{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Mesh\n",
    "* read mesh file\n",
    "* plot mesh \n",
    "* convert to shapely\n",
    "* check if point is inside or outside mesh\n",
    "* subset mesh, plot subset\n",
    "* change z values\n",
    "* change boundary codes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "import mikeio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Mesh>\n",
       "number of nodes: 399\n",
       "number of elements: 654\n",
       "projection: UTM-33"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "msh = mikeio.Mesh(\"../tests/testdata/odense_rough.mesh\")\n",
    "msh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "msh.plot()\n",
    "msh.plot.boundary_nodes(boundary_names=[\"Land\", \"Open boundary\"]);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Convert mesh to shapely\n",
    "Convert mesh to [shapely](https://shapely.readthedocs.io/en/latest/manual.html) MultiPolygon object, requires that the `shapely` library is installed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      ],
      "text/plain": [
       "<MULTIPOLYGON (((216684.622 6157771.834, 216427.002 6157497.909, 216833.036 ...>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mp = msh.to_shapely()\n",
    "mp"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now a lot of methods are available"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "68931409.58160606"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mp.area"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(211068.501175313, 6153077.66681803, 224171.617336507, 6164499.42751662)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mp.bounds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<POLYGON ((211198.224 6153768.391, 211426.993 6154493.061, 211598.118 615518...>"
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     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "domain = mp.buffer(0)\n",
    "domain"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
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      ],
      "text/plain": [
       "<POLYGON ((211426.993 6154493.061, 211598.118 6155186.194, 211560.067 615568...>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "open_water = domain.buffer(-500)\n",
    "\n",
    "coastalzone = domain - open_water\n",
    "coastalzone"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Find if points are inside the domain"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True\n",
      "False\n"
     ]
    }
   ],
   "source": [
    "from shapely.geometry import Point\n",
    "\n",
    "p1 = Point(216000, 6162000)\n",
    "p2 = Point(220000, 6156000)\n",
    "print(mp.contains(p1))\n",
    "print(mp.contains(p2))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Check if a mesh contains points "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ True, False])"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p1p2 = [(216000, 6162000), (220000, 6156000)]\n",
    "msh.geometry.contains(p1p2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = msh.plot()\n",
    "ax.scatter(p1.x, p1.y, marker=\"*\", s=200, c=\"red\", label=\"inside\")\n",
    "ax.scatter(p2.x, p2.y, marker=\"+\", s=200, c=\"green\", label=\"outside\")\n",
    "ax.legend();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Change z values and boundary code\n",
    "Assume that we want to have a minimum depth of 2 meters and change the open boundary (code 2) to a closed one (code 1). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "max z before: -0.200000002980232\n",
      "max z after: -2.0\n"
     ]
    }
   ],
   "source": [
    "print(f\"max z before: {msh.node_coordinates[:,2].max()}\")\n",
    "zc = msh.node_coordinates[:, 2]\n",
    "zc[zc > -2] = -2\n",
    "msh.zn = zc\n",
    "print(f\"max z after: {msh.node_coordinates[:,2].max()}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "c = msh.geometry.codes\n",
    "c[c == 2] = 1\n",
    "msh.geometry.codes = c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n",
       "       1, 1, 0, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1,\n",
       "       0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n",
       "       0, 1, 0, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 0,\n",
       "       1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0,\n",
       "       1, 1, 0, 1, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 1, 0,\n",
       "       1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n",
       "       0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0,\n",
       "       1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0,\n",
       "       0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0], dtype=int32)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "msh.geometry.codes"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "mikeio",
   "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": "3.13.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}