Someone kindly answered my question in the Splunk channel, but I thought I'd post the answer here since it didn't show up in my searches on the site. 
 I setup DBX to connect to a MySQL database that had a mapping between host IP addresses and the operating system on that host. 
 When I tried to the use the lookup table I got this error: 
  2014-04-10 11:07:35.376 dbx1929:ERROR:DatabaseLookupExecutor - Error while performing SplunkLookup DatabaseLookupExecutor: com.splunk.dbx.lookup.DBLookupException: Unsupported field SQL error while performing lookup: java.sql.SQLException: Cannot convert value "<redacted_host_ip>" to required datatype LONG com.splunk.dbx.lookup.DBLookupException: Unsupported field SQL error while performing lookup: java.sql.SQLException: Cannot convert value "<redacted_host_ip>" to required datatype LONG at com.splunk.dbx.lookup.DatabaseLookupExecutor.performSimpleLookup(DatabaseLookupExecutor.java:56) at com.splunk.dbx.lookup.DatabaseLookupExecutor.performLookup(DatabaseLookupExecutor.java:41) at com.splunk.runtime.SplunkLookup.invoke(SplunkLookup.java:26)
  
 The search was: 
  sourcetype=proxy_logs | lookup KACE_machine_inventory host_ip OUTPUT os_name 
  
 The problem was the hostip field in the database was stored as an unsigned int, and Splunk was trying to convert it to a LONG and failing. 
 To get around this error, you need to either change the lookup to a SQL query that casts the hostip field as a varchar before bringing that data into splunk OR change the data type in the column you're using to something Splunk likes import. 
 What I did was create a second hostip column (hostipstring) in the database that was a varchar instead of an unsigned int, and excluded the hostip column from the lookup table. 
						
					
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