Exemplo n.º 1
0
 public SimplePayloadFilter(TokenStream input)
     : base(input)
 {
     Pos = 0;
     PayloadAttr = input.AddAttribute<IPayloadAttribute>();
     TermAttr = input.AddAttribute<ICharTermAttribute>();
 }
 public PayloadFilter(TokenStream input, System.String fieldName) : base(input)
 {
     this.fieldName = fieldName;
     pos            = 0;
     i           = 0;
     posIncrAttr = input.AddAttribute <IPositionIncrementAttribute>();
     payloadAttr = input.AddAttribute <IPayloadAttribute>();
     termAttr    = input.AddAttribute <ITermAttribute>();
 }
Exemplo n.º 3
0
 public MockPayloadFilter(TokenStream input, string fieldName)
     : base(input)
 {
     this.FieldName = fieldName;
     Pos = 0;
     i = 0;
     PosIncrAttr = input.AddAttribute<IPositionIncrementAttribute>();
     PayloadAttr = input.AddAttribute<IPayloadAttribute>();
     TermAttr = input.AddAttribute<ICharTermAttribute>();
 }
Exemplo n.º 4
0
        /// <summary> Adds term frequencies found by tokenizing text from reader into the Map words</summary>
        /// <param name="r">a source of text to be tokenized
        /// </param>
        /// <param name="termFreqMap">a Map of terms and their frequencies
        /// </param>
        /// <param name="fieldName">Used by analyzer for any special per-field analysis
        /// </param>
        protected void AddTermFrequencies(System.IO.TextReader r, System.Collections.IDictionary termFreqMap, System.String fieldName)
        {
            TokenStream ts         = analyzer.TokenStream(fieldName, r);
            var         termAtt    = ts.AddAttribute <ITermAttribute>();
            int         tokenCount = 0;

            while (ts.IncrementToken())
            {
                // for every token
                System.String word = termAtt.Term;
                tokenCount++;
                if (tokenCount > maxNumTokensParsed)
                {
                    break;
                }
                if (IsNoiseWord(word))
                {
                    continue;
                }

                // increment frequency
                Int cnt = (Int)termFreqMap[word];
                if (cnt == null)
                {
                    termFreqMap[word] = new Int();
                }
                else
                {
                    cnt.x++;
                }
            }
        }
        public static void AssertTokenStreamContents(TokenStream ts, System.String[] output, int[] startOffsets, int[] endOffsets, System.String[] types, int[] posIncrements, int? finalOffset)
        {
            Assert.IsNotNull(output);
            ICheckClearAttributesAttribute checkClearAtt = ts.AddAttribute<ICheckClearAttributesAttribute>();

            Assert.IsTrue(ts.HasAttribute<ITermAttribute>(), "has no TermAttribute");
            ITermAttribute termAtt = ts.GetAttribute<ITermAttribute>();

            IOffsetAttribute offsetAtt = null;
            if (startOffsets != null || endOffsets != null || finalOffset != null)
            {
                Assert.IsTrue(ts.HasAttribute<IOffsetAttribute>(), "has no OffsetAttribute");
                offsetAtt = ts.GetAttribute<IOffsetAttribute>();
            }
    
            ITypeAttribute typeAtt = null;
            if (types != null)
            {
                Assert.IsTrue(ts.HasAttribute<ITypeAttribute>(), "has no TypeAttribute");
                typeAtt = ts.GetAttribute<ITypeAttribute>();
            }
            
            IPositionIncrementAttribute posIncrAtt = null;
            if (posIncrements != null)
            {
                Assert.IsTrue(ts.HasAttribute<IPositionIncrementAttribute>(), "has no PositionIncrementAttribute");
                posIncrAtt = ts.GetAttribute<IPositionIncrementAttribute>();
            }

            ts.Reset();
            for (int i = 0; i < output.Length; i++)
            {
                // extra safety to enforce, that the state is not preserved and also assign bogus values
                ts.ClearAttributes();
                termAtt.SetTermBuffer("bogusTerm");
                if (offsetAtt != null) offsetAtt.SetOffset(14584724, 24683243);
                if (typeAtt != null) typeAtt.Type = "bogusType";
                if (posIncrAtt != null) posIncrAtt.PositionIncrement = 45987657;

                checkClearAtt.GetAndResetClearCalled(); // reset it, because we called clearAttribute() before
                Assert.IsTrue(ts.IncrementToken(), "token " + i + " does not exist");
                Assert.IsTrue(checkClearAtt.GetAndResetClearCalled(), "clearAttributes() was not called correctly in TokenStream chain");

                Assert.AreEqual(output[i], termAtt.Term, "term " + i);
                if (startOffsets != null)
                    Assert.AreEqual(startOffsets[i], offsetAtt.StartOffset, "startOffset " + i);
                if (endOffsets != null)
                    Assert.AreEqual(endOffsets[i], offsetAtt.EndOffset, "endOffset " + i);
                if (types != null)
                    Assert.AreEqual(types[i], typeAtt.Type, "type " + i);
                if (posIncrements != null)
                    Assert.AreEqual(posIncrements[i], posIncrAtt.PositionIncrement, "posIncrement " + i);
            }
            Assert.IsFalse(ts.IncrementToken(), "end of stream");
            ts.End();
            if (finalOffset.HasValue)
                Assert.AreEqual(finalOffset, offsetAtt.EndOffset, "finalOffset ");
            ts.Close();
        }
Exemplo n.º 6
0
 /// <summary>
 /// If inputText is non-null, and the TokenStream has
 ///  offsets, we include the surface form in each arc's
 ///  label.
 /// </summary>
 public TokenStreamToDot(string inputText, TokenStream @in, TextWriter @out)
 {
     this.@in = @in;
     this.@out = @out;
     this.InputText = inputText;
     TermAtt = @in.AddAttribute<ICharTermAttribute>();
     PosIncAtt = @in.AddAttribute<IPositionIncrementAttribute>();
     PosLengthAtt = @in.AddAttribute<IPositionLengthAttribute>();
     if (@in.HasAttribute<IOffsetAttribute>())
     {
         OffsetAtt = @in.AddAttribute<IOffsetAttribute>();
     }
     else
     {
         OffsetAtt = null;
     }
 }
Exemplo n.º 7
0
 private static void DisplayTokens(TokenStream stream)
 {
     TermAttribute term = (TermAttribute) stream.AddAttribute(typeof(TermAttribute));
     while (stream.IncrementToken())
     {
         Console.WriteLine("[{0}]  ", term.Term());
     }
 }
Exemplo n.º 8
0
 public static void DisplayTokens(TokenStream stream)
 {
     // error in Lucene.Net? should work, look in source code why not
     // source: Lucene in Action, page ??
     var term = stream.AddAttribute<TermAttribute>();
     while (stream.IncrementToken()) {
     #if LuceneV303
         Trace.WriteLine("[" + term.Term + "] ");
     #endif
     }
 }
Exemplo n.º 9
0
        public virtual void  TestStopList()
        {
            System.Collections.Hashtable stopWordsSet = new System.Collections.Hashtable();
            stopWordsSet.Add("good", "good");
            stopWordsSet.Add("test", "test");
            stopWordsSet.Add("analyzer", "analyzer");
            StopAnalyzer newStop = new StopAnalyzer(stopWordsSet);

            System.IO.StringReader reader = new System.IO.StringReader("This is a good test of the english stop analyzer");
            TokenStream            stream = newStop.TokenStream("test", reader);

            Assert.IsNotNull(stream);
            TermAttribute termAtt = (TermAttribute)stream.GetAttribute(typeof(TermAttribute));
            PositionIncrementAttribute posIncrAtt = (PositionIncrementAttribute)stream.AddAttribute(typeof(PositionIncrementAttribute));

            while (stream.IncrementToken())
            {
                System.String text = termAtt.Term();
                Assert.IsFalse(stopWordsSet.Contains(text));
                Assert.AreEqual(1, posIncrAtt.GetPositionIncrement());                 // by default stop tokenizer does not apply increments.
            }
        }
Exemplo n.º 10
0
        public virtual void  TestStopList()
        {
            var stopWordsSet = Support.Compatibility.SetFactory.CreateHashSet <string>();

            stopWordsSet.Add("good");
            stopWordsSet.Add("test");
            stopWordsSet.Add("analyzer");
            StopAnalyzer newStop = new StopAnalyzer(Version.LUCENE_24, stopWordsSet);

            System.IO.StringReader reader = new System.IO.StringReader("This is a good test of the english stop analyzer");
            TokenStream            stream = newStop.TokenStream("test", reader);

            Assert.IsNotNull(stream);
            ITermAttribute termAtt = stream.GetAttribute <ITermAttribute>();
            IPositionIncrementAttribute posIncrAtt = stream.AddAttribute <IPositionIncrementAttribute>();

            while (stream.IncrementToken())
            {
                System.String text = termAtt.Term;
                Assert.IsFalse(stopWordsSet.Contains(text));
                Assert.AreEqual(1, posIncrAtt.PositionIncrement); // in 2.4 stop tokenizer does not apply increments.
            }
        }
Exemplo n.º 11
0
 public override void Run()
 {
     try
     {
         foreach (KeyValuePair <string, BytesRef> mapping in Map)
         {
             string      term           = mapping.Key;
             BytesRef    expected       = mapping.Value;
             IOException priorException = null;
             TokenStream ts             = Analyzer.TokenStream("fake", new StreamReader(term));
             try
             {
                 ITermToBytesRefAttribute termAtt = ts.AddAttribute <ITermToBytesRefAttribute>();
                 BytesRef bytes = termAtt.BytesRef;
                 ts.Reset();
                 Assert.IsTrue(ts.IncrementToken());
                 termAtt.FillBytesRef();
                 Assert.AreEqual(expected, bytes);
                 Assert.IsFalse(ts.IncrementToken());
                 ts.End();
             }
             catch (IOException e)
             {
                 priorException = e;
             }
             finally
             {
                 IOUtils.CloseWhileHandlingException(priorException, ts);
             }
         }
     }
     catch (IOException e)
     {
         throw (Exception)e;
     }
 }
Exemplo n.º 12
0
 public override void Run()
 {
     try
     {
         foreach (var mapping in this.map)
         {
             string      term           = mapping.Key;
             BytesRef    expected       = mapping.Value;
             Exception   priorException = null; // LUCENENET: No need to cast to IOExcpetion
             TokenStream ts             = this.analyzer.GetTokenStream("fake", new StringReader(term));
             try
             {
                 ITermToBytesRefAttribute termAtt = ts.AddAttribute <ITermToBytesRefAttribute>();
                 BytesRef bytes = termAtt.BytesRef;
                 ts.Reset();
                 Assert.IsTrue(ts.IncrementToken());
                 termAtt.FillBytesRef();
                 Assert.AreEqual(expected, bytes);
                 Assert.IsFalse(ts.IncrementToken());
                 ts.End();
             }
             catch (Exception e) when(e.IsIOException())
             {
                 priorException = e;
             }
             finally
             {
                 IOUtils.DisposeWhileHandlingException(priorException, ts);
             }
         }
     }
     catch (Exception e) when(e.IsIOException())
     {
         throw RuntimeException.Create(e);
     }
 }
        public PrefixAwareTokenFilter(TokenStream prefix, TokenStream suffix) : base(suffix)
        {
            Suffix = suffix;
            Prefix = prefix;
            _prefixExhausted = false;

            // ReSharper disable DoNotCallOverridableMethodsInConstructor
            _termAtt = (TermAttribute) AddAttribute(typeof (TermAttribute));
            _posIncrAtt = (PositionIncrementAttribute) AddAttribute(typeof (PositionIncrementAttribute));
            _payloadAtt = (PayloadAttribute) AddAttribute(typeof (PayloadAttribute));
            _offsetAtt = (OffsetAttribute) AddAttribute(typeof (OffsetAttribute));
            _typeAtt = (TypeAttribute) AddAttribute(typeof (TypeAttribute));
            _flagsAtt = (FlagsAttribute) AddAttribute(typeof (FlagsAttribute));
            // ReSharper restore DoNotCallOverridableMethodsInConstructor

            _pTermAtt = (TermAttribute) prefix.AddAttribute(typeof (TermAttribute));
            _pPosIncrAtt = (PositionIncrementAttribute) prefix.AddAttribute(typeof (PositionIncrementAttribute));
            _pPayloadAtt = (PayloadAttribute) prefix.AddAttribute(typeof (PayloadAttribute));
            _pOffsetAtt = (OffsetAttribute) prefix.AddAttribute(typeof (OffsetAttribute));
            _pTypeAtt = (TypeAttribute) prefix.AddAttribute(typeof (TypeAttribute));
            _pFlagsAtt = (FlagsAttribute) prefix.AddAttribute(typeof (FlagsAttribute));
        }
        private static void AssertNext(TokenStream ts, String text, int positionIncrement, float boost, int startOffset,
                                       int endOffset)
        {
            var termAtt = (TermAttribute) ts.AddAttribute(typeof (TermAttribute));
            var posIncrAtt = (PositionIncrementAttribute) ts.AddAttribute(typeof (PositionIncrementAttribute));
            var payloadAtt = (PayloadAttribute) ts.AddAttribute(typeof (PayloadAttribute));
            var offsetAtt = (OffsetAttribute) ts.AddAttribute(typeof (OffsetAttribute));

            Assert.IsTrue(ts.IncrementToken());
            Assert.AreEqual(text, termAtt.Term());
            Assert.AreEqual(positionIncrement, posIncrAtt.GetPositionIncrement());
            Assert.AreEqual(boost,
                            payloadAtt.GetPayload() == null
                                ? 1f
                                : PayloadHelper.DecodeFloat(payloadAtt.GetPayload().GetData()), 0);
            Assert.AreEqual(startOffset, offsetAtt.StartOffset());
            Assert.AreEqual(endOffset, offsetAtt.EndOffset());
        }
Exemplo n.º 15
0
        public static void AssertTokenStreamContents(TokenStream ts, System.String[] output, int[] startOffsets, int[] endOffsets, System.String[] types, int[] posIncrements, int?finalOffset)
        {
            Assert.IsNotNull(output);
            CheckClearAttributesAttribute checkClearAtt = (CheckClearAttributesAttribute)ts.AddAttribute(typeof(CheckClearAttributesAttribute));

            Assert.IsTrue(ts.HasAttribute(typeof(TermAttribute)), "has no TermAttribute");
            TermAttribute termAtt = (TermAttribute)ts.GetAttribute(typeof(TermAttribute));

            OffsetAttribute offsetAtt = null;

            if (startOffsets != null || endOffsets != null || finalOffset != null)
            {
                Assert.IsTrue(ts.HasAttribute(typeof(OffsetAttribute)), "has no OffsetAttribute");
                offsetAtt = (OffsetAttribute)ts.GetAttribute(typeof(OffsetAttribute));
            }

            TypeAttribute typeAtt = null;

            if (types != null)
            {
                Assert.IsTrue(ts.HasAttribute(typeof(TypeAttribute)), "has no TypeAttribute");
                typeAtt = (TypeAttribute)ts.GetAttribute(typeof(TypeAttribute));
            }

            PositionIncrementAttribute posIncrAtt = null;

            if (posIncrements != null)
            {
                Assert.IsTrue(ts.HasAttribute(typeof(PositionIncrementAttribute)), "has no PositionIncrementAttribute");
                posIncrAtt = (PositionIncrementAttribute)ts.GetAttribute(typeof(PositionIncrementAttribute));
            }

            ts.Reset();
            for (int i = 0; i < output.Length; i++)
            {
                // extra safety to enforce, that the state is not preserved and also assign bogus values
                ts.ClearAttributes();
                termAtt.SetTermBuffer("bogusTerm");
                if (offsetAtt != null)
                {
                    offsetAtt.SetOffset(14584724, 24683243);
                }
                if (typeAtt != null)
                {
                    typeAtt.SetType("bogusType");
                }
                if (posIncrAtt != null)
                {
                    posIncrAtt.SetPositionIncrement(45987657);
                }

                checkClearAtt.GetAndResetClearCalled(); // reset it, because we called clearAttribute() before
                Assert.IsTrue(ts.IncrementToken(), "token " + i + " does not exist");
                Assert.IsTrue(checkClearAtt.GetAndResetClearCalled(), "clearAttributes() was not called correctly in TokenStream chain");

                Assert.AreEqual(output[i], termAtt.Term(), "term " + i);
                if (startOffsets != null)
                {
                    Assert.AreEqual(startOffsets[i], offsetAtt.StartOffset(), "startOffset " + i);
                }
                if (endOffsets != null)
                {
                    Assert.AreEqual(endOffsets[i], offsetAtt.EndOffset(), "endOffset " + i);
                }
                if (types != null)
                {
                    Assert.AreEqual(types[i], typeAtt.Type(), "type " + i);
                }
                if (posIncrements != null)
                {
                    Assert.AreEqual(posIncrements[i], posIncrAtt.GetPositionIncrement(), "posIncrement " + i);
                }
            }
            Assert.IsFalse(ts.IncrementToken(), "end of stream");
            ts.End();
            if (finalOffset.HasValue)
            {
                Assert.AreEqual(finalOffset, offsetAtt.EndOffset(), "finalOffset ");
            }
            ts.Close();
        }
        // offsetsAreCorrect also validates:
        //   - graph offsets are correct (all tokens leaving from
        //     pos X have the same startOffset; all tokens
        //     arriving to pos Y have the same endOffset)
        //   - offsets only move forwards (startOffset >=
        //     lastStartOffset)
        public static void AssertTokenStreamContents(TokenStream ts, string[] output, int[] startOffsets, int[] endOffsets, string[] types, int[] posIncrements, int[] posLengths, int? finalOffset, int? finalPosInc, bool[] keywordAtts, bool offsetsAreCorrect)
        {
            // LUCENENET: Bug fix: NUnit throws an exception when something fails. 
            // This causes Dispose() to be skipped and it pollutes other tests indicating false negatives.
            // Added this try-finally block to fix this.
            try
            {

                Assert.IsNotNull(output);
                var checkClearAtt = ts.AddAttribute<ICheckClearAttributesAttribute>();

                ICharTermAttribute termAtt = null;
                if (output.Length > 0)
                {
                    Assert.IsTrue(ts.HasAttribute<ICharTermAttribute>(), "has no CharTermAttribute");
                    termAtt = ts.GetAttribute<ICharTermAttribute>();
                }

                IOffsetAttribute offsetAtt = null;
                if (startOffsets != null || endOffsets != null || finalOffset != null)
                {
                    Assert.IsTrue(ts.HasAttribute<IOffsetAttribute>(), "has no OffsetAttribute");
                    offsetAtt = ts.GetAttribute<IOffsetAttribute>();
                }

                ITypeAttribute typeAtt = null;
                if (types != null)
                {
                    Assert.IsTrue(ts.HasAttribute<ITypeAttribute>(), "has no TypeAttribute");
                    typeAtt = ts.GetAttribute<ITypeAttribute>();
                }

                IPositionIncrementAttribute posIncrAtt = null;
                if (posIncrements != null || finalPosInc != null)
                {
                    Assert.IsTrue(ts.HasAttribute<IPositionIncrementAttribute>(), "has no PositionIncrementAttribute");
                    posIncrAtt = ts.GetAttribute<IPositionIncrementAttribute>();
                }

                IPositionLengthAttribute posLengthAtt = null;
                if (posLengths != null)
                {
                    Assert.IsTrue(ts.HasAttribute<IPositionLengthAttribute>(), "has no PositionLengthAttribute");
                    posLengthAtt = ts.GetAttribute<IPositionLengthAttribute>();
                }

                IKeywordAttribute keywordAtt = null;
                if (keywordAtts != null)
                {
                    Assert.IsTrue(ts.HasAttribute<IKeywordAttribute>(), "has no KeywordAttribute");
                    keywordAtt = ts.GetAttribute<IKeywordAttribute>();
                }

                // Maps position to the start/end offset:
                IDictionary<int?, int?> posToStartOffset = new Dictionary<int?, int?>();
                IDictionary<int?, int?> posToEndOffset = new Dictionary<int?, int?>();

                ts.Reset();
                int pos = -1;
                int lastStartOffset = 0;
                for (int i = 0; i < output.Length; i++)
                {
                    // extra safety to enforce, that the state is not preserved and also assign bogus values
                    ts.ClearAttributes();
                    termAtt.SetEmpty().Append("bogusTerm");
                    if (offsetAtt != null)
                    {
                        offsetAtt.SetOffset(14584724, 24683243);
                    }
                    if (typeAtt != null)
                    {
                        typeAtt.Type = "bogusType";
                    }
                    if (posIncrAtt != null)
                    {
                        posIncrAtt.PositionIncrement = 45987657;
                    }
                    if (posLengthAtt != null)
                    {
                        posLengthAtt.PositionLength = 45987653;
                    }
                    if (keywordAtt != null)
                    {
                        keywordAtt.Keyword = (i & 1) == 0;
                    }

                    bool reset = checkClearAtt.AndResetClearCalled; // reset it, because we called clearAttribute() before
                    Assert.IsTrue(ts.IncrementToken(), "token " + i + " does not exist");
                    Assert.IsTrue(reset, "ClearAttributes() was not called correctly in TokenStream chain");

                    Assert.AreEqual(output[i], termAtt.ToString(), "term " + i + ", output[i] = " + output[i] + ", termAtt = " + termAtt.ToString());
                    if (startOffsets != null)
                    {
                        Assert.AreEqual(startOffsets[i], offsetAtt.StartOffset(), "startOffset " + i);
                    }
                    if (endOffsets != null)
                    {
                        Assert.AreEqual(endOffsets[i], offsetAtt.EndOffset(), "endOffset " + i);
                    }
                    if (types != null)
                    {
                        Assert.AreEqual(types[i], typeAtt.Type, "type " + i);
                    }
                    if (posIncrements != null)
                    {
                        Assert.AreEqual(posIncrements[i], posIncrAtt.PositionIncrement, "posIncrement " + i);
                    }
                    if (posLengths != null)
                    {
                        Assert.AreEqual(posLengths[i], posLengthAtt.PositionLength, "posLength " + i);
                    }
                    if (keywordAtts != null)
                    {
                        Assert.AreEqual(keywordAtts[i], keywordAtt.Keyword, "keywordAtt " + i);
                    }

                    // we can enforce some basic things about a few attributes even if the caller doesn't check:
                    if (offsetAtt != null)
                    {
                        int startOffset = offsetAtt.StartOffset();
                        int endOffset = offsetAtt.EndOffset();
                        if (finalOffset != null)
                        {
                            Assert.IsTrue(startOffset <= (int)finalOffset, "startOffset must be <= finalOffset");
                            Assert.IsTrue(endOffset <= (int)finalOffset, "endOffset must be <= finalOffset: got endOffset=" + endOffset + " vs finalOffset=" + (int)finalOffset);
                        }

                        if (offsetsAreCorrect)
                        {
                            Assert.IsTrue(offsetAtt.StartOffset() >= lastStartOffset, "offsets must not go backwards startOffset=" + startOffset + " is < lastStartOffset=" + lastStartOffset);
                            lastStartOffset = offsetAtt.StartOffset();
                        }

                        if (offsetsAreCorrect && posLengthAtt != null && posIncrAtt != null)
                        {
                            // Validate offset consistency in the graph, ie
                            // all tokens leaving from a certain pos have the
                            // same startOffset, and all tokens arriving to a
                            // certain pos have the same endOffset:
                            int posInc = posIncrAtt.PositionIncrement;
                            pos += posInc;

                            int posLength = posLengthAtt.PositionLength;

                            if (!posToStartOffset.ContainsKey(pos))
                            {
                                // First time we've seen a token leaving from this position:
                                posToStartOffset[pos] = startOffset;
                                //System.out.println("  + s " + pos + " -> " + startOffset);
                            }
                            else
                            {
                                // We've seen a token leaving from this position
                                // before; verify the startOffset is the same:
                                //System.out.println("  + vs " + pos + " -> " + startOffset);
                                Assert.AreEqual((int)posToStartOffset[pos], startOffset, "pos=" + pos + " posLen=" + posLength + " token=" + termAtt);
                            }

                            int endPos = pos + posLength;

                            if (!posToEndOffset.ContainsKey(endPos))
                            {
                                // First time we've seen a token arriving to this position:
                                posToEndOffset[endPos] = endOffset;
                                //System.out.println("  + e " + endPos + " -> " + endOffset);
                            }
                            else
                            {
                                // We've seen a token arriving to this position
                                // before; verify the endOffset is the same:
                                //System.out.println("  + ve " + endPos + " -> " + endOffset);
                                Assert.AreEqual((int)posToEndOffset[endPos], endOffset, "pos=" + pos + " posLen=" + posLength + " token=" + termAtt);
                            }
                        }
                    }
                    if (posIncrAtt != null)
                    {
                        if (i == 0)
                        {
                            Assert.IsTrue(posIncrAtt.PositionIncrement >= 1, "first posIncrement must be >= 1");
                        }
                        else
                        {
                            Assert.IsTrue(posIncrAtt.PositionIncrement >= 0, "posIncrement must be >= 0");
                        }
                    }
                    if (posLengthAtt != null)
                    {
                        Assert.IsTrue(posLengthAtt.PositionLength >= 1, "posLength must be >= 1");
                    }
                }

                if (ts.IncrementToken())
                {
                    Assert.Fail("TokenStream has more tokens than expected (expected count=" + output.Length + "); extra token=" + termAtt);
                }

                // repeat our extra safety checks for End()
                ts.ClearAttributes();
                if (termAtt != null)
                {
                    termAtt.SetEmpty().Append("bogusTerm");
                }
                if (offsetAtt != null)
                {
                    offsetAtt.SetOffset(14584724, 24683243);
                }
                if (typeAtt != null)
                {
                    typeAtt.Type = "bogusType";
                }
                if (posIncrAtt != null)
                {
                    posIncrAtt.PositionIncrement = 45987657;
                }
                if (posLengthAtt != null)
                {
                    posLengthAtt.PositionLength = 45987653;
                }

                var reset_ = checkClearAtt.AndResetClearCalled; // reset it, because we called clearAttribute() before

                ts.End();
                Assert.IsTrue(checkClearAtt.AndResetClearCalled, "super.End()/ClearAttributes() was not called correctly in End()");

                if (finalOffset != null)
                {
                    Assert.AreEqual((int)finalOffset, offsetAtt.EndOffset(), "finalOffset");
                }
                if (offsetAtt != null)
                {
                    Assert.IsTrue(offsetAtt.EndOffset() >= 0, "finalOffset must be >= 0");
                }
                if (finalPosInc != null)
                {
                    Assert.AreEqual((int)finalPosInc, posIncrAtt.PositionIncrement, "finalPosInc");
                }

                ts.Dispose();
            }
            catch (Exception)
            {
                //ts.Reset();
                ts.ClearAttributes();
                ts.End();
                ts.Dispose();
                throw;
            }
        }
Exemplo n.º 17
0
        // offsetsAreCorrect also validates:
        //   - graph offsets are correct (all tokens leaving from
        //     pos X have the same startOffset; all tokens
        //     arriving to pos Y have the same endOffset)
        //   - offsets only move forwards (startOffset >=
        //     lastStartOffset)
        public static void AssertTokenStreamContents(TokenStream ts, string[] output, int[] startOffsets, int[] endOffsets, string[] types, int[] posIncrements, int[] posLengths, int?finalOffset, int?finalPosInc, bool[] keywordAtts, bool offsetsAreCorrect)
        {
            Assert.IsNotNull(output);
            var checkClearAtt = ts.AddAttribute <ICheckClearAttributesAttribute>();

            ICharTermAttribute termAtt = null;

            if (output.Length > 0)
            {
                Assert.IsTrue(ts.HasAttribute <ICharTermAttribute>(), "has no CharTermAttribute");
                termAtt = ts.GetAttribute <ICharTermAttribute>();
            }

            IOffsetAttribute offsetAtt = null;

            if (startOffsets != null || endOffsets != null || finalOffset != null)
            {
                Assert.IsTrue(ts.HasAttribute <IOffsetAttribute>(), "has no OffsetAttribute");
                offsetAtt = ts.GetAttribute <IOffsetAttribute>();
            }

            ITypeAttribute typeAtt = null;

            if (types != null)
            {
                Assert.IsTrue(ts.HasAttribute <ITypeAttribute>(), "has no TypeAttribute");
                typeAtt = ts.GetAttribute <ITypeAttribute>();
            }

            IPositionIncrementAttribute posIncrAtt = null;

            if (posIncrements != null || finalPosInc != null)
            {
                Assert.IsTrue(ts.HasAttribute <IPositionIncrementAttribute>(), "has no PositionIncrementAttribute");
                posIncrAtt = ts.GetAttribute <IPositionIncrementAttribute>();
            }

            IPositionLengthAttribute posLengthAtt = null;

            if (posLengths != null)
            {
                Assert.IsTrue(ts.HasAttribute <IPositionLengthAttribute>(), "has no PositionLengthAttribute");
                posLengthAtt = ts.GetAttribute <IPositionLengthAttribute>();
            }

            IKeywordAttribute keywordAtt = null;

            if (keywordAtts != null)
            {
                Assert.IsTrue(ts.HasAttribute <IKeywordAttribute>(), "has no KeywordAttribute");
                keywordAtt = ts.GetAttribute <IKeywordAttribute>();
            }

            // Maps position to the start/end offset:
            IDictionary <int?, int?> posToStartOffset = new Dictionary <int?, int?>();
            IDictionary <int?, int?> posToEndOffset   = new Dictionary <int?, int?>();

            ts.Reset();
            int pos             = -1;
            int lastStartOffset = 0;

            for (int i = 0; i < output.Length; i++)
            {
                // extra safety to enforce, that the state is not preserved and also assign bogus values
                ts.ClearAttributes();
                termAtt.SetEmpty().Append("bogusTerm");
                if (offsetAtt != null)
                {
                    offsetAtt.SetOffset(14584724, 24683243);
                }
                if (typeAtt != null)
                {
                    typeAtt.Type = "bogusType";
                }
                if (posIncrAtt != null)
                {
                    posIncrAtt.PositionIncrement = 45987657;
                }
                if (posLengthAtt != null)
                {
                    posLengthAtt.PositionLength = 45987653;
                }
                if (keywordAtt != null)
                {
                    keywordAtt.Keyword = (i & 1) == 0;
                }

                bool reset = checkClearAtt.AndResetClearCalled; // reset it, because we called clearAttribute() before
                Assert.IsTrue(ts.IncrementToken(), "token " + i + " does not exist");
                Assert.IsTrue(reset, "ClearAttributes() was not called correctly in TokenStream chain");

                Assert.AreEqual(output[i], termAtt.ToString(), "term " + i + ", output[i] = " + output[i] + ", termAtt = " + termAtt.ToString());
                if (startOffsets != null)
                {
                    Assert.AreEqual(startOffsets[i], offsetAtt.StartOffset(), "startOffset " + i);
                }
                if (endOffsets != null)
                {
                    Assert.AreEqual(endOffsets[i], offsetAtt.EndOffset(), "endOffset " + i);
                }
                if (types != null)
                {
                    Assert.AreEqual(types[i], typeAtt.Type, "type " + i);
                }
                if (posIncrements != null)
                {
                    Assert.AreEqual(posIncrements[i], posIncrAtt.PositionIncrement, "posIncrement " + i);
                }
                if (posLengths != null)
                {
                    Assert.AreEqual(posLengths[i], posLengthAtt.PositionLength, "posLength " + i);
                }
                if (keywordAtts != null)
                {
                    Assert.AreEqual(keywordAtts[i], keywordAtt.Keyword, "keywordAtt " + i);
                }

                // we can enforce some basic things about a few attributes even if the caller doesn't check:
                if (offsetAtt != null)
                {
                    int startOffset = offsetAtt.StartOffset();
                    int endOffset   = offsetAtt.EndOffset();
                    if (finalOffset != null)
                    {
                        Assert.IsTrue(startOffset <= (int)finalOffset, "startOffset must be <= finalOffset");
                        Assert.IsTrue(endOffset <= (int)finalOffset, "endOffset must be <= finalOffset: got endOffset=" + endOffset + " vs finalOffset=" + (int)finalOffset);
                    }

                    if (offsetsAreCorrect)
                    {
                        Assert.IsTrue(offsetAtt.StartOffset() >= lastStartOffset, "offsets must not go backwards startOffset=" + startOffset + " is < lastStartOffset=" + lastStartOffset);
                        lastStartOffset = offsetAtt.StartOffset();
                    }

                    if (offsetsAreCorrect && posLengthAtt != null && posIncrAtt != null)
                    {
                        // Validate offset consistency in the graph, ie
                        // all tokens leaving from a certain pos have the
                        // same startOffset, and all tokens arriving to a
                        // certain pos have the same endOffset:
                        int posInc = posIncrAtt.PositionIncrement;
                        pos += posInc;

                        int posLength = posLengthAtt.PositionLength;

                        if (!posToStartOffset.ContainsKey(pos))
                        {
                            // First time we've seen a token leaving from this position:
                            posToStartOffset[pos] = startOffset;
                            //System.out.println("  + s " + pos + " -> " + startOffset);
                        }
                        else
                        {
                            // We've seen a token leaving from this position
                            // before; verify the startOffset is the same:
                            //System.out.println("  + vs " + pos + " -> " + startOffset);
                            Assert.AreEqual((int)posToStartOffset[pos], startOffset, "pos=" + pos + " posLen=" + posLength + " token=" + termAtt);
                        }

                        int endPos = pos + posLength;

                        if (!posToEndOffset.ContainsKey(endPos))
                        {
                            // First time we've seen a token arriving to this position:
                            posToEndOffset[endPos] = endOffset;
                            //System.out.println("  + e " + endPos + " -> " + endOffset);
                        }
                        else
                        {
                            // We've seen a token arriving to this position
                            // before; verify the endOffset is the same:
                            //System.out.println("  + ve " + endPos + " -> " + endOffset);
                            Assert.AreEqual((int)posToEndOffset[endPos], endOffset, "pos=" + pos + " posLen=" + posLength + " token=" + termAtt);
                        }
                    }
                }
                if (posIncrAtt != null)
                {
                    if (i == 0)
                    {
                        Assert.IsTrue(posIncrAtt.PositionIncrement >= 1, "first posIncrement must be >= 1");
                    }
                    else
                    {
                        Assert.IsTrue(posIncrAtt.PositionIncrement >= 0, "posIncrement must be >= 0");
                    }
                }
                if (posLengthAtt != null)
                {
                    Assert.IsTrue(posLengthAtt.PositionLength >= 1, "posLength must be >= 1");
                }
            }

            if (ts.IncrementToken())
            {
                Assert.Fail("TokenStream has more tokens than expected (expected count=" + output.Length + "); extra token=" + termAtt);
            }

            // repeat our extra safety checks for End()
            ts.ClearAttributes();
            if (termAtt != null)
            {
                termAtt.SetEmpty().Append("bogusTerm");
            }
            if (offsetAtt != null)
            {
                offsetAtt.SetOffset(14584724, 24683243);
            }
            if (typeAtt != null)
            {
                typeAtt.Type = "bogusType";
            }
            if (posIncrAtt != null)
            {
                posIncrAtt.PositionIncrement = 45987657;
            }
            if (posLengthAtt != null)
            {
                posLengthAtt.PositionLength = 45987653;
            }

            var reset_ = checkClearAtt.AndResetClearCalled; // reset it, because we called clearAttribute() before

            ts.End();
            Assert.IsTrue(checkClearAtt.AndResetClearCalled, "super.End()/ClearAttributes() was not called correctly in End()");

            if (finalOffset != null)
            {
                Assert.AreEqual((int)finalOffset, offsetAtt.EndOffset(), "finalOffset");
            }
            if (offsetAtt != null)
            {
                Assert.IsTrue(offsetAtt.EndOffset() >= 0, "finalOffset must be >= 0");
            }
            if (finalPosInc != null)
            {
                Assert.AreEqual((int)finalPosInc, posIncrAtt.PositionIncrement, "finalPosInc");
            }

            ts.Dispose();
        }
        private static void AssertNext(TokenStream ts, String text, int startOffset, int endOffset)
        {
            var termAtt = (TermAttribute) ts.AddAttribute(typeof (TermAttribute));
            var offsetAtt = (OffsetAttribute) ts.AddAttribute(typeof (OffsetAttribute));

            Assert.IsTrue(ts.IncrementToken());
            Assert.AreEqual(text, termAtt.Term());
            Assert.AreEqual(startOffset, offsetAtt.StartOffset());
            Assert.AreEqual(endOffset, offsetAtt.EndOffset());
        }
Exemplo n.º 19
0
 /// <seealso cref="IScorer.Init"/>
 public TokenStream Init(TokenStream tokenStream)
 {
     position = -1;
     termAtt = tokenStream.AddAttribute<ITermAttribute>();
     posIncAtt = tokenStream.AddAttribute<IPositionIncrementAttribute>();
     if (!skipInitExtractor)
     {
         if (fieldWeightedSpanTerms != null)
         {
             fieldWeightedSpanTerms.Clear();
         }
         return InitExtractor(tokenStream);
     }
     return null;
 }
Exemplo n.º 20
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		private static void  ConsumeStreamNewAPI(TokenStream stream)
		{
			stream.Reset();
			PayloadAttribute payloadAtt = (PayloadAttribute) stream.AddAttribute(typeof(PayloadAttribute));
			TermAttribute termAtt = (TermAttribute) stream.AddAttribute(typeof(TermAttribute));
			
			int i = 0;
			while (stream.IncrementToken())
			{
				System.String term = termAtt.Term();
				Payload p = payloadAtt.GetPayload();
				if (p != null && p.GetData().Length == 1 && p.GetData()[0] == PartOfSpeechAnnotatingFilter.PROPER_NOUN_ANNOTATION)
				{
					Assert.IsTrue("tokenstream".Equals(term), "only TokenStream is a proper noun");
				}
				else
				{
					Assert.IsFalse("tokenstream".Equals(term), "all other tokens (if this test fails, the special POSToken subclass is not correctly passed through the chain)");
				}
				Assert.AreEqual(results[i], term);
				i++;
			}
		}
        /// <summary>
        /// Creates a shingle filter based on a user defined matrix.
        /// 
        /// The filter /will/ delete columns from the input matrix! You will not be able to reset the filter if you used this constructor.
        /// todo: don't touch the matrix! use a bool, set the input stream to null or something, and keep track of where in the matrix we are at.
        /// 
        /// </summary>
        /// <param name="matrix">the input based for creating shingles. Does not need to contain any information until ShingleMatrixFilter.Next(Token) is called the first time.</param>
        /// <param name="minimumShingleSize">minimum number of tokens in any shingle.</param>
        /// <param name="maximumShingleSize">maximum number of tokens in any shingle.</param>
        /// <param name="spacerCharacter">character to use between texts of the token parts in a shingle. null for none.</param>
        /// <param name="ignoringSinglePrefixOrSuffixShingle">if true, shingles that only contains permutation of the first of the last column will not be produced as shingles. Useful when adding boundary marker tokens such as '^' and '$'.</param>
        /// <param name="settingsCodec">codec used to read input token weight and matrix positioning.</param>
        public ShingleMatrixFilter(Matrix.Matrix matrix, int minimumShingleSize, int maximumShingleSize, Char spacerCharacter, bool ignoringSinglePrefixOrSuffixShingle, TokenSettingsCodec settingsCodec)
        {
            Matrix = matrix;
            MinimumShingleSize = minimumShingleSize;
            MaximumShingleSize = maximumShingleSize;
            SpacerCharacter = spacerCharacter;
            IsIgnoringSinglePrefixOrSuffixShingle = ignoringSinglePrefixOrSuffixShingle;
            _settingsCodec = settingsCodec;

            // ReSharper disable DoNotCallOverridableMethodsInConstructor
            _termAtt = (TermAttribute) AddAttribute(typeof (TermAttribute));
            _posIncrAtt = (PositionIncrementAttribute) AddAttribute(typeof (PositionIncrementAttribute));
            _payloadAtt = (PayloadAttribute) AddAttribute(typeof (PayloadAttribute));
            _offsetAtt = (OffsetAttribute) AddAttribute(typeof (OffsetAttribute));
            _typeAtt = (TypeAttribute) AddAttribute(typeof (TypeAttribute));
            _flagsAtt = (FlagsAttribute) AddAttribute(typeof (FlagsAttribute));
            // ReSharper restore DoNotCallOverridableMethodsInConstructor

            // set the input to be an empty token stream, we already have the data.
            _input = new EmptyTokenStream();

            _inTermAtt = (TermAttribute) _input.AddAttribute(typeof (TermAttribute));
            _inPosIncrAtt = (PositionIncrementAttribute) _input.AddAttribute(typeof (PositionIncrementAttribute));
            _inPayloadAtt = (PayloadAttribute) _input.AddAttribute(typeof (PayloadAttribute));
            _inOffsetAtt = (OffsetAttribute) _input.AddAttribute(typeof (OffsetAttribute));
            _inTypeAtt = (TypeAttribute) _input.AddAttribute(typeof (TypeAttribute));
            _inFlagsAtt = (FlagsAttribute) _input.AddAttribute(typeof (FlagsAttribute));
        }
Exemplo n.º 22
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 /// <seealso cref="IFragmenter.Start(string, TokenStream)"/>
 public void Start(String originalText, TokenStream tokenStream)
 {
     position = -1;
     currentNumFrags = 1;
     textSize = originalText.Length;
     termAtt = tokenStream.AddAttribute<ITermAttribute>();
     posIncAtt = tokenStream.AddAttribute<IPositionIncrementAttribute>();
     offsetAtt = tokenStream.AddAttribute<IOffsetAttribute>();
 }
        private static void AssertNext(TokenStream ts, String text, int positionIncrement, float boost, int startOffset,
                                       int endOffset)
        {
            var termAtt = ts.AddAttribute<ITermAttribute>();
            var posIncrAtt = ts.AddAttribute<IPositionIncrementAttribute>();
            var payloadAtt = ts.AddAttribute<IPayloadAttribute>();
            var offsetAtt = ts.AddAttribute<IOffsetAttribute>();

            Assert.IsTrue(ts.IncrementToken());
            Assert.AreEqual(text, termAtt.Term);
            Assert.AreEqual(positionIncrement, posIncrAtt.PositionIncrement);
            Assert.AreEqual(boost,
                            payloadAtt.Payload == null
                                ? 1f
                                : PayloadHelper.DecodeFloat(payloadAtt.Payload.GetData()), 0);
            Assert.AreEqual(startOffset, offsetAtt.StartOffset);
            Assert.AreEqual(endOffset, offsetAtt.EndOffset);
        }
Exemplo n.º 24
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        public SynonymTokenizer(TokenStream realStream, IDictionary<string, string> synonyms)
        {
            this.realStream = realStream;
            this.synonyms = synonyms;
            realTermAtt = realStream.AddAttribute<ITermAttribute>();
            realPosIncrAtt = realStream.AddAttribute<IPositionIncrementAttribute>();
            realOffsetAtt = realStream.AddAttribute<IOffsetAttribute>();

            termAtt = AddAttribute<ITermAttribute>();
            posIncrAtt = AddAttribute<IPositionIncrementAttribute>();
            offsetAtt = AddAttribute<IOffsetAttribute>();
        }
Exemplo n.º 25
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 /* (non-Javadoc)
  * @see org.apache.lucene.search.highlight.Fragmenter#start(java.lang.String, org.apache.lucene.analysis.TokenStream)
  */
 public void Start(String originalText, TokenStream stream)
 {
     offsetAtt = stream.AddAttribute<IOffsetAttribute>();
     currentNumFrags = 1;
 }
Exemplo n.º 26
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 public TokenGroup(TokenStream tokenStream)
 {
     NumTokens = 0;
     offsetAtt = tokenStream.AddAttribute<IOffsetAttribute>();
     termAtt = tokenStream.AddAttribute<ITermAttribute>();
 }
Exemplo n.º 27
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 public PayloadFilter(TokenStream input, System.String fieldName):base(input)
 {
     this.fieldName = fieldName;
     pos = 0;
     i = 0;
     posIncrAttr =  input.AddAttribute<IPositionIncrementAttribute>();
     payloadAttr =  input.AddAttribute<IPayloadAttribute>();
     termAttr =  input.AddAttribute<ITermAttribute>();
 }
Exemplo n.º 28
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 public PersianLemmatizationFilter(TokenStream input)
     : base(input)
 {
     lemmatizer = new PersianLemmatizer();
     _termAtt = (TermAttribute)input.AddAttribute<ITermAttribute>();
 }
Exemplo n.º 29
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 /* (non-Javadoc)
  * @see org.apache.lucene.search.highlight.Scorer#init(org.apache.lucene.analysis.TokenStream)
  */
 public TokenStream Init(TokenStream tokenStream)
 {
     termAtt = tokenStream.AddAttribute<ITermAttribute>();
     return null;
 }
Exemplo n.º 30
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        /// <summary> Not an explicit test, just useful to print out some info on performance
        ///
        /// </summary>
        /// <throws>  Exception </throws>
        public virtual void Performance()
        {
            int[] tokCount  = new int[] { 100, 500, 1000, 2000, 5000, 10000 };
            int[] modCounts = new int[] { 1, 2, 5, 10, 20, 50, 100, 200, 500 };
            for (int k = 0; k < tokCount.Length; k++)
            {
                System.Text.StringBuilder buffer = new System.Text.StringBuilder();
                System.Console.Out.WriteLine("-----Tokens: " + tokCount[k] + "-----");
                for (int i = 0; i < tokCount[k]; i++)
                {
                    buffer.Append(English.IntToEnglish(i).ToUpper()).Append(' ');
                }
                //make sure we produce the same tokens
                TeeSinkTokenFilter teeStream = new TeeSinkTokenFilter(new StandardFilter(new StandardTokenizer(Version.LUCENE_CURRENT, new System.IO.StringReader(buffer.ToString()))));
                TokenStream        sink      = teeStream.NewSinkTokenStream(new ModuloSinkFilter(this, 100));
                teeStream.ConsumeAllTokens();
                TokenStream    stream  = new ModuloTokenFilter(this, new StandardFilter(new StandardTokenizer(Version.LUCENE_CURRENT, new System.IO.StringReader(buffer.ToString()))), 100);
                ITermAttribute tfTok   = stream.AddAttribute <ITermAttribute>();
                ITermAttribute sinkTok = sink.AddAttribute <ITermAttribute>();
                for (int i = 0; stream.IncrementToken(); i++)
                {
                    Assert.IsTrue(sink.IncrementToken());
                    Assert.IsTrue(tfTok.Equals(sinkTok) == true, tfTok + " is not equal to " + sinkTok + " at token: " + i);
                }

                //simulate two fields, each being analyzed once, for 20 documents
                for (int j = 0; j < modCounts.Length; j++)
                {
                    int  tfPos = 0;
                    long start = (DateTime.Now.Ticks / TimeSpan.TicksPerMillisecond);
                    for (int i = 0; i < 20; i++)
                    {
                        stream = new StandardFilter(new StandardTokenizer(Version.LUCENE_CURRENT, new System.IO.StringReader(buffer.ToString())));
                        IPositionIncrementAttribute posIncrAtt = stream.GetAttribute <IPositionIncrementAttribute>();
                        while (stream.IncrementToken())
                        {
                            tfPos += posIncrAtt.PositionIncrement;
                        }
                        stream     = new ModuloTokenFilter(this, new StandardFilter(new StandardTokenizer(Version.LUCENE_CURRENT, new System.IO.StringReader(buffer.ToString()))), modCounts[j]);
                        posIncrAtt = stream.GetAttribute <IPositionIncrementAttribute>();
                        while (stream.IncrementToken())
                        {
                            tfPos += posIncrAtt.PositionIncrement;
                        }
                    }
                    long finish = (DateTime.Now.Ticks / TimeSpan.TicksPerMillisecond);
                    System.Console.Out.WriteLine("ModCount: " + modCounts[j] + " Two fields took " + (finish - start) + " ms");
                    int sinkPos = 0;
                    //simulate one field with one sink
                    start = (DateTime.Now.Ticks / TimeSpan.TicksPerMillisecond);
                    for (int i = 0; i < 20; i++)
                    {
                        teeStream = new TeeSinkTokenFilter(new StandardFilter(new StandardTokenizer(Version.LUCENE_CURRENT, new System.IO.StringReader(buffer.ToString()))));
                        sink      = teeStream.NewSinkTokenStream(new ModuloSinkFilter(this, modCounts[j]));
                        IPositionIncrementAttribute posIncrAtt = teeStream.GetAttribute <IPositionIncrementAttribute>();
                        while (teeStream.IncrementToken())
                        {
                            sinkPos += posIncrAtt.PositionIncrement;
                        }
                        //System.out.println("Modulo--------");
                        posIncrAtt = sink.GetAttribute <IPositionIncrementAttribute>();
                        while (sink.IncrementToken())
                        {
                            sinkPos += posIncrAtt.PositionIncrement;
                        }
                    }
                    finish = (DateTime.Now.Ticks / TimeSpan.TicksPerMillisecond);
                    System.Console.Out.WriteLine("ModCount: " + modCounts[j] + " Tee fields took " + (finish - start) + " ms");
                    Assert.IsTrue(sinkPos == tfPos, sinkPos + " does not equal: " + tfPos);
                }
                System.Console.Out.WriteLine("- End Tokens: " + tokCount[k] + "-----");
            }
        }
Exemplo n.º 31
0
        /// <summary>
        /// Pulls the graph (including <see cref="IPositionLengthAttribute"/>
        /// from the provided <see cref="TokenStream"/>, and creates the corresponding
        /// automaton where arcs are bytes (or Unicode code points
        /// if unicodeArcs = true) from each term.
        /// </summary>
        public virtual Automaton ToAutomaton(TokenStream @in)
        {
            var  a             = new Automaton();
            bool deterministic = true;

            var posIncAtt    = @in.AddAttribute <IPositionIncrementAttribute>();
            var posLengthAtt = @in.AddAttribute <IPositionLengthAttribute>();
            var offsetAtt    = @in.AddAttribute <IOffsetAttribute>();
            var termBytesAtt = @in.AddAttribute <ITermToBytesRefAttribute>();

            BytesRef term = termBytesAtt.BytesRef;

            @in.Reset();

            // Only temporarily holds states ahead of our current
            // position:

            RollingBuffer <Position> positions = new Positions();

            int      pos       = -1;
            Position posData   = null;
            int      maxOffset = 0;

            while (@in.IncrementToken())
            {
                int posInc = posIncAtt.PositionIncrement;
                if (!preservePositionIncrements && posInc > 1)
                {
                    posInc = 1;
                }
                Debug.Assert(pos > -1 || posInc > 0);

                if (posInc > 0)
                {
                    // New node:
                    pos += posInc;

                    posData = positions.Get(pos);
                    Debug.Assert(posData.leaving == null);

                    if (posData.arriving == null)
                    {
                        // No token ever arrived to this position
                        if (pos == 0)
                        {
                            // OK: this is the first token
                            posData.leaving = a.GetInitialState();
                        }
                        else
                        {
                            // this means there's a hole (eg, StopFilter
                            // does this):
                            posData.leaving = new State();
                            AddHoles(a.GetInitialState(), positions, pos);
                        }
                    }
                    else
                    {
                        posData.leaving = new State();
                        posData.arriving.AddTransition(new Transition(POS_SEP, posData.leaving));
                        if (posInc > 1)
                        {
                            // A token spanned over a hole; add holes
                            // "under" it:
                            AddHoles(a.GetInitialState(), positions, pos);
                        }
                    }
                    positions.FreeBefore(pos);
                }
                else
                {
                    // note: this isn't necessarily true. its just that we aren't surely det.
                    // we could optimize this further (e.g. buffer and sort synonyms at a position)
                    // but thats probably overkill. this is cheap and dirty
                    deterministic = false;
                }

                int endPos = pos + posLengthAtt.PositionLength;

                termBytesAtt.FillBytesRef();
                BytesRef termUTF8    = ChangeToken(term);
                int[]    termUnicode = null;
                Position endPosData  = positions.Get(endPos);
                if (endPosData.arriving == null)
                {
                    endPosData.arriving = new State();
                }

                State state   = posData.leaving;
                int   termLen = termUTF8.Length;
                if (unicodeArcs)
                {
                    string utf16 = termUTF8.Utf8ToString();
                    termUnicode = new int[utf16.CodePointCount(0, utf16.Length)];
                    termLen     = termUnicode.Length;
                    for (int cp, i = 0, j = 0; i < utf16.Length; i += Character.CharCount(cp))
                    {
                        termUnicode[j++] = cp = Character.CodePointAt(utf16, i);
                    }
                }
                else
                {
                    termLen = termUTF8.Length;
                }

                for (int byteIDX = 0; byteIDX < termLen; byteIDX++)
                {
                    State nextState = byteIDX == termLen - 1 ? endPosData.arriving : new State();
                    int   c;
                    if (unicodeArcs)
                    {
                        c = termUnicode[byteIDX];
                    }
                    else
                    {
                        c = termUTF8.Bytes[termUTF8.Offset + byteIDX] & 0xff;
                    }
                    state.AddTransition(new Transition(c, nextState));
                    state = nextState;
                }

                maxOffset = Math.Max(maxOffset, offsetAtt.EndOffset);
            }

            @in.End();
            State endState = null;

            if (offsetAtt.EndOffset > maxOffset)
            {
                endState        = new State();
                endState.Accept = true;
            }

            pos++;
            while (pos <= positions.MaxPos)
            {
                posData = positions.Get(pos);
                if (posData.arriving != null)
                {
                    if (endState != null)
                    {
                        posData.arriving.AddTransition(new Transition(POS_SEP, endState));
                    }
                    else
                    {
                        posData.arriving.Accept = true;
                    }
                }
                pos++;
            }

            //toDot(a);
            a.IsDeterministic = deterministic;
            return(a);
        }
        /// <summary>
        /// Creates a shingle filter with ad hoc parameter settings.
        /// </summary>
        /// <param name="input">stream from which to construct the matrix</param>
        /// <param name="minimumShingleSize">minimum number of tokens in any shingle.</param>
        /// <param name="maximumShingleSize">maximum number of tokens in any shingle.</param>
        /// <param name="spacerCharacter">character to use between texts of the token parts in a shingle. null for none.</param>
        /// <param name="ignoringSinglePrefixOrSuffixShingle">if true, shingles that only contains permutation of the first of the last column will not be produced as shingles. Useful when adding boundary marker tokens such as '^' and '$'.</param>
        /// <param name="settingsCodec">codec used to read input token weight and matrix positioning.</param>
        public ShingleMatrixFilter(TokenStream input, int minimumShingleSize, int maximumShingleSize, Char? spacerCharacter, bool ignoringSinglePrefixOrSuffixShingle, TokenSettingsCodec settingsCodec)
        {
            _input = input;
            MinimumShingleSize = minimumShingleSize;
            MaximumShingleSize = maximumShingleSize;
            SpacerCharacter = spacerCharacter;
            IsIgnoringSinglePrefixOrSuffixShingle = ignoringSinglePrefixOrSuffixShingle;
            _settingsCodec = settingsCodec;

            // ReSharper disable DoNotCallOverridableMethodsInConstructor
            _termAtt = (TermAttribute) AddAttribute(typeof (TermAttribute));
            _posIncrAtt = (PositionIncrementAttribute) AddAttribute(typeof (PositionIncrementAttribute));
            _payloadAtt = (PayloadAttribute) AddAttribute(typeof (PayloadAttribute));
            _offsetAtt = (OffsetAttribute) AddAttribute(typeof (OffsetAttribute));
            _typeAtt = (TypeAttribute) AddAttribute(typeof (TypeAttribute));
            _flagsAtt = (FlagsAttribute) AddAttribute(typeof (FlagsAttribute));
            // ReSharper restore DoNotCallOverridableMethodsInConstructor

            _inTermAtt = (TermAttribute) input.AddAttribute(typeof (TermAttribute));
            _inPosIncrAtt = (PositionIncrementAttribute) input.AddAttribute(typeof (PositionIncrementAttribute));
            _inPayloadAtt = (PayloadAttribute) input.AddAttribute(typeof (PayloadAttribute));
            _inOffsetAtt = (OffsetAttribute) input.AddAttribute(typeof (OffsetAttribute));
            _inTypeAtt = (TypeAttribute) input.AddAttribute(typeof (TypeAttribute));
            _inFlagsAtt = (FlagsAttribute) input.AddAttribute(typeof (FlagsAttribute));
        }
        // assert-methods start here

        private static void AssertNext(TokenStream ts, String text)
        {
            var termAtt = (TermAttribute) ts.AddAttribute(typeof (TermAttribute));

            Assert.IsTrue(ts.IncrementToken());
            Assert.AreEqual(text, termAtt.Term());
        }