mirror of
https://github.com/silverstripe/silverstripe-fulltextsearch
synced 2024-10-22 14:05:29 +02:00
1683f776bd
API Incremental clear and re-index of records rather than clearing all records from SolrIndex up front
418 lines
15 KiB
Markdown
418 lines
15 KiB
Markdown
# Solr connector for SilverStripe fulltextsearch module
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## Introduction
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The fulltextsearch module includes support for connecting to Solr.
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It works with Solr in multi-core mode. It needs to be able to update Solr configuration files, and has modes for
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doing this by direct file access (when Solr shares a server with SilverStripe) and by WebDAV (when it's on a different
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server).
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See the helpful [Solr Tutorial](http://lucene.apache.org/solr/4_5_1/tutorial.html), for more on cores
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and querying.
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## Requirements
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Since Solr is Java based, it requires Java 1.5 or greater installed.
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When you're installing it yourself, it also requires a servlet container such as Tomcat, Jetty, or Resin. For
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development testing there is a standalone version that comes bundled with Jetty (see below).
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See the official [Solr installation docs](http://wiki.apache.org/solr/SolrInstall) for more information.
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Note that these requirements are for the Solr server environment, which doesn't have to be the same physical machine
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as the SilverStripe webhost.
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## Installation (Local)
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#### Get the Solr server
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composer require silverstripe/fulltextsearch-localsolr 4.5.1.x-dev
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#### Start the server (via CLI, in a separate terminal window or background process)
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cd fulltextsearch-localsolr/server/
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java -jar start.jar
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#### Configure the fulltextsearch Solr component to use the local server
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Configure Solr in file mode. The 'path' directory has to be writeable
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by the user the Solr search server is started with (see below).
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// File: mysite/_config.php:
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<?php
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Solr::configure_server(array(
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'host' => 'localhost',
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'indexstore' => array(
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'mode' => 'file',
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'path' => BASE_PATH . '/.solr'
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)
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));
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Note: We recommend to put the `indexstore.path` directory outside of the webroot.
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If you place it inside of the webroot (as shown in the example),
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please ensure its contents are not accessible through the webserver.
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This can be achieved by server configuration, or (in most configurations)
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also by marking the folder as hidden via a "dot" prefix.
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#### Create an index
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// File: mysite/code/MyIndex.php:
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<?php
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class MyIndex extends SolrIndex {
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function init() {
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$this->addClass('Page');
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$this->addAllFulltextFields();
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}
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}
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#### Initialize the configuration (via CLI)
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sake dev/tasks/Solr_Configure
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Based on the sample configuration above, this command will do the following:
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- Create a `<BASE_PATH>/.solr/MyIndex` folder
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- Copy configuration files from `fulltextsearch/conf/extras/` to `<BASE_PATH>/.solr/MyIndex/conf`
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- Generate a `schema.xml`, and place it it in `<BASE_PATH>/.solr/MyIndex/conf`
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If you call the `Solr_configure` task with an existing index folder,
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it will overwrite all files from their default locations,
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regenerate the `schema.xml`, and ask Solr to reload the configuration.
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## Usage
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After configuring Solr, you have the option to add your existing
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content to its indices. Run the following command:
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sake dev/tasks/Solr_Reindex
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This will delete and rebuild all indices. Depending on your data,
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this can take anywhere from minutes to hours.
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Keep in mind that the normal mode of updating indices is
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based on ORM manipulations of the underlying data.
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For example, calling `$myPage->write()` will automatically
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update the index entry for this record (and all its variants).
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This task has the following options:
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- `verbose`: Debug information
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Internally, depending on what job processing backend you have configured (such as queuedjobs)
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individual tasks for re-indexing groups of records may either be performed behind the scenes
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as crontasks, or via separate processes initiated by the current request.
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Internally groups of records are grouped into sizes of 200. You can configure this
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group sizing by using the `Solr_Reindex.recordsPerRequest` config.
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:::yaml
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Solr_Reindex:
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recordsPerRequest: 150
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Note: The Solr indexes will be stored as binary files inside your SilverStripe project.
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You can also copy the `thirdparty/` solr directory somewhere else,
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just set the `path` value in `mysite/_config.php` to point to the new location.
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### File-based configuration (solrconfig.xml etc)
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Many aspects of Solr are configured outside of the `schema.xml` file
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which SilverStripe generates based on the index PHP file.
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For example, stopwords are placed in their own `stopwords.txt` file,
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and spell checks are configured in `solrconfig.xml`.
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By default, these files are copied from the `fulltextsearch/conf/extras/`
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directory over to the new index location. In order to use your own files,
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copy these files into a location of your choosing (for example `mysite/data/solr/`),
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and tell Solr to use this folder with the `extraspath` configuration setting.
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// mysite/_config.php
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Solr::configure_server(array(
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// ...
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'extraspath' => Director::baseFolder() . '/mysite/data/solr/',
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));
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Please run the `Solr_configure` task for the changes to take effect.
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Note: You can also define those on an index-by-index basis by
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implementing `SolrIndex->getExtrasPath()`.
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### Custom Types
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Solr supports custom field type definitions which are written to its XML schema.
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Many standard ones are already included in the default schema.
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As the XML file is generated dynamically, we can add our own types
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by overloading the template responsible for it: `types.ss`.
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In the following example, we read out type definitions
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from a new file `mysite/solr/templates/types.ss` instead:
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<?php
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class MyIndex extends SolrIndex {
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function getTypes() {
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return $this->renderWith(Director::baseFolder() . '/mysite/solr/templates/types.ss');
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}
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}
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### Spell Checking ("Did you mean...")
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Solr has various spell checking strategies (see the ["SpellCheckComponent" docs](http://wiki.apache.org/solr/SpellCheckComponent)), all of which are configured through `solrconfig.xml`.
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In the default config which is copied into your index,
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spell checking data is collected from all fulltext fields
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(everything you added through `SolrIndex->addFulltextField()`).
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The values of these fields are collected in a special `_text` field.
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$index = new MyIndex();
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$query = new SearchQuery();
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$query->search('My Term');
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$params = array('spellcheck' => 'true', 'spellcheck.collate' => 'true');
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$results = $index->search($query, -1, -1, $params);
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$results->spellcheck
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The built-in `_text` data is better than nothing, but also has some problems:
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Its heavily processed, for example by stemming filters which butcher words.
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So misspelling "Govnernance" will suggest "govern" rather than "Governance".
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This can be fixed by aggregating spell checking data in a separate
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<?php
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class MyIndex extends SolrIndex {
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function init() {
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// ...
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$this->addCopyField('SiteTree_Title', 'spellcheckData');
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$this->addCopyField('DMSDocument_Title', 'spellcheckData');
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$this->addCopyField('SiteTree_Content', 'spellcheckData');
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$this->addCopyField('DMSDocument_Content', 'spellcheckData');
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}
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// ...
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function getFieldDefinitions() {
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$xml = parent::getFieldDefinitions();
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$xml .= "\n\n\t\t<!-- Additional custom fields for spell checking -->";
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$xml .= "\n\t\t<field name='spellcheckData' type='textSpellHtml' indexed='true' stored='false' multiValued='true' />";
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return $xml;
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}
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}
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Now you need to tell solr to use our new field for gathering spelling data.
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In order to customize the spell checking configuration,
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create your own `solrconfig.xml` (see "File-based configuration").
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In there, change the following directive:
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<!-- ... -->
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<searchComponent name="spellcheck" class="solr.SpellCheckComponent">
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<!-- ... -->
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<str name="field">spellcheckData</str>
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</searchComponent
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Don't forget to copy the new configuration via a call to the `Solr_Configure`
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task, and reindex your data before using the spell checker.
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### Limiting search fields
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Solr has a way of specifying which fields to search on. You specify these
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fields as a parameter to `SearchQuery`.
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In the following example, we're telling Solr to *only* search the
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`Title` and `Content` fields. Note that the fields must be specified in
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the search parameters as "composite fields", which means they should be
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specified in the form of `{table}_{field}`.
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These fields are defined in the schema.xml file that gets sent to Solr.
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$query = new SearchQuery();
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$query->classes = array(array('class' => 'Page', 'includeSubclasses' => true));
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$query->search('someterms', array('SiteTree_Title', 'SiteTree_Content'));
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$result = singleton('SolrSearchIndex')->search($query, -1, -1);
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// the request to Solr would be:
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// q=(SiteTree_Title:Lorem+OR+SiteTree_Content:Lorem)
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### Configuring boosts
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There are several ways in which you can configure boosting on search fields or terms.
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#### Boosting on search query
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Solr has a way of specifying which fields should be boosted as a parameter to `SearchQuery`.
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This means if you boost a certain field, search query matches on that field will be considered
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higher relevance than other fields with matches, and therefore those results will be closer
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to the top of the results.
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In this example, we enter "Lorem" as the search term, and boost the `Content` field:
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$query = new SearchQuery();
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$query->classes = array(array('class' => 'Page', 'includeSubclasses' => true));
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$query->search('Lorem', null, array('SiteTree_Content' => 2));
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$result = singleton('SolrSearchIndex')->search($query, -1, -1);
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// the request to Solr would be:
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// q=SiteTree_Content:Lorem^2
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More information on [relevancy on the Solr wiki](http://wiki.apache.org/solr/SolrRelevancyFAQ).
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### Boosting on index fields
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Boost values for specific can also be specified directly on the `SolrIndex` class directly.
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The following methods can be used to set one or more boosted fields:
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* `SolrIndex::addBoostedField` Adds a field with a specific boosted value (defaults to 2)
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* `SolrIndex::setFieldBoosting` If a field has already been added to an index, the boosting
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value can be customised, changed, or reset for a single field.
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* `SolrIndex::addFulltextField` A boost can be set for a field using the `$extraOptions` parameter
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with the key `boost` assigned to the desired value.
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For example:
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:::php
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class SolrSearchIndex extends SolrIndex {
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public function init() {
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$this->addClass('SiteTree');
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$this->addAllFulltextFields();
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$this->addFilterField('ShowInSearch');
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this->addBoostedField('Title', null, array(), 1.5);
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this->setFieldBoosting('SiteTree_SearchBoost', 2);
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}
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}
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### Custom Types
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Solr supports custom field type definitions which are written to its XML schema.
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Many standard ones are already included in the default schema.
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As the XML file is generated dynamically, we can add our own types
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by overloading the template responsible for it: `types.ss`.
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In the following example, we read out type definitions
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from a new file `mysite/solr/templates/types.ss` instead:
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<?php
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class MyIndex extends SolrIndex {
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function getTemplatesPath() {
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return Director::baseFolder() . '/mysite/solr/templates/';
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}
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}
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### Highlighting
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Solr can highlight the searched terms in context of the matched content,
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to help users determine the relevancy of results (e.g. in which part of a sentence
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the term is used). In order to use this feature, the full content of the
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field to be highlighted needs to be stored in the index,
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by declaring it through `addStoredField()`.
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<?php
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class MyIndex extends SolrIndex {
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function init() {
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$this->addClass('Page');
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$this->addAllFulltextFields();
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$this->addStoredField('Content');
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}
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}
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To search with highlighting enabled, you need to pass in a custom query parameter.
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There's a lot more parameters to tweak results on the [Solr Wiki](http://wiki.apache.org/solr/HighlightingParameters).
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$index = new MyIndex();
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$query = new SearchQuery();
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$query->search('My Term');
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$results = $index->search($query, -1, -1, array('hl' => 'true'));
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Each result will automatically contain an "Excerpt" property
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which you can use in your own results template.
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The searched term is highlighted with an `<em>` tag by default.
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Note: It is recommended to strip out all HTML tags and convert entities on the indexed content,
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to avoid matching HTML attributes, and cluttering highlighted content with unparsed HTML.
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### Adding Analyzers, Tokenizers and Token Filters
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When a document is indexed, its individual fields are subject to the analyzing and tokenizing filters that can transform and normalize the data in the fields. For example — removing blank spaces, removing html code, stemming, removing a particular character and replacing it with another
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(see [Solr Wiki](http://wiki.apache.org/solr/AnalyzersTokenizersTokenFilters)).
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Example: Replace synonyms on indexing (e.g. "i-pad" with "iPad")
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<?php
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class MyIndex extends SolrIndex {
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function init() {
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$this->addClass('Page');
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$this->addField('Content');
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$this->addAnalyzer('Content', 'filter', array('class' => 'solr.SynonymFilterFactory'));
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}
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}
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// Generates the following XML schema definition:
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// <field name="Page_Content" ...>
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// <filter class="solr.SynonymFilterFactory" synonyms="syn.txt" ignoreCase="true" expand="false"/>
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// </field>
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### Text Extraction
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Solr provides built-in text extraction capabilities for PDF and Office documents,
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and numerous other formats, through the `ExtractingRequestHandler` API
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(see http://wiki.apache.org/solr/ExtractingRequestHandler).
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If you're using a default Solr installation, it's most likely already
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bundled and set up. But if you plan on running the Solr server integrated
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into this module, you'll need to download the libraries and link the first.
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wget http://archive.apache.org/dist/lucene/solr/3.1.0/apache-solr-3.1.0.tgz
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mkdir tmp
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tar -xvzf apache-solr-3.1.0.tgz
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mkdir .solr/PageSolrIndexboot/dist
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mkdir .solr/PageSolrIndexboot/contrib
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cp apache-solr-3.1.0/dist/apache-solr-cell-3.1.0.jar .solr/PageSolrIndexboot/dist/
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cp -R apache-solr-3.1.0/contrib/extraction .solr/PageSolrIndexboot/contrib/
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rm -rf apache-solr-3.1.0 apache-solr-3.1.0.tgz
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Create a custom `solrconfig.xml` (see "File-based configuration").
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Add the following XML configuration.
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<lib dir="./contrib/extraction/lib/" />
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<lib dir="./dist" />
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Now apply the configuration:
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sake dev/tasks/Solr_configure
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Now you can use Solr text extraction either directly through the HTTP API,
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or indirectly through the ["textextraction" module](https://github.com/silverstripe-labs/silverstripe-textextraction).
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## Debugging
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### Using the web admin interface
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You can visit `http://localhost:8983/solr`, which will show you a list
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to the admin interfaces of all available indices.
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There you can search the contents of the index via the native SOLR web interface.
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It is possible to manually replicate the data automatically sent
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to Solr when saving/publishing in SilverStripe,
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which is useful when debugging front-end queries,
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see `thirdparty/fulltextsearch/server/silverstripe-solr-test.xml`.
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java -Durl=http://localhost:8983/solr/MyIndex/update/ -Dtype=text/xml -jar post.jar silverstripe-solr-test.xml
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## FAQ
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### How do I use date ranges where dates might not be defined?
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The Solr index updater only includes dates with values,
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so the field might not exist in all your index entries.
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A simple bounded range query (`<field>:[* TO <date>]`) will fail in this case.
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In order to query the field, reverse the search conditions and exclude the ranges you don't want:
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// Wrong: Filter will ignore all empty field values
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$myQuery->filter(<field>, new SearchQuery_Range('*', <date>));
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// Better: Exclude the opposite range
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$myQuery->exclude(<field>, new SearchQuery_Range(<date>, '*'));
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