felipecrv commented on code in PR #35149:
URL: https://github.com/apache/arrow/pull/35149#discussion_r1175562054


##########
cpp/src/arrow/array/data.h:
##########
@@ -180,25 +180,46 @@ struct ARROW_EXPORT ArrayData {
 
   std::shared_ptr<ArrayData> Copy() const { return 
std::make_shared<ArrayData>(*this); }
 
-  bool IsNull(int64_t i) const { return !IsValid(i); }
+  inline bool IsNull(int64_t i) const { return !IsValid(i); }
 
-  bool IsValid(int64_t i) const {
+  inline bool IsValid(int64_t i) const {
     if (buffers[0] != NULLPTR) {
       return bit_util::GetBit(buffers[0]->data(), i + offset);
     }
     const auto type = this->type->id();
     if (type == Type::SPARSE_UNION) {
       return !internal::IsNullSparseUnion(*this, i);
-    }
-    if (type == Type::DENSE_UNION) {
+    } else if (type == Type::DENSE_UNION) {
       return !internal::IsNullDenseUnion(*this, i);
-    }
-    if (type == Type::RUN_END_ENCODED) {
+    } else if (type == Type::RUN_END_ENCODED) {
       return !internal::IsNullRunEndEncoded(*this, i);
     }
     return null_count.load() != length;
   }
 
+  template <typename ArrowType>
+  bool IsNullFast(int64_t i) const {
+    return !IsValidFast<ArrowType>(i);
+  }
+
+  template <typename ArrowType>
+  bool IsValidFast(int64_t i) const {
+    if constexpr (ArrowType::type_id == Type::NA) {
+      return false;
+    } else if constexpr (ArrowType::type_id == Type::SPARSE_UNION) {
+      return !internal::IsNullSparseUnion(*this, i);
+    } else if constexpr (ArrowType::type_id == Type::DENSE_UNION) {
+      return !internal::IsNullDenseUnion(*this, i);
+    } else if constexpr (ArrowType::type_id == Type::RUN_END_ENCODED) {
+      return !internal::IsNullRunEndEncoded(*this, i);
+    } else {
+      if (buffers[0] != NULLPTR) {
+        return bit_util::GetBit(buffers[0]->data(), i + offset);
+      }
+      return null_count.load() != length;

Review Comment:
   `NA` is a known type that has no validity bitmap and `null_count` set to 
`length`. So in theory, this is very possible.



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