Solrj is a java client to access solr. It offers a java interface to add, update, and query the solr index. This page describes the use of the SolrJ releases included with Solr 1.4.x releases, with the 1.4.x war files.
For information on using SolrJ with Solr1.3 and Solr1.2, see the Solrj1.3 page.
Setting the classpath
There are several folders containing jars used by SolrJ: /dist, /dist/solrj-lib and /lib. A minimal set of jars (you may find need of others depending on your usage scenario) to use SolrJ is as follows:
From /dist:
- apache-solr-solrj-*.jar
From /dist/solrj-lib
- commons-codec-1.3.jar
- commons-httpclient-3.1.jar
- commons-io-1.4.jar
- jcl-over-slf4j-1.5.5.jar
- slf4j-api-1.5.5.jar
From /lib
- slf4j-jdk14-1.5.5.jar
Maven
Solrj is available in the official Maven repository. Add the following dependency to your pom.xml to use SolrJ
<dependency>
<artifactId>solr-solrj</artifactId>
<groupId>org.apache.solr</groupId>
<version>1.4.0</version>
<type>jar</type>
<scope>compile</scope>
</dependency>If you need to use the EmbeddedSolrServer, you need to add the solr-core dependency too.
<dependency>
<artifactId>solr-core</artifactId>
<groupId>org.apache.solr</groupId>
<version>1.4.0</version>
<type>jar</type>
<scope>compile</scope>
</dependency>Also, if using EmbeddedSolrServer, keep in mind that Solr depends on the Servlet API. This may already be present in your web based applications, but even command line will require a dependency like so:
<dependency>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
<version>2.5</version>
</dependency>If you see any exceptions saying NoClassDefFoundError, you will also need to include:
<dependency>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-simple</artifactId>
<version>1.5.6</version>
</dependency>If you use solr-solrj version 1.4.1 and slf4j-simple 1.5.6 you may get IllegalAccessError because of slf4j-api change. Solrj uses slf4j-api 1.5.5 so you have to use slf4j-simple 1.5.5 or other binding with appropriate version. See slf4j FAQ.
CommonsHttpSolrServer
The CommonsHttpSolrServer uses the Apache Commons HTTP Client to connect to solr.
String url = "http://localhost:8983/solr";
/*
CommonsHttpSolrServer is thread-safe and if you are using the following constructor,
you *MUST* re-use the same instance for all requests. If instances are created on
the fly, it can cause a connection leak. The recommended practice is to keep a
static instance of CommonsHttpSolrServer per solr server url and share it for all requests.
See https://issues.apache.org/jira/browse/SOLR-861 for more details
*/
SolrServer server = new CommonsHttpSolrServer( url );
Changing other Connection Settings
CommonsHttpSolrServer allows setting connection properties.
String url = "http://localhost:8983/solr" CommonsHttpSolrServer server = new CommonsHttpSolrServer( url ); server.setSoTimeout(1000); // socket read timeout server.setConnectionTimeout(100); server.setDefaultMaxConnectionsPerHost(100); server.setMaxTotalConnections(100); server.setFollowRedirects(false); // defaults to false // allowCompression defaults to false. // Server side must support gzip or deflate for this to have any effect. server.setAllowCompression(true); server.setMaxRetries(1); // defaults to 0. > 1 not recommended. server.setParser(new XMLResponseParser()); // binary parser is used by default
EmbeddedSolrServer
The EmbeddedSolrServer provides the same interface without requiring an HTTP connection.
// Note that the following property could be set through JVM level arguments too
System.setProperty("solr.solr.home", "/home/shalinsmangar/work/oss/branch-1.3/example/solr");
CoreContainer.Initializer initializer = new CoreContainer.Initializer();
CoreContainer coreContainer = initializer.initialize();
EmbeddedSolrServer server = new EmbeddedSolrServer(coreContainer, "");If you want to use MultiCore features, then you should use this:
File home = new File( "/path/to/solr/home" );
File f = new File( home, "solr.xml" );
CoreContainer container = new CoreContainer();
container.load( "/path/to/solr/home", f );
EmbeddedSolrServer server = new EmbeddedSolrServer( container, "core name as defined in solr.xml" );
...If you need to use solr in an embedded application, this is the recommended approach. It allows you to work with the same interface whether or not you have access to HTTP.
Note -- EmbeddedSolrServer works only with handlers registered in solrconfig.xml. A RequestHandler must be mapped to /update for a request to /update to function.
Note -- Isn't EmbeddedSolrServer not considered a "Best Practice"? Perhaps some issue with isolation of JVMs.
Usage
Solrj is designed as an extendable framework to pass SolrRequest to the SolrServer and return a SolrResponse.
For simplicity, the most common commands are modeled in the SolrServer:
Adding Data to Solr
Get an instance of server first. For a local server, use CommonsHttpSolrServer:
SolrServer server = new CommonsHttpSolrServer("http://HOST:8983/solr/");- To use a local, embedded server instead:
SolrServer server = new EmbeddedSolrServer();
- If you wish to delete all the data from the index, do this
server.deleteByQuery( "*:*" );// CAUTION: deletes everything!
- Construct a document
SolrInputDocument doc1 = new SolrInputDocument();
doc1.addField( "id", "id1", 1.0f );
doc1.addField( "name", "doc1", 1.0f );
doc1.addField( "price", 10 );Construct another document. Each document can be independently be added but it is more efficient to do a batch update. Every call to SolrServer is an Http Call (This is not true for EmbeddedSolrServer).
SolrInputDocument doc2 = new SolrInputDocument();
doc2.addField( "id", "id2", 1.0f );
doc2.addField( "name", "doc2", 1.0f );
doc2.addField( "price", 20 );Fields "id","name" and "price" are already included in Solr installation, you must add your new custom fields in SchemaXml.
- Create a collection of documents
Collection<SolrInputDocument> docs = new ArrayList<SolrInputDocument>();
docs.add( doc1 );
docs.add( doc2 );- Add the documents to Solr
server.add( docs );
- Do a commit
server.commit();
- To immediately commit after adding documents, you could use:
UpdateRequest req = new UpdateRequest(); req.setAction( UpdateRequest.ACTION.COMMIT, false, false ); req.add( docs ); UpdateResponse rsp = req.process( server );
Streaming documents for an update
In most cases StreamingUpdateSolrServer will suit your needs. Alternatively, the workaround presented below can be applied.
This is the most optimal way of updating all your docs in one http request.
CommonsHttpSolrServer server = new CommonsHttpSolrServer();
Iterator<SolrInputDocument> iter = new Iterator<SolrInputDocument>(){
public boolean hasNext() {
boolean result ;
// set the result to true false to say if you have more documensts
return result;
}
public SolrInputDocument next() {
SolrInputDocument result = null;
// construct a new document here and set it to result
return result;
}
};
server.add(iter);you may also use the addBeans(Iterator<?> beansIter) method to write pojos
Directly adding POJOs to Solr
Create a Java bean with annotations. The @Field annotation can be applied to a field or a setter method. If the field name is different from the bean field name give the aliased name in the annotation itself as shown in the categories field.
import org.apache.solr.client.solrj.beans.Field;
public class Item {
@Field
String id;
@Field("cat")
String[] categories;
@Field
List<String> features;
}The @Field annotation can be applied on setter methods as well example:
@Field("cat")
public void setCategory(String[] c){
this.categories = c;
}There should be a corresponding getter method (without annotation) for reading attributes
- Get an instance of server
SolrServer server = getSolrServer();
- Create the bean instances
Item item = new Item();
item.id = "one";
item.categories = new String[] { "aaa", "bbb", "ccc" };- Add to Solr
server.addBean(item);
- Adding multiple beans together
List<Item> beans ; //add Item objects to the list server.addBeans(beans);
Note -- Reuse the instance of SolrServer if you are using this feature (for performance )
Solr Transactions
Solr implements transactions at the server level. This means that every commit, optimize, or rollback applies to all requests since the last commit/optimize/rollback.
The most appropriate way to update solr is with a single process in order to avoid race conditions when using commit and rollback. Also, ideally the application will use batch processing since commit and optimize can be expensive routines.
Reading data from a database
This example class using SolrJ has not yet been tested, but hopefully it's complete enough for community comment.
It will get tested eventually and updated here if there are problems. The addResultSet method takes a JDBC ResultSet and adds the documents to Solr in batches. Managing the database connection and constructing the query are not included here.
As it's written it maps the database field names to the same fields in Solr, but there are some examples in the comments of how you could manually assign one or more fields.
import java.io.IOException;
import java.net.MalformedURLException;
import java.sql.ResultSet;
import java.sql.ResultSetMetaData;
import java.sql.SQLException;
import java.sql.Types;
import java.util.ArrayList;
import java.util.Collection;
import org.apache.solr.client.solrj.SolrServerException;
import org.apache.solr.client.solrj.impl.CommonsHttpSolrServer;
import org.apache.solr.common.SolrInputDocument;
public class Test
{
private static int fetchSize = 1000;
private static String url = "http://localhost:8983/solr/core1/";
private static CommonsHttpSolrServer solrCore;
public Test() throws MalformedURLException
{
solrCore = new CommonsHttpSolrServer(url);
}
/**
* Takes an SQL ResultSet and adds the documents to solr. Does it in batches
* of fetchSize.
*
* @param rs
* A ResultSet from the database.
* @return The number of documents added to solr.
* @throws SQLException
* @throws SolrServerException
* @throws IOException
*/
public long addResultSet(ResultSet rs) throws SQLException,
SolrServerException, IOException
{
long count = 0;
int innerCount = 0;
Collection<SolrInputDocument> docs = new ArrayList<SolrInputDocument>();
ResultSetMetaData rsm = rs.getMetaData();
int numColumns = rsm.getColumnCount();
String[] colNames = new String[numColumns + 1];
/**
* JDBC numbers the columns starting at 1, so the normal java convention
* of starting at zero won't work.
*/
for (int i = 1; i < (numColumns + 1); i++)
{
colNames[i] = rsm.getColumnName(i);
/**
* If there are fields that you want to handle manually, check for
* them here and change that entry in colNames to null. This will
* cause the loop in the next section to skip that database column.
*/
// //Example:
// if (rsm.getColumnName(i) == "db_id")
// {
// colNames[i] = null;
// }
}
while (rs.next())
{
count++;
innerCount++;
SolrInputDocument doc = new SolrInputDocument();
/**
* At this point, take care of manual document field assignments for
* which you previously assigned the colNames entry to null.
*/
// //Example:
// doc.addField("solr_db_id", rs.getLong("db_id"));
for (int j = 1; j < (numColumns + 1); j++)
{
if (colNames[j] != null)
{
Object f;
switch (rsm.getColumnType(j))
{
case Types.BIGINT:
{
f = rs.getLong(j);
break;
}
case Types.INTEGER:
{
f = rs.getInt(j);
break;
}
case Types.DATE:
{
f = rs.getDate(j);
break;
}
case Types.FLOAT:
{
f = rs.getFloat(j);
break;
}
case Types.DOUBLE:
{
f = rs.getDouble(j);
break;
}
case Types.TIME:
{
f = rs.getDate(j);
break;
}
case Types.BOOLEAN:
{
f = rs.getBoolean(j);
break;
}
default:
{
f = rs.getString(j);
}
}
doc.addField(colNames[j], f);
}
}
docs.add(doc);
/**
* When we reach fetchSize, index the documents and reset the inner
* counter.
*/
if (innerCount == fetchSize)
{
solrCore.add(docs);
docs.clear();
innerCount = 0;
}
}
/**
* If the outer loop ended before the inner loop reset, index the
* remaining documents.
*/
if (innerCount != 0)
{
solrCore.add(docs);
}
return count;
}
}
Setting the RequestWriter
SolrJ lets you upload content in XML and Binary format. The default is set to be XML. Use the following to upload using Binary format. This is the same format which SolrJ uses to fetch results, and can greatly improve performance as it reduces XML marshalling overhead.
server.setRequestWriter(new BinaryRequestWriter());
Note -- be sure you have also enabled the "BinaryUpdateRequestHandler" in your solrconfig.xml for example like:
<requestHandler name="/update/javabin" class="solr.BinaryUpdateRequestHandler" />
Reading Data from Solr
- Get an instance of server first
SolrServer server = getSolrServer();
Construct a SolrQuery
SolrQuery query = new SolrQuery();
query.setQuery( "*:*" );
query.addSortField( "price", SolrQuery.ORDER.asc );- Query the server
QueryResponse rsp = server.query( query );
- Get the results
SolrDocumentList docs = rsp.getResults();
To read Documents as beans, the bean must be annotated as given in the example.
List<Item> beans = rsp.getBeans(Item.class);
Advanced usage
SolrJ provides a APIs to create queries instead of hand coding the query . Following is an example of a faceted query.
SolrServer server = getSolrServer();
SolrQuery solrQuery = new SolrQuery().
setQuery("ipod").
setFacet(true).
setFacetMinCount(1).
setFacetLimit(8).
addFacetField("category").
addFacetField("inStock");
QueryResponse rsp = server.query(solrQuery);All the setter/add methods return its instance . Hence these calls can be chained
Highlighting
Highlighting parameters are set like other common parameters.
SolrQuery query = new SolrQuery();
query.setQuery("foo");
query.setHighlight(true).setHighlightSnippets(1); //set other params as needed
query.setParam("hl.fl", "content");
QueryResponse queryResponse = getSolrServer().query(query);Then to get back the highlight results you need something like this:
Iterator<SolrDocument> iter = queryResponse.getResults().iterator();
while (iter.hasNext()) {
SolrDocument resultDoc = iter.next();
String content = (String) resultDoc.getFieldValue("content");
String id = (String) resultDoc.getFieldValue("id"); //id is the uniqueKey field
if (queryResponse.getHighlighting().get(id) != null) {
List<String> highlightSnippets = queryResponse.getHighlighting().get(id).get("content");
}
}
Use Groovy and Grape
@Grab(group='org.apache.solr', module='solr-solrj', version='1.4.1')
@Grab(group='org.slf4j', module='slf4j-jdk14', version='1.5.5')
import org.apache.solr.client.solrj.impl.CommonsHttpSolrServer
import org.apache.solr.common.SolrInputDocument
String url = "http://localhost:8983/solr"
def server = new CommonsHttpSolrServer( url );
def doc = new SolrInputDocument()
doc.addField("id", 2)
doc.addField("word_s", "Cow")
doc.addField("desc_t", "Farm Animal")
server.add(doc)
server.commit()
println 'done'