/* * 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.lucene.search.suggest.document; import java.io.IOException; import java.util.PriorityQueue; import org.apache.lucene.store.DataOutput; import org.apache.lucene.util.BytesRef; import org.apache.lucene.util.BytesRefBuilder; import org.apache.lucene.util.IntsRefBuilder; import org.apache.lucene.util.fst.Builder; import org.apache.lucene.util.fst.ByteSequenceOutputs; import org.apache.lucene.util.fst.FST; import org.apache.lucene.util.fst.PairOutputs; import org.apache.lucene.util.fst.PositiveIntOutputs; import org.apache.lucene.util.fst.Util; import static org.apache.lucene.search.suggest.document.NRTSuggester.encode; /** * Builder for {@link NRTSuggester} * */ final class NRTSuggesterBuilder { /** * Label used to separate surface form and docID * in the output */ public static final int PAYLOAD_SEP = '\u001F'; /** * Marks end of the analyzed input and start of dedup * byte. */ public static final int END_BYTE = 0x0; private final PairOutputs<Long, BytesRef> outputs; private final Builder<PairOutputs.Pair<Long, BytesRef>> builder; private final IntsRefBuilder scratchInts = new IntsRefBuilder(); private final BytesRefBuilder analyzed = new BytesRefBuilder(); private final PriorityQueue<Entry> entries; private final int payloadSep; private final int endByte; private int maxAnalyzedPathsPerOutput = 0; /** * Create a builder for {@link NRTSuggester} */ public NRTSuggesterBuilder() { this.payloadSep = PAYLOAD_SEP; this.endByte = END_BYTE; this.outputs = new PairOutputs<>(PositiveIntOutputs.getSingleton(), ByteSequenceOutputs.getSingleton()); this.entries = new PriorityQueue<>(); this.builder = new Builder<>(FST.INPUT_TYPE.BYTE1, outputs); } /** * Initializes an FST input term to add entries against */ public void startTerm(BytesRef analyzed) { this.analyzed.copyBytes(analyzed); this.analyzed.append((byte) endByte); } /** * Adds an entry for the latest input term, should be called after * {@link #startTerm(org.apache.lucene.util.BytesRef)} on the desired input */ public void addEntry(int docID, BytesRef surfaceForm, long weight) throws IOException { BytesRef payloadRef = NRTSuggester.PayLoadProcessor.make(surfaceForm, docID, payloadSep); entries.add(new Entry(payloadRef, encode(weight))); } /** * Writes all the entries for the FST input term */ public void finishTerm() throws IOException { int numArcs = 0; int numDedupBytes = 1; analyzed.grow(analyzed.length() + 1); analyzed.setLength(analyzed.length() + 1); for (Entry entry : entries) { if (numArcs == maxNumArcsForDedupByte(numDedupBytes)) { analyzed.setByteAt(analyzed.length() - 1, (byte) (numArcs)); analyzed.grow(analyzed.length() + 1); analyzed.setLength(analyzed.length() + 1); numArcs = 0; numDedupBytes++; } analyzed.setByteAt(analyzed.length() - 1, (byte) numArcs++); Util.toIntsRef(analyzed.get(), scratchInts); builder.add(scratchInts.get(), outputs.newPair(entry.weight, entry.payload)); } maxAnalyzedPathsPerOutput = Math.max(maxAnalyzedPathsPerOutput, entries.size()); entries.clear(); } /** * Builds and stores a FST that can be loaded with * {@link NRTSuggester#load(org.apache.lucene.store.IndexInput)} */ public boolean store(DataOutput output) throws IOException { final FST<PairOutputs.Pair<Long, BytesRef>> build = builder.finish(); if (build == null) { return false; } build.save(output); /* write some more meta-info */ assert maxAnalyzedPathsPerOutput > 0; output.writeVInt(maxAnalyzedPathsPerOutput); output.writeVInt(END_BYTE); output.writeVInt(PAYLOAD_SEP); return true; } /** * Num arcs for nth dedup byte: * if n <= 5: 1 + (2 * n) * else: (1 + (2 * n)) * n * <p> * TODO: is there a better way to make the fst built to be * more TopNSearcher friendly? */ private static int maxNumArcsForDedupByte(int currentNumDedupBytes) { int maxArcs = 1 + (2 * currentNumDedupBytes); if (currentNumDedupBytes > 5) { maxArcs *= currentNumDedupBytes; } return Math.min(maxArcs, 255); } private final static class Entry implements Comparable<Entry> { final BytesRef payload; final long weight; public Entry(BytesRef payload, long weight) { this.payload = payload; this.weight = weight; } @Override public int compareTo(Entry o) { return Long.compare(weight, o.weight); } } }