");
sports.add("Boxing");
sports.add("Cycling");
System.out.println("List before removing: " + sports);
// Remove with index
sports.remove(1);
// Remove with an element
sports.remove("Baseball");
// Iterator remove method
Iterator<String> iterator = sports.iterator();
while (iterator.hasNext()) {
if (iterator.next().equals("Boxing")) {
iterator.remove();
break;
}
}
// ArrayList removeIf method (Java 8)
sports.removeIf(p -> p.equals("Cycling"));
System.out.println("List after removing: " + sports);
}
}
@@ -17,15 +17,9 @@ public class FileReaderExampleUnitTest {
public void givenFileReader_whenReadAllCharacters_thenReturnsContent() throws IOException {
String expectedText = "Hello, World!";
File file = new File(FILE_PATH);
FileReader fileReader = null;
try {
fileReader = new FileReader(file);
try (FileReader fileReader = new FileReader(file)) {
String content = FileReaderExample.readAllCharactersOneByOne(fileReader);
Assert.assertEquals(expectedText, content);
} finally {
if (fileReader != null) {
fileReader.close();
}
}
}
@@ -33,15 +27,9 @@ public class FileReaderExampleUnitTest {
public void givenFileReader_whenReadMultipleCharacters_thenReturnsContent() throws IOException {
String expectedText = "Hello";
File file = new File(FILE_PATH);
FileReader fileReader = null;
try {
fileReader = new FileReader(file);
try (FileReader fileReader = new FileReader(file)) {
String content = FileReaderExample.readMultipleCharacters(fileReader, 5);
Assert.assertEquals(expectedText, content);
} finally {
if (fileReader != null) {
fileReader.close();
}
}
}
+17
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@@ -207,6 +207,21 @@
<target>${maven.compiler.target}</target>
</configuration>
</plugin>
<plugin>
<!-- Build an executable JAR -->
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-jar-plugin</artifactId>
<version>${maven-jar-plugin.version}</version>
<configuration>
<archive>
<manifest>
<addClasspath>true</addClasspath>
<mainClass>com.baeldung.resource.MyResourceLoader</mainClass>
</manifest>
</archive>
</configuration>
</plugin>
</plugins>
</build>
@@ -274,6 +289,8 @@
<!-- Mime Type Libraries -->
<tika.version>1.18</tika.version>
<jmime-magic.version>0.1.5</jmime-magic.version>
<maven-jar-plugin.version>3.1.0</maven-jar-plugin.version>
</properties>
</project>
@@ -0,0 +1,42 @@
package com.baeldung.resource;
import java.io.BufferedReader;
import java.io.FileReader;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.util.stream.Collectors;
public class MyResourceLoader {
private void loadFileWithReader() throws IOException {
try (FileReader fileReader = new FileReader("src/main/resources/input.txt");
BufferedReader reader = new BufferedReader(fileReader)) {
String contents = reader.lines()
.collect(Collectors.joining(System.lineSeparator()));
System.out.println(contents);
}
}
private void loadFileAsResource() throws IOException {
try (InputStream inputStream = getClass().getResourceAsStream("/input.txt");
BufferedReader reader = new BufferedReader(new InputStreamReader(inputStream))) {
String contents = reader.lines()
.collect(Collectors.joining(System.lineSeparator()));
System.out.println(contents);
}
}
public static void main(String[] args) throws IOException {
MyResourceLoader resourceLoader = new MyResourceLoader();
resourceLoader.loadFileAsResource();
resourceLoader.loadFileWithReader();
}
}
@@ -0,0 +1,30 @@
package com.baeldung.copyconstructor;
import java.util.Date;
public class Employee {
protected int id;
protected String name;
protected Date startDate;
public Employee(int id, String name, Date startDate) {
this.id = id;
this.name = name;
this.startDate = startDate;
}
public Employee(Employee employee) {
this.id = employee.id;
this.name = employee.name;
this.startDate = new Date(employee.startDate.getTime());
}
Date getStartDate() {
return startDate;
}
public Employee copy() {
return new Employee(this);
}
}
@@ -0,0 +1,31 @@
package com.baeldung.copyconstructor;
import java.util.Date;
import java.util.List;
import java.util.stream.Collectors;
public class Manager extends Employee {
private List<Employee> directReports;
public Manager(int id, String name, Date startDate, List<Employee> directReports) {
super(id, name, startDate);
this.directReports = directReports;
}
public Manager(Manager manager) {
super(manager.id, manager.name, manager.startDate);
this.directReports = manager.directReports.stream()
.collect(Collectors.toList());
}
@Override
public Employee copy() {
return new Manager(this);
}
List<Employee> getDirectReport() {
return this.directReports;
}
}
@@ -0,0 +1,36 @@
package com.baeldung.copyconstructor;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNotEquals;
import java.util.Date;
import org.junit.Test;
public class EmployeeUnitTest {
@Test
public void givenCopyConstructor_whenDeepCopy_thenDistinct() {
Date d1 = new Date(123);
Employee e1 = new Employee(1, "Baeldung", d1);
Employee e2 = new Employee(e1);
assertEquals(d1, e1.getStartDate());
assertEquals(d1, e2.getStartDate());
d1.setTime(456);
assertEquals(d1, e1.getStartDate());
assertNotEquals(d1, e2.getStartDate());
}
@Test
public void givenCopyMethod_whenCopy_thenDistinct() {
Date d1 = new Date(123);
Employee e1 = new Employee(1, "Baeldung", d1);
Employee e2 = e1.copy();
assertEquals(d1, e1.getStartDate());
assertEquals(d1, e2.getStartDate());
d1.setTime(456);
assertEquals(d1, e1.getStartDate());
assertNotEquals(d1, e2.getStartDate());
}
}
@@ -0,0 +1,67 @@
package com.baeldung.copyconstructor;
import static org.junit.Assert.assertArrayEquals;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
import org.junit.Test;
public class ManagerUnitTest {
@Test
public void givenCopyConstructor_whenDeepCopy_thenDistinct() {
Date startDate = new Date(123);
Employee e1 = new Employee(1, "Baeldung", startDate);
Employee e2 = new Employee(e1);
List<Employee> directReports = new ArrayList<Employee>();
directReports.add(e1);
directReports.add(e2);
Manager m1 = new Manager(1, "Baeldung Manager", startDate, directReports);
Manager m2 = new Manager(m1);
List<Employee> directReports1 = m1.getDirectReport();
List<Employee> directReports2 = m2.getDirectReport();
assertEquals(directReports1.size(), directReports2.size());
assertArrayEquals(directReports1.toArray(), directReports2.toArray());
// clear m1's direct reports list. m2's list should not be affected
directReports.clear();
directReports1 = m1.getDirectReport();
directReports2 = m2.getDirectReport();
assertEquals(0, directReports1.size());
assertEquals(2, directReports2.size());
}
@Test
public void givenCopyMethod_whenCopy_thenDistinct() {
Date startDate = new Date(123);
Employee e1 = new Employee(1, "Baeldung", startDate);
Employee e2 = new Employee(e1);
List<Employee> directReports = new ArrayList<Employee>();
directReports.add(e1);
directReports.add(e2);
// a Manager object whose declaration type is Employee.
Employee source = new Manager(1, "Baeldung Manager", startDate, directReports);
Employee clone = source.copy();
// after copy, clone should be still a Manager object.
assertTrue(clone instanceof Manager);
List<Employee> directReports1 = ((Manager) source).getDirectReport();
List<Employee> directReports2 = ((Manager) clone).getDirectReport();
assertEquals(directReports1.size(), directReports2.size());
assertArrayEquals(directReports1.toArray(), directReports2.toArray());
// clear source's direct reports list. clone's list should not be affected
directReports.clear();
directReports1 = ((Manager) source).getDirectReport();
directReports2 = ((Manager) clone).getDirectReport();
assertEquals(0, directReports1.size());
assertEquals(2, directReports2.size());
}
}
@@ -0,0 +1,36 @@
package com.baeldung.booleanoperators;
public class Car {
private boolean diesel;
private boolean manual;
public Car(boolean diesel, boolean manual) {
this.diesel = diesel;
this.manual = manual;
}
public boolean isDiesel() {
return diesel;
}
public boolean isManual() {
return manual;
}
static Car dieselAndManualCar() {
return new Car(true, true);
}
static Car dieselAndAutomaticCar() {
return new Car(true, false);
}
static Car oilAndManualCar() {
return new Car(false, true);
}
static Car oilAndAutomaticCar() {
return new Car(false, false);
}
}
@@ -0,0 +1,69 @@
package com.baeldung.booleanoperators;
import org.junit.jupiter.api.Test;
import static org.assertj.core.api.Assertions.assertThat;
class XorUnitTest {
@Test
void givenDieselManualCar_whenXorOldSchool_thenFalse() {
Car car = Car.dieselAndManualCar();
boolean dieselXorManual = (car.isDiesel() && !car.isManual()) || (!car.isDiesel() && car.isManual());
assertThat(dieselXorManual).isFalse();
}
@Test
void givenDieselAutomaticCar_whenXorOldSchool_thenTrue() {
Car car = Car.dieselAndAutomaticCar();
boolean dieselXorManual = (car.isDiesel() && !car.isManual()) || (!car.isDiesel() && car.isManual());
assertThat(dieselXorManual).isTrue();
}
@Test
void givenNonDieselManualCar_whenXorOldSchool_thenTrue() {
Car car = Car.oilAndManualCar();
boolean dieselXorManual = (car.isDiesel() && !car.isManual()) || (!car.isDiesel() && car.isManual());
assertThat(dieselXorManual).isTrue();
}
@Test
void givenNonDieselAutomaticCar_whenXorOldSchool_thenFalse() {
Car car = Car.oilAndAutomaticCar();
boolean dieselXorManual = (car.isDiesel() && !car.isManual()) || (!car.isDiesel() && car.isManual());
assertThat(dieselXorManual).isFalse();
}
@Test
void givenDieselManualCar_whenXor_thenFalse() {
Car car = Car.dieselAndManualCar();
boolean dieselXorManual = car.isDiesel() ^ car.isManual();
assertThat(dieselXorManual).isFalse();
}
@Test
void givenDieselAutomaticCar_whenXor_thenTrue() {
Car car = Car.dieselAndAutomaticCar();
boolean dieselXorManual = car.isDiesel() ^ car.isManual();
assertThat(dieselXorManual).isTrue();
}
@Test
void givenNonDieselManualCar_whenXor_thenTrue() {
Car car = Car.oilAndManualCar();
boolean dieselXorManual = car.isDiesel() ^ car.isManual();
assertThat(dieselXorManual).isTrue();
}
@Test
void givenNonDieselAutomaticCar_whenXor_thenFalse() {
Car car = Car.oilAndAutomaticCar();
boolean dieselXorManual = car.isDiesel() ^ car.isManual();
assertThat(dieselXorManual).isFalse();
}
@Test
void givenNumbersOneAndThree_whenXor_thenTwo() {
assertThat(1 ^ 3).isEqualTo(2);
}
}
@@ -3,6 +3,7 @@ package com.baeldung.uuid;
import java.io.UnsupportedEncodingException;
import java.security.MessageDigest;
import java.security.NoSuchAlgorithmException;
import java.util.Arrays;
import java.util.UUID;
public class UUIDGenerator {
@@ -65,9 +66,9 @@ public class UUIDGenerator {
try {
md = MessageDigest.getInstance("SHA-1");
} catch (NoSuchAlgorithmException nsae) {
throw new InternalError("MD5 not supported", nsae);
throw new InternalError("SHA-1 not supported", nsae);
}
byte[] bytes = md.digest(name);
byte[] bytes = Arrays.copyOfRange(md.digest(name), 0, 16);
bytes[6] &= 0x0f; /* clear version */
bytes[6] |= 0x50; /* set to version 5 */
bytes[8] &= 0x3f; /* clear variant */
-3
View File
@@ -2,9 +2,6 @@
## Java Bean Validation Examples
###The Course
The "REST With Spring" Classes: http://bit.ly/restwithspring
### Relevant Articles:
- [Java Bean Validation Basics](http://www.baeldung.com/javax-validation)
- [Validating Container Elements with Bean Validation 2.0](http://www.baeldung.com/bean-validation-container-elements)
@@ -0,0 +1,25 @@
package com.baeldung.dto;
public class CustomerDto {
private String forename;
private String surname;
public String getForename() {
return forename;
}
public CustomerDto setForename(String forename) {
this.forename = forename;
return this;
}
public String getSurname() {
return surname;
}
public CustomerDto setSurname(String surname) {
this.surname = surname;
return this;
}
}
@@ -0,0 +1,35 @@
package com.baeldung.entity;
public class Address {
private String street;
private String postalcode;
private String county;
public String getStreet() {
return street;
}
public Address setStreet(String street) {
this.street = street;
return this;
}
public String getPostalcode() {
return postalcode;
}
public Address setPostalcode(String postalcode) {
this.postalcode = postalcode;
return this;
}
public String getCounty() {
return county;
}
public Address setCounty(String county) {
this.county = county;
return this;
}
}
@@ -0,0 +1,25 @@
package com.baeldung.entity;
public class Customer {
private String firstName;
private String lastName;
public String getFirstName() {
return firstName;
}
public Customer setFirstName(String firstName) {
this.firstName = firstName;
return this;
}
public String getLastName() {
return lastName;
}
public Customer setLastName(String lastName) {
this.lastName = lastName;
return this;
}
}
@@ -0,0 +1,55 @@
package com.baeldung.entity;
public class DeliveryAddress {
private String forename;
private String surname;
private String street;
private String postalcode;
private String county;
public String getForename() {
return forename;
}
public DeliveryAddress setForename(String forename) {
this.forename = forename;
return this;
}
public String getSurname() {
return surname;
}
public DeliveryAddress setSurname(String surname) {
this.surname = surname;
return this;
}
public String getStreet() {
return street;
}
public DeliveryAddress setStreet(String street) {
this.street = street;
return this;
}
public String getPostalcode() {
return postalcode;
}
public DeliveryAddress setPostalcode(String postalcode) {
this.postalcode = postalcode;
return this;
}
public String getCounty() {
return county;
}
public DeliveryAddress setCounty(String county) {
this.county = county;
return this;
}
}
@@ -0,0 +1,15 @@
package com.baeldung.mapper;
import org.mapstruct.Mapper;
import org.mapstruct.Mapping;
import com.baeldung.dto.CustomerDto;
import com.baeldung.entity.Customer;
@Mapper
public interface CustomerDtoMapper {
@Mapping(source = "firstName", target = "forename")
@Mapping(source = "lastName", target = "surname")
CustomerDto from(Customer customer);
}
@@ -0,0 +1,24 @@
package com.baeldung.mapper;
import org.mapstruct.Mapper;
import org.mapstruct.Mapping;
import org.mapstruct.MappingTarget;
import com.baeldung.entity.Address;
import com.baeldung.entity.Customer;
import com.baeldung.entity.DeliveryAddress;
@Mapper
public interface DeliveryAddressMapper {
@Mapping(source = "customer.firstName", target = "forename")
@Mapping(source = "customer.lastName", target = "surname")
@Mapping(source = "address.street", target = "street")
@Mapping(source = "address.postalcode", target = "postalcode")
@Mapping(source = "address.county", target = "county")
DeliveryAddress from(Customer customer, Address address);
@Mapping(source = "address.postalcode", target = "postalcode")
@Mapping(source = "address.county", target = "county")
DeliveryAddress updateAddress(@MappingTarget DeliveryAddress deliveryAddress, Address address);
}
@@ -0,0 +1,29 @@
package com.baeldung.mapper;
import static org.junit.Assert.assertEquals;
import org.junit.jupiter.api.Test;
import org.mapstruct.factory.Mappers;
import com.baeldung.dto.CustomerDto;
import com.baeldung.entity.Customer;
public class CustomerDtoMapperUnitTest {
private CustomerDtoMapper customerDtoMapper = Mappers.getMapper(CustomerDtoMapper.class);
@Test
void testGivenCustomer_mapsToCustomerDto() {
// given
Customer customer = new Customer().setFirstName("Max")
.setLastName("Powers");
// when
CustomerDto customerDto = customerDtoMapper.from(customer);
// then
assertEquals(customerDto.getForename(), customer.getFirstName());
assertEquals(customerDto.getSurname(), customer.getLastName());
}
}
@@ -0,0 +1,64 @@
package com.baeldung.mapper;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertSame;
import org.junit.Test;
import org.mapstruct.factory.Mappers;
import com.baeldung.entity.Address;
import com.baeldung.entity.Customer;
import com.baeldung.entity.DeliveryAddress;
public class DeliveryAddressMapperUnitTest {
private DeliveryAddressMapper deliveryAddressMapper = Mappers.getMapper(DeliveryAddressMapper.class);
@Test
public void testGivenCustomerAndAddress_mapsToDeliveryAddress() {
// given
Customer customer = new Customer().setFirstName("Max")
.setLastName("Powers");
Address homeAddress = new Address().setStreet("123 Some Street")
.setCounty("Nevada")
.setPostalcode("89123");
// when
DeliveryAddress deliveryAddress = deliveryAddressMapper.from(customer, homeAddress);
// then
assertEquals(deliveryAddress.getForename(), customer.getFirstName());
assertEquals(deliveryAddress.getSurname(), customer.getLastName());
assertEquals(deliveryAddress.getStreet(), homeAddress.getStreet());
assertEquals(deliveryAddress.getCounty(), homeAddress.getCounty());
assertEquals(deliveryAddress.getPostalcode(), homeAddress.getPostalcode());
}
@Test
public void testGivenDeliveryAddressAndSomeOtherAddress_updatesDeliveryAddress() {
// given
Customer customer = new Customer().setFirstName("Max")
.setLastName("Powers");
DeliveryAddress deliveryAddress = new DeliveryAddress().setStreet("123 Some Street")
.setCounty("Nevada")
.setPostalcode("89123");
Address otherAddress = new Address().setStreet("456 Some other street")
.setCounty("Arizona")
.setPostalcode("12345");
// when
DeliveryAddress updatedDeliveryAddress = deliveryAddressMapper.updateAddress(deliveryAddress, otherAddress);
// then
assertSame(deliveryAddress, updatedDeliveryAddress);
assertEquals(deliveryAddress.getStreet(), otherAddress.getStreet());
assertEquals(deliveryAddress.getCounty(), otherAddress.getCounty());
assertEquals(deliveryAddress.getPostalcode(), otherAddress.getPostalcode());
}
}
+5
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@@ -0,0 +1,5 @@
### Logistic Regression in Java
This is a soft introduction to ML using [deeplearning4j](https://deeplearning4j.org) library
### Relevant Articles:
- [Logistic Regression in Java](http://www.baeldung.com/)
+52
View File
@@ -0,0 +1,52 @@
<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/maven-v4_0_0.xsd">
<modelVersion>4.0.0</modelVersion>
<groupId>com.baeldung.deeplearning4j</groupId>
<artifactId>ml</artifactId>
<version>1.0-SNAPSHOT</version>
<name>Machine Learning</name>
<packaging>jar</packaging>
<parent>
<groupId>com.baeldung</groupId>
<artifactId>parent-modules</artifactId>
<version>1.0.0-SNAPSHOT</version>
</parent>
<dependencies>
<dependency>
<groupId>org.nd4j</groupId>
<artifactId>nd4j-native-platform</artifactId>
<version>${dl4j.version}</version>
</dependency>
<dependency>
<groupId>org.deeplearning4j</groupId>
<artifactId>deeplearning4j-core</artifactId>
<version>${dl4j.version}</version>
</dependency>
<dependency>
<groupId>org.deeplearning4j</groupId>
<artifactId>deeplearning4j-nn</artifactId>
<version>${dl4j.version}</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.datavec/datavec-api -->
<dependency>
<groupId>org.datavec</groupId>
<artifactId>datavec-api</artifactId>
<version>${dl4j.version}</version>
</dependency>
<dependency>
<groupId>org.apache.httpcomponents</groupId>
<artifactId>httpclient</artifactId>
<version>4.3.5</version>
</dependency>
</dependencies>
<properties>
<dl4j.version>1.0.0-beta4</dl4j.version>
</properties>
</project>
@@ -0,0 +1,168 @@
package com.baeldung.logreg;
import java.io.File;
import java.util.HashMap;
import java.util.Map;
import java.util.Random;
import org.datavec.api.io.labels.ParentPathLabelGenerator;
import org.datavec.api.split.FileSplit;
import org.datavec.image.loader.NativeImageLoader;
import org.datavec.image.recordreader.ImageRecordReader;
import org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator;
import org.deeplearning4j.nn.conf.MultiLayerConfiguration;
import org.deeplearning4j.nn.conf.NeuralNetConfiguration;
import org.deeplearning4j.nn.conf.inputs.InputType;
import org.deeplearning4j.nn.conf.layers.ConvolutionLayer;
import org.deeplearning4j.nn.conf.layers.DenseLayer;
import org.deeplearning4j.nn.conf.layers.OutputLayer;
import org.deeplearning4j.nn.conf.layers.SubsamplingLayer;
import org.deeplearning4j.nn.multilayer.MultiLayerNetwork;
import org.deeplearning4j.nn.weights.WeightInit;
import org.deeplearning4j.optimize.listeners.ScoreIterationListener;
import org.deeplearning4j.util.ModelSerializer;
import org.nd4j.evaluation.classification.Evaluation;
import org.nd4j.linalg.activations.Activation;
import org.nd4j.linalg.dataset.api.iterator.DataSetIterator;
import org.nd4j.linalg.dataset.api.preprocessor.DataNormalization;
import org.nd4j.linalg.dataset.api.preprocessor.ImagePreProcessingScaler;
import org.nd4j.linalg.learning.config.Nesterovs;
import org.nd4j.linalg.lossfunctions.LossFunctions;
import org.nd4j.linalg.schedule.MapSchedule;
import org.nd4j.linalg.schedule.ScheduleType;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Handwritten digit image classification based on LeNet-5 architecture by Yann LeCun.
*
* This code accompanies the article "Logistic regression in Java" and is heavily based on
* <a href="https://github.com/deeplearning4j/dl4j-examples/blob/master/dl4j-examples/src/main/java/org/deeplearning4j/examples/convolution/mnist/MnistClassifier.java">MnistClassifier</a>.
* Some minor changes have been made in order to make article's flow smoother.
*
*/
public class MnistClassifier {
private static final Logger logger = LoggerFactory.getLogger(MnistClassifier.class);
private static final String basePath = System.getProperty("java.io.tmpdir") + "mnist" + File.separator;
private static final File modelPath = new File(basePath + "mnist-model.zip");
private static final String dataUrl = "http://github.com/myleott/mnist_png/raw/master/mnist_png.tar.gz";
public static void main(String[] args) throws Exception {
// input image sizes in pixels
int height = 28;
int width = 28;
// input image colour depth (1 for gray scale images)
int channels = 1;
// the number of output classes
int outputClasses = 10;
// number of samples that will be propagated through the network in each iteration
int batchSize = 54;
// total number of training epochs
int epochs = 1;
// initialize a pseudorandom number generator
int seed = 1234;
Random randNumGen = new Random(seed);
final String path = basePath + "mnist_png" + File.separator;
if (!new File(path).exists()) {
logger.info("Downloading data {}", dataUrl);
String localFilePath = basePath + "mnist_png.tar.gz";
File file = new File(localFilePath);
if (!file.exists()) {
file.getParentFile()
.mkdirs();
Utils.downloadAndSave(dataUrl, file);
Utils.extractTarArchive(file, basePath);
}
} else {
logger.info("Using the local data from folder {}", path);
}
logger.info("Vectorizing the data from folder {}", path);
// vectorization of train data
File trainData = new File(path + "training");
FileSplit trainSplit = new FileSplit(trainData, NativeImageLoader.ALLOWED_FORMATS, randNumGen);
// use parent directory name as the image label
ParentPathLabelGenerator labelMaker = new ParentPathLabelGenerator();
ImageRecordReader trainRR = new ImageRecordReader(height, width, channels, labelMaker);
trainRR.initialize(trainSplit);
DataSetIterator train = new RecordReaderDataSetIterator(trainRR, batchSize, 1, outputClasses);
// pixel values from 0-255 to 0-1 (min-max scaling)
DataNormalization imageScaler = new ImagePreProcessingScaler();
imageScaler.fit(train);
train.setPreProcessor(imageScaler);
// vectorization of test data
File testData = new File(path + "testing");
FileSplit testSplit = new FileSplit(testData, NativeImageLoader.ALLOWED_FORMATS, randNumGen);
ImageRecordReader testRR = new ImageRecordReader(height, width, channels, labelMaker);
testRR.initialize(testSplit);
DataSetIterator test = new RecordReaderDataSetIterator(testRR, batchSize, 1, outputClasses);
// same normalization for better results
test.setPreProcessor(imageScaler);
logger.info("Network configuration and training...");
// reduce the learning rate as the number of training epochs increases
// iteration #, learning rate
Map<Integer, Double> learningRateSchedule = new HashMap<>();
learningRateSchedule.put(0, 0.06);
learningRateSchedule.put(200, 0.05);
learningRateSchedule.put(600, 0.028);
learningRateSchedule.put(800, 0.0060);
learningRateSchedule.put(1000, 0.001);
final ConvolutionLayer layer1 = new ConvolutionLayer.Builder(5, 5).nIn(channels)
.stride(1, 1)
.nOut(20)
.activation(Activation.IDENTITY)
.build();
final SubsamplingLayer layer2 = new SubsamplingLayer.Builder(SubsamplingLayer.PoolingType.MAX).kernelSize(2, 2)
.stride(2, 2)
.build();
// nIn need not specified in later layers
final ConvolutionLayer layer3 = new ConvolutionLayer.Builder(5, 5).stride(1, 1)
.nOut(50)
.activation(Activation.IDENTITY)
.build();
final DenseLayer layer4 = new DenseLayer.Builder().activation(Activation.RELU)
.nOut(500)
.build();
final OutputLayer layer5 = new OutputLayer.Builder(LossFunctions.LossFunction.NEGATIVELOGLIKELIHOOD).nOut(outputClasses)
.activation(Activation.SOFTMAX)
.build();
final MultiLayerConfiguration config = new NeuralNetConfiguration.Builder().seed(seed)
.l2(0.0005) // ridge regression value
.updater(new Nesterovs(new MapSchedule(ScheduleType.ITERATION, learningRateSchedule)))
.weightInit(WeightInit.XAVIER)
.list()
.layer(layer1)
.layer(layer2)
.layer(layer3)
.layer(layer2)
.layer(layer4)
.layer(layer5)
.setInputType(InputType.convolutionalFlat(height, width, channels))
.build();
final MultiLayerNetwork model = new MultiLayerNetwork(config);
model.init();
model.setListeners(new ScoreIterationListener(100));
logger.info("Total num of params: {}", model.numParams());
// evaluation while training (the score should go down)
for (int i = 0; i < epochs; i++) {
model.fit(train);
logger.info("Completed epoch {}", i);
train.reset();
test.reset();
}
Evaluation eval = model.evaluate(test);
logger.info(eval.stats());
ModelSerializer.writeModel(model, modelPath, true);
logger.info("The MINIST model has been saved in {}", modelPath.getPath());
}
}
@@ -0,0 +1,57 @@
package com.baeldung.logreg;
import java.io.File;
import java.io.IOException;
import javax.swing.JFileChooser;
import org.datavec.image.loader.NativeImageLoader;
import org.deeplearning4j.nn.multilayer.MultiLayerNetwork;
import org.deeplearning4j.util.ModelSerializer;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.dataset.api.preprocessor.ImagePreProcessingScaler;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
public class MnistPrediction {
private static final Logger logger = LoggerFactory.getLogger(MnistPrediction.class);
private static final File modelPath = new File(System.getProperty("java.io.tmpdir") + "mnist" + File.separator + "mnist-model.zip");
private static final int height = 28;
private static final int width = 28;
private static final int channels = 1;
/**
* Opens a popup that allows to select a file from the filesystem.
* @return
*/
public static String fileChose() {
JFileChooser fc = new JFileChooser();
int ret = fc.showOpenDialog(null);
if (ret == JFileChooser.APPROVE_OPTION) {
File file = fc.getSelectedFile();
return file.getAbsolutePath();
} else {
return null;
}
}
public static void main(String[] args) throws IOException {
if (!modelPath.exists()) {
logger.info("The model not found. Have you trained it?");
return;
}
MultiLayerNetwork model = ModelSerializer.restoreMultiLayerNetwork(modelPath);
String path = fileChose();
File file = new File(path);
INDArray image = new NativeImageLoader(height, width, channels).asMatrix(file);
new ImagePreProcessingScaler(0, 1).transform(image);
// Pass through to neural Net
INDArray output = model.output(image);
logger.info("File: {}", path);
logger.info("Probabilities: {}", output);
}
}
@@ -0,0 +1,103 @@
package com.baeldung.logreg;
import java.io.BufferedInputStream;
import java.io.BufferedOutputStream;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.InputStream;
import org.apache.commons.compress.archivers.ArchiveEntry;
import org.apache.commons.compress.archivers.tar.TarArchiveEntry;
import org.apache.commons.compress.archivers.tar.TarArchiveInputStream;
import org.apache.commons.compress.compressors.gzip.GzipCompressorInputStream;
import org.apache.http.HttpEntity;
import org.apache.http.client.methods.CloseableHttpResponse;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.impl.client.CloseableHttpClient;
import org.apache.http.impl.client.HttpClientBuilder;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Utility class for digit classifier.
*
*/
public class Utils {
private static final Logger logger = LoggerFactory.getLogger(Utils.class);
private Utils() {
}
/**
* Download the content of the given url and save it into a file.
* @param url
* @param file
*/
public static void downloadAndSave(String url, File file) throws IOException {
CloseableHttpClient client = HttpClientBuilder.create()
.build();
logger.info("Connecting to {}", url);
try (CloseableHttpResponse response = client.execute(new HttpGet(url))) {
HttpEntity entity = response.getEntity();
if (entity != null) {
logger.info("Downloaded {} bytes", entity.getContentLength());
try (FileOutputStream outstream = new FileOutputStream(file)) {
logger.info("Saving to the local file");
entity.writeTo(outstream);
outstream.flush();
logger.info("Local file saved");
}
}
}
}
/**
* Extract a "tar.gz" file into a given folder.
* @param file
* @param folder
*/
public static void extractTarArchive(File file, String folder) throws IOException {
logger.info("Extracting archive {} into folder {}", file.getName(), folder);
// @formatter:off
try (FileInputStream fis = new FileInputStream(file);
BufferedInputStream bis = new BufferedInputStream(fis);
GzipCompressorInputStream gzip = new GzipCompressorInputStream(bis);
TarArchiveInputStream tar = new TarArchiveInputStream(gzip)) {
// @formatter:on
TarArchiveEntry entry;
while ((entry = (TarArchiveEntry) tar.getNextEntry()) != null) {
extractEntry(entry, tar, folder);
}
}
logger.info("Archive extracted");
}
/**
* Extract an entry of the input stream into a given folder
* @param entry
* @param tar
* @param folder
* @throws IOException
*/
public static void extractEntry(ArchiveEntry entry, InputStream tar, String folder) throws IOException {
final int bufferSize = 4096;
final String path = folder + entry.getName();
if (entry.isDirectory()) {
new File(path).mkdirs();
} else {
int count;
byte[] data = new byte[bufferSize];
// @formatter:off
try (FileOutputStream os = new FileOutputStream(path);
BufferedOutputStream dest = new BufferedOutputStream(os, bufferSize)) {
// @formatter:off
while ((count = tar.read(data, 0, bufferSize)) != -1) {
dest.write(data, 0, count);
}
}
}
}
}

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