Example #1
0
    def getLocalMaxLevel(self, dup, levels, indices, grid):
        gp = HashGridPoint(self.numDims)
        for idim, (level, index) in enumerate(zip(levels, indices)):
            gp.set(idim, level, index)

        # up in direction d to the root node
        diffLevels = np.zeros(self.numDims)
        for idim in range(self.numDims):
            # search for children
            # as long as the corresponding grid point exist in the grid
            gp.set(idim, 1, 1)
            if self.verbose:
                print(" %i: root (%i) = %s" %
                      (dup, idim,
                       (tuple(getLevel(gp)), tuple(getIndex(gp)),
                        tuple([gp.getCoord(i) for i in range(self.numDims)]))))

            currentgp = HashGridPoint(gp)
            diffLevels[idim] = self.getMaxLevelOfChildrenUpToMaxLevel(
                currentgp, grid, idim)

        return diffLevels
Example #2
0
    def getLocalFullGridLevel(self, levels, indices, grid, gpk=None, gpl=None):
        localMaxLevels = np.zeros(self.numDims,
                                  dtype="int")  # + self.maxLevel - levels + 1
        if False and self.numDims == 2 and self.plot:
            levelouter, indexouter = self.findOuterIntersection(gpk, gpl)
            levelinner, indexinner = self.findInnerIntersection(gpk, gpl)
            fig = plt.figure()
            plotGrid2d(grid)
            if gpk is not None:
                plt.plot(gpk.getCoord(0), gpk.getCoord(1), "v", color="orange")
            if gpl is not None:
                plt.plot(gpl.getCoord(0), gpl.getCoord(1), "v", color="orange")
            plt.plot(2**-levelinner[0] * indexinner[0],
                     2**-levelinner[1] * indexinner[1],
                     "o ",
                     color="yellow")
            plt.plot(2**-levelouter[0] * indexouter[0],
                     2**-levelouter[1] * indexouter[1],
                     "o ",
                     color="yellow")
            plt.xlim(0, 1)
            plt.ylim(0, 1)
            fig.show()

        gpInnerIntersection = HashGridPoint(self.numDims)
        gpi = HashGridPoint(self.numDims)
        gpj = HashGridPoint(self.numDims)
        gs = grid.getStorage()

        for idim, jdim in combinations(list(range(self.numDims)), 2):
            # find neighbors in direction idim
            iright, ileft = getGridPointsOnBoundary(levels[idim],
                                                    indices[idim])
            # find neighbors in direction idim
            jright, jleft = getGridPointsOnBoundary(levels[jdim],
                                                    indices[jdim])

            for left, right in product((iright, ileft), (jright, jleft)):
                if left is not None and right is not None:
                    (llevel, lindex), (rlevel, rindex) = left, right
                    for i in range(self.numDims):
                        # compute intersection i
                        if i == idim:
                            gpi.set(i, int(llevel), int(lindex))
                        else:
                            gpi.set(i, levels[i], indices[i])

                        # compute intersection j
                        if i == jdim:
                            gpj.set(i, int(rlevel), int(rindex))
                        else:
                            gpj.set(i, levels[i], indices[i])

                    # compute inner intersection
                    levelInner, indexInner = self.findInnerIntersection(
                        gpi, gpj)
                    for i in range(self.numDims):
                        gpInnerIntersection.set(i, levelInner[i],
                                                indexInner[i])

                    if gs.isContaining(gpj):
                        localMaxLevels[idim] = max(
                            localMaxLevels[idim],
                            self.getMaxLevelOfChildrenUpToMaxLevel(
                                gpj, grid, idim))
                    if gs.isContaining(gpi):
                        localMaxLevels[jdim] = max(
                            localMaxLevels[jdim],
                            self.getMaxLevelOfChildrenUpToMaxLevel(
                                gpi, grid, jdim))
                    if gs.isContaining(gpInnerIntersection):
                        xdim = np.array([
                            i for i in range(self.numDims)
                            if i != idim and i != jdim
                        ],
                                        dtype="int")
                        for i in xdim:
                            localMaxLevels[i] = max(
                                localMaxLevels[i],
                                self.getMaxLevelOfChildrenUpToMaxLevel(
                                    gpInnerIntersection, grid, i))

                    # plot result
                    if False and self.plot:
                        levelouter, indexouter = self.findOuterIntersection(
                            gpi, gpj)
                        fig = plt.figure()
                        plotGrid2d(grid)

                        plt.plot(gpi.getCoord(0),
                                 gpi.getCoord(1),
                                 "v",
                                 color="orange")
                        plt.plot(gpj.getCoord(0),
                                 gpj.getCoord(1),
                                 "v",
                                 color="orange")
                        plt.plot(gpInnerIntersection.getCoord(0),
                                 gpInnerIntersection.getCoord(1),
                                 "v ",
                                 color="red")
                        plt.plot(2**-levelouter[0] * indexouter[0],
                                 2**-levelouter[1] * indexouter[1],
                                 "o ",
                                 color="yellow")
                        plt.xlim(0, 1)
                        plt.ylim(0, 1)
                        plt.title(localMaxLevels)
                        fig.show()

        if False and self.plot:
            plt.show()

        return localMaxLevels + 1