{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Graphing examples\n", "\n", "This notebook contains some examples of how to generate isotherm graphs in pyGAPS. In general, we use matplotlib as a backend, and all resulting graphs can be customized as standard matplotlib figures/axes. However, some implicit formatting is applied and some utilities are provided to make it quicker to plot. \n", "\n", "## Import isotherms\n", "\n", "First import the example data by running the import notebook" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Selected 5 isotherms with nitrogen at 77K\n", "Selected 2 room temperature calorimetry isotherms\n", "Selected 2 isotherms for IAST calculation\n", "Selected 3 isotherms for isosteric enthalpy calculation\n" ] } ], "source": [ "%matplotlib inline\n", "%run import.ipynb\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Isotherm display\n", "\n", "To generate a quick plot of an isotherm, call the `plot()` function. The parameters to this function are the same as `pygaps.plot_iso`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "isotherm = next(i for i in isotherms_n2_77k if i.material=='MCM-41')\n", "ax = isotherm.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Isotherm plotting and comparison\n", "\n", "For more complex plots of multiple isotherms, the `pygaps.plot_iso` function is provided. Several examples of isotherm plotting are presented here:\n", "\n", "- A logarithmic isotherm graph comparing the adsorption branch of two isotherms up to 1 bar (`x_range=(None, 1)`).\n", " The isotherms are measured on the same material and batch, but at different temperatures, \n", " so we want this information to be visible in the legend (`lgd_keys=[...]`).\n", " We also want the loading to be displayed in *cm3 STP* (`loading_unit=\"cm3(STP)\"`) and to select the colours manually (`color=[...]`)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import pygaps.graphing as pgg\n", "\n", "ax = pgg.plot_iso(\n", " isotherms_isosteric,\n", " branch = 'ads',\n", " logx = True,\n", " x_range=(None,1),\n", " lgd_keys=['temperature'],\n", " loading_unit='cm3(STP)',\n", " color=['b', 'r', 'g']\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- A black and white (`color=False`) full scale graph of both adsorption and desorption branches of an\n", " isotherm (`branch = 'all'`), saving it to the local directory for a publication (`save_path=path`). The result file is found [here](novel.png). We also display the isotherm points using X markers (`marker=['x']`) and set the figure title (`fig_title='Novel Behaviour'`). " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import pygaps.graphing as pgg\n", "from pathlib import Path\n", "\n", "path = Path.cwd() / 'novel.png'\n", "\n", "isotherm = next(i for i in isotherms_n2_77k if i.material=='MCM-41')\n", "\n", "ax = pgg.plot_iso(\n", " isotherm,\n", " branch = 'all',\n", " color=False,\n", " save_path=path,\n", " marker=['x'],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- A graph which plots the both the loading and enthalpy as a function of pressure on the left\n", " and the enthalpy as a function of loading on the right, for a microcalorimetry experiment.\n", " To do this, we separately generate the axes and pass them in to the `plot_iso` function (`ax=ax1`).\n", " We want the legend to appear inside the graph (`lgd_pos='inner'`) and, to limit the range of enthalpy \n", " displayed to 40 kJ (either `y2_range` or `y1_range`, depending on where it is displayed). \n", " Finally, we want to manually control the size of the pressure and enthalpy markers (`y1_line_style=dict(markersize=0)`)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
<AxesSubplot:xlabel='Loading [$mmol\\\\/g^{-1}$]', ylabel='$\\\\Delta_{ads}h$ $(-kJ\\\\/mol^{-1})$'>\n", "\n" ], "text/plain": [ "\u001b[1m<\u001b[0m\u001b[1;95mAxesSubplot:\u001b[0m\u001b[1;33mxlabel\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'Loading \u001b[0m\u001b[32m[\u001b[0m\u001b[32m$mmol\\\\/g^\u001b[0m\u001b[32m{\u001b[0m\u001b[32m-1\u001b[0m\u001b[32m}\u001b[0m\u001b[32m$\u001b[0m\u001b[32m]\u001b[0m\u001b[32m'\u001b[0m\u001b[39m, \u001b[0m\u001b[33mylabel\u001b[0m\u001b[39m=\u001b[0m\u001b[32m'$\\\\Delta_\u001b[0m\u001b[32m{\u001b[0m\u001b[32mads\u001b[0m\u001b[32m}\u001b[0m\u001b[32mh$ $\u001b[0m\u001b[32m(\u001b[0m\u001b[32m-kJ\\\\/mol^\u001b[0m\u001b[32m{\u001b[0m\u001b[32m-1\u001b[0m\u001b[32m}\u001b[0m\u001b[32m)\u001b[0m\u001b[32m$'\u001b[0m\u001b[1m>\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10,5))\n", "\n", "pgg.plot_iso(\n", " isotherms_calorimetry[1],\n", " ax=ax1,\n", " x_data='pressure',\n", " y1_data='loading',\n", " y2_data='enthalpy',\n", " lgd_pos='lower right',\n", " y2_range=(0,40),\n", " y1_line_style=dict(markersize=0),\n", " y2_line_style=dict(markersize=3),\n", ")\n", "pgg.plot_iso(\n", " isotherms_calorimetry[1],\n", " ax=ax2,\n", " x_data='loading',\n", " y1_data='enthalpy',\n", " y1_range=(0,40),\n", " lgd_pos='best',\n", " marker=['^'],\n", " y1_line_style=dict(linewidth=0)\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- A comparison graph of all the nitrogen isotherms, with both branches shown but without adding the desorption branch to the label (`branch='all-nol'`). We want each isotherm to use a different marker (`marker=len(isotherms)`) and to not display the desorption branch component of the legend (only `lgd_keys=['material']`)." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Text(0.5, 1.0, 'Regular isotherms colour')\n", "\n" ], "text/plain": [ "\u001b[1;35mText\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.5\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[32m'Regular isotherms colour'\u001b[0m\u001b[1m)\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = pgg.plot_iso(\n", " isotherms_n2_77k, \n", " branch='all',\n", " lgd_keys=['material'],\n", " marker=len(isotherms_n2_77k)\n", ")\n", "ax.set_title(\"Regular isotherms colour\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- A black and white version of the same graph (`color=False`), but with absolute pressure in bar." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Text(0.5, 1.0, 'Black and white')\n", "\n" ], "text/plain": [ "\u001b[1;35mText\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.5\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[32m'Black and white'\u001b[0m\u001b[1m)\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = pgg.plot_iso(\n", " isotherms_n2_77k, \n", " branch='all',\n", " color=False,\n", " lgd_keys=['material'],\n", " pressure_mode='absolute',\n", " pressure_unit='bar',\n", " )\n", "ax.set_title(\"Black and white\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Only some ranges selected for display from all the isotherms (`x_range=(0.2, 0.6)` and `y1_range=(3, 10)`)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = pgg.plot_iso(\n", " isotherms_n2_77k, \n", " branch='all',\n", " x_range=(0.2, 0.6), \n", " y1_range=(3, 10), \n", " lgd_keys=['material']\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- The isosteric pressure isotherms, in relative pressure mode and loading in cm3(STP). No markers \n", " are displayed (`marker=False`)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = pgg.plot_iso(\n", " isotherms_isosteric,\n", " branch='ads',\n", " pressure_mode='relative',\n", " loading_unit='cm3(STP)',\n", " lgd_keys=['adsorbate', 'temperature'],\n", " marker=False\n", ")\n", "ax.set_title(\"Different pressure mode or units\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Only desorption branch of some isotherms (`branch='des'`), displaying the user who recorded the isotherms\n", " in the graph legend." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Text(0.5, 1.0, 'Only desorption branch')\n", "\n" ], "text/plain": [ "\u001b[1;35mText\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.5\u001b[0m, \u001b[1;36m1.0\u001b[0m, \u001b[32m'Only desorption branch'\u001b[0m\u001b[1m)\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = pgg.plot_iso(\n", " isotherms_n2_77k,\n", " branch='des',\n", " lgd_keys=['material', 'user'],\n", " lgd_pos='out bottom',\n", ")\n", "ax.set_title(\"Only desorption branch\")" ] } ], "metadata": { "kernelspec": { "display_name": "sci", "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": "3.9.13 (main, Oct 13 2022, 21:23:06) [MSC v.1916 64 bit (AMD64)]" }, "vscode": { "interpreter": { "hash": "bb92cfc77ebe3751b7fb3df8620ceb006227daaf69256df93b17635e0b7c66c1" } } }, "nbformat": 4, "nbformat_minor": 2 }