The Zend_Search_Lucene_Analysis_Analyzer
class is used by the
indexer to tokenize document text fields.
The Zend_Search_Lucene_Analysis_Analyzer::getDefault()
and
Zend_Search_Lucene_Analysis_Analyzer::setDefault()
methods are used
to get and set the default analyzer.
You can assign your own text analyzer or choose it from the set of predefined analyzers:
Zend_Search_Lucene_Analysis_Analyzer_Common_Text
and
Zend_Search_Lucene_Analysis_Analyzer_Common_Text_CaseInsensitive
(default). Both of them interpret tokens as sequences of letters.
Zend_Search_Lucene_Analysis_Analyzer_Common_Text_CaseInsensitive
converts all tokens to lower case.
To switch between analyzers:
Zend_Search_Lucene_Analysis_Analyzer::setDefault( new Zend_Search_Lucene_Analysis_Analyzer_Common_Text()); ... $index->addDocument($doc);
The Zend_Search_Lucene_Analysis_Analyzer_Common
class is designed
to be an ancestor of all user defined analyzers. User should only define the
reset()
and nextToken()
methods, which
takes its string from the $_input member and returns tokens one by one (a
NULL
value indicates the end of the stream).
The nextToken()
method should call the
normalize()
method on each token. This will allow you to use
token filters with your analyzer.
Here is an example of a custom analyzer, which accepts words with digits as terms:
Example 685. Custom text Analyzer
/** * Here is a custom text analyser, which treats words with digits as * one term */ class My_Analyzer extends Zend_Search_Lucene_Analysis_Analyzer_Common { private $_position; /** * Reset token stream */ public function reset() { $this->_position = 0; } /** * Tokenization stream API * Get next token * Returns null at the end of stream * * @return Zend_Search_Lucene_Analysis_Token|null */ public function nextToken() { if ($this->_input === null) { return null; } while ($this->_position < strlen($this->_input)) { // skip white space while ($this->_position < strlen($this->_input) && !ctype_alnum( $this->_input[$this->_position] )) { $this->_position++; } $termStartPosition = $this->_position; // read token while ($this->_position < strlen($this->_input) && ctype_alnum( $this->_input[$this->_position] )) { $this->_position++; } // Empty token, end of stream. if ($this->_position == $termStartPosition) { return null; } $token = new Zend_Search_Lucene_Analysis_Token( substr($this->_input, $termStartPosition, $this->_position - $termStartPosition), $termStartPosition, $this->_position); $token = $this->normalize($token); if ($token !== null) { return $token; } // Continue if token is skipped } return null; } } Zend_Search_Lucene_Analysis_Analyzer::setDefault( new My_Analyzer());
The Zend_Search_Lucene_Analysis_Analyzer_Common
analyzer also
offers a token filtering mechanism.
The Zend_Search_Lucene_Analysis_TokenFilter
class provides an
abstract interface for such filters. Your own filters should extend this class either
directly or indirectly.
Any custom filter must implement the normalize()
method which
may transform input token or signal that the current token should be skipped.
There are three filters already defined in the analysis subpackage:
-
Zend_Search_Lucene_Analysis_TokenFilter_LowerCase
-
Zend_Search_Lucene_Analysis_TokenFilter_ShortWords
-
Zend_Search_Lucene_Analysis_TokenFilter_StopWords
The LowerCase
filter is already used for
Zend_Search_Lucene_Analysis_Analyzer_Common_Text_CaseInsensitive
analyzer by default.
The ShortWords
and StopWords
filters may be used with
pre-defined or custom analyzers like this:
$stopWords = array('a', 'an', 'at', 'the', 'and', 'or', 'is', 'am'); $stopWordsFilter = new Zend_Search_Lucene_Analysis_TokenFilter_StopWords($stopWords); $analyzer = new Zend_Search_Lucene_Analysis_Analyzer_Common_TextNum_CaseInsensitive(); $analyzer->addFilter($stopWordsFilter); Zend_Search_Lucene_Analysis_Analyzer::setDefault($analyzer);
$shortWordsFilter = new Zend_Search_Lucene_Analysis_TokenFilter_ShortWords(); $analyzer = new Zend_Search_Lucene_Analysis_Analyzer_Common_TextNum_CaseInsensitive(); $analyzer->addFilter($shortWordsFilter); Zend_Search_Lucene_Analysis_Analyzer::setDefault($analyzer);
The Zend_Search_Lucene_Analysis_TokenFilter_StopWords
constructor
takes an array of stop-words as an input. But stop-words may be also loaded from a file:
$stopWordsFilter = new Zend_Search_Lucene_Analysis_TokenFilter_StopWords(); $stopWordsFilter->loadFromFile($my_stopwords_file); $analyzer = new Zend_Search_Lucene_Analysis_Analyzer_Common_TextNum_CaseInsensitive(); $analyzer->addFilter($stopWordsFilter); Zend_Search_Lucene_Analysis_Analyzer::setDefault($analyzer);
This file should be a common text file with one word in each line. The '#' character marks a line as a comment.
The Zend_Search_Lucene_Analysis_TokenFilter_ShortWords
constructor has one optional argument. This is the word length limit, set by default to
2.
The score of a document d
for a query q
is defined as follows:
score(q,d) = sum( tf(t in d) * idf(t) * getBoost(t.field in d) *
lengthNorm(t.field in d) ) * coord(q,d) * queryNorm(q)
tf(t in d) - Zend_Search_Lucene_Search_Similarity::tf($freq)
-
a score factor based on the frequency of a term or phrase in a document.
idf(t) - Zend_Search_Lucene_Search_Similarity::idf($input,
$reader)
- a score factor for a simple term with the specified index.
getBoost(t.field in d) - the boost factor for the term field.
lengthNorm($term) - the normalization value for a field given the total number of terms contained in a field. This value is stored within the index. These values, together with field boosts, are stored in an index and multiplied into scores for hits on each field by the search code.
Matches in longer fields are less precise, so implementations of this method usually return smaller values when numTokens is large, and larger values when numTokens is small.
coord(q,d) - Zend_Search_Lucene_Search_Similarity::coord($overlap,
$maxOverlap)
- a score factor based on the fraction of all query terms
that a document contains.
The presence of a large portion of the query terms indicates a better match with the query, so implementations of this method usually return larger values when the ratio between these parameters is large and smaller values when the ratio between them is small.
queryNorm(q) - the normalization value for a query given the sum of the squared weights of each of the query terms. This value is then multiplied into the weight of each query term.
This does not affect ranking, but rather just attempts to make scores from different queries comparable.
The scoring algorithm can be customized by defining your own Similarity class. To do
this extend the Zend_Search_Lucene_Search_Similarity
class as
defined below, then use the
Zend_Search_Lucene_Search_Similarity::setDefault($similarity);
method to set it as default.
class MySimilarity extends Zend_Search_Lucene_Search_Similarity { public function lengthNorm($fieldName, $numTerms) { return 1.0/sqrt($numTerms); } public function queryNorm($sumOfSquaredWeights) { return 1.0/sqrt($sumOfSquaredWeights); } public function tf($freq) { return sqrt($freq); } /** * It's not used now. Computes the amount of a sloppy phrase match, * based on an edit distance. */ public function sloppyFreq($distance) { return 1.0; } public function idfFreq($docFreq, $numDocs) { return log($numDocs/(float)($docFreq+1)) + 1.0; } public function coord($overlap, $maxOverlap) { return $overlap/(float)$maxOverlap; } } $mySimilarity = new MySimilarity(); Zend_Search_Lucene_Search_Similarity::setDefault($mySimilarity);
The abstract class Zend_Search_Lucene_Storage_Directory
defines
directory functionality.
The Zend_Search_Lucene
constructor uses either a string or a
Zend_Search_Lucene_Storage_Directory
object as an input.
The Zend_Search_Lucene_Storage_Directory_Filesystem
class
implements directory functionality for a file system.
If a string is used as an input for the Zend_Search_Lucene
constructor, then the index reader (Zend_Search_Lucene
object)
treats it as a file system path and instantiates the
Zend_Search_Lucene_Storage_Directory_Filesystem
object.
You can define your own directory implementation by extending the
Zend_Search_Lucene_Storage_Directory
class.
Zend_Search_Lucene_Storage_Directory
methods:
abstract class Zend_Search_Lucene_Storage_Directory { /** * Closes the store. * * @return void */ abstract function close(); /** * Creates a new, empty file in the directory with the given $filename. * * @param string $name * @return void */ abstract function createFile($filename); /** * Removes an existing $filename in the directory. * * @param string $filename * @return void */ abstract function deleteFile($filename); /** * Returns true if a file with the given $filename exists. * * @param string $filename * @return boolean */ abstract function fileExists($filename); /** * Returns the length of a $filename in the directory. * * @param string $filename * @return integer */ abstract function fileLength($filename); /** * Returns the UNIX timestamp $filename was last modified. * * @param string $filename * @return integer */ abstract function fileModified($filename); /** * Renames an existing file in the directory. * * @param string $from * @param string $to * @return void */ abstract function renameFile($from, $to); /** * Sets the modified time of $filename to now. * * @param string $filename * @return void */ abstract function touchFile($filename); /** * Returns a Zend_Search_Lucene_Storage_File object for a given * $filename in the directory. * * @param string $filename * @return Zend_Search_Lucene_Storage_File */ abstract function getFileObject($filename); }
The getFileObject($filename)
method of a
Zend_Search_Lucene_Storage_Directory
instance returns a
Zend_Search_Lucene_Storage_File
object.
The Zend_Search_Lucene_Storage_File
abstract class implements
file abstraction and index file reading primitives.
You must also extend Zend_Search_Lucene_Storage_File
for your
directory implementation.
Only two methods of Zend_Search_Lucene_Storage_File
must be
overridden in your implementation:
class MyFile extends Zend_Search_Lucene_Storage_File { /** * Sets the file position indicator and advances the file pointer. * The new position, measured in bytes from the beginning of the file, * is obtained by adding offset to the position specified by whence, * whose values are defined as follows: * SEEK_SET - Set position equal to offset bytes. * SEEK_CUR - Set position to current location plus offset. * SEEK_END - Set position to end-of-file plus offset. (To move to * a position before the end-of-file, you need to pass a negative value * in offset.) * Upon success, returns 0; otherwise, returns -1 * * @param integer $offset * @param integer $whence * @return integer */ public function seek($offset, $whence=SEEK_SET) { ... } /** * Read a $length bytes from the file and advance the file pointer. * * @param integer $length * @return string */ protected function _fread($length=1) { ... } }