How to import Snowflake Data into Apache Solr

The Apache Solr platform is a popular, blazing-fast, open source enterprise search solution built on Apache Lucene.

Apache Solr is equipped with the Data Import Handler (DIH), which can import data from databases and, XML, CSV, and JSON files. When paired with the CData JDBC Driver for Snowflake, you can easily import Snowflake data to Apache Solr. In this article, we show step-by-step how to use CData JDBC Driver in Apache Solr Data Import Handler and import Snowflake data for use in enterprise search.

Getting Started

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Create an Apache Solr Core and a Schema for Importing Snowflake

1. Run Apache Solr and create a Core.

   > solr create -c CDataCore

   For this article, Solr is running as a standalone instance in the local environment and you can access the core at this URL: http://localhost:8983/solr/#/CDataCore/core-overview
2. Create a schema consisting of "field" objects to represent the columns of the Snowflake data to be imported and a unique key for the entity. LastModifiedDate, if it exists in Snowflake, is used for incremental updates. If it does not exist, you cannot do the deltaquery in the later section. Save the schema in the managed-schema file created by Apache Solr.

	SnowflakeUniqueKey
	
	
	
	
	
	
	
	 
	

👁 Define schema in Solr for Snowflake data.

3. Install the CData Snowflake JDBC Driver. Copy the JAR and license file (cdata.snowflake.jar and cdata.jdbc.snowflake.lic) to the Solr directory.
   
   • CData JDBC JAR file: C:\Program Files\CData\CData JDBC Driver for Snowflake ####\lib
   • Apache Solr: solr-8.5.2\server\lib

Now we are ready to use Snowflake data in Solr.

Define an Import of Snowflake to Apache Solr

In this section, we walk through configuring the Data Import Handler.

1. Modify the Config file of the created Core. Add the JAR file reference and add the DIH RequestHander definition.

   	
   
   	<lib dir="${solr.install.dir:../../../..}/dist/" regex="solr-dataimporthandler-.*\.jar" />
   
   	<requestHandler name="/dataimport" class="org.apache.solr.handler.dataimport.DataImportHandler">
   		<lst name="defaults">
   			<str name="config">solr-data-config.xml</str>
   		</lst>
   	</requestHandler>

2. Next, create a solr-data-config.xml at the same level. In this article, we retrieve a table from Snowflake, but you can use a custom SQL query to request data as well. The Driver Class and a sample JDBC Connection string are in the sample code below.

   	
   	<dataConfig>
   		<dataSource driver="cdata.jdbc.snowflake.SnowflakeDriver" url="jdbc:snowflake:Authscheme=Password;URL=https://myaccount.snowflakecomputing.com;User=Admin;Password=test123;Server=localhost;Database=Northwind;Warehouse=TestWarehouse;Account=Tester1;MFACode=YourMFACode">
   		</dataSource> 
   		<document> 
   			<entity name="Products" 
   				query="SELECT Id,SnowflakeColumn1,SnowflakeColumn2,SnowflakeColumn3,SnowflakeColumn4,SnowflakeColumn5,SnowflakeColumn6,SnowflakeColumn7,LastModifiedDate FROM Products"
   				deltaQuery="SELECT Id FROM Products where LastModifiedDate >= '${dataimporter.last_index_time}'"
   				deltaImportQuery="SELECT Id,SnowflakeColumn1,SnowflakeColumn2,SnowflakeColumn3,SnowflakeColumn4,SnowflakeColumn5,SnowflakeColumn6,SnowflakeColumn7,LastModifiedDate FROM Products where Id=${dataimporter.delta.Id}">
   				<field column="Id" name="Id" ></field>
   				<field column="SnowflakeColumn1" name="SnowflakeColumn1" ></field>
   				<field column="SnowflakeColumn2" name="SnowflakeColumn2" ></field>
   				<field column="SnowflakeColumn3" name="SnowflakeColumn3" ></field>
   				<field column="SnowflakeColumn4" name="SnowflakeColumn4" ></field>
   				<field column="SnowflakeColumn5" name="SnowflakeColumn5" ></field>
   				<field column="SnowflakeColumn6" name="SnowflakeColumn6" ></field>
   				<field column="SnowflakeColumn7" name="SnowflakeColumn7" ></field>
   				<field column="LastModifiedDate" name="LastModifiedDate" ></field> 
   			</entity>
   		</document>
   	</dataConfig>

3. In the query section, set the SQL query that select the data from Snowflake. deltaQuery and deltaImportquery define the ID and the conditions when using incremental updates from the second import of the same entity.
4. After all settings are done, restart Solr.

   	> solr stop -all
   	> solr start
   	

Run a DataImport of Snowflake Data.

1. Execute DataImport from the URL below:
   http://localhost:8983/solr/#/CDataCore/dataimport//dataimport 👁 Load Snowflake data to Solr using Data Import.
   
2. Select the "full-import" Command, choose the table from Entity, and click "Execute." 👁 Execute full import in Solr.
   
3. Check the result of the import from the Query. 👁 Check the full import result of Snowflake.
   
4. Try an incremental update using deltaQuery. Modify some data in the original Snowflake data set. Select the "delta-import" command this time from DataImport window and click "Execute." 👁 Execute Delta import in Solr.
   
5. Check the result of the incremental update. 👁 Check the delta import result of Snowflake.
   

Using the CData JDBC Driver for Snowflake you are able to create an automated import of Snowflake data into Apache Solr. Download a free, 30 day trial of any of the hundreds of CData JDBC Drivers and get started today.