BATCH-1042: Added section on scalability to what's new section.

This commit is contained in:
lucasward
2009-04-08 03:53:46 +00:00
parent 2b815d3cf9
commit 4f39902ee8
2 changed files with 465 additions and 410 deletions

View File

@@ -114,7 +114,7 @@
detail.</para>
</section>
<section>
<section id="remoteChunking">
<title>Remote Chunking</title>
<para>In Remote Chunking the Step processing is split across multiple
@@ -162,7 +162,7 @@
users.</para>
</section>
<section>
<section id="partitioning">
<title>Partitioning</title>
<para>Spring Batch also provides an SPI for partitioning a Step execution

View File

@@ -1,408 +1,463 @@
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE chapter PUBLIC "-//OASIS//DTD DocBook XML V4.4//EN"
"http://www.oasis-open.org/docbook/xml/4.4/docbookx.dtd">
<chapter id="whatsNew">
<title>What's new in Spring Batch 2.0</title>
<para>The Spring Batch 2.0 release has six major themes:</para>
<itemizedlist>
<listitem>
<para>Java 5</para>
</listitem>
<listitem>
<para>Non Sequential Step Execution</para>
</listitem>
<listitem>
<para>Chunk oriented processing</para>
</listitem>
<listitem>
<para>Meta Data enhancements</para>
</listitem>
<listitem>
<para>Scalability</para>
</listitem>
<listitem>
<para>Configuration</para>
</listitem>
</itemizedlist>
<section>
<title id="s.2.1.6">Java 5</title>
<para>The 1.x releases of Spring Batch were all based on Java 1.4. This
prevented the framework from using many enhancements provided in Java 5
such as generics, parameterized types, etc. The entire framework has been
updated to utilize these features. As a result, <emphasis role="bold">Java
1.4 is no longer supported.</emphasis> Most of the interfaces developers
work with have been updated to support generic types. As an example, the
<classname>ItemReader</classname> interface from 1.1 is below:</para>
<programlisting>
public interface ItemReader {
Object read() throws Exception;
void mark() throws MarkFailedException;
void reset() throws ResetFailedException;
}
</programlisting>
<para>As you can see, the <methodname>read</methodname> method returns an
<classname>Object</classname>. The 2.0 version is below:</para>
<programlisting>
public interface ItemReader&lt;T&gt; {
T read() throws Exception, UnexpectedInputException, ParseException;
}
</programlisting>
<para>As you can see, <classname>ItemReader</classname> now supports the
generic type, T, which is returned from read. You may also notice that
<methodname>mark</methodname> and <methodname>reset</methodname> have been
removed. This is due to step processing strategy changes, which are
discussed below. Many other interfaces have been similarly updated.</para>
</section>
<section>
<title>Chunk Oriented Processing</title>
<para>Previously, the default processing strategy provided by Spring Batch
was item-oriented processing:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center"
fileref="images/item-oriented-processing.png" scale="90"
width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/item-oriented-processing.png" scale="90"
width="50%" />
</imageobject>
</mediaobject>
<para>In item-oriented processing, the <classname>ItemReader</classname>
returns one <classname>Object</classname> (the 'item') which is then
handed to the <classname>ItemWriter</classname>, periodically committing
when the number of items hits the commit interval. For example, if the
commit interval is 5, <classname>ItemReader</classname> and
<classname>ItemWriter</classname> will each be called 5 times. This is
illustrated in a simplified code example below:</para>
<programlisting>
for(int i = 0; i &lt; commitInterval; i++){
Object item = itemReader.read();
itemWriter.write(item);
}
</programlisting>
<para>Both the <classname>ItemReader</classname> and
<classname>ItemWriter</classname> interfaces were completely geared toward
this approach:</para>
<programlisting>
public interface ItemReader {
Object read() throws Exception;
void mark() throws MarkFailedException;
void reset() throws ResetFailedException;
}
</programlisting>
<programlisting> public interface ItemWriter {
void write(Object item) throws Exception;
void flush() throws FlushFailedException;
void clear() throws ClearFailedException;
}
</programlisting>
<para>Because the 'scope' of the processing was one item, supporting
rollback scenarios required additional methods, which is what
<methodname>mark</methodname>, <methodname>reset</methodname>,
<methodname>flush</methodname>, and <methodname>clear</methodname>
provided. If, after successfully reading and writing 2 items, the third
has an error while writing, the transaction would need to be rolled back.
In this case, the <methodname>clear</methodname> method on the writer
would be called, indicating that it should <methodname>clear</methodname>
its buffer, and <methodname>reset</methodname> would be called on the
<classname>ItemReader</classname>, indicating that it should return back
to the last position it was at when <methodname>mark</methodname> was
called. (Both <methodname>mark</methodname> and
<methodname>flush</methodname> are called on commit)</para>
<para>In 2.0, this strategy has been changed to a chunk-oriented
approach:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center"
fileref="images/simplified-chunk-oriented-processing.png"
scale="90" width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/simplified-chunk-oriented-processing.png"
scale="90" width="60%" />
</imageobject>
</mediaobject>
<para>Using the same example from above, if the commit interval is five,
read will be called 5 times, and write once. The items read will be
aggregated into a list, that will ultimately be written out, as the
simplified example below illustrates:</para>
<programlisting>
List items = new Arraylist();
for(int i = 0; i &lt; commitInterval; i++){
items.add(itemReader.read());
}
itemWriter.write(items);
</programlisting>
<para>This approach not only allows for much simpler processing and
scalability approaches, it also makes the
<classname>ItemReader</classname> and <classname>ItemWriter</classname>
interfaces much cleaner:</para>
<programlisting>
public interface ItemReader&lt;T&gt; {
T read() throws Exception, UnexpectedInputException, ParseException;
}
</programlisting>
<programlisting>
public interface ItemWriter&lt;T&gt; {
void write(List&lt;? extends T&gt; items) throws Exception;
}
</programlisting>
<para>As you can see, the interfaces no longer contain the
<methodname>mark</methodname>, <methodname>reset</methodname>,
<methodname>flush</methodname>, and <methodname>clear</methodname>
methods. This makes the creation of readers and writers much more
straightforward for developers. In the case of
<classname>ItemReader</classname>, the interface is now forward-only. The
framework will buffer read items for developers in the case of rollback
(though there are exceptions if the underlying resource is transactional
see: <xref linkend="transactionalReaders" />).
<classname>ItemWriter</classname> is also simplified, since it gets the
entire 'chunk' of items at once, rather than one at a time, it can decide
to flush any resources (such as a file or hibernate session) before
returning control to the <classname>Step</classname>. More detailed
information on chunk-oriented processing can be found in <xref
linkend="chunkOrientedProcessing" />. Reader and writer implementation
information can be found in <xref linkend="readersAndWriters" />.</para>
<section>
<title>ItemProcessor</title>
<para>Previously, <classname>Step</classname>s had only two
dependencies, <classname>ItemReader</classname> and
<classname>ItemWriter</classname>:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/1-1-step.png" scale="80"
width="50%" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/1-1-step.png" scale="80"
width="50%" />
</imageobject>
</mediaobject>
<para>The basic configuration above is fairly robust. However, there are
many cases where the item needs to be transformed before writing. In 1.x
this can be achieved using the composite pattern:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/composite-transformer.png"
scale="" width="70%" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/composite-transformer.png"
scale="65" width="" />
</imageobject>
</mediaobject>
<para>This approach works. However, it requires an extra layer between
either the reader or the writer and the <classname>Step</classname>.
Furthermore, the <classname>ItemWriter</classname> would need to be
registered separately as an <classname>ItemStream</classname> with the
<classname>Step</classname>. For this reason, the
<classname>ItemTransfomer</classname> was renamed to
<classname>ItemProcessor</classname> and moved up to the same level as
<classname>ItemReader</classname> and
<classname>ItemWriter</classname>:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/step.png" scale=""
width="50%" />
</imageobject>
<imageobject role="fo">
<imagedata align="center" contentwidth="480"
fileref="images/step.png"
scale="60" width="" />
</imageobject>
</mediaobject>
</section>
</section>
<section>
<title>Configuration enhancements</title>
<para>Until 2.0, the only option for configuring batch jobs has been
normal spring bean configuration. However, in 2.0 there is a new namespace
for configuration. For example, in 1.1, configuring a job looked like the
following:</para>
<programlisting>
&lt;bean id="footballJob"
class="org.springframework.batch.core.job.SimpleJob"&gt;
&lt;property name="steps"&gt;
&lt;list&gt;
&lt;!-- Step Bean details ommitted for clarity --&gt;
&lt;bean id="playerload" parent="simpleStep" /&gt;
&lt;bean id="gameLoad" parent="simpleStep" /&gt;
&lt;bean id="playerSummarization" parent="simpleStep" /&gt;
&lt;/list&gt;
&lt;/property&gt;
&lt;property name="jobRepository" ref="jobRepository" /&gt;
&lt;/bean&gt;
</programlisting>
<para>In 2.0, the equivalent would be:</para>
<programlisting>
&lt;job id="footballJob"&gt;
&lt;step id="playerload" next="gameLoad"/&gt;
&lt;step id="gameLoad" next="playerSummarization"/&gt;
&lt;step id="playerSummarization"/&gt;
&lt;/job&gt;
</programlisting>
<para>More information on how to configure Jobs and Steps with the new
namespace can be found in <xref linkend="configureJob" />, and <xref
linkend="configureStep" />.</para>
</section>
<section>
<title>Meta Data access improvements</title>
<para>The <classname>JobRepository</classname> interface represents basic
CRUD operations with <classname>Job</classname> meta-data. However, it may
also be useful to query the meta-data. For that reason, the
<classname>JobExplorer</classname> and <classname>JobOperator</classname>
interfaces have been created:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/job-repository-advanced.png"
scale="90" width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/job-repository-advanced.png"
scale="70" width="" />
</imageobject>
</mediaobject>
<para>More information on the new meta data features can be found in <xref
linkend="advancedMetaData" />. It is also worth noting that Jobs can now
be stopped via the database, removing the requirement to maintain a handle
to the <classname>JobExecution</classname> on the JVM the job was launched
in.</para>
</section>
<section>
<title>Non Sequential Step Execution</title>
<para>2.0 has also seen improvements in how steps can be configured.
Rather than requiring that they solely be sequential:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/sequential-flow.png"
scale="" width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/sequential-flow.png"
scale="80" width="" />
</imageobject>
</mediaobject>
<para>They may now be conditional:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/conditional-flow.png"
scale="80" width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/conditional-flow.png"
scale="80" width="" />
</imageobject>
</mediaobject>
<para>This new 'conditional flow' support is made easy to configure via
the new namespace:</para>
<programlisting>
&lt;job id="job"&gt;
&lt;step id="stepA"&gt;
&lt;next on="FAILED" to="stepB" /&gt;
&lt;next on="*" to="stepC" /&gt;
&lt;/step&gt;
&lt;step id="stepB" next="stepC" /&gt;
&lt;step id="stepC" /&gt;
&lt;/job&gt;
</programlisting>
<para>More details on how to configure non sequential steps can be found
in <xref linkend="controllingStepFlow" />.</para>
</section>
</chapter>
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE chapter PUBLIC "-//OASIS//DTD DocBook XML V4.4//EN"
"http://www.oasis-open.org/docbook/xml/4.4/docbookx.dtd">
<chapter id="whatsNew">
<title>What's new in Spring Batch 2.0</title>
<para>The Spring Batch 2.0 release has six major themes:</para>
<itemizedlist>
<listitem>
<para>Java 5</para>
</listitem>
<listitem>
<para>Non Sequential Step Execution</para>
</listitem>
<listitem>
<para>Chunk oriented processing</para>
</listitem>
<listitem>
<para>Meta Data enhancements</para>
</listitem>
<listitem>
<para>Scalability</para>
</listitem>
<listitem>
<para>Configuration</para>
</listitem>
</itemizedlist>
<section>
<title id="s.2.1.6">Java 5</title>
<para>The 1.x releases of Spring Batch were all based on Java 1.4. This
prevented the framework from using many enhancements provided in Java 5
such as generics, parameterized types, etc. The entire framework has been
updated to utilize these features. As a result, <emphasis role="bold">Java
1.4 is no longer supported.</emphasis> Most of the interfaces developers
work with have been updated to support generic types. As an example, the
<classname>ItemReader</classname> interface from 1.1 is below:</para>
<programlisting>
public interface ItemReader {
Object read() throws Exception;
void mark() throws MarkFailedException;
void reset() throws ResetFailedException;
}
</programlisting>
<para>As you can see, the <methodname>read</methodname> method returns an
<classname>Object</classname>. The 2.0 version is below:</para>
<programlisting>
public interface ItemReader&lt;T&gt; {
T read() throws Exception, UnexpectedInputException, ParseException;
}
</programlisting>
<para>As you can see, <classname>ItemReader</classname> now supports the
generic type, T, which is returned from read. You may also notice that
<methodname>mark</methodname> and <methodname>reset</methodname> have been
removed. This is due to step processing strategy changes, which are
discussed below. Many other interfaces have been similarly updated.</para>
</section>
<section>
<title>Chunk Oriented Processing</title>
<para>Previously, the default processing strategy provided by Spring Batch
was item-oriented processing:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center"
fileref="images/item-oriented-processing.png" scale="90"
width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/item-oriented-processing.png" scale="90"
width="50%" />
</imageobject>
</mediaobject>
<para>In item-oriented processing, the <classname>ItemReader</classname>
returns one <classname>Object</classname> (the 'item') which is then
handed to the <classname>ItemWriter</classname>, periodically committing
when the number of items hits the commit interval. For example, if the
commit interval is 5, <classname>ItemReader</classname> and
<classname>ItemWriter</classname> will each be called 5 times. This is
illustrated in a simplified code example below:</para>
<programlisting>
for(int i = 0; i &lt; commitInterval; i++){
Object item = itemReader.read();
itemWriter.write(item);
}
</programlisting>
<para>Both the <classname>ItemReader</classname> and
<classname>ItemWriter</classname> interfaces were completely geared toward
this approach:</para>
<programlisting>
public interface ItemReader {
Object read() throws Exception;
void mark() throws MarkFailedException;
void reset() throws ResetFailedException;
}
</programlisting>
<programlisting> public interface ItemWriter {
void write(Object item) throws Exception;
void flush() throws FlushFailedException;
void clear() throws ClearFailedException;
}
</programlisting>
<para>Because the 'scope' of the processing was one item, supporting
rollback scenarios required additional methods, which is what
<methodname>mark</methodname>, <methodname>reset</methodname>,
<methodname>flush</methodname>, and <methodname>clear</methodname>
provided. If, after successfully reading and writing 2 items, the third
has an error while writing, the transaction would need to be rolled back.
In this case, the <methodname>clear</methodname> method on the writer
would be called, indicating that it should <methodname>clear</methodname>
its buffer, and <methodname>reset</methodname> would be called on the
<classname>ItemReader</classname>, indicating that it should return back
to the last position it was at when <methodname>mark</methodname> was
called. (Both <methodname>mark</methodname> and
<methodname>flush</methodname> are called on commit)</para>
<para>In 2.0, this strategy has been changed to a chunk-oriented
approach:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center"
fileref="images/simplified-chunk-oriented-processing.png"
scale="90" width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center"
fileref="images/simplified-chunk-oriented-processing.png"
scale="90" width="60%" />
</imageobject>
</mediaobject>
<para>Using the same example from above, if the commit interval is five,
read will be called 5 times, and write once. The items read will be
aggregated into a list, that will ultimately be written out, as the
simplified example below illustrates:</para>
<programlisting>
List items = new Arraylist();
for(int i = 0; i &lt; commitInterval; i++){
items.add(itemReader.read());
}
itemWriter.write(items);
</programlisting>
<para>This approach not only allows for much simpler processing and
scalability approaches, it also makes the
<classname>ItemReader</classname> and <classname>ItemWriter</classname>
interfaces much cleaner:</para>
<programlisting>
public interface ItemReader&lt;T&gt; {
T read() throws Exception, UnexpectedInputException, ParseException;
}
</programlisting>
<programlisting>
public interface ItemWriter&lt;T&gt; {
void write(List&lt;? extends T&gt; items) throws Exception;
}
</programlisting>
<para>As you can see, the interfaces no longer contain the
<methodname>mark</methodname>, <methodname>reset</methodname>,
<methodname>flush</methodname>, and <methodname>clear</methodname>
methods. This makes the creation of readers and writers much more
straightforward for developers. In the case of
<classname>ItemReader</classname>, the interface is now forward-only. The
framework will buffer read items for developers in the case of rollback
(though there are exceptions if the underlying resource is transactional
see: <xref linkend="transactionalReaders" />).
<classname>ItemWriter</classname> is also simplified, since it gets the
entire 'chunk' of items at once, rather than one at a time, it can decide
to flush any resources (such as a file or hibernate session) before
returning control to the <classname>Step</classname>. More detailed
information on chunk-oriented processing can be found in <xref
linkend="chunkOrientedProcessing" />. Reader and writer implementation
information can be found in <xref linkend="readersAndWriters" />.</para>
<section>
<title>ItemProcessor</title>
<para>Previously, <classname>Step</classname>s had only two
dependencies, <classname>ItemReader</classname> and
<classname>ItemWriter</classname>:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/1-1-step.png" scale="80"
width="50%" />
</imageobject>
<imageobject role="fo">
<imagedata align="center" fileref="images/1-1-step.png" scale="80"
width="50%" />
</imageobject>
</mediaobject>
<para>The basic configuration above is fairly robust. However, there are
many cases where the item needs to be transformed before writing. In 1.x
this can be achieved using the composite pattern:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/composite-transformer.png"
scale="" width="70%" />
</imageobject>
<imageobject role="fo">
<imagedata align="center" fileref="images/composite-transformer.png"
scale="65" width="" />
</imageobject>
</mediaobject>
<para>This approach works. However, it requires an extra layer between
either the reader or the writer and the <classname>Step</classname>.
Furthermore, the <classname>ItemWriter</classname> would need to be
registered separately as an <classname>ItemStream</classname> with the
<classname>Step</classname>. For this reason, the
<classname>ItemTransfomer</classname> was renamed to
<classname>ItemProcessor</classname> and moved up to the same level as
<classname>ItemReader</classname> and
<classname>ItemWriter</classname>:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/step.png" scale=""
width="50%" />
</imageobject>
<imageobject role="fo">
<imagedata align="center" contentwidth="480"
fileref="images/step.png" scale="60" width="" />
</imageobject>
</mediaobject>
</section>
</section>
<section>
<title>Configuration enhancements</title>
<para>Until 2.0, the only option for configuring batch jobs has been
normal spring bean configuration. However, in 2.0 there is a new namespace
for configuration. For example, in 1.1, configuring a job looked like the
following:</para>
<programlisting>
&lt;bean id="footballJob"
class="org.springframework.batch.core.job.SimpleJob"&gt;
&lt;property name="steps"&gt;
&lt;list&gt;
&lt;!-- Step Bean details ommitted for clarity --&gt;
&lt;bean id="playerload" parent="simpleStep" /&gt;
&lt;bean id="gameLoad" parent="simpleStep" /&gt;
&lt;bean id="playerSummarization" parent="simpleStep" /&gt;
&lt;/list&gt;
&lt;/property&gt;
&lt;property name="jobRepository" ref="jobRepository" /&gt;
&lt;/bean&gt;
</programlisting>
<para>In 2.0, the equivalent would be:</para>
<programlisting>
&lt;job id="footballJob"&gt;
&lt;step id="playerload" next="gameLoad"/&gt;
&lt;step id="gameLoad" next="playerSummarization"/&gt;
&lt;step id="playerSummarization"/&gt;
&lt;/job&gt;
</programlisting>
<para>More information on how to configure Jobs and Steps with the new
namespace can be found in <xref linkend="configureJob" />, and <xref
linkend="configureStep" />.</para>
</section>
<section>
<title>Meta Data access improvements</title>
<para>The <classname>JobRepository</classname> interface represents basic
CRUD operations with <classname>Job</classname> meta-data. However, it may
also be useful to query the meta-data. For that reason, the
<classname>JobExplorer</classname> and <classname>JobOperator</classname>
interfaces have been created:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/job-repository-advanced.png"
scale="90" width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center" fileref="images/job-repository-advanced.png"
scale="70" width="" />
</imageobject>
</mediaobject>
<para>More information on the new meta data features can be found in <xref
linkend="advancedMetaData" />. It is also worth noting that Jobs can now
be stopped via the database, removing the requirement to maintain a handle
to the <classname>JobExecution</classname> on the JVM the job was launched
in.</para>
</section>
<section>
<title>Non Sequential Step Execution</title>
<para>2.0 has also seen improvements in how steps can be configured.
Rather than requiring that they solely be sequential:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/sequential-flow.png"
scale="" width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center" fileref="images/sequential-flow.png"
scale="80" width="" />
</imageobject>
</mediaobject>
<para>They may now be conditional:</para>
<mediaobject>
<imageobject role="html">
<imagedata align="center" fileref="images/conditional-flow.png"
scale="80" width="" />
</imageobject>
<imageobject role="fo">
<imagedata align="center" fileref="images/conditional-flow.png"
scale="80" width="" />
</imageobject>
</mediaobject>
<para>This new 'conditional flow' support is made easy to configure via
the new namespace:</para>
<programlisting>
&lt;job id="job"&gt;
&lt;step id="stepA"&gt;
&lt;next on="FAILED" to="stepB" /&gt;
&lt;next on="*" to="stepC" /&gt;
&lt;/step&gt;
&lt;step id="stepB" next="stepC" /&gt;
&lt;step id="stepC" /&gt;
&lt;/job&gt;
</programlisting>
<para>More details on how to configure non sequential steps can be found
in <xref linkend="controllingStepFlow" />.</para>
</section>
<section>
<title>Scalability</title>
<para>Spring Batch 1.x was always intended as a single VM, possibly
multi-threaded model, but many features were built into it that support
parallel execution in multiple processes. Many projects have successfully
implemented a scalable solution relying on the quality of service features
of Spring Batch to ensure that processing only happens in the correct
sequence. In 2.0 those features have been exposed more explicitly. There
are two approaches to scalability: remote chunking, and
partitioning.</para>
<section>
<title>Remote Chunking</title>
<para>Remote chunking is a technique for dividing up the work of a step
without any explicit knowledge of the structure of the data. Any input
source can be split up dynamically by reading it in a single process (as
per normal in 1.x) and sending the items as a chunk to a remote worker
process. The remote process implements a listener pattern, responding to
the request, processing the data and sending an asynchronous reply. The
transport for the request and reply has to be durable with guaranteed
delivery and a single consumer, and those features are readily available
with any JMS implementation. But Spring Batch is building the remote
chunking feature on top of Spring Integration, therefore it is agnostic
to the actual implementation of the message middleware. More details can
be found in <xref linkend="remoteChunking" /></para>
</section>
<section>
<title>Partitioning</title>
<para>Partitioning is an alternative approach which in contrast depends
on having some knowledge of the structure of the input data, like a
range of primary keys, or the name of a file to process. The advantage
of this model is that the processors of each element in a partition can
act as if they are a single step in a normal Spring Batch job. They
don't have to implement any special or new patterns, which makes them
easy to configure and test. Partitioning in principle is more scalable
than remote chunking because there is no serialization bottleneck
arising from reading all the input data in one place.</para>
<para>In Spring Batch 2.0 partitioning is supported by two interfaces:
<classname>PartitionHandler</classname> and
<classname>StepExecutionSplitter</classname>. The
<classname>PartitionHandler</classname> is the one that knows about the
execution fabric - it has to transmit requests to remote steps and
collect the results using whatever grid or remoting technology is
available. <classname>PartitionHandler</classname> is an SPI, and Spring
Batch provides one implementation out of the box for local execution
through a <classname>TaskExecutor</classname>. This will be useful
immediately when parallel processing of heavily IO bound tasks is
required, since in those cases remote execution only complicates the
deployment and doesn't necessarily help much with the performance. Other
implementations will be specific to the execution fabric. (e.g. one of
the grid providers such as IBM, Oracle, Terracotta, Appistry etc.),
Spring Batch makes no preference for any of grid provider over another.
More details can be found in <xref linkend="partitioning" /></para>
</section>
</section>
</chapter>