From ca1eae6bc0a2e21663708aba4fe7d589938b63df Mon Sep 17 00:00:00 2001
From: Alexander Reinauer <areinauer@icp.uni-stuttgart.de>
Date: Fri, 15 Oct 2021 12:07:51 +0200
Subject: [PATCH] doc: fixed 08_notebook

---
 .../08_tutorial_shanchen_twophase.ipynb       | 24 +++++++++++++++----
 1 file changed, 20 insertions(+), 4 deletions(-)

diff --git a/doc/notebooks/08_tutorial_shanchen_twophase.ipynb b/doc/notebooks/08_tutorial_shanchen_twophase.ipynb
index a5b4ee7a..6df4b457 100644
--- a/doc/notebooks/08_tutorial_shanchen_twophase.ipynb
+++ b/doc/notebooks/08_tutorial_shanchen_twophase.ipynb
@@ -69,7 +69,10 @@
     "src = dh.add_array('src', values_per_cell=len(stencil))\n",
     "dst = dh.add_array_like('dst', 'src')\n",
     "\n",
-    "ρ = dh.add_array('rho')"
+    "ρ = dh.add_array('rho')\n",
+    "ρ_temp = dh.add_array_like('rho_temp', ρ.name)\n",
+    "\n",
+    "u = dh.add_array('u', values_per_cell=dim)"
    ]
   },
   {
@@ -130,7 +133,8 @@
     "collision = create_lb_update_rule(lbm_config=lbm_config,\n",
     "                                  optimization={'symbolic_field': src})\n",
     "\n",
-    "stream = create_stream_pull_with_output_kernel(collision.method, src, dst, {'density': ρ})\n",
+    "stream = create_stream_pull_with_output_kernel(collision.method, src, dst, {'density': ρ_temp,\n",
+    "                                                                            'velocity': u})\n",
     "\n",
     "\n",
     "opts = {'cpu_openmp': False, \n",
@@ -204,6 +208,7 @@
     "        dh.run_kernel(stream_kernel)\n",
     "        \n",
     "        dh.swap(src.name, dst.name)\n",
+    "        dh.swap(ρ.name, ρ_temp.name)\n",
     "    dh.all_to_cpu()"
    ]
   },
@@ -235,7 +240,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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       "text/plain": [
        "<Figure size 3200x1200 with 2 Axes>"
       ]
@@ -293,7 +298,7 @@
    "outputs": [
     {
      "data": {
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       "text/plain": [
        "<Figure size 3200x1200 with 2 Axes>"
       ]
@@ -309,6 +314,17 @@
     "time_loop(1000)\n",
     "plot_ρs()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "np.testing.assert_array_less(\n",
+    "    np.sum(dh.gather_array(u.name) * dh.gather_array(ρ.name)[..., np.newaxis], axis=tuple(range(dim))),\n",
+    "    5e-13)"
+   ]
   }
  ],
  "metadata": {
-- 
GitLab