vibhatha commented on code in PR #12590:
URL: https://github.com/apache/arrow/pull/12590#discussion_r849042841


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cpp/src/arrow/python/udf.h:
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@@ -0,0 +1,97 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+#pragma once
+
+#include "arrow/python/platform.h"
+
+#include <cstdint>
+#include <memory>
+
+#include "arrow/compute/api_scalar.h"
+#include "arrow/compute/cast.h"
+#include "arrow/compute/exec.h"
+#include "arrow/compute/function.h"
+#include "arrow/compute/registry.h"
+#include "arrow/datum.h"
+#include "arrow/util/cpu_info.h"
+#include "arrow/util/logging.h"
+
+#include "arrow/python/common.h"
+#include "arrow/python/pyarrow.h"
+#include "arrow/python/visibility.h"
+
+namespace arrow {
+
+namespace py {
+
+/// TODO: TODO(ARROW-16041): UDF Options are not exposed to the Python
+/// users. This feature will be included when extending to provide advanced
+/// options for the users.
+class ARROW_PYTHON_EXPORT ScalarUdfOptions {
+ public:
+  ScalarUdfOptions(const std::string func_name, const compute::Arity arity,
+                   const compute::FunctionDoc func_doc,
+                   const std::vector<compute::InputType> in_types,
+                   const compute::OutputType out_type)
+      : func_name_(func_name),
+        kind_(compute::Function::SCALAR),
+        arity_(arity),
+        func_doc_(std::move(func_doc)),
+        in_types_(std::move(in_types)),
+        out_type_(out_type) {}
+
+  const std::string& name() const { return func_name_; }
+
+  compute::Function::Kind kind() { return kind_; }
+
+  const compute::Arity& arity() const { return arity_; }
+
+  const compute::FunctionDoc doc() const { return func_doc_; }
+
+  const std::vector<compute::InputType>& input_types() const { return 
in_types_; }
+
+  const compute::OutputType& output_type() const { return out_type_; }
+
+ private:
+  std::string func_name_;
+  compute::Function::Kind kind_;
+  compute::Arity arity_;
+  const compute::FunctionDoc func_doc_;
+  std::vector<compute::InputType> in_types_;
+  compute::OutputType out_type_;
+};
+
+class ARROW_PYTHON_EXPORT UdfBuilder {
+ public:
+  UdfBuilder() {}
+};
+
+class ARROW_PYTHON_EXPORT ScalarUdfBuilder : public UdfBuilder {
+ public:
+  ScalarUdfBuilder() : UdfBuilder() {}
+
+  Status MakeFunction(PyObject* function, ScalarUdfOptions* options);
+
+ private:
+  OwnedRefNoGIL function_;
+  std::shared_ptr<compute::ScalarFunction> scalar_func_;
+};

Review Comment:
   This is neat. I agree. I intended to add more functionality in future, 
that's why I wanted to go for a class structure. But let's keep it simple like 
this. Modification added. 



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