Package org.apache.lucene.index.memory

Source Code of org.apache.lucene.index.memory.CustomMemoryIndex$VM

package org.apache.lucene.index.memory;

/**
* 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.
*/

/**
* 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.
*/

import org.apache.lucene.analysis.Analyzer;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;
import org.apache.lucene.analysis.tokenattributes.OffsetAttribute;
import org.apache.lucene.analysis.tokenattributes.PositionIncrementAttribute;
import org.apache.lucene.document.Document;
import org.apache.lucene.document.FieldSelector;
import org.apache.lucene.index.*;
import org.apache.lucene.search.*;
import org.apache.lucene.store.RAMDirectory;
import org.apache.lucene.util.ArrayUtil;
import org.apache.lucene.util.Constants;

import java.io.IOException;
import java.io.Serializable;
import java.io.StringReader;
import java.util.*;

/**
* High-performance single-document main memory Apache Lucene fulltext search index.
*
* <h4>Overview</h4>
*
* This class is a replacement/substitute for a large subset of
* {@link RAMDirectory} functionality. It is designed to
* enable maximum efficiency for on-the-fly matchmaking combining structured and
* fuzzy fulltext search in realtime streaming applications such as Nux XQuery based XML
* message queues, publish-subscribe systems for Blogs/newsfeeds, text chat, data acquisition and
* distribution systems, application level routers, firewalls, classifiers, etc.
* Rather than targeting fulltext search of infrequent queries over huge persistent
* data archives (historic search), this class targets fulltext search of huge
* numbers of queries over comparatively small transient realtime data (prospective
* search).
* For example as in
* <pre>
* float score = search(String text, Query query)
* </pre>
* <p>
* Each instance can hold at most one Lucene "document", with a document containing
* zero or more "fields", each field having a name and a fulltext value. The
* fulltext value is tokenized (split and transformed) into zero or more index terms
* (aka words) on <code>addField()</code>, according to the policy implemented by an
* Analyzer. For example, Lucene analyzers can split on whitespace, normalize to lower case
* for case insensitivity, ignore common terms with little discriminatory value such as "he", "in", "and" (stop
* words), reduce the terms to their natural linguistic root form such as "fishing"
* being reduced to "fish" (stemming), resolve synonyms/inflexions/thesauri
* (upon indexing and/or querying), etc. For details, see
* <a target="_blank" href="http://today.java.net/pub/a/today/2003/07/30/LuceneIntro.html">Lucene Analyzer Intro</a>.
* <p>
* Arbitrary Lucene queries can be run against this class - see <a target="_blank"
* href="../../../../../../../queryparsersyntax.html">Lucene Query Syntax</a>
* as well as <a target="_blank"
* href="http://today.java.net/pub/a/today/2003/11/07/QueryParserRules.html">Query Parser Rules</a>.
* Note that a Lucene query selects on the field names and associated (indexed)
* tokenized terms, not on the original fulltext(s) - the latter are not stored
* but rather thrown away immediately after tokenization.
* <p>
* For some interesting background information on search technology, see Bob Wyman's
* <a target="_blank"
* href="http://bobwyman.pubsub.com/main/2005/05/mary_hodder_poi.html">Prospective Search</a>,
* Jim Gray's
* <a target="_blank" href="http://www.acmqueue.org/modules.php?name=Content&pa=showpage&pid=293&page=4">
* A Call to Arms - Custom subscriptions</a>, and Tim Bray's
* <a target="_blank"
* href="http://www.tbray.org/ongoing/When/200x/2003/07/30/OnSearchTOC">On Search, the Series</a>.
*
*
* <h4>Example Usage</h4>
*
* <pre>
* Analyzer analyzer = PatternAnalyzer.DEFAULT_ANALYZER;
* //Analyzer analyzer = new SimpleAnalyzer();
* MemoryIndex index = new MemoryIndex();
* index.addField("content", "Readings about Salmons and other select Alaska fishing Manuals", analyzer);
* index.addField("author", "Tales of James", analyzer);
* QueryParser parser = new QueryParser("content", analyzer);
* float score = index.search(parser.parse("+author:james +salmon~ +fish* manual~"));
* if (score &gt; 0.0f) {
*     System.out.println("it's a match");
* } else {
*     System.out.println("no match found");
* }
* System.out.println("indexData=" + index.toString());
* </pre>
*
*
* <h4>Example XQuery Usage</h4>
*
* <pre>
* (: An XQuery that finds all books authored by James that have something to do with "salmon fishing manuals", sorted by relevance :)
* declare namespace lucene = "java:nux.xom.pool.FullTextUtil";
* declare variable $query := "+salmon~ +fish* manual~"; (: any arbitrary Lucene query can go here :)
*
* for $book in /books/book[author="James" and lucene:match(abstract, $query) > 0.0]
* let $score := lucene:match($book/abstract, $query)
* order by $score descending
* return $book
* </pre>
*
*
* <h4>No thread safety guarantees</h4>
*
* An instance can be queried multiple times with the same or different queries,
* but an instance is not thread-safe. If desired use idioms such as:
* <pre>
* MemoryIndex index = ...
* synchronized (index) {
*    // read and/or write index (i.e. add fields and/or query)
* }
* </pre>
*
*
* <h4>Performance Notes</h4>
*
* Internally there's a new data structure geared towards efficient indexing
* and searching, plus the necessary support code to seamlessly plug into the Lucene
* framework.
* <p>
* This class performs very well for very small texts (e.g. 10 chars)
* as well as for large texts (e.g. 10 MB) and everything in between.
* Typically, it is about 10-100 times faster than <code>RAMDirectory</code>.
* Note that <code>RAMDirectory</code> has particularly
* large efficiency overheads for small to medium sized texts, both in time and space.
* Indexing a field with N tokens takes O(N) in the best case, and O(N logN) in the worst
* case. Memory consumption is probably larger than for <code>RAMDirectory</code>.
* <p>
* Example throughput of many simple term queries over a single MemoryIndex:
* ~500000 queries/sec on a MacBook Pro, jdk 1.5.0_06, server VM.
* As always, your mileage may vary.
* <p>
* If you're curious about
* the whereabouts of bottlenecks, run java 1.5 with the non-perturbing '-server
* -agentlib:hprof=cpu=samples,depth=10' flags, then study the trace log and
* correlate its hotspot trailer with its call stack headers (see <a
* target="_blank"
* href="http://java.sun.com/developer/technicalArticles/Programming/HPROF.html">
* hprof tracing </a>).
*/
// LUCENE MONITOR - Support adding same field several times
//    -- Added pos to Info
//    -- Use current info of existing field
public class CustomMemoryIndex implements Serializable {

    /**
     * info for each field: Map<String fieldName, Info field>
     */
    private final HashMap<String, Info> fields = new HashMap<String, Info>();

    /**
     * fields sorted ascending by fieldName; lazily computed on demand
     */
    private transient Map.Entry<String, Info>[] sortedFields;

    /**
     * pos: positions[3*i], startOffset: positions[3*i +1], endOffset: positions[3*i +2]
     */
    private final int stride;

    /**
     * Could be made configurable; See {@link Document#setBoost(float)}
     */
    private static final float docBoost = 1.0f;

    private static final long serialVersionUID = 2782195016849084649L;

    private static final boolean DEBUG = false;

    /**
     * Sorts term entries into ascending order; also works for
     * Arrays.binarySearch() and Arrays.sort()
     */
    private static final Comparator<Object> termComparator = new Comparator<Object>() {
        @SuppressWarnings("unchecked")
        public int compare(Object o1, Object o2) {
            if (o1 instanceof Map.Entry<?, ?>) o1 = ((Map.Entry<?, ?>) o1).getKey();
            if (o2 instanceof Map.Entry<?, ?>) o2 = ((Map.Entry<?, ?>) o2).getKey();
            if (o1 == o2) return 0;
            return ((String) o1).compareTo((String) o2);
        }
    };

    /**
     * Constructs an empty instance.
     */
    public CustomMemoryIndex() {
        this(false);
    }

    /**
     * Constructs an empty instance that can optionally store the start and end
     * character offset of each token term in the text. This can be useful for
     * highlighting of hit locations with the Lucene highlighter package.
     * Private until the highlighter package matures, so that this can actually
     * be meaningfully integrated.
     *
     * @param storeOffsets whether or not to store the start and end character offset of
     *                     each token term in the text
     */
    private CustomMemoryIndex(boolean storeOffsets) {
        this.stride = storeOffsets ? 3 : 1;
    }

    /**
     * Convenience method; Tokenizes the given field text and adds the resulting
     * terms to the index; Equivalent to adding an indexed non-keyword Lucene
     * {@link org.apache.lucene.document.Field} that is
     * {@link org.apache.lucene.document.Field.Index#ANALYZED tokenized},
     * {@link org.apache.lucene.document.Field.Store#NO not stored},
     * {@link org.apache.lucene.document.Field.TermVector#WITH_POSITIONS termVectorStored with positions} (or
     * {@link org.apache.lucene.document.Field.TermVector#WITH_POSITIONS termVectorStored with positions and offsets}),
     *
     * @param fieldName a name to be associated with the text
     * @param text      the text to tokenize and index.
     * @param analyzer  the analyzer to use for tokenization
     */
    public void addField(String fieldName, String text, Analyzer analyzer) {
        if (fieldName == null)
            throw new IllegalArgumentException("fieldName must not be null");
        if (text == null)
            throw new IllegalArgumentException("text must not be null");
        if (analyzer == null)
            throw new IllegalArgumentException("analyzer must not be null");

        TokenStream stream = analyzer.tokenStream(fieldName,
                new StringReader(text));

        addField(fieldName, stream);
    }

    /**
     * Convenience method; Creates and returns a token stream that generates a
     * token for each keyword in the given collection, "as is", without any
     * transforming text analysis. The resulting token stream can be fed into
     * {@link #addField(String, TokenStream)}, perhaps wrapped into another
     * {@link org.apache.lucene.analysis.TokenFilter}, as desired.
     *
     * @param keywords the keywords to generate tokens for
     * @return the corresponding token stream
     */
    public <T> TokenStream keywordTokenStream(final Collection<T> keywords) {
        // TODO: deprecate & move this method into AnalyzerUtil?
        if (keywords == null)
            throw new IllegalArgumentException("keywords must not be null");

        return new TokenStream() {
            private Iterator<T> iter = keywords.iterator();
            private int start = 0;
            private final CharTermAttribute termAtt = addAttribute(CharTermAttribute.class);
            private final OffsetAttribute offsetAtt = addAttribute(OffsetAttribute.class);

            @Override
            public boolean incrementToken() {
                if (!iter.hasNext()) return false;

                T obj = iter.next();
                if (obj == null)
                    throw new IllegalArgumentException("keyword must not be null");

                String term = obj.toString();
                clearAttributes();
                termAtt.setEmpty().append(term);
                offsetAtt.setOffset(start, start + termAtt.length());
                start += term.length() + 1; // separate words by 1 (blank) character
                return true;
            }
        };
    }

    /**
     * Equivalent to <code>addField(fieldName, stream, 1.0f)</code>.
     *
     * @param fieldName a name to be associated with the text
     * @param stream    the token stream to retrieve tokens from
     */
    public void addField(String fieldName, TokenStream stream) {
        addField(fieldName, stream, 1.0f);
    }

    /**
     * Iterates over the given token stream and adds the resulting terms to the index;
     * Equivalent to adding a tokenized, indexed, termVectorStored, unstored,
     * Lucene {@link org.apache.lucene.document.Field}.
     * Finally closes the token stream. Note that untokenized keywords can be added with this method via
     * {@link #keywordTokenStream(Collection)}, the Lucene contrib <code>KeywordTokenizer</code> or similar utilities.
     *
     * @param fieldName a name to be associated with the text
     * @param stream    the token stream to retrieve tokens from.
     * @param boost     the boost factor for hits for this field
     * @see org.apache.lucene.document.Field#setBoost(float)
     */
    public void addField(String fieldName, TokenStream stream, float boost) {
        try {
            if (fieldName == null)
                throw new IllegalArgumentException("fieldName must not be null");
            if (stream == null)
                throw new IllegalArgumentException("token stream must not be null");
            if (boost <= 0.0f)
                throw new IllegalArgumentException("boost factor must be greater than 0.0");

            HashMap<String, ArrayIntList> terms = new HashMap<String, ArrayIntList>();
            int numTokens = 0;
            int numOverlapTokens = 0;
            int pos = -1;

            // CHANGE
            if (fields.get(fieldName) != null) {
                Info info = fields.get(fieldName);
                terms = info.terms;
                numTokens = info.numTokens;
                numOverlapTokens = info.numOverlapTokens;
                pos = info.pos;
            } else {
                terms = new HashMap<String, ArrayIntList>();
            }

            CharTermAttribute termAtt = stream.addAttribute(CharTermAttribute.class);
            PositionIncrementAttribute posIncrAttribute = stream.addAttribute(PositionIncrementAttribute.class);
            OffsetAttribute offsetAtt = stream.addAttribute(OffsetAttribute.class);
            stream.reset();
            while (stream.incrementToken()) {
                String term = termAtt.toString();
                if (term.length() == 0) continue; // nothing to do
//        if (DEBUG) System.err.println("token='" + term + "'");
                numTokens++;
                final int posIncr = posIncrAttribute.getPositionIncrement();
                if (posIncr == 0)
                    numOverlapTokens++;
                pos += posIncr;

                ArrayIntList positions = terms.get(term);
                if (positions == null) { // term not seen before
                    positions = new ArrayIntList(stride);
                    terms.put(term, positions);
                }
                if (stride == 1) {
                    positions.add(pos);
                } else {
                    positions.add(pos, offsetAtt.startOffset(), offsetAtt.endOffset());
                }
            }
            stream.end();

            // ensure infos.numTokens > 0 invariant; needed for correct operation of terms()
            if (numTokens > 0) {
                boost = boost * docBoost; // see DocumentWriter.addDocument(...)
                fields.put(fieldName, new Info(terms, numTokens, numOverlapTokens, boost, pos));
                sortedFields = null;    // invalidate sorted view, if any
            }
        } catch (IOException e) { // can never happen
            throw new RuntimeException(e);
        } finally {
            try {
                if (stream != null) stream.close();
            } catch (IOException e2) {
                throw new RuntimeException(e2);
            }
        }
    }

    /**
     * Creates and returns a searcher that can be used to execute arbitrary
     * Lucene queries and to collect the resulting query results as hits.
     *
     * @return a searcher
     */
    public IndexSearcher createSearcher() {
        MemoryIndexReader reader = new MemoryIndexReader();
        IndexSearcher searcher = new IndexSearcher(reader); // ensures no auto-close !!
        reader.setSearcher(searcher); // to later get hold of searcher.getSimilarity()
        return searcher;
    }

    /**
     * Convenience method that efficiently returns the relevance score by
     * matching this index against the given Lucene query expression.
     *
     * @param query an arbitrary Lucene query to run against this index
     * @return the relevance score of the matchmaking; A number in the range
     *         [0.0 .. 1.0], with 0.0 indicating no match. The higher the number
     *         the better the match.
     */
    public float search(Query query) {
        if (query == null)
            throw new IllegalArgumentException("query must not be null");

        Searcher searcher = createSearcher();
        try {
            final float[] scores = new float[1]; // inits to 0.0f (no match)
            searcher.search(query, new Collector() {
                private Scorer scorer;

                @Override
                public void collect(int doc) throws IOException {
                    scores[0] = scorer.score();
                }

                @Override
                public void setScorer(Scorer scorer) throws IOException {
                    this.scorer = scorer;
                }

                @Override
                public boolean acceptsDocsOutOfOrder() {
                    return true;
                }

                @Override
                public void setNextReader(IndexReader reader, int docBase) {
                }
            });
            float score = scores[0];
            return score;
        } catch (IOException e) { // can never happen (RAMDirectory)
            throw new RuntimeException(e);
        } finally {
            // searcher.close();
            /*
            * Note that it is harmless and important for good performance to
            * NOT close the index reader!!! This avoids all sorts of
            * unnecessary baggage and locking in the Lucene IndexReader
            * superclass, all of which is completely unnecessary for this main
            * memory index data structure without thread-safety claims.
            *
            * Wishing IndexReader would be an interface...
            *
            * Actually with the new tight createSearcher() API auto-closing is now
            * made impossible, hence searcher.close() would be harmless and also
            * would not degrade performance...
            */
        }
    }

    /**
     * Returns a reasonable approximation of the main memory [bytes] consumed by
     * this instance. Useful for smart memory sensititive caches/pools. Assumes
     * fieldNames are interned, whereas tokenized terms are memory-overlaid.
     *
     * @return the main memory consumption
     */
    public int getMemorySize() {
        // for example usage in a smart cache see nux.xom.pool.Pool
        int PTR = VM.PTR;
        int INT = VM.INT;
        int size = 0;
        size += VM.sizeOfObject(2 * PTR + INT); // memory index
        if (sortedFields != null) size += VM.sizeOfObjectArray(sortedFields.length);

        size += VM.sizeOfHashMap(fields.size());
        for (Map.Entry<String, Info> entry : fields.entrySet()) { // for each Field Info
            Info info = entry.getValue();
            size += VM.sizeOfObject(2 * INT + 3 * PTR); // Info instance vars
            if (info.sortedTerms != null) size += VM.sizeOfObjectArray(info.sortedTerms.length);

            int len = info.terms.size();
            size += VM.sizeOfHashMap(len);
            Iterator<Map.Entry<String, ArrayIntList>> iter2 = info.terms.entrySet().iterator();
            while (--len >= 0) { // for each term
                Map.Entry<String, ArrayIntList> e = iter2.next();
                size += VM.sizeOfObject(PTR + 3 * INT); // assumes substring() memory overlay
//        size += STR + 2 * ((String) e.getKey()).length();
                ArrayIntList positions = e.getValue();
                size += VM.sizeOfArrayIntList(positions.size());
            }
        }
        return size;
    }

    private int numPositions(ArrayIntList positions) {
        return positions.size() / stride;
    }

    /**
     * sorts into ascending order (on demand), reusing memory along the way
     */
    private void sortFields() {
        if (sortedFields == null) sortedFields = sort(fields);
    }

    /**
     * returns a view of the given map's entries, sorted ascending by key
     */
    private static <K, V> Map.Entry<K, V>[] sort(HashMap<K, V> map) {
        int size = map.size();
        @SuppressWarnings("unchecked")
        Map.Entry<K, V>[] entries = new Map.Entry[size];

        Iterator<Map.Entry<K, V>> iter = map.entrySet().iterator();
        for (int i = 0; i < size; i++) {
            entries[i] = iter.next();
        }

        if (size > 1) ArrayUtil.quickSort(entries, termComparator);
        return entries;
    }

    /**
     * Returns a String representation of the index data for debugging purposes.
     *
     * @return the string representation
     */
    @Override
    public String toString() {
        StringBuilder result = new StringBuilder(256);
        sortFields();
        int sumChars = 0;
        int sumPositions = 0;
        int sumTerms = 0;

        for (int i = 0; i < sortedFields.length; i++) {
            Map.Entry<String, Info> entry = sortedFields[i];
            String fieldName = entry.getKey();
            Info info = entry.getValue();
            info.sortTerms();
            result.append(fieldName + ":\n");

            int numChars = 0;
            int numPositions = 0;
            for (int j = 0; j < info.sortedTerms.length; j++) {
                Map.Entry<String, ArrayIntList> e = info.sortedTerms[j];
                String term = e.getKey();
                ArrayIntList positions = e.getValue();
                result.append("\t'" + term + "':" + numPositions(positions) + ":");
                result.append(positions.toString(stride)); // ignore offsets
                result.append("\n");
                numPositions += numPositions(positions);
                numChars += term.length();
            }

            result.append("\tterms=" + info.sortedTerms.length);
            result.append(", positions=" + numPositions);
            result.append(", Kchars=" + (numChars / 1000.0f));
            result.append("\n");
            sumPositions += numPositions;
            sumChars += numChars;
            sumTerms += info.sortedTerms.length;
        }

        result.append("\nfields=" + sortedFields.length);
        result.append(", terms=" + sumTerms);
        result.append(", positions=" + sumPositions);
        result.append(", Kchars=" + (sumChars / 1000.0f));
        return result.toString();
    }


    ///////////////////////////////////////////////////////////////////////////////
    // Nested classes:
    ///////////////////////////////////////////////////////////////////////////////

    /**
     * Index data structure for a field; Contains the tokenized term texts and
     * their positions.
     */
    private static final class Info implements Serializable {

        /**
         * Term strings and their positions for this field: Map <String
         * termText, ArrayIntList positions>
         */
        private final HashMap<String, ArrayIntList> terms;

        /**
         * Terms sorted ascending by term text; computed on demand
         */
        private transient Map.Entry<String, ArrayIntList>[] sortedTerms;

        /**
         * Number of added tokens for this field
         */
        private final int numTokens;

        /**
         * Number of overlapping tokens for this field
         */
        private final int numOverlapTokens;

        /**
         * Boost factor for hits for this field
         */
        private final float boost;

        private final int pos;

        /**
         * Term for this field's fieldName, lazily computed on demand
         */
        public transient Term template;

        private static final long serialVersionUID = 2882195016849084649L;

        public Info(HashMap<String, ArrayIntList> terms, int numTokens, int numOverlapTokens, float boost, int pos) {
            this.terms = terms;
            this.numTokens = numTokens;
            this.numOverlapTokens = numOverlapTokens;
            this.boost = boost;
            this.pos = pos;
        }

        /**
         * Sorts hashed terms into ascending order, reusing memory along the
         * way. Note that sorting is lazily delayed until required (often it's
         * not required at all). If a sorted view is required then hashing +
         * sort + binary search is still faster and smaller than TreeMap usage
         * (which would be an alternative and somewhat more elegant approach,
         * apart from more sophisticated Tries / prefix trees).
         */
        public void sortTerms() {
            if (sortedTerms == null) sortedTerms = sort(terms);
        }

        /**
         * note that the frequency can be calculated as numPosition(getPositions(x))
         */
        public ArrayIntList getPositions(String term) {
            return terms.get(term);
        }

        /**
         * note that the frequency can be calculated as numPosition(getPositions(x))
         */
        public ArrayIntList getPositions(int pos) {
            return sortedTerms[pos].getValue();
        }

        public float getBoost() {
            return boost;
        }

    }


    ///////////////////////////////////////////////////////////////////////////////
    // Nested classes:
    ///////////////////////////////////////////////////////////////////////////////

    /**
     * Efficient resizable auto-expanding list holding <code>int</code> elements;
     * implemented with arrays.
     */
    private static final class ArrayIntList implements Serializable {

        private int[] elements;
        private int size = 0;

        private static final long serialVersionUID = 2282195016849084649L;

        public ArrayIntList() {
            this(10);
        }

        public ArrayIntList(int initialCapacity) {
            elements = new int[initialCapacity];
        }

        public void add(int elem) {
            if (size == elements.length) ensureCapacity(size + 1);
            elements[size++] = elem;
        }

        public void add(int pos, int start, int end) {
            if (size + 3 > elements.length) ensureCapacity(size + 3);
            elements[size] = pos;
            elements[size + 1] = start;
            elements[size + 2] = end;
            size += 3;
        }

        public int get(int index) {
            if (index >= size) throwIndex(index);
            return elements[index];
        }

        public int size() {
            return size;
        }

        public int[] toArray(int stride) {
            int[] arr = new int[size() / stride];
            if (stride == 1) {
                System.arraycopy(elements, 0, arr, 0, size); // fast path
            } else {
                for (int i = 0, j = 0; j < size; i++, j += stride) arr[i] = elements[j];
            }
            return arr;
        }

        private void ensureCapacity(int minCapacity) {
            int newCapacity = Math.max(minCapacity, (elements.length * 3) / 2 + 1);
            int[] newElements = new int[newCapacity];
            System.arraycopy(elements, 0, newElements, 0, size);
            elements = newElements;
        }

        private void throwIndex(int index) {
            throw new IndexOutOfBoundsException("index: " + index
                    + ", size: " + size);
        }

        /**
         * returns the first few positions (without offsets); debug only
         */
        public String toString(int stride) {
            int s = size() / stride;
            int len = Math.min(10, s); // avoid printing huge lists
            StringBuilder buf = new StringBuilder(4 * len);
            buf.append("[");
            for (int i = 0; i < len; i++) {
                buf.append(get(i * stride));
                if (i < len - 1) buf.append(", ");
            }
            if (len != s) buf.append(", ..."); // and some more...
            buf.append("]");
            return buf.toString();
        }
    }


    ///////////////////////////////////////////////////////////////////////////////
    // Nested classes:
    ///////////////////////////////////////////////////////////////////////////////
    private static final Term MATCH_ALL_TERM = new Term("");

    /**
     * Search support for Lucene framework integration; implements all methods
     * required by the Lucene IndexReader contracts.
     */
    private final class MemoryIndexReader extends IndexReader {

        private Searcher searcher; // needed to find searcher.getSimilarity()

        private MemoryIndexReader() {
            super(); // avoid as much superclass baggage as possible
            readerFinishedListeners = Collections.synchronizedSet(new HashSet<ReaderFinishedListener>());
        }

        private Info getInfo(String fieldName) {
            return fields.get(fieldName);
        }

        private Info getInfo(int pos) {
            return sortedFields[pos].getValue();
        }

        @Override
        public int docFreq(Term term) {
            Info info = getInfo(term.field());
            int freq = 0;
            if (info != null) freq = info.getPositions(term.text()) != null ? 1 : 0;
            if (DEBUG) System.err.println("MemoryIndexReader.docFreq: " + term + ", freq:" + freq);
            return freq;
        }

        @Override
        public TermEnum terms() {
            if (DEBUG) System.err.println("MemoryIndexReader.terms()");
            return terms(MATCH_ALL_TERM);
        }

        @Override
        public TermEnum terms(Term term) {
            if (DEBUG) System.err.println("MemoryIndexReader.terms: " + term);

            int i; // index into info.sortedTerms
            int j; // index into sortedFields

            sortFields();
            if (sortedFields.length == 1 && sortedFields[0].getKey() == term.field()) {
                j = 0; // fast path
            } else {
                j = Arrays.binarySearch(sortedFields, term.field(), termComparator);
            }

            if (j < 0) { // not found; choose successor
                j = -j - 1;
                i = 0;
                if (j < sortedFields.length) getInfo(j).sortTerms();
            } else { // found
                Info info = getInfo(j);
                info.sortTerms();
                i = Arrays.binarySearch(info.sortedTerms, term.text(), termComparator);
                if (i < 0) { // not found; choose successor
                    i = -i - 1;
                    if (i >= info.sortedTerms.length) { // move to next successor
                        j++;
                        i = 0;
                        if (j < sortedFields.length) getInfo(j).sortTerms();
                    }
                }
            }
            final int ix = i;
            final int jx = j;

            return new TermEnum() {

                private int srtTermsIdx = ix; // index into info.sortedTerms
                private int srtFldsIdx = jx; // index into sortedFields

                @Override
                public boolean next() {
                    if (DEBUG) System.err.println("TermEnum.next");
                    if (srtFldsIdx >= sortedFields.length) return false;
                    Info info = getInfo(srtFldsIdx);
                    if (++srtTermsIdx < info.sortedTerms.length) return true;

                    // move to successor
                    srtFldsIdx++;
                    srtTermsIdx = 0;
                    if (srtFldsIdx >= sortedFields.length) return false;
                    getInfo(srtFldsIdx).sortTerms();
                    return true;
                }

                @Override
                public Term term() {
                    if (DEBUG) System.err.println("TermEnum.term: " + srtTermsIdx);
                    if (srtFldsIdx >= sortedFields.length) return null;
                    Info info = getInfo(srtFldsIdx);
                    if (srtTermsIdx >= info.sortedTerms.length) return null;
//          if (DEBUG) System.err.println("TermEnum.term: " + i + ", " + info.sortedTerms[i].getKey());
                    return createTerm(info, srtFldsIdx, info.sortedTerms[srtTermsIdx].getKey());
                }

                @Override
                public int docFreq() {
                    if (DEBUG) System.err.println("TermEnum.docFreq");
                    if (srtFldsIdx >= sortedFields.length) return 0;
                    Info info = getInfo(srtFldsIdx);
                    if (srtTermsIdx >= info.sortedTerms.length) return 0;
                    return numPositions(info.getPositions(srtTermsIdx));
                }

                @Override
                public void close() {
                    if (DEBUG) System.err.println("TermEnum.close");
                }

                /** Returns a new Term object, minimizing String.intern() overheads. */
                private Term createTerm(Info info, int pos, String text) {
                    // Assertion: sortFields has already been called before
                    Term template = info.template;
                    if (template == null) { // not yet cached?
                        String fieldName = sortedFields[pos].getKey();
                        template = new Term(fieldName);
                        info.template = template;
                    }

                    return template.createTerm(text);
                }

            };
        }

        @Override
        public TermPositions termPositions() {
            if (DEBUG) System.err.println("MemoryIndexReader.termPositions");

            return new TermPositions() {

                private boolean hasNext;
                private int cursor = 0;
                private ArrayIntList current;
                private Term term;

                public void seek(Term term) {
                    this.term = term;
                    if (DEBUG) System.err.println(".seek: " + term);
                    if (term == null) {
                        hasNext = true// term==null means match all docs
                    } else {
                        Info info = getInfo(term.field());
                        current = info == null ? null : info.getPositions(term.text());
                        hasNext = (current != null);
                        cursor = 0;
                    }
                }

                public void seek(TermEnum termEnum) {
                    if (DEBUG) System.err.println(".seekEnum");
                    seek(termEnum.term());
                }

                public int doc() {
                    if (DEBUG) System.err.println(".doc");
                    return 0;
                }

                public int freq() {
                    int freq = current != null ? numPositions(current) : (term == null ? 1 : 0);
                    if (DEBUG) System.err.println(".freq: " + freq);
                    return freq;
                }

                public boolean next() {
                    if (DEBUG) System.err.println(".next: " + current + ", oldHasNext=" + hasNext);
                    boolean next = hasNext;
                    hasNext = false;
                    return next;
                }

                public int read(int[] docs, int[] freqs) {
                    if (DEBUG) System.err.println(".read: " + docs.length);
                    if (!hasNext) return 0;
                    hasNext = false;
                    docs[0] = 0;
                    freqs[0] = freq();
                    return 1;
                }

                public boolean skipTo(int target) {
                    if (DEBUG) System.err.println(".skipTo: " + target);
                    return next();
                }

                public void close() {
                    if (DEBUG) System.err.println(".close");
                }

                public int nextPosition() { // implements TermPositions
                    int pos = current.get(cursor);
                    cursor += stride;
                    if (DEBUG) System.err.println(".nextPosition: " + pos);
                    return pos;
                }

                /**
                 * Not implemented.
                 * @throws UnsupportedOperationException
                 */
                public int getPayloadLength() {
                    throw new UnsupportedOperationException();
                }

                /**
                 * Not implemented.
                 * @throws UnsupportedOperationException
                 */
                public byte[] getPayload(byte[] data, int offset) throws IOException {
                    throw new UnsupportedOperationException();
                }

                public boolean isPayloadAvailable() {
                    // unsuported
                    return false;
                }

            };
        }

        @Override
        public TermDocs termDocs() {
            if (DEBUG) System.err.println("MemoryIndexReader.termDocs");
            return termPositions();
        }

        @Override
        public TermFreqVector[] getTermFreqVectors(int docNumber) {
            if (DEBUG) System.err.println("MemoryIndexReader.getTermFreqVectors");
            TermFreqVector[] vectors = new TermFreqVector[fields.size()];
//      if (vectors.length == 0) return null;
            Iterator<String> iter = fields.keySet().iterator();
            for (int i = 0; i < vectors.length; i++) {
                vectors[i] = getTermFreqVector(docNumber, iter.next());
            }
            return vectors;
        }

        @Override
        public void getTermFreqVector(int docNumber, TermVectorMapper mapper) throws IOException {
            if (DEBUG) System.err.println("MemoryIndexReader.getTermFreqVectors");

            //      if (vectors.length == 0) return null;
            for (final String fieldName : fields.keySet()) {
                getTermFreqVector(docNumber, fieldName, mapper);
            }
        }

        @Override
        public void getTermFreqVector(int docNumber, String field, TermVectorMapper mapper) throws IOException {
            if (DEBUG) System.err.println("MemoryIndexReader.getTermFreqVector");
            final Info info = getInfo(field);
            if (info == null) {
                return;
            }
            info.sortTerms();
            mapper.setExpectations(field, info.sortedTerms.length, stride != 1, true);
            for (int i = info.sortedTerms.length; --i >= 0;) {

                ArrayIntList positions = info.sortedTerms[i].getValue();
                int size = positions.size();
                org.apache.lucene.index.TermVectorOffsetInfo[] offsets =
                        new org.apache.lucene.index.TermVectorOffsetInfo[size / stride];

                for (int k = 0, j = 1; j < size; k++, j += stride) {
                    int start = positions.get(j);
                    int end = positions.get(j + 1);
                    offsets[k] = new org.apache.lucene.index.TermVectorOffsetInfo(start, end);
                }
                mapper.map(info.sortedTerms[i].getKey(),
                        numPositions(info.sortedTerms[i].getValue()),
                        offsets, (info.sortedTerms[i].getValue()).toArray(stride));
            }
        }

        @Override
        public TermFreqVector getTermFreqVector(int docNumber, final String fieldName) {
            if (DEBUG) System.err.println("MemoryIndexReader.getTermFreqVector");
            final Info info = getInfo(fieldName);
            if (info == null) return null; // TODO: or return empty vector impl???
            info.sortTerms();

            return new TermPositionVector() {

                private final Map.Entry<String, ArrayIntList>[] sortedTerms = info.sortedTerms;

                public String getField() {
                    return fieldName;
                }

                public int size() {
                    return sortedTerms.length;
                }

                public String[] getTerms() {
                    String[] terms = new String[sortedTerms.length];
                    for (int i = sortedTerms.length; --i >= 0;) {
                        terms[i] = sortedTerms[i].getKey();
                    }
                    return terms;
                }

                public int[] getTermFrequencies() {
                    int[] freqs = new int[sortedTerms.length];
                    for (int i = sortedTerms.length; --i >= 0;) {
                        freqs[i] = numPositions(sortedTerms[i].getValue());
                    }
                    return freqs;
                }

                public int indexOf(String term) {
                    int i = Arrays.binarySearch(sortedTerms, term, termComparator);
                    return i >= 0 ? i : -1;
                }

                public int[] indexesOf(String[] terms, int start, int len) {
                    int[] indexes = new int[len];
                    for (int i = 0; i < len; i++) {
                        indexes[i] = indexOf(terms[start++]);
                    }
                    return indexes;
                }

                // lucene >= 1.4.3
                public int[] getTermPositions(int index) {
                    return sortedTerms[index].getValue().toArray(stride);
                }

                // lucene >= 1.9 (remove this method for lucene-1.4.3)
                public org.apache.lucene.index.TermVectorOffsetInfo[] getOffsets(int index) {
                    if (stride == 1) return null; // no offsets stored

                    ArrayIntList positions = sortedTerms[index].getValue();
                    int size = positions.size();
                    org.apache.lucene.index.TermVectorOffsetInfo[] offsets =
                            new org.apache.lucene.index.TermVectorOffsetInfo[size / stride];

                    for (int i = 0, j = 1; j < size; i++, j += stride) {
                        int start = positions.get(j);
                        int end = positions.get(j + 1);
                        offsets[i] = new org.apache.lucene.index.TermVectorOffsetInfo(start, end);
                    }
                    return offsets;
                }

            };
        }

        private Similarity getSimilarity() {
            if (searcher != null) return searcher.getSimilarity();
            return Similarity.getDefault();
        }

        private void setSearcher(Searcher searcher) {
            this.searcher = searcher;
        }

        /**
         * performance hack: cache norms to avoid repeated expensive calculations
         */
        private byte[] cachedNorms;
        private String cachedFieldName;
        private Similarity cachedSimilarity;

        @Override
        public byte[] norms(String fieldName) {
            byte[] norms = cachedNorms;
            Similarity sim = getSimilarity();
            if (fieldName != cachedFieldName || sim != cachedSimilarity) { // not cached?
                Info info = getInfo(fieldName);
                int numTokens = info != null ? info.numTokens : 0;
                int numOverlapTokens = info != null ? info.numOverlapTokens : 0;
                float boost = info != null ? info.getBoost() : 1.0f;
                FieldInvertState invertState = new FieldInvertState(0, numTokens, numOverlapTokens, 0, boost);
                float n = sim.computeNorm(fieldName, invertState);
                byte norm = sim.encodeNormValue(n);
                norms = new byte[]{norm};

                // cache it for future reuse
                cachedNorms = norms;
                cachedFieldName = fieldName;
                cachedSimilarity = sim;
                if (DEBUG)
                    System.err.println("MemoryIndexReader.norms: " + fieldName + ":" + n + ":" + norm + ":" + numTokens);
            }
            return norms;
        }

        @Override
        public void norms(String fieldName, byte[] bytes, int offset) {
            if (DEBUG) System.err.println("MemoryIndexReader.norms*: " + fieldName);
            byte[] norms = norms(fieldName);
            System.arraycopy(norms, 0, bytes, offset, norms.length);
        }

        @Override
        protected void doSetNorm(int doc, String fieldName, byte value) {
            throw new UnsupportedOperationException();
        }

        @Override
        public int numDocs() {
            if (DEBUG) System.err.println("MemoryIndexReader.numDocs");
            return fields.size() > 0 ? 1 : 0;
        }

        @Override
        public int maxDoc() {
            if (DEBUG) System.err.println("MemoryIndexReader.maxDoc");
            return 1;
        }

        @Override
        public Document document(int n) {
            if (DEBUG) System.err.println("MemoryIndexReader.document");
            return new Document(); // there are no stored fields
        }

        //When we convert to JDK 1.5 make this Set<String>
        @Override
        public Document document(int n, FieldSelector fieldSelector) throws IOException {
            if (DEBUG) System.err.println("MemoryIndexReader.document");
            return new Document(); // there are no stored fields
        }

        @Override
        public boolean isDeleted(int n) {
            if (DEBUG) System.err.println("MemoryIndexReader.isDeleted");
            return false;
        }

        @Override
        public boolean hasDeletions() {
            if (DEBUG) System.err.println("MemoryIndexReader.hasDeletions");
            return false;
        }

        @Override
        protected void doDelete(int docNum) {
            throw new UnsupportedOperationException();
        }

        @Override
        protected void doUndeleteAll() {
            throw new UnsupportedOperationException();
        }

        @Override
        protected void doCommit(Map<String, String> commitUserData) {
            if (DEBUG) System.err.println("MemoryIndexReader.doCommit");
        }

        @Override
        protected void doClose() {
            if (DEBUG) System.err.println("MemoryIndexReader.doClose");
        }

        // lucene >= 1.9 (remove this method for lucene-1.4.3)
        @Override
        public Collection<String> getFieldNames(FieldOption fieldOption) {
            if (DEBUG) System.err.println("MemoryIndexReader.getFieldNamesOption");
            if (fieldOption == FieldOption.UNINDEXED)
                return Collections.<String>emptySet();
            if (fieldOption == FieldOption.INDEXED_NO_TERMVECTOR)
                return Collections.<String>emptySet();
            if (fieldOption == FieldOption.TERMVECTOR_WITH_OFFSET && stride == 1)
                return Collections.<String>emptySet();
            if (fieldOption == FieldOption.TERMVECTOR_WITH_POSITION_OFFSET && stride == 1)
                return Collections.<String>emptySet();

            return Collections.unmodifiableSet(fields.keySet());
        }
    }


    ///////////////////////////////////////////////////////////////////////////////
    // Nested classes:
    ///////////////////////////////////////////////////////////////////////////////
    private static final class VM {

        public static final int PTR = Constants.JRE_IS_64BIT ? 8 : 4;

        // bytes occupied by primitive data types
        public static final int BOOLEAN = 1;
        public static final int BYTE = 1;
        public static final int CHAR = 2;
        public static final int SHORT = 2;
        public static final int INT = 4;
        public static final int LONG = 8;
        public static final int FLOAT = 4;
        public static final int DOUBLE = 8;

        private static final int LOG_PTR = (int) Math.round(log2(PTR));

        /**
         * Object header of any heap allocated Java object.
         * ptr to class, info for monitor, gc, hash, etc.
         */
        private static final int OBJECT_HEADER = 2 * PTR;

        private VM() {
        } // not instantiable

        //  assumes n > 0
        //  64 bit VM:
        //    0     --> 0*PTR
        //    1..8  --> 1*PTR
        //    9..16 --> 2*PTR
        private static int sizeOf(int n) {
            return (((n - 1) >> LOG_PTR) + 1) << LOG_PTR;
        }

        public static int sizeOfObject(int n) {
            return sizeOf(OBJECT_HEADER + n);
        }

        public static int sizeOfObjectArray(int len) {
            return sizeOfObject(INT + PTR * len);
        }

        public static int sizeOfCharArray(int len) {
            return sizeOfObject(INT + CHAR * len);
        }

        public static int sizeOfIntArray(int len) {
            return sizeOfObject(INT + INT * len);
        }

        public static int sizeOfString(int len) {
            return sizeOfObject(3 * INT + PTR) + sizeOfCharArray(len);
        }

        public static int sizeOfHashMap(int len) {
            return sizeOfObject(4 * PTR + 4 * INT) + sizeOfObjectArray(len)
                    + len * sizeOfObject(3 * PTR + INT); // entries
        }

        // note: does not include referenced objects
        public static int sizeOfArrayList(int len) {
            return sizeOfObject(PTR + 2 * INT) + sizeOfObjectArray(len);
        }

        public static int sizeOfArrayIntList(int len) {
            return sizeOfObject(PTR + INT) + sizeOfIntArray(len);
        }

        /**
         * logarithm to the base 2. Example: log2(4) == 2, log2(8) == 3
         */
        private static double log2(double value) {
            return Math.log(value) / Math.log(2);
        }

    }

}
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