{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "5556432f",
   "metadata": {},
   "source": [
    "# Tutorial 61: nx-Graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8899e69a",
   "metadata": {},
   "source": [
    "This example demonstrates how to use the SIR_3S_to_nx_graph() of the SIR 3S Toolkit to generate a nx-Graph based on a SIR 3S model."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2d40c36",
   "metadata": {},
   "source": [
    "# SIR 3S Installation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7fb5a07b",
   "metadata": {},
   "outputs": [],
   "source": [
    "SIR3S_SIRGRAF_DIR = r\"C:\\3S\\SIR 3S\\SirGraf-90-15-00-24_Quebec-Upd2\" #change to local path"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6773e12",
   "metadata": {},
   "source": [
    "# Imports"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5df051cd-7055-4f93-bccb-d5607cfa81ab",
   "metadata": {},
   "source": [
    "Note: The SIR 3S Toolkit requires the Sir3S_Toolkit.dll included in SIR 3S installations (version Quebec and higher)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f0fd9fd1-aefa-49ba-a485-88b62151c7c9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sir3stoolkit"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d5ba164-aec8-4592-8c0a-798b4f4baa7c",
   "metadata": {},
   "source": [
    "The core of sir3stoolkit is a Python wrapper around basic functionality of SIR 3S, offering a low-level access to the creation, modification and simulation of SIR 3S models. In the future pure python subpackages may be added."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "687f2fa2-afee-4376-bd8f-5a53f288b772",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sir3stoolkit.core import wrapper"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "76799a75",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sir3stoolkit.mantle.alternative_models import SIR3S_Model_Alternative_Models"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e75e19c1-3677-44e1-88de-af12a287e8a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'sir3stoolkit' from 'C:\\\\Users\\\\aUsername\\\\3S\\\\sir3stoolkit\\\\src\\\\sir3stoolkit\\\\__init__.py'>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sir3stoolkit"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5cdb23ce-d1bb-4f8c-a800-fb8c026e9266",
   "metadata": {},
   "source": [
    "The wrapper package has to be initialized with reference to a SIR 3S (SirGraf) installation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ee4bc044",
   "metadata": {},
   "outputs": [],
   "source": [
    "wrapper.Initialize_Toolkit(SIR3S_SIRGRAF_DIR)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2007993a",
   "metadata": {},
   "source": [
    "### Additional imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "60659f01",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt\n",
    "import logging"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0352dd43",
   "metadata": {},
   "source": [
    "# Initialization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "7e40a5af",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Initialization complete\n"
     ]
    }
   ],
   "source": [
    "s3s = SIR3S_Model_Alternative_Models()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "023afcad",
   "metadata": {},
   "source": [
    "# Open Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "baeeb52e",
   "metadata": {},
   "outputs": [],
   "source": [
    "dbFilePath=r\"Toolkit_Tutorial61_Model.db3\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "04449446",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model is open for further operation\n"
     ]
    }
   ],
   "source": [
    "s3s.OpenModel(dbName=dbFilePath,\n",
    "              providerType=s3s.ProviderTypes.SQLite,\n",
    "              Mid=\"M-1-0-1\",\n",
    "              saveCurrentlyOpenModel=False,\n",
    "              namedInstance=\"\",\n",
    "              userID=\"\",\n",
    "              password=\"\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4444876f",
   "metadata": {},
   "source": [
    "# Calculate Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "77b9bb65",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model Calculation is complete\n"
     ]
    }
   ],
   "source": [
    "s3s.ExecCalculation(True) # To ensure result data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9bbf93a6",
   "metadata": {},
   "source": [
    "# Generate nx Graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2b4b6cb5",
   "metadata": {},
   "source": [
    "We can use the [SIR_3S_to_nx_graph()](https://3sconsult.github.io/sir3stoolkit/references/sir3stoolkit.mantle.html#sir3stoolkit.mantle.alternative_models.Alternative_Models_SIR3S_Model.SIR_3S_to_nx_graph) method to create a nx graph representing a SIR 3S model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "4d0072bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "logging.disable(logging.INFO)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "81abb1bb",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2026-03-03 15:39:44,114] WARNING in sir3stoolkit.mantle.dataframes: [model_data] Spatial Reference Identifier (SRID) not defined in model. DataFrame cannot be transformed to GeoDataFrame but geometry column can be created independently of SRID. Returning regular DataFrame with a geometry column.\n",
      "[2026-03-03 15:39:44,744] WARNING in sir3stoolkit.mantle.dataframes: [model_data] Spatial Reference Identifier (SRID) not defined in model. DataFrame cannot be transformed to GeoDataFrame but geometry column can be created independently of SRID. Returning regular DataFrame with a geometry column.\n",
      "[2026-03-03 15:39:45,352] WARNING in sir3stoolkit.mantle.dataframes: [model_data] Spatial Reference Identifier (SRID) not defined in model. DataFrame cannot be transformed to GeoDataFrame but geometry column can be created independently of SRID. Returning regular DataFrame with a geometry column.\n",
      "[2026-03-03 15:39:45,367] WARNING in sir3stoolkit.mantle.dataframes: [model_data] Spatial Reference Identifier (SRID) not defined in model. DataFrame cannot be transformed to GeoDataFrame but geometry column can be created independently of SRID. Returning regular DataFrame with a geometry column.\n",
      "[2026-03-03 15:39:45,393] WARNING in sir3stoolkit.mantle.dataframes: [model_data] Spatial Reference Identifier (SRID) not defined in model. DataFrame cannot be transformed to GeoDataFrame but geometry column can be created independently of SRID. Returning regular DataFrame with a geometry column.\n",
      "[2026-03-03 15:39:45,525] WARNING in sir3stoolkit.mantle.dataframes: [model_data] Spatial Reference Identifier (SRID) not defined in model. DataFrame cannot be transformed to GeoDataFrame but geometry column can be created independently of SRID. Returning regular DataFrame with a geometry column.\n",
      "[2026-03-03 15:39:45,644] WARNING in sir3stoolkit.mantle.dataframes: [model_data] Spatial Reference Identifier (SRID) not defined in model. DataFrame cannot be transformed to GeoDataFrame but geometry column can be created independently of SRID. Returning regular DataFrame with a geometry column.\n",
      "[2026-03-03 15:39:45,660] WARNING in sir3stoolkit.mantle.dataframes: [model_data] Spatial Reference Identifier (SRID) not defined in model. DataFrame cannot be transformed to GeoDataFrame but geometry column can be created independently of SRID. Returning regular DataFrame with a geometry column.\n"
     ]
    }
   ],
   "source": [
    "G=s3s.SIR_3S_to_nx_graph()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "21a114e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "logging.disable(logging.NOTSET)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f8a20e5",
   "metadata": {},
   "source": [
    "# View generated Graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "df1cda8c",
   "metadata": {},
   "source": [
    "As you can see below the graph does not contain any additional properties or result values. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0e13feea",
   "metadata": {},
   "source": [
    "## Node and Edge Attributes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "a7c1a6dc",
   "metadata": {},
   "outputs": [],
   "source": [
    "node_attrs = {n: data for n, data in G.nodes(data=True)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "62ffb688",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'tk': 4680103632661687203,\n",
       " 'Fkcont': 5478326535335532120,\n",
       " 'geometry': <POINT (55176.324 98780.495)>}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "node_attrs[4680103632661687203]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "70f5aa71",
   "metadata": {},
   "outputs": [],
   "source": [
    "edge_attrs = {(u, v): data for u, v, data in G.edges(data=True)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "9c26eea9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5478326535335532120"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edge_attrs[(4680103632661687203, 5432609004919372061)]['Fkcont']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9fb0c36",
   "metadata": {},
   "source": [
    "## Connected ?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "a39106c7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nx.is_weakly_connected(G) # Is connected as an undirected graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aed92f2e",
   "metadata": {},
   "source": [
    "## Plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "895722e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_nx_graph(G, main_container):\n",
    "    # Extract node positions from geometry and filter by Fkcont\n",
    "    pos = {\n",
    "        node_id: (data['geometry'].x, data['geometry'].y)\n",
    "        for node_id, data in G.nodes(data=True)\n",
    "        if 'geometry' in data and hasattr(data['geometry'], 'x') and hasattr(data['geometry'], 'y')\n",
    "        and data.get('Fkcont') == main_container\n",
    "    }\n",
    "\n",
    "    # Extract edges with valid geometry and both nodes in pos\n",
    "    edges = [\n",
    "        (u, v, data) for u, v, data in G.edges(data=True)\n",
    "        if u in pos and v in pos and 'geometry' in data and data['geometry'].geom_type != 'Point'\n",
    "    ]\n",
    "\n",
    "    # Plot\n",
    "    plt.figure(figsize=(20, 14))\n",
    "    for _, _, data in edges:\n",
    "        geom = data['geometry']\n",
    "        x, y = geom.xy\n",
    "        plt.plot(x, y, color='black', linewidth=1)\n",
    "\n",
    "    # Only draw nodes that have positions\n",
    "    nx.draw_networkx_nodes(G, pos=pos, nodelist=list(pos.keys()), node_color='black', node_size=10)\n",
    "    plt.title(f\"nx-Graph'{main_container}'\")\n",
    "    plt.axis('equal')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "fa5ff2d8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x1400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_nx_graph(G, int(s3s.GetMainContainer()[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae480d95",
   "metadata": {},
   "source": [
    "# Add properities to graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c232f1c",
   "metadata": {},
   "source": [
    "Now, we can model data properties and result properties to the nodes and edges."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "22a6126a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2026-03-03 15:39:47,676] INFO in sir3stoolkit.mantle.alternative_models: [graph] Enriching graph with properties for element_type='Node'\n",
      "[2026-03-03 15:39:47,677] INFO in sir3stoolkit.mantle.alternative_models: [graph] Using 1 model_data props and 2 result props.\n",
      "[2026-03-03 15:39:47,681] INFO in sir3stoolkit.mantle.dataframes: [model_data] Generating model_data dataframe for element type: ObjectTypes.Node\n",
      "[2026-03-03 15:39:47,684] INFO in sir3stoolkit.mantle.dataframes: [model_data] Retrieved 1559 element(s) of element type ObjectTypes.Node.\n",
      "[2026-03-03 15:39:47,685] INFO in sir3stoolkit.mantle.dataframes: [Resolving model_data Properties] Using 1 model_data properties.\n",
      "[2026-03-03 15:39:47,686] INFO in sir3stoolkit.mantle.dataframes: [model_data] Retrieving model_data properties ['Kvr']...\n",
      "[2026-03-03 15:39:47,746] INFO in sir3stoolkit.mantle.dataframes: [model_data] Done. Shape: (1559, 2)\n",
      "[2026-03-03 15:39:47,954] INFO in sir3stoolkit.mantle.dataframes: [results] Generating results dataframe for element type: ObjectTypes.Node\n",
      "[2026-03-03 15:39:48,199] INFO in sir3stoolkit.mantle.dataframes: [Resolving Timestamps] Only static timestamp 2025-09-24 00:00:00.000 +02:00 is used\n",
      "[2026-03-03 15:39:48,199] INFO in sir3stoolkit.mantle.dataframes: [Resolving Timestamps] 1 valid timestamp(s) will be used.\n",
      "[2026-03-03 15:39:48,202] INFO in sir3stoolkit.mantle.dataframes: [Resolving tks] Retrieved 1559 element(s) of element type ObjectTypes.Node.\n",
      "[2026-03-03 15:39:48,205] INFO in sir3stoolkit.mantle.dataframes: [results] Using 2 result properties.\n",
      "[2026-03-03 15:39:48,257] INFO in sir3stoolkit.mantle.dataframes: [results] Retrieving result values...\n",
      "[2026-03-03 15:39:48,769] INFO in sir3stoolkit.mantle.dataframes: [results] 0 fully NaN columns dropped.\n",
      "[2026-03-03 15:39:48,905] INFO in sir3stoolkit.mantle.dataframes: [results] Done. Shape: (1, 3118)\n",
      "[2026-03-03 15:39:48,916] DEBUG in sir3stoolkit.mantle.alternative_models: Index(['tk', 'Kvr', 'BCIND', 'T'], dtype='object')\n",
      "[2026-03-03 15:39:48,942] INFO in sir3stoolkit.mantle.alternative_models: [graph] Enrichment summary for element_type='Node': nodes_updated=1559; edges_updated=0; cols_added=['Kvr', 'T', 'BCIND']\n"
     ]
    }
   ],
   "source": [
    "props_to_add = [\"Kvr\", \"T\", \"BCIND\"]  \n",
    "G = s3s.add_properties_to_graph(\n",
    "    G=G,\n",
    "    element_type=\"Node\",\n",
    "    properties=props_to_add,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "1316ccf6",
   "metadata": {},
   "outputs": [],
   "source": [
    "node_attrs = {n: data for n, data in G.nodes(data=True)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "310d8ac5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'tk': 4680103632661687203,\n",
       " 'Fkcont': 5478326535335532120,\n",
       " 'geometry': <POINT (55176.324 98780.495)>,\n",
       " 'Kvr': 1,\n",
       " 'T': 125.0028,\n",
       " 'BCIND': 17.0}"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "node_attrs[4680103632661687203]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "daa668be",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2026-03-03 15:39:48,988] INFO in sir3stoolkit.mantle.alternative_models: [graph] Enriching graph with properties for element_type='Pipe'\n",
      "[2026-03-03 15:39:48,993] INFO in sir3stoolkit.mantle.alternative_models: [graph] Using 2 model_data props and 2 result props.\n",
      "[2026-03-03 15:39:48,998] INFO in sir3stoolkit.mantle.dataframes: [model_data] Generating model_data dataframe for element type: ObjectTypes.Pipe\n",
      "[2026-03-03 15:39:49,002] INFO in sir3stoolkit.mantle.dataframes: [model_data] Retrieved 1672 element(s) of element type ObjectTypes.Pipe.\n",
      "[2026-03-03 15:39:49,005] INFO in sir3stoolkit.mantle.dataframes: [Resolving model_data Properties] Using 2 model_data properties.\n",
      "[2026-03-03 15:39:49,005] INFO in sir3stoolkit.mantle.dataframes: [model_data] Retrieving model_data properties ['DN', 'L']...\n",
      "[2026-03-03 15:39:49,372] INFO in sir3stoolkit.mantle.dataframes: [model_data] Done. Shape: (1672, 3)\n",
      "[2026-03-03 15:39:49,706] INFO in sir3stoolkit.mantle.dataframes: [results] Generating results dataframe for element type: ObjectTypes.Pipe\n",
      "[2026-03-03 15:39:50,139] INFO in sir3stoolkit.mantle.dataframes: [Resolving Timestamps] Only static timestamp 2025-09-24 00:00:00.000 +02:00 is used\n",
      "[2026-03-03 15:39:50,141] INFO in sir3stoolkit.mantle.dataframes: [Resolving Timestamps] 1 valid timestamp(s) will be used.\n",
      "[2026-03-03 15:39:50,146] INFO in sir3stoolkit.mantle.dataframes: [Resolving tks] Retrieved 1672 element(s) of element type ObjectTypes.Pipe.\n",
      "[2026-03-03 15:39:50,146] INFO in sir3stoolkit.mantle.dataframes: [results] Using 2 result properties.\n",
      "[2026-03-03 15:39:50,224] INFO in sir3stoolkit.mantle.dataframes: [results] Retrieving result values...\n",
      "[2026-03-03 15:39:50,922] INFO in sir3stoolkit.mantle.dataframes: [results] 0 fully NaN columns dropped.\n",
      "[2026-03-03 15:39:51,574] INFO in sir3stoolkit.mantle.dataframes: [results] Done. Shape: (1, 3344)\n",
      "[2026-03-03 15:39:51,586] DEBUG in sir3stoolkit.mantle.alternative_models: Index(['tk', 'DN', 'L', 'JV', 'PHR'], dtype='object')\n",
      "[2026-03-03 15:39:51,605] INFO in sir3stoolkit.mantle.alternative_models: [graph] Enrichment summary for element_type='Pipe': nodes_updated=0; edges_updated=1672; cols_added=['DN', 'L', 'JV', 'PHR']\n"
     ]
    }
   ],
   "source": [
    "props_to_add = [\"DN\", \"L\", \"JV\", \"PHR\"]  \n",
    "G = s3s.add_properties_to_graph(\n",
    "    G=G,\n",
    "    element_type=\"Pipe\",\n",
    "    properties=props_to_add,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "68a7fbdb",
   "metadata": {},
   "outputs": [],
   "source": [
    "edge_attrs = {(u, v): data for u, v, data in G.edges(data=True)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "c9f048b4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'tk': 5460759352148475007,\n",
       " 'Fkcont': 5478326535335532120,\n",
       " 'geometry': <LINESTRING (55176.324 98780.495, 55231.478 98824.335)>,\n",
       " 'fkKI': 4680103632661687203,\n",
       " 'fkKK': 5432609004919372061,\n",
       " 'element type': 'Pipe',\n",
       " 'DN': 125,\n",
       " 'L': 75.0,\n",
       " 'JV': 0.04942977,\n",
       " 'PHR': 0.003707233}"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edge_attrs[(4680103632661687203, 5432609004919372061)]"
   ]
  }
 ],
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