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@ -17,17 +17,17 @@ package inr.numass;
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import hep.dataforge.actions.ActionUtils;
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import hep.dataforge.actions.ActionUtils;
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import hep.dataforge.context.Context;
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import hep.dataforge.context.Context;
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import hep.dataforge.context.GlobalContext;
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import static hep.dataforge.context.GlobalContext.out;
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import static hep.dataforge.context.GlobalContext.out;
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import hep.dataforge.data.FileDataFactory;
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import hep.dataforge.data.FileDataFactory;
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import hep.dataforge.fitting.MINUITPlugin;
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import hep.dataforge.fitting.MINUITPlugin;
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import hep.dataforge.io.IOManager;
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import hep.dataforge.io.IOManager;
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import hep.dataforge.io.MetaFileReader;
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import hep.dataforge.io.MetaFileReader;
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import hep.dataforge.meta.Meta;
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import hep.dataforge.meta.Meta;
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import static inr.numass.NumassContext.printDescription;
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import static inr.numass.Numass.printDescription;
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import java.io.File;
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import java.io.File;
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import java.io.FileNotFoundException;
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import java.io.FileNotFoundException;
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import java.util.Locale;
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import java.util.Locale;
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import static java.util.Locale.setDefault;
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import javax.swing.JFileChooser;
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import javax.swing.JFileChooser;
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import javax.swing.JFrame;
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import javax.swing.JFrame;
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import javax.swing.filechooser.FileFilter;
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import javax.swing.filechooser.FileFilter;
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@ -41,20 +41,6 @@ import org.apache.commons.cli.ParseException;
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import org.slf4j.Logger;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import org.slf4j.LoggerFactory;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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import static java.util.Locale.setDefault;
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/**
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/**
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*
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*
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@ -64,13 +50,13 @@ public class Main {
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public static void main(String[] args) throws Exception {
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public static void main(String[] args) throws Exception {
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setDefault(Locale.US);
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setDefault(Locale.US);
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NumassContext context = new NumassContext();
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Context context = Numass.buildContext();
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context.loadPlugin(new MINUITPlugin());
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context.loadPlugin(new MINUITPlugin());
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run(context, args);
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run(context, args);
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}
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}
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@SuppressWarnings("deprecation")
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@SuppressWarnings("deprecation")
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public static void run(NumassContext context, String[] args) throws Exception {
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public static void run(Context context, String[] args) throws Exception {
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Logger logger = LoggerFactory.getLogger("numass-main");
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Logger logger = LoggerFactory.getLogger("numass-main");
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Options options = prepareOptions();
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Options options = prepareOptions();
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@ -30,27 +30,18 @@ import java.io.PrintWriter;
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*
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*
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* @author Darksnake
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* @author Darksnake
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*/
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*/
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public class NumassContext extends Context {
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public class Numass {
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public NumassContext(Context parent, Meta config) {
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public static Context buildContext(Context parent, Meta meta) {
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super(parent, "numass", config);
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Context numassContext = new Context(parent, "numass", meta);
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init();
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GlobalContext.registerContext(numassContext);
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numassContext.loadPlugin("inr.numass:numass");
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numassContext.setIO(new NumassIO());
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return numassContext;
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}
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}
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public NumassContext(Context parent) {
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public static Context buildContext() {
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super(parent, "numass");
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return buildContext(GlobalContext.instance(), Meta.empty());
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init();
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}
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public NumassContext() {
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super("numass");
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init();
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}
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private void init() {
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GlobalContext.registerContext(this);
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loadPlugin("inr.numass:numass");
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setIO(new NumassIO());
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}
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}
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public static void printDescription(Context context, boolean allowANSI) throws DescriptorException {
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public static void printDescription(Context context, boolean allowANSI) throws DescriptorException {
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@ -48,7 +48,6 @@ import inr.numass.models.EmpiricalLossSpectrum;
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import inr.numass.models.ExperimentalVariableLossSpectrum;
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import inr.numass.models.ExperimentalVariableLossSpectrum;
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import inr.numass.models.GaussSourceSpectrum;
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import inr.numass.models.GaussSourceSpectrum;
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import inr.numass.models.GunSpectrum;
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import inr.numass.models.GunSpectrum;
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import inr.numass.models.LossCalculator;
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import inr.numass.models.ModularSpectrum;
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import inr.numass.models.ModularSpectrum;
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import inr.numass.models.NBkgSpectrum;
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import inr.numass.models.NBkgSpectrum;
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import inr.numass.models.RangedNamedSetSpectrum;
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import inr.numass.models.RangedNamedSetSpectrum;
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@ -98,11 +97,18 @@ public class NumassPlugin extends BasicPlugin {
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}
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}
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private void loadMath(MathPlugin math){
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private void loadMath(MathPlugin math) {
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math.registerBivariate("numass.trap2016", (Ei, Ef) -> {
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return 3.92e-5 * FastMath.exp(-(Ei - Ef) / 300d) + 1.97e-4 - 6.818e-9 * Ei;
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});
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math.registerBivariate("numass.resolutionTail", meta -> {
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double alpha = meta.getDouble("tailAlpha", 0);
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double beta = meta.getDouble("tailBeta", 0);
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return (double E, double U) -> 1 - (E - U) * (alpha + E / 1000d * beta) / 1000d;
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});
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}
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}
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/**
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/**
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* Load all numass model factories
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* Load all numass model factories
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*
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*
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@ -213,7 +219,7 @@ public class NumassPlugin extends BasicPlugin {
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});
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});
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manager.addModel("sterile", (context, meta) -> {
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manager.addModel("sterile", (context, meta) -> {
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SterileNeutrinoSpectrum sp = new SterileNeutrinoSpectrum(meta);
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SterileNeutrinoSpectrum sp = new SterileNeutrinoSpectrum(context, meta);
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NBkgSpectrum spectrum = new NBkgSpectrum(sp);
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NBkgSpectrum spectrum = new NBkgSpectrum(sp);
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return new XYModel(spectrum, getAdapter(meta));
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return new XYModel(spectrum, getAdapter(meta));
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@ -238,19 +244,11 @@ public class NumassPlugin extends BasicPlugin {
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}
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}
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//Adding trapping energy dependence
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//Adding trapping energy dependence
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switch (meta.getString("trappingFunction", "default")) {
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if(meta.hasValue("transmission.trapping")){
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case "run2016":
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BivariateFunction trap = MathPlugin.buildFrom(context).buildBivariateFunction(meta.getString("transmussion.trapping"));
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sp.setTrappingFunction((Ei, Ef) -> {
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sp.setTrappingFunction(trap);
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return 3.92e-5 * FastMath.exp(-(Ei - Ef) / 300d) + 1.97e-4 - 6.818e-9 * Ei;
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});
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break;
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default:
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//Intercept = 4.95745, B1 = -0.36879, B2 = 0.00827
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sp.setTrappingFunction((Ei, Ef) -> LossCalculator.getTrapFunction().value(Ei, Ef) * (4.95745 - 0.36879 * Ei + 0.00827 * Ei * Ei));
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}
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}
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context.getReport().report("Using folowing trapping formula: {}",
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"6.2e-5 * FastMath.exp(-(Ei - Ef) / 350d) + 1.97e-4 - 6.818e-9 * Ei");
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NBkgSpectrum spectrum = new NBkgSpectrum(sp);
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NBkgSpectrum spectrum = new NBkgSpectrum(sp);
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return new XYModel(spectrum, getAdapter(meta));
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return new XYModel(spectrum, getAdapter(meta));
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@ -23,7 +23,7 @@ public class WorkspaceTest {
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String storagepath = "D:\\Work\\Numass\\data\\";
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String storagepath = "D:\\Work\\Numass\\data\\";
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Workspace workspace = BasicWorkspace.builder()
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Workspace workspace = BasicWorkspace.builder()
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.setContext(new NumassContext())
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.setContext(Numass.buildContext())
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.loadData("", new StorageDataFactory(), new MetaBuilder("storage").putValue("path", storagepath))
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.loadData("", new StorageDataFactory(), new MetaBuilder("storage").putValue("path", storagepath))
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.build();
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.build();
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@ -41,7 +41,7 @@ import hep.dataforge.tables.Table;
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import hep.dataforge.tables.XYAdapter;
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import hep.dataforge.tables.XYAdapter;
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import hep.dataforge.values.NamedValueSet;
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import hep.dataforge.values.NamedValueSet;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassContext;
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import inr.numass.Numass;
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import inr.numass.models.ExperimentalVariableLossSpectrum;
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import inr.numass.models.ExperimentalVariableLossSpectrum;
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import inr.numass.models.LossCalculator;
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import inr.numass.models.LossCalculator;
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import java.io.OutputStreamWriter;
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import java.io.OutputStreamWriter;
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@ -8,7 +8,7 @@ package inr.numass.models;
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import hep.dataforge.fitting.parametric.ParametricFunction;
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import hep.dataforge.fitting.parametric.ParametricFunction;
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import hep.dataforge.values.NamedValueSet;
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import hep.dataforge.values.NamedValueSet;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassContext;
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import inr.numass.Numass;
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import inr.numass.utils.TritiumUtils;
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import inr.numass.utils.TritiumUtils;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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@ -326,7 +326,7 @@ public class LossCalculator {
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}
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}
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public synchronized double getLossValue(int order, double Ei, double Ef) {
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public synchronized double getLossValue(int order, double Ei, double Ef) {
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if (Ei < Ef) {
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if (Ei - Ef < 5d) {
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return 0;
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return 0;
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} else if (Ei - Ef >= getMargin(order)) {
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} else if (Ei - Ef >= getMargin(order)) {
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return 0;
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return 0;
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@ -377,7 +377,7 @@ public class LossCalculator {
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return 0;
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return 0;
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}
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}
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};
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};
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return integrator.integrate(integrand, 0d, margin);
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return integrator.integrate(integrand, 5d, margin);
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};
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};
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return FunctionCaching.cacheUnivariateFunction(res, 0, margin, 200);
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return FunctionCaching.cacheUnivariateFunction(res, 0, margin, 200);
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@ -16,7 +16,6 @@
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package inr.numass.models;
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package inr.numass.models;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassContext;
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import org.apache.commons.math3.analysis.BivariateFunction;
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import org.apache.commons.math3.analysis.BivariateFunction;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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@ -19,7 +19,7 @@ import hep.dataforge.fitting.parametric.AbstractParametricFunction;
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import hep.dataforge.fitting.parametric.ParametricFunction;
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import hep.dataforge.fitting.parametric.ParametricFunction;
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import hep.dataforge.values.NamedValueSet;
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import hep.dataforge.values.NamedValueSet;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassContext;
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import inr.numass.Numass;
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import org.apache.commons.math3.analysis.BivariateFunction;
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import org.apache.commons.math3.analysis.BivariateFunction;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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@ -22,7 +22,7 @@ import hep.dataforge.maths.integration.UnivariateIntegrator;
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import hep.dataforge.values.NamedValueSet;
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import hep.dataforge.values.NamedValueSet;
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import hep.dataforge.values.ValueProvider;
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import hep.dataforge.values.ValueProvider;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassIntegrator;
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import inr.numass.NumassContext;
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import inr.numass.Numass;
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import java.util.List;
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import java.util.List;
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import org.apache.commons.math3.analysis.BivariateFunction;
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import org.apache.commons.math3.analysis.BivariateFunction;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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import hep.dataforge.meta.Meta;
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import hep.dataforge.meta.Meta;
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import hep.dataforge.values.NamedValueSet;
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import hep.dataforge.values.NamedValueSet;
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import inr.numass.models.ResolutionFunction;
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import inr.numass.models.ResolutionFunction;
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import static java.lang.Double.isNaN;
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import static java.lang.Math.sqrt;
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import static java.lang.Math.sqrt;
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import org.apache.commons.math3.analysis.BivariateFunction;
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import org.apache.commons.math3.analysis.BivariateFunction;
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*/
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*/
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package inr.numass.models.sterile;
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package inr.numass.models.sterile;
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import hep.dataforge.context.Context;
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import hep.dataforge.fitting.parametric.AbstractParametricBiFunction;
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import hep.dataforge.fitting.parametric.AbstractParametricBiFunction;
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import hep.dataforge.maths.MathPlugin;
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import hep.dataforge.meta.Meta;
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import hep.dataforge.meta.Meta;
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import hep.dataforge.values.NamedValueSet;
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import hep.dataforge.values.NamedValueSet;
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import inr.numass.models.LossCalculator;
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import inr.numass.models.LossCalculator;
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@ -22,21 +24,18 @@ public class NumassTransmission extends AbstractParametricBiFunction {
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private final LossCalculator calculator;
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private final LossCalculator calculator;
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private final BivariateFunction trapFunc;
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private final BivariateFunction trapFunc;
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// private BicubicInterpolatingFunction cache;
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public NumassTransmission(Context context, Meta meta) {
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// private double cachedX;
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// private Meta cacheMeta;
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public NumassTransmission(Meta meta) {
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super(list);
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super(list);
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this.calculator = LossCalculator.instance();
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this.calculator = LossCalculator.instance();
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trapFunc = getTrapFunction(meta.getNodeOrEmpty("trapping"));
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if (meta.hasValue("trapping")) {
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// if (meta.hasNode("cache")) {
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trapFunc = MathPlugin.buildFrom(context).buildBivariateFunction(meta.getString("trapping"));
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// cacheMeta = meta.getNode("cache");
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} else {
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// }
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trapFunc = getTrapFunction(context, meta.getNodeOrEmpty("trapping"));
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}
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}
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}
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private BivariateFunction getTrapFunction(Meta meta) {
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private BivariateFunction getTrapFunction(Context context, Meta meta) {
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return LossCalculator.getTrapFunction();
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return MathPlugin.buildFrom(context).buildBivariateFunction(meta);
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}
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}
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@Override
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@Override
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@ -65,18 +64,6 @@ public class NumassTransmission extends AbstractParametricBiFunction {
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return LossCalculator.instance().getLossProbability(0, getX(eIn, set));
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return LossCalculator.instance().getLossProbability(0, getX(eIn, set));
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}
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}
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// private synchronized void setupCache(double X) {
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// if (this.cachedX != X) {
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// double cacheLo = cacheMeta.getDouble("lo", 14000);
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// double cacheHi = cacheMeta.getDouble("hi", 18575);
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// int numPoints = cacheMeta.getInt("numPoints", 1000);
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// double[] eIns = GridCalculator.getUniformUnivariateGrid(cacheLo, cacheHi, numPoints);
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// double[] eOuts = GridCalculator.getUniformUnivariateGrid(cacheLo, cacheHi, numPoints);
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// double[][] vals = MathUtils.calculateFunction(calculator.getTotalLossBivariateFunction(X), eOuts, eOuts);
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// this.cachedX = X;
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// this.cache = new BicubicInterpolator().interpolate(eIns, eOuts, vals);
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// }
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// }
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@Override
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@Override
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public double value(double eIn, double eOut, NamedValueSet set) {
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public double value(double eIn, double eOut, NamedValueSet set) {
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//calculate X taking into account its energy dependence
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//calculate X taking into account its energy dependence
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@ -10,6 +10,7 @@ import hep.dataforge.context.GlobalContext;
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import hep.dataforge.description.NodeDef;
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import hep.dataforge.description.NodeDef;
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import hep.dataforge.description.ValueDef;
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import hep.dataforge.description.ValueDef;
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import hep.dataforge.exceptions.NotDefinedException;
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import hep.dataforge.exceptions.NotDefinedException;
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import hep.dataforge.fitting.parametric.AbstractParametricBiFunction;
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import hep.dataforge.fitting.parametric.AbstractParametricFunction;
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import hep.dataforge.fitting.parametric.AbstractParametricFunction;
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import hep.dataforge.fitting.parametric.ParametricBiFunction;
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import hep.dataforge.fitting.parametric.ParametricBiFunction;
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import hep.dataforge.maths.integration.UnivariateIntegrator;
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import hep.dataforge.maths.integration.UnivariateIntegrator;
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||||||
@ -17,14 +18,7 @@ import hep.dataforge.meta.Meta;
|
|||||||
import hep.dataforge.values.NamedValueSet;
|
import hep.dataforge.values.NamedValueSet;
|
||||||
import inr.numass.NumassIntegrator;
|
import inr.numass.NumassIntegrator;
|
||||||
import inr.numass.models.FSS;
|
import inr.numass.models.FSS;
|
||||||
import java.util.stream.DoubleStream;
|
|
||||||
import org.apache.commons.math3.analysis.BivariateFunction;
|
|
||||||
import org.apache.commons.math3.analysis.UnivariateFunction;
|
import org.apache.commons.math3.analysis.UnivariateFunction;
|
||||||
import org.apache.commons.math3.distribution.EnumeratedRealDistribution;
|
|
||||||
import org.apache.commons.math3.distribution.RealDistribution;
|
|
||||||
import org.apache.commons.math3.random.JDKRandomGenerator;
|
|
||||||
import org.apache.commons.math3.random.RandomGenerator;
|
|
||||||
import org.apache.commons.math3.random.SynchronizedRandomGenerator;
|
|
||||||
|
|
||||||
/**
|
/**
|
||||||
* Compact all-in-one model for sterile neutrino spectrum
|
* Compact all-in-one model for sterile neutrino spectrum
|
||||||
@ -39,8 +33,8 @@ public class SterileNeutrinoSpectrum extends AbstractParametricFunction {
|
|||||||
|
|
||||||
private static final String[] list = {"X", "trap", "E0", "mnu2", "msterile2", "U2"};
|
private static final String[] list = {"X", "trap", "E0", "mnu2", "msterile2", "U2"};
|
||||||
|
|
||||||
private final RandomGenerator rnd;
|
// private final RandomGenerator rnd;
|
||||||
private RealDistribution fssDistribution;
|
// private RealDistribution fssDistribution;
|
||||||
private FSS fss;
|
private FSS fss;
|
||||||
|
|
||||||
/**
|
/**
|
||||||
@ -57,21 +51,27 @@ public class SterileNeutrinoSpectrum extends AbstractParametricFunction {
|
|||||||
*/
|
*/
|
||||||
private final ParametricBiFunction resolution;
|
private final ParametricBiFunction resolution;
|
||||||
|
|
||||||
private boolean useMC;
|
/**
|
||||||
|
* auxiliary function for trans-res convolution
|
||||||
|
*/
|
||||||
|
private final ParametricBiFunction transRes;
|
||||||
|
|
||||||
|
// private boolean useMC;
|
||||||
private boolean fast;
|
private boolean fast;
|
||||||
|
|
||||||
public SterileNeutrinoSpectrum(Context context, Meta configuration) {
|
public SterileNeutrinoSpectrum(Context context, Meta configuration) {
|
||||||
super(list);
|
super(list);
|
||||||
rnd = new SynchronizedRandomGenerator(new JDKRandomGenerator());
|
// rnd = new SynchronizedRandomGenerator(new JDKRandomGenerator());
|
||||||
if (configuration.hasValue("fssFile")) {
|
if (configuration.hasValue("fssFile")) {
|
||||||
fss = new FSS(context.io().getFile(configuration.getString("fssFile")));
|
fss = new FSS(context.io().getFile(configuration.getString("fssFile")));
|
||||||
fssDistribution = new EnumeratedRealDistribution(rnd, fss.getEs(), fss.getPs());
|
// fssDistribution = new EnumeratedRealDistribution(rnd, fss.getEs(), fss.getPs());
|
||||||
}
|
}
|
||||||
|
|
||||||
transmission = new NumassTransmission(configuration.getNodeOrEmpty("transmission"));
|
transmission = new NumassTransmission(context, configuration.getNodeOrEmpty("transmission"));
|
||||||
resolution = new NumassResolution(configuration.getNode("resolution", Meta.empty()));
|
resolution = new NumassResolution(configuration.getNode("resolution", Meta.empty()));
|
||||||
this.useMC = configuration.getBoolean("useMC", false);
|
// this.useMC = configuration.getBoolean("useMC", false);
|
||||||
this.fast = configuration.getBoolean("fast", true);
|
this.fast = configuration.getBoolean("fast", true);
|
||||||
|
transRes = new TransRes();
|
||||||
}
|
}
|
||||||
|
|
||||||
public SterileNeutrinoSpectrum(Meta configuration) {
|
public SterileNeutrinoSpectrum(Meta configuration) {
|
||||||
@ -89,10 +89,10 @@ public class SterileNeutrinoSpectrum extends AbstractParametricFunction {
|
|||||||
case "msterile2":
|
case "msterile2":
|
||||||
case "mnu2":
|
case "mnu2":
|
||||||
case "E0":
|
case "E0":
|
||||||
return integrate(u, source.derivative(parName), transmission, resolution, set);
|
return integrate(u, source.derivative(parName), transRes, set);
|
||||||
case "X":
|
case "X":
|
||||||
case "trap":
|
case "trap":
|
||||||
return integrate(u, source, transmission, resolution.derivative(parName), set);
|
return integrate(u, source, transRes.derivative(parName), set);
|
||||||
default:
|
default:
|
||||||
throw new NotDefinedException();
|
throw new NotDefinedException();
|
||||||
}
|
}
|
||||||
@ -100,39 +100,94 @@ public class SterileNeutrinoSpectrum extends AbstractParametricFunction {
|
|||||||
|
|
||||||
@Override
|
@Override
|
||||||
public double value(double u, NamedValueSet set) {
|
public double value(double u, NamedValueSet set) {
|
||||||
if (useDirect()) {
|
return integrate(u, source, transRes, set);
|
||||||
return integrateDirect(u, source, transmission, resolution, set);
|
|
||||||
} else {
|
|
||||||
return integrate(u, source, transmission, resolution, set);
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
private int numCalls(double u) {
|
|
||||||
return 100000;
|
|
||||||
}
|
|
||||||
|
|
||||||
private boolean useDirect() {
|
|
||||||
return !useMC;
|
|
||||||
}
|
}
|
||||||
|
|
||||||
|
// private int numCalls(double u) {
|
||||||
|
// return 100000;
|
||||||
|
// }
|
||||||
|
//
|
||||||
|
// private boolean useDirect() {
|
||||||
|
// return !useMC;
|
||||||
|
// }
|
||||||
@Override
|
@Override
|
||||||
public boolean providesDeriv(String name) {
|
public boolean providesDeriv(String name) {
|
||||||
return source.providesDeriv(name) && transmission.providesDeriv(name) && resolution.providesDeriv(name);
|
return source.providesDeriv(name) && transmission.providesDeriv(name) && resolution.providesDeriv(name);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
// /**
|
||||||
|
// * Random E generator
|
||||||
|
// *
|
||||||
|
// * @param a
|
||||||
|
// * @param b
|
||||||
|
// * @return
|
||||||
|
// */
|
||||||
|
// private double rndE(double a, double b) {
|
||||||
|
// return rnd.nextDouble() * (b - a) + a;
|
||||||
|
// }
|
||||||
|
//
|
||||||
|
// private double integrate(
|
||||||
|
// double u,
|
||||||
|
// ParametricBiFunction sourceFunction,
|
||||||
|
// ParametricBiFunction transmissionFunction,
|
||||||
|
// ParametricBiFunction resolutionFunction,
|
||||||
|
// NamedValueSet set) {
|
||||||
|
// if (useDirect()) {
|
||||||
|
// return integrateDirect(u, sourceFunction, transmissionFunction, resolutionFunction, set);
|
||||||
|
// } else {
|
||||||
|
// return integrateRandom(u, sourceFunction, transmissionFunction, resolutionFunction, set);
|
||||||
|
// }
|
||||||
|
// }
|
||||||
|
// /**
|
||||||
|
// * Monte-Carlo integration of spectrum
|
||||||
|
// *
|
||||||
|
// * @param u
|
||||||
|
// * @param sourceFunction
|
||||||
|
// * @param transmissionFunction
|
||||||
|
// * @param resolutionFunction
|
||||||
|
// * @param set
|
||||||
|
// * @return
|
||||||
|
// */
|
||||||
|
// private double integrateRandom(
|
||||||
|
// double u,
|
||||||
|
// ParametricBiFunction sourceFunction,
|
||||||
|
// ParametricBiFunction transmissionFunction,
|
||||||
|
// ParametricBiFunction resolutionFunction,
|
||||||
|
// NamedValueSet set) {
|
||||||
|
//
|
||||||
|
// int num = numCalls(u);
|
||||||
|
// double eMax = set.getDouble("E0") + 5d;
|
||||||
|
// if (u > eMax) {
|
||||||
|
// return 0;
|
||||||
|
// }
|
||||||
|
//
|
||||||
|
// double sum = DoubleStream.generate(() -> {
|
||||||
|
// // generate final state
|
||||||
|
// double fs;
|
||||||
|
// if (fssDistribution != null) {
|
||||||
|
// fs = fssDistribution.sample();
|
||||||
|
// } else {
|
||||||
|
// fs = 0;
|
||||||
|
// }
|
||||||
|
//
|
||||||
|
// double eIn = rndE(u, eMax);
|
||||||
|
//
|
||||||
|
// double eOut = rndE(u, eIn);
|
||||||
|
//
|
||||||
|
// double res = sourceFunction.value(fs, eIn, set)
|
||||||
|
// * transmissionFunction.value(eIn, eOut, set)
|
||||||
|
// * resolutionFunction.value(eOut, u, set);
|
||||||
|
//
|
||||||
|
// if (Double.isNaN(res)) {
|
||||||
|
// throw new Error();
|
||||||
|
// }
|
||||||
|
// return res;
|
||||||
|
// }).parallel().limit(num).sum();
|
||||||
|
// //triangle surface
|
||||||
|
// return Math.pow(eMax - u, 2d) / 2d * sum / num;
|
||||||
|
// }
|
||||||
/**
|
/**
|
||||||
* Random E generator
|
* Direct Gauss-Legandre integration
|
||||||
*
|
|
||||||
* @param a
|
|
||||||
* @param b
|
|
||||||
* @return
|
|
||||||
*/
|
|
||||||
private double rndE(double a, double b) {
|
|
||||||
return rnd.nextDouble() * (b - a) + a;
|
|
||||||
}
|
|
||||||
|
|
||||||
/**
|
|
||||||
* Monte-Carlo integration of spectrum
|
|
||||||
*
|
*
|
||||||
* @param u
|
* @param u
|
||||||
* @param sourceFunction
|
* @param sourceFunction
|
||||||
@ -144,57 +199,7 @@ public class SterileNeutrinoSpectrum extends AbstractParametricFunction {
|
|||||||
private double integrate(
|
private double integrate(
|
||||||
double u,
|
double u,
|
||||||
ParametricBiFunction sourceFunction,
|
ParametricBiFunction sourceFunction,
|
||||||
ParametricBiFunction transmissionFunction,
|
ParametricBiFunction transResFunction,
|
||||||
ParametricBiFunction resolutionFunction,
|
|
||||||
NamedValueSet set) {
|
|
||||||
|
|
||||||
int num = numCalls(u);
|
|
||||||
double eMax = set.getDouble("E0") + 5d;
|
|
||||||
if (u > eMax) {
|
|
||||||
return 0;
|
|
||||||
}
|
|
||||||
|
|
||||||
double sum = DoubleStream.generate(() -> {
|
|
||||||
// generate final state
|
|
||||||
double fs;
|
|
||||||
if (fssDistribution != null) {
|
|
||||||
fs = fssDistribution.sample();
|
|
||||||
} else {
|
|
||||||
fs = 0;
|
|
||||||
}
|
|
||||||
|
|
||||||
double eIn = rndE(u, eMax);
|
|
||||||
|
|
||||||
double eOut = rndE(u, eIn);
|
|
||||||
|
|
||||||
double res = sourceFunction.value(fs, eIn, set)
|
|
||||||
* transmissionFunction.value(eIn, eOut, set)
|
|
||||||
* resolutionFunction.value(eOut, u, set);
|
|
||||||
|
|
||||||
if (Double.isNaN(res)) {
|
|
||||||
throw new Error();
|
|
||||||
}
|
|
||||||
return res;
|
|
||||||
}).parallel().limit(num).sum();
|
|
||||||
//triangle surface
|
|
||||||
return Math.pow(eMax - u, 2d) / 2d * sum / num;
|
|
||||||
}
|
|
||||||
|
|
||||||
/**
|
|
||||||
* Direct Gauss-Legandre integration
|
|
||||||
*
|
|
||||||
* @param u
|
|
||||||
* @param sourceFunction
|
|
||||||
* @param transmissionFunction
|
|
||||||
* @param resolutionFunction
|
|
||||||
* @param set
|
|
||||||
* @return
|
|
||||||
*/
|
|
||||||
private double integrateDirect(
|
|
||||||
double u,
|
|
||||||
ParametricBiFunction sourceFunction,
|
|
||||||
ParametricBiFunction transmissionFunction,
|
|
||||||
ParametricBiFunction resolutionFunction,
|
|
||||||
NamedValueSet set) {
|
NamedValueSet set) {
|
||||||
|
|
||||||
double eMax = set.getDouble("E0") + 5d;
|
double eMax = set.getDouble("E0") + 5d;
|
||||||
@ -216,14 +221,55 @@ public class SterileNeutrinoSpectrum extends AbstractParametricFunction {
|
|||||||
fsSource = (eIn) -> sourceFunction.value(0, eIn, set);
|
fsSource = (eIn) -> sourceFunction.value(0, eIn, set);
|
||||||
}
|
}
|
||||||
|
|
||||||
BivariateFunction transRes = (eIn, usp) -> {
|
UnivariateIntegrator integrator;
|
||||||
UnivariateFunction integrand = (eOut) -> transmissionFunction.value(eIn, eOut, set) * resolutionFunction.value(eOut, usp, set);
|
if (fast && eMax - u < 500) {
|
||||||
|
integrator = NumassIntegrator.getFastInterator();
|
||||||
|
} else {
|
||||||
|
integrator = NumassIntegrator.getDefaultIntegrator();
|
||||||
|
}
|
||||||
|
|
||||||
|
return integrator.integrate(eIn -> fsSource.value(eIn) * transResFunction.value(eIn, u, set), u, eMax);
|
||||||
|
}
|
||||||
|
|
||||||
|
private class TransRes extends AbstractParametricBiFunction {
|
||||||
|
|
||||||
|
public TransRes() {
|
||||||
|
super(new String[]{"X", "trap"});
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public boolean providesDeriv(String name) {
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public double derivValue(String parName, double eIn, double u, NamedValueSet set) {
|
||||||
|
switch (parName) {
|
||||||
|
case "X":
|
||||||
|
//TODO implement p0 derivative
|
||||||
|
throw new NotDefinedException();
|
||||||
|
case "trap":
|
||||||
|
return lossRes(transmission.derivative(parName), eIn, u, set);
|
||||||
|
default:
|
||||||
|
return super.derivValue(parName, eIn, u, set);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public double value(double eIn, double u, NamedValueSet set) {
|
||||||
|
|
||||||
|
double p0 = NumassTransmission.p0(eIn, set);
|
||||||
|
return p0 * resolution.value(eIn, u, set) + lossRes(transmission, eIn, u, set);
|
||||||
|
}
|
||||||
|
|
||||||
|
private double lossRes(ParametricBiFunction transFunc, double eIn, double u, NamedValueSet set) {
|
||||||
|
UnivariateFunction integrand = (eOut) -> transFunc.value(eIn, eOut, set) * resolution.value(eOut, u, set);
|
||||||
|
|
||||||
double border = u + 30;
|
double border = u + 30;
|
||||||
double firstPart = NumassIntegrator.getFastInterator().integrate(integrand, usp, Math.min(eIn, border));
|
double firstPart = NumassIntegrator.getFastInterator().integrate(integrand, u, Math.min(eIn, border));
|
||||||
double secondPart;
|
double secondPart;
|
||||||
if (eIn > border) {
|
if (eIn > border) {
|
||||||
if(fast){
|
if (fast) {
|
||||||
secondPart = NumassIntegrator.getFastInterator().integrate(integrand, border, eIn);
|
secondPart = NumassIntegrator.getFastInterator().integrate(integrand, border, eIn);
|
||||||
} else {
|
} else {
|
||||||
secondPart = NumassIntegrator.getDefaultIntegrator().integrate(integrand, border, eIn);
|
secondPart = NumassIntegrator.getDefaultIntegrator().integrate(integrand, border, eIn);
|
||||||
@ -232,21 +278,8 @@ public class SterileNeutrinoSpectrum extends AbstractParametricFunction {
|
|||||||
secondPart = 0;
|
secondPart = 0;
|
||||||
}
|
}
|
||||||
return firstPart + secondPart;
|
return firstPart + secondPart;
|
||||||
};
|
|
||||||
|
|
||||||
UnivariateFunction integrand = (eIn) -> {
|
|
||||||
double p0 = NumassTransmission.p0(eIn, set);
|
|
||||||
return fsSource.value(eIn) * (p0 * resolutionFunction.value(eIn, u, set) + transRes.value(eIn, u));
|
|
||||||
};
|
|
||||||
|
|
||||||
UnivariateIntegrator integrator;
|
|
||||||
if (fast && eMax - u < 500) {
|
|
||||||
integrator = NumassIntegrator.getFastInterator();
|
|
||||||
} else {
|
|
||||||
integrator = NumassIntegrator.getDefaultIntegrator();
|
|
||||||
}
|
}
|
||||||
|
|
||||||
return integrator.integrate(integrand, u, eMax);
|
|
||||||
}
|
}
|
||||||
|
|
||||||
}
|
}
|
||||||
|
@ -0,0 +1,102 @@
|
|||||||
|
/*
|
||||||
|
* To change this license header, choose License Headers in Project Properties.
|
||||||
|
* To change this template file, choose Tools | Templates
|
||||||
|
* and open the template in the editor.
|
||||||
|
*/
|
||||||
|
package inr.numass.models.sterile;
|
||||||
|
|
||||||
|
import hep.dataforge.context.Context;
|
||||||
|
import hep.dataforge.fitting.ParamSet;
|
||||||
|
import hep.dataforge.fitting.parametric.ParametricFunction;
|
||||||
|
import hep.dataforge.maths.MathPlugin;
|
||||||
|
import hep.dataforge.meta.Meta;
|
||||||
|
import hep.dataforge.meta.MetaBuilder;
|
||||||
|
import inr.numass.Numass;
|
||||||
|
import inr.numass.models.BetaSpectrum;
|
||||||
|
import inr.numass.models.ModularSpectrum;
|
||||||
|
import inr.numass.models.NBkgSpectrum;
|
||||||
|
import inr.numass.models.RangedNamedSetSpectrum;
|
||||||
|
import inr.numass.models.ResolutionFunction;
|
||||||
|
import org.apache.commons.math3.analysis.BivariateFunction;
|
||||||
|
|
||||||
|
/**
|
||||||
|
*
|
||||||
|
* @author Alexander Nozik
|
||||||
|
*/
|
||||||
|
public class TestModels {
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @param args the command line arguments
|
||||||
|
*/
|
||||||
|
public static void main(String[] args) {
|
||||||
|
Context context = Numass.buildContext();
|
||||||
|
/*
|
||||||
|
<model modelName="sterile" fssFile="FS.txt">
|
||||||
|
<resolution width = "1.22e-4" tailAlpha="1e-2"/>
|
||||||
|
<transmission trapping="numass.trap2016"/>
|
||||||
|
</model>
|
||||||
|
*/
|
||||||
|
Meta meta = new MetaBuilder("model")
|
||||||
|
.putNode(new MetaBuilder("resolution")
|
||||||
|
.putValue("width", 1.22e-4)
|
||||||
|
.putValue("tailAlpha", 1e-2)
|
||||||
|
)
|
||||||
|
.putNode(new MetaBuilder("transmission")
|
||||||
|
.putValue("trapping", "numass.trap2016")
|
||||||
|
);
|
||||||
|
ParametricFunction oldFunc = oldModel(context, meta);
|
||||||
|
ParametricFunction newFunc = newModel(context, meta);
|
||||||
|
|
||||||
|
ParamSet allPars = new ParamSet()
|
||||||
|
.setPar("N", 7e+05, 1.8e+03, 0d, Double.POSITIVE_INFINITY)
|
||||||
|
.setPar("bkg", 1d, 0.050)
|
||||||
|
.setPar("E0", 18575d, 1.4)
|
||||||
|
.setPar("mnu2", 0d, 1d)
|
||||||
|
.setPar("msterile2", 1000d * 1000d, 0)
|
||||||
|
.setPar("U2", 0.0, 1e-4, -1d, 1d)
|
||||||
|
.setPar("X", 0.04, 0.01, 0d, Double.POSITIVE_INFINITY)
|
||||||
|
.setPar("trap", 1, 0.01, 0d, Double.POSITIVE_INFINITY);
|
||||||
|
|
||||||
|
for (double u = 14000; u < 18600; u += 100) {
|
||||||
|
// double oldVal = oldFunc.value(u, allPars);
|
||||||
|
// double newVal = newFunc.value(u, allPars);
|
||||||
|
double oldVal = oldFunc.derivValue("trap", u, allPars);
|
||||||
|
double newVal = newFunc.derivValue("trap", u, allPars);
|
||||||
|
System.out.printf("%f\t%g\t%g\t%g%n", u, oldVal, newVal, 1d - oldVal / newVal);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
private static ParametricFunction oldModel(Context context, Meta meta) {
|
||||||
|
double A = meta.getDouble("resolution", meta.getDouble("resolution.width", 8.3e-5));//8.3e-5
|
||||||
|
double from = meta.getDouble("from", 13900d);
|
||||||
|
double to = meta.getDouble("to", 18700d);
|
||||||
|
context.getReport().report("Setting up tritium model with real transmission function");
|
||||||
|
BivariateFunction resolutionTail;
|
||||||
|
if (meta.hasValue("resolution.tailAlpha")) {
|
||||||
|
resolutionTail = ResolutionFunction.getAngledTail(meta.getDouble("resolution.tailAlpha"), meta.getDouble("resolution.tailBeta", 0));
|
||||||
|
} else {
|
||||||
|
resolutionTail = ResolutionFunction.getRealTail();
|
||||||
|
}
|
||||||
|
//RangedNamedSetSpectrum beta = new BetaSpectrum(context.io().getFile("FS.txt"));
|
||||||
|
RangedNamedSetSpectrum beta = new BetaSpectrum();
|
||||||
|
ModularSpectrum sp = new ModularSpectrum(beta, new ResolutionFunction(A, resolutionTail), from, to);
|
||||||
|
if (meta.getBoolean("caching", false)) {
|
||||||
|
context.getReport().report("Caching turned on");
|
||||||
|
sp.setCaching(true);
|
||||||
|
}
|
||||||
|
//Adding trapping energy dependence
|
||||||
|
|
||||||
|
if (meta.hasValue("transmission.trapping")) {
|
||||||
|
BivariateFunction trap = MathPlugin.buildFrom(context).buildBivariateFunction(meta.getString("transmission.trapping"));
|
||||||
|
sp.setTrappingFunction(trap);
|
||||||
|
}
|
||||||
|
|
||||||
|
return new NBkgSpectrum(sp);
|
||||||
|
}
|
||||||
|
|
||||||
|
private static ParametricFunction newModel(Context context, Meta meta) {
|
||||||
|
SterileNeutrinoSpectrum sp = new SterileNeutrinoSpectrum(context, meta);
|
||||||
|
return new NBkgSpectrum(sp);
|
||||||
|
}
|
||||||
|
|
||||||
|
}
|
@ -30,7 +30,6 @@ import hep.dataforge.meta.MetaBuilder;
|
|||||||
import hep.dataforge.plots.PlotFrame;
|
import hep.dataforge.plots.PlotFrame;
|
||||||
import hep.dataforge.plots.PlotHolder;
|
import hep.dataforge.plots.PlotHolder;
|
||||||
import hep.dataforge.plots.PlotsPlugin;
|
import hep.dataforge.plots.PlotsPlugin;
|
||||||
import hep.dataforge.utils.MetaFactory;
|
|
||||||
import hep.dataforge.values.Value;
|
import hep.dataforge.values.Value;
|
||||||
import inr.numass.NumassIO;
|
import inr.numass.NumassIO;
|
||||||
import inr.numass.NumassProperties;
|
import inr.numass.NumassProperties;
|
||||||
@ -60,6 +59,7 @@ import javafx.scene.control.TitledPane;
|
|||||||
import javafx.scene.control.ToggleButton;
|
import javafx.scene.control.ToggleButton;
|
||||||
import javafx.stage.FileChooser;
|
import javafx.stage.FileChooser;
|
||||||
import org.controlsfx.control.StatusBar;
|
import org.controlsfx.control.StatusBar;
|
||||||
|
import hep.dataforge.utils.ContextMetaFactory;
|
||||||
|
|
||||||
/**
|
/**
|
||||||
* FXML Controller class
|
* FXML Controller class
|
||||||
@ -69,7 +69,7 @@ import org.controlsfx.control.StatusBar;
|
|||||||
public class NumassWorkbenchController implements Initializable, StagePaneHolder, ActionStateListener, PlotHolder {
|
public class NumassWorkbenchController implements Initializable, StagePaneHolder, ActionStateListener, PlotHolder {
|
||||||
|
|
||||||
Context parentContext;
|
Context parentContext;
|
||||||
MetaFactory<Context> contextFactory;
|
ContextMetaFactory<Context> contextFactory;
|
||||||
|
|
||||||
List<MetaEditor> actionEditors = new ArrayList<>();
|
List<MetaEditor> actionEditors = new ArrayList<>();
|
||||||
MetaEditor dataEditor;
|
MetaEditor dataEditor;
|
||||||
@ -402,7 +402,7 @@ public class NumassWorkbenchController implements Initializable, StagePaneHolder
|
|||||||
this.parentContext = parentContext;
|
this.parentContext = parentContext;
|
||||||
}
|
}
|
||||||
|
|
||||||
public void setContextFactory(MetaFactory<Context> contextFactory) {
|
public void setContextFactory(ContextMetaFactory<Context> contextFactory) {
|
||||||
this.contextFactory = contextFactory;
|
this.contextFactory = contextFactory;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
@ -6,7 +6,7 @@
|
|||||||
package inr.numass.workbench;
|
package inr.numass.workbench;
|
||||||
|
|
||||||
import hep.dataforge.context.GlobalContext;
|
import hep.dataforge.context.GlobalContext;
|
||||||
import inr.numass.NumassContext;
|
import inr.numass.Numass;
|
||||||
import java.io.IOException;
|
import java.io.IOException;
|
||||||
import java.text.ParseException;
|
import java.text.ParseException;
|
||||||
import javafx.application.Application;
|
import javafx.application.Application;
|
||||||
@ -30,7 +30,7 @@ public class Workbench extends Application {
|
|||||||
Scene scene = new Scene(parent, 800, 600);
|
Scene scene = new Scene(parent, 800, 600);
|
||||||
|
|
||||||
NumassWorkbenchController controller = loader.getController();
|
NumassWorkbenchController controller = loader.getController();
|
||||||
controller.setContextFactory(NumassContext::new);
|
controller.setContextFactory(Numass::buildContext);
|
||||||
|
|
||||||
primaryStage.setTitle("Numass workbench");
|
primaryStage.setTitle("Numass workbench");
|
||||||
primaryStage.setScene(scene);
|
primaryStage.setScene(scene);
|
||||||
|
60
numass-main/src/test/java/inr/numass/MainTest.java
Normal file
60
numass-main/src/test/java/inr/numass/MainTest.java
Normal file
@ -0,0 +1,60 @@
|
|||||||
|
/*
|
||||||
|
* To change this license header, choose License Headers in Project Properties.
|
||||||
|
* To change this template file, choose Tools | Templates
|
||||||
|
* and open the template in the editor.
|
||||||
|
*/
|
||||||
|
package inr.numass;
|
||||||
|
|
||||||
|
import hep.dataforge.context.Context;
|
||||||
|
import org.apache.commons.cli.CommandLine;
|
||||||
|
import org.junit.Test;
|
||||||
|
import static org.junit.Assert.*;
|
||||||
|
|
||||||
|
/**
|
||||||
|
*
|
||||||
|
* @author Alexander Nozik
|
||||||
|
*/
|
||||||
|
public class MainTest {
|
||||||
|
|
||||||
|
public MainTest() {
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Test of main method, of class Main.
|
||||||
|
*/
|
||||||
|
@Test
|
||||||
|
public void testMain() throws Exception {
|
||||||
|
System.out.println("main");
|
||||||
|
String[] args = null;
|
||||||
|
Main.main(args);
|
||||||
|
// TODO review the generated test code and remove the default call to fail.
|
||||||
|
fail("The test case is a prototype.");
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Test of run method, of class Main.
|
||||||
|
*/
|
||||||
|
@Test
|
||||||
|
public void testRun() throws Exception {
|
||||||
|
System.out.println("run");
|
||||||
|
Context context = null;
|
||||||
|
String[] args = null;
|
||||||
|
Main.run(context, args);
|
||||||
|
// TODO review the generated test code and remove the default call to fail.
|
||||||
|
fail("The test case is a prototype.");
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Test of applyCLItoContext method, of class Main.
|
||||||
|
*/
|
||||||
|
@Test
|
||||||
|
public void testApplyCLItoContext() throws Exception {
|
||||||
|
System.out.println("applyCLItoContext");
|
||||||
|
CommandLine line = null;
|
||||||
|
Context context = null;
|
||||||
|
Main.applyCLItoContext(line, context);
|
||||||
|
// TODO review the generated test code and remove the default call to fail.
|
||||||
|
fail("The test case is a prototype.");
|
||||||
|
}
|
||||||
|
|
||||||
|
}
|
@ -1,32 +0,0 @@
|
|||||||
/*
|
|
||||||
* To change this license header, choose License Headers in Project Properties.
|
|
||||||
* To change this template file, choose Tools | Templates
|
|
||||||
* and open the template in the editor.
|
|
||||||
*/
|
|
||||||
package inr.numass;
|
|
||||||
|
|
||||||
import inr.numass.storage.SetDirectionUtility;
|
|
||||||
import org.junit.Test;
|
|
||||||
|
|
||||||
/**
|
|
||||||
*
|
|
||||||
* @author Alexander Nozik
|
|
||||||
*/
|
|
||||||
public class NumassContextTest {
|
|
||||||
|
|
||||||
public NumassContextTest() {
|
|
||||||
}
|
|
||||||
|
|
||||||
/**
|
|
||||||
* Test of close method, of class NumassContext.
|
|
||||||
*/
|
|
||||||
@Test
|
|
||||||
public void testClose() throws Exception {
|
|
||||||
System.out.println("close");
|
|
||||||
NumassContext instance = new NumassContext();
|
|
||||||
instance.close();
|
|
||||||
assert SetDirectionUtility.cacheFile(instance).exists();
|
|
||||||
|
|
||||||
}
|
|
||||||
|
|
||||||
}
|
|
33
numass-main/src/test/java/inr/numass/NumassTest.java
Normal file
33
numass-main/src/test/java/inr/numass/NumassTest.java
Normal file
@ -0,0 +1,33 @@
|
|||||||
|
/*
|
||||||
|
* To change this license header, choose License Headers in Project Properties.
|
||||||
|
* To change this template file, choose Tools | Templates
|
||||||
|
* and open the template in the editor.
|
||||||
|
*/
|
||||||
|
package inr.numass;
|
||||||
|
|
||||||
|
import hep.dataforge.context.Context;
|
||||||
|
import hep.dataforge.maths.MathPlugin;
|
||||||
|
import hep.dataforge.plots.PlotsPlugin;
|
||||||
|
import org.junit.Test;
|
||||||
|
|
||||||
|
/**
|
||||||
|
*
|
||||||
|
* @author Alexander Nozik
|
||||||
|
*/
|
||||||
|
public class NumassTest {
|
||||||
|
|
||||||
|
public NumassTest() {
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Test of buildContext method, of class Numass.
|
||||||
|
*/
|
||||||
|
@Test
|
||||||
|
public void testBuildContext() {
|
||||||
|
|
||||||
|
Context context = Numass.buildContext();
|
||||||
|
MathPlugin.buildFrom(context);
|
||||||
|
PlotsPlugin.buildFrom(context);
|
||||||
|
}
|
||||||
|
|
||||||
|
}
|
Loading…
Reference in New Issue
Block a user