/* * Licensed to CRATE Technology GmbH ("Crate") under one or more contributor * license agreements. See the NOTICE file distributed with this work for * additional information regarding copyright ownership. Crate 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. * * However, if you have executed another commercial license agreement * with Crate these terms will supersede the license and you may use the * software solely pursuant to the terms of the relevant commercial agreement. */ package io.crate.operation.aggregation.impl; import com.google.common.collect.ImmutableList; import io.crate.Streamer; import io.crate.breaker.RamAccountingContext; import io.crate.metadata.FunctionIdent; import io.crate.metadata.FunctionInfo; import io.crate.data.Input; import io.crate.operation.aggregation.AggregationFunction; import io.crate.operation.aggregation.statistics.moment.StandardDeviation; import io.crate.types.DataType; import io.crate.types.DataTypeFactory; import io.crate.types.DataTypes; import io.crate.types.FixedWidthType; import org.elasticsearch.common.breaker.CircuitBreakingException; import org.elasticsearch.common.io.stream.StreamInput; import org.elasticsearch.common.io.stream.StreamOutput; import javax.annotation.Nullable; import java.io.IOException; public class StandardDeviationAggregation extends AggregationFunction<StandardDeviationAggregation.StdDevState, Double> { public static final String NAME = "stddev"; static { DataTypes.register(StdDevStateType.ID, StdDevStateType.INSTANCE); } public static void register(AggregationImplModule mod) { for (DataType<?> t : DataTypes.NUMERIC_PRIMITIVE_TYPES) { mod.register(new StandardDeviationAggregation(new FunctionInfo( new FunctionIdent(NAME, ImmutableList.<DataType>of(t)), DataTypes.DOUBLE, FunctionInfo.Type.AGGREGATE))); } mod.register(new StandardDeviationAggregation(new FunctionInfo( new FunctionIdent(NAME, ImmutableList.<DataType>of(DataTypes.TIMESTAMP)), DataTypes.DOUBLE, FunctionInfo.Type.AGGREGATE))); } public static class StdDevState implements Comparable<StdDevState> { private final StandardDeviation stdDev; public StdDevState() { this.stdDev = new StandardDeviation(); } private void addValue(double val) { this.stdDev.increment(val); } private Double value() { double result = stdDev.result(); return (Double.isNaN(result) ? null : result); } @Override public int compareTo(StdDevState o) { return Double.compare(stdDev.result(), o.stdDev.result()); } } public static class StdDevStateType extends DataType<StdDevState> implements Streamer<StdDevState>, FixedWidthType, DataTypeFactory { public static final StdDevStateType INSTANCE = new StdDevStateType(); public static final int ID = 8192; @Override public int id() { return ID; } @Override public String getName() { return "stddev_state"; } @Override public Streamer<?> streamer() { return this; } @Override public StdDevState value(Object value) throws IllegalArgumentException, ClassCastException { return (StdDevState) value; } @Override public int compareValueTo(StdDevState val1, StdDevState val2) { return val1.compareTo(val2); } @Override public DataType<?> create() { return INSTANCE; } @Override public int fixedSize() { return 56; } @Override public StdDevState readValueFrom(StreamInput in) throws IOException { StdDevState state = new StdDevState(); state.stdDev.readFrom(in); return state; } @Override public void writeValueTo(StreamOutput out, Object v) throws IOException { StdDevState state = (StdDevState) v; state.stdDev.writeTo(out); } } private final FunctionInfo info; public StandardDeviationAggregation(FunctionInfo functionInfo) { this.info = functionInfo; } @Nullable @Override public StdDevState newState(RamAccountingContext ramAccountingContext) { ramAccountingContext.addBytes(StdDevStateType.INSTANCE.fixedSize()); return new StdDevState(); } @Override public StdDevState iterate(RamAccountingContext ramAccountingContext, StdDevState state, Input... args) throws CircuitBreakingException { if (state != null) { Number value = (Number) args[0].value(); if (value != null) { state.addValue(value.doubleValue()); } } return state; } @Override public StdDevState reduce(RamAccountingContext ramAccountingContext, StdDevState state1, StdDevState state2) { if (state1 == null) { return state2; } if (state2 == null) { return state1; } state1.stdDev.merge(state2.stdDev); return state1; } @Override public Double terminatePartial(RamAccountingContext ramAccountingContext, StdDevState state) { return state.value(); } @Override public DataType partialType() { return StdDevStateType.INSTANCE; } @Override public FunctionInfo info() { return info; } }