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The void JobConfigurable.configure(JobConf job) method, defined in org.apache.hadoop. conf.Configurable, is called exactly one time per map task as part of the initialization of the Mapper instance. If an exception is thrown, this task will fail. The framework may attempt to retry this task on another host if the allowable number of failures for the task has not been exceeded. The methods JobConf.getMaxMapAttempts() and JobConf.setMaxMapAttempts(int n) control the number of times a map task will be retried if the task fails. The default is four times. It is considered good practice for any Mapper implementation to declare a member variable that the configure() method uses to store a reference to the passed-in JobConf object. The configure() method is also used for loading any Spring application context or initializing resources that are passed via DistributedCache. Listing 5-1 shows the configure() method used in SampleMapperRunner.java (the example available with the downloadable code for this chapter). Listing 5-1. configure Method from SampleMapperRunner.java /** Sample Configure method for a map/reduce class. * This method assumes the class derives from {@link MapReduceBase} * and saves a copy of the JobConf object, the taskName * and the taskId into member variables. * and makes an instance of the output key and output value * objects as member variables for the * map or reduce to use. *

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Packages matching Tags:"UPC-A" - NuGet Gallery
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Figure 4-4. The HTML5 Geolocation example application in action This sample works by using the watchPosition() capability we discussed in the last section. Every time a new position is sent to us, we will compare it to the last known position and calculate the distance traveled. This is accomplished using a well-known calculation known as the Haversine formula, which allows us to calculate distance between two longitude and latitude positions on a sphere. As shown in Listing 4-6, the Haversine formula tells us the following:

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Hibernate does not require you to use an XML configuration file. You have two other options. First, you can provide a normal Java properties file. The equivalent properties file to Listing 3-4 would be hibernate.connection.driver_class=org.hsqldb.jdbcDriver hibernate.connection.url=jdbc:hsqldb:hsql://localhost/hibernate hibernate.connection.username=sa hibernate.connection.password= hibernate.pool_size=5 hibernate.show_sql=false hibernate.dialect= org.hibernate.dialect.HSQLDialect As you will notice, this does not contain the resource mapping from the XML file and, in fact, you cannot include this information in a properties file; you ll need to directly map your classes into the Hibernate Configuration at runtime. Here is how this can be done: Configuration config = new Configuration(); config.addClass( Motd.class ); config.setProperties( System.getProperties() ); SessionFactory sessions = config.buildSessionFactory(); Note that the Configuration object will look in the classpath for a mapping file in the same package as the class it has been passed. So, in this example where the fully qualified name of our class is book.hibernate.gettingstarted.Motd, we should see the following pair of files from the root of the classpath: /book/hibernate/gettingstarted/Motd.class /book/hibernate/gettingstarted/Motd.hbm.xml If, for some reason, you want to keep your mapping files in a different directory, you can alternatively provide them as resources like this (note that this resource path must still be relative to the classpath):

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* If this method fails the Tasktracker will abort this task. * @param job The Localized JobConf object for this task */ public void configure(JobConf job) { super.configure(job); LOG.info("Map Task Configure"); this.conf = job; try { taskName = conf.getJobName(); taskId = TaskAttemptID.forName(conf.get("mapred.task.id")); if (taskName == null || taskName.length() == 0) { /** if the job name is essentially unset make something up. */ taskName = taskId.isMap() "map." : "reduce." + this.getClass().getName(); } /** * These casts are safe as they are checked by the framework * earlier in the process. */ outputKey = (K2) conf.getMapOutputKeyClass().newInstance(); outputValue = (V2) conf.getMapOutputValueClass().newInstance(); } catch (RuntimeException e) { LOG.error("Map Task Failed to initialize", e); throw e; } catch (InstantiationException e) { LOG.error( "Failed to instantiate the key or output value class", e); throw new RuntimeException(e); } catch (IllegalAccessException e) { LOG .error( "Failed to run no argument constructor for key or output value objects", e); throw new RuntimeException(e); } LOG.info(taskId.isMap() "Map" : "Reduce" + " Task Configure complete"); } In this example, K2 is the map output key type, which defaults to the reduce output key type, which defaults to LongWritable. V2 is the map output value key type, which defaults to the reduce output value type, which defaults to Text. This configure() method saves a copy of the JobConf object taskId and taskName into member variables. This method also instantiates a local instance of the key and value classes,

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