From 4d1beb1402e13760c449d6d61affda35bfccf3e3 Mon Sep 17 00:00:00 2001 From: Danilo Lessa Bernardineli Date: Thu, 14 Dec 2023 21:19:29 -0300 Subject: [PATCH] add nb example --- .../examples/cadCAD_tools_example.ipynb | 19148 ++++++++++++++++ 1 file changed, 19148 insertions(+) create mode 100644 documentation/examples/cadCAD_tools_example.ipynb diff --git a/documentation/examples/cadCAD_tools_example.ipynb b/documentation/examples/cadCAD_tools_example.ipynb new file mode 100644 index 00000000..5316dfc6 --- /dev/null +++ b/documentation/examples/cadCAD_tools_example.ipynb @@ -0,0 +1,19148 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " # cadCAD Easy Run for the Minimal Prey & Predator model" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "import plotly.express as px\n", + "import numpy as np\n", + "import sys\n", + "import seaborn as sns\n", + "from tqdm.auto import tqdm\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " ## Minimal Prey and Predator Model" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "TIMESTEPS = 100\n", + "SAMPLES = 10\n", + "\n", + "initial_conditions = {\n", + " 'prey_population': 100,\n", + " 'predator_population': 15\n", + "}\n", + "\n", + "params = {\n", + " \"prey_birth_rate\": [1.0],\n", + " \"predator_birth_rate\": [0.01],\n", + " \"predator_death_const\": [1.0],\n", + " \"prey_death_const\": [0.03],\n", + " # Precision of the simulation. Lower is more accurate / slower\n", + " \"dt\": [0.01, 0.1, 0.05]\n", + "}\n", + "\n", + "\n", + "def p_predator_births(params, step, sL, s):\n", + " dt = params['dt']\n", + " predator_population = s['predator_population']\n", + " prey_population = s['prey_population']\n", + " birth_fraction = params['predator_birth_rate'] + \\\n", + " np.random.random() * 0.0002\n", + " births = birth_fraction * prey_population * predator_population * dt\n", + " return {'add_to_predator_population': births}\n", + "\n", + "\n", + "def p_prey_births(params, step, sL, s):\n", + " dt = params['dt']\n", + " population = s['prey_population']\n", + " birth_fraction = params['prey_birth_rate'] + np.random.random() * 0.1\n", + " births = birth_fraction * population * dt\n", + " return {'add_to_prey_population': births}\n", + "\n", + "\n", + "def p_predator_deaths(params, step, sL, s):\n", + " dt = params['dt']\n", + " population = s['predator_population']\n", + " death_rate = params['predator_death_const'] + np.random.random() * 0.005\n", + " deaths = death_rate * population * dt\n", + " return {'add_to_predator_population': -1.0 * deaths}\n", + "\n", + "\n", + "def p_prey_deaths(params, step, sL, s):\n", + " dt = params['dt']\n", + " death_rate = params['prey_death_const'] + np.random.random() * 0.1\n", + " prey_population = s['prey_population']\n", + " predator_population = s['predator_population']\n", + " deaths = death_rate * prey_population * predator_population * dt\n", + " return {'add_to_prey_population': -1.0 * deaths}\n", + "\n", + "\n", + "def s_prey_population(params, step, sL, s, _input):\n", + " y = 'prey_population'\n", + " x = s['prey_population'] + _input['add_to_prey_population']\n", + " return (y, x)\n", + "\n", + "\n", + "def s_predator_population(params, step, sL, s, _input):\n", + " y = 'predator_population'\n", + " x = s['predator_population'] + _input['add_to_predator_population']\n", + " return (y, x)\n", + "\n", + "\n", + "partial_state_update_blocks = [\n", + " {\n", + " 'label': 'Lotka-Volterra Equations',\n", + " 'policies': {\n", + " 'predator_births': p_predator_births,\n", + " 'prey_births': p_prey_births,\n", + " 'predator_deaths': p_predator_deaths,\n", + " 'prey_deaths': p_prey_deaths,\n", + " },\n", + " 'variables': {\n", + " 'predator_population': s_prey_population,\n", + " 'prey_population': s_predator_population\n", + " }\n", + " },\n", + " {\n", + " 'label': 'Do Nothing',\n", + " 'policies': {\n", + " \n", + " },\n", + " 'variables': {\n", + " \n", + " }\n", + " }\n", + "]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ___________ ____\n", + " ________ __ ___/ / ____/ | / __ \\\n", + " / ___/ __` / __ / / / /| | / / / /\n", + "/ /__/ /_/ / /_/ / /___/ ___ |/ /_/ /\n", + "\\___/\\__,_/\\__,_/\\____/_/ |_/_____/\n", + "by cadCAD\n", + "\n", + "cadCAD Version: 0.4.28\n", + "Execution Mode: local_proc\n", + "Simulation Dimensions:\n", + "Entire Simulation: (Models, Unique Timesteps, Params, Total Runs, Sub-States) = (1, 100, 5, 30, 2)\n", + " Simulation 0: (Timesteps, Params, Runs, Sub-States) = (100, 5, 30, 2)\n", + "Execution Method: parallelize_simulations\n", + "Execution Mode: parallelized\n", + "Total execution time: 7.03s\n" + ] + } + ], + "source": [ + "from cadCAD.tools import easy_run\n", + "\n", + "df = easy_run(initial_conditions,\n", + " params,\n", + " partial_state_update_blocks,\n", + " TIMESTEPS,\n", + " SAMPLES,\n", + " assign_params=True,\n", + " drop_substeps=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "color=1
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+ }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "title": { + "text": "y" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from cadCAD_tools import profile_run\n", + "\n", + "fig = px.line(df.query('dt == 0.1'),\n", + " x=df.prey_population,\n", + " y=df.predator_population,\n", + " color=df.run.astype(str))\n", + "\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ___________ ____\n", + " ________ __ ___/ / ____/ | / __ \\\n", + " / ___/ __` / __ / / / /| | / / / /\n", + "/ /__/ /_/ / /_/ / /___/ ___ |/ /_/ /\n", + "\\___/\\__,_/\\__,_/\\____/_/ |_/_____/\n", + "by cadCAD\n", + "\n", + "cadCAD Version: 0.4.28\n", + "Execution Mode: local_proc\n", + "Simulation Dimensions:\n", + "Entire Simulation: (Models, Unique Timesteps, Params, Total Runs, Sub-States) = (1, 20, 5, 30, 3)\n", + " Simulation 0: (Timesteps, Params, Runs, Sub-States) = (20, 5, 30, 3)\n", + "Execution Method: parallelize_simulations\n", + "Execution Mode: parallelized\n", + "Total execution time: 7.56s\n" + ] + } + ], + "source": [ + "df = profile_run(initial_conditions,\n", + " params,\n", + " partial_state_update_blocks,\n", + " 20,\n", + " 10,\n", + " use_label=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 Initial State\n", + "1 Time Measure\n", + "2 Lotka-Volterra Equations\n", + "3 Time Measure\n", + "4 Do Nothing\n", + "5 Time Measure\n", + "6 Time Measure\n", + "7 Lotka-Volterra Equations\n", + "Name: substep_label, dtype: object" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head(8).substep_label" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + 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\u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/cadCAD_tools/profiling/visualizations.py:54\u001b[0m, in \u001b[0;36mvisualize_substep_impact\u001b[0;34m(df, relative, **kwargs)\u001b[0m\n\u001b[1;32m 52\u001b[0m g_df\u001b[38;5;241m.\u001b[39mloc[substep_row, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpsub_time\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m dt\n\u001b[1;32m 53\u001b[0m g_df \u001b[38;5;241m=\u001b[39m g_df\u001b[38;5;241m.\u001b[39mset_index(indexes)\n\u001b[0;32m---> 54\u001b[0m new_df\u001b[38;5;241m.\u001b[39mloc[g_df\u001b[38;5;241m.\u001b[39mindex, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpsub_time\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m g_df\u001b[38;5;241m.\u001b[39mpsub_time\n\u001b[1;32m 56\u001b[0m fig_df \u001b[38;5;241m=\u001b[39m new_df\u001b[38;5;241m.\u001b[39mreset_index()\u001b[38;5;241m.\u001b[39mdropna(subset\u001b[38;5;241m=\u001b[39m[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpsub_time\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[1;32m 59\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msubstep_label\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01min\u001b[39;00m fig_df\u001b[38;5;241m.\u001b[39mcolumns:\n", + "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/pandas/core/indexing.py:885\u001b[0m, in \u001b[0;36m_LocationIndexer.__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m 882\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_has_valid_setitem_indexer(key)\n\u001b[1;32m 884\u001b[0m iloc \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mname \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miloc\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj\u001b[38;5;241m.\u001b[39miloc\n\u001b[0;32m--> 885\u001b[0m iloc\u001b[38;5;241m.\u001b[39m_setitem_with_indexer(indexer, value, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mname)\n", + "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/pandas/core/indexing.py:1893\u001b[0m, in \u001b[0;36m_iLocIndexer._setitem_with_indexer\u001b[0;34m(self, indexer, value, name)\u001b[0m\n\u001b[1;32m 1890\u001b[0m \u001b[38;5;66;03m# align and set the values\u001b[39;00m\n\u001b[1;32m 1891\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m take_split_path:\n\u001b[1;32m 1892\u001b[0m \u001b[38;5;66;03m# We have to operate column-wise\u001b[39;00m\n\u001b[0;32m-> 1893\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_setitem_with_indexer_split_path(indexer, value, name)\n\u001b[1;32m 1894\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 1895\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_setitem_single_block(indexer, value, name)\n", + "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/pandas/core/indexing.py:1914\u001b[0m, in \u001b[0;36m_iLocIndexer._setitem_with_indexer_split_path\u001b[0;34m(self, indexer, value, name)\u001b[0m\n\u001b[1;32m 1911\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (\u001b[38;5;28misinstance\u001b[39m(value, ABCSeries) \u001b[38;5;129;01mand\u001b[39;00m name \u001b[38;5;241m!=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miloc\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(value, \u001b[38;5;28mdict\u001b[39m):\n\u001b[1;32m 1912\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Series\n\u001b[0;32m-> 1914\u001b[0m value \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_align_series(indexer, Series(value))\n\u001b[1;32m 1916\u001b[0m \u001b[38;5;66;03m# Ensure we have something we can iterate over\u001b[39;00m\n\u001b[1;32m 1917\u001b[0m info_axis \u001b[38;5;241m=\u001b[39m indexer[\u001b[38;5;241m1\u001b[39m]\n", + "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/pandas/core/indexing.py:2340\u001b[0m, in \u001b[0;36m_iLocIndexer._align_series\u001b[0;34m(self, indexer, ser, multiindex_indexer, using_cow)\u001b[0m\n\u001b[1;32m 2337\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m ser\n\u001b[1;32m 2338\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m ser\u001b[38;5;241m.\u001b[39m_values\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[0;32m-> 2340\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m ser\u001b[38;5;241m.\u001b[39mreindex(new_ix)\u001b[38;5;241m.\u001b[39m_values\n\u001b[1;32m 2342\u001b[0m \u001b[38;5;66;03m# 2 dims\u001b[39;00m\n\u001b[1;32m 2343\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m single_aligner:\n\u001b[1;32m 2344\u001b[0m \u001b[38;5;66;03m# reindex along index\u001b[39;00m\n", + "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/pandas/core/series.py:4977\u001b[0m, in \u001b[0;36mSeries.reindex\u001b[0;34m(self, index, axis, method, copy, level, fill_value, limit, tolerance)\u001b[0m\n\u001b[1;32m 4960\u001b[0m \u001b[38;5;129m@doc\u001b[39m(\n\u001b[1;32m 4961\u001b[0m NDFrame\u001b[38;5;241m.\u001b[39mreindex, \u001b[38;5;66;03m# type: ignore[has-type]\u001b[39;00m\n\u001b[1;32m 4962\u001b[0m klass\u001b[38;5;241m=\u001b[39m_shared_doc_kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mklass\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 4975\u001b[0m tolerance\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 4976\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Series:\n\u001b[0;32m-> 4977\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mreindex(\n\u001b[1;32m 4978\u001b[0m index\u001b[38;5;241m=\u001b[39mindex,\n\u001b[1;32m 4979\u001b[0m method\u001b[38;5;241m=\u001b[39mmethod,\n\u001b[1;32m 4980\u001b[0m copy\u001b[38;5;241m=\u001b[39mcopy,\n\u001b[1;32m 4981\u001b[0m level\u001b[38;5;241m=\u001b[39mlevel,\n\u001b[1;32m 4982\u001b[0m fill_value\u001b[38;5;241m=\u001b[39mfill_value,\n\u001b[1;32m 4983\u001b[0m limit\u001b[38;5;241m=\u001b[39mlimit,\n\u001b[1;32m 4984\u001b[0m tolerance\u001b[38;5;241m=\u001b[39mtolerance,\n\u001b[1;32m 4985\u001b[0m )\n", + "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/pandas/core/generic.py:5521\u001b[0m, in \u001b[0;36mNDFrame.reindex\u001b[0;34m(self, labels, index, columns, axis, method, copy, level, fill_value, limit, tolerance)\u001b[0m\n\u001b[1;32m 5518\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_reindex_multi(axes, copy, fill_value)\n\u001b[1;32m 5520\u001b[0m \u001b[38;5;66;03m# perform the reindex on the axes\u001b[39;00m\n\u001b[0;32m-> 5521\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_reindex_axes(\n\u001b[1;32m 5522\u001b[0m axes, level, limit, tolerance, method, fill_value, copy\n\u001b[1;32m 5523\u001b[0m )\u001b[38;5;241m.\u001b[39m__finalize__(\u001b[38;5;28mself\u001b[39m, method\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mreindex\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/pandas/core/generic.py:5544\u001b[0m, in \u001b[0;36mNDFrame._reindex_axes\u001b[0;34m(self, axes, level, limit, tolerance, method, fill_value, copy)\u001b[0m\n\u001b[1;32m 5541\u001b[0m \u001b[38;5;28;01mcontinue\u001b[39;00m\n\u001b[1;32m 5543\u001b[0m ax \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_axis(a)\n\u001b[0;32m-> 5544\u001b[0m new_index, indexer \u001b[38;5;241m=\u001b[39m ax\u001b[38;5;241m.\u001b[39mreindex(\n\u001b[1;32m 5545\u001b[0m labels, level\u001b[38;5;241m=\u001b[39mlevel, limit\u001b[38;5;241m=\u001b[39mlimit, tolerance\u001b[38;5;241m=\u001b[39mtolerance, method\u001b[38;5;241m=\u001b[39mmethod\n\u001b[1;32m 5546\u001b[0m )\n\u001b[1;32m 5548\u001b[0m axis \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_axis_number(a)\n\u001b[1;32m 5549\u001b[0m obj \u001b[38;5;241m=\u001b[39m obj\u001b[38;5;241m.\u001b[39m_reindex_with_indexers(\n\u001b[1;32m 5550\u001b[0m {axis: [new_index, indexer]},\n\u001b[1;32m 5551\u001b[0m fill_value\u001b[38;5;241m=\u001b[39mfill_value,\n\u001b[1;32m 5552\u001b[0m copy\u001b[38;5;241m=\u001b[39mcopy,\n\u001b[1;32m 5553\u001b[0m allow_dups\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m 5554\u001b[0m )\n", + "File \u001b[0;32m/opt/homebrew/Caskroom/miniconda/base/lib/python3.11/site-packages/pandas/core/indexes/base.py:4430\u001b[0m, in \u001b[0;36mIndex.reindex\u001b[0;34m(self, target, method, level, limit, tolerance)\u001b[0m\n\u001b[1;32m 4426\u001b[0m indexer \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_indexer(\n\u001b[1;32m 4427\u001b[0m target, method\u001b[38;5;241m=\u001b[39mmethod, limit\u001b[38;5;241m=\u001b[39mlimit, tolerance\u001b[38;5;241m=\u001b[39mtolerance\n\u001b[1;32m 4428\u001b[0m )\n\u001b[1;32m 4429\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_is_multi:\n\u001b[0;32m-> 4430\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot handle a non-unique multi-index!\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 4431\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_unique:\n\u001b[1;32m 4432\u001b[0m \u001b[38;5;66;03m# GH#42568\u001b[39;00m\n\u001b[1;32m 4433\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot reindex on an axis with duplicate labels\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mValueError\u001b[0m: cannot handle a non-unique multi-index!" + ] + } + ], + "source": [ + "from cadCAD_tools.profiling.visualizations import visualize_substep_impact\n", + "\n", + "visualize_substep_impact(df, relative=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "c7a8382fce234affa682e5be26089cba", + 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