Merge pull request #388 from Crossy147/monad-pattern

Monad pattern
This commit is contained in:
Ilkka Seppälä 2016-02-21 20:36:05 +02:00
commit ab19c47415
11 changed files with 357 additions and 0 deletions

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<?xml version="1.0" encoding="UTF-8"?>
<class-diagram version="1.1.9" icons="true" always-add-relationships="false" generalizations="true" realizations="true"
associations="true" dependencies="false" nesting-relationships="true" router="FAN">
<class id="1" language="java" name="com.iluwatar.monad.App" project="monad"
file="/monad/src/main/java/com/iluwatar/monad/App.java" binary="false" corner="BOTTOM_RIGHT">
<position height="101" width="125" x="631" y="37"/>
<display autosize="true" stereotype="true" package="true" initial-value="false" signature="true"
sort-features="false" accessors="true" visibility="true">
<attributes public="true" package="true" protected="true" private="true" static="true"/>
<operations public="true" package="true" protected="true" private="true" static="true"/>
</display>
</class>
<enumeration id="2" language="java" name="com.iluwatar.monad.Sex" project="monad"
file="/monad/src/main/java/com/iluwatar/monad/Sex.java" binary="false" corner="BOTTOM_RIGHT">
<position height="119" width="137" x="424" y="286"/>
<display autosize="true" stereotype="true" package="true" initial-value="false" signature="true"
sort-features="false" accessors="true" visibility="true">
<attributes public="true" package="true" protected="true" private="true" static="true"/>
<operations public="true" package="true" protected="true" private="true" static="true"/>
</display>
</enumeration>
<class id="3" language="java" name="com.iluwatar.monad.User" project="monad"
file="/monad/src/main/java/com/iluwatar/monad/User.java" binary="false" corner="BOTTOM_RIGHT">
<position height="209" width="167" x="424" y="37"/>
<display autosize="true" stereotype="true" package="true" initial-value="false" signature="true"
sort-features="false" accessors="true" visibility="true">
<attributes public="true" package="true" protected="true" private="true" static="true"/>
<operations public="true" package="true" protected="true" private="true" static="true"/>
</display>
</class>
<class id="4" language="java" name="com.iluwatar.monad.Validator" project="monad"
file="/monad/src/main/java/com/iluwatar/monad/Validator.java" binary="false" corner="BOTTOM_RIGHT">
<position height="191" width="343" x="41" y="37"/>
<display autosize="true" stereotype="true" package="true" initial-value="false" signature="true"
sort-features="false" accessors="true" visibility="true">
<attributes public="true" package="true" protected="true" private="true" static="true"/>
<operations public="true" package="true" protected="true" private="true" static="true"/>
</display>
</class>
<association id="5">
<end type="SOURCE" refId="3" navigable="false">
<attribute id="6" name="sex"/>
<multiplicity id="7" minimum="0" maximum="1"/>
</end>
<end type="TARGET" refId="2" navigable="true"/>
<display labels="true" multiplicity="true"/>
</association>
<classifier-display autosize="true" stereotype="true" package="true" initial-value="false" signature="true"
sort-features="false" accessors="true" visibility="true">
<attributes public="true" package="true" protected="true" private="true" static="true"/>
<operations public="true" package="true" protected="true" private="true" static="true"/>
</classifier-display>
<association-display labels="true" multiplicity="true"/>
</class-diagram>

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---
layout: pattern
title: Monad
folder: monad
permalink: /patterns/monad/
categories: Other
tags:
- Java
- Difficulty-Advanced
- Functional
---
## Intent
Monad pattern based on monad from linear algebra represents the way of chaining operations
together step by step. Binding functions can be described as passing one's output to another's input
basing on the 'same type' contract. Formally, monad consists of a type constructor M and two
operations:
bind - that takes monadic object and a function from plain object to monadic value and returns monadic value
return - that takes plain type object and returns this object wrapped in a monadic value.
![alt text](./etc/monad.png "Monad")
## Applicability
Use the Monad in any of the following situations
* when you want to chain operations easily
* when you want to apply each function regardless of the result of any of them
## Credits
* [Design Pattern Reloaded by Remi Forax](https://youtu.be/-k2X7guaArU)
* [Brian Beckman: Don't fear the Monad](https://channel9.msdn.com/Shows/Going+Deep/Brian-Beckman-Dont-fear-the-Monads)
* [Monad on Wikipedia](https://en.wikipedia.org/wiki/Monad_(functional_programming))

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monad/pom.xml Normal file
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<?xml version="1.0"?>
<!--
The MIT License
Copyright (c) 2014 Ilkka Seppälä
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.
-->
<project xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd" xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>com.iluwatar</groupId>
<artifactId>java-design-patterns</artifactId>
<version>1.11.0-SNAPSHOT</version>
</parent>
<artifactId>monad</artifactId>
<dependencies>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<scope>test</scope>
</dependency>
</dependencies>
</project>

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package com.iluwatar.monad;
import java.util.Objects;
import java.util.function.Function;
import java.util.function.Predicate;
/**
* The Monad pattern defines a monad structure, that enables chaining operations
* in pipelines and processing data step by step.
* Formally, monad consists of a type constructor M and two operations:
* <br>bind - that takes monadic object and a function from plain object to the
* monadic value and returns monadic value.
* <br>return - that takes plain type object and returns this object wrapped in a monadic value.
* <p>
* In the given example, the Monad pattern is represented as a {@link Validator} that takes an instance
* of a plain object with {@link Validator#of(Object)}
* and validates it {@link Validator#validate(Function, Predicate, String)} against given predicates.
* <p>As a validation result {@link Validator#get()} it either returns valid object {@link Validator#t}
* or throws a list of exceptions {@link Validator#exceptions} collected during validation.
*/
public class App {
/**
* Program entry point.
*
* @param args @param args command line args
*/
public static void main(String[] args) {
User user = new User("user", 24, Sex.FEMALE, "foobar.com");
System.out.println(Validator.of(user).validate(User::getName, Objects::nonNull, "name is null")
.validate(User::getName, name -> !name.isEmpty(), "name is empty")
.validate(User::getEmail, email -> !email.contains("@"), "email doesn't containt '@'")
.validate(User::getAge, age -> age > 20 && age < 30, "age isn't between...").get().toString());
}
}

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package com.iluwatar.monad;
public enum Sex {
MALE, FEMALE
}

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package com.iluwatar.monad;
public class User {
private String name;
private int age;
private Sex sex;
private String email;
/**
* @param name - name
* @param age - age
* @param sex - sex
* @param email - email address
*/
public User(String name, int age, Sex sex, String email) {
this.name = name;
this.age = age;
this.sex = sex;
this.email = email;
}
public String getName() {
return name;
}
public int getAge() {
return age;
}
public Sex getSex() {
return sex;
}
public String getEmail() {
return email;
}
}

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package com.iluwatar.monad;
import java.util.ArrayList;
import java.util.List;
import java.util.Objects;
import java.util.function.Function;
import java.util.function.Predicate;
/**
* Class representing Monad design pattern. Monad is a way of chaining operations on the
* given object together step by step. In Validator each step results in either success or
* failure indicator, giving a way of receiving each of them easily and finally getting
* validated object or list of exceptions.
*
* @param <T> Placeholder for an object.
*/
public class Validator<T> {
/**
* Object that is validated
*/
private final T t;
/**
* List of exception thrown during validation.
*/
private final List<Throwable> exceptions = new ArrayList<>();
/**
* Creates a monadic value of given object.
* @param t object to be validated
*/
private Validator(T t) {
this.t = t;
}
/**
* Creates validator against given object
*
* @param t object to be validated
* @param <T> object's type
* @return new instance of a validator
*/
public static <T> Validator<T> of(T t) {
return new Validator<>(Objects.requireNonNull(t));
}
/**
* @param validation one argument boolean-valued function that
* represents one step of validation. Adds exception to main validation exception
* list when single step validation ends with failure.
* @param message error message when object is invalid
* @return this
*/
public Validator<T> validate(Predicate<T> validation, String message) {
if (!validation.test(t)) {
exceptions.add(new IllegalStateException(message));
}
return this;
}
/**
* Extension for the {@link Validator#validate(Function, Predicate, String)} method,
* dedicated for objects, that need to be projected before requested validation.
*
* @param projection function that gets an objects, and returns projection representing
* element to be validated.
* @param validation see {@link Validator#validate(Function, Predicate, String)}
* @param message see {@link Validator#validate(Function, Predicate, String)}
* @param <U> see {@link Validator#validate(Function, Predicate, String)}
* @return this
*/
public <U> Validator<T> validate(Function<T, U> projection, Predicate<U> validation,
String message) {
return validate(projection.andThen(validation::test)::apply, message);
}
/**
* Receives validated object or throws exception when invalid.
*
* @return object that was validated
* @throws IllegalStateException when any validation step results with failure
*/
public T get() throws IllegalStateException {
if (exceptions.isEmpty()) {
return t;
}
IllegalStateException e = new IllegalStateException();
exceptions.forEach(e::addSuppressed);
throw e;
}
}

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package com.iluwatar.monad;
import org.junit.Test;
public class AppTest {
@Test
public void testMain() {
String[] args = {};
App.main(args);
}
}

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package com.iluwatar.monad;
import junit.framework.Assert;
import org.junit.Rule;
import org.junit.Test;
import org.junit.rules.ExpectedException;
import java.util.Objects;
public class MonadTest {
@Rule
public ExpectedException thrown = ExpectedException.none();
@Test
public void testForInvalidName() {
thrown.expect(IllegalStateException.class);
User tom = new User(null, 21, Sex.MALE, "tom@foo.bar");
Validator.of(tom).validate(User::getName, Objects::nonNull, "name cannot be null").get();
}
@Test
public void testForInvalidAge() {
thrown.expect(IllegalStateException.class);
User john = new User("John", 17, Sex.MALE, "john@qwe.bar");
Validator.of(john).validate(User::getName, Objects::nonNull, "name cannot be null")
.validate(User::getAge, age -> age > 21, "user is underaged")
.get();
}
@Test
public void testForValid() {
User sarah = new User("Sarah", 42, Sex.FEMALE, "sarah@det.org");
User validated = Validator.of(sarah).validate(User::getName, Objects::nonNull, "name cannot be null")
.validate(User::getAge, age -> age > 21, "user is underaged")
.validate(User::getSex, sex -> sex == Sex.FEMALE, "user is not female")
.validate(User::getEmail, email -> email.contains("@"), "email does not contain @ sign")
.get();
Assert.assertSame(validated, sarah);
}
}

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<module>factory-kit</module>
<module>feature-toggle</module>
<module>value-object</module>
<module>monad</module>
</modules>
<dependencyManagement>