/*
* 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 hivemall.tools.map;
import hivemall.utils.hadoop.HiveUtils;
import java.util.HashMap;
import java.util.Map;
import org.apache.hadoop.hive.ql.exec.Description;
import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.parse.SemanticException;
import org.apache.hadoop.hive.ql.udf.generic.AbstractGenericUDAFResolver;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorUtils;
import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.StandardMapObjectInspector;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
/**
* Convert two aggregated columns into a key-value map.
*
* The key must be a primitive type (int, boolean, float, string, ...) and the value may be a
* primitive or a complex type (structs, maps, arrays).
*
* @see https://cwiki.apache.org/Hive/genericudafcasestudy.html
*/
@Description(name = "to_map",
value = "_FUNC_(key, value) - Convert two aggregated columns into a key-value map")
public class UDAFToMap extends AbstractGenericUDAFResolver {
@Override
public GenericUDAFEvaluator getEvaluator(TypeInfo[] typeInfo) throws SemanticException {
if (typeInfo.length != 2) {
throw new UDFArgumentTypeException(typeInfo.length - 1,
"Expecting exactly two arguments: " + typeInfo.length);
}
if (typeInfo[0].getCategory() != ObjectInspector.Category.PRIMITIVE) {
throw new UDFArgumentTypeException(0,
"Only primitive type arguments are accepted for the key but "
+ typeInfo[0].getTypeName() + " was passed as parameter 1.");
}
return new UDAFToMapEvaluator();
}
public static class UDAFToMapEvaluator extends GenericUDAFEvaluator {
protected PrimitiveObjectInspector inputKeyOI;
protected ObjectInspector inputValueOI;
protected StandardMapObjectInspector internalMergeOI;
@Override
public ObjectInspector init(Mode mode, ObjectInspector[] argOIs) throws HiveException {
super.init(mode, argOIs);
// initialize input
if (mode == Mode.PARTIAL1 || mode == Mode.COMPLETE) {// from original data
inputKeyOI = HiveUtils.asPrimitiveObjectInspector(argOIs[0]);
inputValueOI = argOIs[1];
} else {// from partial aggregation
internalMergeOI = (StandardMapObjectInspector) argOIs[0];
inputKeyOI = HiveUtils.asPrimitiveObjectInspector(internalMergeOI.getMapKeyObjectInspector());
inputValueOI = internalMergeOI.getMapValueObjectInspector();
}
return ObjectInspectorFactory.getStandardMapObjectInspector(
ObjectInspectorUtils.getStandardObjectInspector(inputKeyOI),
ObjectInspectorUtils.getStandardObjectInspector(inputValueOI));
}
static class MapAggregationBuffer extends AbstractAggregationBuffer {
Map<Object, Object> container;
MapAggregationBuffer() {
super();
}
}
@Override
public void reset(@SuppressWarnings("deprecation") AggregationBuffer agg)
throws HiveException {
((MapAggregationBuffer) agg).container = new HashMap<Object, Object>(64);
}
@Override
public MapAggregationBuffer getNewAggregationBuffer() throws HiveException {
MapAggregationBuffer ret = new MapAggregationBuffer();
reset(ret);
return ret;
}
@Override
public void iterate(@SuppressWarnings("deprecation") AggregationBuffer agg,
Object[] parameters) throws HiveException {
assert (parameters.length == 2);
Object key = parameters[0];
Object value = parameters[1];
if (key != null) {
MapAggregationBuffer myagg = (MapAggregationBuffer) agg;
putIntoMap(key, value, myagg);
}
}
@Override
public Map<Object, Object> terminatePartial(
@SuppressWarnings("deprecation") AggregationBuffer agg) throws HiveException {
MapAggregationBuffer myagg = (MapAggregationBuffer) agg;
return myagg.container;
}
@Override
public void merge(@SuppressWarnings("deprecation") AggregationBuffer agg, Object partial)
throws HiveException {
MapAggregationBuffer myagg = (MapAggregationBuffer) agg;
Map<?, ?> partialResult = internalMergeOI.getMap(partial);
for (Map.Entry<?, ?> entry : partialResult.entrySet()) {
putIntoMap(entry.getKey(), entry.getValue(), myagg);
}
}
@Override
public Map<Object, Object> terminate(@SuppressWarnings("deprecation") AggregationBuffer agg)
throws HiveException {
MapAggregationBuffer myagg = (MapAggregationBuffer) agg;
return myagg.container;
}
protected void putIntoMap(Object key, Object value, MapAggregationBuffer myagg) {
Object pKeyCopy = ObjectInspectorUtils.copyToStandardObject(key, this.inputKeyOI);
Object pValueCopy = ObjectInspectorUtils.copyToStandardObject(value, this.inputValueOI);
myagg.container.put(pKeyCopy, pValueCopy);
}
}
}