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datafu.hourglass.schemas.PartitionCollapsingSchemas Maven / Gradle / Ivy
/**
* Copyright 2013 LinkedIn, Inc
*
* Licensed 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
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
package datafu.hourglass.schemas;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import org.apache.avro.Schema;
import org.apache.avro.Schema.Field;
import org.apache.avro.Schema.Type;
import org.apache.avro.mapred.Pair;
import org.apache.commons.lang.NullArgumentException;
/**
* Generates the Avro schemas used by {@link datafu.hourglass.jobs.AbstractPartitionCollapsingIncrementalJob} and its derivations.
*
* @author "Matthew Hayes"
*
*/
public class PartitionCollapsingSchemas implements Serializable
{
private static String DATED_INTERMEDIATE_VALUE_SCHEMA_NAME = "DatedMapValue";
private static String KEY_SCHEMA = "key.schema";
private static String INPUT_SCHEMA = "input.schema";
private static String INTERMEDIATE_VALUE_SCHEMA = "intermediate.value.schema";
private static String OUTPUT_VALUE_SCHEMA = "output.value.schema";
private final String _outputSchemaName;
private final String _outputSchemaNamespace;
private transient Schema _keySchema;
private transient Schema _intermediateValueSchema;
private transient Schema _inputSchema;
private transient Schema _outputValueSchema;
// generated schemas
private transient Schema _mapOutputSchema;
private transient Schema _dateIntermediateValueSchema;
private transient Schema _mapOutputValueSchema;
private transient Schema _reduceOutputSchema;
private transient Schema _mapInputSchema;
//schemas are stored here so the object can be serialized
private Map conf;
public PartitionCollapsingSchemas(TaskSchemas schemas, List inputSchemas, String outputSchemaName, String outputSchemaNamespace)
{
if (schemas == null)
{
throw new NullArgumentException("schemas");
}
if (inputSchemas == null)
{
throw new NullArgumentException("inputSchema");
}
if (outputSchemaName == null)
{
throw new NullArgumentException("outputSchemaName");
}
if (outputSchemaName == outputSchemaNamespace)
{
throw new NullArgumentException("outputSchemaNamespace");
}
_outputSchemaName = outputSchemaName;
_outputSchemaNamespace = outputSchemaNamespace;
conf = new HashMap();
conf.put(INPUT_SCHEMA, Schema.createUnion(inputSchemas).toString());
conf.put(KEY_SCHEMA, schemas.getKeySchema().toString());
conf.put(INTERMEDIATE_VALUE_SCHEMA, schemas.getIntermediateValueSchema().toString());
conf.put(OUTPUT_VALUE_SCHEMA, schemas.getOutputValueSchema().toString());
}
public Schema getInputSchema()
{
if (_inputSchema == null)
{
_inputSchema = new Schema.Parser().parse(conf.get(INPUT_SCHEMA));
}
return _inputSchema;
}
public Schema getMapInputSchema()
{
if (_mapInputSchema == null)
{
List mapInputSchemas = new ArrayList();
if (getInputSchema().getType() == Type.UNION)
{
mapInputSchemas.addAll(getInputSchema().getTypes());
}
else
{
mapInputSchemas.add(getInputSchema());
}
// feedback from output (optional)
mapInputSchemas.add(getReduceOutputSchema());
_mapInputSchema = Schema.createUnion(mapInputSchemas);
}
return _mapInputSchema;
}
public Schema getMapOutputSchema()
{
if (_mapOutputSchema == null)
{
_mapOutputSchema = Pair.getPairSchema(getMapOutputKeySchema(),
getMapOutputValueSchema());
}
return _mapOutputSchema;
}
public Schema getKeySchema()
{
if (_keySchema == null)
{
_keySchema = new Schema.Parser().parse(conf.get(KEY_SCHEMA));
}
return _keySchema;
}
public Schema getMapOutputKeySchema()
{
return getKeySchema();
}
public Schema getReduceOutputSchema()
{
if (_reduceOutputSchema == null)
{
_reduceOutputSchema = Schema.createRecord(_outputSchemaName, null, _outputSchemaNamespace, false);
List fields = Arrays.asList(new Field("key",getKeySchema(), null, null),
new Field("value", getOutputValueSchema(), null, null));
_reduceOutputSchema.setFields(fields);
}
return _reduceOutputSchema;
}
public Schema getDatedIntermediateValueSchema()
{
if (_dateIntermediateValueSchema == null)
{
_dateIntermediateValueSchema = Schema.createRecord(DATED_INTERMEDIATE_VALUE_SCHEMA_NAME, null, _outputSchemaNamespace, false);
List intermediateValueFields = Arrays.asList(new Field("value", getIntermediateValueSchema(), null, null),
new Field("time", Schema.create(Type.LONG), null, null));
_dateIntermediateValueSchema.setFields(intermediateValueFields);
}
return _dateIntermediateValueSchema;
}
public Schema getOutputValueSchema()
{
if (_outputValueSchema == null)
{
_outputValueSchema = new Schema.Parser().parse(conf.get(OUTPUT_VALUE_SCHEMA));
}
return _outputValueSchema;
}
public Schema getIntermediateValueSchema()
{
if (_intermediateValueSchema == null)
{
_intermediateValueSchema = new Schema.Parser().parse(conf.get(INTERMEDIATE_VALUE_SCHEMA));
}
return _intermediateValueSchema;
}
public Schema getMapOutputValueSchema()
{
if (_mapOutputValueSchema == null)
{
List unionSchemas = new ArrayList();
unionSchemas.add(getIntermediateValueSchema());
// intermediate values tagged with the date
unionSchemas.add(getDatedIntermediateValueSchema());
// feedback from output of second pass
if (!unionSchemas.contains(getOutputValueSchema()))
{
unionSchemas.add(getOutputValueSchema());
}
_mapOutputValueSchema = Schema.createUnion(unionSchemas);
}
return _mapOutputValueSchema;
}
}
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