/* * 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.breaker.RamAccountingContext; import io.crate.exceptions.CircuitBreakingException; import io.crate.metadata.FunctionIdent; import io.crate.metadata.FunctionInfo; import io.crate.data.Input; import io.crate.operation.aggregation.AggregationFunction; import io.crate.types.DataType; import io.crate.types.DataTypes; import java.util.Arrays; class PercentileAggregation extends AggregationFunction<TDigestState, Object> { private static final String NAME = "percentile"; static { DataTypes.register(TDigestStateType.ID, TDigestStateType.INSTANCE); } public static void register(AggregationImplModule mod) { for (DataType<?> t : DataTypes.NUMERIC_PRIMITIVE_TYPES) { mod.register(new PercentileAggregation(new FunctionInfo( new FunctionIdent(NAME, ImmutableList.<DataType>of(t, DataTypes.DOUBLE)), DataTypes.DOUBLE, FunctionInfo.Type.AGGREGATE))); mod.register(new PercentileAggregation(new FunctionInfo( new FunctionIdent(NAME, ImmutableList.of(t, DataTypes.DOUBLE_ARRAY)), DataTypes.DOUBLE_ARRAY, FunctionInfo.Type.AGGREGATE))); } } private final FunctionInfo info; PercentileAggregation(FunctionInfo info) { this.info = info; } @Override public FunctionInfo info() { return info; } @Override public TDigestState newState(RamAccountingContext ramAccountingContext) { return TDigestState.createEmptyState(); } @Override public TDigestState iterate(RamAccountingContext ramAccountingContext, TDigestState state, Input... args) throws CircuitBreakingException { if (state.isEmpty()) { Object fractionValue = args[1].value(); initState(state, fractionValue); } Double value = DataTypes.DOUBLE.value(args[0].value()); if (value != null) { state.add(value); } return state; } private void initState(TDigestState state, Object argValue) { if (argValue != null) { if (argValue.getClass().isArray()) { Object[] values = (Object[]) argValue; if (values.length == 0 || Arrays.asList(values).contains(null)) { throw new IllegalArgumentException("no fraction value specified"); } state.fractions(toDoubleArray(values)); } else { state.fractions( new double[]{DataTypes.DOUBLE.value(argValue)} ); } } } private static double[] toDoubleArray(Object[] array) { Object value; double[] values = new double[array.length]; for (int i = 0; i < array.length; i++) { value = array[i]; values[i] = DataTypes.DOUBLE.value(value); } return values; } @Override public TDigestState reduce(RamAccountingContext ramAccountingContext, TDigestState state1, TDigestState state2) { if (state1.isEmpty()) { return state2; } if (!state2.isEmpty()) { state1.add(state2); } return state1; } @Override public Object terminatePartial(RamAccountingContext ramAccountingContext, TDigestState state) { if (!state.isEmpty()) { Double[] percentiles = new Double[state.fractions().length]; if (state.fractions().length > 1) { for (int i = 0; i < state.fractions().length; i++) { Double percentile = state.quantile(state.fractions()[i]); if (percentile.isNaN()) { percentiles[i] = null; } else { percentiles[i] = percentile; } } return percentiles; } else { Double percentile = state.quantile(state.fractions()[0]); if (percentile.isNaN()) { return null; } else { return percentile; } } } else { return null; } } @Override public DataType partialType() { return TDigestStateType.INSTANCE; } }