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 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
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 *     https://www.apache.org/licenses/LICENSE-2.0
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 * Unless required by applicable law or agreed to in writing, software
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package org.apache.avro.mapreduce;

import org.apache.avro.Schema;
import org.apache.avro.generic.GenericData;
import org.apache.avro.hadoop.io.AvroKeyComparator;
import org.apache.avro.hadoop.io.AvroSerialization;
import org.apache.avro.mapred.AvroKey;
import org.apache.avro.mapred.AvroValue;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.mapreduce.Job;

/**
 * Utility methods for configuring jobs that work with Avro.
 *
 * 

* When using Avro data as MapReduce keys and values, data must be wrapped in a * suitable AvroWrapper implementation. MapReduce keys must be wrapped in an * AvroKey object, and MapReduce values must be wrapped in an AvroValue object. *

* *

* Suppose you would like to write a line count mapper that reads from a text * file. If instead of using a Text and IntWritable output value, you would like * to use Avro data with a schema of "string" and "int", * respectively, you may parametrize your mapper with * {@code AvroKey} and {@code AvroValue} types. Then, use * the setMapOutputKeySchema() and * setMapOutputValueSchema() methods to set writer schemas for the * records you will generate. *

*/ public final class AvroJob { /** Disable the constructor for this utility class. */ private AvroJob() { } /** Configuration key for the input key schema. */ private static final String CONF_INPUT_KEY_SCHEMA = "avro.schema.input.key"; /** Configuration key for the input value schema. */ private static final String CONF_INPUT_VALUE_SCHEMA = "avro.schema.input.value"; /** Configuration key for the output key schema. */ private static final String CONF_OUTPUT_KEY_SCHEMA = "avro.schema.output.key"; /** Configuration key for the output value schema. */ private static final String CONF_OUTPUT_VALUE_SCHEMA = "avro.schema.output.value"; /** * The configuration key for a job's output compression codec. This takes one of * the strings registered in {@link org.apache.avro.file.CodecFactory} */ public static final String CONF_OUTPUT_CODEC = "avro.output.codec"; /** * Sets the job input key schema. * * @param job The job to configure. * @param schema The input key schema. */ public static void setInputKeySchema(Job job, Schema schema) { job.getConfiguration().set(CONF_INPUT_KEY_SCHEMA, schema.toString()); } /** * Sets the job input value schema. * * @param job The job to configure. * @param schema The input value schema. */ public static void setInputValueSchema(Job job, Schema schema) { job.getConfiguration().set(CONF_INPUT_VALUE_SCHEMA, schema.toString()); } /** * Sets the map output key schema. * * @param job The job to configure. * @param schema The map output key schema. */ public static void setMapOutputKeySchema(Job job, Schema schema) { job.setMapOutputKeyClass(AvroKey.class); job.setGroupingComparatorClass(AvroKeyComparator.class); job.setSortComparatorClass(AvroKeyComparator.class); AvroSerialization.setKeyWriterSchema(job.getConfiguration(), schema); AvroSerialization.setKeyReaderSchema(job.getConfiguration(), schema); AvroSerialization.addToConfiguration(job.getConfiguration()); } /** * Sets the map output value schema. * * @param job The job to configure. * @param schema The map output value schema. */ public static void setMapOutputValueSchema(Job job, Schema schema) { job.setMapOutputValueClass(AvroValue.class); AvroSerialization.setValueWriterSchema(job.getConfiguration(), schema); AvroSerialization.setValueReaderSchema(job.getConfiguration(), schema); AvroSerialization.addToConfiguration(job.getConfiguration()); } /** * Sets the job output key schema. * * @param job The job to configure. * @param schema The job output key schema. */ public static void setOutputKeySchema(Job job, Schema schema) { job.setOutputKeyClass(AvroKey.class); job.getConfiguration().set(CONF_OUTPUT_KEY_SCHEMA, schema.toString()); } /** * Sets the job output value schema. * * @param job The job to configure. * @param schema The job output value schema. */ public static void setOutputValueSchema(Job job, Schema schema) { job.setOutputValueClass(AvroValue.class); job.getConfiguration().set(CONF_OUTPUT_VALUE_SCHEMA, schema.toString()); } /** * Sets the job data model class. * * @param job The job to configure. * @param modelClass The job data model class. */ public static void setDataModelClass(Job job, Class modelClass) { AvroSerialization.setDataModelClass(job.getConfiguration(), modelClass); } /** * Gets the job input key schema. * * @param conf The job configuration. * @return The job input key schema, or null if not set. */ public static Schema getInputKeySchema(Configuration conf) { String schemaString = conf.get(CONF_INPUT_KEY_SCHEMA); return schemaString != null ? new Schema.Parser().parse(schemaString) : null; } /** * Gets the job input value schema. * * @param conf The job configuration. * @return The job input value schema, or null if not set. */ public static Schema getInputValueSchema(Configuration conf) { String schemaString = conf.get(CONF_INPUT_VALUE_SCHEMA); return schemaString != null ? new Schema.Parser().parse(schemaString) : null; } /** * Gets the map output key schema. * * @param conf The job configuration. * @return The map output key schema, or null if not set. */ public static Schema getMapOutputKeySchema(Configuration conf) { return AvroSerialization.getKeyWriterSchema(conf); } /** * Gets the map output value schema. * * @param conf The job configuration. * @return The map output value schema, or null if not set. */ public static Schema getMapOutputValueSchema(Configuration conf) { return AvroSerialization.getValueWriterSchema(conf); } /** * Gets the job output key schema. * * @param conf The job configuration. * @return The job output key schema, or null if not set. */ public static Schema getOutputKeySchema(Configuration conf) { String schemaString = conf.get(CONF_OUTPUT_KEY_SCHEMA); return schemaString != null ? new Schema.Parser().parse(schemaString) : null; } /** * Gets the job output value schema. * * @param conf The job configuration. * @return The job output value schema, or null if not set. */ public static Schema getOutputValueSchema(Configuration conf) { String schemaString = conf.get(CONF_OUTPUT_VALUE_SCHEMA); return schemaString != null ? new Schema.Parser().parse(schemaString) : null; } }




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