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<td width="20%" align="left"><a accesskey="p" href="txnexample_java.html">Prev</a> </td>
<th width="60%" align="center">Chapter 6. Summary and Examples</th>
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<div class="sect1" lang="en" xml:lang="en">
<div class="titlepage">
<div>
<div>
<h2 class="title" style="clear: both"><a id="txnexample_dpl"></a>DPL Transaction Example</h2>
</div>
</div>
</div>
<div class="toc">
<dl>
<dt>
<span class="sect2">
<a href="txnexample_dpl.html#txnguideexample_dpl">TxnGuide.java</a>
</span>
</dt>
<dt>
<span class="sect2">
<a href="txnexample_dpl.html#payloaddataentity">PayloadDataEntity.java</a>
</span>
</dt>
<dt>
<span class="sect2">
<a href="txnexample_dpl.html#storewriter">StoreWriter.java</a>
</span>
</dt>
</dl>
</div>
<p>
The following Java code provides a fully functional example of a
multi-threaded transactional JE application using the DPL.
This example is nearly identical to the example provided in the
previous section, except that it uses an entity class and entity
store to manage its data.
</p>
<p>
As is the case with the previous examples, this example opens
an environment and then an entity store. It then creates
5 threads, each of which writes 500 records to the database.
The primary key for these writes are based on pre-determined
integers, while the data is randomly generated data.
This means that the actual data is arbitrary and therefore uninteresting;
we picked it only because it requires minimum code to implement and therefore will
stay out of the way of the main points of this example.
</p>
<p>
Each thread writes 10 records under a single transaction
before committing and writing another 10 (this is repeated 50
times). At the end of each transaction, but before committing, each
thread calls a function that uses a cursor to read every record in
the database. We do this in order to make some points about
database reads in a transactional environment.
</p>
<p>
Of course, each writer thread performs deadlock detection as
described in this manual. In addition, normal recovery is performed
when the environment is opened.
</p>
<p>
To implement this example, we need three classes:
</p>
<div class="itemizedlist">
<ul type="disc">
<li>
<p>
<code class="literal">TxnGuide.java</code>
</p>
<p>
This is the main class for the application. It performs
environment and store management, spawns threads, and
creates the data that is placed in the database. See <a class="xref" href="txnexample_dpl.html#txnguideexample_dpl" title="TxnGuide.java">TxnGuide.java</a> for implementation details.
</p>
</li>
<li>
<p>
<code class="literal">StoreWriter.java</code>
</p>
<p>
This class extends <code class="literal">java.lang.Thread</code>, and
as such it is our thread implementation. It is responsible
for actually reading and writing store. It also
performs all of our transaction management. See <a class="xref" href="txnexample_dpl.html#storewriter" title="StoreWriter.java">StoreWriter.java</a> for
implementation details.
</p>
</li>
<li>
<p>
<code class="literal">PayloadDataEntity.java</code>
</p>
<p>
This is an entity class used to encapsulate several data
fields. See <a class="xref" href="txnexample_dpl.html#payloaddataentity" title="PayloadDataEntity.java">PayloadDataEntity.java</a> for
implementation details.
</p>
</li>
</ul>
</div>
<div class="sect2" lang="en" xml:lang="en">
<div class="titlepage">
<div>
<div>
<h3 class="title"><a id="txnguideexample_dpl"></a>TxnGuide.java</h3>
</div>
</div>
</div>
<p>
The main class in our example application is used to open and
close our environment and store. It also spawns all the
threads that we need. We start with the normal series
of Java package and import statements, followed by our class
declaration:
</p>
<pre class="programlisting">// File TxnGuideDPL.java
package persist.txn;
import com.sleepycat.je.DatabaseConfig;
import com.sleepycat.je.DatabaseException;
import com.sleepycat.je.Environment;
import com.sleepycat.je.EnvironmentConfig;
import com.sleepycat.persist.EntityStore;
import com.sleepycat.persist.StoreConfig;
import java.io.File;
public class TxnGuideDPL { </pre>
<p>
Next we declare our class' private data members. Mostly these are used
for constants such as the name of the database that we are opening and
the number of threads that we are spawning. However, we also declare
our environment and database handles here.
</p>
<pre class="programlisting"> private static String myEnvPath = "./";
private static String storeName = "exampleStore";
// Handles
private static EntityStore myStore = null;
private static Environment myEnv = null;
private static final int NUMTHREADS = 5; </pre>
<p>
Next, we implement our <code class="function">usage()</code> method. This
application optionally accepts a single command line argument which is
used to identify the environment home directory.
</p>
<pre class="programlisting"> private static void usage() {
System.out.println("TxnGuideDPL [-h &lt;env directory&gt;]");
System.exit(-1);
} </pre>
<p>
Now we implement our <code class="function">main()</code> method. This method
simply calls the methods to parse the command line arguments and open
the environment and store. It also creates and then joins the store writer
threads.
</p>
<pre class="programlisting"> public static void main(String args[]) {
try {
// Parse the arguments list
parseArgs(args);
// Open the environment and store
openEnv();
// Start the threads
StoreWriter[] threadArray;
threadArray = new StoreWriter[NUMTHREADS];
for (int i = 0; i &lt; NUMTHREADS; i++) {
threadArray[i] = new StoreWriter(myEnv, myStore);
threadArray[i].start();
}
for (int i = 0; i &lt; NUMTHREADS; i++) {
threadArray[i].join();
}
} catch (Exception e) {
System.err.println("TxnGuideDPL: " + e.toString());
e.printStackTrace();
} finally {
closeEnv();
}
System.out.println("All done.");
} </pre>
<p>
Next we implement <code class="function">openEnv()</code>. This method is used
to open the environment and then an entity store in that environment. Along
the way, we make sure that the transactional subsystem is correctly
initialized.
</p>
<pre class="programlisting"> private static void openEnv() throws DatabaseException {
System.out.println("opening env and store");
// Set up the environment.
EnvironmentConfig myEnvConfig = new EnvironmentConfig();
myEnvConfig.setAllowCreate(true);
myEnvConfig.setTransactional(true);
// Environment handles are free-threaded by default in JE,
// so we do not have to do anything to cause the
// environment handle to be free-threaded.
// Set up the entity store
StoreConfig myStoreConfig = new StoreConfig();
myStoreConfig.setAllowCreate(true);
myStoreConfig.setTransactional(true);
// Open the environment
myEnv = new Environment(new File(myEnvPath), // Env home
myEnvConfig);
// Open the store
myStore = new EntityStore(myEnv, storeName, myStoreConfig);
} </pre>
<p>
Finally, we implement the methods used to close our environment and
databases, parse the command line arguments, and provide our class
constructor. This is fairly standard code and it is mostly
uninteresting from the perspective of this manual. We include it here
purely for the purpose of completeness.
</p>
<pre class="programlisting"> private static void closeEnv() {
System.out.println("Closing env and store");
if (myStore != null ) {
try {
myStore.close();
} catch (DatabaseException e) {
System.err.println("closeEnv: myStore: " +
e.toString());
e.printStackTrace();
}
}
if (myEnv != null ) {
try {
myEnv.close();
} catch (DatabaseException e) {
System.err.println("closeEnv: " + e.toString());
e.printStackTrace();
}
}
}
private TxnGuideDPL() {}
private static void parseArgs(String args[]) {
int nArgs = args.length;
for(int i = 0; i &lt; args.length; ++i) {
if (args[i].startsWith("-")) {
switch(args[i].charAt(1)) {
case 'h':
if (i &lt; nArgs - 1) {
myEnvPath = new String(args[++i]);
}
break;
default:
usage();
}
}
}
}
} </pre>
</div>
<div class="sect2" lang="en" xml:lang="en">
<div class="titlepage">
<div>
<div>
<h3 class="title"><a id="payloaddataentity"></a>PayloadDataEntity.java</h3>
</div>
</div>
</div>
<p>
Before we show the implementation of the store writer thread, we
need to show the class that we will be placing into the store. This
class is fairly minimal. It simply allows you to store and retrieve an
<code class="literal">int</code>, a <code class="literal">String</code>, and a
<code class="literal">double</code>. The <code class="literal">int</code> is our primary key.
</p>
<pre class="programlisting">package persist.txn;
import com.sleepycat.persist.model.Entity;
import com.sleepycat.persist.model.PrimaryKey;
import static com.sleepycat.persist.model.Relationship.*;
@Entity
public class PayloadDataEntity {
@PrimaryKey
private int oID;
private String threadName;
private double doubleData;
PayloadDataEntity() {}
public double getDoubleData() { return doubleData; }
public int getID() { return oID; }
public String getThreadName() { return threadName; }
public void setDoubleData(double dd) { doubleData = dd; }
public void setID(int id) { oID = id; }
public void setThreadName(String tn) { threadName = tn; }
} </pre>
</div>
<div class="sect2" lang="en" xml:lang="en">
<div class="titlepage">
<div>
<div>
<h3 class="title"><a id="storewriter"></a>StoreWriter.java</h3>
</div>
</div>
</div>
<p>
<code class="literal">StoreWriter.java</code> provides the implementation
for our entity store writer thread. It is responsible for:
</p>
<div class="itemizedlist">
<ul type="disc">
<li>
<p>
All transaction management.
</p>
</li>
<li>
<p>
Responding to deadlock exceptions.
</p>
</li>
<li>
<p>
Providing data to be stored in the entity store.
</p>
</li>
<li>
<p>
Writing the data to the store.
</p>
</li>
</ul>
</div>
<p>
In order to show off some of the ACID properties provided
by JE's transactional support,
<code class="literal">StoreWriter.java</code> does some things in a less
efficient way than you would probably decide to use in a
true production application. First, it groups 10 database
writes together in a single transaction when you could just
as easily perform one write for each transaction. If you
did this, you could use auto commit for the individual
database writes, which means your code would be slightly
simpler and you would run a <span class="emphasis"><em>much</em></span>
smaller chance of encountering blocked and deadlocked
operations. However, by doing things this way, we are able
to show transactional atomicity, as well as deadlock
handling.
</p>
<p>
To begin, we provide the usual package and import statements, and we declare our class:
</p>
<pre class="programlisting">package persist.txn;
import com.sleepycat.je.CursorConfig;
import com.sleepycat.je.DatabaseException;
import com.sleepycat.je.LockConflictException;
import com.sleepycat.je.Environment;
import com.sleepycat.je.Transaction;
import com.sleepycat.persist.EntityCursor;
import com.sleepycat.persist.EntityStore;
import com.sleepycat.persist.PrimaryIndex;
import java.util.Iterator;
import java.util.Random;
import java.io.UnsupportedEncodingException;
public class StoreWriter extends Thread
{ </pre>
<p>
Next we declare our private data members. Notice that we get handles
for the environment and the entity store. The random number generator
that we instantiate is used
to generate unique data for storage in the database. Finally, the
<code class="literal">MAX_RETRY</code> variable is used to define how many times
we will retry a transaction in the face of a deadlock.
</p>
<pre class="programlisting"> private EntityStore myStore = null;
private Environment myEnv = null;
private PrimaryIndex&lt;Integer,PayloadDataEntity&gt; pdKey;
private Random generator = new Random();
private boolean passTxn = false;
private static final int MAX_RETRY = 20; </pre>
<p>
Next we implement our class constructor. The most interesting thing about our constructor is
that we use it to obtain our entity class's primary index.
</p>
<pre class="programlisting"> // Constructor. Get our handles from here
StoreWriter(Environment env, EntityStore store)
throws DatabaseException {
myStore = store;
myEnv = env;
// Open the data accessor. This is used to store persistent
// objects.
pdKey = myStore.getPrimaryIndex(Integer.class,
PayloadDataEntity.class);
} </pre>
<p>
Now we implement our thread's <code class="methodname">run()</code> method.
This is the method that is run when <code class="classname">StoreWriter</code>
threads are started in the main program (see <a class="xref" href="txnexample_dpl.html#txnguideexample_dpl" title="TxnGuide.java">TxnGuide.java</a>).
</p>
<pre class="programlisting"> // Thread method that writes a series of records
// to the database using transaction protection.
// Deadlock handling is demonstrated here.
public void run () { </pre>
<p>
The first thing we do is get a <code class="literal">null</code> transaction
handle before going into our main loop. We also begin the top transaction loop here that causes our application to
perform 50 transactions.
</p>
<pre class="programlisting"> Transaction txn = null;
// Perform 50 transactions
for (int i=0; i&lt;50; i++) { </pre>
<p>
Next we declare a <code class="literal">retry</code> variable. This is used to
determine whether a deadlock should result in our retrying the
operation. We also declare a <code class="literal">retry_count</code> variable
that is used to make sure we do not retry a transaction forever in the
unlikely event that the thread is unable to ever get a necessary lock.
(The only thing that might cause this is if some other thread dies
while holding an important lock. This is the only code that we have to
guard against that because the simplicity of this application makes it
highly unlikely that it will ever occur.)
</p>
<pre class="programlisting"> boolean retry = true;
int retry_count = 0;
// while loop is used for deadlock retries
while (retry) { </pre>
<p>
Now we go into the <code class="literal">try</code> block that we use for
deadlock detection. We also begin our transaction here.
</p>
<pre class="programlisting"> // try block used for deadlock detection and
// general exception handling
try {
// Get a transaction
txn = myEnv.beginTransaction(null, null); </pre>
<p>
Now we write 10 objects under the transaction that we have just begun.
By combining multiple writes together under a single transaction,
we increase the likelihood that a deadlock will occur. Normally,
you want to reduce the potential for a deadlock and in this case
the way to do that is to perform a single write per transaction. In
other words, we <span class="emphasis"><em>should</em></span> be using auto commit to
write to our database for this workload.
</p>
<p>
However, we want to show deadlock handling and by performing
multiple writes per transaction we can actually observe deadlocks
occurring. We also want to underscore the idea that you can
combing multiple database operations together in a single atomic
unit of work. So for our example, we do the (slightly) wrong thing.
</p>
<pre class="programlisting">
// Write 10 PayloadDataEntity objects to the
// store for each transaction
for (int j = 0; j &lt; 10; j++) {
// Instantiate an object
PayloadDataEntity pd = new PayloadDataEntity();
// Set the Object ID. This is used as the
// primary key.
pd.setID(i + j);
// The thread name is used as a secondary key, and
// it is retrieved by this class's getName()
// method.
pd.setThreadName(getName());
// The last bit of data that we use is a double
// that we generate randomly. This data is not
// indexed.
pd.setDoubleData(generator.nextDouble());
// Do the put
pdKey.put(txn, pd);
} </pre>
<p>
Having completed the inner database write loop, we could simply
commit the transaction and continue on to the next block of 10
writes. However, we want to first illustrate a few points about
transactional processing so instead we call our
<code class="function">countObjects()</code> method before calling the transaction
commit. <code class="function">countObjects()</code> uses a cursor to read every
object in the entity store and return a count of the number of objects
that it found.
</p>
<p>
Because
<code class="function">countObjects()</code>
reads every object in the store, if used incorrectly the thread
will self-deadlock. The writer thread has just written 500 objects
to the database, but because the transaction used for that write
has not yet been committed, each of those 500 objects are still
locked by the thread's transaction. If we then simply run a
non-transactional cursor over the store from within the same
thread that has locked those 500 objects, the cursor will
block when it tries to read one of those transactional
protected records. The thread immediately stops operation at that
point while the cursor waits for the read lock it has
requested. Because that read lock will never be released (the thread
can never make any forward progress), this represents a
self-deadlock for the thread.
</p>
<p>
There are three ways to prevent this self-deadlock:
</p>
<div class="orderedlist">
<ol type="1">
<li>
<p>
We can move the call to
<code class="function">countObjects()</code> to a point after the
thread's transaction has committed.
</p>
</li>
<li>
<p>
We can allow <code class="function">countObjects()</code> to
operate under the same transaction as all of the writes
were performed.
</p>
</li>
<li>
<p>
We can reduce our isolation guarantee for the application
by allowing uncommitted reads.
</p>
</li>
</ol>
</div>
<p>
For this example, we choose to use option 3 (uncommitted reads) to avoid
the deadlock. This means that we have to open our cursor handle
so that it knows to perform uncommitted reads.
</p>
<pre class="programlisting"> // commit
System.out.println(getName() + " : committing txn : "
+ i);
System.out.println(getName() + " : Found " +
countObjects(txn) + " objects in the store.");</pre>
<p>
Having performed this somewhat inelegant counting of the objects in the
database, we can now commit the transaction.
</p>
<pre class="programlisting"> try {
txn.commit();
txn = null;
} catch (DatabaseException e) {
System.err.println("Error on txn commit: " +
e.toString());
}
retry = false; </pre>
<p>
If all goes well with the commit, we are done and we can move on to the
next batch of 10 objects to add to the store. However, in the event
of an error, we must handle our exceptions correctly. The first of
these is a deadlock exception. In the event of a deadlock, we want to
abort and retry the transaction, provided that we have not already
exceeded our retry limit for this transaction.
</p>
<pre class="programlisting"> } catch (LockConflictException lce) {
System.out.println("################# " + getName() +
" : caught deadlock");
// retry if necessary
if (retry_count &lt; MAX_RETRY) {
System.err.println(getName() +
" : Retrying operation.");
retry = true;
retry_count++;
} else {
System.err.println(getName() +
" : out of retries. Giving up.");
retry = false;
} </pre>
<p>
In the event of a standard, non-specific database exception, we simply
log the exception and then give up (the transaction is not retried).
</p>
<pre class="programlisting"> } catch (DatabaseException e) {
// abort and don't retry
retry = false;
System.err.println(getName() +
" : caught exception: " + e.toString());
e.printStackTrace(); </pre>
<p>
And, finally, we always abort the transaction if the transaction handle
is not null. Note that immediately after committing our transaction, we
set the transaction handle to null to guard against aborting a
transaction that has already been committed.
</p>
<pre class="programlisting"> } finally {
if (txn != null) {
try {
txn.abort();
} catch (Exception e) {
System.err.println("Error aborting txn: " +
e.toString());
e.printStackTrace();
}
}
}
}
}
} </pre>
<p>
The final piece of our <code class="classname">StoreWriter</code> class is the
<code class="methodname">countObjects()</code> implementation. Notice how in
this example we open the cursor such that it performs uncommitted
reads:
</p>
<pre class="programlisting"> // A method that counts every object in the store.
private int countObjects(Transaction txn) throws DatabaseException {
int count = 0;
CursorConfig cc = new CursorConfig();
// This is ignored if the store is not opened with uncommitted read
// support.
cc.setReadUncommitted(true);
EntityCursor&lt;PayloadDataEntity&gt; cursor = pdKey.entities(txn, cc);
try {
for (PayloadDataEntity pdi : cursor) {
count++;
}
} finally {
if (cursor != null) {
cursor.close();
}
}
return count;
}
} </pre>
</div>
<p>
This completes our transactional example. If you would like to
experiment with this code, you can find the example in the following
location in your JE distribution:
</p>
<pre class="programlisting"><span class="emphasis"><em>JE_HOME</em></span>/examples/persist/txn</pre>
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