final int n = marketData.getNumExpiries();
final double[][] strikes = marketData.getStrikes();
final double expiry = option.getTimeToExpiry();
final double forward = forwardCurve.getForward(expiry);
final double x = option.getStrike() / forward;
final PDETerminalResults1D pdeGrid = _pdeCalculator.runPDESolver(localVolatility, forwardCurve, option);
final int spaceSteps = _pdeCalculator.getNSpaceSteps();
final double[] xNodes = pdeGrid.getGrid().getSpaceNodes();
int index = SurfaceArrayUtils.getLowerBoundIndex(xNodes, x);
if (index >= 1) {
index--;
}
if (index >= spaceSteps - 1) {
index--;
if (index >= spaceSteps - 1) {
index--;
}
}
final double[] vols = new double[4];
final double[] moneyness = new double[4];
System.arraycopy(xNodes, index, moneyness, 0, 4);
for (int i = 0; i < 4; i++) {
vols[i] = BlackFormulaRepository.impliedVolatility(pdeGrid.getFunctionValue(index + i), 1.0, moneyness[i],
expiry, option.isCall());
}
Interpolator1DDataBundle db = _interpolator.getDataBundle(moneyness, vols);
final double exampleVol = _interpolator.interpolate(db, x);
final double[][] res = new double[n][];
for (int i = 0; i < n; i++) {
final int m = strikes[i].length;
res[i] = new double[m];
for (int j = 0; j < m; j++) {
final BlackVolatilitySurfaceMoneyness bumpedSurface = _surfaceInterpolator.getBumpedVolatilitySurface(marketData, i, j, SHIFT);
final LocalVolatilitySurfaceMoneyness bumpedLV = _dupireCalculator.getLocalVolatility(bumpedSurface);
final PDETerminalResults1D pdeResBumped = _pdeCalculator.runPDESolver(bumpedLV, option);
for (int k = 0; k < 4; k++) {
vols[k] = BlackFormulaRepository.impliedVolatility(pdeResBumped.getFunctionValue(index + k), 1.0, moneyness[k],
expiry, option.isCall());
}
db = _interpolator.getDataBundle(moneyness, vols);
final double vol = _interpolator.interpolate(db, x);
res[i][j] = (vol - exampleVol) / SHIFT;