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Messenger.hpp

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    • Messenger.hpp 32.88 KiB 
    #ifndef MESSENGER_HPP
#define MESSENGER_HPP

#include <utils/PugsAssert.hpp>
#include <utils/PugsMacros.hpp>

#include <utils/Array.hpp>
#include <utils/CastArray.hpp>

#include <type_traits>
#include <vector>

#include <utils/pugs_config.hpp>

#ifdef PUGS_HAS_MPI
#include <mpi.h>
#endif   // PUGS_HAS_MPI

#include <utils/Exceptions.hpp>
#include <utils/PugsTraits.hpp>

namespace parallel
{
class Messenger
{
 public:
  struct helper
  {
#ifdef PUGS_HAS_MPI
    template <typename DataType>
    static PUGS_INLINE MPI_Datatype
    mpiType()
    {
      if constexpr (std::is_const_v<DataType>) {
        return mpiType<std::remove_const_t<DataType>>();
      } else {
        static_assert(std::is_arithmetic_v<DataType>, "Unexpected arithmetic type! Should not occur!");
        static_assert(is_false_v<DataType>, "MPI_Datatype are only defined for arithmetic types!");
        return MPI_Datatype();
      }
    }
#endif   // PUGS_HAS_MPI

   private:
    template <typename T, typename Allowed = void>
    struct split_cast
    {
    };

    template <typename T>
    struct split_cast<T, std::enable_if_t<not(sizeof(T) % sizeof(int64_t))>>
    {
      using type = int64_t;
      static_assert(not(sizeof(T) % sizeof(int64_t)));
    };

    template <typename T>
    struct split_cast<T, std::enable_if_t<not(sizeof(T) % sizeof(int32_t)) and (sizeof(T) % sizeof(int64_t))>>
    {
      using type = int32_t;
      static_assert(not(sizeof(T) % sizeof(int32_t)));
    };

    template <typename T>
    struct split_cast<T,
                      std::enable_if_t<not(sizeof(T) % sizeof(int16_t)) and (sizeof(T) % sizeof(int32_t)) and
                                       (sizeof(T) % sizeof(int64_t))>>
    {
      using type = int16_t;
      static_assert(not(sizeof(T) % sizeof(int16_t)));
        };

    template <typename T>
    struct split_cast<T,
                      std::enable_if_t<not(sizeof(T) % sizeof(int8_t)) and (sizeof(T) % sizeof(int16_t)) and
                                       (sizeof(T) % sizeof(int32_t)) and (sizeof(T) % sizeof(int64_t))>>
    {
      using type = int8_t;
      static_assert(not(sizeof(T) % sizeof(int8_t)));
    };

   public:
    template <typename T>
    using split_cast_t = typename split_cast<T>::type;
  };

  static Messenger* m_instance;
  Messenger(int& argc, char* argv[], bool parallel_output);

#ifdef PUGS_HAS_MPI
  MPI_Comm m_pugs_comm_world = MPI_COMM_WORLD;
#endif   // PUGS_HAS_MPI
  size_t m_rank{0};
  size_t m_size{1};

  // Rank and size in the whole MPI_COMM_WORLD of the process
  size_t m_global_rank{0};
  size_t m_global_size{1};

  template <typename DataType>
  void
  _gather(const DataType& data, Array<DataType> gather, size_t rank) const
  {
    static_assert(std::is_arithmetic_v<DataType>);
    Assert(gather.size() == m_size * (rank == m_rank));   // LCOV_EXCL_LINE

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();

    auto gather_address = (gather.size() > 0) ? &(gather[0]) : nullptr;

    MPI_Gather(&data, 1, mpi_datatype, gather_address, 1, mpi_datatype, rank, m_pugs_comm_world);
#else    // PUGS_HAS_MPI
    gather[0] = data;
#endif   // PUGS_HAS_MPI
  }

  template <template <typename... SendT> typename SendArrayType,
            template <typename... RecvT>
            typename RecvArrayType,
            typename... SendT,
            typename... RecvT>
  void
  _gather(const SendArrayType<SendT...>& data_array, RecvArrayType<RecvT...> gather_array, size_t rank) const
  {
    Assert(gather_array.size() == data_array.size() * m_size * (rank == m_rank));   // LCOV_EXCL_LINE

    using SendDataType = typename SendArrayType<SendT...>::data_type;
    using RecvDataType = typename RecvArrayType<RecvT...>::data_type;

    static_assert(std::is_same_v<std::remove_const_t<SendDataType>, RecvDataType>);
    static_assert(std::is_arithmetic_v<SendDataType>);

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<RecvDataType>();

    auto data_address   = (data_array.size() > 0) ? &(data_array[0]) : nullptr;
    auto gather_address = (gather_array.size() > 0) ? &(gather_array[0]) : nullptr;

    MPI_Gather(data_address, data_array.size(), mpi_datatype, gather_address, data_array.size(), mpi_datatype, rank,
                   m_pugs_comm_world);
#else    // PUGS_HAS_MPI
    copy_to(data_array, gather_array);
#endif   // PUGS_HAS_MPI
  }

  template <template <typename... SendT> typename SendArrayType,
            template <typename... RecvT>
            typename RecvArrayType,
            typename... SendT,
            typename... RecvT>
  void
  _gatherVariable(const SendArrayType<SendT...>& data_array,
                  RecvArrayType<RecvT...> gather_array,
                  Array<int> sizes_array,
                  size_t rank) const
  {
    Assert(gather_array.size() - sum(sizes_array) * (rank == m_rank) == 0);   // LCOV_EXCL_LINE

    using SendDataType = typename SendArrayType<SendT...>::data_type;
    using RecvDataType = typename RecvArrayType<RecvT...>::data_type;

    static_assert(std::is_same_v<std::remove_const_t<SendDataType>, RecvDataType>);
    static_assert(std::is_arithmetic_v<SendDataType>);

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<RecvDataType>();
    Array<int> start_positions{sizes_array.size()};
    if (start_positions.size() > 0) {
      start_positions[0] = 0;
      for (size_t i = 1; i < start_positions.size(); ++i) {
        start_positions[i] = start_positions[i - 1] + sizes_array[i - 1];
      }
    }

    auto data_address      = (data_array.size() > 0) ? &(data_array[0]) : nullptr;
    auto sizes_address     = (sizes_array.size() > 0) ? &(sizes_array[0]) : nullptr;
    auto positions_address = (start_positions.size() > 0) ? &(start_positions[0]) : nullptr;
    auto gather_address    = (gather_array.size() > 0) ? &(gather_array[0]) : nullptr;

    MPI_Gatherv(data_address, data_array.size(), mpi_datatype, gather_address, sizes_address, positions_address,
                mpi_datatype, rank, m_pugs_comm_world);
#else    // PUGS_HAS_MPI
    copy_to(data_array, gather_array);
#endif   // PUGS_HAS_MPI
  }

  template <typename DataType>
  void
  _allGather(const DataType& data, Array<DataType> gather) const
  {
    static_assert(std::is_arithmetic_v<DataType>);
    Assert(gather.size() == m_size);   // LCOV_EXCL_LINE

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();

    MPI_Allgather(&data, 1, mpi_datatype, &(gather[0]), 1, mpi_datatype, m_pugs_comm_world);
#else    // PUGS_HAS_MPI
    gather[0] = data;
#endif   // PUGS_HAS_MPI
  }

  template <template <typename... SendT> typename SendArrayType,
            template <typename... RecvT>
            typename RecvArrayType,
            typename... SendT,
            typename... RecvT>
  void
  _allGather(const SendArrayType<SendT...>& data_array, RecvArrayType<RecvT...> gather_array) const
      {
    Assert(gather_array.size() == data_array.size() * m_size);   // LCOV_EXCL_LINE

    using SendDataType = typename SendArrayType<SendT...>::data_type;
    using RecvDataType = typename RecvArrayType<RecvT...>::data_type;

    static_assert(std::is_same_v<std::remove_const_t<SendDataType>, RecvDataType>);
    static_assert(std::is_arithmetic_v<SendDataType>);

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<RecvDataType>();

    auto data_address   = (data_array.size() > 0) ? &(data_array[0]) : nullptr;
    auto gather_address = (gather_array.size() > 0) ? &(gather_array[0]) : nullptr;

    MPI_Allgather(data_address, data_array.size(), mpi_datatype, gather_address, data_array.size(), mpi_datatype,
                  m_pugs_comm_world);
#else    // PUGS_HAS_MPI
    copy_to(data_array, gather_array);
#endif   // PUGS_HAS_MPI
  }

  template <template <typename... SendT> typename SendArrayType,
            template <typename... RecvT>
            typename RecvArrayType,
            typename... SendT,
            typename... RecvT>
  void
  _allGatherVariable(const SendArrayType<SendT...>& data_array,
                     RecvArrayType<RecvT...> gather_array,
                     Array<int> sizes_array) const
  {
    Assert(gather_array.size() == static_cast<size_t>(sum(sizes_array)));   // LCOV_EXCL_LINE

    using SendDataType = typename SendArrayType<SendT...>::data_type;
    using RecvDataType = typename RecvArrayType<RecvT...>::data_type;

    static_assert(std::is_same_v<std::remove_const_t<SendDataType>, RecvDataType>);
    static_assert(std::is_arithmetic_v<SendDataType>);

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<RecvDataType>();
    Array<int> start_positions{sizes_array.size()};
    if (start_positions.size() > 0) {
      start_positions[0] = 0;
      for (size_t i = 1; i < start_positions.size(); ++i) {
        start_positions[i] = start_positions[i - 1] + sizes_array[i - 1];
      }
    }

    auto data_address      = (data_array.size() > 0) ? &(data_array[0]) : nullptr;
    auto sizes_address     = (sizes_array.size() > 0) ? &(sizes_array[0]) : nullptr;
    auto positions_address = (start_positions.size() > 0) ? &(start_positions[0]) : nullptr;
    auto gather_address    = (gather_array.size() > 0) ? &(gather_array[0]) : nullptr;

    MPI_Allgatherv(data_address, data_array.size(), mpi_datatype, gather_address, sizes_address, positions_address,
                   mpi_datatype, m_pugs_comm_world);
#else    // PUGS_HAS_MPI
    copy_to(data_array, gather_array);
#endif   // PUGS_HAS_MPI
  }

  template <typename DataType>
  void
  _broadcast_value([[maybe_unused]] DataType& data, [[maybe_unused]] size_t root_rank) const
  {
    static_assert(not std::is_const_v<DataType>);
    static_assert(std::is_arithmetic_v<DataType>);

#ifdef PUGS_HAS_MPI
        MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();

    MPI_Bcast(&data, 1, mpi_datatype, root_rank, m_pugs_comm_world);
#endif   // PUGS_HAS_MPI
  }

  template <typename ArrayType>
  void
  _broadcast_array([[maybe_unused]] ArrayType& array, [[maybe_unused]] size_t root_rank) const
  {
    using DataType = typename ArrayType::data_type;
    static_assert(not std::is_const_v<DataType>);
    static_assert(std::is_arithmetic_v<DataType>);

#ifdef PUGS_HAS_MPI
    auto array_address = (array.size() > 0) ? &(array[0]) : nullptr;

    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();
    MPI_Bcast(array_address, array.size(), mpi_datatype, root_rank, m_pugs_comm_world);
#endif   // PUGS_HAS_MPI
  }

  template <template <typename... SendT> typename SendArrayType,
            template <typename... RecvT>
            typename RecvArrayType,
            typename... SendT,
            typename... RecvT>
  void
  _allToAll(const SendArrayType<SendT...>& sent_array, RecvArrayType<RecvT...>& recv_array) const
  {
#ifdef PUGS_HAS_MPI
    using SendDataType = typename SendArrayType<SendT...>::data_type;
    using RecvDataType = typename RecvArrayType<RecvT...>::data_type;

    static_assert(std::is_same_v<std::remove_const_t<SendDataType>, RecvDataType>);
    static_assert(std::is_arithmetic_v<SendDataType>);

    Assert((sent_array.size() % m_size) == 0);        // LCOV_EXCL_LINE
    Assert(sent_array.size() == recv_array.size());   // LCOV_EXCL_LINE

    const size_t count = sent_array.size() / m_size;

    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<SendDataType>();

    auto sent_address = (sent_array.size() > 0) ? &(sent_array[0]) : nullptr;
    auto recv_address = (recv_array.size() > 0) ? &(recv_array[0]) : nullptr;

    MPI_Alltoall(sent_address, count, mpi_datatype, recv_address, count, mpi_datatype, m_pugs_comm_world);
#else    // PUGS_HAS_MPI
    copy_to(sent_array, recv_array);
#endif   // PUGS_HAS_MPI
  }

  template <template <typename... SendT> typename SendArrayType,
            template <typename... RecvT>
            typename RecvArrayType,
            typename... SendT,
            typename... RecvT>
  void
  _exchange(const std::vector<SendArrayType<SendT...>>& sent_array_list,
            std::vector<RecvArrayType<RecvT...>>& recv_array_list) const
  {
    using SendDataType = typename SendArrayType<SendT...>::data_type;
    using RecvDataType = typename RecvArrayType<RecvT...>::data_type;

    static_assert(std::is_same_v<std::remove_const_t<SendDataType>, RecvDataType>);
    static_assert(std::is_arithmetic_v<SendDataType>);

#ifdef PUGS_HAS_MPI
    std::vector<MPI_Request> request_list;
    
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<SendDataType>();

    for (size_t i_send = 0; i_send < sent_array_list.size(); ++i_send) {
      const auto sent_array = sent_array_list[i_send];
      if (sent_array.size() > 0) {
        MPI_Request request;
        MPI_Isend(&(sent_array[0]), sent_array.size(), mpi_datatype, i_send, 0, m_pugs_comm_world, &request);
        request_list.push_back(request);
      }
    }

    for (size_t i_recv = 0; i_recv < recv_array_list.size(); ++i_recv) {
      auto recv_array = recv_array_list[i_recv];
      if (recv_array.size() > 0) {
        MPI_Request request;
        MPI_Irecv(&(recv_array[0]), recv_array.size(), mpi_datatype, i_recv, 0, m_pugs_comm_world, &request);
        request_list.push_back(request);
      }
    }

    if (request_list.size() > 0) {
      std::vector<MPI_Status> status_list(request_list.size());
      if (MPI_SUCCESS != MPI_Waitall(request_list.size(), &(request_list[0]), &(status_list[0]))) {
        // LCOV_EXCL_START
        throw NormalError("Communication error");
        // LCOV_EXCL_STOP
      }
    }

#else    // PUGS_HAS_MPI
    Assert(sent_array_list.size() == 1);
    Assert(recv_array_list.size() == 1);

    copy_to(sent_array_list[0], recv_array_list[0]);
#endif   // PUGS_HAS_MPI
  }

  template <typename DataType, typename CastDataType>
  void
  _exchange_through_cast(const std::vector<Array<DataType>>& sent_array_list,
                         std::vector<Array<std::remove_const_t<DataType>>>& recv_array_list) const
  {
    std::vector<CastArray<DataType, const CastDataType>> sent_cast_array_list;
    for (size_t i = 0; i < sent_array_list.size(); ++i) {
      sent_cast_array_list.emplace_back(cast_array_to<const CastDataType>::from(sent_array_list[i]));
    }

    using MutableDataType = std::remove_const_t<DataType>;
    std::vector<CastArray<MutableDataType, CastDataType>> recv_cast_array_list;
    for (size_t i = 0; i < sent_array_list.size(); ++i) {
      recv_cast_array_list.emplace_back(recv_array_list[i]);
    }

    _exchange(sent_cast_array_list, recv_cast_array_list);
  }

 public:
  static void create(int& argc, char* argv[], bool parallel_output = false);
  static void destroy();

  PUGS_INLINE
  static Messenger&
  getInstance()
  {
    Assert(m_instance != nullptr);   // LCOV_EXCL_LINE
    return *m_instance;
  }

  PUGS_INLINE
      const size_t&
  rank() const
  {
    return m_rank;
  }

  PUGS_INLINE
  const size_t&
  size() const
  {
    return m_size;
  }

  // The global rank is the rank in the whole MPI_COMM_WORLD, one
  // generally needs rank() for classical parallelism
  PUGS_INLINE
  const size_t&
  globalRank() const
  {
    return m_global_rank;
  }

  // The global size is the size in the whole MPI_COMM_WORLD, one
  // generally needs size() for classical parallelism
  PUGS_INLINE
  const size_t&
  globalSize() const
  {
    return m_global_size;
  }

#ifdef PUGS_HAS_MPI
  PUGS_INLINE
  const MPI_Comm&
  comm() const
  {
    return m_pugs_comm_world;
  }
#endif   // PUGS_HAS_MPI

  void barrier() const;

  template <typename DataType>
  DataType
  allReduceMin(const DataType& data) const
  {
    static_assert(not std::is_const_v<DataType>);
    static_assert(std::is_arithmetic_v<DataType>);
    static_assert(not std::is_same_v<DataType, bool>);

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();

    DataType min_data = data;
    MPI_Allreduce(&data, &min_data, 1, mpi_datatype, MPI_MIN, m_pugs_comm_world);

    return min_data;
#else    // PUGS_HAS_MPI
    return data;
#endif   // PUGS_HAS_MPI
  }

  template <typename DataType>
  DataType
  allReduceAnd(const DataType& data) const
  {
    static_assert(std::is_same_v<DataType, bool>);

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();
    
    DataType max_data = data;
    MPI_Allreduce(&data, &max_data, 1, mpi_datatype, MPI_LAND, m_pugs_comm_world);

    return max_data;
#else    // PUGS_HAS_MPI
    return data;
#endif   // PUGS_HAS_MPI
  }

  template <typename DataType>
  DataType
  allReduceOr(const DataType& data) const
  {
    static_assert(std::is_same_v<DataType, bool>);

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();

    DataType max_data = data;
    MPI_Allreduce(&data, &max_data, 1, mpi_datatype, MPI_LOR, m_pugs_comm_world);

    return max_data;
#else    // PUGS_HAS_MPI
    return data;
#endif   // PUGS_HAS_MPI
  }

  template <typename DataType>
  DataType
  allReduceMax(const DataType& data) const
  {
    static_assert(not std::is_const_v<DataType>);
    static_assert(std::is_arithmetic_v<DataType>);
    static_assert(not std::is_same_v<DataType, bool>);

#ifdef PUGS_HAS_MPI
    MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();

    DataType max_data = data;
    MPI_Allreduce(&data, &max_data, 1, mpi_datatype, MPI_MAX, m_pugs_comm_world);

    return max_data;
#else    // PUGS_HAS_MPI
    return data;
#endif   // PUGS_HAS_MPI
  }

  template <typename DataType>
  DataType
  allReduceSum(const DataType& data) const
  {
    static_assert(not std::is_const_v<DataType>);
    static_assert(not std::is_same_v<DataType, bool>);

#ifdef PUGS_HAS_MPI
    if constexpr (std::is_arithmetic_v<DataType>) {
      MPI_Datatype mpi_datatype = Messenger::helper::mpiType<DataType>();

      DataType data_sum = data;
      MPI_Allreduce(&data, &data_sum, 1, mpi_datatype, MPI_SUM, m_pugs_comm_world);

      return data_sum;
    } else if constexpr (is_trivially_castable<DataType>) {
      using InnerDataType = typename DataType::data_type;

      MPI_Datatype mpi_datatype = Messenger::helper::mpiType<InnerDataType>();
      const int size            = sizeof(DataType) / sizeof(InnerDataType);
      DataType data_sum         = data;
      MPI_Allreduce(&data, &data_sum, size, mpi_datatype, MPI_SUM, m_pugs_comm_world);
    
      return data_sum;
    } else {
      throw UnexpectedError("invalid data type for reduce sum");
    }
#else    // PUGS_HAS_MPI
    return data;
#endif   // PUGS_HAS_MPI
  }

  template <typename DataType>
  PUGS_INLINE Array<DataType>
  gather(const DataType& data, size_t rank) const
  {
    static_assert(not std::is_const_v<DataType>);

    Array<DataType> gather_array((m_rank == rank) ? m_size : 0);

    if constexpr (std::is_arithmetic_v<DataType>) {
      _gather(data, gather_array, rank);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType = helper::split_cast_t<DataType>;

      CastArray cast_value_array  = cast_value_to<const CastType>::from(data);
      CastArray cast_gather_array = cast_array_to<CastType>::from(gather_array);

      _gather(cast_value_array, cast_gather_array, rank);
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
    return gather_array;
  }

  template <typename DataType>
  PUGS_INLINE Array<std::remove_const_t<DataType>>
  gather(const Array<DataType>& array, size_t rank) const
  {
    using MutableDataType = std::remove_const_t<DataType>;
    Array<MutableDataType> gather_array((m_rank == rank) ? (m_size * array.size()) : 0);

    if constexpr (std::is_arithmetic_v<DataType>) {
      _gather(array, gather_array, rank);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType        = helper::split_cast_t<DataType>;
      using MutableCastType = helper::split_cast_t<MutableDataType>;

      CastArray cast_array        = cast_array_to<CastType>::from(array);
      CastArray cast_gather_array = cast_array_to<MutableCastType>::from(gather_array);

      _gather(cast_array, cast_gather_array, rank);
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
    return gather_array;
  }

  template <typename DataType>
  PUGS_INLINE Array<std::remove_const_t<DataType>>
  gatherVariable(const Array<DataType>& array, size_t rank) const
  {
    int send_size          = array.size();
    Array<int> sizes_array = gather(send_size, rank);

    using MutableDataType = std::remove_const_t<DataType>;
    Array<MutableDataType> gather_array(sum(sizes_array));

    if constexpr (std::is_arithmetic_v<DataType>) {
      _gatherVariable(array, gather_array, sizes_array, rank);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType        = helper::split_cast_t<DataType>;
          using MutableCastType = helper::split_cast_t<MutableDataType>;

      int size_ratio = sizeof(DataType) / sizeof(CastType);
      for (size_t i = 0; i < sizes_array.size(); ++i) {
        sizes_array[i] *= size_ratio;
      }

      CastArray cast_array        = cast_array_to<CastType>::from(array);
      CastArray cast_gather_array = cast_array_to<MutableCastType>::from(gather_array);

      _gatherVariable(cast_array, cast_gather_array, sizes_array, rank);
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
    return gather_array;
  }

  template <typename DataType>
  PUGS_INLINE Array<DataType>
  allGather(const DataType& data) const
  {
    static_assert(not std::is_const_v<DataType>);

    Array<DataType> gather_array(m_size);

    if constexpr (std::is_arithmetic_v<DataType>) {
      _allGather(data, gather_array);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType = helper::split_cast_t<DataType>;

      CastArray cast_value_array  = cast_value_to<const CastType>::from(data);
      CastArray cast_gather_array = cast_array_to<CastType>::from(gather_array);

      _allGather(cast_value_array, cast_gather_array);
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
    return gather_array;
  }

  template <typename DataType>
  PUGS_INLINE Array<std::remove_const_t<DataType>>
  allGather(const Array<DataType>& array) const
  {
    using MutableDataType = std::remove_const_t<DataType>;
    Array<MutableDataType> gather_array(m_size * array.size());

    if constexpr (std::is_arithmetic_v<DataType>) {
      _allGather(array, gather_array);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType        = helper::split_cast_t<DataType>;
      using MutableCastType = helper::split_cast_t<MutableDataType>;

      CastArray cast_array        = cast_array_to<CastType>::from(array);
      CastArray cast_gather_array = cast_array_to<MutableCastType>::from(gather_array);

      _allGather(cast_array, cast_gather_array);
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
    return gather_array;
  }

  template <typename DataType>
  PUGS_INLINE Array<std::remove_const_t<DataType>>
  allGatherVariable(const Array<DataType>& array) const
  {
    int send_size          = array.size();
    Array<int> sizes_array = allGather(send_size);

        using MutableDataType = std::remove_const_t<DataType>;
    Array<MutableDataType> gather_array(sum(sizes_array));

    if constexpr (std::is_arithmetic_v<DataType>) {
      _allGatherVariable(array, gather_array, sizes_array);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType        = helper::split_cast_t<DataType>;
      using MutableCastType = helper::split_cast_t<MutableDataType>;

      int size_ratio = sizeof(DataType) / sizeof(CastType);
      for (size_t i = 0; i < sizes_array.size(); ++i) {
        sizes_array[i] *= size_ratio;
      }

      CastArray cast_array        = cast_array_to<CastType>::from(array);
      CastArray cast_gather_array = cast_array_to<MutableCastType>::from(gather_array);

      _allGatherVariable(cast_array, cast_gather_array, sizes_array);
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
    return gather_array;
  }

  template <typename SendDataType>
  PUGS_INLINE Array<std::remove_const_t<SendDataType>>
  allToAll(const Array<SendDataType>& sent_array) const
  {
#ifndef NDEBUG
    const size_t min_size = allReduceMin(sent_array.size());
    const size_t max_size = allReduceMax(sent_array.size());
    Assert(max_size == min_size);                // LCOV_EXCL_LINE
#endif                                           // NDEBUG
    Assert((sent_array.size() % m_size) == 0);   // LCOV_EXCL_LINE

    using DataType = std::remove_const_t<SendDataType>;
    Array<DataType> recv_array(sent_array.size());

    if constexpr (std::is_arithmetic_v<DataType>) {
      _allToAll(sent_array, recv_array);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType = helper::split_cast_t<DataType>;

      auto send_cast_array = cast_array_to<const CastType>::from(sent_array);
      auto recv_cast_array = cast_array_to<CastType>::from(recv_array);
      _allToAll(send_cast_array, recv_cast_array);
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
    return recv_array;
  }

  template <typename DataType>
  PUGS_INLINE void
  broadcast(DataType& data, size_t root_rank) const
  {
    static_assert(not std::is_const_v<DataType>, "cannot broadcast const data");
    if constexpr (std::is_arithmetic_v<DataType>) {
      _broadcast_value(data, root_rank);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType = helper::split_cast_t<DataType>;
      if constexpr (sizeof(CastType) == sizeof(DataType)) {
        CastType& cast_data = reinterpret_cast<CastType&>(data);
        _broadcast_value(cast_data, root_rank);
      } else {
        CastArray cast_array = cast_value_to<CastType>::from(data);
        _broadcast_array(cast_array, root_rank);
      }
    } else if constexpr (std::is_same_v<std::string, DataType>) {
      Array s = convert_to_array(data);
          broadcast(s, root_rank);
      if (m_rank != root_rank) {
        data.resize(s.size());
        for (size_t i = 0; i < s.size(); ++i) {
          data[i] = s[i];
        }
      }
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
  }

  template <typename DataType>
  PUGS_INLINE void
  broadcast(Array<DataType>& array, size_t root_rank) const
  {
    static_assert(not std::is_const_v<DataType>, "cannot broadcast array of const");
    if constexpr (std::is_arithmetic_v<DataType>) {
      size_t size = array.size();
      _broadcast_value(size, root_rank);
      if (m_rank != root_rank) {
        array = Array<DataType>(size);   // LCOV_EXCL_LINE
      }
      _broadcast_array(array, root_rank);
    } else if constexpr (is_trivially_castable<DataType>) {
      size_t size = array.size();
      _broadcast_value(size, root_rank);
      if (m_rank != root_rank) {
        array = Array<DataType>(size);   // LCOV_EXCL_LINE
      }

      using CastType  = helper::split_cast_t<DataType>;
      auto cast_array = cast_array_to<CastType>::from(array);
      _broadcast_array(cast_array, root_rank);
    } else {
      static_assert(is_false_v<DataType>, "unexpected type of data");
    }
  }

  template <typename SendDataType, typename RecvDataType>
  PUGS_INLINE void
  exchange(const std::vector<Array<SendDataType>>& send_array_list,
           std::vector<Array<RecvDataType>>& recv_array_list) const
  {
    static_assert(std::is_same_v<std::remove_const_t<SendDataType>, RecvDataType>,
                  "send and receive data type do not match");
    static_assert(not std::is_const_v<RecvDataType>, "receive data type cannot be const");
    using DataType = std::remove_const_t<SendDataType>;

    Assert(send_array_list.size() == m_size);   // LCOV_EXCL_LINE
    Assert(recv_array_list.size() == m_size);   // LCOV_EXCL_LINE
#ifndef NDEBUG
    Array<size_t> send_size(m_size);
    for (size_t i = 0; i < m_size; ++i) {
      send_size[i] = send_array_list[i].size();
    }
    Array<size_t> recv_size = allToAll(send_size);
    bool correct_sizes      = true;
    for (size_t i = 0; i < m_size; ++i) {
      correct_sizes &= (recv_size[i] == recv_array_list[i].size());
    }
    Assert(correct_sizes, "incompatible send/recv messages length");   // LCOV_EXCL_LINE

#endif   // NDEBUG

    if constexpr (std::is_arithmetic_v<DataType>) {
      _exchange(send_array_list, recv_array_list);
    } else if constexpr (is_trivially_castable<DataType>) {
      using CastType = helper::split_cast_t<DataType>;
      _exchange_through_cast<SendDataType, CastType>(send_array_list, recv_array_list);
        } else {
      static_assert(is_false_v<RecvDataType>, "unexpected type of data");
    }
  }

  Messenger(const Messenger&) = delete;
  ~Messenger();
};

PUGS_INLINE
const Messenger&
messenger()
{
  return Messenger::getInstance();
}

PUGS_INLINE
const size_t&
rank()
{
  return messenger().rank();
}

PUGS_INLINE
const size_t&
size()
{
  return messenger().size();
}

PUGS_INLINE
void
barrier()
{
  messenger().barrier();
}

template <typename DataType>
PUGS_INLINE DataType
allReduceAnd(const DataType& data)
{
  return messenger().allReduceAnd(data);
}

template <typename DataType>
PUGS_INLINE DataType
allReduceOr(const DataType& data)
{
  return messenger().allReduceOr(data);
}

template <typename DataType>
PUGS_INLINE DataType
allReduceMax(const DataType& data)
{
  return messenger().allReduceMax(data);
}

template <typename DataType>
PUGS_INLINE DataType
allReduceMin(const DataType& data)
{
  return messenger().allReduceMin(data);
}

template <typename DataType>
PUGS_INLINE DataType
allReduceSum(const DataType& data)
{
  return messenger().allReduceSum(data);
    }

template <typename DataType>
PUGS_INLINE Array<DataType>
gather(const DataType& data, size_t rank)
{
  return messenger().gather(data, rank);
}

template <typename DataType>
PUGS_INLINE Array<std::remove_const_t<DataType>>
gather(const Array<DataType>& array, size_t rank)
{
  return messenger().gather(array, rank);
}

template <typename DataType>
PUGS_INLINE Array<std::remove_const_t<DataType>>
gatherVariable(const Array<DataType>& array, size_t rank)
{
  return messenger().gatherVariable(array, rank);
}

template <typename DataType>
PUGS_INLINE Array<DataType>
allGather(const DataType& data)
{
  return messenger().allGather(data);
}

template <typename DataType>
PUGS_INLINE Array<std::remove_const_t<DataType>>
allGather(const Array<DataType>& array)
{
  return messenger().allGather(array);
}

template <typename DataType>
PUGS_INLINE Array<std::remove_const_t<DataType>>
allGatherVariable(const Array<DataType>& array)
{
  return messenger().allGatherVariable(array);
}

template <typename DataType>
PUGS_INLINE Array<std::remove_const_t<DataType>>
allToAll(const Array<DataType>& array)
{
  return messenger().allToAll(array);
}

template <typename DataType>
PUGS_INLINE void
broadcast(DataType& data, size_t root_rank)
{
  messenger().broadcast(data, root_rank);
}

template <typename DataType>
PUGS_INLINE void
broadcast(Array<DataType>& array, size_t root_rank)
{
  messenger().broadcast(array, root_rank);
}

template <typename SendDataType, typename RecvDataType>
PUGS_INLINE void
exchange(const std::vector<Array<SendDataType>>& sent_array_list, std::vector<Array<RecvDataType>>& recv_array_list)
{
  static_assert(std::is_same_v<std::remove_const_t<SendDataType>, RecvDataType>,
                    "send and receive data type do not match");
  static_assert(not std::is_const_v<RecvDataType>, "receive data type cannot be const");

  messenger().exchange(sent_array_list, recv_array_list);
}

#ifdef PUGS_HAS_MPI

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<char>()
{
  return MPI_CHAR;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<int8_t>()
{
  return MPI_INT8_T;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<int16_t>()
{
  return MPI_INT16_T;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<int32_t>()
{
  return MPI_INT32_T;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<int64_t>()
{
  return MPI_INT64_T;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<uint8_t>()
{
  return MPI_UINT8_T;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<uint16_t>()
{
  return MPI_UINT16_T;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<uint32_t>()
{
  return MPI_UINT32_T;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<uint64_t>()
{
  return MPI_UINT64_T;
}
    
template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<signed long long int>()
{
  return MPI_LONG_LONG_INT;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<unsigned long long int>()
{
  return MPI_UNSIGNED_LONG_LONG;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<float>()
{
  return MPI_FLOAT;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<double>()
{
  return MPI_DOUBLE;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<long double>()
{
  return MPI_LONG_DOUBLE;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<wchar_t>()
{
  return MPI_WCHAR;
}

template <>
PUGS_INLINE MPI_Datatype
Messenger::helper::mpiType<bool>()
{
  return MPI_CXX_BOOL;
}

#endif   // PUGS_HAS_MPI

}   // namespace parallel

#endif   // MESSENGER_HPP