// Copyright (c) 2020 GeometryFactory (France).
// All rights reserved.
//
// This file is part of CGAL (www.cgal.org).
//
// $URL: https://github.com/CGAL/cgal/blob/v6.1/Shape_detection/include/CGAL/Shape_detection/Region_growing/Point_set/Least_squares_sphere_fit_region.h $
// $Id: include/CGAL/Shape_detection/Region_growing/Point_set/Least_squares_sphere_fit_region.h b26b07a1242 $
// SPDX-License-Identifier: GPL-3.0-or-later OR LicenseRef-Commercial
//
//
// Author(s)     : Simon Giraudot
//

#ifndef CGAL_SHAPE_DETECTION_REGION_GROWING_POINT_SET_LEAST_SQUARES_SPHERE_FIT_REGION_H
#define CGAL_SHAPE_DETECTION_REGION_GROWING_POINT_SET_LEAST_SQUARES_SPHERE_FIT_REGION_H

#include <CGAL/license/Shape_detection.h>

// Internal includes.
#include <CGAL/Shape_detection/Region_growing/internal/utils.h>

#include <unordered_map>

namespace CGAL {
namespace Shape_detection {
namespace Point_set {

  /*!
    \ingroup PkgShapeDetectionRGOnPoints

    \brief Region type based on the quality of the least squares sphere
    fit applied to 3D points.

    This class fits a sphere to chunks of points in a 3D point set and
    controls the quality of this fit.  If all quality conditions are
    satisfied, the chunk is accepted as a valid region, otherwise
    rejected.

    \tparam GeomTraits
    a model of `Kernel`

    \tparam Item_
    a descriptor representing a given point. Must be a model of `Hashable`.

    \tparam PointMap
    a model of `ReadablePropertyMap` whose key type is the value type of the input
    range and value type is `Kernel::Point_3`

    \tparam NormalMap
    a model of `ReadablePropertyMap` whose key type is the value type of the input
    range and value type is `Kernel::Vector_3`

    \cgalModels{RegionType}
  */
  template<
  typename GeomTraits,
  typename Item_,
  typename PointMap,
  typename NormalMap>
  class Least_squares_sphere_fit_region {

  public:
    /// \name Types
    /// @{

    /// \cond SKIP_IN_MANUAL
    using Point_map = PointMap;
    using Normal_map = NormalMap;
    /// \endcond

    /// Number type.
    typedef typename GeomTraits::FT FT;

    /// Item type.
    using Item = Item_;
    using Region = std::vector<Item>;

    /// Primitive
    using Primitive = typename GeomTraits::Sphere_3;

    /// Region map
    using Region_unordered_map = std::unordered_map<Item, std::size_t, internal::hash_item<Item> >;
    using Region_index_map = boost::associative_property_map<Region_unordered_map>;
    /// @}

  private:
    using Point_3 = typename GeomTraits::Point_3;
    using Vector_3 = typename GeomTraits::Vector_3;
    using Sphere_3 = typename GeomTraits::Sphere_3;

    using Squared_distance_3 = typename GeomTraits::Compute_squared_distance_3;
    using Get_sqrt = internal::Get_sqrt<GeomTraits>;
    using Sqrt = typename Get_sqrt::Sqrt;

  public:
    /// \name Initialization
    /// @{

    /*!
      \brief initializes all internal data structures.

      \tparam NamedParameters
      a sequence of \ref bgl_namedparameters "Named Parameters"

      \param np
      a sequence of \ref bgl_namedparameters "Named Parameters"
      among the ones listed below

      \cgalNamedParamsBegin
        \cgalParamNBegin{maximum_distance}
          \cgalParamDescription{the maximum distance from a point to a sphere}
          \cgalParamType{`GeomTraits::FT`}
          \cgalParamDefault{1}
        \cgalParamNEnd
        \cgalParamNBegin{maximum_angle}
          \cgalParamDescription{the maximum angle in degrees between
          the normal of a point and the radius of a sphere}
          \cgalParamType{`GeomTraits::FT`}
          \cgalParamDefault{25 degrees}
        \cgalParamNEnd
        \cgalParamNBegin{cosine_of_maximum_angle}
          \cgalParamDescription{the cos value computed as `cos(maximum_angle * PI / 180)`,
          this parameter can be used instead of the `maximum_angle`}
          \cgalParamType{`GeomTraits::FT`}
          \cgalParamDefault{`cos(25 * PI / 180)`}
        \cgalParamNEnd
        \cgalParamNBegin{minimum_region_size}
          \cgalParamDescription{the minimum number of 3D points a region must have}
          \cgalParamType{`std::size_t`}
          \cgalParamDefault{3}
        \cgalParamNEnd
        \cgalParamNBegin{minimum_radius}
          \cgalParamDescription{the radius below which an estimated sphere
          is considered as invalid and discarded}
          \cgalParamType{`GeomTraits::FT`}
          \cgalParamDefault{0, no limit}
        \cgalParamNEnd
        \cgalParamNBegin{maximum_radius}
          \cgalParamDescription{the radius above which an estimated sphere
          is considered as invalid and discarded.}
          \cgalParamType{`GeomTraits::FT`}
          \cgalParamDefault{+infinity, no limit}
        \cgalParamNEnd
        \cgalParamNBegin{point_map}
          \cgalParamDescription{an instance of `PointMap` that maps an item to `Kernel::Point_3`}
          \cgalParamDefault{`PointMap()`}
        \cgalParamNEnd
        \cgalParamNBegin{normal_map}
          \cgalParamDescription{an instance of `NormalMap` that maps an item to `Kernel::Vector_3`}
          \cgalParamDefault{`NormalMap()`}
        \cgalParamNEnd
        \cgalParamNBegin{geom_traits}
          \cgalParamDescription{an instance of `GeomTraits`}
          \cgalParamDefault{`GeomTraits()`}
        \cgalParamNEnd
      \cgalNamedParamsEnd

      \pre `maximum_distance >= 0`
      \pre `maximum_angle >= 0 && maximum_angle <= 90`
      \pre `cosine_of_maximum_angle >= 0 && cosine_of_maximum_angle <= 1`
      \pre `minimum_region_size > 0`
      \pre `minimum_radius >= 0`
      \pre `maximum_radius >= minimum_radius`
    */
    template<typename CGAL_NP_TEMPLATE_PARAMETERS>
    Least_squares_sphere_fit_region(
      const CGAL_NP_CLASS& np = parameters::default_values()) :
      m_point_map(parameters::choose_parameter<PointMap>(parameters::get_parameter(np, internal_np::point_map))),
      m_normal_map(parameters::choose_parameter<NormalMap>(parameters::get_parameter(np, internal_np::normal_map))),
      m_traits(parameters::choose_parameter<GeomTraits>(parameters::get_parameter(np, internal_np::geom_traits))),
      m_sqrt(Get_sqrt::sqrt_object(m_traits)),
      m_squared_distance_3(m_traits.compute_squared_distance_3_object()) {

      const FT max_distance = parameters::choose_parameter(
        parameters::get_parameter(np, internal_np::maximum_distance), FT(1));
      CGAL_precondition(max_distance >= FT(0));
      m_distance_threshold = max_distance;

      const FT max_angle = parameters::choose_parameter(
        parameters::get_parameter(np, internal_np::maximum_angle), FT(25));
      CGAL_precondition(max_angle >= FT(0) && max_angle <= FT(90));

      m_min_region_size = parameters::choose_parameter(
        parameters::get_parameter(np, internal_np::minimum_region_size), 3);
      CGAL_precondition(m_min_region_size > 0);

      const FT default_cos_value = static_cast<FT>(std::cos(CGAL::to_double(
        (max_angle * static_cast<FT>(CGAL_PI)) / FT(180))));
      const FT cos_value = parameters::choose_parameter(
        parameters::get_parameter(np, internal_np::cosine_of_maximum_angle), default_cos_value);
      CGAL_precondition(cos_value >= FT(0) && cos_value <= FT(1));
      m_cos_value_threshold = cos_value;

      m_min_radius = parameters::choose_parameter(
        parameters::get_parameter(np, internal_np::minimum_radius), FT(0));
      CGAL_precondition(m_min_radius >= FT(0));

      m_max_radius = parameters::choose_parameter(
        parameters::get_parameter(np, internal_np::maximum_radius),
        FT((std::numeric_limits<double>::max)()));
      CGAL_precondition(m_max_radius >= m_min_radius);
    }

    /// @}

    /// \name Access
    /// @{

    /*!
      \brief implements `RegionType::region_index_map()`.

      This function creates an empty property map that maps iterators on the input range `Item` to std::size_t
    */

    Region_index_map region_index_map() {
      return Region_index_map(m_region_map);
    }

    /*!
      \brief implements `RegionType::primitive()`.

      This function provides the last primitive that has been fitted with the region.

      \return Primitive parameters that fits the region

      \pre `fitted primitive via successful call of update(region) with a sufficient large region`
    */

    Primitive primitive() const {
      return Sphere_3(m_center, m_radius * m_radius);
    }

    /*!
      \brief implements `RegionType::is_part_of_region()`.

      This function controls if a point with the index `query_index` is within
      the `maximum_distance` from the corresponding sphere and if the angle between
      its normal and the sphere radius is within the `maximum_angle`. If both conditions
      are satisfied, it returns `true`, otherwise `false`.

      \param query
      item of the query point

      \param region
      inlier items of the region

      \return Boolean `true` or `false`
    */
    bool is_part_of_region(
      const Item query,
      const Region& region) const {

      // First, we need to integrate at least 6 points so that the
      // computed sphere means something.
      if (region.size() < 6) {
        return true;
      }

      if (std::isnan(CGAL::to_double(m_radius))) {
        return false;
      }

      // If radius is out of bound, nothing fits, early ending.
      if (m_radius <= m_min_radius || m_radius > m_max_radius) {
        return false;
      }

      const Point_3& query_point = get(m_point_map, query);
      Vector_3 normal = get(m_normal_map, query);

      const FT sq_dist = m_squared_distance_3(query_point, m_center);
      if (std::isnan(CGAL::to_double(sq_dist))) return false;
      const FT distance_to_center = m_sqrt(sq_dist);
      const FT distance_to_sphere = CGAL::abs(distance_to_center - m_radius);

      if (distance_to_sphere > m_distance_threshold) {
        return false;
      }

      const FT sq_norm = normal * normal;
      if (std::isnan(CGAL::to_double(sq_norm))) return false;
      normal = normal / m_sqrt(sq_norm);

      Vector_3 ray(m_center, query_point);
      const FT sq_ray = ray * ray;
      if (std::isnan(CGAL::to_double(sq_ray))) return false;
      ray = ray / m_sqrt(sq_ray);

      if (CGAL::abs(normal * ray) < m_cos_value_threshold) {
        return false;
      }
      return true;
    }

    /*!
      \brief implements `RegionType::is_valid_region()`.

      This function controls if the estimated radius is between `minimum_radius`
      and `maximum_radius` and if the `region` contains at least `min_region_size` points.

      \param region
      indices of points included in the region

      \return Boolean `true` or `false`
    */
    inline bool is_valid_region(const Region& region) const {
      return (
        (m_min_radius <= m_radius && m_radius <= m_max_radius) &&
        (region.size() >= m_min_region_size)
      );
    }

    /*!
      \brief implements `RegionType::update()`.

      This function fits the least squares sphere to all points from the `region`.

      \param region
      indices of points included in the region

      \return Boolean `true` if the sphere fitting succeeded and `false` otherwise

      \pre `region.size() > 0`
    */
    bool update(const Region& region) {
      // Fit a sphere.
      CGAL_precondition(region.size() > 0);
      FT radius; Point_3 center;
      std::tie(radius, center) = internal::create_sphere(
        region, m_point_map, m_traits, false).first;
      if (radius > FT(0)) {
        m_radius = radius;
        m_center = center;
      }
      return true;
    }

    /// @}

    /// \cond SKIP_IN_MANUAL
    std::pair<FT, Point_3> get_sphere(
      const Region& region) const {
      return internal::create_sphere(
        region, m_point_map, m_traits, false).first;
    }
    /// \endcond

  private:
    const Point_map m_point_map;
    const Normal_map m_normal_map;
    const GeomTraits m_traits;
    Region_unordered_map m_region_map;

    FT m_distance_threshold;
    FT m_cos_value_threshold;
    std::size_t m_min_region_size;
    FT m_min_radius;
    FT m_max_radius;

    const Sqrt m_sqrt;
    const Squared_distance_3 m_squared_distance_3;

    FT m_radius;
    Point_3 m_center;
  };


/*!
  \ingroup PkgShapeDetectionRGOnPointSet3
  shortcut to ease the definition of the class when using `CGAL::Point_set_3`.
  To be used together with `make_least_squares_sphere_fit_region()`.
  \relates Least_squares_sphere_fit_region
 */
template <class PointSet3>
using Least_squares_sphere_fit_region_for_point_set =
  Least_squares_sphere_fit_region<typename Kernel_traits<typename PointSet3::Point_3>::Kernel,
                                  typename PointSet3::Index,
                                  typename PointSet3::Point_map,
                                  typename PointSet3::Vector_map>;

/*!
  \ingroup PkgShapeDetectionRGOnPointSet3
  returns an instance of the sorting class to be used with `CGAL::Point_set_3`, with point and normal maps added to `np`.
  \relates Least_squares_sphere_fit_region
 */
template <class PointSet3, typename CGAL_NP_TEMPLATE_PARAMETERS>
Least_squares_sphere_fit_region_for_point_set<PointSet3>
make_least_squares_sphere_fit_region(const PointSet3& ps,
                                     const CGAL_NP_CLASS np = parameters::default_values())
{
  return Least_squares_sphere_fit_region_for_point_set<PointSet3>
    (np.point_map(ps.point_map()).normal_map(ps.normal_map()));
}

} // namespace Point_set
} // namespace Shape_detection
} // namespace CGAL

#endif // CGAL_SHAPE_DETECTION_REGION_GROWING_POINT_SET_LEAST_SQUARES_SPHERE_FIT_REGION_H

