org.apache.lucene.search.suggest.document.NRTSuggesterBuilder Maven / Gradle / Ivy

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Apache Lucene (module: suggest)
There is a newer version: 10.0.0
/*
 * 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 static org.apache.lucene.search.suggest.document.NRTSuggester.encode;

import java.io.IOException;
import java.util.PriorityQueue;
import org.apache.lucene.analysis.miscellaneous.ConcatenateGraphFilter;
import org.apache.lucene.store.DataOutput;
import org.apache.lucene.store.IndexInput;
import org.apache.lucene.util.BytesRef;
import org.apache.lucene.util.BytesRefBuilder;
import org.apache.lucene.util.IntsRefBuilder;
import org.apache.lucene.util.fst.ByteSequenceOutputs;
import org.apache.lucene.util.fst.FST;
import org.apache.lucene.util.fst.FSTCompiler;
import org.apache.lucene.util.fst.PairOutputs;
import org.apache.lucene.util.fst.PositiveIntOutputs;
import org.apache.lucene.util.fst.Util;

/** Builder for {@link NRTSuggester} */
final class NRTSuggesterBuilder {

  /** Label used to separate surface form and docID in the output */
  public static final int PAYLOAD_SEP = ConcatenateGraphFilter.SEP_LABEL;

  /** Marks end of the analyzed input and start of dedup byte. */
  public static final int END_BYTE = 0x0;

  private final PairOutputs outputs;
  private final FSTCompiler> fstCompiler;
  private final IntsRefBuilder scratchInts = new IntsRefBuilder();
  private final BytesRefBuilder analyzed = new BytesRefBuilder();
  private final PriorityQueue entries;
  private final int payloadSep;
  private final int endByte;

  private int maxAnalyzedPathsPerOutput = 0;

  /** Create a builder for {@link NRTSuggester} */
  public NRTSuggesterBuilder() throws IOException {
    this.payloadSep = PAYLOAD_SEP;
    this.endByte = END_BYTE;
    this.outputs =
        new PairOutputs<>(PositiveIntOutputs.getSingleton(), ByteSequenceOutputs.getSingleton());
    this.entries = new PriorityQueue<>();
    this.fstCompiler = new FSTCompiler.Builder<>(FST.INPUT_TYPE.BYTE1, outputs).build();
  }

  /** 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);
      fstCompiler.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(IndexInput,
   * CompletionPostingsFormat.FSTLoadMode)})}
   */
  public boolean store(DataOutput output) throws IOException {
    final FST> fst =
        FST.fromFSTReader(fstCompiler.compile(), fstCompiler.getFSTReader());
    if (fst == null) {
      return false;
    }
    fst.save(output, 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
   *
   * TODO: is there a better way to make the fst built to be more TopNSearcher friendly?
   */
  private static int maxNumArcsForDedupByte(int currentNumDedupBytes) {
    long maxArcs = 2 * (long) currentNumDedupBytes + 1;
    // return immediately when maxArcs is greater than 255 to prevent integer overflow
    if (maxArcs >= 255) {
      return 255;
    }
    if (currentNumDedupBytes > 5) {
      maxArcs *= currentNumDedupBytes;
    }
    return (int) Math.min(maxArcs, 255);
  }

  private static final class Entry implements Comparable {
    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);
    }
  }
}