org.apache.lucene.analysis.shingle

Class ShingleFilter

java.lang.Object

org.apache.lucene.util.AttributeSource

org.apache.lucene.analysis.TokenStream

org.apache.lucene.analysis.TokenFilter

org.apache.lucene.analysis.shingle.ShingleFilter

All Implemented Interfaces:

Closeable, AutoCloseable

public final class ShingleFilter
extends TokenFilter

A ShingleFilter constructs shingles (token n-grams) from a token stream. In other words, it creates combinations of tokens as a single token.

For example, the sentence "please divide this sentence into shingles" might be tokenized into shingles "please divide", "divide this", "this sentence", "sentence into", and "into shingles".

This filter handles position increments > 1 by inserting filler tokens (tokens with termtext "_"). It does not handle a position increment of 0.

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.lucene.util.AttributeSource

AttributeSource.State

Field Summary

Fields

Modifier and Type	Field and Description
static String	DEFAULT_FILLER_TOKEN filler token for when positionIncrement is more than 1
static int	DEFAULT_MAX_SHINGLE_SIZE default maximum shingle size is 2.
static int	DEFAULT_MIN_SHINGLE_SIZE default minimum shingle size is 2.
static String	DEFAULT_TOKEN_SEPARATOR The default string to use when joining adjacent tokens to form a shingle
static String	DEFAULT_TOKEN_TYPE default token type attribute value is "shingle"

Fields inherited from class org.apache.lucene.analysis.TokenFilter

input

Fields inherited from class org.apache.lucene.analysis.TokenStream

DEFAULT_TOKEN_ATTRIBUTE_FACTORY

Constructor Summary

Constructors

Constructor and Description
ShingleFilter(TokenStream input) Construct a ShingleFilter with default shingle size: 2.
ShingleFilter(TokenStream input, int maxShingleSize) Constructs a ShingleFilter with the specified shingle size from the TokenStream input
ShingleFilter(TokenStream input, int minShingleSize, int maxShingleSize) Constructs a ShingleFilter with the specified shingle size from the TokenStream input
ShingleFilter(TokenStream input, String tokenType) Construct a ShingleFilter with the specified token type for shingle tokens and the default shingle size: 2

Method Summary

Methods

Modifier and Type	Method and Description
void	end()
boolean	incrementToken()
void	reset()
void	setFillerToken(String fillerToken) Sets the string to insert for each position at which there is no token (i.e., when position increment is greater than one).
void	setMaxShingleSize(int maxShingleSize) Set the max shingle size (default: 2)
void	setMinShingleSize(int minShingleSize) Set the min shingle size (default: 2).
void	setOutputUnigrams(boolean outputUnigrams) Shall the output stream contain the input tokens (unigrams) as well as shingles? (default: true.)
void	setOutputUnigramsIfNoShingles(boolean outputUnigramsIfNoShingles) Shall we override the behavior of outputUnigrams==false for those times when no shingles are available (because there are fewer than minShingleSize tokens in the input stream)? (default: false.)
void	setTokenSeparator(String tokenSeparator) Sets the string to use when joining adjacent tokens to form a shingle
void	setTokenType(String tokenType) Set the type of the shingle tokens produced by this filter.

Methods inherited from class org.apache.lucene.analysis.TokenFilter

close

Methods inherited from class org.apache.lucene.util.AttributeSource

addAttribute, addAttributeImpl, captureState, clearAttributes, cloneAttributes, copyTo, equals, getAttribute, getAttributeClassesIterator, getAttributeFactory, getAttributeImplsIterator, hasAttribute, hasAttributes, hashCode, reflectAsString, reflectWith, removeAllAttributes, restoreState, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Field Detail

DEFAULT_FILLER_TOKEN

public static final String DEFAULT_FILLER_TOKEN

filler token for when positionIncrement is more than 1

See Also:

Constant Field Values

DEFAULT_MAX_SHINGLE_SIZE

public static final int DEFAULT_MAX_SHINGLE_SIZE

default maximum shingle size is 2.

See Also:

Constant Field Values

DEFAULT_MIN_SHINGLE_SIZE

public static final int DEFAULT_MIN_SHINGLE_SIZE

default minimum shingle size is 2.

See Also:

Constant Field Values

DEFAULT_TOKEN_TYPE

public static final String DEFAULT_TOKEN_TYPE

default token type attribute value is "shingle"

See Also:

Constant Field Values

DEFAULT_TOKEN_SEPARATOR

public static final String DEFAULT_TOKEN_SEPARATOR

The default string to use when joining adjacent tokens to form a shingle

See Also:

Constant Field Values

Constructor Detail

ShingleFilter

public ShingleFilter(TokenStream input,
             int minShingleSize,
             int maxShingleSize)

Constructs a ShingleFilter with the specified shingle size from the TokenStream input

Parameters:

input - input stream

minShingleSize - minimum shingle size produced by the filter.

maxShingleSize - maximum shingle size produced by the filter.

ShingleFilter

public ShingleFilter(TokenStream input,
             int maxShingleSize)

Constructs a ShingleFilter with the specified shingle size from the TokenStream input

Parameters:

input - input stream

maxShingleSize - maximum shingle size produced by the filter.

ShingleFilter

public ShingleFilter(TokenStream input)

Construct a ShingleFilter with default shingle size: 2.

Parameters:

input - input stream

ShingleFilter

public ShingleFilter(TokenStream input,
             String tokenType)

Construct a ShingleFilter with the specified token type for shingle tokens and the default shingle size: 2

Parameters:

input - input stream

tokenType - token type for shingle tokens

Method Detail

setTokenType

public void setTokenType(String tokenType)

Set the type of the shingle tokens produced by this filter. (default: "shingle")

Parameters:

tokenType - token tokenType

setOutputUnigrams

public void setOutputUnigrams(boolean outputUnigrams)

Shall the output stream contain the input tokens (unigrams) as well as shingles? (default: true.)

Parameters:

outputUnigrams - Whether or not the output stream shall contain the input tokens (unigrams)

setOutputUnigramsIfNoShingles

public void setOutputUnigramsIfNoShingles(boolean outputUnigramsIfNoShingles)

Shall we override the behavior of outputUnigrams==false for those times when no shingles are available (because there are fewer than minShingleSize tokens in the input stream)? (default: false.)

Note that if outputUnigrams==true, then unigrams are always output, regardless of whether any shingles are available.

Parameters:

outputUnigramsIfNoShingles - Whether or not to output a single unigram when no shingles are available.

setMaxShingleSize

public void setMaxShingleSize(int maxShingleSize)

Set the max shingle size (default: 2)

Parameters:

maxShingleSize - max size of output shingles

setMinShingleSize

public void setMinShingleSize(int minShingleSize)

Set the min shingle size (default: 2).

This method requires that the passed in minShingleSize is not greater than maxShingleSize, so make sure that maxShingleSize is set before calling this method.

The unigram output option is independent of the min shingle size.

Parameters:

minShingleSize - min size of output shingles

setTokenSeparator

public void setTokenSeparator(String tokenSeparator)

Sets the string to use when joining adjacent tokens to form a shingle

Parameters:

tokenSeparator - used to separate input stream tokens in output shingles

setFillerToken

public void setFillerToken(String fillerToken)

Sets the string to insert for each position at which there is no token (i.e., when position increment is greater than one).

Parameters:

fillerToken - string to insert at each position where there is no token

incrementToken

public boolean incrementToken()
                       throws IOException

Specified by:

incrementToken in class TokenStream

Throws:

IOException

end

public void end()
         throws IOException

Overrides:

end in class TokenFilter

Throws:

IOException

reset

public void reset()
           throws IOException

Overrides:

reset in class TokenFilter

Throws:

IOException