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	<title>RedevelopmentTag Archive &#187; Redevelopment</title>
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	<description>Some thoughts and ideas related to web development</description>
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		<title>Datamapper pattern in PHP</title>
		<link>http://www.redevelopment.nl/blog/2011/09/datamapper-pattern-in-php/</link>
		<comments>http://www.redevelopment.nl/blog/2011/09/datamapper-pattern-in-php/#comments</comments>
		<pubDate>Mon, 19 Sep 2011 21:43:17 +0000</pubDate>
		<dc:creator>ruben</dc:creator>
				<category><![CDATA[PHP]]></category>
		<category><![CDATA[datamapper]]></category>
		<category><![CDATA[php]]></category>

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		<description><![CDATA[The object-relational gap is a general problem in every OO programming language. Since PHP joined the OO club a while ago this problem also came along with it. What I mean by object relational gap is the difference between a row in a relational database and an object in an OO language. Even though they [...]]]></description>
				<content:encoded><![CDATA[<p>The object-relational gap is a general problem in every OO programming language. Since PHP joined the OO club a while ago this problem also came along with it.</p>
<p>What I mean by object relational gap is the difference between a row in a relational database and an object in an OO language. Even though they have a lot in common, they aren&#8217;t the same thing and an OO programmer has to solve this by mapping rows to real objects. In an ideal world a programmer would only be concerned about objects and not database queries (and all the details that come with it) and many smart people have been trying to find the perfect solution to realize this. The result is many persistency frameworks that require the programmer to meta-tag class attributes to map them to database columns or write schemas to do the mapping. Some examples include JDO, JPA, (N)Hibernate, PDO and so on. In my opinion at this moment Microsoft offers the best solution with Linq, because it truly became part of the programming language and the programmer only has to deal with objects, while syntax checking happens at programming/compile time instead of runtime. Hopefully other languages (including PHP will follow), but for now we have to suffice with other solutions.</p>
<p>One of those solutions is the Datamapper design pattern which can be applied in every OO language. The UML schema (may) look like this:</p>
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" alt="" /></p>
<p>In this example we have a class called UserMapper which has the responsibility to retrieve and store User objects. So basically it handles the mapping of a database row(s) to a User object. The different findBy* methods perform a SELECT query to find matching rows and then use the create(from the abstract superclass) and populate methods to create an object and fill it with the retrieved data.</p>
<p>The save method in the abstract superclass usually checks whether the id attribute of $obj has a value. If not it calls the private implementation of _insert and otherwise _update. Those specifics are up to you as the programmer/architect, but the main idea here is to keep the datamapping logic separated from the (business)logic, which is a good thing. If you want to get real fancy you can add an extra layer, often called the Gateway layer, which contains the actual database queries. You pass a gateway object (i.e. UserGateway) into the mapper class and just have the mapper class call the gateway instance to perform the database queries. In that case the schema would look more like this:</p>
<p><img 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" alt="" /></p>
<p>In this scenario you could switch one gateway layer for another, for instance if you want to support a different type of database.</p>
<p>Anyway the version without the extra gateway layer would like something like this in PHP (using Zend_Db for the database adapter):</p>
<p><strong>MapperAbstract:</strong></p>


<div class="wp-geshi-highlight-wrap5"><div class="wp-geshi-highlight-wrap4"><div class="wp-geshi-highlight-wrap3"><div class="wp-geshi-highlight-wrap2"><div class="wp-geshi-highlight-wrap"><div class="wp-geshi-highlight"><div class="php"><pre class="de1"><span class="kw2">abstract</span> <span class="kw2">class</span> MapperAbstract
<span class="br0">&#123;</span>
    <span class="co4">/**
      * @var Zend_Db_Adapter_Pdo_Mysql
     */</span>
    <span class="kw2">private</span> <span class="re0">$dbAdapter</span><span class="sy0">;</span>
&nbsp;
    <span class="co4">/**
     * Create a new instance of the domain object. If the $data parameter is specified
     * then the object will be populated with it.
     * @param array $data
     * @return DomainObjectAbstract
     */</span>
    <span class="kw2">public</span> <span class="kw2">function</span> create<span class="br0">&#40;</span><span class="kw3">array</span> <span class="re0">$data</span> <span class="sy0">=</span> <span class="kw4">null</span><span class="br0">&#41;</span>
    <span class="br0">&#123;</span>
        <span class="re0">$obj</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span>_create<span class="br0">&#40;</span><span class="br0">&#41;</span><span class="sy0">;</span>
        <span class="kw1">if</span> <span class="br0">&#40;</span><span class="re0">$data</span><span class="br0">&#41;</span>
        <span class="br0">&#123;</span>
            <span class="re0">$obj</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">populate</span><span class="br0">&#40;</span><span class="re0">$obj</span><span class="sy0">,</span> <span class="re0">$data</span><span class="br0">&#41;</span><span class="sy0">;</span>
        <span class="br0">&#125;</span>
        <span class="kw1">return</span> <span class="re0">$obj</span><span class="sy0">;</span>
    <span class="br0">&#125;</span>
&nbsp;
    <span class="co4">/**
     * Save the domain object
     *
     * @param DomainObjectAbstract $obj
     */</span>
    <span class="kw2">public</span> <span class="kw2">function</span> save<span class="br0">&#40;</span>Application_Model_Abstract <span class="re0">$obj</span><span class="br0">&#41;</span>
    <span class="br0">&#123;</span>
        <span class="kw1">if</span> <span class="br0">&#40;</span><span class="kw3">is_null</span><span class="br0">&#40;</span><span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">getId</span><span class="br0">&#40;</span><span class="br0">&#41;</span><span class="br0">&#41;</span><span class="br0">&#41;</span>
        <span class="br0">&#123;</span>
            <span class="re0">$this</span><span class="sy0">-&gt;</span>_insert<span class="br0">&#40;</span><span class="re0">$obj</span><span class="br0">&#41;</span><span class="sy0">;</span>
	<span class="br0">&#125;</span>
	<span class="kw1">else</span>
	<span class="br0">&#123;</span>
            <span class="re0">$this</span><span class="sy0">-&gt;</span>_update<span class="br0">&#40;</span><span class="re0">$obj</span><span class="br0">&#41;</span><span class="sy0">;</span>
        <span class="br0">&#125;</span>
    <span class="br0">&#125;</span>
&nbsp;
    <span class="co4">/**
     * Delete the domain object
     * @param DomainObjectAbstract $obj
     */</span>
    <span class="kw2">public</span> <span class="kw2">function</span> delete<span class="br0">&#40;</span>Application_Model_Abstract <span class="re0">$obj</span><span class="br0">&#41;</span>
    <span class="br0">&#123;</span>
        <span class="re0">$this</span><span class="sy0">-&gt;</span>_delete<span class="br0">&#40;</span><span class="re0">$obj</span><span class="br0">&#41;</span><span class="sy0">;</span>
    <span class="br0">&#125;</span>
&nbsp;
    <span class="co4">/**
     * Populate the domain object with the values from the data array.
     *
     * @param DomainObjectAbstract $obj
     * @param array $data
     * @return DomainObjectAbstract
     */</span>
    <span class="kw2">abstract</span> <span class="kw2">public</span> <span class="kw2">function</span> populate<span class="br0">&#40;</span>Application_Model_Abstract <span class="re0">$obj</span><span class="sy0">,</span> <span class="kw3">array</span> <span class="re0">$data</span><span class="br0">&#41;</span><span class="sy0">;</span>
&nbsp;
    <span class="co4">/**
     * Create a new instance of a domain object
     *
     * @return DomainObjectAbstract
     */</span>
    <span class="kw2">abstract</span> <span class="kw2">protected</span> <span class="kw2">function</span> _create<span class="br0">&#40;</span><span class="br0">&#41;</span><span class="sy0">;</span>
&nbsp;
    <span class="co4">/**
     * Insert the domain object into the database
     *
     * @param DomainObjectAbstract $obj
     */</span>
    <span class="kw2">abstract</span> <span class="kw2">protected</span> <span class="kw2">function</span> _insert<span class="br0">&#40;</span>Application_Model_Abstract <span class="re0">$obj</span><span class="br0">&#41;</span><span class="sy0">;</span>
&nbsp;
    <span class="co4">/**
     * Update the domain object in persistent storage
     *
     * @param DomainObjectAbstract $obj
     */</span>
    <span class="kw2">abstract</span> <span class="kw2">protected</span> <span class="kw2">function</span> _update<span class="br0">&#40;</span>Application_Model_Abstract <span class="re0">$obj</span><span class="br0">&#41;</span><span class="sy0">;</span>
&nbsp;
    <span class="co4">/**
     * Delete the domain object from peristent Storage
     *
     * @param DomainObjectAbstract $obj
     */</span>
    <span class="kw2">abstract</span> <span class="kw2">protected</span> <span class="kw2">function</span> _delete<span class="br0">&#40;</span>Application_Model_Abstract <span class="re0">$obj</span><span class="br0">&#41;</span><span class="sy0">;</span>
<span class="br0">&#125;</span></pre></div></div></div></div></div></div></div>


<p><strong>UserMapper:</strong></p>


<div class="wp-geshi-highlight-wrap5"><div class="wp-geshi-highlight-wrap4"><div class="wp-geshi-highlight-wrap3"><div class="wp-geshi-highlight-wrap2"><div class="wp-geshi-highlight-wrap"><div class="wp-geshi-highlight"><div class="php"><pre class="de1"><span class="kw2">class</span> UserMapper <span class="kw2">extends</span> MapperAbstract
<span class="br0">&#123;</span>
	<span class="kw2">private</span> <span class="re0">$dbAdapter</span><span class="sy0">;</span>
&nbsp;
	<span class="kw2">public</span> <span class="kw2">function</span> __construct<span class="br0">&#40;</span><span class="re0">$dbAdapter</span><span class="br0">&#41;</span>
	<span class="br0">&#123;</span>
		<span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">dbAdapter</span> <span class="sy0">=</span> <span class="re0">$dbAdapter</span><span class="sy0">;</span>
	<span class="br0">&#125;</span>
&nbsp;
	<span class="co4">/**
	* Create a new User domainobject
	*/</span>
	<span class="kw2">protected</span> <span class="kw2">function</span> _create<span class="br0">&#40;</span><span class="br0">&#41;</span>
	<span class="br0">&#123;</span>
		<span class="kw1">return</span> <span class="kw2">new</span> User<span class="br0">&#40;</span><span class="br0">&#41;</span><span class="sy0">;</span>
	<span class="br0">&#125;</span>
&nbsp;
	<span class="co4">/**
    * Insert the DomainObject in persistent storage
    *
    * @param DomainObjectAbstract $obj
	*/</span>
	<span class="kw2">protected</span> <span class="kw2">function</span> _insert<span class="br0">&#40;</span>DomainAbstract <span class="re0">$obj</span><span class="br0">&#41;</span>
	<span class="br0">&#123;</span>
		<span class="co1">// Insert User object into database</span>
		<span class="coMULTI">/* @var $obj Application_Model_User */</span>
		<span class="re0">$query</span> <span class="sy0">=</span> <span class="st_h">'INSERT INTO users (username,password) VALUES (?,SHA1(?))'</span><span class="sy0">;</span>
		<span class="re0">$ret</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">dbAdapter</span><span class="sy0">-&gt;</span><span class="me1">query</span><span class="br0">&#40;</span><span class="re0">$query</span><span class="sy0">,</span> <span class="kw3">array</span><span class="br0">&#40;</span><span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">getUsername</span><span class="br0">&#40;</span><span class="br0">&#41;</span><span class="sy0">,</span>
								<span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">getPassword</span><span class="br0">&#40;</span><span class="br0">&#41;</span><span class="br0">&#41;</span>
                <span class="br0">&#41;</span><span class="sy0">;</span>
&nbsp;
		<span class="co1">// Assign the new user id to the User object</span>
		<span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">setId</span><span class="br0">&#40;</span><span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">dbAdapter</span><span class="sy0">-&gt;</span><span class="me1">lastInsertId</span><span class="br0">&#40;</span><span class="br0">&#41;</span><span class="br0">&#41;</span><span class="sy0">;</span>
	<span class="br0">&#125;</span>
&nbsp;
	<span class="co4">/**
	* Update
	*
	* @param DomainObjectAbstract $obj
	*/</span>
	<span class="kw2">protected</span> <span class="kw2">function</span> _update<span class="br0">&#40;</span>DomainAbstract <span class="re0">$obj</span><span class="br0">&#41;</span>
	<span class="br0">&#123;</span>
		<span class="co1">// Update User object in database</span>
			<span class="re0">$query</span> <span class="sy0">=</span> <span class="st_h">'UPDATE users SET username=?,password=SHA1(?) WHERE id=?'</span><span class="sy0">;</span>
			<span class="re0">$ret</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">dbAdapter</span><span class="sy0">-&gt;</span><span class="me1">query</span><span class="br0">&#40;</span><span class="re0">$query</span><span class="sy0">,</span> <span class="kw3">array</span><span class="br0">&#40;</span><span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">getUsername</span><span class="br0">&#40;</span><span class="br0">&#41;</span><span class="sy0">,</span>
									<span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">getPassword</span><span class="br0">&#40;</span><span class="br0">&#41;</span><span class="sy0">,</span>
									<span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">getId</span><span class="br0">&#40;</span><span class="br0">&#41;</span>
							<span class="br0">&#41;</span><span class="br0">&#41;</span><span class="sy0">;</span>
	<span class="br0">&#125;</span>
&nbsp;
	<span class="co4">/**
	* Delete the User from the database
	*
	* @param DomainObjectAbstract $obj
	*/</span>
	<span class="kw2">protected</span> <span class="kw2">function</span> _delete<span class="br0">&#40;</span>DomainAbstract <span class="re0">$obj</span><span class="br0">&#41;</span>
	<span class="br0">&#123;</span>
		<span class="re0">$query</span> <span class="sy0">=</span> <span class="st_h">'DELETE FROM users WHERE id=?'</span><span class="sy0">;</span>
		<span class="re0">$ret</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">dbAdapter</span><span class="sy0">-&gt;</span><span class="me1">query</span><span class="br0">&#40;</span><span class="re0">$query</span><span class="sy0">,</span> <span class="kw3">array</span><span class="br0">&#40;</span><span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">getId</span><span class="br0">&#40;</span><span class="br0">&#41;</span><span class="br0">&#41;</span><span class="br0">&#41;</span><span class="sy0">;</span>
    <span class="br0">&#125;</span>
&nbsp;
	<span class="co4">/**
	* Populate the User (DomainObject) with the data array.
	*
	* @param DomainObjectAbstract $obj
	* @param array $data
	* @return User
	*/</span>
	<span class="kw2">public</span> <span class="kw2">function</span> populate<span class="br0">&#40;</span>DomainAbstract <span class="re0">$obj</span><span class="sy0">,</span> <span class="kw3">array</span> <span class="re0">$data</span><span class="br0">&#41;</span>
	<span class="br0">&#123;</span>
		<span class="kw1">if</span> <span class="br0">&#40;</span><span class="kw3">isset</span><span class="br0">&#40;</span><span class="re0">$data</span><span class="br0">&#91;</span><span class="st_h">'id'</span><span class="br0">&#93;</span><span class="br0">&#41;</span><span class="br0">&#41;</span>
		<span class="br0">&#123;</span>
			<span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">setId</span><span class="br0">&#40;</span><span class="re0">$data</span><span class="br0">&#91;</span><span class="st_h">'id'</span><span class="br0">&#93;</span><span class="br0">&#41;</span><span class="sy0">;</span>
		<span class="br0">&#125;</span>
&nbsp;
		<span class="kw1">if</span> <span class="br0">&#40;</span><span class="kw3">isset</span><span class="br0">&#40;</span><span class="re0">$data</span><span class="br0">&#91;</span><span class="st_h">'username'</span><span class="br0">&#93;</span><span class="br0">&#41;</span><span class="br0">&#41;</span>
		<span class="br0">&#123;</span>
			<span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">setUsername</span><span class="br0">&#40;</span><span class="re0">$data</span><span class="br0">&#91;</span><span class="st_h">'username'</span><span class="br0">&#93;</span><span class="br0">&#41;</span><span class="sy0">;</span>
		<span class="br0">&#125;</span>
&nbsp;
		<span class="kw1">if</span> <span class="br0">&#40;</span><span class="kw3">isset</span><span class="br0">&#40;</span><span class="re0">$data</span><span class="br0">&#91;</span><span class="st_h">'password'</span><span class="br0">&#93;</span><span class="br0">&#41;</span><span class="br0">&#41;</span>
		<span class="br0">&#123;</span>
			<span class="re0">$obj</span><span class="sy0">-&gt;</span><span class="me1">setPassword</span><span class="br0">&#40;</span><span class="re0">$data</span><span class="br0">&#91;</span><span class="st_h">'password'</span><span class="br0">&#93;</span><span class="br0">&#41;</span><span class="sy0">;</span>
		<span class="br0">&#125;</span>
&nbsp;
		<span class="kw1">return</span> <span class="re0">$obj</span><span class="sy0">;</span>
	<span class="br0">&#125;</span>
&nbsp;
&nbsp;
	<span class="co4">/**
	 * Retrieves user by userid
	 * 
	 * @param int $userId
	 * @return User (null if not found)
	 */</span>
	<span class="kw2">public</span> <span class="kw2">function</span> findById<span class="br0">&#40;</span><span class="re0">$userId</span><span class="br0">&#41;</span>
	<span class="br0">&#123;</span>
		<span class="re0">$sql</span> <span class="sy0">=</span> <span class="st0">&quot;SELECT id,username,password FROM users WHERE id=?&quot;</span><span class="sy0">;</span>
&nbsp;
		<span class="re0">$data</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">dbAdapter</span><span class="sy0">-&gt;</span><span class="me1">fetchRow</span><span class="br0">&#40;</span><span class="re0">$sql</span><span class="sy0">,</span> <span class="kw3">array</span><span class="br0">&#40;</span><span class="re0">$userId</span><span class="br0">&#41;</span><span class="sy0">,</span> Zend_Db<span class="sy0">::</span><span class="me2">FETCH_ASSOC</span><span class="br0">&#41;</span><span class="sy0">;</span>
&nbsp;
		<span class="re0">$user</span> <span class="sy0">=</span> <span class="kw4">null</span><span class="sy0">;</span>
&nbsp;
		<span class="kw1">if</span> <span class="br0">&#40;</span><span class="re0">$data</span> <span class="sy0">!=</span> <span class="kw4">false</span><span class="br0">&#41;</span>
		<span class="br0">&#123;</span>
			<span class="re0">$user</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">create</span><span class="br0">&#40;</span><span class="re0">$data</span><span class="br0">&#41;</span><span class="sy0">;</span>
		<span class="br0">&#125;</span>
&nbsp;
		<span class="kw1">return</span> <span class="re0">$user</span><span class="sy0">;</span>
	<span class="br0">&#125;</span>
&nbsp;
	<span class="co4">/**
	 * Retrieves user by username
	 * 
	 * @param string $username
	 * @return User (null if not found)
	 */</span>
	<span class="kw2">public</span> <span class="kw2">function</span> findByUsername<span class="br0">&#40;</span><span class="re0">$username</span><span class="br0">&#41;</span>
	<span class="br0">&#123;</span>
		<span class="re0">$sql</span> <span class="sy0">=</span> <span class="st0">&quot;SELECT id,username,password FROM users WHERE username=?&quot;</span><span class="sy0">;</span>
&nbsp;
		<span class="re0">$data</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">dbAdapter</span><span class="sy0">-&gt;</span><span class="me1">fetchRow</span><span class="br0">&#40;</span><span class="re0">$sql</span><span class="sy0">,</span> <span class="kw3">array</span><span class="br0">&#40;</span><span class="re0">$username</span><span class="br0">&#41;</span><span class="sy0">,</span> Zend_Db<span class="sy0">::</span><span class="me2">FETCH_ASSOC</span><span class="br0">&#41;</span><span class="sy0">;</span>
&nbsp;
		<span class="re0">$user</span> <span class="sy0">=</span> <span class="kw4">null</span><span class="sy0">;</span>
&nbsp;
		<span class="kw1">if</span> <span class="br0">&#40;</span><span class="re0">$data</span> <span class="sy0">!=</span> <span class="kw4">false</span><span class="br0">&#41;</span>
		<span class="br0">&#123;</span>
			<span class="re0">$user</span> <span class="sy0">=</span> <span class="re0">$this</span><span class="sy0">-&gt;</span><span class="me1">create</span><span class="br0">&#40;</span><span class="br0">&#41;</span><span class="sy0">;</span>
		<span class="br0">&#125;</span>
&nbsp;
		<span class="kw1">return</span> <span class="re0">$user</span><span class="sy0">;</span>
	<span class="br0">&#125;</span>
<span class="br0">&#125;</span></pre></div></div></div></div></div></div></div>


<p>How to use this? To retrieve a user in this setup you have to instantiate a UserMapper object and then ask it to retrieve and create the user domain object for you.</p>


<div class="wp-geshi-highlight-wrap5"><div class="wp-geshi-highlight-wrap4"><div class="wp-geshi-highlight-wrap3"><div class="wp-geshi-highlight-wrap2"><div class="wp-geshi-highlight-wrap"><div class="wp-geshi-highlight"><div class="php"><pre class="de1"><span class="re0">$userMapper</span> <span class="sy0">=</span> <span class="kw2">new</span> UserMapper<span class="br0">&#40;</span><span class="re0">$dbAdapter</span><span class="br0">&#41;</span><span class="sy0">;</span>
<span class="re0">$user</span> <span class="sy0">=</span> <span class="re0">$userMapper</span><span class="sy0">-&gt;</span><span class="me1">findByUsername</span><span class="br0">&#40;</span><span class="st_h">'ruben'</span><span class="br0">&#41;</span><span class="sy0">;</span></pre></div></div></div></div></div></div></div>


<p>Notice how easy it becomes to retrieve a domain object this way. It keeps your business logic code from getting cluttered with dirty database and object mapping details. The same goes for storing the object into the database:</p>


<div class="wp-geshi-highlight-wrap5"><div class="wp-geshi-highlight-wrap4"><div class="wp-geshi-highlight-wrap3"><div class="wp-geshi-highlight-wrap2"><div class="wp-geshi-highlight-wrap"><div class="wp-geshi-highlight"><div class="php"><pre class="de1"><span class="re0">$userMapper</span> <span class="sy0">=</span> <span class="kw2">new</span> UserMapper<span class="br0">&#40;</span><span class="re0">$dbAdapter</span><span class="br0">&#41;</span><span class="sy0">;</span>
<span class="re0">$user</span> <span class="sy0">=</span> <span class="re0">$userMapper</span><span class="sy0">-&gt;</span><span class="me1">findByUsername</span><span class="br0">&#40;</span><span class="st_h">'ruben'</span><span class="br0">&#41;</span><span class="sy0">;</span>
<span class="re0">$user</span><span class="sy0">-&gt;</span><span class="me1">setPassword</span><span class="br0">&#40;</span><span class="st_h">'newpassword'</span><span class="br0">&#41;</span><span class="sy0">;</span>
<span class="re0">$userMapper</span><span class="sy0">-&gt;</span><span class="me1">save</span><span class="br0">&#40;</span><span class="re0">$user</span><span class="br0">&#41;</span><span class="sy0">;</span></pre></div></div></div></div></div></div></div>


<p>The UserMapper class will figure out whether it has to perform an insert or an update query and do all the hard work.</p>
<p>Hope this helps anyone.</p>
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