/*- * Copyright 2015 Diamond Light Source Ltd. * * All rights reserved. This program and the accompanying materials * are made available under the terms of the Eclipse Public License v1.0 * which accompanies this distribution, and is available at * http://www.eclipse.org/legal/epl-v10.html */ package uk.ac.diamond.scisoft.analysis.processing.operations.oned; import org.eclipse.dawnsci.analysis.api.processing.Atomic; import org.eclipse.dawnsci.analysis.api.processing.OperationData; import org.eclipse.dawnsci.analysis.api.processing.OperationException; import org.eclipse.dawnsci.analysis.api.processing.OperationRank; import org.eclipse.dawnsci.analysis.dataset.operations.AbstractOperation; import org.eclipse.january.DatasetException; import org.eclipse.january.IMonitor; import org.eclipse.january.dataset.Dataset; import org.eclipse.january.dataset.DatasetFactory; import org.eclipse.january.dataset.DatasetUtils; import org.eclipse.january.dataset.IDataset; import org.eclipse.january.dataset.ILazyDataset; import uk.ac.diamond.scisoft.analysis.optimize.ApachePolynomial; @Atomic public class PolynomialSmoothingOperation extends AbstractOperation<PolynomialSmoothModel, OperationData> { @Override public String getId() { return "uk.ac.diamond.scisoft.analysis.processing.operations.oned.PolynomialSmoothingOperation"; } protected OperationData process(IDataset input, IMonitor monitor) throws OperationException { if (model.getPolynomial() > model.getWindow()) throw new OperationException(this,"Polynomial should be less than window size"); ILazyDataset[] firstAxes = getFirstAxes(input); IDataset ax; if (firstAxes == null || firstAxes[0] == null) { ax = DatasetFactory.createRange(input.getShape()[0], Dataset.INT64); } else { try { ax = firstAxes[0].getSlice(); } catch (DatasetException e) { throw new OperationException(this, e); } } Dataset out = DatasetUtils.convertToDataset(input); Dataset a = DatasetUtils.convertToDataset(ax); try { out = ApachePolynomial.getPolynomialSmoothed(a, out, model.getWindow(), model.getPolynomial()); } catch (Exception e) { throw new OperationException(this, e); } copyMetadata(input, out); return new OperationData(out); } @Override public OperationRank getInputRank() { return OperationRank.ONE; } @Override public OperationRank getOutputRank() { return OperationRank.ONE; } }