{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Projected bandstructures/DOS as subplots with custom colours" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example notebook provides a recipe/hack to get projectors as subplots. This functionality is not wrapped into the `dispersion` script (as of Aug 2020) as the whole module needs refactoring first. These examples assume some spectral files with the seedname \"Si\" in the current directory." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from matador.plotting.spectral_plotting import dispersion_plot, dos_plot\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detected path labels from cell file\n", "Detected path labels from cell file\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(10, 5), sharey=True)\n", "colours_override = [\"firebrick\", \"darkorchid\"]\n", "\n", "for ind, proj in enumerate([[(\"Si\", \"s\", None)], [(\"Si\", \"p\", None)]]):\n", " dispersion_kwargs = {\n", " \"projectors_to_plot\": proj, \n", " \"plot_pdis\": True, \n", " \"pdis_interpolation_factor\": 10,\n", " \"colours\": [colours_override[ind]],\n", " \"colour_cycle\": [colours_override[ind]]\n", " }\n", " dispersion_plot(\n", " \"Si\", \n", " axes[ind],\n", " dispersion_kwargs\n", " )\n", " \n", "axes[1].set_ylabel(None)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also do the same with density of states plots. Note here, the PDOS is from a different structure and calculation to the total DOS, and is shown only for ilustrative purposes." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 1, figsize=(12, 8), sharex=True)\n", "colours_override = [\"dodgerblue\", \"gold\", \"magenta\", \"olive\"]\n", "for ind, proj in enumerate([[(\"K\", \"s\", None), (\"K\", \"p\", None)], [(\"P\", \"s\", None), (\"P\", \"p\", None)]]):\n", " dos_kwargs = {\n", " \"projectors_to_plot\": proj,\n", " \"colours\": colours_override[2*ind:],\n", " \"pdos_hide_sum\": True,\n", " \"plot_pdos\": True\n", " }\n", " dos_plot(\"Si\", axes[ind], dos_kwargs)\n", "axes[0].set_xlabel(None)\n", "plt.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:matador]", "language": "python", "name": "conda-env-matador-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.7" } }, "nbformat": 4, "nbformat_minor": 4 }