Examples with NetCDFEvaluator cbit.vcell.solver.stoch.NetCDFEvaluator used on opensource projects

Example 1 with NetCDFEvaluator

use of cbit.vcell.solver.stoch.NetCDFEvaluator in project vcell by virtualcell.

the class ODESimData method readNCDataFile.

public static ODESimData readNCDataFile(VCDataIdentifier vcdId, File dataFile, File functionsFile) throws DataAccessException {
    // read ida file
    System.out.println("reading NetCDF file : " + dataFile);
    ODESimData odeSimData = new ODESimData();
    odeSimData.formatID = NETCDF_DATA_FORMAT_ID;
    odeSimData.mathName = vcdId.getID();
    // read .stoch file, this funciton here equals to getODESolverRestultSet()+getStateVariableResultSet()  in ODE.
    try {
        NetCDFEvaluator ncEva = new NetCDFEvaluator();
        NetCDFReader ncReader = null;
        try {
            ncEva.setNetCDFTarget(dataFile.getAbsolutePath());
            ncReader = ncEva.getNetCDFReader();
        } catch (Exception e) {
            e.printStackTrace(System.err);
            throw new RuntimeException("Cannot open simulation result file: " + dataFile.getAbsolutePath() + "!");
        }
        // Read result according to trial number
        if (ncReader.getNumTrials() == 1) {
            // Read header
            String[] varNames = ncReader.getSpeciesNames_val();
            // first column will be time t.
            odeSimData.addDataColumn(new ODESolverResultSetColumnDescription("t"));
            // following columns are stoch variables
            for (int i = 0; i < varNames.length; i++) {
                odeSimData.addDataColumn(new ODESolverResultSetColumnDescription(varNames[i]));
            }
            // Read data
            // data only, no time points
            ArrayDouble data = (ArrayDouble) ncEva.getTimeSeriesData(1);
            double[] timePoints = ncReader.getTimePoints();
            System.out.println("time points length is " + timePoints.length);
            // shape[0]:num of timepoints, shape[1]: num of species
            int[] shape = data.getShape();
            if (// one species
            shape.length == 1) {
                ArrayDouble.D1 temData = (ArrayDouble.D1) data;
                System.out.println("one species in time series data and size is " + temData.getSize());
                for (// rows
                int k = 0; // rows
                k < timePoints.length; // rows
                k++) {
                    double[] values = new double[odeSimData.getDataColumnCount()];
                    values[0] = timePoints[k];
                    for (int i = 1; i < odeSimData.getDataColumnCount(); i++) {
                        values[i] = temData.get(k);
                    }
                    odeSimData.addRow(values);
                }
            }
            if (// more than one species
            shape.length == 2) {
                ArrayDouble.D2 temData = (ArrayDouble.D2) data;
                System.out.println("multiple species in time series, the length of time series is :" + data.getShape()[0] + ", and the total number of speceis is: " + data.getShape()[1]);
                for (// rows
                int k = 0; // rows
                k < timePoints.length; // rows
                k++) {
                    double[] values = new double[odeSimData.getDataColumnCount()];
                    values[0] = timePoints[k];
                    for (int i = 1; i < odeSimData.getDataColumnCount(); i++) {
                        values[i] = temData.get(k, i - 1);
                    }
                    odeSimData.addRow(values);
                }
            }
        } else if (ncReader.getNumTrials() > 1) {
            // Read header
            String[] varNames = ncReader.getSpeciesNames_val();
            // first column will be time t.
            odeSimData.addDataColumn(new ODESolverResultSetColumnDescription("TrialNo"));
            // following columns are stoch variables
            for (int i = 0; i < varNames.length; i++) {
                odeSimData.addDataColumn(new ODESolverResultSetColumnDescription(varNames[i]));
            }
            // Read data
            // data only, no trial numbers
            ArrayDouble data = (ArrayDouble) ncEva.getDataOverTrials(ncReader.getTimePoints().length - 1);
            int[] trialNum = ncEva.getNetCDFReader().getTrialNumbers();
            // System.out.println("total trials are "+trialNum.length);
            // shape[0]:number of trials, shape[1]: num of species
            int[] shape = data.getShape();
            if (// one species
            shape.length == 1) {
                ArrayDouble.D1 temData = (ArrayDouble.D1) data;
                // System.out.println("one species over trials, size is: "+temData.getSize());
                for (// rows
                int k = 0; // rows
                k < trialNum.length; // rows
                k++) {
                    double[] values = new double[odeSimData.getDataColumnCount()];
                    values[0] = trialNum[k];
                    for (int i = 1; i < odeSimData.getDataColumnCount(); i++) {
                        values[i] = temData.get(k);
                    }
                    odeSimData.addRow(values);
                }
            }
            if (// more than one species
            shape.length == 2) {
                ArrayDouble.D2 temData = (ArrayDouble.D2) data;
                // System.out.println("multiple species in multiple trials, the length of trials is :"+data.getShape()[0]+", and the total number of speceis is: "+data.getShape()[1]);
                for (// rows
                int k = 0; // rows
                k < trialNum.length; // rows
                k++) {
                    double[] values = new double[odeSimData.getDataColumnCount()];
                    values[0] = trialNum[k];
                    for (int i = 1; i < odeSimData.getDataColumnCount(); i++) {
                        values[i] = temData.get(k, i - 1);
                    }
                    odeSimData.addRow(values);
                }
            }
        } else {
            throw new RuntimeException("Number of trials should be a countable positive value, from 1 to N.");
        }
    } catch (Exception e) {
        e.printStackTrace(System.err);
        throw new RuntimeException("Problem encountered in parsing hybrid simulation results.\n" + e.getMessage());
    }
    if (!odeSimData.getColumnDescriptions(0).getName().equals(SimDataConstants.HISTOGRAM_INDEX_NAME)) {
        Vector<AnnotatedFunction> funcList;
        try {
            funcList = FunctionFileGenerator.readFunctionsFile(functionsFile, vcdId.getID());
            for (AnnotatedFunction func : funcList) {
                try {
                    Expression expression = new Expression(func.getExpression());
                    odeSimData.addFunctionColumn(new FunctionColumnDescription(expression, func.getName(), null, func.getName(), false));
                } catch (ExpressionException e) {
                    throw new RuntimeException("Could not add function " + func.getName() + " to annotatedFunctionList");
                }
            }
        } catch (FileNotFoundException e1) {
            e1.printStackTrace(System.out);
            throw new DataAccessException(e1.getMessage());
        } catch (IOException e1) {
            e1.printStackTrace(System.out);
            throw new DataAccessException(e1.getMessage());
        }
    }
    return odeSimData;
}