/*!
* \brief Send the individuals that were modified during the current generation.
* \param ioDeme Current deme to execute the operator.
* \param ioContext Current context to execute the operator.
* \todo Check if this operator can be used with migration operator.
* This operator can only be used in a context where the size of the
* population remains constant for all generations.
*/
void HPC::SendProcessedToSupervisorOp::operate(Deme& ioDeme, Context& ioContext)
{
Beagle_StackTraceBeginM();
ProcessingBuffer::Handle lBuffer = castHandleT<ProcessingBuffer>(ioDeme.getMember("ProcessingBuffer"));
Beagle_NonNullPointerAssertM(lBuffer);
std::ostringstream lOutStream;
PACC::XML::Streamer lStreamer(lOutStream);
lStreamer.openTag("Population");
for(unsigned int i = 0; i < lBuffer->size(); ++i)
(*lBuffer)[i]->write(lStreamer,false);
lStreamer.closeTag();
mComm->send(uint2str(ioContext.getProcessedDeme()), "NbrProcessed", "Parent");
mComm->send(lBuffer->getIndex().serialize(), "ProcessedIndex", "Parent");
mComm->send(lOutStream.str(), "Processed", "Parent");
Beagle_LogDetailedM(
ioContext.getSystem().getLogger(),
"send", "Beagle::HPC::SendProcessedToSupervisorOp",
std::string("Evolver send deme to his supervisor")
);
Beagle_StackTraceEndM("void HPC::SendProcessedToSupervisorOp::operate(Deme& ioDeme, Context& ioContext)");
}
/*!
* \brief Receive the fitness of an individuals group from evaluator node.
* \param ioDeme Deme to update by the receive fitness.
* \param ioContext Current context of the evolution.
*/
void HPC::RecvFitnessFromEvaluatorOp::operate(Deme& ioDeme, Context& ioContext)
{
Beagle_StackTraceBeginM();
ProcessingBuffer::Handle lBuffer = castHandleT<ProcessingBuffer>(ioDeme.getMember("ProcessingBuffer"));
Beagle_NonNullPointerAssertM(lBuffer);
Individual::Handle lOldIndividualHandle = ioContext.getIndividualHandle();
unsigned int lOldIndividualIndex = ioContext.getIndividualIndex();
prepareStats(ioDeme,ioContext);
unsigned int lNbEvaluators = mComm->getNbrOfRelation("Child");
unsigned int lNbIndividualInt = lBuffer->size() / lNbEvaluators;
unsigned int lNbIndividualFrac = lBuffer->size() % lNbEvaluators;
unsigned int lNbIndividualTotal = 0;
for(int i = 0; i < lNbEvaluators; ++i ){
int lNbIndividual = lNbIndividualInt;
if(i < lNbIndividualFrac)
++lNbIndividual;
std::string lFitnessString;
mComm->receive(lFitnessString, "Fitness", "Child", i);
Beagle_LogDetailedM(
ioContext.getSystem().getLogger(),
"receive", "Beagle::HPC::RecvFitnessFromEvaluatorOp",
std::string("Evolver receive fitness from his ")+uint2ordinal(i+1)+
std::string(" evaluator") + std::string(" of ") + uint2str(lNbEvaluators)
);
std::istringstream lInStream(lFitnessString);
PACC::XML::Document lDocument(lInStream);
const Factory& lFactory = ioContext.getSystem().getFactory();
Fitness::Alloc::Handle lFitnessAlloc =
castHandleT<Fitness::Alloc>(lFactory.getConceptAllocator("Fitness"));
for(PACC::XML::ConstIterator lIter = lDocument.getFirstRoot()->getFirstChild(); lIter; ++lIter){
ioContext.setIndividualIndex(lNbIndividualTotal);
ioContext.setIndividualHandle(ioDeme[lNbIndividualTotal]);
if((*lBuffer)[lNbIndividualTotal]->getFitness() == 0)
(*lBuffer)[lNbIndividualTotal]->setFitness( castHandleT<Fitness>(lFitnessAlloc->allocate()) );
(*lBuffer)[lNbIndividualTotal]->getFitness()->read(lIter);
++lNbIndividualTotal;
updateStats(1,ioContext);
}
}
Beagle_LogDetailedM(
ioContext.getSystem().getLogger(),
"receive", "Beagle::HPC::RecvFitnessFromEvaluatorOp",
std::string("Evolver receive all its fitness.")
);
ioContext.setIndividualIndex(lOldIndividualIndex);
ioContext.setIndividualHandle(lOldIndividualHandle);
Beagle_StackTraceEndM("void RecvFitnessFromEvaluatorOp::operate(Deme& ioDeme, Context& ioContext)");
}
/*!
* \brief Distribute groups of individuals to evaluators nodes childs.
* \param ioDeme Current deme to execute the operator.
* \param ioContext Current context to execute the operator.
* This function distributed individuals to the evolver's evaluators.
*
* It first checks if the deme has a \ref ProcessingBuffer. The buffer
* is used to memorize which individuals had invalid fitness, since the
* function only distributes individuals that were modified during the
* current generation. Once the buffer is filled, the individuals are
* distributed to evaluator.
* The number of individuals an evaluato will received is based on this
* formula :
* \f[ NbIndividuals =
\left\{
\begin{array}{lr}
\frac{BufferSize}{NbEvaluators} + 1, & EvaluatorRank > BufferSize \pmod{NbEvaluators} \\
\frac{BufferSize}{NbEvaluators}, & else
\end{array}
\right.
\f]
*
* The function write the individuals in a streamer. The streamer opening
* tag is <Population> so the evaluator can directly read the string at
* its reception as a deme.
*
* The string are sent using a non-blocking send function, so the function
* doesn't have to wait for the transaction to be completed before starting
* to build another packet of individuals. The function ends when all
* packets have been sent.
*/
void HPC::DistributeDemeToEvaluatorsOp::operate(Deme& ioDeme, Context& ioContext)
{
Beagle_StackTraceBeginM();
unsigned int lNbEvaluators = mComm->getNbrOfRelation("Child");
ProcessingBuffer::Handle lBuffer = castHandleT<ProcessingBuffer>(ioDeme.getMember("ProcessingBuffer"));
if(lBuffer==0){
lBuffer = new ProcessingBuffer;
ioDeme.addMember(lBuffer);
}
lBuffer->clear();
for(unsigned int i = 0; i < ioDeme.size(); ++i){
if((ioDeme[i]->getFitness() == 0) ||
(ioDeme[i]->getFitness()->isValid() == false)){
lBuffer->push_back(ioDeme[i], i);
}
}
unsigned int lNbIndividualInt = lBuffer->size() / lNbEvaluators;
unsigned int lNbIndividualFrac = lBuffer->size() % lNbEvaluators;
unsigned int lNbIndividualTotal = 0;
unsigned int lNbIndividual = 0;
std::vector<std::string> lStreams(lNbEvaluators);
MPICommunication::Request::Bag lRequests(lNbEvaluators);
for(unsigned int i = 0; i < lNbEvaluators; ++i){
lNbIndividual = lNbIndividualInt;
if(i < lNbIndividualFrac)
lNbIndividual++;
std::ostringstream lOutStream;
PACC::XML::Streamer lStreamer(lOutStream);
lStreamer.openTag("Population");
for(int j = 0; j < lNbIndividual; ++j){
(*lBuffer)[j+lNbIndividualTotal]->write(lStreamer, false);
}
lStreamer.closeTag();
lStreams[i] = lOutStream.str();
lRequests[i] = new MPICommunication::Request;
mComm->sendNonBlocking(lStreams[i], lRequests[i], "Individuals", "Child", i);
lNbIndividualTotal += lNbIndividual;
Beagle_LogDetailedM(
ioContext.getSystem().getLogger(),
"distribute", "Beagle::HPC::DistributeDemeToEvaluatorsOp",
std::string("Evolver send fractionnal Deme to his ")+uint2ordinal(i+1)+ " evaluator"
);
}
mComm->waitAll(lRequests);
Beagle_StackTraceEndM("DistributeDemeToEvaluatorsOp::operate(Deme& ioDeme, Context& ioContext)");
}
