com.facebook.presto.operator.aggregation.TestDoubleSkewnessAggregation.java Source code

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Here is the source code for com.facebook.presto.operator.aggregation.TestDoubleSkewnessAggregation.java

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/*
 * 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.spi.block.Block;
import com.facebook.presto.spi.block.BlockBuilder;
import com.facebook.presto.spi.block.BlockBuilderStatus;
import com.facebook.presto.spi.type.StandardTypes;
import com.google.common.collect.ImmutableList;
import org.apache.commons.math3.stat.descriptive.moment.Skewness;

import java.util.List;

import static com.facebook.presto.spi.type.DoubleType.DOUBLE;

public class TestDoubleSkewnessAggregation extends AbstractTestAggregationFunction {
    @Override
    public Block[] getSequenceBlocks(int start, int length) {
        BlockBuilder blockBuilder = DOUBLE.createBlockBuilder(new BlockBuilderStatus(), length);
        for (int i = start; i < start + length; i++) {
            DOUBLE.writeDouble(blockBuilder, (double) i);
        }
        return new Block[] { blockBuilder.build() };
    }

    @Override
    public Number getExpectedValue(int start, int length) {
        if (length < 3) {
            return null;
        }

        double[] values = new double[length];
        for (int i = 0; i < length; i++) {
            values[i] = start + i;
        }

        Skewness skewness = new Skewness();
        return skewness.evaluate(values);
    }

    @Override
    protected String getFunctionName() {
        return "skewness";
    }

    @Override
    protected List<String> getFunctionParameterTypes() {
        return ImmutableList.of(StandardTypes.DOUBLE);
    }
}