From c39310eb51a258a00207a1a3448bdaa968fd2f07 Mon Sep 17 00:00:00 2001 From: Deniz93 <49666626+Deniz93@users.noreply.github.com> Date: Mon, 23 Aug 2021 20:54:36 -0700 Subject: [PATCH] example FTIR processing notebook example FTIR processing notebook --- .../FTIR Processing/20210222_FTIR_T8b.ipynb | 397 ++++++++++++++++++ 1 file changed, 397 insertions(+) create mode 100644 FrgTools/Example Notebooks/FTIR Processing/20210222_FTIR_T8b.ipynb diff --git a/FrgTools/Example Notebooks/FTIR Processing/20210222_FTIR_T8b.ipynb b/FrgTools/Example Notebooks/FTIR Processing/20210222_FTIR_T8b.ipynb new file mode 100644 index 0000000..5724ccb --- /dev/null +++ b/FrgTools/Example Notebooks/FTIR Processing/20210222_FTIR_T8b.ipynb @@ -0,0 +1,397 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "smoking-needle", + "metadata": {}, + "outputs": [], + "source": [ + "import frgtools.ftir as ftir\n", + "import h5py\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "%config InlineBackend.figure_format = 'retina'\n", + "from matplotlib import style\n", + "mpl.rcParams.update(mpl.rcParamsDefault)\n", + "import numpy as np\n", + "import seaborn as sns\n", + "import frgtools.misc as fm\n", + "import frgtools.plotting as fplt\n", + "from matplotlib.lines import Line2D\n", + "from scipy.stats import linregress\n", + "import os\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "convinced-skill", + "metadata": {}, + "outputs": [], + "source": [ + "FTIRdata = ftir.load_pyris('/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/FTIR_MRC/20210222_T8b')#os.path.join('/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/UV_VIS_MRC/20201204 EuCsPbBr3 from APS, Deniz A-F Cl-I-Br sweep', '/Volumes/GoogleDrive/My Drive/Characterization_RAWDATA/UV_VIS_MRC/20201204 EuCsPbBr3 from APS, Deniz A-F Cl-I-Br sweep/T+R Data'))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "broad-captain", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(FTIRdata)\n", + "df = df.T" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "superb-buddy", + "metadata": {}, + "outputs": [], + "source": [ + "name_key = {\n", + " 'A_bare': 'FAxCsPbI80Br10Cl10',\n", + " 'B_bare': 'FAxCsPbI80Br15Cl5',\n", + " 'C_bare': 'FAxCsPbI80Br19Cl1',\n", + " 'D_bare': 'FAxCsPbI80Br20Cl0',\n", + " 'A_PIB': 'FAxCsPbI80Br10Cl10+PIB',\n", + " 'B_PIB': 'FAxCsPbI80Br15Cl5+PIB',\n", + " 'C_PIB': 'FAxCsPbI80Br19Cl1+PIB',\n", + " 'D_PIB': 'FAxCsPbI80Br20Cl0+PIB',\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "straight-unknown", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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wavenumbersignaltypefilepath
A_bare[4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995....[98.04, 98.05, 98.04, 98.04, 98.03, 98.04, 98....Transmittance/Volumes/GoogleDrive/My Drive/Characterization...
A_PIB[4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995....[99.28, 99.28, 99.28, 99.28, 99.28, 99.28, 99....Transmittance/Volumes/GoogleDrive/My Drive/Characterization...
B_bare[4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995....[96.08, 96.09, 96.09, 96.09, 96.09, 96.09, 96....Transmittance/Volumes/GoogleDrive/My Drive/Characterization...
B_PIB[4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995....[101.2, 101.21, 101.21, 101.21, 101.2, 101.2, ...Transmittance/Volumes/GoogleDrive/My Drive/Characterization...
C_bare[4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995....[99.35, 99.36, 99.35, 99.35, 99.35, 99.36, 99....Transmittance/Volumes/GoogleDrive/My Drive/Characterization...
C_PIB[4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995....[101.0, 101.0, 101.01, 101.01, 101.02, 101.02,...Transmittance/Volumes/GoogleDrive/My Drive/Characterization...
D_bare[4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995....[100.31, 100.31, 100.3, 100.3, 100.3, 100.31, ...Transmittance/Volumes/GoogleDrive/My Drive/Characterization...
D_PIB[4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995....[101.0, 101.01, 101.01, 101.01, 101.01, 101.0,...Transmittance/Volumes/GoogleDrive/My Drive/Characterization...
\n", + "
" + ], + "text/plain": [ + " wavenumber \\\n", + "A_bare [4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995.... \n", + "A_PIB [4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995.... \n", + "B_bare [4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995.... \n", + "B_PIB [4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995.... \n", + "C_bare [4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995.... \n", + "C_PIB [4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995.... \n", + "D_bare [4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995.... \n", + "D_PIB [4000.0, 3999.0, 3998.0, 3997.0, 3996.0, 3995.... \n", + "\n", + " signal type \\\n", + "A_bare [98.04, 98.05, 98.04, 98.04, 98.03, 98.04, 98.... Transmittance \n", + "A_PIB [99.28, 99.28, 99.28, 99.28, 99.28, 99.28, 99.... Transmittance \n", + "B_bare [96.08, 96.09, 96.09, 96.09, 96.09, 96.09, 96.... Transmittance \n", + "B_PIB [101.2, 101.21, 101.21, 101.21, 101.2, 101.2, ... Transmittance \n", + "C_bare [99.35, 99.36, 99.35, 99.35, 99.35, 99.36, 99.... Transmittance \n", + "C_PIB [101.0, 101.0, 101.01, 101.01, 101.02, 101.02,... Transmittance \n", + "D_bare [100.31, 100.31, 100.3, 100.3, 100.3, 100.31, ... Transmittance \n", + "D_PIB [101.0, 101.01, 101.01, 101.01, 101.01, 101.0,... Transmittance \n", + "\n", + " filepath \n", + "A_bare /Volumes/GoogleDrive/My Drive/Characterization... \n", + "A_PIB /Volumes/GoogleDrive/My Drive/Characterization... \n", + "B_bare /Volumes/GoogleDrive/My Drive/Characterization... \n", + "B_PIB /Volumes/GoogleDrive/My Drive/Characterization... \n", + "C_bare /Volumes/GoogleDrive/My Drive/Characterization... \n", + "C_PIB /Volumes/GoogleDrive/My Drive/Characterization... \n", + "D_bare /Volumes/GoogleDrive/My Drive/Characterization... \n", + "D_PIB /Volumes/GoogleDrive/My Drive/Characterization... " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "juvenile-harris", + "metadata": {}, + "outputs": [], + "source": [ + "# def getname(n, q):\n", + "# letter = df['filepath'][q].split('T8/')[1].split('.csv')[0]\n", + "# return name_key[letter]\n", + "\n", + "# def getname_2(n):\n", + "# letter_2 = n.split('s')[1]\n", + "# return name_key[letter_2]\n", + "\n", + "df['label'] = np.array\n", + "df['reverse_wavenumber'] = np.array\n", + "for n in range(0, df.shape[0]):\n", + " df['label'][n] = df['filepath'][n].split('T8b/')[1].split('.csv')[0]\n", + " df['reverse_wavenumber'][n] = df['wavenumber'][n][::-1]\n", + "# df['condition'] = df['filepath'].apply(getname_2)\n", + "# df = df[['label','type', 'wavenumber','signal']]\n", + "# df2 = df2.reset_index(inplace=True)\n", + "index = np.arange(0, df.shape[0], 1)\n", + "\n", + "\n", + "df2 = df[['label', 'type', 'wavenumber', 'reverse_wavenumber', 'signal']]\n", + "df2 = df2.set_index([pd.Index(index)])\n", + "df = df2" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "duplicate-tablet", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "A_bare\n", + "B_bare\n", + "C_bare\n", + "D_bare\n" + ] + } + ], + "source": [ + "# Filtering out bugged curves (manual entry)\n", + "# df = df[df.name != 'CsPbSnF3_25_5isl']\n", + "\n", + "# plotting a subset of experiment\n", + "\n", + "Filter_1 = 'bare'\n", + "Filter_2 = ''\n", + "Filter_3 = ''\n", + "\n", + "df_filter1 = df[df.label.str.contains(Filter_1)]\n", + "df_filter2 = df_filter1[df_filter1.label.str.contains(Filter_2)]\n", + "df_filter3 = df_filter2[df_filter2.label.str.contains(Filter_3)]\n", + "df_filter3.reset_index(drop=True, inplace=True)\n", + "\n", + "# list scans in your filtered dataset before plotting\n", + "for n in df_filter3['label'].unique(): print(n)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "dependent-morrison", + "metadata": {}, + "outputs": [], + "source": [ + "df = df_filter3 " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "numeric-tolerance", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 573, + "width": 567 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "embiggen = 3.3\n", + "horiz = 2\n", + "vert = 2\n", + "cm1 = 'inferno'\n", + "cm2 = 'Greys'\n", + "fig, ax = plt.subplots(vert, horiz, figsize = (horiz*embiggen, vert*embiggen))\n", + "\n", + "# for n, ax_ in zip(range(0, len(list_of_files)), ax.ravel()):\n", + "for n, ax_ in zip(range(0, df.shape[0]), ax.ravel()):\n", + "\n", + " ax_.plot(df['wavenumber'][n], df['signal'][n], label=df['label'][n])\n", + " # im = ax_.imshow(scan_obj.DisplayArray[:,:,1], cmap=cm1, alpha=.5)\n", + "# a=scan_obj.DisplayArray[:,:,1]\n", + "# a.shape\n", + "# ax_.set_xlabel(str(a.shape))\n", + " ax_.set_title(df['label'][n])\n", + "# ax_.set_yticklabels([])\n", + "# ax_.set_xticklabels([5000, 4000, 3000, 2000, 450])\n", + " ax_.invert_xaxis()\n", + "# divider = make_axes_locatable(ax_)\n", + "# cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", + "# cbar = plt.colorbar(im, cax=cax)\n", + "# cbar.mappable.set_clim()\n", + "\n", + "# plt.savefig('SiSpiro_PSK_Device_20210204\n", + "# plt.ylim(0,100)\n", + "# plt.gca().invert_yaxis()\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "genuine-computer", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 432, + "width": 571 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "for n in range(0, df.shape[0]):\n", + " plt.plot(df['wavenumber'][::-1][n], df['signal'][n], label=df['label'][n])\n", + "\n", + "plt.xlabel('Wave number cm-1')\n", + "plt.ylabel('Intensity a.u.')\n", + "plt.legend()\n", + "# plt.xlim(1600, 1800)\n", + "plt.gca().invert_xaxis()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "apparent-examination", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}