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A C++17 message passing library based on MPI
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MPL is a message passing library written in C++17 based on theMessage Passing Interface (MPI) standard.Since the C++ API has been dropped from the MPI standard in version3.1, it is the aim of MPL to provide a modern C++ message passinglibrary for high performance computing.
MPL will neither bring all functions of the C language MPI-API to C++nor provide a direct mapping of the C API to some C++ functions andclasses. The library's focus lies on the MPI core message passingfunctions, ease of use, type safety, and elegance. The aim of MPL is toprovide an idiomatic C++ message passing library without introducing asignificant overhead compared to utilizing MPI via its plain C-API.This library is most useful for developers who have at least some basicknowledge of the Message Passing Interface standard and would like toutilize it via a more user-friendly interface in modern C++. UnlikeBoost.MPI,MPL does not rely on an external serialization library and has anegligible run-time overhead.
MPL assumes that the underlying MPI implementation supports theversion 3.1of the Message Passing Interface standard. Future versions of MPLmay also employ features of the newversion 4.0or later MPI versions.
MPL gives currently access via a convenient C++ interface to thefollowing features of the Message Passing Interface standard:
- environmental management (implicit initialization and finalization, timers, but no error handling).
- point-to-point communication (blocking and non-blocking),
- collective communication (blocking and non-blocking),
- derived data types (happens automatically for many custom data types or via the
base_struct_builder
helper class and the layout classes of MPL), - communicator- and group-management,
- process topologies (cartesian and graph topologies),
- inter-communicators,
- dynamic process creation and
- file i/o.
Currently, the following MPI features are not yet supported by MPL:
- error handling and
- one-sided communication.
Although MPL covers a subset of the MPI functionality only, it hasprobably the largest MPI-feature coverage among all alternative C++interfaces to MPI.
MPL is built on top of the Message Passing Interface (MPI) standard. Therefore,MPL shares many concepts known from the MPI standard, e.g., the concept of acommunicator. Communicators manage the message exchange between different processes,i.e., messages are sent and received with the help of a communicator.
The MPL environment provides a global default communicatorcomm_world
, which willbe used in the following Hello-World program. The program prints out some informationabout each process:
- its rank,
- the total number of processes and
- the computer's name the process is running on.
If there are two or more processes, a message is sent from process 0 to process 1,which is also printed.
#include<cstdlib>#include<iostream>// include MPL header file#include<mpl/mpl.hpp>intmain() {// get a reference to communicator "world"const mpl::communicator &comm_world{mpl::environment::comm_world()};// each process prints a message containing the processor name, the rank// in communicator world and the size of communicator world// output may depend on the underlying MPI implementation std::cout <<"Hello world! I am running on\"" <<mpl::environment::processor_name() <<"\". My rank is" << comm_world.rank() <<" out of" << comm_world.size() <<" processes.\n";// if there are two or more processes send a message from process 0 to process 1if (comm_world.size() >=2) {if (comm_world.rank() ==0) { std::string message{"Hello world!"}; comm_world.send(message,1);// send message to rank 1 }elseif (comm_world.rank() ==1) { std::string message; comm_world.recv(message,0);// receive message from rank 0 std::cout <<"got:\"" << message <<"\"\n"; } }return EXIT_SUCCESS;}
For further documentation see thedocumentation, the blog posts
the presentation
- Message Passing mit modernem C++ (German only),
the book
- Parallel Programming for Science and Engineering by Victor Eijkhout
and the files in theexamples
directory of the source package.
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A C++17 message passing library based on MPI