| /* |
| * Copyright 2017, Yahoo! Inc. |
| * Licensed under the terms of the Apache License 2.0. See LICENSE file at the project root for terms. |
| */ |
| |
| package com.yahoo.sketches.hive.hll; |
| |
| import java.util.Arrays; |
| |
| 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.Text; |
| |
| import com.yahoo.memory.Memory; |
| import com.yahoo.sketches.hll.HllSketch; |
| import com.yahoo.sketches.hll.TgtHllType; |
| |
| // This class implements functionality common to DataToSketch and UnionSketch |
| |
| abstract class SketchEvaluator extends GenericUDAFEvaluator { |
| |
| static final int DEFAULT_LG_K = 12; |
| static final TgtHllType DEFAULT_HLL_TYPE = TgtHllType.HLL_4; |
| |
| protected static final String LG_K_FIELD = "lgK"; |
| protected static final String HLL_TYPE_FIELD = "type"; |
| protected static final String SKETCH_FIELD = "sketch"; |
| |
| protected PrimitiveObjectInspector inputInspector_; |
| protected PrimitiveObjectInspector lgKInspector_; |
| protected PrimitiveObjectInspector hllTypeInspector_; |
| protected StructObjectInspector intermediateInspector_; |
| |
| @Override |
| public Object terminatePartial(final @SuppressWarnings("deprecation") AggregationBuffer buf) |
| throws HiveException { |
| final State state = (State) buf; |
| final HllSketch intermediate = state.getResult(); |
| if (intermediate == null) { return null; } |
| final byte[] bytes = intermediate.toCompactByteArray(); |
| return Arrays.asList( |
| new IntWritable(state.getLgK()), |
| new Text(state.getType().toString()), |
| new BytesWritable(bytes) |
| ); |
| } |
| |
| @Override |
| public void merge(final @SuppressWarnings("deprecation") AggregationBuffer buf, final Object data) |
| throws HiveException { |
| if (data == null) { return; } |
| final UnionState state = (UnionState) buf; |
| if (!state.isInitialized()) { |
| initializeState(state, data); |
| } |
| final BytesWritable serializedSketch = (BytesWritable) intermediateInspector_.getStructFieldData( |
| data, intermediateInspector_.getStructFieldRef(SKETCH_FIELD)); |
| state.update(HllSketch.heapify(Memory.wrap(serializedSketch.getBytes()))); |
| } |
| |
| private void initializeState(final UnionState state, final Object data) { |
| final int lgK = ((IntWritable) intermediateInspector_.getStructFieldData( |
| data, intermediateInspector_.getStructFieldRef(LG_K_FIELD))).get(); |
| final TgtHllType type = TgtHllType.valueOf(((Text) intermediateInspector_.getStructFieldData( |
| data, intermediateInspector_.getStructFieldRef(HLL_TYPE_FIELD))).toString()); |
| state.init(lgK, type); |
| } |
| |
| @Override |
| public Object terminate(final @SuppressWarnings("deprecation") AggregationBuffer buf) |
| throws HiveException { |
| final State state = (State) buf; |
| if (state == null) { return null; } |
| final HllSketch result = state.getResult(); |
| if (result == null) { return null; } |
| return new BytesWritable(result.toCompactByteArray()); |
| } |
| |
| @Override |
| public void reset(@SuppressWarnings("deprecation") final AggregationBuffer buf) |
| throws HiveException { |
| final State state = (State) buf; |
| state.reset(); |
| } |
| |
| } |