/* Copyright 2016 Google Inc. All Rights Reserved.

Licensed 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.
==============================================================================*/

// See docs in ../ops/array_ops.cc

#ifndef TENSORFLOW_KERNELS_ONE_HOT_OP_H_
#define TENSORFLOW_KERNELS_ONE_HOT_OP_H_
// Generator definition for OneHotOp, must be compilable by nvcc.

#include "third_party/eigen3/unsupported/Eigen/CXX11/Tensor"
#include "tensorflow/core/framework/tensor_types.h"
#include "tensorflow/core/platform/types.h"

namespace tensorflow {

namespace generator {

template <typename T>
class OneGenerator {
 public:
  EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE
  OneGenerator(const TTypes<int64>::ConstMatrix& indices,
               const typename TTypes<T>::ConstScalar& on_value,
               const typename TTypes<T>::ConstScalar& off_value)
      : indices_(indices), on_value_(on_value), off_value_(off_value) {}

  EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE T
  operator()(const Eigen::array<Eigen::DenseIndex, 3>& pre_depth_suff) const {
    return (indices_(pre_depth_suff[0], pre_depth_suff[2]) == pre_depth_suff[1])
               ? on_value_()
               : off_value_();
  }

 private:
  const TTypes<int64>::ConstMatrix indices_;
  const typename TTypes<T>::ConstScalar on_value_;
  const typename TTypes<T>::ConstScalar off_value_;
};

}  // namespace generator

namespace functor {

template <typename Device, typename T>
struct OneHot {
  EIGEN_ALWAYS_INLINE static void Compute(
      const Device& d, const TTypes<int64>::ConstMatrix& indices,
      const typename TTypes<T>::ConstScalar& on_value,
      const typename TTypes<T>::ConstScalar& off_value,
      typename TTypes<T, 3>::Tensor* output) {
    generator::OneGenerator<T> generator(indices, on_value, off_value);
    output->device(d) = output->generate(generator);
  }
};

}  // namespace functor

}  // namespace tensorflow

#endif  // TENSORFLOW_KERNELS_ONE_HOT_OP_H_
