Esempio n. 1
0
void FakeMDEventData::addFakeUniformData(
    typename MDEventWorkspace<MDE, nd>::sptr ws) {
  std::vector<double> params = getProperty("UniformParams");
  if (params.empty())
    return;

  bool randomEvents = true;
  if (params[0] < 0) {
    randomEvents = false;
    params[0] = -params[0];
  }

  if (params.size() == 1) {
    if (randomEvents) {
      for (size_t d = 0; d < nd; ++d) {
        params.push_back(ws->getDimension(d)->getMinimum());
        params.push_back(ws->getDimension(d)->getMaximum());
      }
    } else // regular events
    {
      size_t nPoints = size_t(params[0]);
      double Vol = 1;
      for (size_t d = 0; d < nd; ++d)
        Vol *= (ws->getDimension(d)->getMaximum() -
                ws->getDimension(d)->getMinimum());

      if (Vol == 0 || Vol > std::numeric_limits<float>::max())
        throw std::invalid_argument(
            " Domain ranges are not defined properly for workspace: " +
            ws->getName());

      double dV = Vol / double(nPoints);
      double delta0 = std::pow(dV, 1. / double(nd));
      for (size_t d = 0; d < nd; ++d) {
        double min = ws->getDimension(d)->getMinimum();
        params.push_back(min * (1 + FLT_EPSILON) - min + FLT_EPSILON);
        double extent = ws->getDimension(d)->getMaximum() - min;
        size_t nStrides = size_t(extent / delta0);
        if (nStrides < 1)
          nStrides = 1;
        params.push_back(extent / static_cast<double>(nStrides));
      }
    }
  }
  if ((params.size() != 1 + nd * 2))
    throw std::invalid_argument(
        "UniformParams: needs to have ndims*2+1 arguments ");

  if (randomEvents)
    addFakeRandomData<MDE, nd>(params, ws);
  else
    addFakeRegularData<MDE, nd>(params, ws);

  ws->splitBox();
  Kernel::ThreadScheduler *ts = new ThreadSchedulerFIFO();
  ThreadPool tp(ts);
  ws->splitAllIfNeeded(ts);
  tp.joinAll();
  ws->refreshCache();
}
Esempio n. 2
0
  void MinusMD::doMinus(typename MDEventWorkspace<MDE, nd>::sptr ws)
  {
    typename MDEventWorkspace<MDE, nd>::sptr ws1 = ws;
    typename MDEventWorkspace<MDE, nd>::sptr ws2 = boost::dynamic_pointer_cast<MDEventWorkspace<MDE, nd> >(m_operand_event);
    if (!ws1 || !ws2)
      throw std::runtime_error("Incompatible workspace types passed to MinusMD.");

    MDBoxBase<MDE,nd> * box1 = ws1->getBox();
    MDBoxBase<MDE,nd> * box2 = ws2->getBox();

    Progress prog(this, 0.0, 0.4, box2->getBoxController()->getTotalNumMDBoxes());

    // How many events you started with
    size_t initial_numEvents = ws1->getNPoints();

    // Make a leaf-only iterator through all boxes with events in the RHS workspace
    MDBoxIterator<MDE,nd> it2(box2, 1000, true);
    do
    {
      MDBox<MDE,nd> * box = dynamic_cast<MDBox<MDE,nd> *>(it2.getBox());
      if (box)
      {
        // Copy the events from WS2 and add them into WS1
        const std::vector<MDE> & events = box->getConstEvents();

        // Perform a copy while flipping the signal
        std::vector<MDE> eventsCopy;
        eventsCopy.reserve(events.size());
        for (auto it = events.begin(); it != events.end(); it++)
        {
          MDE eventCopy(*it);
          eventCopy.setSignal( -eventCopy.getSignal());
          eventsCopy.push_back(eventCopy);
        }
        // Add events, with bounds checking
        box1->addEvents(eventsCopy);
        box->releaseEvents();
      }
      prog.report("Adding Events");
    } while (it2.next());

    this->progress(0.41, "Splitting Boxes");
    Progress * prog2 = new Progress(this, 0.4, 0.9, 100);
    ThreadScheduler * ts = new ThreadSchedulerFIFO();
    ThreadPool tp(ts, 0, prog2);
    ws1->splitAllIfNeeded(ts);
    prog2->resetNumSteps( ts->size(), 0.4, 0.6);
    tp.joinAll();


    this->progress(0.95, "Refreshing cache");
    ws1->refreshCache();

    // Set a marker that the file-back-end needs updating if the # of events changed.
    if (ws1->getNPoints() != initial_numEvents)
      ws1->setFileNeedsUpdating(true);
  }
Esempio n. 3
0
void SliceMD::slice(typename MDEventWorkspace<MDE, nd>::sptr ws) {
  // Create the ouput workspace
  typename MDEventWorkspace<OMDE, ond>::sptr outWS(
      new MDEventWorkspace<OMDE, ond>());
  for (size_t od = 0; od < m_binDimensions.size(); od++) {
    outWS->addDimension(m_binDimensions[od]);
  }
  outWS->setCoordinateSystem(ws->getSpecialCoordinateSystem());
  outWS->initialize();
  // Copy settings from the original box controller
  BoxController_sptr bc = ws->getBoxController();

  // store wrute buffer size for the future
  // uint64_t writeBufSize =
  // bc->getFileIO()getDiskBuffer().getWriteBufferSize();
  // and disable write buffer (if any) for input MD Events for this algorithm
  // purposes;
  // bc->setCacheParameters(1,0);

  BoxController_sptr obc = outWS->getBoxController();
  // Use the "number of bins" as the "split into" parameter
  for (size_t od = 0; od < m_binDimensions.size(); od++)
    obc->setSplitInto(od, m_binDimensions[od]->getNBins());
  obc->setSplitThreshold(bc->getSplitThreshold());

  bool bTakeDepthFromInputWorkspace =
      getProperty("TakeMaxRecursionDepthFromInput");
  int tempDepth = getProperty("MaxRecursionDepth");
  size_t maxDepth =
      bTakeDepthFromInputWorkspace ? bc->getMaxDepth() : size_t(tempDepth);
  obc->setMaxDepth(maxDepth);

  // size_t outputSize = writeBufSize;
  // obc->setCacheParameters(sizeof(OMDE),outputSize);

  obc->resetNumBoxes();
  // Perform the first box splitting
  outWS->splitBox();
  size_t lastNumBoxes = obc->getTotalNumMDBoxes();

  // --- File back end ? ----------------
  std::string filename = getProperty("OutputFilename");
  if (!filename.empty()) {

    // First save to the NXS file
    g_log.notice() << "Running SaveMD to create file back-end" << std::endl;
    IAlgorithm_sptr alg = createChildAlgorithm("SaveMD");
    alg->setPropertyValue("Filename", filename);
    alg->setProperty("InputWorkspace", outWS);
    alg->setProperty("MakeFileBacked", true);
    alg->executeAsChildAlg();

    if (!obc->isFileBacked())
      throw std::runtime_error("SliceMD with file-backed output: Can not set "
                               "up file-backed output workspace ");

    auto IOptr = obc->getFileIO();
    size_t outBufSize = IOptr->getWriteBufferSize();
    // the buffer size for resulting workspace; reasonable size is at least 10
    // data chunk sizes (nice to verify)
    if (outBufSize < 10 * IOptr->getDataChunk()) {
      outBufSize = 10 * IOptr->getDataChunk();
      IOptr->setWriteBufferSize(outBufSize);
    }
  }

  // Function defining which events (in the input dimensions) to place in the
  // output
  MDImplicitFunction *function = this->getImplicitFunctionForChunk(NULL, NULL);

  std::vector<API::IMDNode *> boxes;
  // Leaf-only; no depth limit; with the implicit function passed to it.
  ws->getBox()->getBoxes(boxes, 1000, true, function);
  // Sort boxes by file position IF file backed. This reduces seeking time,
  // hopefully.
  bool fileBackedWS = bc->isFileBacked();
  if (fileBackedWS)
    API::IMDNode::sortObjByID(boxes);

  Progress *prog = new Progress(this, 0.0, 1.0, boxes.size());

  // The root of the output workspace
  MDBoxBase<OMDE, ond> *outRootBox = outWS->getBox();

  // if target workspace has events, we should count them as added
  uint64_t totalAdded = outWS->getNEvents();
  uint64_t numSinceSplit = 0;

  // Go through every box for this chunk.
  // PARALLEL_FOR_IF( !bc->isFileBacked() )
  for (int i = 0; i < int(boxes.size()); i++) {
    MDBox<MDE, nd> *box = dynamic_cast<MDBox<MDE, nd> *>(boxes[i]);
    // Perform the binning in this separate method.
    if (box) {
      // An array to hold the rotated/transformed coordinates
      coord_t outCenter[ond];

      const std::vector<MDE> &events = box->getConstEvents();

      typename std::vector<MDE>::const_iterator it = events.begin();
      typename std::vector<MDE>::const_iterator it_end = events.end();
      for (; it != it_end; it++) {
        // Cache the center of the event (again for speed)
        const coord_t *inCenter = it->getCenter();

        if (function->isPointContained(inCenter)) {
          // Now transform to the output dimensions
          m_transformFromOriginal->apply(inCenter, outCenter);

          // Create the event
          OMDE newEvent(it->getSignal(), it->getErrorSquared(), outCenter);
          // Copy extra data, if any
          copyEvent(*it, newEvent);
          // Add it to the workspace
          outRootBox->addEvent(newEvent);

          numSinceSplit++;
        }
      }
      box->releaseEvents();

      // Ask BC if one needs to split boxes
      if (obc->shouldSplitBoxes(totalAdded, numSinceSplit, lastNumBoxes))
      // if (numSinceSplit > 20000000 || (i == int(boxes.size()-1)))
      {
        // This splits up all the boxes according to split thresholds and sizes.
        Kernel::ThreadScheduler *ts = new ThreadSchedulerFIFO();
        ThreadPool tp(ts);
        outWS->splitAllIfNeeded(ts);
        tp.joinAll();
        // Accumulate stats
        totalAdded += numSinceSplit;
        numSinceSplit = 0;
        lastNumBoxes = obc->getTotalNumMDBoxes();
        // Progress reporting
        if (!fileBackedWS)
          prog->report(i);
      }
      if (fileBackedWS) {
        if (!(i % 10))
          prog->report(i);
      }
    } // is box

  } // for each box in the vector
  prog->report();

  outWS->splitAllIfNeeded(NULL);
  // Refresh all cache.
  outWS->refreshCache();

  g_log.notice() << totalAdded << " " << OMDE::getTypeName()
                 << "'s added to the output workspace." << std::endl;

  if (outWS->isFileBacked()) {
    // Update the file-back-end
    g_log.notice() << "Running SaveMD" << std::endl;
    IAlgorithm_sptr alg = createChildAlgorithm("SaveMD");
    alg->setProperty("UpdateFileBackEnd", true);
    alg->setProperty("InputWorkspace", outWS);
    alg->executeAsChildAlg();
  }
  // return the size of the input workspace write buffer to its initial value
  // bc->setCacheParameters(sizeof(MDE),writeBufSize);
  this->setProperty("OutputWorkspace",
                    boost::dynamic_pointer_cast<IMDEventWorkspace>(outWS));
  delete prog;
}
Esempio n. 4
0
  void PlusMD::doPlus(typename MDEventWorkspace<MDE, nd>::sptr ws)
  {
    typename MDEventWorkspace<MDE, nd>::sptr ws1 = ws;
    typename MDEventWorkspace<MDE, nd>::sptr ws2 = boost::dynamic_pointer_cast<MDEventWorkspace<MDE, nd> >(m_operand_event);
    if (!ws1 || !ws2)
      throw std::runtime_error("Incompatible workspace types passed to PlusMD.");

    MDBoxBase<MDE,nd> * box1 = ws1->getBox();
    MDBoxBase<MDE,nd> * box2 = ws2->getBox();

    Progress prog(this, 0.0, 0.4, box2->getBoxController()->getTotalNumMDBoxes());

    // How many events you started with
    size_t initial_numEvents = ws1->getNPoints();

    // Make a leaf-only iterator through all boxes with events in the RHS workspace
    MDBoxIterator<MDE,nd> it2(box2, 1000, true);
    do
    {
      MDBox<MDE,nd> * box = dynamic_cast<MDBox<MDE,nd> *>(it2.getBox());
      if (box)
      {
        // Copy the events from WS2 and add them into WS1
        const std::vector<MDE> & events = box->getConstEvents();
        // Add events, with bounds checking
        box1->addEvents(events);
        box->releaseEvents();
      }
      prog.report("Adding Events");
    } while (it2.next());

    this->progress(0.41, "Splitting Boxes");
    Progress * prog2 = new Progress(this, 0.4, 0.9, 100);
    ThreadScheduler * ts = new ThreadSchedulerFIFO();
    ThreadPool tp(ts, 0, prog2);
    ws1->splitAllIfNeeded(ts);
    prog2->resetNumSteps( ts->size(), 0.4, 0.6);
    tp.joinAll();

//    // Now we need to save all the data that was not saved before.
//    if (ws1->isFileBacked())
//    {
//      // Flush anything else in the to-write buffer
//      BoxController_sptr bc = ws1->getBoxController();
//
//      prog.resetNumSteps(bc->getTotalNumMDBoxes(), 0.6, 1.0);
//      MDBoxIterator<MDE,nd> it1(box1, 1000, true);
//      while (true)
//      {
//        MDBox<MDE,nd> * box = dynamic_cast<MDBox<MDE,nd> *>(it1.getBox());
//        if (box)
//        {
//          // Something was maybe added to this box
//          if (box->getEventVectorSize() > 0)
//          {
//            // By getting the events, this will merge the newly added and the cached events.
//            box->getEvents();
//            // The MRU to-write cache will optimize writes by reducing seek times
//            box->releaseEvents();
//          }
//        }
//        prog.report("Saving");
//        if (!it1.next()) break;
//      }
//      //bc->getDiskBuffer().flushCache();
//      // Flush the data writes to disk.
//      box1->flushData();
//    }

    this->progress(0.95, "Refreshing cache");
    ws1->refreshCache();

    // Set a marker that the file-back-end needs updating if the # of events changed.
    if (ws1->getNPoints() != initial_numEvents)
      ws1->setFileNeedsUpdating(true);

  }
Esempio n. 5
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void FakeMDEventData::addFakePeak(typename MDEventWorkspace<MDE, nd>::sptr ws) {
  std::vector<double> params = getProperty("PeakParams");
  bool RandomizeSignal = getProperty("RandomizeSignal");
  if (params.empty())
    return;

  if (params.size() != nd + 2)
    throw std::invalid_argument("PeakParams needs to have ndims+2 arguments.");
  if (params[0] <= 0)
    throw std::invalid_argument("PeakParams: number_of_events needs to be > 0");
  size_t num = size_t(params[0]);

  Progress prog(this, 0.0, 1.0, 100);
  size_t progIncrement = num / 100;
  if (progIncrement == 0)
    progIncrement = 1;

  // Width of the peak
  double desiredRadius = params.back();

  boost::mt19937 rng;
  boost::uniform_real<coord_t> u2(0, 1.0); // Random from 0 to 1.0
  boost::variate_generator<boost::mt19937 &, boost::uniform_real<coord_t>>
      genUnit(rng, u2);
  int randomSeed = getProperty("RandomSeed");
  rng.seed((unsigned int)(randomSeed));

  // Inserter to help choose the correct event type
  auto eventHelper =
      MDEvents::MDEventInserter<typename MDEventWorkspace<MDE, nd>::sptr>(ws);

  for (size_t i = 0; i < num; ++i) {
    // Algorithm to generate points along a random n-sphere (sphere with not
    // necessarily 3 dimensions)
    // from http://en.wikipedia.org/wiki/N-sphere as of May 6, 2011.

    // First, points in a hyper-cube of size 1.0, centered at 0.
    coord_t centers[nd];
    coord_t radiusSquared = 0;
    for (size_t d = 0; d < nd; d++) {
      centers[d] = genUnit() - 0.5f; // Distribute around +- the center
      radiusSquared += centers[d] * centers[d];
    }

    // Make a unit vector pointing in this direction
    coord_t radius = static_cast<coord_t>(sqrt(radiusSquared));
    for (size_t d = 0; d < nd; d++)
      centers[d] /= radius;

    // Now place the point along this radius, scaled with ^1/n for uniformity.
    coord_t radPos = genUnit();
    radPos = static_cast<coord_t>(
        pow(radPos, static_cast<coord_t>(1.0 / static_cast<coord_t>(nd))));
    for (size_t d = 0; d < nd; d++) {
      // Multiply by the scaling and the desired peak radius
      centers[d] *= (radPos * static_cast<coord_t>(desiredRadius));
      // Also offset by the center of the peak, as taken in Params
      centers[d] += static_cast<coord_t>(params[d + 1]);
    }

    // Default or randomized error/signal
    float signal = 1.0;
    float errorSquared = 1.0;
    if (RandomizeSignal) {
      signal = float(0.5 + genUnit());
      errorSquared = float(0.5 + genUnit());
    }

    // Create and add the event.
    eventHelper.insertMDEvent(signal, errorSquared, 1, pickDetectorID(),
                              centers); // 1 = run number
    // Progress report
    if ((i % progIncrement) == 0)
      prog.report();
  }

  ws->splitBox();
  Kernel::ThreadScheduler *ts = new ThreadSchedulerFIFO();
  ThreadPool tp(ts);
  ws->splitAllIfNeeded(ts);
  tp.joinAll();
  ws->refreshCache();
}