edponce commented on a change in pull request #10896:
URL: https://github.com/apache/arrow/pull/10896#discussion_r692324211



##########
File path: cpp/src/arrow/compute/kernels/scalar_validity.cc
##########
@@ -76,11 +79,32 @@ struct IsInfOperator {
 
 struct IsNullOperator {
   static Status Call(KernelContext* ctx, const Scalar& in, Scalar* out) {
-    checked_cast<BooleanScalar*>(out)->value = !in.is_valid;
+    auto options = OptionsWrapper<NanNullOptions>::Get(ctx);
+    bool* out_value = &checked_cast<BooleanScalar*>(out)->value;
+    if (in.is_valid) {
+      switch (in.type->id()) {
+        case Type::FLOAT:
+          *out_value = options.nan_is_null &&
+                       std::isnan(internal::UnboxScalar<FloatType>::Unbox(in));
+          break;
+        case Type::DOUBLE:
+          *out_value = options.nan_is_null &&
+                       
std::isnan(internal::UnboxScalar<DoubleType>::Unbox(in));
+          break;
+        default:
+          *out_value = false;
+      }
+    } else {
+      *out_value = true;
+    }
+
     return Status::OK();
   }
 
   static Status Call(KernelContext* ctx, const ArrayData& arr, ArrayData* out) 
{
+    // TODO: Is `options` needed for detect nulls? Which is the better way to
+    // handle is_null for ArrayData
+    auto options = OptionsWrapper<NanNullOptions>::Get(ctx);

Review comment:
       I see your point now, thanks! Modifying the input array does not makes 
sense because `nan_is_null` property applies only to the intermediate/output of 
the compute function. Please ignore these comments.




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