Distributed sampling allows two types of execution:
               	 
            
 
            	 
            
               		
               		  
               - Direct
                  		  
               
- Automatically exports comma-separated side files (sampling.dat and 
                  			 method.rc) in the 
                  			 config subfolder of the 
                  			 Data Express extension installation path. It produces sampling results, and then imports those results into the client knowledge base.
                  
                  			 
                  This type of sampling requires no validation.
                     			 
                   
-  Manual
                  		  
               
- You can manually export the comma-separated side files, sample manually from the console, and then load your sampling results
                  into the client knowledge base from the 
                  			 Distributed Sampler dialog box in Data Builder. 
                  			 
                  In this case, validation is useful to ensure that the data stores in the sampling results file match the exported 
                     				sampling.dat file. This prevents errors and ensures consistent results.
                     			 
                   
Validation is performed when you specify a 
               		Sampling data file in the 
               		Distributed Sampler dialog box. See 
               		Load results from file for instructions.