/* * 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.kylin.source.hive.cardinality; import java.io.IOException; import java.nio.ByteBuffer; import java.util.ArrayList; import java.util.Collections; import java.util.HashMap; import java.util.Iterator; import java.util.List; import java.util.Map; import org.apache.hadoop.io.BytesWritable; import org.apache.hadoop.io.IntWritable; import org.apache.hadoop.io.LongWritable; import org.apache.kylin.engine.mr.KylinReducer; import org.apache.kylin.measure.BufferedMeasureCodec; import org.apache.kylin.measure.hllc.HLLCounter; /** * @author Jack * */ public class ColumnCardinalityReducer extends KylinReducer<IntWritable, BytesWritable, IntWritable, LongWritable> { public static final int ONE = 1; private Map<Integer, HLLCounter> hllcMap = new HashMap<Integer, HLLCounter>(); @Override protected void setup(Context context) throws IOException { super.bindCurrentConfiguration(context.getConfiguration()); } @Override public void doReduce(IntWritable key, Iterable<BytesWritable> values, Context context) throws IOException, InterruptedException { int skey = key.get(); for (BytesWritable v : values) { ByteBuffer buffer = ByteBuffer.wrap(v.getBytes()); HLLCounter hll = new HLLCounter(); hll.readRegisters(buffer); getHllc(skey).merge(hll); hll.clear(); } } private HLLCounter getHllc(Integer key) { if (!hllcMap.containsKey(key)) { hllcMap.put(key, new HLLCounter()); } return hllcMap.get(key); } @Override protected void doCleanup(Context context) throws IOException, InterruptedException { List<Integer> keys = new ArrayList<Integer>(); Iterator<Integer> it = hllcMap.keySet().iterator(); while (it.hasNext()) { keys.add(it.next()); } Collections.sort(keys); it = keys.iterator(); while (it.hasNext()) { int key = it.next(); HLLCounter hllc = hllcMap.get(key); ByteBuffer buf = ByteBuffer.allocate(BufferedMeasureCodec.DEFAULT_BUFFER_SIZE); buf.clear(); hllc.writeRegisters(buf); buf.flip(); context.write(new IntWritable(key), new LongWritable(hllc.getCountEstimate())); } } }