io.trino.operator.scalar.TDigestFunctions 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.scalar;
import com.google.common.collect.Ordering;
import com.google.common.primitives.Doubles;
import io.airlift.stats.TDigest;
import io.trino.spi.block.Block;
import io.trino.spi.block.BlockBuilder;
import io.trino.spi.function.Description;
import io.trino.spi.function.ScalarFunction;
import io.trino.spi.function.SqlType;
import io.trino.spi.type.StandardTypes;
import static io.trino.spi.StandardErrorCode.INVALID_FUNCTION_ARGUMENT;
import static io.trino.spi.type.DoubleType.DOUBLE;
import static io.trino.util.Failures.checkCondition;
public final class TDigestFunctions
{
public static final double DEFAULT_WEIGHT = 1.0;
private TDigestFunctions() {}
@ScalarFunction("value_at_quantile")
@Description("Given an input q between [0, 1], find the value whose rank in the sorted sequence of the n values represented by the tdigest is qn.")
@SqlType(StandardTypes.DOUBLE)
public static double valueAtQuantile(@SqlType(StandardTypes.TDIGEST) TDigest input, @SqlType(StandardTypes.DOUBLE) double quantile)
{
return input.valueAt(quantile);
}
@ScalarFunction("values_at_quantiles")
@Description("For each input q between [0, 1], find the value whose rank in the sorted sequence of the n values represented by the tdigest is qn.")
@SqlType("array(double)")
public static Block valuesAtQuantiles(@SqlType(StandardTypes.TDIGEST) TDigest input, @SqlType("array(double)") Block percentilesArrayBlock)
{
double[] percentiles = new double[percentilesArrayBlock.getPositionCount()];
for (int i = 0; i < percentiles.length; i++) {
percentiles[i] = DOUBLE.getDouble(percentilesArrayBlock, i);
}
checkCondition(Ordering.natural().isOrdered(Doubles.asList(percentiles)), INVALID_FUNCTION_ARGUMENT, "percentiles must be sorted in increasing order");
BlockBuilder output = DOUBLE.createBlockBuilder(null, percentilesArrayBlock.getPositionCount());
double[] valuesAtPercentiles = input.valuesAt(percentiles);
for (Double value : valuesAtPercentiles) {
DOUBLE.writeDouble(output, value);
}
return output.build();
}
public static double verifyWeight(double weight)
{
checkCondition(weight >= 1, INVALID_FUNCTION_ARGUMENT, "weight must be >= 1, was %s", weight);
return weight;
}
}