diff --git a/docs/source/compressible-rt-compare.ipynb b/docs/source/compressible-rt-compare.ipynb index e4649023c..dee17e95e 100644 --- a/docs/source/compressible-rt-compare.ipynb +++ b/docs/source/compressible-rt-compare.ipynb @@ -40,12 +40,12 @@ "id": "e450d5e9-6f7b-4232-8f29-6e9b70812f2d", "metadata": {}, "source": [ - "To start, let's just run with problem with the `compressible` solver and look at the default parameters" + "To start, let's just run with problem with the `compressible` solver and look at the default parameters with one change--we'll disable I/O" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "id": "bfce18f5-a7e7-4e41-b547-75e1948155e8", "metadata": {}, "outputs": [ @@ -77,7 +77,7 @@ "driver.verbose = 0\n", "eos.gamma = 1.4\n", "io.basename = rt_\n", - "io.do_io = 1\n", + "io.do_io = 0\n", "io.dt_out = 0.1\n", "io.n_out = 100\n", "mesh.grid_type = Cartesian2d\n", @@ -115,7 +115,7 @@ ], "source": [ "p = Pyro(\"compressible\")\n", - "p.initialize_problem(problem_name=\"rt\")\n", + "p.initialize_problem(\"rt\", inputs_dict={\"io.do_io\": 0})\n", "print(p)" ] }, @@ -137,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "id": "a3278d6b-81b6-4c17-a214-17840c162fbf", "metadata": {}, "outputs": [ @@ -192,7 +192,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "id": "2940380a-67f3-4dff-8bd8-af8079464d30", "metadata": {}, "outputs": [], @@ -211,7 +211,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "51f5f2d9-2e42-4257-aa1f-b7e6e4079393", "metadata": {}, "outputs": [], @@ -229,7 +229,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "78825cbd-1643-471b-b6fc-1efc77d833df", "metadata": {}, "outputs": [ @@ -264,12 +264,12 @@ "source": [ "Finally, we'll plot them. We'll just look at the density and put them all on the same set of axes.\n", "Since our data is stored as $\\rho(x, y)$, `imshow()` will want to put $x$ on the vertical axis, so\n", - "we transpose the data before plotting." + "we transpose the data before plotting. We also want to exclude the ghost cells, so we use `rho.v()`." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "id": "9afb841c-f08f-4554-8fcb-06939d0fa131", "metadata": {}, "outputs": [], @@ -280,7 +280,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "id": "e208db0e-267e-4499-85e8-1e9f915d2a51", "metadata": { "scrolled": true @@ -289,16 +289,16 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 12, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -315,7 +315,7 @@ "for ax, s, p in zip(grid, solvers, runs):\n", " rho = p.get_var(\"density\")\n", " g = p.get_grid()\n", - " im = ax.imshow(rho.T,\n", + " im = ax.imshow(rho.v().T,\n", " extent=[g.xmin, g.xmax, g.ymin, g.ymax],\n", " origin=\"lower\", vmin=0.9, vmax=2.1)\n", " ax.set_title(s, fontsize=\"small\")\n",