io.trino.operator.aggregation.ApproximateDoublePercentileAggregations Maven / Gradle / Ivy
/*
* 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 io.trino.operator.aggregation;
import io.airlift.stats.TDigest;
import io.trino.operator.aggregation.state.TDigestAndPercentileState;
import io.trino.spi.block.BlockBuilder;
import io.trino.spi.function.AggregationFunction;
import io.trino.spi.function.AggregationState;
import io.trino.spi.function.CombineFunction;
import io.trino.spi.function.InputFunction;
import io.trino.spi.function.OutputFunction;
import io.trino.spi.function.SqlType;
import io.trino.spi.type.StandardTypes;
import static com.google.common.base.Preconditions.checkState;
import static io.trino.operator.scalar.TDigestFunctions.verifyWeight;
import static io.trino.spi.StandardErrorCode.INVALID_FUNCTION_ARGUMENT;
import static io.trino.spi.type.DoubleType.DOUBLE;
import static io.trino.util.Failures.checkCondition;
@AggregationFunction("approx_percentile")
public final class ApproximateDoublePercentileAggregations
{
private ApproximateDoublePercentileAggregations() {}
@InputFunction
public static void input(@AggregationState TDigestAndPercentileState state, @SqlType(StandardTypes.DOUBLE) double value, @SqlType(StandardTypes.DOUBLE) double percentile)
{
TDigest digest = state.getDigest();
if (digest == null) {
digest = new TDigest();
state.setDigest(digest);
state.addMemoryUsage(digest.estimatedInMemorySizeInBytes());
}
state.addMemoryUsage(-digest.estimatedInMemorySizeInBytes());
digest.add(value);
state.addMemoryUsage(digest.estimatedInMemorySizeInBytes());
// use last percentile
state.setPercentile(percentile);
}
@InputFunction
public static void weightedInput(@AggregationState TDigestAndPercentileState state, @SqlType(StandardTypes.DOUBLE) double value, @SqlType(StandardTypes.DOUBLE) double weight, @SqlType(StandardTypes.DOUBLE) double percentile)
{
verifyWeight(weight);
TDigest digest = state.getDigest();
if (digest == null) {
digest = new TDigest();
state.setDigest(digest);
state.addMemoryUsage(digest.estimatedInMemorySizeInBytes());
}
state.addMemoryUsage(-digest.estimatedInMemorySizeInBytes());
digest.add(value, weight);
state.addMemoryUsage(digest.estimatedInMemorySizeInBytes());
// use last percentile
state.setPercentile(percentile);
}
@CombineFunction
public static void combine(@AggregationState TDigestAndPercentileState state, TDigestAndPercentileState otherState)
{
TDigest input = otherState.getDigest();
TDigest previous = state.getDigest();
if (previous == null) {
state.setDigest(input);
state.addMemoryUsage(input.estimatedInMemorySizeInBytes());
}
else {
state.addMemoryUsage(-previous.estimatedInMemorySizeInBytes());
previous.mergeWith(input);
state.addMemoryUsage(previous.estimatedInMemorySizeInBytes());
}
state.setPercentile(otherState.getPercentile());
}
@OutputFunction(StandardTypes.DOUBLE)
public static void output(@AggregationState TDigestAndPercentileState state, BlockBuilder out)
{
TDigest digest = state.getDigest();
double percentile = state.getPercentile();
if (digest == null || digest.getCount() == 0.0) {
out.appendNull();
}
else {
checkState(percentile != -1.0, "Percentile is missing");
checkCondition(0 <= percentile && percentile <= 1, INVALID_FUNCTION_ARGUMENT, "Percentile must be between 0 and 1");
DOUBLE.writeDouble(out, digest.valueAt(percentile));
}
}
}