
org.apache.hadoop.hive.ql.udf.generic.GenericUDAFBridge Maven / Gradle / Ivy
Go to download
Show more of this group Show more artifacts with this name
Show all versions of hive-exec Show documentation
Show all versions of hive-exec Show documentation
Hive is a data warehouse infrastructure built on top of Hadoop see
http://wiki.apache.org/hadoop/Hive
/**
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* 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
*
* 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 org.apache.hadoop.hive.ql.udf.generic;
import java.io.Serializable;
import java.lang.reflect.Method;
import java.lang.reflect.Type;
import java.util.Arrays;
import org.apache.hadoop.hive.ql.exec.FunctionRegistry;
import org.apache.hadoop.hive.ql.exec.UDAF;
import org.apache.hadoop.hive.ql.exec.UDAFEvaluator;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.parse.SemanticException;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDFUtils.ConversionHelper;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory.ObjectInspectorOptions;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
import org.apache.hadoop.util.ReflectionUtils;
/**
* This class is a bridge between GenericUDAF and UDAF. Old UDAF can be used
* with the GenericUDAF infrastructure through this bridge.
*/
public class GenericUDAFBridge extends AbstractGenericUDAFResolver {
UDAF udaf;
public GenericUDAFBridge(UDAF udaf) {
this.udaf = udaf;
}
public Class extends UDAF> getUDAFClass() {
return udaf.getClass();
}
@Override
public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters) throws SemanticException {
Class extends UDAFEvaluator> udafEvaluatorClass = udaf.getResolver()
.getEvaluatorClass(Arrays.asList(parameters));
return new GenericUDAFBridgeEvaluator(udafEvaluatorClass);
}
/**
* GenericUDAFBridgeEvaluator.
*
*/
public static class GenericUDAFBridgeEvaluator extends GenericUDAFEvaluator
implements Serializable {
private static final long serialVersionUID = 1L;
// Used by serialization only
public GenericUDAFBridgeEvaluator() {
}
public Class extends UDAFEvaluator> getUdafEvaluator() {
return udafEvaluator;
}
public void setUdafEvaluator(Class extends UDAFEvaluator> udafEvaluator) {
this.udafEvaluator = udafEvaluator;
}
public GenericUDAFBridgeEvaluator(
Class extends UDAFEvaluator> udafEvaluator) {
this.udafEvaluator = udafEvaluator;
}
Class extends UDAFEvaluator> udafEvaluator;
transient ObjectInspector[] parameterOIs;
transient Object result;
transient Method iterateMethod;
transient Method mergeMethod;
transient Method terminatePartialMethod;
transient Method terminateMethod;
transient ConversionHelper conversionHelper;
@Override
public ObjectInspector init(Mode m, ObjectInspector[] parameters) throws HiveException {
super.init(m, parameters);
parameterOIs = parameters;
// Get the reflection methods from ue
for (Method method : udafEvaluator.getMethods()) {
method.setAccessible(true);
if (method.getName().equals("iterate")) {
iterateMethod = method;
}
if (method.getName().equals("merge")) {
mergeMethod = method;
}
if (method.getName().equals("terminatePartial")) {
terminatePartialMethod = method;
}
if (method.getName().equals("terminate")) {
terminateMethod = method;
}
}
// Input: do Java/Writable conversion if needed
Method aggregateMethod = null;
if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {
aggregateMethod = iterateMethod;
} else {
aggregateMethod = mergeMethod;
}
conversionHelper = new ConversionHelper(aggregateMethod, parameters);
// Output: get the evaluate method
Method evaluateMethod = null;
if (mode == Mode.PARTIAL1 || mode == Mode.PARTIAL2) {
evaluateMethod = terminatePartialMethod;
} else {
evaluateMethod = terminateMethod;
}
// Get the output ObjectInspector from the return type.
Type returnType = evaluateMethod.getGenericReturnType();
try {
return ObjectInspectorFactory.getReflectionObjectInspector(returnType,
ObjectInspectorOptions.JAVA);
} catch (RuntimeException e) {
throw new HiveException("Cannot recognize return type " + returnType
+ " from " + evaluateMethod, e);
}
}
/** class for storing UDAFEvaluator value. */
static class UDAFAgg implements AggregationBuffer {
UDAFEvaluator ueObject;
UDAFAgg(UDAFEvaluator ueObject) {
this.ueObject = ueObject;
}
}
@Override
public AggregationBuffer getNewAggregationBuffer() {
return new UDAFAgg((UDAFEvaluator)ReflectionUtils.newInstance(udafEvaluator, null));
}
@Override
public void reset(AggregationBuffer agg) throws HiveException {
((UDAFAgg) agg).ueObject.init();
}
@Override
public void iterate(AggregationBuffer agg, Object[] parameters) throws HiveException {
FunctionRegistry.invoke(iterateMethod, ((UDAFAgg) agg).ueObject,
conversionHelper.convertIfNecessary(parameters));
}
@Override
public void merge(AggregationBuffer agg, Object partial) throws HiveException {
FunctionRegistry.invoke(mergeMethod, ((UDAFAgg) agg).ueObject,
conversionHelper.convertIfNecessary(partial));
}
@Override
public Object terminate(AggregationBuffer agg) throws HiveException {
return FunctionRegistry.invoke(terminateMethod, ((UDAFAgg) agg).ueObject);
}
@Override
public Object terminatePartial(AggregationBuffer agg) throws HiveException {
return FunctionRegistry.invoke(terminatePartialMethod,
((UDAFAgg) agg).ueObject);
}
}
}
© 2015 - 2025 Weber Informatics LLC | Privacy Policy