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/* ----------------------------------------------------------------------- *

 * This file is part of GEL, http://www.imm.dtu.dk/GEL

 * Copyright (C) the authors and DTU Informatics

 * For license and list of authors, see ../../doc/intro.pdf

 * ----------------------------------------------------------------------- */

#include <thread>

#include "smooth.h"

#include <future>

#include <vector>

#include <algorithm>

#include "../CGLA/Mat3x3d.h"

#include "../CGLA/Vec3d.h"

#include "../CGLA/Quatd.h"

#include "../Util/Timer.h"

#include "Manifold.h"

#include "AttributeVector.h"

namespace HMesh

{

    using namespace std;

    using namespace CGLA;

    class range {

    public:

        class iterator {

            friend class range;

        public:

            long int operator *() const { return i_; }

            const iterator &operator ++() { ++i_; return *this; }

            iterator operator ++(int) { iterator copy(*this); ++i_; return copy; }

            bool operator ==(const iterator &other) const { return i_ == other.i_; }

            bool operator !=(const iterator &other) const { return i_ != other.i_; }

        protected:

            iterator(long int start) : i_ (start) { }

        private:

            unsigned long i_;

        };

        iterator begin() const { return begin_; }

        iterator end() const { return end_; }

        range(long int  begin, long int end) : begin_(begin), end_(end) {}

    private:

        iterator begin_;

        iterator end_;

    };

    void for_each_vertex(Manifold& m, function<void(VertexID)> f) { for(auto v : m.vertices()) f(v); }

    void for_each_face(Manifold& m, function<void(FaceID)> f) { for(auto p : m.faces()) f(p); }

    void for_each_halfedge(Manifold& m, function<void(HalfEdgeID)> f) { for(auto h : m.halfedges()) f(h); }

    inline Vec3d laplacian(const Manifold& m, VertexID v)

    {

        Vec3d p(0);

        int n = circulate_vertex_ccw(m, v, (std::function<void(VertexID)>)[&](VertexID v){ p += m.pos(v); });

        return p / n - m.pos(v);

    }

    int CORES = 8;

    void laplacian_smooth_example(Manifold& m)

    {

        VertexAttributeVector<Vec3d> new_pos = m.positions_attribute_vector();

        for(VertexID v : m.vertices())

            if(!boundary(m, v))

            {

                Vec3d L(0);

                int n = circulate_vertex_ccw(m, v, (std::function<void(VertexID)>)[&](VertexID v){ L += m.pos(v); });

                new_pos[v] = L/n;

            }

        m.positions_attribute_vector() = new_pos;

    }

    void laplacian_smooth0(Manifold& m,float weight, int max_iter)

    {

        for(int iter=0;iter<max_iter; ++iter) {

            VertexAttributeVector<Vec3d> L_attr(m.no_vertices());

            for(VertexIDIterator v = m.vertices_begin(); v != m.vertices_end(); ++v)

                if(!boundary(m, *v))

                    L_attr[*v] =laplacian(m, *v);

            for(VertexIDIterator v = m.vertices_begin(); v != m.vertices_end(); ++v){

                if(!boundary(m, *v))

                    m.pos(*v) += weight*L_attr[*v];

            }

        }

    }

    void laplacian_smooth1(Manifold& m,float weight, int max_iter)

    {

        for(int iter=0;iter<max_iter; ++iter) {

            VertexAttributeVector<Vec3d> L_attr(m.no_vertices());

            for(VertexID v : m.vertices())

                if(!boundary(m, v))

                    L_attr[v] =laplacian(m, v);

            for(VertexID v : m.vertices()){

                if(!boundary(m, v))

                    m.pos(v) += weight*L_attr[v];

            }

        }

    }

    void laplacian_smooth2(Manifold& m,float weight, int max_iter)

    {

        auto new_pos = m.positions_attribute_vector();

        for(int iter=0;iter<max_iter; ++iter) {

            for(auto v : m.vertices())

                if(!boundary(m, v))

                    new_pos[v] = weight*laplacian(m, v)+m.pos(v);

            m.positions_attribute_vector() = new_pos;

        }

    }

    void laplacian_smooth3(Manifold& m, float weight, int max_iter)

    {

        for(int iter=0;iter<max_iter; ++iter) {

            auto new_pos = m.positions_attribute_vector();

            for(auto v : m.vertices())

                if(!boundary(m, v))

                    new_pos[v] = weight*laplacian(m, v)+m.pos(v);

            m.positions_attribute_vector() = move(new_pos);

        }

    }

    void laplacian_smooth4(Manifold& m,float weight, int max_iter)

    {

        auto new_pos = m.positions_attribute_vector();

        for(int iter=0;iter<max_iter; ++iter) {

            for(VertexID v : m.vertices())

                if(!boundary(m, v))

                    new_pos[v] = weight*laplacian(m, v)+m.pos(v);

            swap(m.positions_attribute_vector(),new_pos);

        }

    }

    void laplacian_smooth4_5(Manifold& m,float weight, int max_iter)

    {

        auto new_pos = m.positions_attribute_vector();

        for(int iter=0;iter<max_iter; ++iter) {

            for_each_vertex(m, [&](VertexID v) {new_pos[v] = weight*laplacian(m, v)+m.pos(v);});

            swap(m.positions_attribute_vector(),new_pos);

        }

    }

    void laplacian_smooth5(Manifold& m, float weight, int max_iter)

    {

        for(int iter=0;iter<max_iter; ++iter) {

            auto new_pos = m.positions_attribute_vector();

            vector<thread> t_vec;

            for(auto v : m.vertices())

                if(!boundary(m, v))

                    t_vec.push_back(thread([&](VertexID vid){

                        if(!boundary(m, vid))

                            new_pos[vid] = weight*laplacian(m, vid)+ m.pos(vid);},v));

            for(int i=0;i<t_vec.size();++i)

                t_vec[i].join();

            m.positions_attribute_vector() = move(new_pos);

        }

    }

    inline void laplacian_smooth_vertex(Manifold& m, const vector<VertexID>& vids,

                                        VertexAttributeVector<Vec3d>& new_pos,

                                        float weight){

        for(VertexID v: vids)

            new_pos[v] = m.pos(v)+weight*laplacian(m, v);

    }

    void laplacian_smooth6(Manifold& m, float weight, int max_iter)

    {

        vector<vector<VertexID>> vertex_ids(CORES);

        auto batch_size = m.no_vertices()/CORES;

        int cnt = 0;

        for_each_vertex(m, [&](VertexID v) {

            if (!boundary(m, v))

                vertex_ids[(cnt++/batch_size)%CORES].push_back(v);

        });

        vector<thread> t_vec(CORES);

        VertexAttributeVector<Vec3d> new_pos = m.positions_attribute_vector();

        for(int iter=0;iter<max_iter; ++iter) {

            for(int thread_no=0;thread_no<CORES;++thread_no)

                t_vec[thread_no] = thread(laplacian_smooth_vertex,

                                          ref(m), ref(vertex_ids[thread_no]),

                                          ref(new_pos), weight);

            for(int thread_no=0;thread_no<CORES;++thread_no)

                t_vec[thread_no].join();

            swap(m.positions_attribute_vector(), new_pos);

        }

    }

    typedef std::vector<std::vector<VertexID>> VertexIDBatches;

//    template<typename  T>

//    void for_each_vertex_parallel(int no_threads, const VertexIDBatches& batches, const T& f) {

//        vector<future<void>> f_vec(no_threads);

//        for(auto t : range(0, no_threads))

//            f_vec[t] = async(launch::async, f, ref(batches[t]));

//    }

    template<typename  T>

    void for_each_vertex_parallel(int no_threads, const VertexIDBatches& batches, const T& f) {

        vector<thread> t_vec(no_threads);

        for(auto t : range(0, no_threads))

            t_vec[t] = thread(f, ref(batches[t]));

        for(auto t : range(0, no_threads))

            t_vec[t].join();

    }

    VertexIDBatches batch_vertices(Manifold& m) {

        VertexIDBatches vertex_ids(CORES);

        auto batch_size = m.no_vertices()/CORES;

        int cnt = 0;

        for_each_vertex(m, [&](VertexID v) {

            //if (!boundary(m, v))

                vertex_ids[(cnt++/batch_size)%CORES].push_back(v);

        });

        return vertex_ids;

    }

    void laplacian_smooth7(Manifold& m, float weight, int max_iter)

    {

        auto vertex_ids = batch_vertices(m);

        auto new_pos = m.positions_attribute_vector();

        auto f = [&](const vector<VertexID>& vids) {

            for(VertexID v: vids)

                new_pos[v] = m.pos(v)+weight*laplacian(m, v);

        };

        for(auto _ : range(0, max_iter)) {

            for_each_vertex_parallel(CORES, vertex_ids, f);

            swap(m.positions_attribute_vector(), new_pos);

        }

    }

    void laplacian_smooth(Manifold& m,float weight, int max_iter)

    {

//        laplacian_smooth_example(m);

        laplacian_smooth7(m,weight,max_iter);

//        Util::Timer tim;

//        cout << "Method 0: ";

//        for(int i=0;i<5;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth0(m2, 1, 1000);

//            cout << tim.get_secs() << ", ";

//        }

//        cout << endl;

//

//        cout << "Method 1: ";

//        for(int i=0;i<5;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth1(m2, 1, 1000);

//            cout << tim.get_secs() << ", ";

//        }

//        cout << endl;

//

//        cout << "Method 2: ";

//        for(int i=0;i<5;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth2(m2, 1, 1000);

//            cout << tim.get_secs() << ", ";

//        }

//        cout << endl;

//

//        cout << "Method 3: ";

//        for(int i=0;i<5;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth3(m2, 1, 1000);

//            cout << tim.get_secs() << ", ";

//        }

//        cout << endl;

//

//        cout << "Method 4: ";

//        for(int i=0;i<5;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth4(m2, 1, 1000);

//            cout << tim.get_secs() << ", ";

//        }

//        cout << endl;

//

//        cout << "Method 5: ";

//        for(int i=0;i<3;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth5(m2, 1, 1000);

//            cout << " sec: "<< tim.get_secs() << ",";

//        }

//        cout << endl;

//

//        CORES = 2;

//        cout << "Method 6 (2): ";

//        for(int i=0;i<5;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth6(m2, 1, 1000);

//            cout << tim.get_secs() << ", ";

//        }

//        cout << endl;

//        

//        CORES = 4;

//        cout << "Method 7 (4): ";

//        for(int i=0;i<5;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth6(m2, 1, 1000);

//            cout << tim.get_secs() << ", ";

//        }

//        cout << endl;

//

//        CORES = 8;

//        cout << "Method 7 (8): ";

//        for(int i=0;i<5;++i) {

//            Manifold m2 = m;

//            tim.start();

//            laplacian_smooth6(m2, 1, 1000);

//            cout << tim.get_secs() << ", ";

//        }

//        cout << endl;

    }

    void taubin_smooth(Manifold& m, int max_iter)

    {

        auto new_pos = m.positions_attribute_vector();

        for(int iter = 0; iter < 2*max_iter; ++iter) {

            for(VertexID v : m.vertices())

                if(!boundary(m, v))

                    new_pos[v] = (iter%2 == 0 ? 0.5 : -0.52) * laplacian(m, v) + m.pos(v);

            swap(m.positions_attribute_vector(), new_pos);

        }

    }

    void face_neighbourhood(Manifold& m, FaceID f, vector<FaceID>& nbrs)

    {

        FaceAttributeVector<int> touched(m.allocated_faces(), -1);

        touched[f] = 1;

        nbrs.push_back(f);

        for(Walker wf = m.walker(f); !wf.full_circle(); wf = wf.circulate_face_cw()){

            for(Walker wv = m.walker(wf.vertex()); !wv.full_circle(); wv = wv.circulate_vertex_cw()){

                FaceID fn = wv.face();

                if(fn != InvalidFaceID && touched[fn] != touched[f]){

                    nbrs.push_back(fn);

                    touched[fn] = 1;

                }

            }

        }

    }

    Vec3d fvm_filtered_normal(Manifold& m, FaceID f)

    {

        const float sigma = .1f;

        vector<FaceID> nbrs;

        face_neighbourhood(m, f, nbrs);

        float min_dist_sum=1e32f;

        long int median=-1;

        vector<Vec3d> normals(nbrs.size());

        for(size_t i=0;i<nbrs.size();++i)

        {

            normals[i] = normal(m, nbrs[i]);

            float dist_sum = 0;

            for(size_t j=0;j<nbrs.size(); ++j)

                dist_sum += 1.0f - dot(normals[i], normals[j]);

            if(dist_sum < min_dist_sum)

            {

                min_dist_sum = dist_sum;

                median = i;

            }

        }

        assert(median != -1);

        Vec3d median_norm = normals[median];

        Vec3d avg_norm(0);

        for(size_t i=0;i<nbrs.size();++i)

        {

            float w = exp((dot(median_norm, normals[i])-1)/sigma);

            if(w<1e-2) w = 0;

            avg_norm += w*normals[i];

        }

        return normalize(avg_norm);

    }

    Vec3d bilateral_filtered_normal(Manifold& m, FaceID f, double avg_len)

    {

        vector<FaceID> nbrs;

        face_neighbourhood(m, f, nbrs);

        Vec3d p0 = centre(m, f);

        Vec3d n0 = normal(m, f);

        vector<Vec3d> normals(nbrs.size());

        vector<Vec3d> pos(nbrs.size());

        Vec3d fn(0);

        for(FaceID nbr : nbrs)

        {

            Vec3d n = normal(m, nbr);

            Vec3d p = centre(m, nbr);

            double w_a = exp(-acos(max(-1.0,min(1.0,dot(n,n0))))/(M_PI/32.0));

            double w_s = exp(-length(p-p0)/avg_len);

            fn += area(m, nbr)* w_a * w_s * n;

        }

        return normalize(fn);

    }

    void anisotropic_smooth(HMesh::Manifold& m, int max_iter, NormalSmoothMethod nsm)

    {

        double avg_len=0;

        for(HalfEdgeID hid : m.halfedges())

            avg_len += length(m, hid);

        avg_len /= 2.0;

        for(int iter = 0;iter<max_iter; ++iter)

        {

            FaceAttributeVector<Vec3d> filtered_norms(m.allocated_faces());

            for(FaceID f: m.faces()){

                filtered_norms[f] = (nsm == BILATERAL_NORMAL_SMOOTH)?

                bilateral_filtered_normal(m, f, avg_len):

                fvm_filtered_normal(m, f);

            }

            VertexAttributeVector<Vec3d> vertex_positions(m.allocated_vertices(), Vec3d(0));

            VertexAttributeVector<int> count(m.allocated_vertices(), 0);

            for(int sub_iter=0;sub_iter<100;++sub_iter)

            {

                for(HalfEdgeID hid : m.halfedges())

                {

                    Walker w = m.walker(hid);

                    FaceID f = w.face();

                    if(f != InvalidFaceID){

                        VertexID v = w.vertex();

                        Vec3d dir = m.pos(w.opp().vertex()) - m.pos(v);

                        Vec3d n = filtered_norms[f];

                        vertex_positions[v] += m.pos(v) + 0.5 * n * dot(n, dir);

                        count[v] += 1;

                    }

                }

                double max_move= 0;

                for(VertexID v : m.vertices())

                {

                    Vec3d npos = vertex_positions[v] / double(count[v]);

                    double move = sqr_length(npos - m.pos(v));

                    if(move > max_move)

                        max_move = move;

                    m.pos(v) = npos;

                }

                if(max_move<sqr(1e-8*avg_len))

                {

                    cout << "iters " << sub_iter << endl;

                    break;

                }

            }

        }

    }

    void TAL_smoothing(Manifold& m, float w, int max_iter)

    {

        for(int iter=0;iter<max_iter;++iter) {

            VertexAttributeVector<float> vertex_areas;

            VertexAttributeVector<Vec3d> laplacians;

            for(VertexIDIterator vid = m.vertices_begin(); vid != m.vertices_end(); ++vid)

            {

                vertex_areas[*vid] = 0;

                for(Walker w = m.walker(*vid); !w.full_circle(); w = w.circulate_vertex_ccw())

                    if(w.face() != InvalidFaceID)

                        vertex_areas[*vid] += area(m, w.face());

            }

            for(VertexIDIterator vid = m.vertices_begin(); vid != m.vertices_end(); ++vid)

            {

                laplacians[*vid] = Vec3d(0);

                double weight_sum = 0.0;

                if(boundary(m, *vid))

                {

                    double angle_sum = 0;

                    for(Walker w = m.walker(*vid); !w.full_circle(); w = w.circulate_vertex_ccw())

                    {

                        if (w.face() != InvalidFaceID)

                        {

                            Vec3d vec_a = normalize(m.pos(w.vertex()) - m.pos(*vid));

                            Vec3d vec_b = normalize(m.pos(w.circulate_vertex_ccw().vertex()) -

                                                    m.pos(*vid));

                            angle_sum += acos(max(-1.0,min(1.0,dot(vec_a,vec_b))));

                        }

                        if(boundary(m,w.vertex()))

                        {

                            laplacians[*vid] += m.pos(w.vertex()) - m.pos(*vid);

                            weight_sum += 1.0;

                        }

                    }

                    laplacians[*vid] /= weight_sum;

                    laplacians[*vid] *= exp(-3.0*sqr(max(0.0, M_PI-angle_sum)));

                }

                else

                {

                    for(Walker w = m.walker(*vid); !w.full_circle(); w = w.circulate_vertex_ccw())

                    {

                        float weight = vertex_areas[w.vertex()];

                        Vec3d l = m.pos(w.vertex()) - m.pos(*vid);

                        laplacians[*vid] +=  weight * l;

                        weight_sum += weight;

                    }

                    laplacians[*vid] /= weight_sum;

                    //                Vec3d n = normal(m, *vid);

                    //                if(sqr_length(n)>0.9)

                    //                    laplacians[*vid] -= n * dot(n, laplacians[*vid]);

                }

            }

            for(VertexIDIterator vid = m.vertices_begin(); vid != m.vertices_end(); ++vid)

                m.pos(*vid) += w*laplacians[*vid];

        }

    }

}