{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Example 1b: Linear convection in 2D, revisited\n", "\n", "We will now revisit the first example of this tutorial with an example that is better suited to the numerical scheme used in Devito. As a reminder, the governing equation is:\n", "\n", "$$\\frac{\\partial u}{\\partial t}+c\\frac{\\partial u}{\\partial x} + c\\frac{\\partial u}{\\partial y} = 0$$\n", "\n", "We then discretized this using forward differences in time and backward differences in space:\n", "\n", "$$u_{i,j}^{n+1} = u_{i,j}^n-c \\frac{\\Delta t}{\\Delta x}(u_{i,j}^n-u_{i-1,j}^n)-c \\frac{\\Delta t}{\\Delta y}(u_{i,j}^n-u_{i,j-1}^n)$$\n", "\n", "In the previous example, the system was initialised with a hat function. As easy as this example seems, it actually highlights a few limitations of finite differences and related methods:\n", " - The governing equation above contains spatial derivatives ($\\frac{\\partial u}{\\partial x}$ and $\\frac{\\partial u}{\\partial y}$). The hat, with its sharp corners, is discontinuous and therefore non-smooth, meaning that the derivatives do not exist at the corners of the hat. This means that the governing equation has no solution in the strict sense for this problem. Mathematically, this problem can be overcome by introducing weak solutions, which still exist in the presence of discontinuities, as long as the problem is smooth almost everywhere. The Finite Volume (FV), Finite Element (FEM) and related schemes are based on this weak form.\n", " - The finite differences method only works well if finite differences are a good approximation of the derivatives. With the chosen discretization above, this requires that $\\frac{u_{i,j}^n-u_{i-1,j}^n}{\\Delta x} \\approx \\frac{\\partial u}{\\partial x}$ and $\\frac{u_{i,j}^n-u_{i,j-1}^n}{\\Delta y} \\approx \\frac{\\partial u}{\\partial y}$. This is the case for systems with a smooth solution if $\\Delta x$ and $\\Delta y$ are sufficiently small. But if the solution is non-smooth, as in this example, then we can't expect much regardless of the grid size.\n", " - First-order methods, such as the backward differences that we have used in this example, are known to create artificial diffusion. Higher-order schemes, such as central differences, avoid this problem. However, in the presence of discontinuities these methods introduce so-called spurious oscillations. These oscillations may even build up (grow infinitely) and cause the computation to diverge.\n", " - Discontinuities can appear by themselves for some equations (such as the Burgers equation that we discuss next), even if the initial condition is smooth. In CFD, discontinuities appear for example as shocks in the simulation of transonic flow. For this reason, numerical schemes that behave well in the presence of discontinuities have been a research subject for a long time. A thorough discussion is beyond the scope of this tutorial, but can be found in [R. LeVeque (1992): Numerical Methods for Conservation Laws, 2nd ed., Birkhäuser Verlag, pp. 8-13].\n", " \n", "In the remainder of this example, we will reproduce the results from the previous example, only this time with a smooth initial condition. This lets us observe Devito in a setting for which it is better equipped.\n", " " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [], "source": [ "from examples.cfd import plot_field, init_hat, init_smooth\n", "import numpy as np\n", "%matplotlib inline\n", "\n", "# Some variable declarations\n", "nx = 81\n", "ny = 81\n", "nt = 100\n", "c = 1.\n", "dx = 2. / (nx - 1)\n", "dy = 2. / (ny - 1)\n", "sigma = .2\n", "dt = sigma * dx" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us now initialise the field with an infinitely smooth bump, as given by [J.A. Krakos (2012): Unsteady Adjoint Analysis for Output Sensitivity\n", "and Mesh Adaptation, PhD thesis, p. 68] as $$\n", "f(r)=\n", "\\begin{cases}\n", "\\frac{1}{A}e^{-1/(r-r^2)} &\\text{ for } 0 < r < 1,\\\\\n", "0 &\\text{ else.}\n", "\\end{cases}\n", "$$\n", "We use this with $A=100$, and define the initial condition in two dimensions as $$u^0(x,y)=1+f\\left(\\frac{2}{3}x\\right)*f\\left(\\frac{2}{3}y\\right).$$" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# Create field and assign initial conditions\n", "u = np.empty((nx, ny))\n", "init_smooth(field=u, dx=dx, dy=dy)\n", "\n", "# Plot initial condition\n", "plot_field(u, zmax=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Solving this will move the bump again." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Repeat initialisation, so we can re-run the cell\n", "init_smooth(field=u, dx=dx, dy=dy)\n", "\n", "for n in range(nt + 1):\n", " # Copy previous result into a new buffer\n", " un = u.copy()\n", " \n", " # Update the new result with a 3-point stencil\n", " u[1:, 1:] = (un[1:, 1:] - (c * dt / dy * (un[1:, 1:] - un[1:, :-1])) -\n", " (c * dt / dx * (un[1:, 1:] - un[:-1, 1:])))\n", " \n", " # Apply boundary conditions. \n", " # Note: -1 here is the last index in the array, not the one at x=-1 or y=-1.\n", " u[0, :] = 1. # left\n", " u[-1, :] = 1. # right\n", " u[:, 0] = 1. # bottom\n", " u[:, -1] = 1. # top" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# A small sanity check for auto-testing\n", "assert (u[45:55, 45:55] > 1.8).all()\n", "u_ref = u.copy()\n", "\n", "plot_field(u, zmax=4.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hooray, the wave moved! It looks like the solver works much better for this example: The wave has not noticeably changed its shape." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Devito implementation\n", "Again, we can re-create this via a Devito operator. Let's fill the initial buffer with smooth data and look at it:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "from devito import Grid, TimeFunction\n", "\n", "grid = Grid(shape=(nx, ny), extent=(2., 2.))\n", "u = TimeFunction(name='u', grid=grid)\n", "init_smooth(field=u.data[0], dx=dx, dy=dy)\n", "\n", "plot_field(u.data[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We create again the discretized equation as shown below. Note that the equation is still the same, only the initial condition has changed." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eq(Derivative(u(t, x, y), x) + Derivative(u(t, x, y), y) + Derivative(u(t, x, y), t), 0)\n" ] } ], "source": [ "from devito import Eq\n", "\n", "eq = Eq(u.dt + c*u.dxl + c*u.dyl)\n", "\n", "print(eq)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "SymPy can re-organise this equation just like in the previous example." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " ⎛ ∂ ∂ u(t, x, y)⎞\n", "dt⋅⎜- ──(u(t, x, y)) - ──(u(t, x, y)) + ──────────⎟\n", " ⎝ ∂x ∂y dt ⎠\n" ] } ], "source": [ "from devito import solve \n", "from sympy import nsimplify, pprint\n", "\n", "stencil = solve(eq, u.forward)\n", "\n", "pprint(nsimplify(stencil))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now use this stencil expression to create an operator to apply to our data object:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "from devito import Operator\n", "\n", "# Reset our initial condition in both buffers.\n", "# This is required to avoid 0s propagating into\n", "# our solution, which has a background value of 1.\n", "init_smooth(field=u.data[0], dx=dx, dy=dy)\n", "init_smooth(field=u.data[1], dx=dx, dy=dy)\n", "\n", "# Apply boundary conditions.\n", "# Note that as the u.data method is from numpy, we can use the \n", "# -1 syntax to represent the last item in the array.\n", "u.data[:, 0, :] = 1.\n", "u.data[:, -1, :] = 1.\n", "u.data[:, :, 0] = 1.\n", "u.data[:, :, -1] = 1.\n", " \n", "# Create an Operator that updates the forward stencil\n", "# point in the interior subdomain only.\n", "op = Operator(Eq(u.forward, stencil, subdomain=grid.interior))\n", "\n", "# Apply the operator for a number of timesteps\n", "op(time=nt, dt=dt)\n", "\n", "plot_field(u.data[0])\n", "\n", "# Some small sanity checks for the testing framework\n", "assert (u.data[0, 45:55, 45:55] > 1.8).all()\n", "assert np.allclose(u.data[0], u_ref, rtol=3.e-2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, this looks just like the result from NumPy. Since this example is just like the one before, the low-level treatment of boundaries is also unchanged." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# Reset our data field and ICs in both buffers\n", "init_smooth(field=u.data[0], dx=dx, dy=dy)\n", "init_smooth(field=u.data[1], dx=dx, dy=dy)\n", "\n", "# For defining BCs, we generally to explicitly set rows/columns\n", "# in our field using an expression. We can use Devito's \"indexed\" \n", "# notation to do this. A u in this instance is a sympy function \n", "# we cannot use the numpy shortcut u[-1] to refer to the last location:\n", "x, y = grid.dimensions\n", "t = grid.stepping_dim\n", "bc_left = Eq(u[t + 1, 0, y], 1.)\n", "bc_right = Eq(u[t + 1, nx-1, y], 1.)\n", "bc_top = Eq(u[t + 1, x, ny-1], 1.)\n", "bc_bottom = Eq(u[t + 1, x, 0], 1.)\n", "\n", "# Now combine the BC expressions with the stencil to form operator.\n", "expressions = [Eq(u.forward, stencil, subdomain=grid.interior)]\n", "expressions += [bc_left, bc_right, bc_top, bc_bottom]\n", "op = Operator(expressions=expressions, opt=None, openmp=False) # <-- Turn off performance optimisations\n", "op(time=nt, dt=dt)\n", "\n", "plot_field(u.data[0])\n", "\n", "# Some small sanity checks for the testing framework\n", "assert (u.data[0, 45:55, 45:55] > 1.8).all()\n", "assert np.allclose(u.data[0], u_ref, rtol=3.e-2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The C code of the Kernel is also still the same." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#define _POSIX_C_SOURCE 200809L\n", "#define START(S) struct timeval start_ ## S , end_ ## S ; gettimeofday(&start_ ## S , NULL);\n", "#define STOP(S,T) gettimeofday(&end_ ## S, NULL); T->S += (double)(end_ ## S .tv_sec-start_ ## S.tv_sec)+(double)(end_ ## S .tv_usec-start_ ## S .tv_usec)/1000000;\n", "\n", "#include \"stdlib.h\"\n", "#include \"math.h\"\n", "#include \"sys/time.h\"\n", "\n", "struct dataobj\n", "{\n", " void *restrict data;\n", " unsigned long * size;\n", " unsigned long * npsize;\n", " unsigned long * dsize;\n", " int * hsize;\n", " int * hofs;\n", " int * oofs;\n", " void * dmap;\n", "} ;\n", "\n", "struct profiler\n", "{\n", " double section0;\n", " double section1;\n", " double section2;\n", "} ;\n", "\n", "\n", "int Kernel(struct dataobj *restrict u_vec, const float dt, const float h_x, const float h_y, const int i0x_ltkn, const int i0x_rtkn, const int i0y_ltkn, const int i0y_rtkn, const int time_M, const int time_m, const int x_M, const int x_m, const int y_M, const int y_m, struct profiler * timers)\n", "{\n", " float (*restrict u)[u_vec->size[1]][u_vec->size[2]] __attribute__ ((aligned (64))) = (float (*)[u_vec->size[1]][u_vec->size[2]]) u_vec->data;\n", "\n", " for (int time = time_m, t0 = (time)%(2), t1 = (time + 1)%(2); time <= time_M; time += 1, t0 = (time)%(2), t1 = (time + 1)%(2))\n", " {\n", " START(section0)\n", " for (int x = i0x_ltkn + x_m; x <= -i0x_rtkn + x_M; x += 1)\n", " {\n", " for (int y = i0y_ltkn + y_m; y <= -i0y_rtkn + y_M; y += 1)\n", " {\n", " u[t1][x + 1][y + 1] = dt*(-(-u[t0][x][y + 1]/h_x + u[t0][x + 1][y + 1]/h_x) - (-u[t0][x + 1][y]/h_y + u[t0][x + 1][y + 1]/h_y) + u[t0][x + 1][y + 1]/dt);\n", " }\n", " }\n", " STOP(section0,timers)\n", "\n", " START(section1)\n", " for (int y = y_m; y <= y_M; y += 1)\n", " {\n", " u[t1][1][y + 1] = 1.00000000000000F;\n", "\n", " u[t1][81][y + 1] = 1.00000000000000F;\n", " }\n", " STOP(section1,timers)\n", "\n", " START(section2)\n", " for (int x = x_m; x <= x_M; x += 1)\n", " {\n", " u[t1][x + 1][81] = 1.00000000000000F;\n", "\n", " u[t1][x + 1][1] = 1.00000000000000F;\n", " }\n", " STOP(section2,timers)\n", " }\n", "\n", " return 0;\n", "}\n", "\n" ] } ], "source": [ "print(op.ccode)" ] } ], "metadata": { "@webio": { "lastCommId": null, "lastKernelId": null }, "hide_input": false, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "widgets": { "state": {}, "version": "1.1.2" } }, "nbformat": 4, "nbformat_minor": 4 }