{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import sys\n",
    "from scipy.fft import fftn, fftshift, fftfreq\n",
    "import glob\n",
    "import h5py\n",
    "sys.path.insert(0, '/Users/vk/Codes/pencil-code/python')\n",
    "import pencil as pc\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib as mpl\n",
    "\n",
    "mpl.rcParams.update({\n",
    "\n",
    "    # ===================== LaTeX =====================\n",
    "    \"text.usetex\": True,\n",
    "\n",
    "    \"text.latex.preamble\": r\"\"\"\n",
    "        % \\usepackage{upmath}\n",
    "        \\usepackage{amsmath}\n",
    "        \\usepackage{amssymb}\n",
    "        \\usepackage{bm}\n",
    "    \"\"\",\n",
    "\n",
    "    \"font.family\": \"serif\",\n",
    "\n",
    "    # # ===================== FONTS =====================\n",
    "    # \"font.family\": \"serif\",\n",
    "    # \"font.serif\": [\"ztm\"],   # Nimbus Roman No9 L alias\n",
    "    # # \"mathtext.fontset\": \"stix\",\n",
    "\n",
    "\n",
    "    # ===================== SIZES =====================\n",
    "    \"font.size\": 13,\n",
    "    \"axes.labelsize\": 14,\n",
    "    \"axes.titlesize\": 15,\n",
    "\n",
    "    # ===================== LINES =====================\n",
    "    \"lines.linewidth\": 2.5,\n",
    "\n",
    "    # ===================== AXES =====================\n",
    "    \"axes.linewidth\": 1.3,\n",
    "\n",
    "    # ===================== TICKS =====================\n",
    "    \"xtick.direction\": \"in\",\n",
    "    \"ytick.direction\": \"in\",\n",
    "    \"xtick.top\": True,\n",
    "    \"ytick.right\": True,\n",
    "\n",
    "    \"xtick.major.size\": 6,\n",
    "    \"ytick.major.size\": 6,\n",
    "    \"xtick.minor.size\": 3,\n",
    "    \"ytick.minor.size\": 3,\n",
    "\n",
    "    \"xtick.minor.visible\": True,\n",
    "    \"ytick.minor.visible\": True,\n",
    "    \"xtick.major.pad\": 6,\n",
    "    \"ytick.major.pad\": 6,\n",
    "\n",
    "    # ===================== LEGEND =====================\n",
    "    \"legend.frameon\": False,\n",
    "})\n",
    "\n",
    "from cycler import cycler\n",
    "\n",
    "okabe_ito = [\n",
    "    \"#E69F00\",  # orange\n",
    "    \"#56B4E9\",  # sky blue\n",
    "    \"#009E73\",  # bluish green\n",
    "    \"#0072B2\",  # blue\n",
    "    \"#D55E00\",  # vermillion\n",
    "    \"#CC79A7\",  # reddish purple\n",
    "    \"#000000\"   # black\n",
    "]\n",
    "\n",
    "cols2 = ['#dee2e6', '#adb5bd', '#6c757d', '#343a40']\n",
    "cols = [\n",
    "    '#00b4d8', \n",
    "    '#fca311', \n",
    "    '#ff0054',\n",
    "    '#04E762', \n",
    "    '#0B5563',\n",
    "    '#2c363f',\n",
    "            ]\n",
    "\n",
    "# cols3 = ['#001219', '#005f73', '#0a9396', '#94d2bd', '#ee9b00', '#ca6702', '#bb3e03', '#ae2012', '#9b2226']\n",
    "\n",
    "# cols = ['#477998', '#43aa8b', '#90be6d', '#f9c74f', '#f8961e', '#f94144']\n",
    "\n",
    "\n",
    "plt.rcParams['axes.prop_cycle'] = cycler(color=okabe_ito)\n",
    "plt.rcParams['axes.prop_cycle'] = cycler(color=cols)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Read 13370 lines.\n",
      "Read 32314 lines.\n"
     ]
    }
   ],
   "source": [
    "ts1 = pc.read.ts(datadir = \"../run_directories/2048_8192b_Pm10/data\", unique_clean = True, precision='d')\n",
    "ts2 = pc.read.ts(datadir = \"../run_directories/2048_8192b_Pm40/data\", unique_clean = True, precision='d')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "t1_end = 950\n",
    "t1_end_idx = np.argmin(np.abs(ts1.t - t1_end))\n",
    "t2_end = 4000\n",
    "t2_end_idx = np.argmin(np.abs(ts2.t - t2_end))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "skip = 30\n",
    "\n",
    "t1 = ts1.t[:t1_end_idx:skip]\n",
    "y1 = ts1.Azmid_max[:t1_end_idx:skip] - ts1.Azmid_min[:t1_end_idx:skip]\n",
    "t2 = ts2.t[:t2_end_idx:skip]\n",
    "y2 = ts2.Azmid_max[:t2_end_idx:skip] - ts2.Azmid_min[:t2_end_idx:skip]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "dydt1 = np.gradient(y1, t1)\n",
    "dydt2 = np.gradient(y2, t2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1800x1500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(6, 5), dpi=300)\n",
    "\n",
    "# =================================================\n",
    "# Main plot: Pm^{1/2} scaling\n",
    "# =================================================\n",
    "\n",
    "\n",
    "me = 73\n",
    "\n",
    "ax.plot(\n",
    "    t2, 1e5*dydt2 * 40**(1/2),\n",
    "    '*-', markevery=len(t2)-1,\n",
    "    markeredgecolor='k',\n",
    "\n",
    "    label=r\"${Pr_\\mathrm{M}}=40$\",\n",
    "    \n",
    "    lw=2,\n",
    "    ms=8\n",
    ")\n",
    "\n",
    "ax.plot(\n",
    "    t1, 1e5*dydt1 * 10**(1/2),\n",
    "    'o-', markevery=len(t1)-1,\n",
    "    markeredgecolor='k',\n",
    "\n",
    "    label=r\"${Pr_\\mathrm{M}}=10$\",\n",
    "    \n",
    "    lw=2,\n",
    "    ms=6\n",
    ")\n",
    "\n",
    "\n",
    "\n",
    "ax.axhline(1.95, color='C2', ls='--', lw=1.5)\n",
    "\n",
    "ax.set_xlabel(r\"$t$\")\n",
    "# ax.set_ylabel(r\"Scaled decay rate\")\n",
    "# ax.set_title(r\"Scaling comparison\")\n",
    "ax.set_ylabel(r\"Scaled reconnection rate, $R(t) Pr_\\text{M}^\\alpha$ ($\\times 10^{-5}$)\")\n",
    "ax.ticklabel_format(axis='y', style='plain')\n",
    "ax.legend(frameon=False)\n",
    "ax.text(\n",
    "    0.03, 0.5,\n",
    "    r\"$\\alpha = 1/2$\",\n",
    "    transform=ax.transAxes,\n",
    "    rotation=90,\n",
    "    va='center',\n",
    "    ha='left'\n",
    ")\n",
    "\n",
    "# =================================================\n",
    "# Inset: Pm^{1/4} scaling\n",
    "# =================================================\n",
    "\n",
    "axins = inset_axes(\n",
    "    ax,\n",
    "    width=\"35%\",\n",
    "    height=\"35%\",\n",
    "    bbox_to_anchor=(0.58, 0.14, 1, 1),\n",
    "    bbox_transform=ax.transAxes,\n",
    "    loc=\"lower left\",\n",
    "    borderpad=0\n",
    ")\n",
    "\n",
    "\n",
    "\n",
    "axins.plot(\n",
    "    t2, 1e5*dydt2 * 40**(1/4),\n",
    "    lw=1.5, marker='*',\n",
    "    markeredgecolor='k',\n",
    "    ms=6, markevery=len(t2)-1,\n",
    "    label=r\"${Pr_\\mathrm{M}}=40$\"\n",
    ")\n",
    "\n",
    "axins.plot(\n",
    "    t1, 1e5*dydt1 * 10**(1/4),\n",
    "    markeredgecolor='k',\n",
    "    lw=1.5, marker='o',\n",
    "    ms=4.5, markevery=len(t1)-1,\n",
    "    label=r\"${Pr_\\mathrm{M}}=10$\"\n",
    ")\n",
    "\n",
    "axins.set_xticks([0, 1000, 2000])\n",
    "axins.set_xticklabels = [0, 1000, 2000]\n",
    "axins.axhline(0.4, color='C4', ls=':', lw=1)\n",
    "\n",
    "axins.set_yticks([0, 0.4, 0.8, 1.2])\n",
    "axins.set_yticklabels = [0, 0.4, 0.8, 1.2]\n",
    "\n",
    "axins.text(\n",
    "    0.075, 0.6,\n",
    "    r\"$\\alpha=1/4$\",\n",
    "    transform=axins.transAxes,\n",
    "    rotation=90,\n",
    "    fontsize=12,\n",
    "    va='center',\n",
    "    ha='left'\n",
    ")\n",
    "\n",
    "\n",
    "# axins.axhline(1.95e-5, color='k', ls='--', lw=1)\n",
    "\n",
    "axins.tick_params(labelsize=11)\n",
    "axins.ticklabel_format(axis='y', style='plain')\n",
    "\n",
    "# plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "d3",
   "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": "3.13.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
