{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Res1D - basic" ], "id": "e98d3d62-a816-4aac-893a-92354a3a3a40" }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import mikeio1d" ], "id": "9fbc6055" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Res1D" ], "id": "c9a57b6b-cecd-4b17-b7d9-f72fb1608be3" }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Start time: 1994-08-07 16:35:00\n", "End time: 1994-08-07 18:35:00\n", "# Timesteps: 110\n", "# Catchments: 0\n", "# Nodes: 119\n", "# Reaches: 118\n", "# Globals: 0\n", "0 - Water level (m)\n", "1 - Discharge (m^3/s)" ] } ], "source": [ "# Check contents\n", "res = mikeio1d.open(\"../data/network.res1d\")\n", "res.info()" ], "id": "5345da60" }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "\n", "
5 rows × 495 columns
\n", "" ] } } ], "source": [ "# Extract results to a pandas DataFrame\n", "df = res.read()\n", "df.head()" ], "id": "64409d9c" }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Reaches" ], "id": "7ea6ba03-6db1-462e-a50e-7d277f87c81c" }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<ResultReaches> (118)\n", " \n", "5 rows × 247 columns
\n", "" ] } } ], "source": [ "# Get reach water levels\n", "df_reaches = res.reaches.WaterLevel.read()\n", "df_reaches.head()" ], "id": "ebc02413" }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGeCAYAAAAzG70kAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90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\nr8ZksQEAAAAASUVORK5CYII=\n" } } ], "source": [ "# Plot water levels for a specific reach\n", "res.reaches['100l1'].WaterLevel.plot()" ], "id": "f62d0bc7" }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<Reach: 100l1>\n", " \n", "5 rows × 119 columns
\n", "" ] } } ], "source": [ "# Get node water levels\n", "df_nodes = res.nodes.WaterLevel.read()\n", "df_nodes.head()" ], "id": "6de3be9a" }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAGeCAYAAAAzG70kAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90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\n7IwFGBEREZGd/T+tRzwY2AZYsAAAAABJRU5ErkJggg==\n" } } ], "source": [ "# Plot water level of specific node\n", "res.nodes['1'].WaterLevel.plot()" ], "id": "b2af4ab7" }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<Manhole: 1>\n", " \n", "5 rows × 31 columns
\n", "" ] } } ], "source": [ "# Extract runoff to a pandas DataFrame\n", "df = res.catchments.TotalRunOff.read()\n", "df.head()" ], "id": "ca52d5c2" }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAloAAAGeCAYAAABMyq/VAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90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\niIjc5P8BhY/CHZkp9nAAAAAASUVORK5CYII=\n" } } ], "source": [ "# Plot runoff for a specific catchment\n", "df = res.catchments['20_2_2'].TotalRunOff.plot()" ], "id": "25c4a0ec" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dynamic selections" ], "id": "2f49ac71-af70-4f39-9534-1fec23b0a25c" }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "\n", "" ] } } ], "source": [ "# Dynamically select results to extract into a pandas DataFrame.\n", "res = mikeio1d.open(\"../data/network.res1d\")\n", "\n", "res.reaches['100l1'].Discharge.add()\n", "res.reaches['101l1'].Discharge.add()\n", "res.nodes['1'].WaterLevel.add()\n", "df = res.read()\n", "df.head()" ], "id": "e6bed082" } ], "nbformat": 4, "nbformat_minor": 5, "metadata": { "kernelspec": { "name": "python3", "display_name": "Python 3 (ipykernel)", "language": "python", "path": "/opt/hostedtoolcache/Python/3.12.8/x64/share/jupyter/kernels/python3" }, "language_info": { "name": "python", "codemirror_mode": { "name": "ipython", "version": "3" }, "file_extension": ".py", "mimetype": "text/x-python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.8" } } }