/** * Copyright (C) 2014-2016 LinkedIn Corp. (pinot-core@linkedin.com) * * Licensed 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 com.linkedin.pinot.core.query.aggregation.function; import com.linkedin.pinot.common.data.FieldSpec; import com.linkedin.pinot.core.common.BlockValSet; import com.linkedin.pinot.core.query.aggregation.AggregationResultHolder; import com.linkedin.pinot.core.query.aggregation.ObjectAggregationResultHolder; import com.linkedin.pinot.core.query.aggregation.function.customobject.AvgPair; import com.linkedin.pinot.core.query.aggregation.groupby.GroupByResultHolder; import com.linkedin.pinot.core.query.aggregation.groupby.ObjectGroupByResultHolder; import javax.annotation.Nonnull; public class AvgAggregationFunction implements AggregationFunction<AvgPair, Double> { private static final String NAME = AggregationFunctionFactory.AggregationFunctionType.AVG.getName(); private static final double DEFAULT_FINAL_RESULT = Double.NEGATIVE_INFINITY; @Nonnull @Override public String getName() { return NAME; } @Nonnull @Override public String getColumnName(@Nonnull String[] columns) { return NAME + "_" + columns[0]; } @Override public void accept(@Nonnull AggregationFunctionVisitorBase visitor) { visitor.visit(this); } @Nonnull @Override public AggregationResultHolder createAggregationResultHolder() { return new ObjectAggregationResultHolder(); } @Nonnull @Override public GroupByResultHolder createGroupByResultHolder(int initialCapacity, int maxCapacity, int trimSize) { return new ObjectGroupByResultHolder(initialCapacity, maxCapacity, trimSize); } @Override public void aggregate(int length, @Nonnull AggregationResultHolder aggregationResultHolder, @Nonnull BlockValSet... blockValSets) { double[] valueArray = blockValSets[0].getDoubleValuesSV(); double sum = 0.0; for (int i = 0; i < length; i++) { sum += valueArray[i]; } setAggregationResult(aggregationResultHolder, sum, (long) length); } protected void setAggregationResult(@Nonnull AggregationResultHolder aggregationResultHolder, double sum, long count) { AvgPair avgPair = aggregationResultHolder.getResult(); if (avgPair == null) { aggregationResultHolder.setValue(new AvgPair(sum, count)); } else { avgPair.apply(sum, count); } } @Override public void aggregateGroupBySV(int length, @Nonnull int[] groupKeyArray, @Nonnull GroupByResultHolder groupByResultHolder, @Nonnull BlockValSet... blockValSets) { double[] valueArray = blockValSets[0].getDoubleValuesSV(); for (int i = 0; i < length; i++) { setGroupByResult(groupKeyArray[i], groupByResultHolder, valueArray[i], 1L); } } @Override public void aggregateGroupByMV(int length, @Nonnull int[][] groupKeysArray, @Nonnull GroupByResultHolder groupByResultHolder, @Nonnull BlockValSet... blockValSets) { double[] valueArray = blockValSets[0].getDoubleValuesSV(); for (int i = 0; i < length; i++) { double value = valueArray[i]; for (int groupKey : groupKeysArray[i]) { setGroupByResult(groupKey, groupByResultHolder, value, 1L); } } } protected void setGroupByResult(int groupKey, @Nonnull GroupByResultHolder groupByResultHolder, double sum, long count) { AvgPair avgPair = groupByResultHolder.getResult(groupKey); if (avgPair == null) { groupByResultHolder.setValueForKey(groupKey, new AvgPair(sum, count)); } else { avgPair.apply(sum, count); } } @Nonnull @Override public AvgPair extractAggregationResult(@Nonnull AggregationResultHolder aggregationResultHolder) { AvgPair avgPair = aggregationResultHolder.getResult(); if (avgPair == null) { return new AvgPair(0.0, 0L); } else { return avgPair; } } @Nonnull @Override public AvgPair extractGroupByResult(@Nonnull GroupByResultHolder groupByResultHolder, int groupKey) { AvgPair avgPair = groupByResultHolder.getResult(groupKey); if (avgPair == null) { return new AvgPair(0.0, 0L); } else { return avgPair; } } @Nonnull @Override public AvgPair merge(@Nonnull AvgPair intermediateResult1, @Nonnull AvgPair intermediateResult2) { intermediateResult1.apply(intermediateResult2); return intermediateResult1; } @Nonnull @Override public FieldSpec.DataType getIntermediateResultDataType() { return FieldSpec.DataType.OBJECT; } @Nonnull @Override public Double extractFinalResult(@Nonnull AvgPair intermediateResult) { long count = intermediateResult.getCount(); if (count == 0L) { return DEFAULT_FINAL_RESULT; } else { return intermediateResult.getSum() / count; } } }