distributed_vector.h

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// The libMesh Finite Element Library.
// Copyright (C) 2002-2023 Benjamin S. Kirk, John W. Peterson, Roy H. Stogner

// This library is free software; you can redistribute it and/or
// modify it under the terms of the GNU Lesser General Public
// License as published by the Free Software Foundation; either
// version 2.1 of the License, or (at your option) any later version.

// This library is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
// Lesser General Public License for more details.

// You should have received a copy of the GNU Lesser General Public
// License along with this library; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA



#include "libmesh/libmesh_common.h"



#ifndef LIBMESH_DISTRIBUTED_VECTOR_H
#define LIBMESH_DISTRIBUTED_VECTOR_H

// Local includes
#include "libmesh/int_range.h"
#include "libmesh/numeric_vector.h"
#include "libmesh/parallel.h"

// C++ includes
#include <vector>
#include <algorithm>
#include <limits>
#include <mutex>

namespace libMesh
{

template <typename T>
class DistributedVector final : public NumericVector<T>
{
public:

  explicit
  DistributedVector (const Parallel::Communicator & comm,
                     const ParallelType = AUTOMATIC);

  explicit
  DistributedVector (const Parallel::Communicator & comm,
                     const numeric_index_type n,
                     const ParallelType ptype = AUTOMATIC);

  DistributedVector (const Parallel::Communicator & comm,
                     const numeric_index_type n,
                     const numeric_index_type n_local,
                     const ParallelType ptype = AUTOMATIC);

  DistributedVector (const Parallel::Communicator & comm,
                     const numeric_index_type N,
                     const numeric_index_type n_local,
                     const std::vector<numeric_index_type> & ghost,
                     const ParallelType ptype = AUTOMATIC);

  DistributedVector & operator= (const DistributedVector &);

  DistributedVector (DistributedVector &&) = default;
  DistributedVector (const DistributedVector &) = default;
  DistributedVector & operator= (DistributedVector &&) = default;
  virtual ~DistributedVector () = default;

  virtual void close () override;

  virtual void clear () override;

  virtual void zero () override;

  virtual std::unique_ptr<NumericVector<T>> zero_clone () const override;

  virtual std::unique_ptr<NumericVector<T>> clone () const override;

  virtual void init (const numeric_index_type N,
                     const numeric_index_type n_local,
                     const bool fast=false,
                     const ParallelType ptype=AUTOMATIC) override;

  virtual void init (const numeric_index_type N,
                     const bool fast=false,
                     const ParallelType ptype=AUTOMATIC) override;

  virtual void init (const numeric_index_type N,
                     const numeric_index_type n_local,
                     const std::vector<numeric_index_type> & ghost,
                     const bool fast = false,
                     const ParallelType = AUTOMATIC) override;

  virtual void init (const NumericVector<T> & other,
                     const bool fast = false) override;

  virtual NumericVector<T> & operator= (const T s) override;

  virtual NumericVector<T> & operator= (const NumericVector<T> & v) override;

  virtual NumericVector<T> & operator= (const std::vector<T> & v) override;

  virtual Real min () const override;

  virtual Real max () const override;

  virtual T sum() const override;

  virtual Real l1_norm () const override;

  virtual Real l2_norm () const override;

  virtual Real linfty_norm () const override;

  virtual numeric_index_type size () const override;

  virtual numeric_index_type local_size() const override;

  virtual numeric_index_type first_local_index() const override;

  virtual numeric_index_type last_local_index() const override;

  virtual T operator() (const numeric_index_type i) const override;

  virtual NumericVector<T> & operator += (const NumericVector<T> & v) override;

  virtual NumericVector<T> & operator -= (const NumericVector<T> & v) override;

  virtual NumericVector<T> & operator *= (const NumericVector<T> & v) override;

  virtual NumericVector<T> & operator /= (const NumericVector<T> & v) override;

  virtual void reciprocal() override;

  virtual void conjugate() override;

  virtual void set (const numeric_index_type i, const T value) override;

  virtual void add (const numeric_index_type i, const T value) override;

  virtual void add (const T s) override;

  virtual void add (const NumericVector<T> & V) override;

  virtual void add (const T a, const NumericVector<T> & v) override;

  using NumericVector<T>::add_vector;

  virtual void add_vector (const NumericVector<T> &,
                           const SparseMatrix<T> &) override
  { libmesh_not_implemented(); }

  virtual void add_vector_transpose (const NumericVector<T> &,
                                     const SparseMatrix<T> &) override
  { libmesh_not_implemented(); }

  virtual void scale (const T factor) override;

  virtual void abs() override;

  virtual T dot(const NumericVector<T> & V) const override;

  virtual void localize (std::vector<T> & v_local) const override;

  virtual void localize (NumericVector<T> & v_local) const override;

  virtual void localize (NumericVector<T> & v_local,
                         const std::vector<numeric_index_type> & send_list) const override;

  virtual void localize (std::vector<T> & v_local,
                         const std::vector<numeric_index_type> & indices) const override;

  virtual void localize (const numeric_index_type first_local_idx,
                         const numeric_index_type last_local_idx,
                         const std::vector<numeric_index_type> & send_list) override;

  virtual void localize_to_one (std::vector<T> & v_local,
                                const processor_id_type proc_id=0) const override;

  virtual void pointwise_mult (const NumericVector<T> & vec1,
                               const NumericVector<T> & vec2) override;

  virtual void pointwise_divide (const NumericVector<T> & vec1,
                                 const NumericVector<T> & vec2) override;

  virtual void swap (NumericVector<T> & v) override;

  virtual std::size_t max_allowed_id() const override;

private:

  std::vector<T> _values;

  numeric_index_type _global_size;

  numeric_index_type _local_size;

  numeric_index_type _first_local_index;

  numeric_index_type _last_local_index;
};


//--------------------------------------------------------------------------
// DistributedVector inline methods
template <typename T>
inline
DistributedVector<T>::DistributedVector (const Parallel::Communicator & comm_in,
                                         const ParallelType ptype) :
  NumericVector<T>(comm_in, ptype),
  _global_size      (0),
  _local_size       (0),
  _first_local_index(0),
  _last_local_index (0)
{
  this->_type = ptype;
}



template <typename T>
inline
DistributedVector<T>::DistributedVector (const Parallel::Communicator & comm_in,
                                         const numeric_index_type n,
                                         const ParallelType ptype)
  : NumericVector<T>(comm_in, ptype)
{
  this->init(n, n, false, ptype);
}



template <typename T>
inline
DistributedVector<T>::DistributedVector (const Parallel::Communicator & comm_in,
                                         const numeric_index_type n,
                                         const numeric_index_type n_local,
                                         const ParallelType ptype)
  : NumericVector<T>(comm_in, ptype)
{
  this->init(n, n_local, false, ptype);
}



template <typename T>
inline
DistributedVector<T>::DistributedVector (const Parallel::Communicator & comm_in,
                                         const numeric_index_type n,
                                         const numeric_index_type n_local,
                                         const std::vector<numeric_index_type> & ghost,
                                         const ParallelType ptype)
  : NumericVector<T>(comm_in, ptype)
{
  this->init(n, n_local, ghost, false, ptype);
}



template <typename T>
inline
void DistributedVector<T>::init (const numeric_index_type n,
                                 const numeric_index_type n_local,
                                 const bool fast,
                                 const ParallelType ptype)
{
  // This function must be run on all processors at once
  parallel_object_only();

  libmesh_assert_less_equal (n_local, n);

  if (ptype == AUTOMATIC)
    {
      if (n == n_local)
        this->_type = SERIAL;
      else
        this->_type = PARALLEL;
    }
  else if (ptype == GHOSTED &&
           n == n_local) // We can support GHOSTED with no ghosts...
    this->_type = SERIAL;
  else
    this->_type = ptype;

  libmesh_assert ((this->_type==SERIAL && n==n_local) ||
                  this->_type==PARALLEL);

  // Clear the data structures if already initialized
  if (this->initialized())
    this->clear();

  // Initialize data structures
  _values.resize(n_local);
  _local_size  = n_local;
  _global_size = n;

  _first_local_index = 0;

#ifdef LIBMESH_HAVE_MPI

  std::vector<numeric_index_type> local_sizes (this->n_processors(), 0);

  local_sizes[this->processor_id()] = n_local;

  this->comm().sum(local_sizes);

  // _first_local_index is the sum of _local_size
  // for all processor ids less than ours
  for (auto p : make_range(this->processor_id()))
    _first_local_index += local_sizes[p];


#  ifdef DEBUG
  // Make sure all the local sizes sum up to the global
  // size, otherwise there is big trouble!
  numeric_index_type dbg_sum=0;

  for (auto p : make_range(this->n_processors()))
    dbg_sum += local_sizes[p];

  libmesh_assert_equal_to (dbg_sum, n);

#  endif

#else

  // No other options without MPI!
  libmesh_error_msg_if(n != n_local, "ERROR:  MPI is required for n != n_local!");

#endif

  _last_local_index = _first_local_index + n_local;

  // Set the initialized flag
  this->_is_initialized = true;

  // Zero the components unless directed otherwise
  if (!fast)
    this->zero();
}


template <typename T>
inline
void DistributedVector<T>::init (const numeric_index_type n,
                                 const numeric_index_type n_local,
                                 const std::vector<numeric_index_type> & /*ghost*/,
                                 const bool fast,
                                 const ParallelType ptype)
{
  // TODO: we shouldn't ignore the ghost sparsity pattern
  this->init(n, n_local, fast, ptype);
}



/* Default implementation for solver packages for which ghosted
   vectors are not yet implemented.  */
template <class T>
void DistributedVector<T>::init (const NumericVector<T> & other,
                                 const bool fast)
{
  this->init(other.size(),other.local_size(),fast,other.type());
}



template <typename T>
inline
void DistributedVector<T>::init (const numeric_index_type n,
                                 const bool fast,
                                 const ParallelType ptype)
{
  this->init(n,n,fast,ptype);
}



template <typename T>
inline
void DistributedVector<T>::close ()
{
  libmesh_assert (this->initialized());

  this->_is_closed = true;
}



template <typename T>
inline
void DistributedVector<T>::clear ()
{
  _values.clear();

  _global_size =
    _local_size =
    _first_local_index =
    _last_local_index = 0;


  this->_is_closed = this->_is_initialized = false;
}



template <typename T>
inline
void DistributedVector<T>::zero ()
{
  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);

  std::fill (_values.begin(),
             _values.end(),
             0.);
}



template <typename T>
inline
std::unique_ptr<NumericVector<T>> DistributedVector<T>::zero_clone () const
{
  NumericVector<T> * cloned_vector = new DistributedVector<T>(this->comm());
  cloned_vector->init(*this);
  return std::unique_ptr<NumericVector<T>>(cloned_vector);
}



template <typename T>
inline
std::unique_ptr<NumericVector<T>> DistributedVector<T>::clone () const
{
  NumericVector<T> * cloned_vector = new DistributedVector<T>(this->comm());
  cloned_vector->init(*this, true);
  *cloned_vector = *this;
  return std::unique_ptr<NumericVector<T>>(cloned_vector);
}



template <typename T>
inline
numeric_index_type DistributedVector<T>::size () const
{
  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);

  return _global_size;
}



template <typename T>
inline
numeric_index_type DistributedVector<T>::local_size () const
{
  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);

  return _local_size;
}



template <typename T>
inline
numeric_index_type DistributedVector<T>::first_local_index () const
{
  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);

  return _first_local_index;
}



template <typename T>
inline
numeric_index_type DistributedVector<T>::last_local_index () const
{
  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);

  return _last_local_index;
}



template <typename T>
inline
T DistributedVector<T>::operator() (const numeric_index_type i) const
{
  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);
  libmesh_assert ( ((i >= first_local_index()) &&
                    (i <  last_local_index())) );

  return _values[i - _first_local_index];
}



template <typename T>
inline
void DistributedVector<T>::set (const numeric_index_type i, const T value)
{
  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);
  libmesh_assert_less (i, size());
  libmesh_assert_less (i-first_local_index(), local_size());

  std::scoped_lock lock(this->_numeric_vector_mutex);
  _values[i - _first_local_index] = value;


  this->_is_closed = false;
}




template <typename T>
inline
void DistributedVector<T>::add (const numeric_index_type i, const T value)
{
  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);
  libmesh_assert_less (i, size());
  libmesh_assert_less (i-first_local_index(), local_size());

  std::scoped_lock lock(this->_numeric_vector_mutex);
  _values[i - _first_local_index] += value;


  this->_is_closed = false;
}



template <typename T>
inline
Real DistributedVector<T>::min () const
{
  // This function must be run on all processors at once
  parallel_object_only();

  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);

  Real local_min = std::numeric_limits<Real>::max();
  for (auto v : _values)
    local_min = std::min(libmesh_real(v), local_min);

  this->comm().min(local_min);

  return local_min;
}



template <typename T>
inline
Real DistributedVector<T>::max() const
{
  // This function must be run on all processors at once
  parallel_object_only();

  libmesh_assert (this->initialized());
  libmesh_assert_equal_to (_values.size(), _local_size);
  libmesh_assert_equal_to ((_last_local_index - _first_local_index), _local_size);

  Real local_max = -std::numeric_limits<Real>::max();
  for (auto v : _values)
    local_max = std::max(libmesh_real(v), local_max);

  this->comm().max(local_max);

  return local_max;
}


template <typename T>
inline
void DistributedVector<T>::swap (NumericVector<T> & other)
{
  DistributedVector<T> & v = cast_ref<DistributedVector<T> &>(other);

  std::swap(_global_size, v._global_size);
  std::swap(_local_size, v._local_size);
  std::swap(_first_local_index, v._first_local_index);
  std::swap(_last_local_index, v._last_local_index);

  // This should be O(1) with any reasonable STL implementation
  std::swap(_values, v._values);
}

template <typename T>
inline
std::size_t DistributedVector<T>::max_allowed_id () const
{
  // Uses a std:vector<T>, so our indexing matches that
  return std::numeric_limits<typename std::vector<T>::size_type>::max();
}

} // namespace libMesh


#endif  // LIBMESH_DISTRIBUTED_VECTOR_H