Kimahriman commented on pull request #34294:
URL: https://github.com/apache/spark/pull/34294#issuecomment-956889103


   Already ran into an issue testing this out in a real use case where making 
it non-splittable caused a function to grow to big and revert back to 
interpreted, so I changed to just always use the atomic variable reference to 
read the value so it can be splittable. New sample codegen:
   
   ```
   /* 039 */         final int project_numElements_0 = 
localtablescan_value_0.numElements();
   /* 040 */
   /* 041 */         ArrayData project_arrayData_0 = 
ArrayData.allocateArrayData(
   /* 042 */           4, project_numElements_0, " transform failed.");
   /* 043 */
   /* 044 */         for (int project_i_0 = 0; project_i_0 < 
project_numElements_0; project_i_0++) {
   /* 045 */           if (localtablescan_value_0.isNullAt(project_i_0)) {
   /* 046 */             ((java.util.concurrent.atomic.AtomicReference) 
references[2] /* x_229 */).set(null);
   /* 047 */           } else {
   /* 048 */             ((java.util.concurrent.atomic.AtomicReference) 
references[2] /* x_229 */).set(localtablescan_value_0.getInt(project_i_0));
   /* 049 */           }
   /* 050 */
   /* 051 */           boolean project_isNull_3 = true;
   /* 052 */           int project_value_3 = -1;
   /* 053 */           Object project_tmpAtomic_0 = 
((java.util.concurrent.atomic.AtomicReference) references[1] /* x_229 */).get();
   /* 054 */           int project_value_4 = -1;
   /* 055 */           boolean project_isNull_4 = project_tmpAtomic_0 == null;
   /* 056 */           if (!project_isNull_4) {
   /* 057 */             project_value_4 = (Integer)project_tmpAtomic_0;
   /* 058 */           }
   /* 059 */           if (!project_isNull_4) {
   /* 060 */             project_isNull_3 = false; // resultCode could change 
nullability.
   /* 061 */
   /* 062 */             project_value_3 = project_value_4 + 1;
   /* 063 */
   /* 064 */           }
   /* 065 */           boolean project_isNull_2 = project_isNull_3;
   /* 066 */           int project_value_2 = project_value_3;
   /* 067 */
   /* 068 */           if (project_isNull_2) {
   /* 069 */             project_arrayData_0.setNullAt(project_i_0);
   /* 070 */           } else {
   /* 071 */             project_arrayData_0.setInt(project_i_0, 
project_value_2);
   /* 072 */           }
   /* 073 */
   /* 074 */         }
   /* 075 */         project_value_0 = project_arrayData_0;
   /* 076 */
   /* 077 */       }
   ```


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