From 8bdd5c3cfe20893b3b4c197ff928c29dcc3f3708 Mon Sep 17 00:00:00 2001 From: "Hock, Martin" <martin.hock@fst.tu-darmstadt.de> Date: Wed, 15 Mar 2023 09:12:34 +0100 Subject: [PATCH] Add a jupyter notebook as example --- examples/matplotlib_example.ipynb | 309 ++++++++++++++++++++++++++++++ 1 file changed, 309 insertions(+) create mode 100644 examples/matplotlib_example.ipynb diff --git a/examples/matplotlib_example.ipynb b/examples/matplotlib_example.ipynb new file mode 100644 index 0000000..88ce9d0 --- /dev/null +++ b/examples/matplotlib_example.ipynb @@ -0,0 +1,309 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Example workflow for integrating plotID with matplotlib figures.\n", + "\n", + "With tagplot() an ID can be generated and printed on the plot. To export the\n", + "plot along with the corresponding research data and the plot generating\n", + "script use the function publish().\n" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "# %% Import modules\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from plotid.tagplot import tagplot\n", + "from plotid.publish import publish" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set some metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "# Set some general Information for the Projekt\n", + "# This will be added as prefix to the plotID:\n", + "PROJECT_ID = \"FST035_\"" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Scientific work \n", + "Here, all of the real code processing data would be placed. We're just creating some random data and plots for those. " + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x236dfa3a440>]" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# %% Create sample data\n", + "x = np.linspace(0, 10, 100)\n", + "y = np.random.rand(100) + 2\n", + "y_2 = np.sin(x) + 2\n", + "\n", + "# %% Create sample figures\n", + "\n", + "# 1. figure\n", + "FIG1 = plt.figure()\n", + "plt.plot(x, y, color=\"black\")\n", + "plt.plot(x, y_2, color=\"yellow\")\n", + "\n", + "# 2. figure\n", + "FIG2 = plt.figure()\n", + "plt.plot(x, y, color=\"blue\")\n", + "plt.plot(x, y_2, color=\"red\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Tagging the plot\n", + "You could still adjust parts of the plot, or rerun the process. The next step should be done with a \"intermediary result\"." + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [], + "source": [ + "# If multiple figures should be tagged, figures must be provided as list.\n", + "FIGS_AS_LIST = [FIG1, FIG2]\n", + "\n", + "# Example for how to use tagplot with matplotlib figures\n", + "FIGS_AND_IDS = tagplot(\n", + " FIGS_AS_LIST,\n", + " \"matplotlib\",\n", + " location=\"west\",\n", + " prefix=PROJECT_ID,\n", + " qrcode=True,\n", + ")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Let's take a look at it\n", + "taggedplot = FIGS_AND_IDS.figs[1]\n", + "taggedplot" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Fixing position\n", + "Okay that doesn't look perfect. \n", + "We could go with 'west' location instead. But let's fine tune rather. \n", + "[tagplot's API documentation](https://plotid.pages.rwth-aachen.de/plotid_python/autoapi/plotid/tagplot/index.html) shows we can also use 'position' and 'rotation'." + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "float" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "position = (0.03, float(0))\n", + "type(position[1])" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "FIGS_AND_IDS = tagplot(\n", + " FIGS_AS_LIST,\n", + " \"matplotlib\",\n", + " position=(0.10,0.10),\n", + " id_method=\"random\",\n", + " prefix=PROJECT_ID,\n", + " qrcode=True,\n", + ")\n", + "FIGS_AND_IDS.figs[1]" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Publish (export)\n", + "Exporting the tagged figures, along with a list of data files or folders. " + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Copying data has been started. Depending on the size of your data this may take a while...\n", + "Copying data has been started. Depending on the size of your data this may take a while...\n", + "Publish was successful.\n", + "Your plot(s), your data and your\n", + "script c:\\git\\NFDI4ing\\Alex\\plot_ID_python\\.venv\\lib\\site-packages\\ipykernel_launcher.py\n", + "were copied to c:\\git\\NFDI4ing\\Alex\\plot_ID_python\\examples\\data.\n" + ] + } + ], + "source": [ + "# Required arguments: publish(output of tagplot(), list of files,\n", + "# path to destination folder)\n", + "\n", + "publish(FIGS_AND_IDS, [\"../README.md\", \"../docs\", \"../LICENSE\"], \"data\")\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.7" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} -- GitLab