{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Plotting Colormaps\n", "\n", "You can use colormaps to colour your network plots in order to get a quick and simple overview of line loadings and bus voltages. The plotting module provides functions to easily modify your bus and line collections. It also provides colourbars to match the colourcodes to the according numerical values." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Continuous Colormaps\n", "\n", "First, we load the network and run a loadflow to retrieve results:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "numba cannot be imported and numba functions are disabled.\n", "Probably the execution is slow.\n", "Please install numba to gain a massive speedup.\n", "(or if you prefer slow execution, set the flag numba=False to avoid this warning!)\n", "numba cannot be imported and numba functions are disabled.\n", "Probably the execution is slow.\n", "Please install numba to gain a massive speedup.\n", "(or if you prefer slow execution, set the flag numba=False to avoid this warning!)\n" ] } ], "source": [ "import pandapower as pp\n", "import pandapower.networks as nw\n", "import pandapower.plotting as plot\n", "%matplotlib inline\n", "\n", "net = nw.mv_oberrhein()\n", "pp.runpp(net)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The pandapower plotting package contains convenience functions to create common colorbars and norms. We use the cmap_continuous function to get a linear colormap with color centers green at 20%, yellow at 50% and red at 60% line loading:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "cmap_list=[(20, \"green\"), (50, \"yellow\"), (60, \"red\")]\n", "cmap, norm = plot.cmap_continuous(cmap_list)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The colormap and norm are now passend to the create_bus_collection function and the collection is plotted with draw_collections:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lc = plot.create_line_collection(net, net.line.index, zorder=1, cmap=cmap, norm=norm, linewidths=2)\n", "plot.draw_collections([lc], figsize=(8,6))" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmap_list=[(0.975, \"blue\"), (1.0, \"green\"), (1.03, \"red\")]\n", "cmap, norm = plot.cmap_continuous(cmap_list)\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, zorder=2, cmap=cmap, norm=norm)\n", "plot.draw_collections([lc, bc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Discrete Colormaps\n", "\n", "Discrete colormaps can be used in the same way as continuous colormaps using the cmap_voltage_discrete and cmap_loading_discrete functions. For discrete colormaps, each color has to be assigned a range instead of a center:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "numba cannot be imported and numba functions are disabled.\n", "Probably the execution is slow.\n", "Please install numba to gain a massive speedup.\n", "(or if you prefer slow execution, set the flag numba=False to avoid this warning!)\n", "numba cannot be imported and numba functions are disabled.\n", "Probably the execution is slow.\n", "Please install numba to gain a massive speedup.\n", "(or if you prefer slow execution, set the flag numba=False to avoid this warning!)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = nw.mv_oberrhein()\n", "pp.runpp(net)\n", "cmap_list=[((0.975, 0.985), \"blue\"), ((0.985, 1.0), \"green\"), ((1.0, 1.03), \"red\")]\n", "cmap, norm = plot.cmap_discrete(cmap_list)\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, zorder=2, cmap=cmap, norm=norm)\n", "\n", "cmap_list=[((10, 40), \"green\"), ((40, 55), \"yellow\"), ((55, 60), \"red\")]\n", "cmap, norm = plot.cmap_discrete(cmap_list)\n", "lc = plot.create_line_collection(net, net.line.index, zorder=1, cmap=cmap, norm=norm, linewidths=2)\n", "plot.draw_collections([lc, bc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Logarithmic Colormaps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This option can be used to create logarithmic colormaps. The intermediate values of the logarithmic scale are created automatically based on the minimum an maximum given values in analogy to the LogNorm. The colormap itself has a linear segmentation of the given colors. Also, it can only be used with at least 3 colors an increasing values which have to be above 0. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "numba cannot be imported and numba functions are disabled.\n", "Probably the execution is slow.\n", "Please install numba to gain a massive speedup.\n", "(or if you prefer slow execution, set the flag numba=False to avoid this warning!)\n", "numba cannot be imported and numba functions are disabled.\n", "Probably the execution is slow.\n", "Please install numba to gain a massive speedup.\n", "(or if you prefer slow execution, set the flag numba=False to avoid this warning!)\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = nw.mv_oberrhein()\n", "pp.runpp(net)\n", "\n", "min_value = 1.0\n", "max_value = 1.03\n", "colors = [\"blue\", \"green\", \"red\"]\n", "cmap, norm = plot.cmap_logarithmic(min_value, max_value, colors)\n", "bc = plot.create_bus_collection(net, size=100, cmap=cmap, norm=norm, zorder=2)\n", "\n", "min_value = 10\n", "max_value = 60\n", "colors = [\"green\", \"yellow\", \"red\"]\n", "cmap, norm = plot.cmap_logarithmic(min_value, max_value, colors)\n", "lc = plot.create_line_collection(net, net.line.index, zorder=1, cmap=cmap, norm=norm, linewidth=2)\n", "\n", "plot.draw_collections([bc, lc])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Custom Colormaps and Colorbars\n", "\n", "The functions to create colormaps and norms are merely convenience functions. You can individually create any colormap you like and pass it to the create_collection functions.\n", "\n", "For example, for the colorbar \"PuBu_r\" from matplotlib:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.pyplot import get_cmap\n", "from matplotlib.colors import Normalize\n", "\n", "cmap = get_cmap('PuBu_r')\n", "lc = plot.create_line_collection(net, net.line.index, zorder=1, color=\"grey\", linewidths=2,\n", " cmap=cmap)\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, zorder=2)\n", "plot.draw_collections([lc, bc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting without a norm maps the colorbar to the range of the data points (here: line loadings). Normalizing to values between 20 and 100 yields:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmap = get_cmap('PuBu_r')\n", "norm = Normalize(vmin=20, vmax=100)\n", "lc = plot.create_line_collection(net, net.line.index, zorder=1, color=\"grey\", linewidths=2,\n", " cmap=cmap, norm=norm)\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, zorder=2)\n", "plot.draw_collections([lc, bc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The colorbar can be customized by disabling the automatic plotting of the colorbar in draw_collections and plotting the colorbar directly with the desired parameters:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'This is a individual colorbar title')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.pyplot import colorbar\n", "\n", "ax = plot.draw_collections([lc, bc], figsize=(8,6), plot_colorbars=False)\n", "cbar = colorbar(lc, ax=ax, extend=\"max\")\n", "cbar.set_ticks([50, 70, 100])\n", "cbar.ax.set_ylabel(\"This is a individual colorbar title\")" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.6" } }, "nbformat": 4, "nbformat_minor": 1 }