{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1d63bc40",
   "metadata": {},
   "source": [
    "# Converting to PyG graphs\n",
    "\n",
    "Again, start from a `PyVista` dataset:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "e0f0e7bc",
   "metadata": {
    "tags": [
     "hide-cell"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The autoreload extension is already loaded. To reload it, use:\n",
      "  %reload_ext autoreload\n"
     ]
    }
   ],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "5af7e4db",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loaded 2 samples from '/Users/ole/Documents/software/flow_field_dataset/docs/usage/datasets/pyvista'.\n",
      "Loaded 2 samples from 'datasets/pyvista'.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[0m\u001b[33m2025-06-09 07:10:06.424 ( 461.604s) [          760B75]      vtkCGNSReader.cxx:4267  WARN| vtkCGNSReader (0x3201dc720): Skipping BC_t node: BC_t type 'BCInflow' not supported yet.\u001b[0m\n",
      "\u001b[0m\u001b[33m2025-06-09 07:10:06.425 ( 461.605s) [          760B75]      vtkCGNSReader.cxx:4267  WARN| vtkCGNSReader (0x3201dc720): Skipping BC_t node: BC_t type 'BCSymmetryPlane' not supported yet.\u001b[0m\n",
      "\u001b[0m\u001b[33m2025-06-09 07:10:06.425 ( 461.605s) [          760B75]      vtkCGNSReader.cxx:4267  WARN| vtkCGNSReader (0x3201dc720): Skipping BC_t node: BC_t type 'BCTunnelOutflow' not supported yet.\u001b[0m\n"
     ]
    },
    {
     "data": {
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       "  <h4 style=\"margin-top:0; margin-bottom: 10px; color: #333;\">Design ID: 125002</h4>\n",
       "  <svg width=\"300\" height=\"200\" viewBox=\"-0.02500000000000001 -0.02500000000000001 0.5500000000000002 0.14999999999999997\" style=\"border:1px solid #ccc; background-color: #ffffff;\">\n",
       "    <defs>\n",
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       "        <title>Quader 1\\nTemp: 24.8\\nPos: (0.02, 0.07)\\nSize: (0.15, 0.05)</title>\n",
       "      </rect>\n",
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       "        <title>Quader 2\\nTemp: 72.1\\nPos: (0.08, 0.09)\\nSize: (0.14, 0.06)</title>\n",
       "      </rect>\n",
       "      <rect x=\"0.17784435799780887\" y=\"0.9952433770733221\" width=\"0.05244352457224315\" height=\"0.009513245853355834\" fill=\"#2ca02c\" fill-opacity=\"0.6\" stroke=\"#2ca02c\" stroke-opacity=\"0.9\" stroke-width=\"0.0012500000000000002\">\n",
       "        <title>Quader 3\\nTemp: 40.7\\nPos: (0.20, 1.00)\\nSize: (0.05, 0.01)</title>\n",
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       "        <title>Quader 4\\nTemp: 29.5\\nPos: (0.12, 0.03)\\nSize: (0.08, 0.01)</title>\n",
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       "        <title>Cylinder 1\\nTemp: 70.8\\nPos: (0.07, 1.00)\\nRadius: 0.00</title>\n",
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       "        <title>Cylinder 2\\nTemp: 79.8\\nPos: (0.11, 1.00)\\nRadius: 0.01</title>\n",
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       "    </g>\n",
       "  </svg>\n",
       "  <p style=\"font-size: 0.8em; color: #666; margin-top: 8px; margin-bottom: 0;\">Bounding Box (xmin, xmax, ymin, ymax): (-0.00, 0.50, 0.00, 0.10)</p>\n",
       "</div>"
      ],
      "text/plain": [
       "<cooldata.pyvista_flow_field_dataset.PyvistaSample at 0x34b574890>"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from cooldata.pyvista_flow_field_dataset import PyvistaFlowFieldDataset\n",
    "\n",
    "ds_pv = PyvistaFlowFieldDataset.load_from_huggingface(\n",
    "    num_samples=2, data_dir=\"datasets/pyvista\"\n",
    ")\n",
    "ds_pv[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39140b9b",
   "metadata": {},
   "source": [
    "Now, let us convert the `PyVista` dataset to a `DGL` graph. This requires some computation, and is implemented in a parallelized way. Also, you need to install the `dgl` library (see [here](https://www.dgl.ai/pages/start.html))."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "0209e3c7",
   "metadata": {},
   "outputs": [],
   "source": [
    "from cooldata.pyg_flow_field_dataset import PyGSurfaceFlowFieldDataset\n",
    "\n",
    "ds_pyg_surface = PyGSurfaceFlowFieldDataset(\n",
    "    \"datasets/pyg_surface\", ds_pv, normalize=False\n",
    "\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dad0637c",
   "metadata": {},
   "source": [
    "Let us now explore what the graphs look like:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "cd9123c9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Data(edge_index=[2, 286210], Pressure=[35771], Temperature=[35771], pos=[35771, 3], ShearStress=[35771, 3], Normal=[35771, 3], CellArea=[35771], SurfaceType=[35771], BodyID=[35771], HeatTransferCoefficient=[35771], edge_attr=[286210, 3])"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_pyg_surface[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "29eb39f1",
   "metadata": {},
   "source": [
    "Again, we can visualize the graph:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "66e6cce3",
   "metadata": {
    "tags": [
     "hide-cell"
    ]
   },
   "outputs": [],
   "source": [
    "import pyvista as pv\n",
    "pv.set_jupyter_backend('static')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "87989b3c",
   "metadata": {},
   "outputs": [
    {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds_pyg_surface.plot_surface(ds_pyg_surface[0],\"Pressure\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a98b95d7",
   "metadata": {},
   "source": [
    "Now, let us normalize the data:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "000e319a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor(0.1086)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_pyg_surface[0][\"Pressure\"].mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "df166695",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor(0.3887)"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_pyg_surface.do_normalization = True\n",
    "ds_pyg_surface[0][\"Pressure\"].mean()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be3fe1e4",
   "metadata": {},
   "source": [
    "You can find a full training script [here](https://github.com/peteole/flow_field_dataset/blob/main/examples/meshgraphnet/train.ipynb).\n",
    "\n",
    "It is possible to use the volumetric data as a graph as well:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "d2782ebc",
   "metadata": {},
   "outputs": [],
   "source": [
    "from cooldata.pyg_flow_field_dataset import PyGVolumeFlowFieldDataset\n",
    "\n",
    "\n",
    "ds_pyg_volume = PyGVolumeFlowFieldDataset(\"datasets/pyg_volume\", ds_pv)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8c3f511",
   "metadata": {},
   "source": [
    "The graphs will have a significantly larger number of nodes and edges:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "0a4a8b95",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Data(edge_index=[2, 4550210], Pressure=[187194], Temperature=[187194], pos=[187194, 3], Velocity=[187194, 3], TurbulentDissipationRate=[187194], TurbulentKineticEnergy=[187194], Volume=[187194], edge_attr=[4550210, 3])"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_pyg_volume[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "95347327",
   "metadata": {},
   "source": [
    "Again, we can normalize the graph features:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "dafbf951",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(tensor(0.0291), tensor(0.7165))"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_pyg_volume[0][\"Pressure\"].mean(), ds_pyg_volume[0][\"Pressure\"].std(),"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "1568ad8f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(tensor(0.3601), tensor(0.3279))"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds_pyg_volume.normalize()\n",
    "ds_pyg_volume[0][\"Pressure\"].mean(),ds_pyg_volume[0][\"Pressure\"].std()"
   ]
  }
 ],
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