// Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au)
// Copyright 2008-2016 National ICT Australia (NICTA)
// 
// 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.
// ------------------------------------------------------------------------



//! \addtogroup op_hist
//! @{



template<typename eT>
inline
void
op_hist::apply_noalias(Mat<uword>& out, const Mat<eT>& A, const uword n_bins, const uword dim)
  {
  arma_extra_debug_sigprint();
  
  arma_debug_check( ((A.is_vec() == false) && (A.is_empty() == false)), "hist(): only vectors are supported when automatically determining bin centers" );
  
  if(n_bins == 0)  { out.reset(); return; }
  
        uword A_n_elem = A.n_elem;
  const eT*   A_mem    = A.memptr();
  
  eT min_val = priv::most_pos<eT>();
  eT max_val = priv::most_neg<eT>();
  
  uword i,j;
  for(i=0, j=1; j < A_n_elem; i+=2, j+=2)
    {
    const eT val_i = A_mem[i];
    const eT val_j = A_mem[j];
    
    if(min_val > val_i) { min_val = val_i; }
    if(min_val > val_j) { min_val = val_j; }
      
    if(max_val < val_i) { max_val = val_i; }
    if(max_val < val_j) { max_val = val_j; }
    }
  
  if(i < A_n_elem)
    {
    const eT val_i = A_mem[i];
    
    if(min_val > val_i) { min_val = val_i; }
    if(max_val < val_i) { max_val = val_i; }
    }
  
  if(min_val == max_val)
    {
    min_val -= (n_bins/2);
    max_val += (n_bins/2);
    }
  
  if(arma_isfinite(min_val) == false) { min_val = priv::most_neg<eT>(); }
  if(arma_isfinite(max_val) == false) { max_val = priv::most_pos<eT>(); }
  
  Col<eT> c(n_bins);
  eT* c_mem = c.memptr();
  
  for(uword ii=0; ii < n_bins; ++ii)
    {
    c_mem[ii] = (0.5 + ii) / double(n_bins);
    }
  
  c = ((max_val - min_val) * c) + min_val;
  
  glue_hist::apply_noalias(out, A, c, dim);
  }



template<typename T1>
inline
void
op_hist::apply(Mat<uword>& out, const mtOp<uword, T1, op_hist>& X)
  {
  arma_extra_debug_sigprint();
  
  const uword n_bins = X.aux_uword_a;
  
  const quasi_unwrap<T1> U(X.m);
  
  const uword dim = (T1::is_xvec) ? uword(U.M.is_rowvec() ? 1 : 0) : uword((T1::is_row) ? 1 : 0);
  
  if(is_non_integral<typename T1::elem_type>::value)
    {
    if(U.is_alias(out))
      {
      Mat<uword> tmp;
      
      op_hist::apply_noalias(tmp, U.M, n_bins, dim);
      
      out.steal_mem(tmp);
      }
    else
      {
      op_hist::apply_noalias(out, U.M, n_bins, dim);
      }
    }
  else
    {
    Mat<double> converted = conv_to< Mat<double> >::from(U.M);
    
    op_hist::apply_noalias(out, converted, n_bins, dim);
    }
  }



//! @}
