divide into test set and training set with all rows corresponding to one combination of attribute values either in the training or the test set

Question

My input file is under the form:

gold,ProgramName,RequirementID,MethodID,DataTypeName,DataTypeID,FieldMethodOwnerClass,VariableName,fieldMethodID
Trace,chess,1,1,