| /* |
| * Copyright 2016, 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.quantiles; |
| |
| import org.apache.hadoop.hive.ql.exec.Description; |
| import org.apache.hadoop.hive.ql.exec.UDFArgumentException; |
| 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.ql.udf.generic.GenericUDAFParameterInfo; |
| import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; |
| import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory; |
| import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils; |
| |
| @Description(name = "DataToSketch", value = "_FUNC_(value, k) - " |
| + "Returns a QuantilesSketch in a serialized form as a binary blob." |
| + " Values must be of type double." |
| + " Parameter k controls the accuracy and the size of the sketch." |
| + " If k is ommitted, the default is used.") |
| @SuppressWarnings("javadoc") |
| public class DataToDoublesSketchUDAF extends AbstractGenericUDAFResolver { |
| |
| @Override |
| public GenericUDAFEvaluator getEvaluator(final GenericUDAFParameterInfo info) |
| throws SemanticException { |
| final ObjectInspector[] inspectors = info.getParameterObjectInspectors(); |
| if ((inspectors.length != 1) && (inspectors.length != 2)) { |
| throw new UDFArgumentException("One or two arguments expected"); |
| } |
| ObjectInspectorValidator.validateGivenPrimitiveCategory(inspectors[0], 0, |
| PrimitiveCategory.DOUBLE); |
| if (inspectors.length == 2) { |
| ObjectInspectorValidator.validateGivenPrimitiveCategory(inspectors[1], 1, |
| PrimitiveCategory.INT); |
| } |
| return new DataToSketchEvaluator(); |
| } |
| |
| static class DataToSketchEvaluator extends DoublesEvaluator { |
| |
| @SuppressWarnings("deprecation") |
| @Override |
| public void iterate(final AggregationBuffer buf, final Object[] data) throws HiveException { |
| if (data[0] == null) { return; } |
| final DoublesUnionState state = (DoublesUnionState) buf; |
| if (!state.isInitialized() && (kObjectInspector != null)) { |
| final int k = PrimitiveObjectInspectorUtils.getInt(data[1], kObjectInspector); |
| state.init(k); |
| } |
| final double value = (double) inputObjectInspector.getPrimitiveJavaObject(data[0]); |
| state.update(value); |
| } |
| |
| } |
| |
| } |