Notebook mit Code für die Anaimation einer

Zeitreihe

functions/Zeitreihenvisualisierung.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%matplotlib qt\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "n = 10000\n",
+    "\n",
+    "t = np.linspace(0,200*np.pi,n)\n",
+    "omega = 2\n",
+    "f_t = np.sin(omega*t)*np.cos(50/n*t)\n",
+    "\n",
+    "dt_max = 100\n",
+    "x_s = np.full([dt_max,],np.NaN)\n",
+    "y_s = np.full([dt_max,],np.NaN)\n",
+    "\n",
+    "# fig_ref = plt.figure()\n",
+    "# ax_ref = fig_ref.add_subplot(111)\n",
+    "# line_obj_ref = ax_ref.plot(t,f_t, marker='.')\n",
+    "# plt.show(block=False)\n",
+    "# plt.pause(3)\n",
+    "# plt.close(fig_ref)\n",
+    "\n",
+    "fig = plt.figure()\n",
+    "ax1 = fig.add_subplot(211)\n",
+    "ax2 = fig.add_subplot(212)\n",
+    "ax1.set_xlim([0,t[100+50]])\n",
+    "ax1.set_ylim([-1.05,1.05])\n",
+    "ax2.set_xlim([t[0],t[100+50]])\n",
+    "ax2.set_ylim([-1.05,1.05])\n",
+    "line_obj1, = ax1.plot(0,0, marker='.')\n",
+    "line_obj2, = ax2.plot(0,0, marker='.')\n",
+    "plt.show(block=False)\n",
+    "plt.pause(0.01)\n",
+    "\n",
+    "for i in range(n):\n",
+    "    if i <= dt_max:\n",
+    "        x_s[:i] = t[:i]\n",
+    "        y_s[:i] = f_t[:i]\n",
+    "    else:\n",
+    "        x_s = t[i-dt_max:i]\n",
+    "        y_s = f_t[i-dt_max:i]\n",
+    "        ax1.set_xlim([t[i-dt_max],t[i]+t[50]])\n",
+    "        ax2.set_xlim([t[0],t[i]+(t[i]-t[0])/2])\n",
+    "    \n",
+    "    line_obj1.set_xdata(x_s)\n",
+    "    line_obj1.set_ydata(y_s)\n",
+    "    line_obj2.set_xdata(t[:i])\n",
+    "    line_obj2.set_ydata(f_t[:i])\n",
+    "    ax1.set_title(str(i))\n",
+    "    fig.canvas.draw()\n",
+    "    plt.pause(0.001)\n",
+    "\n",
+    "    \n"
+   ]
+  }
+ ],
+ "metadata": {
+  "interpreter": {
+   "hash": "84fb123bdc47ab647d3782661abcbe80fbb79236dd2f8adf4cef30e8755eb2cd"
+  },
+  "kernelspec": {
+   "display_name": "Python 3.8.13 ('Georg_DT_Slot3')",
+   "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": "3.8.13"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}