/* * 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.facebook.presto.operator.aggregation; import com.facebook.presto.operator.aggregation.state.CovarianceState; import com.facebook.presto.spi.block.BlockBuilder; import com.facebook.presto.spi.function.AggregationFunction; import com.facebook.presto.spi.function.AggregationState; import com.facebook.presto.spi.function.CombineFunction; import com.facebook.presto.spi.function.InputFunction; import com.facebook.presto.spi.function.OutputFunction; import com.facebook.presto.spi.function.SqlType; import com.facebook.presto.spi.type.StandardTypes; import static com.facebook.presto.operator.aggregation.AggregationUtils.getCovariancePopulation; import static com.facebook.presto.operator.aggregation.AggregationUtils.getCovarianceSample; import static com.facebook.presto.operator.aggregation.AggregationUtils.mergeCovarianceState; import static com.facebook.presto.operator.aggregation.AggregationUtils.updateCovarianceState; import static com.facebook.presto.spi.type.DoubleType.DOUBLE; @AggregationFunction public class DoubleCovarianceAggregation { private DoubleCovarianceAggregation() {} @InputFunction public static void input(@AggregationState CovarianceState state, @SqlType(StandardTypes.DOUBLE) double dependentValue, @SqlType(StandardTypes.DOUBLE) double independentValue) { updateCovarianceState(state, independentValue, dependentValue); } @CombineFunction public static void combine(@AggregationState CovarianceState state, @AggregationState CovarianceState otherState) { mergeCovarianceState(state, otherState); } @AggregationFunction("covar_samp") @OutputFunction(StandardTypes.DOUBLE) public static void covarSamp(@AggregationState CovarianceState state, BlockBuilder out) { if (state.getCount() <= 1) { out.appendNull(); } else { double result = getCovarianceSample(state); DOUBLE.writeDouble(out, result); } } @AggregationFunction("covar_pop") @OutputFunction(StandardTypes.DOUBLE) public static void covarPop(@AggregationState CovarianceState state, BlockBuilder out) { if (state.getCount() == 0) { out.appendNull(); } else { double result = getCovariancePopulation(state); DOUBLE.writeDouble(out, result); } } }