{
"cells": [
{
"cell_type": "markdown",
"id": "5556432f",
"metadata": {},
"source": [
"# Tutorial 71: Time Curves"
]
},
{
"cell_type": "markdown",
"id": "8899e69a",
"metadata": {},
"source": [
"This example demonstrates how to ..."
]
},
{
"cell_type": "markdown",
"id": "e2d40c36",
"metadata": {},
"source": [
"# SIR 3S Installation"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "7fb5a07b",
"metadata": {},
"outputs": [],
"source": [
"SIR3S_SIRGRAF_DIR = r\"C:\\3S\\SIR 3S\\SirGraf-90-15-00-19_Quebec\""
]
},
{
"cell_type": "markdown",
"id": "d6773e12",
"metadata": {},
"source": [
"# Imports"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "2a62aead",
"metadata": {},
"outputs": [],
"source": [
"from sir3stoolkit.core import wrapper"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "687f2fa2-afee-4376-bd8f-5a53f288b772",
"metadata": {},
"outputs": [],
"source": [
"from sir3stoolkit.mantle import mantle"
]
},
{
"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": 4,
"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": 5,
"id": "60659f01",
"metadata": {},
"outputs": [],
"source": [
"import os"
]
},
{
"cell_type": "markdown",
"id": "c3ab6600-34d9-4bfc-a816-96385dff31b0",
"metadata": {},
"source": [
"..."
]
},
{
"cell_type": "markdown",
"id": "0352dd43",
"metadata": {},
"source": [
"# Initialization"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "7e40a5af",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Initialization complete\n"
]
}
],
"source": [
"s3s = mantle.Mantle_SIR3S_Model()"
]
},
{
"cell_type": "markdown",
"id": "2d0f6dc9",
"metadata": {},
"source": [
"# Open Model"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "c2f6ab2c",
"metadata": {},
"outputs": [],
"source": [
"dbFilePath=r\"C:\\Users\\aUsername\\3S\\PT3S\\PT3S\\Examples\\Example2.db3\""
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "efbe536c",
"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": "9435f1e9",
"metadata": {},
"source": [
"# Edit"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "ebecf527",
"metadata": {},
"outputs": [],
"source": [
"node_tks = [\"5471942051669438823\", \"5166327497394449628\", \"5667818255300782920\", \"5262999985134416180\"]"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "40c4d205",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2025-11-21 15:11:52,562] INFO in sir3stoolkit.mantle.dataframes: [results] Generating results dataframe for element type: ObjectTypes.Node\n",
"[2025-11-21 15:11:52,562] INFO in sir3stoolkit.mantle.dataframes: [Resolving Timestamps] No timestamps were given. Checking available simulation timestamps (SIR3S_Model.GetTimeStamps()).\n",
"[2025-11-21 15:11:52,621] INFO in sir3stoolkit.mantle.dataframes: [Resolving Timestamps] 601 simulation timestamp(s) are available.\n",
"[2025-11-21 15:11:52,693] INFO in sir3stoolkit.mantle.dataframes: [Resolving Timestamps] 601 valid timestamp(s) will be used.\n",
"[2025-11-21 15:11:52,697] INFO in sir3stoolkit.mantle.dataframes: [Resolving tks] Retrieved 635 element(s) of element type ObjectTypes.Node.\n",
"[2025-11-21 15:11:52,698] INFO in sir3stoolkit.mantle.dataframes: [Resolving tks] 4 tks remain after filering for given tks.\n",
"[2025-11-21 15:11:52,699] INFO in sir3stoolkit.mantle.dataframes: [results] Using 2 result properties.\n",
"[2025-11-21 15:11:52,802] INFO in sir3stoolkit.mantle.dataframes: [results] Retrieving result properties...\n",
"[2025-11-21 15:11:55,670] INFO in sir3stoolkit.mantle.dataframes: [results] Done. Shape: (601, 8)\n"
]
}
],
"source": [
"df_pipes_results = s3s.generate_element_results_dataframe(element_type=s3s.ObjectTypes.Node\n",
" ,tks=node_tks\n",
" ,properties=[\"QM\", \"PH\"]\n",
" ,timestamps=None # all available simulation timestamps will be used\n",
" )"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "ce1a9bbb",
"metadata": {},
"outputs": [
{
"data": {
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