From b2f937d2deed5dc43c488fd85c83016fe25af240 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Wed, 4 Dec 2024 17:01:27 +0100 Subject: [PATCH 01/14] added hist plot --- examples/HistPlot.ipynb | 248 ++++++++++++++++++++++++++++++++++++++ examples/LaTeX_layout.tex | 43 ++++++- examples/LinePlot.ipynb | 14 ++- plotLaTeX/__init__.py | 3 +- plotLaTeX/hist_plot.py | 85 +++++++++++++ plotLaTeX/line_plot.py | 2 +- 6 files changed, 387 insertions(+), 8 deletions(-) create mode 100644 examples/HistPlot.ipynb create mode 100644 plotLaTeX/hist_plot.py diff --git a/examples/HistPlot.ipynb b/examples/HistPlot.ipynb new file mode 100644 index 0000000..eec7d38 --- /dev/null +++ b/examples/HistPlot.ipynb @@ -0,0 +1,248 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e712e79e-4dac-46b5-8b04-6bfc80472a2d", + "metadata": {}, + "source": [ + "# Histplot" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "14204239-dfc1-4f09-8534-a1e11ce0f951", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import seaborn as sns\n", + "\n", + "np.random.seed(seed=42)\n", + "\n", + "from plotLaTeX import HistPlot" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0e900dd4-32a7-4e52-87ee-1caf2c76e0c8", + "metadata": {}, + "outputs": [], + "source": [ + "# create random data\n", + "n_pts = 1000\n", + "data1 = np.random.normal(loc=0, scale=2, size=n_pts)\n", + "data2 = np.random.normal(loc=1, scale=2.5, size=n_pts)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4a3a395f-3d36-44b1-aaf1-2390ff599f6b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(7.5, 3))\n", + "plt.hist(data1, bins=20, color=\"C0\", alpha=0.5, edgecolor=\"black\")\n", + "plt.hist(data2, bins=20, color=\"C1\", alpha=0.5, edgecolor=\"black\")\n", + "plt.grid(alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e9abb184-e0a4-4dc0-976c-3584e294bffe", + "metadata": {}, + "outputs": [], + "source": [ + "Hplt = HistPlot(bins=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e688edf6-33d7-44dd-be8e-a8a44ebc5c84", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Current data stack:\n", + " data1xs data1cnt\n", + "0 -5.773135 4\n", + "1 -4.354335 22\n", + "2 -2.935535 96\n", + "3 -1.516735 228\n", + "4 -0.097936 272\n" + ] + } + ], + "source": [ + "# add data1\n", + "Hplt.add_histdata(data1, name=\"data1\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7a42c064-6b2c-4eaa-b8f8-649a3e0bea92", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Current data stack:\n", + " data1xs data1cnt data2xs data2cnt\n", + "0 -5.773135 4 -5.584285 12\n", + "1 -4.354335 22 -4.050911 25\n", + "2 -2.935535 96 -2.517536 79\n", + "3 -1.516735 228 -0.984162 165\n", + "4 -0.097936 272 0.549212 247\n" + ] + } + ], + "source": [ + "# add data2\n", + "Hplt.add_histdata(data2, name=\"data2\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "affd91c0-359c-4054-a724-29c4cd6ad2b8", + "metadata": {}, + "outputs": [], + "source": [ + "Hplt.add_axis_labels(xlabel=\"x-label\", ylabel=\"Count\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "dc53e9bf-57fd-48f9-bbf0-358ee2b78438", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "**Export**\n", + "\n", + "Current data stack:\n", + " data1xs data1cnt data2xs data2cnt\n", + "0 -5.773135 4 -5.584285 12\n", + "1 -4.354335 22 -4.050911 25\n", + "2 -2.935535 96 -2.517536 79\n", + "3 -1.516735 228 -0.984162 165\n", + "4 -0.097936 272 0.549212 247\n", + "\n", + "***********\n", + "LaTeX code:\n", + "***********\n", + "\n", + "\\begin{figure}[h]\n", + " \\centering\n", + " \\tikzstyle{every node}=[font=\\footnotesize]\n", + " \\begin{tikzpicture}\n", + " \\begin{axis}[\n", + " ylabel=Count,\n", + " xlabel=x-label,\n", + " % xtick={0,1,...,10},\n", + " width=7.5cm,\n", + " height=3cm,\n", + " at={(0cm,0cm)},\n", + " scale only axis,\n", + " axis background/.style={fill=white},\n", + " grid=both,\n", + " legend columns = 2,\n", + " legend style={at={(0,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south west},\n", + " ]\n", + " \\addplot[ybar,fill, fill opacity=0.3, black] \n", + " \ttable[x=data1xs,y=data1cnt,col sep=comma]{hist_results.csv};\n", + " \\addlegendentry{data1};\n", + " \\addplot[ybar,fill, fill opacity=0.3, black] \n", + " \ttable[x=data2xs,y=data2cnt,col sep=comma]{hist_results.csv};\n", + " \\addlegendentry{data2};\n", + " \\end{axis}\n", + " \\end{tikzpicture}\n", + " \\caption{Caption of the histogram.}\n", + " \\label{fig:Caption of the histogram.}\n", + "\\end{figure}\n" + ] + } + ], + "source": [ + "Hplt.export()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "319526ce-72fe-4bfa-b6e6-1d1844430bcd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot the data using seaborn\n", + "sns.histplot(data=Hplt.data, bins=Hplt.bins)" + ] + } + ], + "metadata": { + "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": "3.12.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/LaTeX_layout.tex b/examples/LaTeX_layout.tex index 4b8fb06..c55ef26 100644 --- a/examples/LaTeX_layout.tex +++ b/examples/LaTeX_layout.tex @@ -4,6 +4,11 @@ \usepackage{tikz,pgfplots} \pgfplotsset{compat=1.18} +\usepackage{siunitx} + +\pgfplotsset{compat=newest} +\usepgfplotslibrary{units} + \definecolor{mycolor1}{rgb}{0.54, 0.00, 0.45} \definecolor{mycolor2}{rgb}{0.61, 0.51, 0.11} \definecolor{mycolor3}{rgb}{0.59, 0.66, 0.16} @@ -37,10 +42,10 @@ \subsection{Multiple line plot} legend style={at={(0,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south west}, ] \addplot[] - table[x=x,y=sin,col sep=comma]{test_results.csv}; + table[x=x,y=sin,col sep=comma]{line_results.csv}; \addlegendentry{sin}; \addplot[] - table[x=x,y=cos,col sep=comma]{test_results.csv}; + table[x=x,y=cos,col sep=comma]{line_results.csv}; \addlegendentry{cos}; \end{axis} \end{tikzpicture} @@ -48,4 +53,36 @@ \subsection{Multiple line plot} \label{fig:Caption of the plot.} \end{figure} -\end{document} +\subsection{Histogram plot} + +\begin{figure}[h] + \centering + \tikzstyle{every node}=[font=\footnotesize] + \begin{tikzpicture} + \begin{axis}[ + ylabel=Count, + xlabel=x-label, + % xtick={0,1,...,10}, + width=7.5cm, + bar width=1, + height=3cm, + at={(0cm,0cm)}, + scale only axis, + axis background/.style={fill=white}, + grid=both, + legend columns = 2, + legend style={at={(0,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south west}, + ] + \addplot[ybar,width=1,fill, fill opacity=0.3, red] + table[x=data1xs,y=data1cnt,col sep=comma]{hist_results.csv}; + \addlegendentry{data1}; + \addplot[ybar,fill, fill opacity=0.3, black] + table[x=data2xs,y=data2cnt,col sep=comma]{hist_results.csv}; + \addlegendentry{data2}; + \end{axis} + \end{tikzpicture} + \caption{Caption of the histogram.} + \label{fig:Caption of the histogram.} +\end{figure} + +\end{document} \ No newline at end of file diff --git a/examples/LinePlot.ipynb b/examples/LinePlot.ipynb index c8d55c4..0f37d8c 100644 --- a/examples/LinePlot.ipynb +++ b/examples/LinePlot.ipynb @@ -1,5 +1,13 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "5ea8e5e8-6236-48f8-bebd-ec3a65531e1f", + "metadata": {}, + "source": [ + "# Lineplot" + ] + }, { "cell_type": "code", "execution_count": 1, @@ -155,10 +163,10 @@ " legend style={at={(0,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south west},\n", " ]\n", " \\addplot[] \n", - " \ttable[x=x,y=sin,col sep=comma]{test_results.csv};\n", + " \ttable[x=x,y=sin,col sep=comma]{line_results.csv};\n", " \\addlegendentry{sin};\n", " \\addplot[] \n", - " \ttable[x=x,y=cos,col sep=comma]{test_results.csv};\n", + " \ttable[x=x,y=cos,col sep=comma]{line_results.csv};\n", " \\addlegendentry{cos};\n", " \\end{axis}\n", " \\end{tikzpicture}\n", @@ -170,7 +178,7 @@ ], "source": [ "# save the data as \".csv\" and get the latex figure code\n", - "Lplt.export(f_name=\"test_results.csv\")" + "Lplt.export(f_name=\"line_results.csv\")" ] } ], diff --git a/plotLaTeX/__init__.py b/plotLaTeX/__init__.py index ee05065..99fd691 100644 --- a/plotLaTeX/__init__.py +++ b/plotLaTeX/__init__.py @@ -1,3 +1,4 @@ from .line_plot import LinePlot +from .hist_plot import HistPlot -__all__ = ["LaTeXplot"] +__all__ = ["LaTeXplot", "HistPlot"] diff --git a/plotLaTeX/hist_plot.py b/plotLaTeX/hist_plot.py new file mode 100644 index 0000000..66d6aee --- /dev/null +++ b/plotLaTeX/hist_plot.py @@ -0,0 +1,85 @@ +import pandas as pd +import numpy as np + + +class HistPlot: + def __init__(self, bins=10): + # self.config = config + self.bins = bins + self.data_stack = dict() + self.data = dict() + self.hist_name_list = list() + + self.xlabel = "x-label" + self.ylabel = "Count" + + def data_info(self): + print("Current data stack:") + self.DF = pd.DataFrame(self.data_stack) + print(self.DF.head()) + + def add_histdata(self, vals, name): + # save to data without x ticks + self.data[name] = vals + # get count 'cnt' of x axis value 'xs' + cnt, xs = np.histogram(vals, self.bins) + xs = (xs[:-1] + xs[1:]) / 2 + self.hist_name_list.append(name) + self.data_stack[f"{name}xs"] = xs + self.data_stack[f"{name}cnt"] = cnt + self.data_info() + + def add_axis_labels(self, xlabel, ylabel): + self.xlabel = xlabel + self.ylabel = ylabel + + def export(self, path="", f_name="hist_results.csv"): + self.f_name = f_name + print("**Export**\n") + self.data_info() + pd.DataFrame(self.data_stack).to_csv(path + f_name, index=False) + print("\n***********") + print("LaTeX code:") + print("***********\n") + self.LaTeXcode() + + def LaTeXcode(self, imports=False, caption="Caption of the histogram."): + if imports: + print("\tDon´t forget to import the packages:\n") + print(r"\usepackage{graphicx}") + print(r"\usepackage{tikz,pgfplots}") + print("\n*\t*********\n") + print(r"\begin{figure}[h]") + print(r" \centering") + print(r" \tikzstyle{every node}=[font=\footnotesize]") + print(r" \begin{tikzpicture}") + print(r" \begin{axis}[") + print(f" ylabel={self.ylabel},") + print(f" xlabel={self.xlabel},") + print(r" % xtick={0,1,...,10},") + print(r" width=7.5cm,") + print(r" height=3cm,") + print(r" at={(0cm,0cm)},") + print(r" scale only axis,") + print(r" axis background/.style={fill=white},") + print(r" grid=both,") + print(r" legend columns = " + str(len(self.hist_name_list)) + ",") + print( + r" legend style={at={(0,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south west}," + ) + print(r" ]") + # plot all y_list components + for yn in self.hist_name_list: + print(r" \addplot[ybar,fill, fill opacity=0.3, black] ") + print( + f" table[x={yn}xs,y={yn}cnt,col sep=comma]" + + r"{" + + f"{self.f_name}" + + "};" + ) + print(r" \addlegendentry{" + yn + r"};") + print(r" \end{axis}") + print(r" \end{tikzpicture}") + print(r" \caption{" + caption + "}") + print(r" \label{fig:" + caption + "}") + print(r"\end{figure}") diff --git a/plotLaTeX/line_plot.py b/plotLaTeX/line_plot.py index dee2d3c..49485e1 100644 --- a/plotLaTeX/line_plot.py +++ b/plotLaTeX/line_plot.py @@ -30,7 +30,7 @@ def add_yvals(self, y_vals, y_name): print(f"Added {y_name} with {len(y_vals)} entries.") self.data_info() - def export(self, path="", f_name="test_results.csv"): + def export(self, path="", f_name="line_results.csv"): self.f_name = f_name print("**Export**\n") self.data_info() From fb21707f78c82dcf4278254a3602b600c3e03126 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Thu, 5 Dec 2024 10:59:02 +0100 Subject: [PATCH 02/14] add hist and upd readme --- .gitignore | 4 ++-- README.md | 11 ++++++++++- examples/HistPlot.ipynb | 11 +++++++---- images/example_hist_plot.png | Bin 0 -> 457625 bytes 4 files changed, 19 insertions(+), 7 deletions(-) create mode 100644 images/example_hist_plot.png diff --git a/.gitignore b/.gitignore index a492284..001ff92 100644 --- a/.gitignore +++ b/.gitignore @@ -4,6 +4,6 @@ plotLaTeX.egg-info/ *.ipynb_checkpoints engineering.ipynb *.csv -images/line_latex.png -images/line_python.png +images/*_latex.png +images/*_python.png *.drawio diff --git a/README.md b/README.md index 17fa729..88ca4d0 100644 --- a/README.md +++ b/README.md @@ -11,6 +11,15 @@ The `plotLaTeX` package is a recent project to make exporting Python data to a L Figure 1: Direct conversion of a Python Matplotlib plot to LaTeX. The coloring, line style and other parameters can be adjusted.

+**Hist plot example** + +

+ Fig2 +

+

+ Figure 2: Direct conversion of a Python Matplotlib plot to LaTeX. The coloring, line style and other parameters can be adjusted. +

+ ## Installation At the moment, no [pip](https://pypi.org/) release is available. Probably in the future... @@ -20,7 +29,7 @@ To use the package 1. **Clone the repository** Open a terminal or command prompt and clone the repository using the following command: ```bash - git https://github.com/JacobTh98/plotLaTeX.git + git clone https://github.com/JacobTh98/plotLaTeX.git 2. **Navigate to the directory** Change into the directory of the cloned repository: diff --git a/examples/HistPlot.ipynb b/examples/HistPlot.ipynb index eec7d38..12586dd 100644 --- a/examples/HistPlot.ipynb +++ b/examples/HistPlot.ipynb @@ -39,13 +39,13 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 6, "id": "4a3a395f-3d36-44b1-aaf1-2390ff599f6b", "metadata": {}, "outputs": [ { "data": { - "image/png": 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HpB671YTTVZ8NyDYios7sdjtmzpyJmTNnYtu2bdDr9aipqcHMmTPh8Xh63Hfu3LkoKirCSy+9hIKCAoiiiNLS0k771dXVYdq0abjiiiuwadOmWB4OACaQRNQNtUaLLJ0hJmW3xKTU2HLardj/+gZ4Gk9CZT2Jpn1vwq5Wx6Qur8uF5qZGWCwW5OfHJkklougpKSmBXC7Hvn37MHz4cABAa2srTpw4gW9/+9s4fvw4mpubsWrVKhQWFgIADhw4EFRG+5A7fr8/sKy5uRkVFRV46aWXcPXVVwMAPv74407119bWYtq0abjkkkuwZcsWyGSxf8SFCSQRUQi8LidS3a2YeUEGmjNUKBmnRUZmbK4ONjS2YMeeU3A6nTEpn4iiS61W46677sKSJUug0+lgMBjw6KOPBhK54cOHQ6FQYN26dbjnnntQXl6Op556KqiMoqIiCIKAt99+G3PmzEF6ejpycnKg0+mwadMm5Ofno6amBg8//HDQfrW1tZg6dSqKioqwevVqNDY2Btbl5eXF7JiZQBIRhUGToYQvPRW6LBXUmthcgfQ4+2/GDaKBotFkT+h6nnvuOdhsNsydOxeZmZl44IEHYDabAQB6vR5bt27FI488grVr1+Liiy/G6tWrcd111wX2Hzp0KFasWIGHH34Yd9xxB37yk59g69at2LFjB+677z6UlpZi9OjRWLt2LaZOnRrY77333kNlZSUqKyuDHtoBAEmSIjqWUDCBJCIiooSlUqkgz8zFG0ebEMn4jJGQZ+ZCpVKFtY9arcarr76KV199NbBsyZIlgZ9vueUW3HLLLUH7dEzwli9fjuXLlwctmzFjBo4dO9btfrfffntgOKD+xASSiIiIEpZGo8GiJcsG5FzYgxkTSCIiIkpoGo2GCV2C4Uw0RERERBSWuCaQH330EebOnYuCggIIgoA333wzsM7r9eKhhx7CuHHjkJGRgYKCAvzkJz9BXV1dUBnFxcUQBCHotWrVqn4+EiIiIqLkEdcE0m6346KLLsL69es7rXM4HDh06BCWL1+OQ4cO4Y033kBFRUXQE0vtnnzySZw+fTrwuvfee/sjfCIiIqKkFNc+kLNnz8bs2bO7XKfRaPDee+8FLXvxxRdx2WWXoaamJjBQJwBkZmbGdKwjIiIi6h+xHHqG2kSjjQfUQzRmsxmCIARNMg4Aq1atwlNPPYXhw4fjRz/6ERYvXozU1O4Pze12w+12B95bLBYAgCiKgTkmE5UoipAkKeHj7C9sj2DRaA9JkiAIACABMTmRt5Ufq99bp/jPffWtZAiCAEAABBkkCIjd15wAQZDFpI34NxOM7dFZvNokJSUFkiTBbrcjLS2tX+vuTXvCNViSW7vdDkmSkJKS0un3HOrvfcAkkC6XCw899BBuueUWZGVlBZbfd999uPjii6HVavHJJ59g6dKlOH36NJ5//vluy1q5ciVWrFjRaXljYyNcLldM4o8WURRhNpshSVK/TFWU6NgewaLRHiaTCQZdDrJkXqj8tihHCEDmhUGXA5PJFJPfWef4JSglFyACgBB5wTIvCgqGIkUjIC3PC7/KAI8iNgOJC5kpKCpxwOl0oqGhIapl828mGNujs3i2iVwuR319PURRRFpa2pl/2uKrPZmWyWQJEU9fSJIEl8uFhoYGKJVKNDc3d9rGag1trM0BkUB6vV784Ac/gCRJ2LBhQ9C6srKywM/jx4+HQqHAz372M6xcuRJKpbLL8pYuXRq0n8ViQWFhIfR6fVBymohEUYQgCNDr9TzZge3RUTTaQxRFNDS3QinKgZToJ0gW0YGG5lZkZ2fDYIj+XNud4pckQAIcMjXQh5O/RXSgrq4WfrUMrvoKpOTroJB7ohj5WZK1Ed9UfYX09PSotxH/ZoKxPTqLZ5vo9XoYjUY0NTX1a729aU8gBwutVoshQ4Z0mRCHevU34RPI9uTxm2++wQcffNBrgjd58mT4fD5UV1dj9OjRXW6jVCq7TC5lMtmA+IAIgjBgYu0PbI9gfW0PQRDO3O0V+pRw9VADJOlsnFEvvav4BeHsK/KSz9y+kgBJhACpL9czeyFBksSYthH/Zs5ie3QWzzYpKCjAkCFD4PV6+73uroiiiObmZuh0ukHxGZHL5UhJSel2fajHmNAJZHvy+NVXX+HDDz+ETqfrdZ/Dhw9DJpPF5MoGERERxV5KSkqPSU5/EkURcrkcaWlpgyKBjJa4JpA2mw2VlZWB9ydPnsThw4eh1WqRn5+P73//+zh06BDefvtt+P1+1NfXA2i79KpQKLB3717s27cP06ZNQ2ZmJvbu3YvFixfjtttuQ05OTrwOi4iIiGhQi2sCeeDAAUybNi3wvr1f4vz58/HEE0/grbfeAgBMmDAhaL8PP/wQU6dOhVKpxI4dO/DEE0/A7XZjxIgRWLx4cVD/RiIiIiKKrrgmkFOnTu3xkfjeHpe/+OKL8emnn0Y7LCIiIiLqAW/mExEREVFYmEASERERUVgS+ilsIhqcPG43jEZjTMo2Go3wemMzPiMREbVhAklE/crlsOHI0SN4dv3LSE9Pj3r5DrsNX56oxLAp7t43JiKiiDCBJKJ+5XW74BEF5FxwJQz5w6Jefn1NJdxfHIfP64t62f3J5/OjsbERp0+fjmq5kiTBZDIFZhtRqVTQaDRRrYOIBj8mkEQUFxlZOcjSRX/Af2trYk2BFgm7y4PW5kb8/Q8v4l9abXQLFwRkaYfA0mIEJAnyzFwsWrKMSSQRhYUJJBFRgvF4fUhP8eP6UjXGluRFtWwJgEnIRrYENJnseONoExwOBxNIIgoLE0giogSly0xHvi4rqmWKEiDzqWBIFc/M5W2NavlElByYQBLRgOe0W+F1OQEANnMLfB43bKZmWDIyAEiAzAuL6ADOpEyRsLY2we/1AlBGJWYiooGMCSQRDWhOuxX7X9+AVHcrAMBhMUFlPYmaXa+gUa2GIAgoKBiKurraXme36rEepxOW2ir4R4+NVuhERAMWE0giGtC8LidS3a247gI1sjPTYTPJ8HWGCiXjtMjI1ECCAKg0wDAPBESeQFbXNeMvp9wQRX8UoyciGpiYQBLRoJCdmY7cbDWUohPN6anQZamg1qghAfAo0qBQZPThBjbQYrFHK1QiogGPUxkSERERUViYQBIRERFRWJhAEhEREVFY2AeSiCiJudweGI3GmNfDKROJBhcmkEREScpid+Ho0SMQf7cKqvT0mNbFKROJBhcmkEREScrp8UEuunFDqRrFBfqY1dPIKROJBh0mkERESS5Xo4r6lImdccpEosGED9EQERERUViYQBIRERFRWJhAEhEREVFYmEASERERUViYQBIRERFRWJhAEhEREVFY4ppAfvTRR5g7dy4KCgogCALefPPNoPWSJOGxxx5Dfn4+0tPTMWPGDHz11VdB27S0tODWW29FVlYWsrOzcdddd8Fms/XjURAREREll7gmkHa7HRdddBHWr1/f5fpnn30Wa9euxcaNG7Fv3z5kZGRg5syZcLlcgW1uvfVWfPHFF3jvvffw9ttv46OPPsLdd9/dX4dARERElHTiOpD47NmzMXv27C7XSZKENWvWYNmyZfiv//ovAMAf/vAHDBkyBG+++SZuvvlmfPnll9i5cyf279+PSZMmAQDWrVuHOXPmYPXq1SgoKOi3YyEiIiJKFgk7E83JkydRX1+PGTNmBJZpNBpMnjwZe/fuxc0334y9e/ciOzs7kDwCwIwZMyCTybBv3z7ccMMNXZbtdrvhdrsD7y0WCwBAFEWIohijI4oOURQhSVLCx9lf2B7BotEekiRBEABAAiQparGdSyYIUSxfgiAIkCBAansHCLJz3p999Y0AQSYDOpQfG211SRAgRrkS8Uyzi1JbWwlCbOo5lwQAgpCQf6s8h3TGNgmWbO0R6nEmbAJZX18PABgyZEjQ8iFDhgTW1dfXw2AwBK1PTU2FVqsNbNOVlStXYsWKFZ2WNzY2Bt0eT0SiKMJsNkOSJMhkfAaK7REsGu1hMplg0OUgS+aFyh/9/sRaJTC6pBg5CjE65cu8KCgYCqg08CjSIGakIC1vNPwqAzwKNSQAvlQ1AEDoQzWpGhlGjBqL1JxCpEkpgfJjQZHjQ8mYcXCmGdDgi24dIgCzmA7JDzgVOgwrGQ1bqi7q9ZzLJMiQpW37bCXa3ynPIZ2xTYIlW3tYraFNO5qwCWQsLV26FGVlZYH3FosFhYWF0Ov1yMqK9XywfSOKIgRBgF6vT4oPcm/YHsGi0R6iKKKhuRVKUQ6kRD+paHEDFVXVGOWRIS0K5VtEB+rqaoFhHigUGXDbm+Cqr0BKvg4KuSdwlVDhaelTAukzN+Bk5ZfwFafAVV8ZKD8WPK21qDp+FOkzS2BIjXICKQGCBOhTbDB6mvGfqgqofcUwpMqjWk9wnRZYWozIzs7u9E9/vPEc0hnbJFiytUdaWlpI2yVsApmXlwcAMBqNyM/PDyw3Go2YMGFCYJuGhoag/Xw+H1paWgL7d0WpVEKpVHZaLpPJBsSHQxCEARNrf2B7BOtrewiCcObOsoAz97KjTpSkKJbfdmu07SY22m4sS2LgfdsWZ1+RkyCJItBF+dHXVpcACbIYVCIIgExoaytJil09gfoAQJICn81Ew3NIZ2yTYMnUHqEeY8K2xIgRI5CXl4ddu3YFllksFuzbtw9TpkwBAEyZMgUmkwkHDx4MbPPBBx9AFEVMnjy532MmIiIiSgZxvQJps9lQWVkZeH/y5EkcPnwYWq0Ww4cPx/3334+nn34a5513HkaMGIHly5ejoKAA119/PQBg7NixmDVrFhYsWICNGzfC6/Vi0aJFuPnmm/kENhEREVGMxDWBPHDgAKZNmxZ4394vcf78+di6dSsefPBB2O123H333TCZTLjqqquwc+fOoPvz27Ztw6JFizB9+nTIZDLMmzcPa9eu7fdjISIiIkoWcU0gp06dCqmHYTwEQcCTTz6JJ598sttttFottm/fHovwiIiIiKgLCfsQDRF1z2w2w+FwdFouSRJMJlPgqcFIGI1GeL3RebrYabfC63IGLbOZW+DzuGEzNcOSkdHnOqytTfB7vX0uh4iIQscEkmiAMZvNeObZF9Bs7ZxACgJg0OWgobk14jG6HXYbvjxRiWFT3L1v3AOn3Yr9r29Aqrs1uHyLCSrrSdTsegWN6r4PUeN0OmGprYJvcm6fyyIiotBElECOHDkS+/fvh06nC1puMplw8cUX4+uvv45KcETUmcPhQLPVAe2FV0Gt0XZYKyFL5m0bwzHCQWbqayrh/uI4fF5fn+L0upxIdbfiugvUyM5MDyy3mWT4OkOFknFaZGRq+lQHAFTXNeMvp9wQfX2Ll4iIQhdRAlldXQ2/399pudvtRm1tbZ+DIqLeqTVaZOk6DMosSW2zu6SoIx5j0draFIXozsrOTEdu9tkrjUrRieb0VOiyVFBr+n4FssVi73MZiUiSRDicDlhtoc0KESpRApxIgUue2LNuEVFiCyuBfOuttwI/v/vuu9Bozl498Pv92LVrF4qLi6MWHBFRMvL5fPC4PTj8xXE0NHQ/LWtkBCCnGOn2Wmjyhke5bCJKFmElkO3jLwqCgPnz5wetk8vlKC4uxm9+85uoBUdElIxEvw8SAGVOHjTDiqJatgQBrtQsOFurkeHrfCeJiCgUYSWQoigCaJslZv/+/cjNZad1IqJYkcuVUKr6/qT6uSQAPkmB2MziTUTJIqI+kCdPnox2HEREREQ0QEQ8jM+uXbuwa9cuNDQ0BK5Mttu8eXOfAyMiIiKixBRRArlixQo8+eSTmDRpEvLz8yMesJiIiIiIBp6IEsiNGzdi69at+PGPfxzteIiIiIgowcki2cnj8eCKK66IdixERERENABElED+9Kc/xfbt26MdCxERERENABHdwna5XNi0aRPef/99jB8/HnK5PGj9888/H5XgiIiIiCjxRJRAHjlyBBMmTAAAlJeXB63jAzVEREREg1tECeSHH34Y7TiIiIiIaICIqA8kERERESWviK5ATps2rcdb1R988EHEARERERFRYosogWzv/9jO6/Xi8OHDKC8vx/z586MRFxERERElqIgSyBdeeKHL5U888QRsNlufAiIiIiKixBbVPpC33XYb58EmIiIiGuSimkDu3bsXaWlp0SySiIiIiBJMRLewb7zxxqD3kiTh9OnTOHDgAJYvXx6VwIiIaPBwuT0wGo0xr0elUkGj0cS8HqJkF1EC2fGPUyaTYfTo0XjyySdx7bXXRiUwIiIaHCx2F44ePQLxd6ugSk+PaV3yzFwsWrKMSSRRjEWUQG7ZsiXacXSruLgY33zzTafl//3f/43169dj6tSp2LNnT9C6n/3sZ9i4cWN/hUhERD1wenyQi27cUKpGcYE+ZvU0mux442gTHA4HE0iiGIsogWx38OBBfPnllwCACy+8EBMnToxKUOfav38//H5/4H15eTm+853v4KabbgosW7BgAZ588snAe5VKFfU4iIiob3I1KuTrsmJcizXG5RMREGEC2dDQgJtvvhm7d+9GdnY2AMBkMmHatGnYsWMH9Pro/YfZsaxVq1ahpKQE3/72twPLVCoV8vLyolYnEREREXUvoqew7733XlitVnzxxRdoaWlBS0sLysvLYbFYcN9990U7xgCPx4PXXnsNd955Z9BMONu2bUNubi5KS0uxdOlSOByOmMVARERElOwiugK5c+dOvP/++xg7dmxg2QUXXID169fH9CGaN998EyaTCbfffntg2Y9+9CMUFRWhoKAAR44cwUMPPYSKigq88cYb3ZbjdrvhdrsD7y0WCwBAFEWIohiz+KNBFEVIkpTwcfaXZGwPSZLQ9v+TBEhSx5VnX30gE4Suyw+LBEEQIEGAFLwUEGSdlkdOgCCTAWfK61j+ua9o1RPd+LuqSoDsnGOKprNt0fa7Ec4cixizg0E/1gNAEMI6JyTjOaQ3bJNgydYeoR5nRAmkKIqQy+Wdlsvl8pg28Msvv4zZs2ejoKAgsOzuu+8O/Dxu3Djk5+dj+vTpqKqqQklJSZflrFy5EitWrOi0vLGxES6XK/qBR5EoijCbzZAk6cwXTHJLxvYwmUww6HKQJfNC5e8485MEpeQCRADofr76nmiVwOiSYuQoxC7KD4PMi4KCoYBKA4/i7PiwYkYK0vJGw68ywKNQR17+GakaGUaMGgshMw8ehaZT+RIAX2pbPZG1SHA9qTmFSJNSohZ/V9K0hRh1wQSk5gyFR6GNatkSAL+kBHKK4Uk3YFjJaNhSdWjwxeZYAMCp0PVLPSZBhixt299IqOeDZDyH9IZtEizZ2sNqDa0fcUQJ5DXXXINf/OIX+N///d9AMldbW4vFixdj+vTpkRTZq2+++Qbvv/9+j1cWAWDy5MkAgMrKym4TyKVLl6KsrCzw3mKxoLCwEHq9HllZse7g3TeiKEIQBOj1+qT4IPcmGdtDFEU0NLdCKcqBlA5fxpIESIBDpgaEyNKlFjdQUVWNUR4Z0jqWHwaL6EBdXS0wzAOFIiOw3G1vgqu+Ain5OijknojLb+czN+Bk5ZeQxudCofZ3Kr/9gpfC09KnBLK9Hl9xClz1lVGLvyuullOoPHYYvov0UOQqo1q2BMArqYDWaijSgf9UVUDtK4YhtfNFgWg57Wnul3pEyQJLixHZ2dkwGAyh7ZOE55DesE2CJVt7hDohTEQJ5IsvvojrrrsOxcXFKCwsBACcOnUKpaWleO211yIpsldbtmyBwWDAd7/73R63O3z4MAAgPz+/222USiWUys4nZZlMNiA+HMKZ21sDIdb+kGztIQjCmTvLQtdJoiCcfUVIlKTuyw9Z263EthulQUsBSey0PHISJFHEmZvXXZYvnPOKRj3Rjb+rqtpvl8WmjrYy23430pljkcXsYNCP9QCQpMA5IeT9kuwcEgq2SbBkao9QjzGiBLKwsBCHDh3C+++/j+PHjwMAxo4dixkzZkRSXK9EUcSWLVswf/58pKaeDbmqqgrbt2/HnDlzoNPpcOTIESxevBjf+ta3MH78+JjEQkRERJTswkogP/jgAyxatAiffvopsrKy8J3vfAff+c53AABmsxkXXnghNm7ciKuvvjqqQb7//vuoqanBnXfeGbRcoVDg/fffx5o1a2C321FYWIh58+Zh2bJlUa2faLBx2q3wupxdrrOZW+DzuGEzNcOSkdHlNqGwtjbB7/VGvD8RESWusBLINWvWYMGCBV32E9RoNPjZz36G559/PuoJ5LXXXgupi6dBCwsLO81CQ0Q9c9qt2P/6BqS6W7tc77CYoLKeRM2uV9CojrwPpNPphKW2Cr7JuRGXQUREiSmsBPLzzz/Hr3/9627XX3vttVi9enWfgyKi2PG6nEh1t+K6C9TIzuw8L7HNJMPXGSqUjNMiIzPy6eCq65rxl1NuiD5fX8IlIqIEFFYCaTQauxy+J1BYaioaGxv7HBQRxV52ZjpysztfYVSKTjSnp0KXpYJaE/kVyBaLvS/hERFRAgvrcaKhQ4eivLy82/VHjhzp8elnIiIiIhr4wroCOWfOHCxfvhyzZs3qNE6Q0+nE448/ju9973tRDZCIiChULrcHRqMx5O0lSYLJZAqM9RcqlUoFjSbyLh5EA11YCeSyZcvwxhtv4Pzzz8eiRYswevRoAMDx48exfv16+P1+PProozEJlIiIqCcWuwtHjx6B+LtVUKV37t/bJUFAlnYILC3GsKbulGfmYtGSZUwiKWmFlUAOGTIEn3zyCX7+859j6dKlgSejBUHAzJkzsX79egwZMiQmgRIREfXE6fFBLrpxQ6kaxQX6kPaRAJiEbGRLoQ8032iy442jTXA4HEwgKWmFPZB4UVER/vGPf6C1tRWVlZWQJAnnnXcecnJyYhEfERFRWHI1KuTrQpuWVpQAmU8FQ6oY5iw5oc0XTDRYRTQTDQDk5OTg0ksvjWYsRERERDQADP5JHYmIiIgoqphAEhEREVFYmEASERERUVgi7gNJRF0zm81wOBwxK99oNMLr9cSsfCIiot4wgSSKIrPZjGeefQHN1tglkA67DV+eqMSwKe6Y1UFERNQTJpBEUeRwONBsdUB74VVQa7QxqaO+phLuL47D5/XFpHwiIqLeMIEkigG1RossnSEmZVtbm2JSLiUXv88Hp8MJn98Hh90Bqy264xrK5XKkKdN635CIBiQmkEREScbv88HY2ICvjRY0t5rx78NHUP2NOqp1qBRyXH3l5UwiiQYpJpBERElGEv3wSwKUOfmQpzVBPaQIGkNu1Mr3uJ1wNNbA6/UygSQapJhAEhElqVSFAkJKChTKdChVGVEt2xnV0ogo0XAcSCIiIiIKCxNIIiIiIgoLE0giIiIiCgsTSCIiIiIKCxNIIiIiIgoLE0giIiIiCgsTSCIiIiIKS0InkE888QQEQQh6jRkzJrDe5XJh4cKF0Ol0UKvVmDdvHoxGYxwjJiIiIhr8EjqBBIALL7wQp0+fDrw+/vjjwLrFixfj73//O/785z9jz549qKurw4033hjHaImIiIgGv4SfiSY1NRV5eXmdlpvNZrz88svYvn07rrnmGgDAli1bMHbsWHz66ae4/PLL+ztUIiIioqSQ8AnkV199hYKCAqSlpWHKlClYuXIlhg8fjoMHD8Lr9WLGjBmBbceMGYPhw4dj7969PSaQbrcbbrc78N5isQAARFGEKIqxO5goEEURkiQlfJz9JdHaQ5IkCAIASIAkxawemSB0XYcknX11HyUEQYAEAV1tJUEABFm360MnQJDJgA7lRK/8ruvpWP65r2jVE934u6pKgKyLtouGQFsIbeV39Tvqex0CAAGiBIhS23vhTJuJsfuziKge8cyfSzhxtbWfkFDnnmhKtPNqvCVbe4R6nAmdQE6ePBlbt27F6NGjcfr0aaxYsQJXX301ysvLUV9fD4VCgezs7KB9hgwZgvr6+h7LXblyJVasWNFpeWNjI1wuVzQPIepEUYTZbIYkSWe+YJJborWHyWSCQZeDLJkXKr8tJnVolcDokmLkKMQu6pCglFyACABC1wXIvCgoGAqoNPAo0jqtFjNSkJY3Gn6VAR6FOuI4UzUyjBg1FkJmHjwKTdTL766ejuVLAHypbfV00yJh1ZOaU4g0KSVq8XclTVuIURdMQGrOUHgU2qiWLQGQBBnS8s6HTDMUI0Z5Ov2O+sonqYAcN1qQDacvHU6FDsNKRsOWqkODLzZtBiCiekQAZjEdkj/0Pl0mQYYsbdvfeyKcd6It0c6r8ZZs7WG1WkPaLqETyNmzZwd+Hj9+PCZPnoyioiL86U9/Qnp6esTlLl26FGVlZYH3FosFhYWF0Ov1yMrK6lPMsSaKIgRBgF6vT4oPcm8SrT1EUURDcyuUohxIic0XZYsbqKiqxiiPDGkd65AkQAIcMjXOXArtxCI6UFdXCwzzQKHI6LTebW+Cq74CKfk6KOSeiOP0mRtwsvJLSONzoVD7o15+d/V0LL/9wpLC09KnBLK9Hl9xClz1lVGLvyuullOoPHYYvov0UOQqo1q2BMDpToGr/gRS/FKXv6M+1+F0AK3V0GIIMlP9OO1pxn+qKqD2FcOQKo9aPR1FUo8oAYIE6FNskIX4ARElCywtRmRnZ8NgMPQh4sSUaOfVeEu29khL63xhoSsJnUB2lJ2djfPPPx+VlZX4zne+A4/HA5PJFHQV0mg0dtln8lxKpRJKZeeTskwmGxAfDuHM7a2BEGt/SKT2EAThzN1jodsELhpESeq+DkE4++o6yrZb7WduNHaxFpDEbteHToIkikCHcqJXftf1dFW+cM4rGvVEN/6uqmq/XRabOtp6WbSV39XvqO/lt90olwmATGh7L51ps1CTtEjrjaQe4Uycoe7T1n5S4NwzGCXSeTURJFN7hHqMA6olbDYbqqqqkJ+fj0suuQRyuRy7du0KrK+oqEBNTQ2mTJkSxyiJiIiIBreEvgL5y1/+EnPnzkVRURHq6urw+OOPIyUlBbfccgs0Gg3uuusulJWVQavVIisrC/feey+mTJnCJ7CJiIiIYiihE8j//Oc/uOWWW9Dc3Ay9Xo+rrroKn376KfR6PQDghRdegEwmw7x58+B2uzFz5kz87ne/i3PURJFz2q3wupw9bmMzt8DnccNmaoYlo2MfRgmQeWERHejuhq21tQl+rzc6ARMRUVJK6ARyx44dPa5PS0vD+vXrsX79+n6KiCh2nHYr9r++Aanu1h63c1hMUFlPombXK2hUBz9EIwgCCgqGoq6uFlI3Q/k4nU5Yaqvgm5wbtdiJiCi5JHQCSZRMvC4nUt2tuO4CNbIzux9lwGaS4esMFUrGaZGRGTz0igQBUGmAYZ5uR/arrmvGX065Ifp8UY2fiIiSBxNIogSTnZmO3OzuhwBSik40p6dCl6WCWhO8nQTAo0iDQpHR7VO1LRZ79IIl6obf54Pd1vZZszsc8Pl9cNgdsNpCG2OuN3K5HGnK0IYbIaLoYwJJRERR5fN6YGww4l/7DyFVLsfXRiuaW8349+EjqP4mOuOjqhRyXH3l5XFLIl1uD4xGY7/UpVKpoNFEb6B3omhgAklERFEl+n3wSwLS9MORoc5CJhohT6uHekgRNIa+9731uJ1wNNbA6/XGJYG02F04evQIxN+tgqoPk1qESp6Zi0VLljGJpITCBJKIiGJCoUyDUpUBeZoNQkoKFMp0KFWdZz+KRM9jFcSW0+ODXHTjhlI1igv0Ma2r0WTHG0eb4HA4mEBSQmECSUREFIFcjQr5uv6Y/jY6/UaJomlAzURDRERERPHHBJKIiIiIwsIEkoiIiIjCwgSSiIiIiMLCBJKIiIiIwsIEkoiIiIjCwgSSiIiIiMLCBJKIiIiIwsIEkoiIiIjCwploKOmYzWY4HI6YlG00GuH1emJSNhERUaJgAklJxWw245lnX0CzNTYJpMNuw5cnKjFsijsm5RMRESUCJpCUVBwOB5qtDmgvvApqjTakfVwOG7xuV0jbemurYf/sc5gajVAqlGHFZm1tgt/rDWsfIiKieGACSUlJrdEiS2fodTun3YrD72xFqrs1pHIdFhNU1pOo2fUKGtXqsGJyOp2w1FbBNzk3rP2IiIj6GxNIoh54XU6kultx3QVqZGem97q9zSTD1xkqlIzTIiNTE1Zd1XXN+MspN0SfL9JwiYiI+gUTSKIQZGemIze79yuKStGJ5vRU6LJUUGvCuwLZYrFHGh4REVG/4jA+RERERBQWJpBEREREFBYmkEREREQUFiaQRERERBSWhE4gV65ciUsvvRSZmZkwGAy4/vrrUVFREbTN1KlTIQhC0Ouee+6JU8RERNQf/D4f7DY7rDZr4GV3OODz++CwO4KW9/ZyupxdLneFOP4rUTJK6Kew9+zZg4ULF+LSSy+Fz+fDI488gmuvvRbHjh1DRkZGYLsFCxbgySefDLxXqVTxCJeIiPqBz+uBscGIf+0/hFS5PLD8a6MVza1m/PvwEVR/E+ooCAKQUwy0VgOQgtaoFHJcfeXlSFOmRSt0okEjoRPInTt3Br3funUrDAYDDh48iG9961uB5SqVCnl5ef0dHhERxYHo98EvCUjTD0eGOiuwPBONkKfVQz2kCBpDaAPySxDgS89FaoYSwjkJpMfthKOxBl6vN+4JpMvtgdFojHk9KpUKGk1449dS8kroBLIjs9kMANBqg6eg27ZtG1577TXk5eVh7ty5WL58eY9XId1uN9zus3MVWywWAIAoihBFMQaRR48oipAkKeHj7C/htockSRAEAJAASeptcwASBEGAFPTV0uPWgCALeftgAgSZDOhl357qkM55RVpP346h93qiV37X9XQsP7Q2Ca+e6MbfVVUCZCF8FiIRaAuhrfxQPnPh19GxjaJbT3v5cmU6FKqzd6PkaXbI5HIolKqg5T2XBUCRBoWggtChDicEiBIgSh33ESCcOb6O66LNbHejvLwc2zf8Gqr03icz6Au5Wof/fuARZGZm8nvmHMn2vRvqcQ6YBFIURdx///248sorUVpaGlj+ox/9CEVFRSgoKMCRI0fw0EMPoaKiAm+88Ua3Za1cuRIrVqzotLyxsREuV2L3eRFFEWazGZIknfmCSW7htofJZIJBl4MsmRcqv633CmReFBQMBVQaeBS9X4UQM1KQljcafpUBHkV4A4mnamQYMWoshMw8eBTdXwXoqQ4JgC+1bZnQxb6h1NOXYwilnmiV3109HcsPpU3CqSc1pxBpUkrU4u9KmrYQoy6YgNScofAoQpuzPVQSAEmQIS3vfMg0QzFilKfXz1y4Ov4OQv1sR1p+u0jq6e7z4ZNUQI4bLciG0xecuDkVOgwrGQ1bqg4Nvth8Btq1wIMRI4oxZ9JIGLRZve8QIYvdjU+qnTh9+jScTie/Z86RbN+7Vqs1pO0GTAK5cOFClJeX4+OPPw5afvfddwd+HjduHPLz8zF9+nRUVVWhpKSky7KWLl2KsrKywHuLxYLCwkLo9XpkZcXuDzQaRFGEIAjQ6/VJ8UHuTbjtIYoiGppboRTlQErvJ36L6EBdXS0wzAOFovcrGm57E1z1FUjJ10Eh94R0DO185gacrPwS0vhcKNT+iOpovxii8LR0myz1Vk9fjiGUeqJVfnf1dCw/lDYJpx5fcQpc9ZVRi78rrpZTqDx2GL6L9FDkKqNatgTA6U6Bq/4EUvxSSJ+5cHX8HYT62Y60/HaR1NPd50NyOoDWamgxBJmpwWWd9jTjP1UVUPuKYUiVI5ba6yqYUYxRObFLVuslJ3a2GJGdnQ2DwcDvmXMk2/duWlpoXTYGRAK5aNEivP322/joo48wbNiwHredPHkyAKCysrLbBFKpVEKp7HxSlslkA+LDIZy5vTUQYu0P4bSHIAhn7lwLOHMvu7c92m57t900C2VrQBJD3j6YBEkUgV727a0O4ZxXJPX07Rh6ryd65XddT1fl994m4dUT3fi7qqr9dlls6mjrxdFWfiifufDL79hG0a2n+89QZPV09flo7wAhEwCZ0HF7CdKZ+juui7b+qqvtMyEFzqf8ngmWTO0R6jEmdAIpSRLuvfde/PWvf8Xu3bsxYsSIXvc5fPgwACA/Pz/G0RERERElp4ROIBcuXIjt27fjb3/7GzIzM1FfXw8A0Gg0SE9PR1VVFbZv3445c+ZAp9PhyJEjWLx4Mb71rW9h/PjxcY6eiIiIaHBK6ARyw4YNANoGCz/Xli1bcPvtt0OhUOD999/HmjVrYLfbUVhYiHnz5mHZsmVxiJaIiIgoOSR0Ain1MsxKYWEh9uzZ00/REBERERGQ4FMZEhEREVHiSegrkEQ9MZvNsNvtMJlMgWEWemM0GuGw22BtbQqpDmtrE/xeb19DJSIiGlSYQNKAZDab8eJzT8Nra0aWdggsLcaQZpZxOJ1oOnYMzsZvIA9hrCun0wlLbRV8k0ObFo2IaKBqnzJRkqSw/jEPF6dMHByYQFLCMZvNcDgcPW5jNBphbjiF60szkaZLh7ooM6RJ0hz2FIyWqZA9TAdFevfTXbarrmvGX065Ifp8IcdPRDTQWOwuHD16BOLvVkGlUoX1j3m45Jm5WLRkGZPIAY4JJCUUs9mMZ559Ac3WnhNIh92GpmPHMFaRBe0wEWitRiizHXs9HngdFmSrlVBl9j6rQ4vFHmLkREQDl9Pjg1x044ZSNYoK9DAJ2ciW+jr4fmeNJjveONoEh8PBBHKAYwJJCcXhcKDZ6oD2wqug1nQ/B7C1tQnOxm+QlZcLVe5QpGYoQ7oCaTO3wNfYFPJk8UREySRXo0KeNgsynwqGVDFGs9+ENtcyJTYmkJSQ1BotsnSGHreRp6VBnq6CXJkGhaAK6T9lj6vnK5tERETUOw7jQ0RERERhYQJJRERERGFhAklEREREYWECSURERERhYQJJRERERGHhU9hERERd8Pt8sNs6jwVrdzjg8/vgsDtgtUU+JI1cLkeasvcZsYgSERNIIiKiDnxeD4wNRvxr/yGkyuVB6742WtHcasa/Dx9B9Te9T0jQHZVCjquvvJxJJA1ITCCJiIg6EP0++CUBafrhyFBnBa3LRCPkafVQDymCxpAbUfketxOOxhp4vV4mkDQgMYEkIiLqhkKZBqUqI2iZPM0GISUFCmV6p3XhcPY1OKI4YgJJREQUB931sTxXX/pbso8lxRITSCIion7WUx/Lc/WlvyX7WFIsMYEkIiLqZz31sTxXpP0tE7mPpcvtgdFojHk9KpUKGo0m5vUkKyaQCcBsNsPhcIS0rSRJMJlMEEURgiCEVY/X64W8h/90o6Uv9RiNRjjsNlhbm3rcztraBL/XG1EdRESJoqs+lufqS3/LROxjabG7cPToEYi/WwVVenpM65Jn5mLRkmVMImOECWScmc1mvPjc0/Bae06YAgQBWdohsLQYAUkKuR6X24Mvjn+FcRecD0UMk8i+1uNwOtF07Bicjd9Antb9f81OpxOW2ir4J+v7Ei4REfUjp8cHuejGDaVqFBfE7vzdaLLjjaNNcDgcTCBjhAlknDkcDnitTbhxXCb02b3/dykBMAnZyJaAcK4/HqtuwPHPTZg7Jq3Pf7Qujxs+r6/LdcdrmlB+qAkzis5DYV5m2GU77CkYLVMhe5gOinRVt9tV1zXjL6fcEH1dx0FERIkrV6NCvq77W/fREfkg79Q7JpAJQp+dEdIfkygBMp8KhlQRsjAySGOrDUDf/2hdbhf++a9DcHi6vn3c3uG7quorWFtOh12+1+OB12FBtloJVWb3HcZbLD0/uUhERESxwwRykHG5XfB20TcwWlNv2W122JwuZOSNgELZuf9KXwfYtZlb4GtsgiiKEcdIREQUrYd1env2IFkf1mECOYi0XR38tMurg9Gaesvr8aCpuQXnDTu/yw7dfR1g1+MK7WEiIiKi7kT1YZ1enj1I1od1Bk0CuX79ejz33HOor6/HRRddhHXr1uGyyy6Ld1j9yuv1wuHxIl0/vNPVwWhMvQXwCiERESW+aD6s09OzB40mO7YfqMPJkycxZMiQPtXTm0S70jkoEsg//vGPKCsrw8aNGzF58mSsWbMGM2fOREVFBQwGQ7zDC9JxyB6j0QiH0wmb3Q6rsvdOjaIEOJECK6yd+kDabXaIfn+XV/+iNfUWrxASEQ0Mocx0065jN6fuvmfO1R8z3XTXLas37cejSgXUPXy3hnIMPT17kMzDEg2KBPL555/HggULcMcddwAANm7ciHfeeQebN2/Gww8/HOfozjKbzXjm2RfQbD2bhDnsNjQdO4aP5aegVStDKEUAcoqB1mq0/V90Vvvt5axhfDKZiCiZhTrTTbvgbk6Z3X7PnCvWM9301C2rN6F22+rrMSTzsEQDPoH0eDw4ePAgli5dGlgmk8kwY8YM7N27t8t93G433G534L3ZbAaAQCfZWDEajahvboWyYCyUGW1D3EiWVshqjqEV6fCLoSWQKV4l/GIWOv5huzw2GM1uyGqMSFfZgtb9p9EEn8+PmtNNcLgiH4DbYTPDaPVC8Z9GpLd0vhrZ13p6K7+repzyHEjWBvR0ogu3/K7qCeV4wi0/krp6rkOAkOnrsT16q6cvxxBKPdEqv7t6Opffe5uEU09tkwmOKMbflbomMyQIqG1qBVJro1y6AHeqGkarFxBao3Je6Kjj7yBa55/uym8XWT1dfz56+pxG43giOdeFU5fDZkadxQdRkw5lSvdDorUzCwDkSrRCDUHM6vZ7pp3o9cDT1Ij0L6qhygj9ytuJUy1weX34stoIq9PT8zHYnag43QKFWg+ZXBFyHUDn4+mK6PXA19oCXbURGaru20gCYBY8MEnmTrewvzGa4fNLsLm8sDjcXe0eFVanB26PFxaLBekxvtJpsVgAtD081CNpgKutrZUASJ988knQ8iVLlkiXXXZZl/s8/vjjEto+E3zxxRdffPHFF198dXidOnWqx/xrwF+BjMTSpUtRVlYWeC+KIlpaWqDT6cKeHrC/WSwWFBYW4tSpU8jKivUgrImP7RGM7dEZ2yQY2yMY26MztkmwZGsPSZJgtVpRUFDQ43YDPoHMzc1FSkpKp7GejEYj8vLyutxHqVRCqQy+XZydnR2rEGMiKysrKT7IoWJ7BGN7dMY2Ccb2CMb26IxtEiyZ2iOUfpayfogjphQKBS655BLs2rUrsEwURezatQtTpkyJY2REREREg9OAvwIJAGVlZZg/fz4mTZqEyy67DGvWrIHdbg88lU1ERERE0TMoEsgf/vCHaGxsxGOPPYb6+npMmDABO3fujPmgnvGgVCrx+OOPd7oFn6zYHsHYHp2xTYKxPYKxPTpjmwRje3RNkKTentMmIiIiIjprwPeBJCIiIqL+xQSSiIiIiMLCBJKIiIiIwsIEkoiIiIjCwgRygHvnnXcwefJkpKenIycnB9dff328Q4o7t9uNCRMmQBAEHD58ON7hxE11dTXuuusujBgxAunp6SgpKcHjjz8Oj6fn+WcHk/Xr16O4uBhpaWmYPHky/v3vf8c7pLhZuXIlLr30UmRmZsJgMOD6669HRUVFvMNKGKtWrYIgCLj//vvjHUrc1NbW4rbbboNOp0N6ejrGjRuHAwcOxDusuPD7/Vi+fHnQ+fOpp57qfX7oJDIohvFJVq+//joWLFiAX/3qV7jmmmvg8/lQXl4e77Di7sEHH0RBQQE+//zzeIcSV8ePH4coivj973+PUaNGoby8HAsWLIDdbsfq1avjHV7M/fGPf0RZWRk2btyIyZMnY82aNZg5cyYqKipgMBjiHV6/27NnDxYuXIhLL70UPp8PjzzyCK699locO3YMGRkZ8Q4vrvbv34/f//73GD9+fLxDiZvW1lZceeWVmDZtGv7v//4Per0eX331FXJycuIdWlz8+te/xoYNG/DKK6/gwgsvxIEDB3DHHXdAo9Hgvvvui3d4iaHHmbIpYXm9Xmno0KHS//zP/8Q7lITyj3/8QxozZoz0xRdfSACkzz77LN4hJZRnn31WGjFiRLzD6BeXXXaZtHDhwsB7v98vFRQUSCtXroxjVImjoaFBAiDt2bMn3qHEldVqlc477zzpvffek7797W9Lv/jFL+IdUlw89NBD0lVXXRXvMBLGd7/7XenOO+8MWnbjjTdKt956a5wiSjy8hT1AHTp0CLW1tZDJZJg4cSLy8/Mxe/bspL4CaTQasWDBArz66qtQqVTxDichmc1maLXaeIcRcx6PBwcPHsSMGTMCy2QyGWbMmIG9e/fGMbLEYTabASApPg89WbhwIb773e8GfVaS0VtvvYVJkybhpptugsFgwMSJE/HSSy/FO6y4ueKKK7Br1y6cOHECAPD555/j448/xuzZs+McWeJgAjlAff311wCAJ554AsuWLcPbb7+NnJwcTJ06FS0tLXGOrv9JkoTbb78d99xzDyZNmhTvcBJSZWUl1q1bh5/97GfxDiXmmpqa4Pf7O81GNWTIENTX18cpqsQhiiLuv/9+XHnllSgtLY13OHGzY8cOHDp0CCtXrox3KHH39ddfY8OGDTjvvPPw7rvv4uc//znuu+8+vPLKK/EOLS4efvhh3HzzzRgzZgzkcjkmTpyI+++/H7feemu8Q0sYTCATzMMPPwxBEHp8tfdtA4BHH30U8+bNwyWXXIItW7ZAEAT8+c9/jvNRRE+o7bFu3TpYrVYsXbo03iHHXKhtcq7a2lrMmjULN910ExYsWBCnyClRLFy4EOXl5dixY0e8Q4mbU6dO4Re/+AW2bduGtLS0eIcTd6Io4uKLL8avfvUrTJw4EXfffTcWLFiAjRs3xju0uPjTn/6Ebdu2Yfv27Th06BBeeeUVrF69OmkT6q7wIZoE88ADD+D222/vcZuRI0fi9OnTAIALLrggsFypVGLkyJGoqamJZYj9KtT2+OCDD7B3795Oc5VOmjQJt95666D6ow+1TdrV1dVh2rRpuOKKK7Bp06YYR5cYcnNzkZKSAqPRGLTcaDQiLy8vTlElhkWLFuHtt9/GRx99hGHDhsU7nLg5ePAgGhoacPHFFweW+f1+fPTRR3jxxRfhdruRkpISxwj7V35+ftD3CQCMHTsWr7/+epwiiq8lS5YErkICwLhx4/DNN99g5cqVmD9/fpyjSwxMIBOMXq+HXq/vdbtLLrkESqUSFRUVuOqqqwAAXq8X1dXVKCoqinWY/SbU9li7di2efvrpwPu6ujrMnDkTf/zjHzF58uRYhtjvQm0ToO3K47Rp0wJXqGWy5LjpoFAocMkll2DXrl2Boa1EUcSuXbuwaNGi+AYXJ5Ik4d5778Vf//pX7N69GyNGjIh3SHE1ffp0HD16NGjZHXfcgTFjxuChhx5KquQRAK688spOwzqdOHFiUH2fhMPhcHQ6X6akpATu/hETyAErKysL99xzDx5//HEUFhaiqKgIzz33HADgpptuinN0/W/48OFB79VqNQCgpKQkaa+y1NbWYurUqSgqKsLq1avR2NgYWJcMV+HKysowf/58TJo0CZdddhnWrFkDu92OO+64I96hxcXChQuxfft2/O1vf0NmZmagL6hGo0F6enqco+t/mZmZnfp/ZmRkQKfTJWW/0MWLF+OKK67Ar371K/zgBz/Av//9b2zatClp7lp0NHfuXDzzzDMYPnw4LrzwQnz22Wd4/vnnceedd8Y7tMQR78fAKXIej0d64IEHJIPBIGVmZkozZsyQysvL4x1WQjh58mTSD+OzZcsWCUCXr2Sxbt06afjw4ZJCoZAuu+wy6dNPP413SHHT3Wdhy5Yt8Q4tYSTzMD6SJEl///vfpdLSUkmpVEpjxoyRNm3aFO+Q4sZisUi/+MUvpOHDh0tpaWnSyJEjpUcffVRyu93xDi1hCJLEYdWJiIiIKHTJ0SGKiIiIiKKGCSQRERERhYUJJBERERGFhQkkEREREYWFCSQRERERhYUJJBERERGFhQkkEREREYWFCSQRUYzdfvvtgSkVQ1FdXQ1BEHD48OE+1Tt16lTcf//9fSqDiKgrTCCJiIiIKCxMIImIiIgoLEwgiYjC0NjYiLy8PPzqV78KLPvkk0+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" ] @@ -56,8 +56,11 @@ ], "source": [ "plt.figure(figsize=(7.5, 3))\n", - "plt.hist(data1, bins=20, color=\"C0\", alpha=0.5, edgecolor=\"black\")\n", - "plt.hist(data2, bins=20, color=\"C1\", alpha=0.5, edgecolor=\"black\")\n", + "plt.hist(data1, bins=20, label=\"data1\", color=\"C0\", alpha=0.5, edgecolor=\"black\")\n", + "plt.hist(data2, bins=20, label=\"data2\", color=\"C1\", alpha=0.5, edgecolor=\"black\")\n", + "plt.xlabel(\"x-label\")\n", + "plt.ylabel(\"Count\")\n", + "plt.legend()\n", "plt.grid(alpha=0.3)\n", "plt.show()" ] diff --git a/images/example_hist_plot.png b/images/example_hist_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..143a5a761b163e81f759b0bea90c2ced301b35a0 GIT binary patch literal 457625 zcmbrmxvuNl)*g6_0t$vvPAV)oGY((}b-|ueD2k*cO6+?k23xW3Ns)YmiYuw7sK=<# zui&`ez@f*~+WVe+VK^}U4eq72D7Ld1;~U@j#{9oD<@Rs?&HwRl{`ljMfBU%e#vgzD zZ~ylnfBY}Zzy4og&wu^@{{8i_vKv*69mmKAmS$Dic& z=eIuzEbpfIPm=$WAcQ)N=do+ySJ)rE)ArXFa(5JU9sWs(^xrV}>OXim{wK-7Z?B?V 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Fig1

- Figure 1: Direct conversion of a Python Matplotlib plot to LaTeX. The coloring, line style and other parameters can be adjusted. + Figure 1: [Line plot example](examples/LinePlot.ipynb)

-**Hist plot example** +**Histogram**

Fig2

- Figure 2: Direct conversion of a Python Matplotlib plot to LaTeX. The coloring, line style and other parameters can be adjusted. + Figure 1: [Histogram plot example](examples/HistPlot.ipynb)

## Installation diff --git a/plotLaTeX/hist_plot.py b/plotLaTeX/hist_plot.py index 66d6aee..d205048 100644 --- a/plotLaTeX/hist_plot.py +++ b/plotLaTeX/hist_plot.py @@ -57,6 +57,7 @@ def LaTeXcode(self, imports=False, caption="Caption of the histogram."): print(f" ylabel={self.ylabel},") print(f" xlabel={self.xlabel},") print(r" % xtick={0,1,...,10},") + print(r" % bar width=7pt,") print(r" width=7.5cm,") print(r" height=3cm,") print(r" at={(0cm,0cm)},") From f6706aa053997a652e60d16ff37f5b4d0351181d Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Thu, 5 Dec 2024 11:24:40 +0100 Subject: [PATCH 04/14] upd rm --- README.md | 12 +++--------- 1 file changed, 3 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index 6456ff4..ab01651 100644 --- a/README.md +++ b/README.md @@ -4,23 +4,18 @@ The `plotLaTeX` package is a recent project to make exporting Python data to a L ## Examples -**Line** +**[Line](examples/LinePlot.ipynb)**

Fig1

-

- Figure 1: [Line plot example](examples/LinePlot.ipynb) -

-**Histogram** +**[Histogram](examples/HistPlot.ipynb)**

Fig2

-

- Figure 1: [Histogram plot example](examples/HistPlot.ipynb) -

+ ## Installation @@ -47,7 +42,6 @@ To use the package ```bash pip install -e . - ## Call for Collaboration I welcome all ideas and new pull requests. From 0ceffbb9fa0c065714cef416b413d24cdf62d786 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Thu, 5 Dec 2024 13:04:10 +0100 Subject: [PATCH 05/14] added automatic linPlot x req skip --- plotLaTeX/line_plot.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/plotLaTeX/line_plot.py b/plotLaTeX/line_plot.py index 49485e1..daeb0b1 100644 --- a/plotLaTeX/line_plot.py +++ b/plotLaTeX/line_plot.py @@ -1,4 +1,5 @@ import pandas as pd +import numpy as np class LinePlot: @@ -6,6 +7,7 @@ def __init__(self): # self.config = config self.data_stack = dict() self.y_name_list = list() + self.x_vals = None def data_info(self): print("Current data stack:") @@ -22,6 +24,7 @@ def add_xvals(self, x_vals, x_axs_name="x"): self.data_info() def add_yvals(self, y_vals, y_name): + self.n_y_vals = len(y_vals) if y_name in self.y_name_list: print("Please use a different name to add more data.") else: @@ -31,6 +34,8 @@ def add_yvals(self, y_vals, y_name): self.data_info() def export(self, path="", f_name="line_results.csv"): + if self.x_vals == None: + self.data_stack["x"] = np.arange(self.n_y_vals) self.f_name = f_name print("**Export**\n") self.data_info() From 1e27d8ce56956803d7990cdb6d45aa00d1c46429 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Thu, 5 Dec 2024 13:28:15 +0100 Subject: [PATCH 06/14] hist update legend --- examples/HistPlot.ipynb | 7 ++++--- examples/LaTeX_layout.tex | 8 ++++---- images/example_hist_plot.png | Bin 457625 -> 397523 bytes plotLaTeX/hist_plot.py | 2 +- 4 files changed, 9 insertions(+), 8 deletions(-) diff --git a/examples/HistPlot.ipynb b/examples/HistPlot.ipynb index 12586dd..85f8e07 100644 --- a/examples/HistPlot.ipynb +++ b/examples/HistPlot.ipynb @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, "id": "4a3a395f-3d36-44b1-aaf1-2390ff599f6b", "metadata": {}, "outputs": [ @@ -167,6 +167,7 @@ " ylabel=Count,\n", " xlabel=x-label,\n", " % xtick={0,1,...,10},\n", + " % bar width=7pt,\n", " width=7.5cm,\n", " height=3cm,\n", " at={(0cm,0cm)},\n", @@ -176,10 +177,10 @@ " legend columns = 2,\n", " legend style={at={(0,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south west},\n", " ]\n", - " \\addplot[ybar,fill, fill opacity=0.3, black] \n", + " \\addplot[ybar,fill, fill opacity=0.3, black, ybar legend] \n", " \ttable[x=data1xs,y=data1cnt,col sep=comma]{hist_results.csv};\n", " \\addlegendentry{data1};\n", - " \\addplot[ybar,fill, fill opacity=0.3, black] \n", + " \\addplot[ybar,fill, fill opacity=0.3, black, ybar legend] \n", " \ttable[x=data2xs,y=data2cnt,col sep=comma]{hist_results.csv};\n", " \\addlegendentry{data2};\n", " \\end{axis}\n", diff --git a/examples/LaTeX_layout.tex b/examples/LaTeX_layout.tex index c55ef26..7cae148 100644 --- a/examples/LaTeX_layout.tex +++ b/examples/LaTeX_layout.tex @@ -24,7 +24,7 @@ \section*{Examples} \subsection{Multiple line plot} -\begin{figure}[h] +\begin{figure}[ht] \centering \tikzstyle{every node}=[font=\footnotesize] \begin{tikzpicture} @@ -63,8 +63,8 @@ \subsection{Histogram plot} ylabel=Count, xlabel=x-label, % xtick={0,1,...,10}, + % bar width=7pt, width=7.5cm, - bar width=1, height=3cm, at={(0cm,0cm)}, scale only axis, @@ -73,10 +73,10 @@ \subsection{Histogram plot} legend columns = 2, legend style={at={(0,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south west}, ] - \addplot[ybar,width=1,fill, fill opacity=0.3, red] + \addplot[ybar,fill, fill opacity=0.3, red, ybar legend] table[x=data1xs,y=data1cnt,col sep=comma]{hist_results.csv}; \addlegendentry{data1}; - \addplot[ybar,fill, fill opacity=0.3, black] + \addplot[ybar,fill, fill opacity=0.3, black, ybar legend] table[x=data2xs,y=data2cnt,col sep=comma]{hist_results.csv}; \addlegendentry{data2}; \end{axis} diff --git a/images/example_hist_plot.png b/images/example_hist_plot.png index 143a5a761b163e81f759b0bea90c2ced301b35a0..e21a1e60a33b830304cd5b24542f586a49f6c849 100644 GIT binary patch delta 327988 zcmbrmInV4`vmSPiUC-Cw6_!7C_ z{?~u=U;UrI{r*4wcmE3eUw;2bC_&PH!mvMKNWA|E=iw`gV$^^0Z-4*S|MvIa|Jh&t z>woe;{Qf`wy}$lX|Kacd#Xs^9KStjnjoMn^VC{`(`QV?TfBnz@;qU*)e>Q(Emy7tg zUOf2Zf&_cz|NZ~|A01znQp+d&_p&Eqzq|bvl+VlMe&OWTO?W5rG2(8_*ozzg2@~K? 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z3CIc?zOo$vl1{t~%3XZi@aTw6xT>aLYFfxC1b57;_SQl$W_7AFF;?(?>_?MPQht7> zrYj|D{7+3ezKkk15#(QHlralRN=mzXdpIn+$IGo+iM6FqM~-SYi>p1Nd`KF!u<(fM zKQ50Bn#uh$hSsF`q9hcmTaAb3$(1=bwunZ$9Jy59aT_g`t0)V4{1!(oOw@Yt#+SEJHh^Vjyab=*64;L zJHvflRqZTawvn92`lm$~)fXkDlp4MGC#C8Yx8*%IQJ=)jQi)k(L^f;6lw{D71j$exe%Reot(*~@j`cFog$BxDxSSbt>NA@mG7s+7!Ex~K~-GNozfq#5iOM-_#XaQ+)e37S +**[Boxplot](examples/BoxPlot.ipynb)** + +

    + Fig3 +

    + ## Installation diff --git a/examples/BoxPlot.ipynb b/examples/BoxPlot.ipynb new file mode 100644 index 0000000..aa5d6a3 --- /dev/null +++ b/examples/BoxPlot.ipynb @@ -0,0 +1,248 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e7646ba2-e592-4ab1-a3a8-ac5aa5e2d25a", + "metadata": {}, + "source": [ + "# Boxplot" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "2712725f-32ca-43e0-8105-2c7f1794d925", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "from plotLaTeX import BoxPlot\n", + "\n", + "np.random.seed(seed=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ac4adf05-3baf-40ae-8726-12da2ae52ea6", + "metadata": {}, + "outputs": [], + "source": [ + "apples = np.random.normal(130, 10, size=100)\n", + "onions = np.random.normal(80, 20, size=100)\n", + "tomatoes = np.random.normal(120, 30, size=100)\n", + "\n", + "fruit_weights = [\n", + " apples,\n", + " onions,\n", + " tomatoes,\n", + "]\n", + "labels = [\"apples\", \"onions\", \"tomatoes\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "294f0277-cafe-4624-acf9-85e7a2e73e0d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(7.5, 3))\n", + "plt.boxplot(fruit_weights, patch_artist=True, tick_labels=labels)\n", + "plt.xlabel(\"Ingredient\")\n", + "plt.ylabel(\"Weight\")\n", + "plt.grid(alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ca236205-8333-4a73-a4b7-c03ad57ec1c9", + "metadata": {}, + "outputs": [], + "source": [ + "Bplt = BoxPlot()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "14cb962e-759d-4fe5-8789-3916f9f3cb80", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "apples\n", + "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(148.52278184508938), 'upper_whisker': np.float64(103.80254895910255)}\n" + ] + } + ], + "source": [ + "Bplt.add_data(apples, \"apples\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "15e64c0a-75fe-40eb-a184-557ddb0c63b6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "apples\n", + "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(148.52278184508938), 'upper_whisker': np.float64(103.80254895910255)}\n", + "onions\n", + "{'median': np.float64(81.68214339893669), 'lower_quartile': np.float64(63.886789536848525), 'upper_quartile': np.float64(90.76340895325481), 'lower_whisker': np.float64(134.40338333179238), 'upper_whisker': np.float64(41.62457569401917)}\n" + ] + } + ], + "source": [ + "Bplt.add_data(onions, \"onions\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e8ef18a8-ca2b-4cbf-a69b-6dbed632f90c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "apples\n", + "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(148.52278184508938), 'upper_whisker': np.float64(103.80254895910255)}\n", + "onions\n", + "{'median': np.float64(81.68214339893669), 'lower_quartile': np.float64(63.886789536848525), 'upper_quartile': np.float64(90.76340895325481), 'lower_whisker': np.float64(134.40338333179238), 'upper_whisker': np.float64(41.62457569401917)}\n", + "tomatoes\n", + "{'median': np.float64(122.93087226956357), 'lower_quartile': np.float64(100.33669378132858), 'upper_quartile': np.float64(141.13312343712607), 'lower_whisker': np.float64(235.58194471964163), 'upper_whisker': np.float64(22.761979797927822)}\n" + ] + } + ], + "source": [ + "Bplt.add_data(tomatoes, \"tomatoes\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c4a9809a-55a8-4e46-b7de-761350ebc663", + "metadata": {}, + "outputs": [], + "source": [ + "Bplt.add_axis_labels(xlabel=\"Ingredients\", ylabel=\"Weight\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "84705902-e046-4b2b-84bd-b31afad96fe5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\begin{figure}[h]\n", + " \\centering\n", + " \\tikzstyle{every node}=[font=\\footnotesize]\n", + " \\begin{tikzpicture}\n", + " \\begin{axis}[\n", + " ylabel=Weight,\n", + " xlabel=Ingredients,\n", + " xtick={ 1, 2, 3 },\n", + " xticklabels={ apples, onions, tomatoes },\n", + " width=7.5cm,\n", + " height=3cm,\n", + " boxplot/draw direction = y,\n", + " at={(0cm,0cm)},\n", + " scale only axis,\n", + " axis background/.style={fill=white},\n", + " grid=both,\n", + "]\n", + " \\addplot[\n", + " fill,\n", + " fill opacity=0.7,\n", + " boxplot prepared={\n", + " median=128.73043708220285,\n", + " upper quartile=134.05952052012063,\n", + " lower quartile=123.99094329503548,\n", + " upper whisker=103.80254895910255,\n", + " lower whisker=148.52278184508938\n", + " },\n", + " ] coordinates {};\n", + " \\addplot[\n", + " fill,\n", + " fill opacity=0.7,\n", + " boxplot prepared={\n", + " median=81.68214339893669,\n", + " upper quartile=90.76340895325481,\n", + " lower quartile=63.886789536848525,\n", + " upper whisker=41.62457569401917,\n", + " lower whisker=134.40338333179238\n", + " },\n", + " ] coordinates {};\n", + " \\addplot[\n", + " fill,\n", + " fill opacity=0.7,\n", + " boxplot prepared={\n", + " median=122.93087226956357,\n", + " upper quartile=141.13312343712607,\n", + " lower quartile=100.33669378132858,\n", + " upper whisker=22.761979797927822,\n", + " lower whisker=235.58194471964163\n", + " },\n", + " ] coordinates {};\n", + " \\end{axis}\n", + " \\end{tikzpicture}\n", + " \\caption{Caption of the boxplot.}\n", + " \\label{fig:Caption of the boxplot.}\n", + "\\end{figure}\n" + ] + } + ], + "source": [ + "Bplt.LaTeXcode()" + ] + } + ], + "metadata": { + "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": "3.12.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/LaTeX_layout.tex b/examples/LaTeX_layout.tex index 7cae148..72e2888 100644 --- a/examples/LaTeX_layout.tex +++ b/examples/LaTeX_layout.tex @@ -4,6 +4,9 @@ \usepackage{tikz,pgfplots} \pgfplotsset{compat=1.18} +% boxplot +\usepgfplotslibrary{statistics} + \usepackage{siunitx} \pgfplotsset{compat=newest} @@ -17,7 +20,7 @@ \begin{document} \section*{Examples} -The following are some examples of applications of the plot\LaTeX package. +The following are some examples of applications of the plot\LaTeX\,package. \setcounter{section}{1} @@ -85,4 +88,64 @@ \subsection{Histogram plot} \label{fig:Caption of the histogram.} \end{figure} +\newpage +\subsection{Boxplot} + +\begin{figure}[h] + \centering + \tikzstyle{every node}=[font=\footnotesize] + \begin{tikzpicture} + \begin{axis}[ + ylabel=Weight, + xlabel=Ingredients, + xtick={ 1, 2, 3 }, + xticklabels={ apples, onions, tomatoes }, + width=7.5cm, + height=3cm, + boxplot/draw direction = y, + at={(0cm,0cm)}, + scale only axis, + axis background/.style={fill=white}, + grid=both, +] + \addplot[ + fill, + fill opacity=0.7, + boxplot prepared={ + median=128.73043708220285, + upper quartile=134.05952052012063, + lower quartile=123.99094329503548, + upper whisker=103.80254895910255, + lower whisker=148.52278184508938 + }, + ] coordinates {}; + \addplot[ + fill, + fill opacity=0.7, + boxplot prepared={ + median=81.68214339893669, + upper quartile=90.76340895325481, + lower quartile=63.886789536848525, + upper whisker=41.62457569401917, + lower whisker=134.40338333179238 + }, + ] coordinates {}; 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zTx;M{2bt}^Bfn6|viQ&(nTI-KEL<@wkUOjJifA0^#aCX8V|wS(udaeJ*rg~`i&MS1 zMBl!I7=2Ry^desdfRsI9hdtppyhX>vlrT)t8~QL=Gr?U?AY42^9RtTT>Z+{f^QFe$ z4ZQcyYgMCTJpbl#{WS&l)VmhRt)zAR)ex!BK+XLgXG}C_ITYfZh@e0OHIX8i@?F-< zQ21{D8GWhyL_KoQ1Y*OKq*HD>CWAGQJscB!9lK=avIJo--y(*cH2dCf1Tt~}go#oHsE|d@H;`?35=MY)!h^fyGAUHI2Y2()K zTrXb`UJ6>cRk&YyWPP=T$uSZK`@$#fO@zLY{)f*iScrrI5G+h~Ui=H)`1>Qry*Qfn z524+)4lvGUXz>)UH>XH9Ih@`Vcp=fu5x2b3d}Ut^X2G1PEOSU`xyBqmMx138vfS?{ zavbc}hugq^btCY>6bA+1%Pv3shYNnifkqg2#qoBm>aT;Qbr=8jQ0u5pls?g>#gZ4; z#DeDK(SnrIUDJF`UaCNb=Z;M2kw@;BNA%N&}$82F`G`cN<*9=1}t{ceQ zOyKp7a%kiItW|};liqW(^-Hq3z8|4acC4j;#)n}=BgU$>Z{HdJ_wa?F;IDNH(xmk6 zuXk|xlQ13k;A-(&l)k|5%8DbC5?h(E2@` zoYxozykY{BT>>VFq7=ya?Y>K7Gjw9ieYerFk0qN55eH`(2 zmY=Jt0xx37_~vwWb}e%XU#aZzV53taBY@rZ{^s@X2890vz);wj^KE{&u^d`7cA$y6}`R zu2zS2`0p$GA20u_pZ= q1 - 1.5 * iqr], default=np.min(data)) + upper_whisker = min(data[data <= q3 + 1.5 * iqr], default=np.max(data)) + return { + "median": median, + "lower_quartile": q1, + "upper_quartile": q3, + "lower_whisker": lower_whisker, + "upper_whisker": upper_whisker, + } + + +class BoxPlot: + def __init__(self, bins=10): + # self.config = config + self.data_names = list() + self.data = list() + self.xlabel = "x-label" + self.ylabel = "y-label" + + def data_info(self): + for ele, data in zip(self.data_names, self.data): + print(ele) + print(data) + + def add_data(self, data, x_name): + self.data_names.append(x_name) + self.data.append(calculate_props(data)) + self.data_info() + + def add_axis_labels(self, xlabel, ylabel): + self.xlabel = xlabel + self.ylabel = ylabel + + def export(self, path="", f_name="boxplot_results.csv"): + self.f_name = f_name + print("**Export**\n") + self.data_info() + print("\n***********") + print("LaTeX code:") + print("***********\n") + self.LaTeXcode() + + def LaTeXcode(self, imports=True, caption="Caption of the boxplot."): + if imports: + print("\tDon´t forget to import the packages:\n") + print(r"\usepackage{graphicx}") + print(r"\usepackage{tikz,pgfplots}") + print(r"\usepgfplotslibrary{statistics}") + print("\n*\t*********\n") + print(r"\begin{figure}[h]") + print(r" \centering") + print(r" \tikzstyle{every node}=[font=\footnotesize]") + print(r" \begin{tikzpicture}") + print(r" \begin{axis}[") + print(f" ylabel={self.ylabel},") + print(f" xlabel={self.xlabel},") + xtks = np.arange(1, len(self.data_names) + 1) + print(f" xtick={{ {', '.join(map(str, xtks))} }},") + print(f" xticklabels={{ {', '.join(self.data_names)} }},") + print(r" width=7.5cm,") + print(r" height=3cm,") + print(r" boxplot/draw direction = y,") + print(r" at={(0cm,0cm)},") + print(r" scale only axis,") + print(r" axis background/.style={fill=white},") + print(r" grid=both,") + print(r"]") + # plot all data points + for ele, data in zip(self.data_names, self.data): + print(r" \addplot[") + print(r" fill,") + print(r" fill opacity=0.7,") + print(r" boxplot prepared={") + print(f" median={data['median']},") + print(f" upper quartile={data['upper_quartile']},") + print(f" lower quartile={data['lower_quartile']},") + print(f" upper whisker={data['upper_whisker']},") + print(f" lower whisker={data['lower_whisker']}") + print(r" },") + print(r" ] coordinates {};") + + print(r" \end{axis}") + print(r" \end{tikzpicture}") + print(r" \caption{" + caption + "}") + print(r" \label{fig:" + caption + "}") + print(r"\end{figure}") From 4128e523a83e69e454e37d53eaa8e667ae812d20 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Mon, 9 Dec 2024 15:57:04 +0100 Subject: [PATCH 10/14] BoxPlot -bugfix --- examples/BoxPlot.ipynb | 32 ++++++++++++++++++++------------ plotLaTeX/__init__.py | 2 +- plotLaTeX/box_plot.py | 4 ++-- 3 files changed, 23 insertions(+), 15 deletions(-) diff --git a/examples/BoxPlot.ipynb b/examples/BoxPlot.ipynb index aa5d6a3..1897306 100644 --- a/examples/BoxPlot.ipynb +++ b/examples/BoxPlot.ipynb @@ -89,7 +89,7 @@ "output_type": "stream", "text": [ "apples\n", - "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(148.52278184508938), 'upper_whisker': np.float64(103.80254895910255)}\n" + "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(110.12431085399108), 'upper_whisker': np.float64(148.52278184508938)}\n" ] } ], @@ -108,9 +108,9 @@ "output_type": "stream", "text": [ "apples\n", - "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(148.52278184508938), 'upper_whisker': np.float64(103.80254895910255)}\n", + "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(110.12431085399108), 'upper_whisker': np.float64(148.52278184508938)}\n", "onions\n", - "{'median': np.float64(81.68214339893669), 'lower_quartile': np.float64(63.886789536848525), 'upper_quartile': np.float64(90.76340895325481), 'lower_whisker': np.float64(134.40338333179238), 'upper_whisker': np.float64(41.62457569401917)}\n" + "{'median': np.float64(81.68214339893669), 'lower_quartile': np.float64(63.886789536848525), 'upper_quartile': np.float64(90.76340895325481), 'lower_whisker': np.float64(41.62457569401917), 'upper_whisker': np.float64(129.26484224970574)}\n" ] } ], @@ -129,11 +129,11 @@ "output_type": "stream", "text": [ "apples\n", - "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(148.52278184508938), 'upper_whisker': np.float64(103.80254895910255)}\n", + "{'median': np.float64(128.73043708220285), 'lower_quartile': np.float64(123.99094329503548), 'upper_quartile': np.float64(134.05952052012063), 'lower_whisker': np.float64(110.12431085399108), 'upper_whisker': np.float64(148.52278184508938)}\n", "onions\n", - "{'median': np.float64(81.68214339893669), 'lower_quartile': np.float64(63.886789536848525), 'upper_quartile': np.float64(90.76340895325481), 'lower_whisker': np.float64(134.40338333179238), 'upper_whisker': np.float64(41.62457569401917)}\n", + "{'median': np.float64(81.68214339893669), 'lower_quartile': np.float64(63.886789536848525), 'upper_quartile': np.float64(90.76340895325481), 'lower_whisker': np.float64(41.62457569401917), 'upper_whisker': np.float64(129.26484224970574)}\n", "tomatoes\n", - "{'median': np.float64(122.93087226956357), 'lower_quartile': np.float64(100.33669378132858), 'upper_quartile': np.float64(141.13312343712607), 'lower_whisker': np.float64(235.58194471964163), 'upper_whisker': np.float64(22.761979797927822)}\n" + "{'median': np.float64(122.93087226956357), 'lower_quartile': np.float64(100.33669378132858), 'upper_quartile': np.float64(141.13312343712607), 'lower_whisker': np.float64(59.24572240027179), 'upper_whisker': np.float64(189.43975700020525)}\n" ] } ], @@ -161,6 +161,14 @@ "name": "stdout", "output_type": "stream", "text": [ + "\tDon´t forget to import the packages:\n", + "\n", + "\\usepackage{graphicx}\n", + "\\usepackage{tikz,pgfplots}\n", + "\\usepgfplotslibrary{statistics}\n", + "\n", + "*\t*********\n", + "\n", "\\begin{figure}[h]\n", " \\centering\n", " \\tikzstyle{every node}=[font=\\footnotesize]\n", @@ -185,8 +193,8 @@ " median=128.73043708220285,\n", " upper quartile=134.05952052012063,\n", " lower quartile=123.99094329503548,\n", - " upper whisker=103.80254895910255,\n", - " lower whisker=148.52278184508938\n", + " upper whisker=148.52278184508938,\n", + " lower whisker=110.12431085399108\n", " },\n", " ] coordinates {};\n", " \\addplot[\n", @@ -196,8 +204,8 @@ " median=81.68214339893669,\n", " upper quartile=90.76340895325481,\n", " lower quartile=63.886789536848525,\n", - " upper whisker=41.62457569401917,\n", - " lower whisker=134.40338333179238\n", + " upper whisker=129.26484224970574,\n", + " lower whisker=41.62457569401917\n", " },\n", " ] coordinates {};\n", " \\addplot[\n", @@ -207,8 +215,8 @@ " median=122.93087226956357,\n", " upper quartile=141.13312343712607,\n", " lower quartile=100.33669378132858,\n", - " upper whisker=22.761979797927822,\n", - " lower whisker=235.58194471964163\n", + " upper whisker=189.43975700020525,\n", + " lower whisker=59.24572240027179\n", " },\n", " ] coordinates {};\n", " \\end{axis}\n", diff --git a/plotLaTeX/__init__.py b/plotLaTeX/__init__.py index 54cacf7..2e16749 100644 --- a/plotLaTeX/__init__.py +++ b/plotLaTeX/__init__.py @@ -2,4 +2,4 @@ from .hist_plot import HistPlot from .box_plot import BoxPlot -__all__ = ["LaTeXplot", "HistPlot", "BoxPlot"] \ No newline at end of file +__all__ = ["LaTeXplot", "HistPlot", "BoxPlot"] diff --git a/plotLaTeX/box_plot.py b/plotLaTeX/box_plot.py index 8de72d3..bdb6776 100644 --- a/plotLaTeX/box_plot.py +++ b/plotLaTeX/box_plot.py @@ -7,8 +7,8 @@ def calculate_props(data): q1 = np.percentile(data, 25) q3 = np.percentile(data, 75) iqr = q3 - q1 - lower_whisker = max(data[data >= q1 - 1.5 * iqr], default=np.min(data)) - upper_whisker = min(data[data <= q3 + 1.5 * iqr], default=np.max(data)) + lower_whisker = data[data >= (q1 - 1.5 * iqr)].min() + upper_whisker = data[data <= (q3 + 1.5 * iqr)].max() return { "median": median, "lower_quartile": q1, From 28a2e924a09a586222fbc598b21f1fef6ee0f8d3 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Wed, 18 Dec 2024 12:37:03 +0100 Subject: [PATCH 11/14] tbd --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 4532bdb..1089ef6 100644 --- a/README.md +++ b/README.md @@ -22,6 +22,11 @@ The `plotLaTeX` package is a recent project to make exporting Python data to a L Fig3

    +**TBD** + +- Bar plot +- 3D scatter + ## Installation From 7d71bf575638711ce841fee7858ec2e6f9df062a Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Wed, 18 Dec 2024 16:11:49 +0100 Subject: [PATCH 12/14] added 3 bar plots --- README.md | 13 +- examples/BarPlot.ipynb | 524 ++++++++++++++++++++++++++++++++++ examples/LaTeX_layout.tex | 138 ++++++++- images/example_mbar_plot.png | Bin 0 -> 276893 bytes images/example_sbar_plot.png | Bin 0 -> 216287 bytes images/example_stbar_plot.png | Bin 0 -> 261753 bytes plotLaTeX/LaTeX_colors.py | 21 ++ plotLaTeX/__init__.py | 3 +- plotLaTeX/bar_plot.py | 127 ++++++++ 9 files changed, 817 insertions(+), 9 deletions(-) create mode 100644 examples/BarPlot.ipynb create mode 100644 images/example_mbar_plot.png create mode 100644 images/example_sbar_plot.png create mode 100644 images/example_stbar_plot.png create mode 100644 plotLaTeX/LaTeX_colors.py create mode 100644 plotLaTeX/bar_plot.py diff --git a/README.md b/README.md index 1089ef6..ef34bcf 100644 --- a/README.md +++ b/README.md @@ -22,9 +22,20 @@ The `plotLaTeX` package is a recent project to make exporting Python data to a L Fig3

    +**[Barplot](examples/BarPlot.ipynb)** + +

    + Fig4 +

    +

    + Fig5 +

    +

    + Fig6 +

    + **TBD** -- Bar plot - 3D scatter diff --git a/examples/BarPlot.ipynb b/examples/BarPlot.ipynb new file mode 100644 index 0000000..66d4368 --- /dev/null +++ b/examples/BarPlot.ipynb @@ -0,0 +1,524 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "0e5d95f5-b33e-4d68-8abd-9a8a762e4d37", + "metadata": {}, + "source": [ + "# Bar plots" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "43f2ed36-7d0f-41dc-b199-2991b366cdad", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "id": "3757fb5d-c0fa-4a84-b7d4-659e184aa65b", + "metadata": {}, + "source": [ + "## Barplot" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "eccc6618-bdcd-4c16-99ed-56c45e548b9c", + "metadata": {}, + "outputs": [], + "source": [ + "from plotLaTeX import Barplot" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3818906f-0d4e-473f-92e3-1a814c024319", + "metadata": {}, + "outputs": [], + "source": [ + "# create data\n", + "fruits = [\"Apples\", \"Bananas\", \"Cherries\"]\n", + "sales = [345, 234, 512]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ed6738e9-ef28-4d8f-8942-916df31ca3a1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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    2Cherries512
    \n", + "
    " + ], + "text/plain": [ + " categories sales\n", + "0 Apples 345\n", + "1 Bananas 234\n", + "2 Cherries 512" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# create a dataframe\n", + "data = {\"categories\": fruits, \"sales\": sales}\n", + "\n", + "df = pd.DataFrame(data)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "35278478-2171-40d9-b6e1-c788f9961444", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " categories sales\n", + "0 Apples 345\n", + "1 Bananas 234\n", + "2 Cherries 512\n" + ] + } + ], + "source": [ + "barplot = Barplot(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2c4196d3-f8ea-47c0-833c-3a011b628bec", + "metadata": {}, + "outputs": [], + "source": [ + "barplot.add_axis_labels(xlabel=\"Fruits\", ylabel=\"Sales\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b2fcc422-e511-4491-9edf-dfe5482a178b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\tDon´t forget to import the packages:\n", + "\n", + "\\usepackage{graphicx}\n", + "\\usepackage{tikz,pgfplots}\n", + "\\usepgfplotslibrary{statistics}\n", + "\n", + "*\t*********\n", + "\n", + "\\begin{figure}[ht]\n", + " \\centering\n", + " \\tikzstyle{every node}=[font=\\footnotesize]\n", + " \\begin{tikzpicture}\n", + " \\begin{axis}[\n", + " ylabel=Sales,\n", + " xlabel=Fruits,\n", + " xticklabels={Apples,Bananas,Cherries},\n", + " ybar,\n", + " bar width=0.5cm,\n", + " xtick=data,\n", + " width=7.5cm,\n", + " height=3cm,\n", + " at={(0cm,0cm)},\n", + " scale only axis,\n", + " axis background/.style={fill=white},\n", + " grid=both,\n", + " legend columns = 1,\n", + " legend style={at={(1,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south east},\n", + " ]\n", + "\n", + " \\addplot[fill=black!70!black,opacity=0.7] \n", + " coordinates {(1,345) (2,234) (3,512)};\n", + "\n", + " \\end{axis}\n", + " \\end{tikzpicture}\n", + " \\caption{Caption of the default barchart.}\n", + " \\label{fig:Caption of the default barchart.}\n", + "\\end{figure}\n" + ] + } + ], + "source": [ + "barplot.LaTeXcode()" + ] + }, + { + "cell_type": "markdown", + "id": "55131a72-28d4-4ab7-bfa3-93471bd6c02a", + "metadata": {}, + "source": [ + "## Multiple bar plots" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "26727340-5cda-429b-8d65-d7810a8271e9", + "metadata": {}, + "outputs": [], + "source": [ + "from plotLaTeX import MultipleBars" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a12bb314-a8b5-4f28-9328-5f7b6ef3e414", + "metadata": {}, + "outputs": [], + "source": [ + "# create data\n", + "categories = [\"Apples\", \"Bananas\", \"Cherries\"]\n", + "sales = {\n", + " \"2022\": [345, 234, 512],\n", + " \"2023\": [420, 304, 412],\n", + " \"2024\": [501, 324, 242],\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "294d1daf-aa8a-4cb4-aa37-d764b228f285", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bar_width = 0.15\n", + "\n", + "plt.figure(figsize=(7.5, 3))\n", + "x = np.arange(len(categories))\n", + "for i, (label, value) in enumerate(sales.items()):\n", + " plt.bar(\n", + " x + i * bar_width - ((len(sales) - 1) * bar_width / 2),\n", + " value,\n", + " width=bar_width,\n", + " label=label,\n", + " )\n", + "plt.xlabel(\"Fruits\")\n", + "plt.ylabel(\"Sales\")\n", + "plt.xticks(x, categories) # Set x-ticks to fruit names\n", + "plt.legend()\n", + "plt.grid(alpha=0.3)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e3d04b62-13c5-410c-af2f-bf58cd1276f5", + "metadata": {}, + "outputs": [], + "source": [ + "m_bar = MultipleBars(categories=categories, bars=sales)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "e36d8b29-46e3-4cc6-b5af-ad80f0d256f7", + "metadata": {}, + "outputs": [], + "source": [ + "m_bar.add_axis_labels(xlabel=\"Fruits\", ylabel=\"Sales\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ed08dbd0-6858-44f9-aa73-ce304c145751", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\begin{figure}[ht]\n", + "\\centering\n", + "\\tikzstyle{every node}=[font=\\footnotesize]\n", + "\\begin{tikzpicture}\n", + " \\begin{axis}[\n", + " ylabel=Sales,\n", + " xlabel=Fruits,\n", + " xtick={ 0, 1, 2 },\n", + " xticklabels={ Apples, Bananas, Cherries },\n", + " ybar,\n", + " bar width=0.3cm,\n", + " xtick=data,\n", + " width=7.5cm,\n", + " height=3cm,\n", + " at={(0cm,0cm)},\n", + " scale only axis,\n", + " axis background/.style={fill=white},\n", + " grid=both,\n", + " legend columns = 3,\n", + " legend style={at={(1,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south east},\n", + " ]\n", + " \\addplot[fill=black!70!black,opacity=0.7]\n", + " coordinates {(1,345) (2,234) (3,512)};\n", + " \\addlegendentry{2022};\n", + "\n", + " \\addplot[fill=blue!70!black,opacity=0.7]\n", + " coordinates {(1,420) (2,304) (3,412)};\n", + " \\addlegendentry{2023};\n", + "\n", + " \\addplot[fill=brown!70!black,opacity=0.7]\n", + " coordinates {(1,501) (2,324) (3,242)};\n", + " \\addlegendentry{2024};\n", + "\n", + "\n", + " \\end{axis}\n", + "\\end{tikzpicture}\n", + " \\caption{Caption of the barchart.}\n", + " \\label{fig:Caption of the barchart.}\n", + "\\end{figure}\n" + ] + } + ], + "source": [ + "m_bar.LaTeXcode()" + ] + }, + { + "cell_type": "markdown", + "id": "02d1bfb9-f246-4465-bb0a-8d68db56d452", + "metadata": {}, + "source": [ + "## Stacked bar plots" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e9c0d457-9f93-488b-9911-bc7201343778", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bar_width = 0.15\n", + "\n", + "plt.figure(figsize=(7.5, 3))\n", + "x = np.arange(len(categories))\n", + "for i, (label, value) in enumerate(sales.items()):\n", + " plt.bar(x, value, width=bar_width, label=label, alpha=0.4)\n", + "plt.xlabel(\"Fruits\")\n", + "plt.ylabel(\"Sales\")\n", + "plt.xticks(x, fruits) # Set x-ticks to fruit names\n", + "plt.legend()\n", + "plt.grid(alpha=0.3)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "dd5bd7f6-ee9d-42c2-b54a-c128f8c25bd1", + "metadata": {}, + "outputs": [], + "source": [ + "# just change the mode to stacked\n", + "m_bar = MultipleBars(categories=categories, bars=sales, mode=\"stacked\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "9f887a77-988c-43a6-b125-205d9b387cd8", + "metadata": {}, + "outputs": [], + "source": [ + "m_bar.add_axis_labels(xlabel=\"Fruits\", ylabel=\"Sales\")" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "d3e5cbc1-3e9c-4ca0-945e-21162a55c249", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\begin{figure}[ht]\n", + "\\centering\n", + "\\tikzstyle{every node}=[font=\\footnotesize]\n", + "\\begin{tikzpicture}\n", + " \\begin{axis}[\n", + " ylabel=Sales,\n", + " xlabel=Fruits,\n", + " xtick={ 0, 1, 2 },\n", + " xticklabels={ Apples, Bananas, Cherries },\n", + " ybar stacked,\n", + " bar width=0.3cm,\n", + " xtick=data,\n", + " width=7.5cm,\n", + " height=3cm,\n", + " at={(0cm,0cm)},\n", + " scale only axis,\n", + " axis background/.style={fill=white},\n", + " grid=both,\n", + " legend columns = 3,\n", + " legend style={at={(1,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south east},\n", + " ]\n", + " \\addplot[fill=black!70!black,opacity=0.7]\n", + " coordinates {(1,345) (2,234) (3,512)};\n", + " \\addlegendentry{2022};\n", + "\n", + " \\addplot[fill=blue!70!black,opacity=0.7]\n", + " coordinates {(1,420) (2,304) (3,412)};\n", + " \\addlegendentry{2023};\n", + "\n", + " \\addplot[fill=brown!70!black,opacity=0.7]\n", + " coordinates {(1,501) (2,324) (3,242)};\n", + " \\addlegendentry{2024};\n", + "\n", + "\n", + " \\end{axis}\n", + "\\end{tikzpicture}\n", + " \\caption{Caption of the barchart.}\n", + " \\label{fig:Caption of the barchart.}\n", + "\\end{figure}\n" + ] + } + ], + "source": [ + "m_bar.LaTeXcode()" + ] + } + ], + "metadata": { + "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": "3.12.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/LaTeX_layout.tex b/examples/LaTeX_layout.tex index a9dd027..b6b649c 100644 --- a/examples/LaTeX_layout.tex +++ b/examples/LaTeX_layout.tex @@ -115,8 +115,8 @@ \subsection{Boxplot} median=128.73043708220285, upper quartile=134.05952052012063, lower quartile=123.99094329503548, - upper whisker=103.80254895910255, - lower whisker=148.52278184508938 + upper whisker=148.52278184508938, + lower whisker=110.12431085399108 }, ] coordinates {}; \addplot[ @@ -126,8 +126,8 @@ \subsection{Boxplot} median=81.68214339893669, upper quartile=90.76340895325481, lower quartile=63.886789536848525, - upper whisker=41.62457569401917, - lower whisker=134.40338333179238 + upper whisker=129.26484224970574, + lower whisker=41.62457569401917 }, ] coordinates {}; \addplot[ @@ -137,8 +137,8 @@ \subsection{Boxplot} median=122.93087226956357, upper quartile=141.13312343712607, lower quartile=100.33669378132858, - upper whisker=22.761979797927822, - lower whisker=235.58194471964163 + upper whisker=189.43975700020525, + lower whisker=59.24572240027179 }, ] coordinates {}; \end{axis} @@ -147,4 +147,128 @@ \subsection{Boxplot} \label{fig:Caption of the boxplot.} \end{figure} -\end{document} \ No newline at end of file + +\subsection{Bar chart} + +\subsubsection{Default} + +\begin{figure}[ht] + \centering + \tikzstyle{every node}=[font=\footnotesize] + \begin{tikzpicture} + \begin{axis}[ + ylabel=Sales, + xlabel=Fruits, + xticklabels={Apples,Bananas,Cherries}, + ybar, + bar width=0.5cm, + xtick=data, + width=7.5cm, + height=3cm, + at={(0cm,0cm)}, + scale only axis, + axis background/.style={fill=white}, + grid=both, + legend columns = 1, + legend style={at={(1,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south east}, + ] + + \addplot[fill=black!70!black,opacity=0.7] + coordinates {(1,345) (2,234) (3,512)}; + + \end{axis} + \end{tikzpicture} + \caption{Caption of the default barchart.} + \label{fig:Caption of the default barchart.} +\end{figure} + + +\newpage +\subsubsection{Multiple} + +\begin{figure}[ht] +\centering +\tikzstyle{every node}=[font=\footnotesize] +\begin{tikzpicture} + \begin{axis}[ + ylabel=Sales, + xlabel=Fruits, + xtick={ 0, 1, 2 }, + xticklabels={ Apples, Bananas, Cherries }, + ybar, + bar width=0.3cm, + xtick=data, + width=7.5cm, + height=3cm, + at={(0cm,0cm)}, + scale only axis, + axis background/.style={fill=white}, + grid=both, + legend columns = 3, + legend style={at={(1,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south east}, + ] + \addplot[fill=black!70!black,opacity=0.7] + coordinates {(1,345) (2,234) (3,512)}; + \addlegendentry{2022}; + + \addplot[fill=blue!70!black,opacity=0.7] + coordinates {(1,420) (2,304) (3,412)}; + \addlegendentry{2023}; + + \addplot[fill=brown!70!black,opacity=0.7] + coordinates {(1,501) (2,324) (3,242)}; + \addlegendentry{2024}; + + + \end{axis} +\end{tikzpicture} + \caption{Caption of the barchart.} + \label{fig:Caption of the barchart.} +\end{figure} + + +\subsubsection{Stacked} + +\begin{figure}[ht] +\centering +\tikzstyle{every node}=[font=\footnotesize] +\begin{tikzpicture} + \begin{axis}[ + ylabel=Sales, + xlabel=Fruits, + xtick={ 0, 1, 2 }, + xticklabels={ Apples, Bananas, Cherries }, + ybar stacked, + bar width=0.3cm, + xtick=data, + width=7.5cm, + height=3cm, + at={(0cm,0cm)}, + scale only axis, + axis background/.style={fill=white}, + grid=both, + legend columns = 3, + legend style={at={(1,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south east}, + ] + \addplot[fill=black!70!black,opacity=0.7] + coordinates {(1,345) (2,234) (3,512)}; + \addlegendentry{2022}; + + \addplot[fill=blue!70!black,opacity=0.7] + coordinates {(1,420) (2,304) (3,412)}; + \addlegendentry{2023}; + + \addplot[fill=brown!70!black,opacity=0.7] + coordinates {(1,501) (2,324) (3,242)}; + \addlegendentry{2024}; + + + \end{axis} +\end{tikzpicture} + \caption{Caption of the barchart.} + \label{fig:Caption of the barchart.} +\end{figure} + + + +\end{document} diff --git a/images/example_mbar_plot.png b/images/example_mbar_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..bc59a804a310d0c9dad0dce1a16982d67af62fda GIT binary patch literal 276893 zcmdSBNv`W$mM#`{!!VwaZ3Bk80oX8JfHlRYD2bvZlAx)nN z%9B6*k=^`!`XfU?D8b)+p5GzoDUvJ`Rfb4T3&e`{E<=kKT-JVfAVPh zkF1PO+N&Hs`2AT4|Es|L&-k>i>pXFj@bv1*^{n_ORv@>WR9n~n$ZYUAe`N`N?UN|0 z$SrXjOn-V+xST=zf1+_}^K7dE7b!He!YM(Z*+0=M($HTzsj$qSm_Lzo*B}kr*Y6%j z`adRZ_rlA3U+uSs$roJ|(L`6IjgBelk*y7{MreO2ZCtN!bgQB{_h z@V~k+XxnP~>&wzA|Mhymo?2sN{MAk5#Pu(O`n${ASKL2;u3a(WPhZH@YVvwKe|s`5 zNI%~c!EYD;YNC4vaW(zi|4$6$Z^PME725mVwEcYX`=4aZZ<3sh_HX0(Ys9c}{`L3% z`8C@=@00&G%`JtQpI?`LWe$yhdA-)^9R0Sw#vmVl4f)SVb^ZL?62=(S;4!v+7>`&n5_~zOM@G+MIkL2T}HDtD%fHRbG*$A17%ra!%tA7?t`uZeT5c2nd>)*~|pZuI5O$B}MM|S+77=LoIOi%Rm%<;pNbh}_Ajz=_pB-0OH{beUkBCCqtd8D 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z@>_HFSh&RF##6qn;Sd@oUO99u4zRoX!~dI=0sfyuFS_!78n*fUeMo8a8ad2N=dnjg z7KH_GJ_rOk&)ojp#m0Ig=Dll1J!~lc;ah6?*4B?C^z`bU_q3o)kq0uqiHW=_cW4Bj z<-Lj9`)HZ;$i(6~%ZsGcJNJyEi?0*vPge-b>8EG082e$J)7jc&yvc@*1v!t&qhhnf z#J{?8&yi^p)_9rp#{BhDP+{|%{wlzL#Bf-=VEy6b{fgZD<|GlX0y_A*-hT+Bf&Wg> ze)p>W^gbDKY{0Mm*mPe1?>_Gf=>vW#Hq5ggXR3+Cj8$f{GU4fLp%S!P=^zr XH?hNFP%d8t3i!HxQ%#{*4(j(`cr1TB literal 0 HcmV?d00001 diff --git a/plotLaTeX/LaTeX_colors.py b/plotLaTeX/LaTeX_colors.py new file mode 100644 index 0000000..624c15e --- /dev/null +++ b/plotLaTeX/LaTeX_colors.py @@ -0,0 +1,21 @@ +latex_colors = [ + "black", + "blue", + "brown", + "cyan", + "darkgray", + "gray", + "green", + "lightgray", + "lime", + "magenta", + "olive", + "orange", + "pink", + "purple", + "red", + "teal", + "violet", + "white", + "yellow", +] diff --git a/plotLaTeX/__init__.py b/plotLaTeX/__init__.py index 2e16749..82eb1b5 100644 --- a/plotLaTeX/__init__.py +++ b/plotLaTeX/__init__.py @@ -1,5 +1,6 @@ from .line_plot import LinePlot from .hist_plot import HistPlot from .box_plot import BoxPlot +from .bar_plot import Barplot, MultipleBars -__all__ = ["LaTeXplot", "HistPlot", "BoxPlot"] +__all__ = ["LaTeXplot", "HistPlot", "BoxPlot", "Barplot", "MultipleBars"] diff --git a/plotLaTeX/bar_plot.py b/plotLaTeX/bar_plot.py new file mode 100644 index 0000000..a6df556 --- /dev/null +++ b/plotLaTeX/bar_plot.py @@ -0,0 +1,127 @@ +import numpy as np +from .LaTeX_colors import latex_colors + + +class Barplot: + def __init__(self, dataframe, mode="default"): + self.df = dataframe + self.mode = mode + self.xlabel = "x-label" + self.ylabel = "y-label" + self.x_labels = list(self.df.iloc[:, 0]) + self.data_info() + + def data_info(self): + print(self.df) + + def add_axis_labels(self, xlabel, ylabel): + self.xlabel = xlabel + self.ylabel = ylabel + + def set_mode(self, mode): + """ + mode= + - default + - multiple + - stacked + """ + self.bar_mode = mode + + def LaTeXcode(self, imports=True, caption="Caption of the default barchart."): + if imports: + print("\tDon´t forget to import the packages:\n") + print(r"\usepackage{graphicx}") + print(r"\usepackage{tikz,pgfplots}") + print(r"\usepgfplotslibrary{statistics}") + print("\n*\t*********\n") + + print(r"\begin{figure}[ht]") + print(r" \centering") + print(r" \tikzstyle{every node}=[font=\footnotesize]") + print(r" \begin{tikzpicture}") + print(r" \begin{axis}[") + print(f" ylabel={self.ylabel},") + print(f" xlabel={self.xlabel},") + print(f" xticklabels={{{','.join(self.x_labels)}}},") + print(r" ybar,") + print(r" bar width=0.5cm,") + print(r" xtick=data,") + print(r" width=7.5cm,") + print(r" height=3cm,") + print(r" at={(0cm,0cm)},") + print(r" scale only axis,") + print(r" axis background/.style={fill=white},") + print(r" grid=both,") + print(r" legend columns = 1,") + print( + r" legend style={at={(1,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south east}," + ) + print(r" ]") + print() + print(r" \addplot[fill=black!70!black,opacity=0.7] ") + coordinates = " ".join( + f"({i+1},{row['sales']})" for i, row in self.df.iterrows() + ) + print(f" coordinates {{{coordinates}}};") + # print(r" \addlegendentry{2015};") + print() + print(r" \end{axis}") + print(r" \end{tikzpicture}") + print(r" \caption{" + caption + "}") + print(r" \label{fig:" + caption + "}") + print(r"\end{figure}") + + +class MultipleBars: + def __init__(self, categories: list, bars: dict, mode="multiple"): + self.categories = categories + self.xlabel = "x-label" + self.ylabel = "y-label" + self.xticks = np.arange(len(categories)) + self.bars = bars + self.mode = mode + + def add_axis_labels(self, xlabel, ylabel): + self.xlabel = xlabel + self.ylabel = ylabel + + def LaTeXcode(self, imports=True, caption=f"Caption of the barchart."): + print(r"\begin{figure}[ht]") + print(r"\centering") + print(r"\tikzstyle{every node}=[font=\footnotesize]") + print(r"\begin{tikzpicture}") + print(r" \begin{axis}[") + print(f" ylabel={self.ylabel},") + print(f" xlabel={self.xlabel},") + print(f" xtick={{ {', '.join(map(str, self.xticks))} }},") + print(f" xticklabels={{ {', '.join(self.categories)} }},") + if self.mode == "multiple": + print(r" ybar,") + elif self.mode == "stacked": + print(r" ybar stacked,") + print(r" bar width=0.3cm,") + print(r" xtick=data,") + print(r" width=7.5cm,") + print(r" height=3cm,") + print(r" at={(0cm,0cm)},") + print(r" scale only axis,") + print(r" axis background/.style={fill=white},") + print(r" grid=both,") + print(f" legend columns = {len(self.bars)},") + print( + r" legend style={at={(1,1.05)}, legend cell align=left, align=left, draw=white!15!black, mark options={draw=none}, anchor=south east}," + ) + print(r" ]") + + for i, (x_idx, values) in enumerate(self.bars.items()): + color = latex_colors[i] + print(f" \\addplot[fill={color}!70!black,opacity=0.7]") + coordinates = " ".join(f"({i+1},{value})" for i, value in enumerate(values)) + print(f" coordinates {{{coordinates}}};") + print(f" \\addlegendentry{{{x_idx}}};\n") + print() + print(r" \end{axis}") + print(r"\end{tikzpicture}") + print(r" \caption{" + caption + "}") + print(r" \label{fig:" + caption + "}") + print(r"\end{figure}") From 43f6e964d4511e3308b0670470a23b132d3e48be Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Wed, 18 Dec 2024 16:28:28 +0100 Subject: [PATCH 13/14] linted --- plotLaTeX/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plotLaTeX/__init__.py b/plotLaTeX/__init__.py index 367f25d..82eb1b5 100644 --- a/plotLaTeX/__init__.py +++ b/plotLaTeX/__init__.py @@ -3,4 +3,4 @@ from .box_plot import BoxPlot from .bar_plot import Barplot, MultipleBars -__all__ = ["LaTeXplot", "HistPlot", "BoxPlot", "Barplot", "MultipleBars"] \ No newline at end of file +__all__ = ["LaTeXplot", "HistPlot", "BoxPlot", "Barplot", "MultipleBars"] From bf45a8bbbf721c6aa26e78b608528b00d4cca1cb Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Fri, 10 Jan 2025 10:17:41 +0100 Subject: [PATCH 14/14] Stem plot --- README.md | 9 +- examples/BarPlot.ipynb | 8 ++ examples/BoxPlot.ipynb | 8 ++ examples/HistPlot.ipynb | 8 ++ examples/LinePlot.ipynb | 8 ++ examples/StemPlot.ipynb | 186 ++++++++++++++++++++++++++++++++++++++++ images/example_stem.png | Bin 0 -> 275281 bytes images/stem_latex_d.png | Bin 0 -> 10324 bytes plotLaTeX/__init__.py | 3 +- plotLaTeX/stem_plot.py | 75 ++++++++++++++++ 10 files changed, 303 insertions(+), 2 deletions(-) create mode 100644 examples/StemPlot.ipynb create mode 100644 images/example_stem.png create mode 100644 images/stem_latex_d.png create mode 100644 plotLaTeX/stem_plot.py diff --git a/README.md b/README.md index ef34bcf..82590b7 100644 --- a/README.md +++ b/README.md @@ -34,10 +34,17 @@ The `plotLaTeX` package is a recent project to make exporting Python data to a L Fig6

      +**[Stemplot](examples/StemPlot.ipynb)** + +

      + Fig3 +

      + + **TBD** - 3D scatter - +- Poles Zeros plot ## Installation diff --git a/examples/BarPlot.ipynb b/examples/BarPlot.ipynb index 66d4368..6f8ac7d 100644 --- a/examples/BarPlot.ipynb +++ b/examples/BarPlot.ipynb @@ -498,6 +498,14 @@ "source": [ "m_bar.LaTeXcode()" ] + }, + { + "cell_type": "markdown", + "id": "1e78a199-71cd-4281-afce-56812b156c98", + "metadata": {}, + "source": [ + "___" + ] } ], "metadata": { diff --git a/examples/BoxPlot.ipynb b/examples/BoxPlot.ipynb index 1897306..7722a85 100644 --- a/examples/BoxPlot.ipynb +++ b/examples/BoxPlot.ipynb @@ -230,6 +230,14 @@ "source": [ "Bplt.LaTeXcode()" ] + }, + { + "cell_type": "markdown", + "id": "a158b8e7-3747-427c-bbfe-2bbf3be0b274", + "metadata": {}, + "source": [ + "___" + ] } ], "metadata": { diff --git a/examples/HistPlot.ipynb b/examples/HistPlot.ipynb index 85f8e07..9c01538 100644 --- a/examples/HistPlot.ipynb +++ b/examples/HistPlot.ipynb @@ -226,6 +226,14 @@ "# plot the data using seaborn\n", "sns.histplot(data=Hplt.data, bins=Hplt.bins)" ] + }, + { + "cell_type": "markdown", + "id": "f3a0fd08-5eee-40f0-8ded-8f557e56cff4", + "metadata": {}, + "source": [ + "___" + ] } ], "metadata": { diff --git a/examples/LinePlot.ipynb b/examples/LinePlot.ipynb index 0f37d8c..61209f4 100644 --- a/examples/LinePlot.ipynb +++ b/examples/LinePlot.ipynb @@ -180,6 +180,14 @@ "# save the data as \".csv\" and get the latex figure code\n", "Lplt.export(f_name=\"line_results.csv\")" ] + }, + { + "cell_type": "markdown", + "id": "63aa0ba7-7c63-47da-ba0c-2f28c1bbc674", + "metadata": {}, + "source": [ + "___" + ] } ], "metadata": { diff --git a/examples/StemPlot.ipynb b/examples/StemPlot.ipynb new file mode 100644 index 0000000..8e89fa8 --- /dev/null +++ b/examples/StemPlot.ipynb @@ -0,0 +1,186 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "0091951b-a9f9-4e50-81b4-c28ff867dd7c", + "metadata": {}, + "source": [ + "# Stemplot" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "9fb787a5-e635-420f-ab72-666965da3f16", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "from plotLaTeX import StemPlot" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "4a41b718-7111-4381-bbfe-6c3e55cb0eb3", + "metadata": {}, + "outputs": [], + "source": [ + "x = np.arange(5)\n", + "y = np.array([2, 1, 1, 2, -1])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "0104ba23-1844-4965-9421-a5487a16c4b6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
      " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(3.5, 3))\n", + "plt.stem(x, y)\n", + "plt.ylabel(\"y[k]\")\n", + "plt.xlabel(\"k\")\n", + "plt.grid(alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0215d38a-9fc9-4210-bff1-c42c665cb304", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\begin{figure}\n", + "% definition of stem style\n", + "\\tikzstyle{stem}=[ycomb,mark=*,mark size=6\\pgflinewidth,color=blue,thick]\n", + "\n", + " \\centering\n", + " \\tikzstyle{every node}=[font=\\footnotesize]\n", + " \\begin{tikzpicture}\n", + " \\begin{axis}[\n", + " xlabel={$k$},\n", + " ylabel={$y[k]$},\n", + " width=7.5cm,\n", + " height=3cm,\n", + " at={(0cm,0cm)},\n", + " scale only axis,\n", + " axis background/.style={fill=white},\n", + " grid=both,\n", + " ]\n", + " \\addplot[stem] plot coordinates{(0,2) (1,1) (2,1) (3,2) (4,-1)};\n", + " \\end{axis}\n", + " \\end{tikzpicture}\n", + " \\caption{Stem plot caption.}\n", + " \\label{fig:Stem plot caption.}\n", + "\\end{figure}\n" + ] + } + ], + "source": [ + "# default plot style\n", + "stem = StemPlot()\n", + "stem.add_xy_vals(x_vals=x, y_vals=y)\n", + "stem.add_xy_labels(x_label=\"$k$\", y_label=\"$y[k]$\")\n", + "stem.LaTeXcode()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "125c1011-ecaa-47e2-8338-380be1c44ce5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\begin{figure}\n", + "% definition of stem style\n", + "\\tikzstyle{stem}=[ycomb,mark=*,mark size=6\\pgflinewidth,color=blue,thick]\n", + "\n", + " \\centering\n", + " \\tikzstyle{every node}=[font=\\footnotesize]\n", + " \\begin{tikzpicture}\n", + " \\begin{axis}[\n", + " xlabel={$k$},\n", + " ylabel={$x[k]$},\n", + " axis lines=center,\n", + " xlabel style=right,\n", + " ylabel style=left,\n", + " width=7.5cm,\n", + " height=4cm,\n", + " ymin=-1.5,\n", + " ymax=3.0,\n", + " xmin=-0.5,\n", + " xmax=4.5,\n", + " xtick={0,1,2,3,4},\n", + " ytick={-1,0,1},\n", + " grid=both,\n", + " grid style={dashed,gray!30},\n", + " axis line style={thick,->},\n", + " ]\n", + " \\addplot[stem] plot coordinates{(0,2) (1,1) (2,1) (3,2) (4,-1)};\n", + " \\end{axis}\n", + " \\end{tikzpicture}\n", + " \\caption{Stem plot caption.}\n", + " \\label{fig:Stem plot caption.}\n", + "\\end{figure}\n" + ] + } + ], + "source": [ + "# beautiful plot style\n", + "stem = StemPlot(layout=\"beautiful\")\n", + "stem.add_xy_vals(x_vals=x, y_vals=y)\n", + "stem.LaTeXcode()" + ] + }, + { + "cell_type": "markdown", + "id": "00acace0-1d03-4058-a480-bb6622c7f0f2", + "metadata": {}, + "source": [ + "___" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": 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b/plotLaTeX/__init__.py index 82eb1b5..bd4d04a 100644 --- a/plotLaTeX/__init__.py +++ b/plotLaTeX/__init__.py @@ -2,5 +2,6 @@ from .hist_plot import HistPlot from .box_plot import BoxPlot from .bar_plot import Barplot, MultipleBars +from .stem_plot import StemPlot -__all__ = ["LaTeXplot", "HistPlot", "BoxPlot", "Barplot", "MultipleBars"] +__all__ = ["LaTeXplot", "HistPlot", "BoxPlot", "Barplot", "MultipleBars", "StemPlot"] diff --git a/plotLaTeX/stem_plot.py b/plotLaTeX/stem_plot.py new file mode 100644 index 0000000..c38173c --- /dev/null +++ b/plotLaTeX/stem_plot.py @@ -0,0 +1,75 @@ +import numpy as np + + +class StemPlot: + def __init__(self, layout="default", marker_size=6): + self.layout = layout + self.marker_size = marker_size + self.x_label = "$k$" + self.y_label = "$x[k]$" + + def add_xy_vals(self, x_vals, y_vals): + assert len(x_vals) == len(y_vals) + self.x_vals = x_vals + self.y_vals = y_vals + + def add_xy_labels(self, x_label, y_label): + self.x_label = x_label + self.y_label = y_label + + def LaTeXcode(self, imports=False, caption="Stem plot caption."): + if imports: + print("\tDon´t forget to import the packages:\n") + print(r"\usepackage{graphicx}") + print(r"\usepackage{tikz,pgfplots}") + print("\n*\t*********\n") + print(r"\begin{figure}") + print(r"% definition of stem style") + print( + r"\tikzstyle{stem}=[ycomb,mark=*,mark size=" + + str(self.marker_size) + + r"\pgflinewidth,color=blue,thick]" + ) + print(r"") + print(r" \centering") + print(r" \tikzstyle{every node}=[font=\footnotesize]") + print(r" \begin{tikzpicture}") + print(r" \begin{axis}[") + print(" xlabel={" + self.x_label + "},") + print(" ylabel={" + self.y_label + "},") + + if self.layout == "default": + print(r" width=7.5cm,") + print(r" height=3cm,") + print(r" at={(0cm,0cm)},") + print(r" scale only axis,") + print(r" axis background/.style={fill=white},") + print(r" grid=both,") + + elif self.layout == "beautiful": + print(r" axis lines=center,") + print(r" xlabel style=right,") + print(r" ylabel style=left,") + print(r" width=7.5cm,") + print(r" height=4cm,") + print(f" ymin={np.min(self.y_vals)-0.5},") + print(f" ymax={np.max(self.y_vals)+1.0},") + print(f" xmin={np.min(self.x_vals)-0.5},") + print(f" xmax={np.max(self.x_vals)+0.5},") + y_ticks = np.arange(np.min(self.y_vals), np.max(self.y_vals)) + print(r" xtick={" + ",".join(map(str, self.x_vals)) + "},") + print(r" ytick={" + ",".join(map(str, y_ticks)) + "},") + + print(r" grid=both,") + print(r" grid style={dashed,gray!30},") + print(r" axis line style={thick,->},") + print(r" ]") + stem_coords = " ".join( + f"({xi},{yi})" for xi, yi in zip(self.x_vals, self.y_vals) + ) + print(r" \addplot[stem] plot coordinates{" + stem_coords + "};") + print(r" \end{axis}") + print(r" \end{tikzpicture}") + print(r" \caption{" + caption + "}") + print(r" \label{fig:" + caption + "}") + print(r"\end{figure}")

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zz4`}L;m<}#TMHhwE6T65$8YncmKJ@D?eMq0Tz?GkU&{3QF}f7RVIOPxt6AyK`QoX7 zzQ&xUyT<=q@&CUx9uMt5zq@wr8W^Z}|M7nTp#L31vU_=h`8bX;!dhq)eZOl!C3VFz IdDGzk12D4-)c^nh diff --git a/plotLaTeX/hist_plot.py b/plotLaTeX/hist_plot.py index d205048..dd6a6d8 100644 --- a/plotLaTeX/hist_plot.py +++ b/plotLaTeX/hist_plot.py @@ -71,7 +71,7 @@ def LaTeXcode(self, imports=False, caption="Caption of the histogram."): print(r" ]") # plot all y_list components for yn in self.hist_name_list: - print(r" \addplot[ybar,fill, fill opacity=0.3, black] ") + print(r" \addplot[ybar,fill, fill opacity=0.3, black, ybar legend] ") print( f" table[x={yn}xs,y={yn}cnt,col sep=comma]" + r"{" From b211656b411e3cdabee6049b1c137194f2d92d79 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Thu, 5 Dec 2024 13:38:05 +0100 Subject: [PATCH 07/14] name update --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 2b5d0b0..17b668b 100644 --- a/setup.py +++ b/setup.py @@ -3,7 +3,7 @@ setuptools.setup( name="plotLaTeX", version="0.1.0", - author="Jacob Thönes", + author="Jacob P. Thönes", author_email="jacob.thoenes@uni-rostock.de", description="Package for exporting plots for LaTeX", long_description=open("README.md").read(), From a252f33e5c81a186b985aa9df34a5bb36745c6c8 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Thu, 5 Dec 2024 16:08:29 +0100 Subject: [PATCH 08/14] setup update --- setup.py | 1 + 1 file changed, 1 insertion(+) diff --git a/setup.py b/setup.py index 17b668b..2c0f68e 100644 --- a/setup.py +++ b/setup.py @@ -16,4 +16,5 @@ "Operating System :: OS Independent", ], url="https://github.com/JacobTh98/plotLaTeX", + packages=setuptools.find_packages(include=["plotLaTeX", "plotLaTeX.*"]), ) From 571070a74de9b092faa02829e351d71cfa4da7c2 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Mon, 9 Dec 2024 10:10:47 +0100 Subject: [PATCH 09/14] BoxPlot --- README.md | 6 + examples/BoxPlot.ipynb | 248 ++++++++++++++++++++++++++++++++++++++ examples/LaTeX_layout.tex | 65 +++++++++- images/example_box.png | Bin 0 -> 249468 bytes plotLaTeX/__init__.py | 3 +- plotLaTeX/box_plot.py | 95 +++++++++++++++ 6 files changed, 415 insertions(+), 2 deletions(-) create mode 100644 examples/BoxPlot.ipynb create mode 100644 images/example_box.png create mode 100644 plotLaTeX/box_plot.py diff --git a/README.md b/README.md index ab01651..4532bdb 100644 --- a/README.md +++ b/README.md @@ -16,6 +16,12 @@ The `plotLaTeX` package is a recent project to make exporting Python data to a L Fig2

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zz4`}L;m<}#TMHhwE6T65$8YncmKJ@D?eMq0Tz?GkU&{3QF}f7RVIOPxt6AyK`QoX7 zzQ&xUyT<=q@&CUx9uMt5zq@wr8W^Z}|M7nTp#L31vU_=h`8bX;!dhq)eZOl!C3VFz IdDGzk12D4-)c^nh literal 0 HcmV?d00001 From e7445f9c5b3df1ca39e675f77bf00eee92722960 Mon Sep 17 00:00:00 2001 From: JacobTh98 Date: Thu, 5 Dec 2024 11:22:41 +0100 Subject: [PATCH 03/14] finer readme, bar width --- README.md | 10 ++++++---- plotLaTeX/hist_plot.py | 1 + 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 88ca4d0..6456ff4 100644 --- a/README.md +++ b/README.md @@ -2,22 +2,24 @@ The `plotLaTeX` package is a recent project to make exporting Python data to a LaTex plot easier. -**Line plot example** +## Examples + +**Line**