
Crafting Relevance Models in SearchStax Studio
Relevance Models in SearchStax Studio are designed to improve the overall search experience by fine-tuning how Studio responds to search queries. Before diving into the configurations, set your goals.
Solr Service / Importing Data from PostgreSQL into Solr
Importing Data from PostgreSQL into Solr is part 2 of our 3-part series about importing data from our Solutions Engineer, Karan Singh. Part 1 covered Importing Data into Apache Solr.
Importing data from PostgreSQL into Solr is quite straightforward and we can use Data Import Handler to do it for us.
PostgreSQL supports JDBC, so configuring Data Import Handler only requires following:
Here are the steps to set up the Data Import Handler for PostgreSQL:
Add following tags under the <config> tag so that Solr picks up the Custom JARs
<lib dir=”${solr.install.dir:../../../..}/contrib/dataimporthandler/lib” regex=”.*\.jar” />
<lib dir=”${solr.install.dir:../../../..}/dist/” regex=”solr-dataimporthandler-.*\.jar” />
Define /dataimport request handler
<!– A request handler for data import handler –>
<requestHandler name=”/dataimport”
class=”org.apache.solr.handler.dataimport.DataImportHandler”>
<lst name=”defaults”>
<str name=”config”>data-config.xml</str>
</lst>
</requestHandler>
2. Create data-config.xml file in the same folder as solrconfig.xml, this file will contain the connection string, the query to get data, and the details about incoming fields.
<dataConfig>
<dataSource type=”JdbcDataSource” name=”imdb-title-rating” driver=”org.postgresql.Driver” url=”jdbc:postgresql://127.0.0.1:5432/imdb” user=”postgrestest” password=”test” />
<document name=”title_rating”>
<entity name=”rating” query=”SELECT * FROM title_ratings;”>
<field column=”tconst” name=”tconst” />
<field column=”averagerating” name=”averageRating” />
<field column=”numvotes” name=”numVotes” />
</entity>
</document>
</dataConfig>
3. Edit managed-schema file, or if it doesn’t exist, then create schema.xml file. The incoming fields defined in Step 2 need to be made recognizable by Solr. Every incoming field needs to be map it to the Solr recognizable datatype, so that it can parse the data.
When editing managed-schema file, then add the fields defined above –
<field name=”tconst” type=”string” indexed=”true” stored=”true” />
<field name=”averageRating” type=”tint” indexed=”true” stored=”true” />
<field name=”numVotes” type=”int” indexed=”true” stored=”true” />
<field name=”id” type=”string” indexed=”true” stored=”true” multiValued=”false” />
4. Download and copy jdbc driver jar for postgres to “contrib/dataimporthandler/lib” folder
SearchStax engineers have helped our clients import data from different sources into Apache Solr. If you’re interested in learning more about our hosted Solr solution and support, please reach out.
Using DIH requires following important configuration items:
SearchStax engineers have helped our clients import data from different sources into Apache Solr. If you’re interested in learning more about our hosted Solr solution and support, please reach out.
Relevance Models in SearchStax Studio are designed to improve the overall search experience by fine-tuning how Studio responds to search queries. Before diving into the configurations, set your goals.
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