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{
"cells": [
{
"cell_type": "markdown",
"source": [
"Well use a GenericCascadeCase and we will load the example dataset, generated with OpenFOAM.\n",
"We don't necessarily need a complete dataset for postprocessing procedures."
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%% md\n"
}
}
},
{
"cell_type": "code",
"execution_count": 1,
"outputs": [],
"source": [
"from ntrfc.cascade_case.solution.generic import GenericCascadeCase\n",
"import pyvista as pv\n",
"\n",
"pv.set_jupyter_backend(\"static\")\n",
"\n",
"inlet_path = \"../data/openfoam_cascade_case/boundary/inlet.vtp\"\n",
"outlet_path = \"../data/openfoam_cascade_case/boundary/outlet.vtp\"\n",
"blade_path = \"../data/openfoam_cascade_case/boundary/blade_wall.vtp\"\n",
"fluid_path = \"../data/openfoam_cascade_case/internal.vtu\"\n",
"\n",
"case = GenericCascadeCase()\n",
"\n",
"case.read_inlet(inlet_path)\n",
"case.read_outlet(outlet_path)\n",
"case.read_fluid(fluid_path)\n"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
}
},
{
"cell_type": "code",
"execution_count": 2,
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/many/miniconda3/envs/NTRfC/lib/python3.10/site-packages/pyvista/core/filters/poly_data.py:2772: PyvistaFutureWarning: The default value of the ``capping`` keyword argument will change in a future version to ``True`` to match the behavior of VTK. We recommend passing the keyword explicitly to prevent future surprises.\n",
" warnings.warn(\n"
]
}
],
"source": [
"\n",
"case.set_active_blade_slice()\n",
"case.compute_domainparams_from(0.01)"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
}
},
{
"cell_type": "code",
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/many/miniconda3/envs/NTRfC/lib/python3.10/site-packages/pyvista/core/pointset.py:326: PyvistaDeprecationWarning: You did not specify a value for `inplace` and the default value will be changing to `False` in future versions for point-based meshes (e.g., `PolyData`). Please make sure you are not assuming this to be an inplace operation.\n",
" warnings.warn(DEFAULT_INPLACE_WARNING, PyvistaDeprecationWarning)\n"
]
},
"text/plain": "<Figure size 640x480 with 1 Axes>",
"image/png": 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\n"
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"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
}
},
{
"cell_type": "code",
"execution_count": null,
"outputs": [],
"source": [],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
}
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 0
}