| /* |
| * 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.datasketches.hive.theta; |
| |
| import java.util.Arrays; |
| |
| import org.apache.datasketches.hive.common.BytesWritableHelper; |
| import org.apache.datasketches.memory.Memory; |
| import org.apache.datasketches.theta.Sketch; |
| import org.apache.hadoop.hive.ql.metadata.HiveException; |
| import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator; |
| import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector; |
| import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector; |
| import org.apache.hadoop.io.BytesWritable; |
| import org.apache.hadoop.io.IntWritable; |
| import org.apache.hadoop.io.LongWritable; |
| |
| /** |
| * Common code for DataToSketchUDAF and UnionSketchUDAF |
| */ |
| public abstract class UnionEvaluator extends GenericUDAFEvaluator { |
| |
| protected static final String NOMINAL_ENTRIES_FIELD = "nominalEntries"; |
| protected static final String SEED_FIELD = "seed"; |
| protected static final String SKETCH_FIELD = "sketch"; |
| |
| // FOR PARTIAL1 and COMPLETE modes: ObjectInspectors for original data |
| protected transient PrimitiveObjectInspector inputObjectInspector; |
| protected transient PrimitiveObjectInspector nominalEntriesObjectInspector; |
| protected transient PrimitiveObjectInspector seedObjectInspector; |
| |
| // FOR PARTIAL2 and FINAL modes: ObjectInspectors for partial aggregations |
| protected transient StructObjectInspector intermediateObjectInspector; |
| |
| /* |
| * (non-Javadoc) |
| * |
| * @see |
| * org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator#terminatePartial |
| * ( |
| * org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer |
| * ) |
| */ |
| @Override |
| public Object terminatePartial(final @SuppressWarnings("deprecation") AggregationBuffer agg) |
| throws HiveException { |
| final UnionState state = (UnionState) agg; |
| final Sketch intermediate = state.getResult(); |
| if (intermediate == null) { return null; } |
| final byte[] bytes = intermediate.toByteArray(); |
| // sampling probability is not relevant for merging |
| return Arrays.asList( |
| new IntWritable(state.getNominalEntries()), |
| new LongWritable(state.getSeed()), |
| new BytesWritable(bytes) |
| ); |
| } |
| |
| /* |
| * (non-Javadoc) |
| * |
| * @see |
| * org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator#merge(org. |
| * apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer, |
| * java.lang.Object) |
| */ |
| @Override |
| public void merge(final @SuppressWarnings("deprecation") AggregationBuffer agg, |
| final Object partial) throws HiveException { |
| if (partial == null) { return; } |
| final UnionState state = (UnionState) agg; |
| if (!state.isInitialized()) { |
| initializeState(state, partial); |
| } |
| final Memory serializedSketch = BytesWritableHelper.wrapAsMemory( |
| (BytesWritable) this.intermediateObjectInspector.getStructFieldData( |
| partial, this.intermediateObjectInspector.getStructFieldRef(SKETCH_FIELD))); |
| state.update(serializedSketch); |
| } |
| |
| private void initializeState(final UnionState state, final Object partial) { |
| final int nominalEntries = ((IntWritable) this.intermediateObjectInspector.getStructFieldData( |
| partial, this.intermediateObjectInspector.getStructFieldRef(NOMINAL_ENTRIES_FIELD))).get(); |
| final long seed = ((LongWritable) this.intermediateObjectInspector.getStructFieldData( |
| partial, this.intermediateObjectInspector.getStructFieldRef(SEED_FIELD))).get(); |
| state.init(nominalEntries, seed); |
| } |
| |
| /* |
| * (non-Javadoc) |
| * |
| * @see |
| * org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator#terminate( |
| * org.apache |
| * .hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer) |
| */ |
| @Override |
| public Object terminate(final @SuppressWarnings("deprecation") AggregationBuffer agg) |
| throws HiveException { |
| final UnionState state = (UnionState) agg; |
| final Sketch result = state.getResult(); |
| if (result == null) { return null; } |
| return new BytesWritable(result.toByteArray()); |
| } |
| |
| /* |
| * (non-Javadoc) |
| * |
| * @see |
| * org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator |
| * #reset(org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator.AggregationBuffer) |
| */ |
| @Override |
| public void reset(final @SuppressWarnings("deprecation") AggregationBuffer agg) |
| throws HiveException { |
| final UnionState state = (UnionState) agg; |
| state.reset(); |
| } |
| |
| /** |
| * |
| * @see org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator#getNewAggregationBuffer() |
| */ |
| @SuppressWarnings("deprecation") |
| @Override |
| public AggregationBuffer getNewAggregationBuffer() throws HiveException { |
| return new UnionState(); |
| } |
| |
| } |