GenRmatDist.h

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#ifndef _GEN_RMAT_DIST_H_
#define _GEN_RMAT_DIST_H_
 
#include <mpi.h>
#include <sys/time.h> 
#include <iostream>
#include <iomanip>
#include <functional>
#include <algorithm>
#include <vector>
#include <string>
#include <sstream>
 
// These macros should be defined before stdint.h is included
#ifndef __STDC_CONSTANT_MACROS
#define __STDC_CONSTANT_MACROS
#endif
#ifndef __STDC_LIMIT_MACROS
#define __STDC_LIMIT_MACROS
#endif
#include <stdint.h>
 
#include "CombBLAS/CombBLAS.h"
#include "Glue.h"   
 
namespace combblas {
 
template<typename IT, typename NT>
SpDCCols<IT,NT> * GenRMat(unsigned scale, unsigned EDGEFACTOR, double initiator[4], MPI_Comm & layerworld, bool scramble)
{
    double t01 = MPI_Wtime();
    double t02;
    
    DistEdgeList<int64_t> * DEL = new DistEdgeList<int64_t>(layerworld);
 
    ostringstream minfo;
    int nprocs = DEL->commGrid->GetSize();
    minfo << "Started Generation of scale "<< scale << endl;
    minfo << "Using " << nprocs << " MPI processes" << endl;
    SpParHelper::Print(minfo.str());
 
    DEL->GenGraph500Data(initiator, scale, EDGEFACTOR, scramble, false );
    // don't generate packed edges, that function uses MPI_COMM_WORLD which can not be used in a single layer!
    
    SpParHelper::Print("Generated renamed edge lists\n");
    ostringstream tinfo;
    t02 = MPI_Wtime();
    tinfo << "Generation took " << t02-t01 << " seconds" << endl;
    SpParHelper::Print(tinfo.str());
 
    SpParMat < IT, NT, SpDCCols<IT,NT> > *A = new SpParMat < IT, NT, SpDCCols<IT,NT> >(*DEL, false);
    
    delete DEL;
    SpParHelper::Print("Created Sparse Matrix\n");
 
    float balance = A->LoadImbalance();
    ostringstream outs;
    outs << "Load balance: " << balance << endl;
    SpParHelper::Print(outs.str());
    
    return A->seqptr();
}
 
template <typename IT, typename NT>
void Generator(unsigned scale, unsigned EDGEFACTOR, double initiator[4], CCGrid & CMG, SpDCCols<IT,NT> & splitmat, bool trans, bool scramble)
{
    std::vector<IT> vecEss; // at layer_grid=0, this will have [CMG.GridLayers * SpDCCols<IT,NT>::esscount] entries
    std::vector< SpDCCols<IT, NT> > partsmat;    // only valid at layer_grid=0
    int nparts = CMG.GridLayers;
    if(CMG.layer_grid == 0)
    {
        SpDCCols<IT, NT> * localmat = GenRMat<IT,NT>(scale, EDGEFACTOR, initiator, CMG.layerWorld, scramble);
            
        double trans_beg = MPI_Wtime();
        if(trans) localmat->Transpose(); // locally transpose
        comp_trans += (MPI_Wtime() - trans_beg);
 
        double split_beg = MPI_Wtime();
        localmat->ColSplit(nparts, partsmat);     // split matrices are emplaced-back into partsmat vector, localmat destroyed
 
        for(int i=0; i< nparts; ++i)
        {
            std::vector<IT> ess = partsmat[i].GetEssentials();
            for(auto itr = ess.begin(); itr != ess.end(); ++itr)
            {
                vecEss.push_back(*itr);
            }
        }
        comp_split += (MPI_Wtime() - split_beg);
    }
    
    double scatter_beg = MPI_Wtime();   // timer on
    int esscnt = SpDCCols<IT,NT>::esscount; // necessary cast for MPI
 
    std::vector<IT> myess(esscnt);
    MPI_Scatter(vecEss.data(), esscnt, MPIType<IT>(), myess.data(), esscnt, MPIType<IT>(), 0, CMG.fiberWorld);
    
    if(CMG.layer_grid == 0) // senders
    {
        splitmat = partsmat[0]; // just copy the local split
        for(int recipient=1; recipient< nparts; ++recipient)    // scatter the others
        {
            int tag = 0;
            Arr<IT,NT> arrinfo = partsmat[recipient].GetArrays();
            for(unsigned int i=0; i< arrinfo.indarrs.size(); ++i)   // get index arrays
            {
                // MPI_Send(const void *buf, int count, MPI_Datatype datatype, int dest, int tag, MPI_Comm comm)
                MPI_Send(arrinfo.indarrs[i].addr, arrinfo.indarrs[i].count, MPIType<IT>(), recipient, tag++, CMG.fiberWorld);
            }
            for(unsigned int i=0; i< arrinfo.numarrs.size(); ++i)   // get numerical arrays
            {
                MPI_Send(arrinfo.numarrs[i].addr, arrinfo.numarrs[i].count, MPIType<NT>(), recipient, tag++, CMG.fiberWorld);
            }
        }
    }
    else // receivers
    {
        splitmat.Create(myess);     // allocate memory for arrays
        Arr<IT,NT> arrinfo = splitmat.GetArrays();
 
        int tag = 0;
        for(unsigned int i=0; i< arrinfo.indarrs.size(); ++i)   // get index arrays
        {
            MPI_Recv(arrinfo.indarrs[i].addr, arrinfo.indarrs[i].count, MPIType<IT>(), 0, tag++, CMG.fiberWorld, MPI_STATUS_IGNORE);
        }
        for(unsigned int i=0; i< arrinfo.numarrs.size(); ++i)   // get numerical arrays
        {
            MPI_Recv(arrinfo.numarrs[i].addr, arrinfo.numarrs[i].count, MPIType<NT>(), 0, tag++, CMG.fiberWorld, MPI_STATUS_IGNORE);
        }
    }
    comm_split += (MPI_Wtime() - scatter_beg);
}
 
}
 
#endif