/* * 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.pig.builtin; import java.io.ByteArrayInputStream; import java.io.DataInputStream; import java.io.FileInputStream; import java.io.IOException; import java.util.ArrayList; import java.util.List; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.util.bloom.BloomFilter; import org.apache.hadoop.util.bloom.Key; import org.apache.pig.FilterFunc; import org.apache.pig.data.DataByteArray; import org.apache.pig.data.DataType; import org.apache.pig.data.Tuple; import org.apache.pig.impl.logicalLayer.schema.Schema; /** * Use a Bloom filter build previously by BuildBloom. You would first * build a bloom filter in a group all job. For example: * in a group all job. For example: * define bb BuildBloom('jenkins', '100', '0.1'); * A = load 'foo' as (x, y); * B = group A all; * C = foreach B generate bb(A.x); * store C into 'mybloom'; * The bloom filter can be on multiple keys by passing more than one field * (or the entire bag) to BuildBloom. * The resulting file can then be used in a Bloom filter as: * define bloom Bloom(mybloom); * A = load 'foo' as (x, y); * B = load 'bar' as (z); * C = filter B by bloom(z); * D = join C by z, A by x; * It uses {@link org.apache.hadoop.util.bloom.BloomFilter}. */ public class Bloom extends FilterFunc { private String bloomFile; public BloomFilter filter = null; /** * @param filename file containing the serialized Bloom filter */ public Bloom(String filename) { bloomFile = filename; } @Override public Boolean exec(Tuple input) throws IOException { if (filter == null) { init(); } byte[] b; if (input.size() == 1) b = DataType.toBytes(input.get(0)); else b = DataType.toBytes(input, DataType.TUPLE); Key k = new Key(b); return filter.membershipTest(k); } @Override public List<String> getCacheFiles() { List<String> list = new ArrayList<String>(1); // We were passed the name of the file on HDFS. Append a // name for the file on the task node. try { list.add(bloomFile + "#" + getFilenameFromPath(bloomFile)); } catch (IOException e) { throw new RuntimeException(e); } return list; } private void init() throws IOException { filter = new BloomFilter(); String dcFile = "./" + getFilenameFromPath(bloomFile) + "/part-r-00000"; filter.readFields(new DataInputStream(new FileInputStream(dcFile))); } /** * For testing only, do not use directly. */ public void setFilter(DataByteArray dba) throws IOException { DataInputStream dis = new DataInputStream(new ByteArrayInputStream(dba.get())); filter = new BloomFilter(); filter.readFields(dis); } private String getFilenameFromPath(String p) throws IOException { return p.replace("/", "_"); } }