/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF 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. */ package org.apache.flink.api.java.summarize.aggregation; import org.apache.flink.annotation.Internal; import org.apache.flink.api.java.summarize.StringColumnSummary; @Internal public class StringSummaryAggregator implements Aggregator<String,StringColumnSummary> { private long nonNullCount = 0L; private long nullCount = 0L; private long emptyCount = 0L; private int minStringLength = Integer.MAX_VALUE; private int maxStringLength = -1; private CompensatedSum meanLength = CompensatedSum.ZERO; @Override public void aggregate(String value) { if(value == null) { nullCount++; } else { nonNullCount++; if(value.isEmpty()) { emptyCount++; } int length = value.length(); minStringLength = Math.min(minStringLength, length); maxStringLength = Math.max(maxStringLength, length); double delta = length - meanLength.value(); meanLength = meanLength.add(delta / nonNullCount); } } @Override public void combine(Aggregator<String, StringColumnSummary> otherSameType) { StringSummaryAggregator other = (StringSummaryAggregator) otherSameType; nullCount += other.nullCount; minStringLength = Math.min(minStringLength, other.minStringLength); maxStringLength = Math.max(maxStringLength, other.maxStringLength); if (nonNullCount == 0) { nonNullCount = other.nonNullCount; emptyCount = other.emptyCount; meanLength = other.meanLength; } else if (other.nonNullCount != 0) { long combinedCount = nonNullCount + other.nonNullCount; emptyCount += other.emptyCount; double deltaMean = other.meanLength.value() - meanLength.value(); meanLength = meanLength.add(deltaMean * other.nonNullCount / combinedCount); nonNullCount = combinedCount; } } @Override public StringColumnSummary result() { return new StringColumnSummary( nonNullCount, nullCount, emptyCount, nonNullCount == 0L ? null : minStringLength, nonNullCount == 0L ? null : maxStringLength, nonNullCount == 0L ? null : meanLength.value() ); } }