/* * 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.HyperLogLogState; import com.facebook.presto.operator.aggregation.state.StateCompiler; import com.facebook.presto.spi.block.BlockBuilder; import com.facebook.presto.spi.function.AccumulatorStateSerializer; 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.LiteralParameters; import com.facebook.presto.spi.function.OutputFunction; import com.facebook.presto.spi.function.SqlType; import com.facebook.presto.spi.type.StandardTypes; import io.airlift.slice.Slice; import io.airlift.stats.cardinality.HyperLogLog; @AggregationFunction("approx_set") public final class ApproximateSetAggregation { private static final int NUMBER_OF_BUCKETS = 4096; private static final AccumulatorStateSerializer<HyperLogLogState> SERIALIZER = StateCompiler.generateStateSerializer(HyperLogLogState.class); private ApproximateSetAggregation() {} public static HyperLogLog newHyperLogLog() { return HyperLogLog.newInstance(NUMBER_OF_BUCKETS); } @InputFunction public static void input(@AggregationState HyperLogLogState state, @SqlType(StandardTypes.DOUBLE) double value) { HyperLogLog hll = getOrCreateHyperLogLog(state); state.addMemoryUsage(-hll.estimatedInMemorySize()); hll.add(Double.doubleToLongBits(value)); state.addMemoryUsage(hll.estimatedInMemorySize()); } @InputFunction @LiteralParameters("x") public static void input(@AggregationState HyperLogLogState state, @SqlType("varchar(x)") Slice value) { HyperLogLog hll = getOrCreateHyperLogLog(state); state.addMemoryUsage(-hll.estimatedInMemorySize()); hll.add(value); state.addMemoryUsage(hll.estimatedInMemorySize()); } @InputFunction public static void input(@AggregationState HyperLogLogState state, @SqlType(StandardTypes.BIGINT) long value) { HyperLogLog hll = getOrCreateHyperLogLog(state); state.addMemoryUsage(-hll.estimatedInMemorySize()); hll.add(value); state.addMemoryUsage(hll.estimatedInMemorySize()); } private static HyperLogLog getOrCreateHyperLogLog(@AggregationState HyperLogLogState state) { HyperLogLog hll = state.getHyperLogLog(); if (hll == null) { hll = newHyperLogLog(); state.setHyperLogLog(hll); state.addMemoryUsage(hll.estimatedInMemorySize()); } return hll; } @CombineFunction public static void combineState(@AggregationState HyperLogLogState state, @AggregationState HyperLogLogState otherState) { HyperLogLog input = otherState.getHyperLogLog(); HyperLogLog previous = state.getHyperLogLog(); if (previous == null) { state.setHyperLogLog(input); state.addMemoryUsage(input.estimatedInMemorySize()); } else { state.addMemoryUsage(-previous.estimatedInMemorySize()); previous.mergeWith(input); state.addMemoryUsage(previous.estimatedInMemorySize()); } } @OutputFunction(StandardTypes.HYPER_LOG_LOG) public static void evaluateFinal(@AggregationState HyperLogLogState state, BlockBuilder out) { SERIALIZER.serialize(state, out); } }