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tasks, but what if you want to insert business logic before writing? One option for both
reading and writing is to use the composite pattern: Create an <code>ItemWriter</code> that contains
another <code>ItemWriter</code> or an <code>ItemReader</code> that contains another <code>ItemReader</code>. The following
code shows an example:</p> <div class="language- extra-class"><pre class="language-text"><code>public class CompositeItemWriter&lt;T&gt; implements ItemWriter&lt;T&gt; {

    ItemWriter&lt;T&gt; itemWriter;

    public CompositeItemWriter(ItemWriter&lt;T&gt; itemWriter) {
        this.itemWriter = itemWriter;
    }

    public void write(List&lt;? extends T&gt; items) throws Exception {
        //Add business logic here
       itemWriter.write(items);
    }

    public void setDelegate(ItemWriter&lt;T&gt; itemWriter){
        this.itemWriter = itemWriter;
    }
}
</code></pre></div><p>The preceding class contains another <code>ItemWriter</code> to which it delegates after having
provided some business logic. This pattern could easily be used for an <code>ItemReader</code> as
well, perhaps to obtain more reference data based upon the input that was provided by the
main <code>ItemReader</code>. It is also useful if you need to control the call to <code>write</code> yourself.
However, if you only want to 'transform' the item passed in for writing before it is
actually written, you need not <code>write</code> yourself. You can just modify the item. For this
scenario, Spring Batch provides the <code>ItemProcessor</code> interface, as shown in the following
interface definition:</p> <div class="language- extra-class"><pre class="language-text"><code>public interface ItemProcessor&lt;I, O&gt; {

    O process(I item) throws Exception;
}
</code></pre></div><p>An <code>ItemProcessor</code> is simple. Given one object, transform it and return another. The
provided object may or may not be of the same type. The point is that business logic may
be applied within the process, and it is completely up to the developer to create that
logic. An <code>ItemProcessor</code> can be wired directly into a step. For example, assume an<code>ItemReader</code> provides a class of type <code>Foo</code> and that it needs to be converted to type <code>Bar</code>before being written out. The following example shows an <code>ItemProcessor</code> that performs
the conversion:</p> <div class="language- extra-class"><pre class="language-text"><code>public class Foo {}

public class Bar {
    public Bar(Foo foo) {}
}

public class FooProcessor implements ItemProcessor&lt;Foo, Bar&gt; {
    public Bar process(Foo foo) throws Exception {
        //Perform simple transformation, convert a Foo to a Bar
        return new Bar(foo);
    }
}

public class BarWriter implements ItemWriter&lt;Bar&gt; {
    public void write(List&lt;? extends Bar&gt; bars) throws Exception {
        //write bars
    }
}
</code></pre></div><p>In the preceding example, there is a class <code>Foo</code>, a class <code>Bar</code>, and a class<code>FooProcessor</code> that adheres to the <code>ItemProcessor</code> interface. The transformation is
simple, but any type of transformation could be done here. The <code>BarWriter</code> writes <code>Bar</code>objects, throwing an exception if any other type is provided. Similarly, the<code>FooProcessor</code> throws an exception if anything but a <code>Foo</code> is provided. The<code>FooProcessor</code> can then be injected into a <code>Step</code>, as shown in the following example:</p> <p>XML Configuration</p> <div class="language- extra-class"><pre class="language-text"><code>&lt;job id=&quot;ioSampleJob&quot;&gt;
    &lt;step name=&quot;step1&quot;&gt;
        &lt;tasklet&gt;
            &lt;chunk reader=&quot;fooReader&quot; processor=&quot;fooProcessor&quot; writer=&quot;barWriter&quot;
                   commit-interval=&quot;2&quot;/&gt;
        &lt;/tasklet&gt;
    &lt;/step&gt;
&lt;/job&gt;
</code></pre></div><p>Java Configuration</p> <div class="language- extra-class"><pre class="language-text"><code>@Bean
public Job ioSampleJob() {
	return this.jobBuilderFactory.get(&quot;ioSampleJob&quot;)
				.start(step1())
				.build();
}

@Bean
public Step step1() {
	return this.stepBuilderFactory.get(&quot;step1&quot;)
				.&lt;Foo, Bar&gt;chunk(2)
				.reader(fooReader())
				.processor(fooProcessor())
				.writer(barWriter())
				.build();
}
</code></pre></div><p>A difference between <code>ItemProcessor</code> and <code>ItemReader</code> or <code>ItemWriter</code> is that an <code>ItemProcessor</code>is optional for a <code>Step</code>.</p> <h3 id="chaining-itemprocessors"><a href="#chaining-itemprocessors" class="header-anchor">#</a> Chaining ItemProcessors</h3> <p>Performing a single transformation is useful in many scenarios, but what if you want to
'chain' together multiple <code>ItemProcessor</code> implementations? This can be accomplished using
the composite pattern mentioned previously. To update the previous, single
transformation, example, <code>Foo</code> is transformed to <code>Bar</code>, which is transformed to <code>Foobar</code>and written out, as shown in the following example:</p> <div class="language- extra-class"><pre class="language-text"><code>public class Foo {}

public class Bar {
    public Bar(Foo foo) {}
}

public class Foobar {
    public Foobar(Bar bar) {}
}

public class FooProcessor implements ItemProcessor&lt;Foo, Bar&gt; {
    public Bar process(Foo foo) throws Exception {
        //Perform simple transformation, convert a Foo to a Bar
        return new Bar(foo);
    }
}

public class BarProcessor implements ItemProcessor&lt;Bar, Foobar&gt; {
    public Foobar process(Bar bar) throws Exception {
        return new Foobar(bar);
    }
}

public class FoobarWriter implements ItemWriter&lt;Foobar&gt;{
    public void write(List&lt;? extends Foobar&gt; items) throws Exception {
        //write items
    }
}
</code></pre></div><p>A <code>FooProcessor</code> and a <code>BarProcessor</code> can be 'chained' together to give the resultant<code>Foobar</code>, as shown in the following example:</p> <div class="language- extra-class"><pre class="language-text"><code>CompositeItemProcessor&lt;Foo,Foobar&gt; compositeProcessor =
                                      new CompositeItemProcessor&lt;Foo,Foobar&gt;();
List itemProcessors = new ArrayList();
itemProcessors.add(new FooProcessor());
itemProcessors.add(new BarProcessor());
compositeProcessor.setDelegates(itemProcessors);
</code></pre></div><p>Just as with the previous example, the composite processor can be configured into the<code>Step</code>:</p> <p>XML Configuration</p> <div class="language- extra-class"><pre class="language-text"><code>&lt;job id=&quot;ioSampleJob&quot;&gt;
    &lt;step name=&quot;step1&quot;&gt;
        &lt;tasklet&gt;
            &lt;chunk reader=&quot;fooReader&quot; processor=&quot;compositeItemProcessor&quot; writer=&quot;foobarWriter&quot;
                   commit-interval=&quot;2&quot;/&gt;
        &lt;/tasklet&gt;
    &lt;/step&gt;
&lt;/job&gt;

&lt;bean id=&quot;compositeItemProcessor&quot;
      class=&quot;org.springframework.batch.item.support.CompositeItemProcessor&quot;&gt;
    &lt;property name=&quot;delegates&quot;&gt;
        &lt;list&gt;
            &lt;bean class=&quot;..FooProcessor&quot; /&gt;
            &lt;bean class=&quot;..BarProcessor&quot; /&gt;
        &lt;/list&gt;
    &lt;/property&gt;
&lt;/bean&gt;
</code></pre></div><p>Java Configuration</p> <div class="language- extra-class"><pre class="language-text"><code>@Bean
public Job ioSampleJob() {
	return this.jobBuilderFactory.get(&quot;ioSampleJob&quot;)
				.start(step1())
				.build();
}

@Bean
public Step step1() {
	return this.stepBuilderFactory.get(&quot;step1&quot;)
				.&lt;Foo, Foobar&gt;chunk(2)
				.reader(fooReader())
				.processor(compositeProcessor())
				.writer(foobarWriter())
				.build();
}

@Bean
public CompositeItemProcessor compositeProcessor() {
	List&lt;ItemProcessor&gt; delegates = new ArrayList&lt;&gt;(2);
	delegates.add(new FooProcessor());
	delegates.add(new BarProcessor());

	CompositeItemProcessor processor = new CompositeItemProcessor();

	processor.setDelegates(delegates);

	return processor;
}
</code></pre></div><h3 id="filtering-records"><a href="#filtering-records" class="header-anchor">#</a> Filtering Records</h3> <p>One typical use for an item processor is to filter out records before they are passed to
the <code>ItemWriter</code>. Filtering is an action distinct from skipping. Skipping indicates that
a record is invalid, while filtering simply indicates that a record should not be
written.</p> <p>For example, consider a batch job that reads a file containing three different types of
records: records to insert, records to update, and records to delete. If record deletion
is not supported by the system, then we would not want to send any &quot;delete&quot; records to
the <code>ItemWriter</code>. But, since these records are not actually bad records, we would want to
filter them out rather than skip them. As a result, the <code>ItemWriter</code> would receive only
&quot;insert&quot; and &quot;update&quot; records.</p> <p>To filter a record, you can return <code>null</code> from the <code>ItemProcessor</code>. The framework detects
that the result is <code>null</code> and avoids adding that item to the list of records delivered to
the <code>ItemWriter</code>. As usual, an exception thrown from the <code>ItemProcessor</code> results in a
skip.</p> <h3 id="validating-input"><a href="#validating-input" class="header-anchor">#</a> Validating Input</h3> <p>In the <a href="/en/spring-batch/readersAndWriters.html#readersAndWriters">ItemReaders and ItemWriters</a> chapter, multiple approaches to parsing input have been
discussed. Each major implementation throws an exception if it is not 'well-formed'. The<code>FixedLengthTokenizer</code> throws an exception if a range of data is missing. Similarly,
attempting to access an index in a <code>RowMapper</code> or <code>FieldSetMapper</code> that does not exist or
is in a different format than the one expected causes an exception to be thrown. All of
these types of exceptions are thrown before <code>read</code> returns. However, they do not address
the issue of whether or not the returned item is valid. For example, if one of the fields
is an age, it obviously cannot be negative. It may parse correctly, because it exists and
is a number, but it does not cause an exception. Since there are already a plethora of
validation frameworks, Spring Batch does not attempt to provide yet another. Rather, it
provides a simple interface, called <code>Validator</code>, that can be implemented by any number of
frameworks, as shown in the following interface definition:</p> <div class="language- extra-class"><pre class="language-text"><code>public interface Validator&lt;T&gt; {

    void validate(T value) throws ValidationException;

}
</code></pre></div><p>The contract is that the <code>validate</code> method throws an exception if the object is invalid
and returns normally if it is valid. Spring Batch provides an out of the box<code>ValidatingItemProcessor</code>, as shown in the following bean definition:</p> <p>XML Configuration</p> <div class="language- extra-class"><pre class="language-text"><code>&lt;bean class=&quot;org.springframework.batch.item.validator.ValidatingItemProcessor&quot;&gt;
    &lt;property name=&quot;validator&quot; ref=&quot;validator&quot; /&gt;
&lt;/bean&gt;

&lt;bean id=&quot;validator&quot; class=&quot;org.springframework.batch.item.validator.SpringValidator&quot;&gt;
	&lt;property name=&quot;validator&quot;&gt;
		&lt;bean class=&quot;org.springframework.batch.sample.domain.trade.internal.validator.TradeValidator&quot;/&gt;
	&lt;/property&gt;
&lt;/bean&gt;
</code></pre></div><p>Java Configuration</p> <div class="language- extra-class"><pre class="language-text"><code>@Bean
public ValidatingItemProcessor itemProcessor() {
	ValidatingItemProcessor processor = new ValidatingItemProcessor();

	processor.setValidator(validator());

	return processor;
}

@Bean
public SpringValidator validator() {
	SpringValidator validator = new SpringValidator();

	validator.setValidator(new TradeValidator());

	return validator;
}
</code></pre></div><p>You can also use the <code>BeanValidatingItemProcessor</code> to validate items annotated with
the Bean Validation API (JSR-303) annotations. For example, given the following type <code>Person</code>:</p> <div class="language- extra-class"><pre class="language-text"><code>class Person {

    @NotEmpty
    private String name;

    public Person(String name) {
     this.name = name;
    }

    public String getName() {
     return name;
    }

    public void setName(String name) {
     this.name = name;
    }

}
</code></pre></div><p>you can validate items by declaring a <code>BeanValidatingItemProcessor</code> bean in your
application context and register it as a processor in your chunk-oriented step:</p> <div class="language- extra-class"><pre class="language-text"><code>@Bean
public BeanValidatingItemProcessor&lt;Person&gt; beanValidatingItemProcessor() throws Exception {
    BeanValidatingItemProcessor&lt;Person&gt; beanValidatingItemProcessor = new BeanValidatingItemProcessor&lt;&gt;();
    beanValidatingItemProcessor.setFilter(true);

    return beanValidatingItemProcessor;
}
</code></pre></div><h3 id="fault-tolerance"><a href="#fault-tolerance" class="header-anchor">#</a> Fault Tolerance</h3> <p>When a chunk is rolled back, items that have been cached during reading may be
reprocessed. If a step is configured to be fault tolerant (typically by using skip or
retry processing), any <code>ItemProcessor</code> used should be implemented in a way that is
idempotent. Typically that would consist of performing no changes on the input item for
the <code>ItemProcessor</code> and only updating the
instance that is the result.</p></div> <footer class="page-edit"><div class="edit-link"><a href="https://gitcode.net/dev-cloud/spring-docs/-/blob/master/docs/en/spring-batch/processor.md" target="_blank" rel="noopener noreferrer">Edit this page on GitCode</a> <span><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" x="0px" y="0px" viewBox="0 0 100 100" width="15" height="15" class="icon outbound"><path fill="currentColor" d="M18.8,85.1h56l0,0c2.2,0,4-1.8,4-4v-32h-8v28h-48v-48h28v-8h-32l0,0c-2.2,0-4,1.8-4,4v56C14.8,83.3,16.6,85.1,18.8,85.1z"></path> <polygon fill="currentColor" points="45.7,48.7 51.3,54.3 77.2,28.5 77.2,37.2 85.2,37.2 85.2,14.9 62.8,14.9 62.8,22.9 71.5,22.9"></polygon></svg> <span class="sr-only">(opens new window)</span></span></div> <div class="last-updated"><span class="prefix">Last Updated:</span> <span class="time">Thu Mar 17 2022 18:19:53 GMT+0800</span></div></footer> <div class="page-nav"><p class="inner"><span class="prev">
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