diff --git a/examples/seismic/tutorials/16_variable_z_topography.ipynb b/examples/seismic/tutorials/16_variable_z_topography.ipynb index 445cf61fa8..2a64c0b9c5 100644 --- a/examples/seismic/tutorials/16_variable_z_topography.ipynb +++ b/examples/seismic/tutorials/16_variable_z_topography.ipynb @@ -62,7 +62,7 @@ " \n", " if lambdify:\n", " params = [x, z, xM, xm, zb, zm, zetaM, zetam, h]\n", - " sp.lambdify(params, funcs.append(poly)) # No derivs taken\n", + " funcs.append(sp.lambdify(params, poly)) # No derivs taken\n", " for i in range(1, 3): # Derivs\n", " funcs.append(sp.lambdify(params, sp.diff(poly, x, i)))\n", " funcs.append(sp.lambdify(params, sp.diff(poly, z, i)))\n", @@ -121,43 +121,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", + "image/png": 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\n", 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" ] @@ -192,9 +156,6 @@ "x_vals = np.linspace(x_m, x_M, grid.shape[0])\n", "zeta_vals = np.linspace(zeta_m, zeta_M, grid.shape[1])\n", "surface_z = z_s(x_vals, x_M, x_m, z_b, h)\n", - "# surface_z = z_s(x_vals, h, x_M, x_m, z_M, z_m)\n", - "# Test making surface flat -> should result in normal mapping\n", - "# surface_z = np.full(grid.shape[0], 500)\n", "plt.plot(x_vals, surface_z)\n", "plt.show()\n", "\n", @@ -207,8 +168,6 @@ "\n", "# Z doesn't really matter here, so set to baseline value\n", "zeta_dz.data[:] = zeta_dz1(x_vals, z_b, x_M, x_m, z_b, z_m, zeta_M, zeta_m, h)\n", - "plt.plot(x_vals, zeta_dz.data**2)\n", - "plt.show()\n", "\n", "# Make an x-zeta meshgrid (for precalculating values)\n", "x_msh, zeta_msh = np.meshgrid(x_vals, zeta_vals)\n", @@ -220,20 +179,17 @@ "zeta_dx = Function(name='zeta_dx', grid=grid)\n", "# Transpose makes meshgrid match Devito indexing convention\n", "zeta_dx.data[:] = zeta_dx1(x_msh.T, z_msh.T, x_M, x_m, z_b, z_m, zeta_M, zeta_m, h)\n", - "plt.imshow(zeta_dx.data.T, origin='lower')\n", - "plt.colorbar()\n", - "plt.show()\n", "\n", "# dzeta2/dx2\n", "zeta_dxx = Function(name='zeta_dxx', grid=grid)\n", "zeta_dxx.data[:] = zeta_dx2(x_msh.T, z_msh.T, x_M, x_m, z_b, z_m, zeta_M, zeta_m, h)\n", - "plt.imshow(zeta_dxx.data.T, origin='lower')\n", - "plt.colorbar()\n", - "plt.show()\n", "\n", "\n", "# Make a plot showing zeta horizons in x-z space\n", "cells = 20\n", + "plt.figure()\n", + "ax = plt.gca()\n", + "ax.set_aspect('equal')\n", "# Plot the x lines\n", "plt.plot(x_msh[:, ::grid.shape[0]//cells], z_msh[:, ::grid.shape[1]//cells], 'k')\n", "# Plot the zeta horizons\n", @@ -336,9 +292,9 @@ "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.008579000000000026, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.008717000000000013, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=5.999999999999999e-06, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=6.999999999999999e-06, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 6, @@ -410,7 +366,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [