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Copy pathSpBase_meat.hpp
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883 lines (602 loc) · 18.3 KB
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// SPDX-License-Identifier: Apache-2.0
//
// Copyright 2008-2016 Conrad Sanderson (https://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
// https://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 SpBase
//! @{
template<typename elem_type, typename derived>
arma_inline
const derived&
SpBase<elem_type,derived>::get_ref() const
{
return static_cast<const derived&>(*this);
}
template<typename elem_type, typename derived>
inline
const SpOp<derived, spop_htrans>
SpBase<elem_type,derived>::t() const
{
return SpOp<derived,spop_htrans>( (*this).get_ref() );
}
template<typename elem_type, typename derived>
inline
const SpOp<derived, spop_htrans>
SpBase<elem_type,derived>::ht() const
{
return SpOp<derived, spop_htrans>( (*this).get_ref() );
}
template<typename elem_type, typename derived>
inline
const SpOp<derived, spop_strans>
SpBase<elem_type,derived>::st() const
{
return SpOp<derived, spop_strans>( (*this).get_ref() );
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type,derived>::print(const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = get_cout_stream().width();
get_cout_stream() << extra_text << '\n';
get_cout_stream().width(orig_width);
}
arma_ostream::print(get_cout_stream(), tmp.M, true);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type,derived>::print(std::ostream& user_stream, const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = user_stream.width();
user_stream << extra_text << '\n';
user_stream.width(orig_width);
}
arma_ostream::print(user_stream, tmp.M, true);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type,derived>::raw_print(const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = get_cout_stream().width();
get_cout_stream() << extra_text << '\n';
get_cout_stream().width(orig_width);
}
arma_ostream::print(get_cout_stream(), tmp.M, false);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type,derived>::raw_print(std::ostream& user_stream, const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = user_stream.width();
user_stream << extra_text << '\n';
user_stream.width(orig_width);
}
arma_ostream::print(user_stream, tmp.M, false);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type, derived>::print_dense(const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = get_cout_stream().width();
get_cout_stream() << extra_text << '\n';
get_cout_stream().width(orig_width);
}
arma_ostream::print_dense(get_cout_stream(), tmp.M, true);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type, derived>::print_dense(std::ostream& user_stream, const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = user_stream.width();
user_stream << extra_text << '\n';
user_stream.width(orig_width);
}
arma_ostream::print_dense(user_stream, tmp.M, true);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type, derived>::raw_print_dense(const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = get_cout_stream().width();
get_cout_stream() << extra_text << '\n';
get_cout_stream().width(orig_width);
}
arma_ostream::print_dense(get_cout_stream(), tmp.M, false);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type, derived>::raw_print_dense(std::ostream& user_stream, const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = user_stream.width();
user_stream << extra_text << '\n';
user_stream.width(orig_width);
}
arma_ostream::print_dense(user_stream, tmp.M, false);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type,derived>::brief_print(const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = get_cout_stream().width();
get_cout_stream() << extra_text << '\n';
get_cout_stream().width(orig_width);
}
arma_ostream::brief_print(get_cout_stream(), tmp.M);
}
template<typename elem_type, typename derived>
inline
void
SpBase<elem_type,derived>::brief_print(std::ostream& user_stream, const std::string extra_text) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
if(extra_text.length() != 0)
{
const std::streamsize orig_width = user_stream.width();
user_stream << extra_text << '\n';
user_stream.width(orig_width);
}
arma_ostream::brief_print(user_stream, tmp.M);
}
//
// extra functions defined in SpBase_eval_SpMat
template<typename elem_type, typename derived>
inline
const derived&
SpBase_eval_SpMat<elem_type, derived>::eval() const
{
arma_debug_sigprint();
return static_cast<const derived&>(*this);
}
//
// extra functions defined in SpBase_eval_expr
template<typename elem_type, typename derived>
inline
SpMat<elem_type>
SpBase_eval_expr<elem_type, derived>::eval() const
{
arma_debug_sigprint();
return SpMat<elem_type>( static_cast<const derived&>(*this) );
}
template<typename elem_type, typename derived>
inline
elem_type
SpBase<elem_type, derived>::min() const
{
return op_sp_min::min( (*this).get_ref() );
}
template<typename elem_type, typename derived>
inline
elem_type
SpBase<elem_type, derived>::max() const
{
return op_sp_max::max( (*this).get_ref() );
}
template<typename elem_type, typename derived>
inline
elem_type
SpBase<elem_type, derived>::min(uword& index_of_min_val) const
{
const SpProxy<derived> P( (*this).get_ref() );
return op_sp_min::min_with_index(P, index_of_min_val);
}
template<typename elem_type, typename derived>
inline
elem_type
SpBase<elem_type, derived>::max(uword& index_of_max_val) const
{
const SpProxy<derived> P( (*this).get_ref() );
return op_sp_max::max_with_index(P, index_of_max_val);
}
template<typename elem_type, typename derived>
inline
elem_type
SpBase<elem_type, derived>::min(uword& row_of_min_val, uword& col_of_min_val) const
{
const SpProxy<derived> P( (*this).get_ref() );
uword index = 0;
const elem_type val = op_sp_min::min_with_index(P, index);
const uword local_n_rows = P.get_n_rows();
row_of_min_val = index % local_n_rows;
col_of_min_val = index / local_n_rows;
return val;
}
template<typename elem_type, typename derived>
inline
elem_type
SpBase<elem_type, derived>::max(uword& row_of_max_val, uword& col_of_max_val) const
{
const SpProxy<derived> P( (*this).get_ref() );
uword index = 0;
const elem_type val = op_sp_max::max_with_index(P, index);
const uword local_n_rows = P.get_n_rows();
row_of_max_val = index % local_n_rows;
col_of_max_val = index / local_n_rows;
return val;
}
template<typename elem_type, typename derived>
inline
uword
SpBase<elem_type,derived>::index_min() const
{
const SpProxy<derived> P( (*this).get_ref() );
uword index = 0;
if(P.get_n_elem() == 0)
{
arma_conform_check(true, "index_min(): object has no elements");
}
else
{
op_sp_min::min_with_index(P, index);
}
return index;
}
template<typename elem_type, typename derived>
inline
uword
SpBase<elem_type,derived>::index_max() const
{
const SpProxy<derived> P( (*this).get_ref() );
uword index = 0;
if(P.get_n_elem() == 0)
{
arma_conform_check(true, "index_max(): object has no elements");
}
else
{
op_sp_max::max_with_index(P, index);
}
return index;
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_symmetric() const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
return tmp.M.is_symmetric();
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_symmetric(const typename get_pod_type<elem_type>::result tol) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
return tmp.M.is_symmetric(tol);
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_hermitian() const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
return tmp.M.is_hermitian();
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_hermitian(const typename get_pod_type<elem_type>::result tol) const
{
arma_debug_sigprint();
const unwrap_spmat<derived> tmp( (*this).get_ref() );
return tmp.M.is_hermitian(tol);
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_zero(const typename get_pod_type<elem_type>::result tol) const
{
arma_debug_sigprint();
typedef typename get_pod_type<elem_type>::result T;
arma_conform_check( ((tol >= T(0)) == false), "is_zero(): parameter 'tol' must be >= 0" );
const SpProxy<derived> P( (*this).get_ref() );
if(P.get_n_elem() == 0) { return false; }
if(P.get_n_nonzero() == 0) { return true; }
if(is_SpMat<typename SpProxy<derived>::stored_type>::value)
{
const unwrap_spmat<typename SpProxy<derived>::stored_type> U(P.Q);
return arrayops::is_zero(U.M.values, U.M.n_nonzero, tol);
}
typename SpProxy<derived>::const_iterator_type it = P.begin();
typename SpProxy<derived>::const_iterator_type it_end = P.end();
if(is_cx<elem_type>::yes)
{
while(it != it_end)
{
const elem_type val = (*it);
const T val_real = access::tmp_real(val);
const T val_imag = access::tmp_imag(val);
if( (eop_aux::arma_abs(val_real) <= tol) == false ) { return false; }
if( (eop_aux::arma_abs(val_imag) <= tol) == false ) { return false; }
++it;
}
}
else // not complex
{
while(it != it_end)
{
if( (eop_aux::arma_abs(*it) <= tol) == false ) { return false; }
++it;
}
}
return true;
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_trimatu() const
{
arma_debug_sigprint();
const SpProxy<derived> P( (*this).get_ref() );
if(P.get_n_rows() != P.get_n_cols()) { return false; }
typename SpProxy<derived>::const_iterator_type it = P.begin();
typename SpProxy<derived>::const_iterator_type it_end = P.end();
while(it != it_end)
{
if(it.row() > it.col()) { return false; }
++it;
}
return true;
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_trimatl() const
{
arma_debug_sigprint();
const SpProxy<derived> P( (*this).get_ref() );
if(P.get_n_rows() != P.get_n_cols()) { return false; }
typename SpProxy<derived>::const_iterator_type it = P.begin();
typename SpProxy<derived>::const_iterator_type it_end = P.end();
while(it != it_end)
{
if(it.row() < it.col()) { return false; }
++it;
}
return true;
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_diagmat() const
{
arma_debug_sigprint();
const SpProxy<derived> P( (*this).get_ref() );
typename SpProxy<derived>::const_iterator_type it = P.begin();
typename SpProxy<derived>::const_iterator_type it_end = P.end();
while(it != it_end)
{
if(it.row() != it.col()) { return false; }
++it;
}
return true;
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_empty() const
{
arma_debug_sigprint();
const SpProxy<derived> P( (*this).get_ref() );
return (P.get_n_elem() == uword(0));
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_square() const
{
arma_debug_sigprint();
const SpProxy<derived> P( (*this).get_ref() );
return (P.get_n_rows() == P.get_n_cols());
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_vec() const
{
arma_debug_sigprint();
if( (SpProxy<derived>::is_row) || (SpProxy<derived>::is_col) || (SpProxy<derived>::is_xvec) ) { return true; }
const SpProxy<derived> P( (*this).get_ref() );
return ( (P.get_n_rows() == uword(1)) || (P.get_n_cols() == uword(1)) );
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_colvec() const
{
arma_debug_sigprint();
if(SpProxy<derived>::is_col) { return true; }
const SpProxy<derived> P( (*this).get_ref() );
return (P.get_n_cols() == uword(1));
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_rowvec() const
{
arma_debug_sigprint();
if(SpProxy<derived>::is_row) { return true; }
const SpProxy<derived> P( (*this).get_ref() );
return (P.get_n_rows() == uword(1));
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::is_finite() const
{
arma_debug_sigprint();
if(arma_config::fast_math_warn) { arma_warn(1, "is_finite(): detection of non-finite values is not reliable in fast math mode"); }
if(is_SpMat<typename SpProxy<derived>::stored_type>::value)
{
const unwrap_spmat<derived> U( (*this).get_ref() );
return U.M.internal_is_finite();
}
else
{
const SpProxy<derived> P( (*this).get_ref() );
typename SpProxy<derived>::const_iterator_type it = P.begin();
typename SpProxy<derived>::const_iterator_type it_end = P.end();
while(it != it_end)
{
if(arma_isnonfinite(*it)) { return false; }
++it;
}
}
return true;
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::has_inf() const
{
arma_debug_sigprint();
if(arma_config::fast_math_warn) { arma_warn(1, "has_inf(): detection of non-finite values is not reliable in fast math mode"); }
if(is_SpMat<typename SpProxy<derived>::stored_type>::value)
{
const unwrap_spmat<derived> U( (*this).get_ref() );
return U.M.internal_has_inf();
}
else
{
const SpProxy<derived> P( (*this).get_ref() );
typename SpProxy<derived>::const_iterator_type it = P.begin();
typename SpProxy<derived>::const_iterator_type it_end = P.end();
while(it != it_end)
{
if(arma_isinf(*it)) { return true; }
++it;
}
}
return false;
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::has_nan() const
{
arma_debug_sigprint();
if(arma_config::fast_math_warn) { arma_warn(1, "has_nan(): detection of non-finite values is not reliable in fast math mode"); }
if(is_SpMat<typename SpProxy<derived>::stored_type>::value)
{
const unwrap_spmat<derived> U( (*this).get_ref() );
return U.M.internal_has_nan();
}
else
{
const SpProxy<derived> P( (*this).get_ref() );
typename SpProxy<derived>::const_iterator_type it = P.begin();
typename SpProxy<derived>::const_iterator_type it_end = P.end();
while(it != it_end)
{
if(arma_isnan(*it)) { return true; }
++it;
}
}
return false;
}
template<typename elem_type, typename derived>
inline
bool
SpBase<elem_type,derived>::has_nonfinite() const
{
arma_debug_sigprint();
if(arma_config::fast_math_warn) { arma_warn(1, "has_nonfinite(): detection of non-finite values is not reliable in fast math mode"); }
if(is_SpMat<typename SpProxy<derived>::stored_type>::value)
{
const unwrap_spmat<derived> U( (*this).get_ref() );
return U.M.internal_has_nonfinite();
}
else
{
const SpProxy<derived> P( (*this).get_ref() );
typename SpProxy<derived>::const_iterator_type it = P.begin();
typename SpProxy<derived>::const_iterator_type it_end = P.end();
while(it != it_end)
{
if(arma_isnonfinite(*it)) { return true; }
++it;
}
}
return false;
}
template<typename elem_type, typename derived>
inline
const SpOp<derived,spop_vectorise_col>
SpBase<elem_type, derived>::as_col() const
{
return SpOp<derived,spop_vectorise_col>( (*this).get_ref() );
}
template<typename elem_type, typename derived>
inline
const SpOp<derived,spop_vectorise_row>
SpBase<elem_type, derived>::as_row() const
{
return SpOp<derived,spop_vectorise_row>( (*this).get_ref() );
}
template<typename elem_type, typename derived>
inline
const SpToDOp<derived,op_sp_as_dense>
SpBase<elem_type, derived>::as_dense() const
{
return SpToDOp<derived,op_sp_as_dense>( (*this).get_ref() );
}
//! @}