Query Language

Java Lucene and Zend_Search_Lucene provide quite powerful query languages.

These languages are mostly the same with some minor differences, which are mentioned below.

Full Java Lucene query language syntax documentation can be found ยป here.

Terms

A query is broken up into terms and operators. There are three types of terms: Single Terms, Phrases, and Subqueries.

A Single Term is a single word such as "test" or "hello".

A Phrase is a group of words surrounded by double quotes such as "hello dolly".

A Subquery is a query surrounded by parentheses such as "(hello dolly)".

Multiple terms can be combined together with boolean operators to form complex queries (see below).

Fields

Lucene supports fields of data. When performing a search you can either specify a field, or use the default field. The field names depend on indexed data and default field is defined by current settings.

The first and most significant difference from Java Lucene is that terms are searched through all fields by default.

There are two static methods in the Zend_Search_Lucene class which allow the developer to configure these settings:

  1. $defaultSearchField = Zend_Search_Lucene::getDefaultSearchField();
  2. ...
  3. Zend_Search_Lucene::setDefaultSearchField('contents');

The NULL value indicated that the search is performed across all fields. It's the default setting.

You can search specific fields by typing the field name followed by a colon ":" followed by the term you are looking for.

As an example, let's assume a Lucene index contains two fields- title and text- with text as the default field. If you want to find the document entitled "The Right Way" which contains the text "don't go this way", you can enter:

  1. title:"The Right Way" AND text:go

or

  1. title:"Do it right" AND go

Because "text" is the default field, the field indicator is not required.

Note: The field is only valid for the term, phrase or subquery that it directly precedes, so the query

  1. title:Do it right

Will only find "Do" in the title field. It will find "it" and "right" in the default field (if the default field is set) or in all indexed fields (if the default field is set to NULL).

Wildcards

Lucene supports single and multiple character wildcard searches within single terms (but not within phrase queries).

To perform a single character wildcard search use the "?" symbol.

To perform a multiple character wildcard search use the "*" symbol.

The single character wildcard search looks for string that match the term with the "?" replaced by any single character. For example, to search for "text" or "test" you can use the search:

  1. te?t

Multiple character wildcard searches look for 0 or more characters when matching strings against terms. For example, to search for test, tests or tester, you can use the search:

  1. test*

You can use "?", "*" or both at any place of the term:

  1. *wr?t*

It searches for "write", "wrote", "written", "rewrite", "rewrote" and so on.

Starting from ZF 1.7.7 wildcard patterns need some non-wildcard prefix. Default prefix length is 3 (like in Java Lucene). So "*", "te?t", "*wr?t*" terms will cause an exception [1] Zend_Search_Lucene_Search_QueryParserExceptionZend_Search_Lucene_Exception .

It can be altered using Zend_Search_Lucene_Search_Query_Wildcard::getMinPrefixLength() and Zend_Search_Lucene_Search_Query_Wildcard::setMinPrefixLength() methods.

Term Modifiers

Lucene supports modifying query terms to provide a wide range of searching options.

"~" modifier can be used to specify proximity search for phrases or fuzzy search for individual terms.

Range Searches

Range queries allow the developer or user to match documents whose field(s) values are between the lower and upper bound specified by the range query. Range Queries can be inclusive or exclusive of the upper and lower bounds. Sorting is performed lexicographically.

  1. mod_date:[20020101 TO 20030101]

This will find documents whose mod_date fields have values between 20020101 and 20030101, inclusive. Note that Range Queries are not reserved for date fields. You could also use range queries with non-date fields:

  1. title:{Aida TO Carmen}

This will find all documents whose titles would be sorted between Aida and Carmen, but not including Aida and Carmen.

Inclusive range queries are denoted by square brackets. Exclusive range queries are denoted by curly brackets.

If field is not specified then Zend_Search_Lucene searches for specified interval through all fields by default.

  1. {Aida TO Carmen}

Fuzzy Searches

Zend_Search_Lucene as well as Java Lucene supports fuzzy searches based on the Levenshtein Distance, or Edit Distance algorithm. To do a fuzzy search use the tilde, "~", symbol at the end of a Single word Term. For example to search for a term similar in spelling to "roam" use the fuzzy search:

  1. roam~

This search will find terms like foam and roams. Additional (optional) parameter can specify the required similarity. The value is between 0 and 1, with a value closer to 1 only terms with a higher similarity will be matched. For example:

  1. roam~0.8

The default that is used if the parameter is not given is 0.5.

Matched terms limitation

Wildcard, range and fuzzy search queries may match too many terms. It may cause incredible search performance downgrade.

So Zend_Search_Lucene sets a limit of matching terms per query (subquery). This limit can be retrieved and set using Zend_Search_Lucene::getTermsPerQueryLimit() and Zend_Search_Lucene::setTermsPerQueryLimit($limit) methods.

Default matched terms per query limit is 1024.

Boosting a Term

Java Lucene and Zend_Search_Lucene provide the relevance level of matching documents based on the terms found. To boost the relevance of a term use the caret, "^", symbol with a boost factor (a number) at the end of the term you are searching. The higher the boost factor, the more relevant the term will be.

Boosting allows you to control the relevance of a document by boosting individual terms. For example, if you are searching for

  1. PHP framework

and you want the term "PHP" to be more relevant boost it using the ^ symbol along with the boost factor next to the term. You would type:

  1. PHP^4 framework

This will make documents with the term PHP appear more relevant. You can also boost phrase terms and subqueries as in the example:

  1. "PHP framework"^4 "Zend Framework"

By default, the boost factor is 1. Although the boost factor must be positive, it may be less than 1 (e.g. 0.2).

Boolean Operators

Boolean operators allow terms to be combined through logic operators. Lucene supports AND, "+", OR, NOT and "-" as Boolean operators. Java Lucene requires boolean operators to be ALL CAPS. Zend_Search_Lucene does not.

AND, OR, and NOT operators and "+", "-" defines two different styles to construct boolean queries. Unlike Java Lucene, Zend_Search_Lucene doesn't allow these two styles to be mixed.

If the AND/OR/NOT style is used, then an AND or OR operator must be present between all query terms. Each term may also be preceded by NOT operator. The AND operator has higher precedence than the OR operator. This differs from Java Lucene behavior.

AND

The AND operator means that all terms in the "AND group" must match some part of the searched field(s).

To search for documents that contain "PHP framework" and "Zend Framework" use the query:

  1. "PHP framework" AND "Zend Framework"

OR

The OR operator divides the query into several optional terms.

To search for documents that contain "PHP framework" or "Zend Framework" use the query:

  1. "PHP framework" OR "Zend Framework"

NOT

The NOT operator excludes documents that contain the term after NOT. But an "AND group" which contains only terms with the NOT operator gives an empty result set instead of a full set of indexed documents.

To search for documents that contain "PHP framework" but not "Zend Framework" use the query:

  1. "PHP framework" AND NOT "Zend Framework"

&&, ||, and ! may be used instead of AND, OR, and NOT notation.

+

The "+" or required operator stipulates that the term after the "+" symbol must match the document.

To search for documents that must contain "Zend" and may contain "Framework" use the query:

  1. +Zend Framework

-

The "-" or prohibit operator excludes documents that match the term after the "-" symbol.

To search for documents that contain "PHP framework" but not "Zend Framework" use the query:

  1. "PHP framework" -"Zend Framework"

No Operator

If no operator is used, then the search behavior is defined by the "default boolean operator".

This is set to 'OR' by default.

That implies each term is optional by default. It may or may not be present within document, but documents with this term will receive a higher score.

To search for documents that requires "PHP framework" and may contain "Zend Framework" use the query:

  1. +"PHP framework" "Zend Framework"

The default boolean operator may be set or retrieved with the Zend_Search_Lucene_Search_QueryParser::setDefaultOperator($operator) and Zend_Search_Lucene_Search_QueryParser::getDefaultOperator() methods, respectively.

These methods operate with the Zend_Search_Lucene_Search_QueryParser::B_AND and Zend_Search_Lucene_Search_QueryParser::B_OR constants.

Grouping

Java Lucene and Zend_Search_Lucene support using parentheses to group clauses to form sub queries. This can be useful if you want to control the precedence of boolean logic operators for a query or mix different boolean query styles:

  1. +(framework OR library) +php

Zend_Search_Lucene supports subqueries nested to any level.

Field Grouping

Lucene also supports using parentheses to group multiple clauses to a single field.

To search for a title that contains both the word "return" and the phrase "pink panther" use the query:

  1. title:(+return +"pink panther")

Escaping Special Characters

Lucene supports escaping special characters that are used in query syntax. The current list of special characters is:

+ - && || ! ( ) { } [ ] ^ " ~ * ? : \

+ and - inside single terms are automatically treated as common characters.

For other instances of these characters use the \ before each special character you'd like to escape. For example to search for (1+1):2 use the query:

  1. \(1\+1\)\:2
[1] Please note, that it's not a , but a . It's thrown during query rewrite (execution) operation.
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