{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e3a38be9-4747-425e-a7fc-73d2cf406e2e",
   "metadata": {},
   "source": [
    "# EMU Plotting and Analysis Tool Example: Convolution Tool"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bde5655a-562b-4d93-b711-5d6a7113117c",
   "metadata": {},
   "source": [
    "## Load Modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "27aef7d8-a995-45eb-82ce-19cba00bc12e",
   "metadata": {},
   "outputs": [],
   "source": [
    "## Load modules\n",
    "import runpy\n",
    "# The following are needed to load the plotting tool as a module\n",
    "import sys\n",
    "sys.path.append('/efs_ecco/ECCO/EMU/emu_userinterface_dir/')\n",
    "import emu_plot_arg_py as ept"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3d2e9892-f68e-4555-a72f-d3de9d2dbc70",
   "metadata": {},
   "source": [
    "## Invoking the Tool\n",
    "Invoking the tool is the same across all EMU tools. The tool determines what to plot based on the user-specified EMU run directory name. For example, 'emu_samp...' corresponds to the Sampling Tool, while 'emu_fgrd...' corresponds to the Forward Gradient Tool.\n",
    "\n",
    "There are two method to use the tool:\n",
    "- **Method 1: Menu-driven Input**\n",
    "  \n",
    "`runpy.run_path('/efs_ecco/ECCO/EMU/emu_userinterface_dir/python/emu_plot.py');`\n",
    "\n",
    "or `globals_dict = ept.emu_plot()` by using the ept module.\n",
    "\n",
    "This method is menu-driven and does not specify any arguments. This method is most suitable for users who are new to the EMU tool. The menu-driven method guides users through entering parameters and creating plots. \n",
    "\n",
    "- **Method 2: Argument-based Input**\n",
    "\n",
    "`globals_dict = ept.emu_plot(run_name=\"/PATH/emu_fgrd_7_15_743_5_-1.00E-01\")`\n",
    "\n",
    "This method uses the ept moudle and skips the step of creating plots in Method 1. Instead, it focuses on returning data for users to perform more advanced processing later. The arguments provide more flexible ways for users to extract data.\n",
    "\n",
    "For further details, including the available arguments, you can use \n",
    "\n",
    "`help(ept.emu_plot)`."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5723a99c-c618-4e25-8b74-5d986685b42c",
   "metadata": {},
   "source": [
    "### Method 1: Menu-driven Input"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "aa9adda8-cf5f-4741-940f-717073db73f0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found file: /efs_ecco/ECCO/EMU/emu_userinterface_dir/emu_env.singularity\n",
      "EMU Input Files directory: /efs/owang/ECCO/EMU_test/emu_input_dir\n",
      "\n"
     ]
    },
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Enter directory of EMU run to examine; e.g., emu_samp_m_2_45_585_1 ... ?  /efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Reading /efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26\n",
      "\n",
      "Reading Convolution Tool output ... \n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_empmr.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_pload.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_qnet.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_qsw.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_saltflux.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_spflx.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_tauu.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_tauv.data'>\n",
      "*********************************************\n",
      "Read variable recon1d, the global spatial sum time-series\n",
      "of the convolution as a function of lag and control.\n",
      "   recon1d: adjoint gradient reconstruction\n",
      "from file recon1d_*.data\n",
      "\n",
      "*********************************************\n",
      "Read variable \n",
      "   istep: time (hours since 1/1/1992 12Z) of recon1d \n",
      "from file istep_empmr.data\n",
      "\n",
      "Minimum year: 1991\n",
      "Maximum year: 2020\n",
      "*********************************************\n",
      "Computed Explained Variance (EV) vs lag with all controls.\n",
      "   ev_lag: EV as function of lag\n",
      "\n",
      "*********************************************\n",
      "Computed Explained Variance (EV) vs control at maximum lag.\n",
      "   ev_ctrl: EV as function of control\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Enter lag to plot ... (0-26 or -1 to exit)?  -1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Read recon2d to compute explained variance vs space ... (y/n)?  y\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Reading recon2d_*.data and computing explained variance vs space (ev_space) ...\n",
      "\n",
      "Variable recon2d is the adjoint gradient reconstruction (time-series)\n",
      "as a function of space by a particular control using the maximum lag\n",
      "chosen in the convolution. Here, recon2d is read to compute the explained\n",
      "variance vs space (ev_space), but recon2d is not retained by this plotting\n",
      "routine to minimize memory usage.\n",
      "\n",
      "*********************************************\n",
      "Detected ev_space file. Reading explained variance (EV)\n",
      "as a function of space and control with respect to\n",
      "the variance of full reconstruction up to maximum lag.\n",
      "   ev_space: EV per unit area\n",
      "from file\n",
      "/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/plot_conv_recon2d.ev_space\n",
      "\n",
      "\n",
      "Plot explained variance vs space (ev_space) ...\n",
      "\n",
      "Choose control to plot ... \n",
      "1) empmr\n",
      "2) pload\n",
      "3) qnet\n",
      "4) qsw\n",
      "5) saltflux\n",
      "6) spflx\n",
      "7) tauu\n",
      "8) tauv\n",
      "\n"
     ]
    },
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Enter control to plot explained variance (EV) vs space ...  (1-8)?  8\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Control chosen: tauv\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Enter control to plot explained variance (EV) vs space ...  (1-8)?  -1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "***********************\n",
      "EMU variables read as global variables in module global_emu_var (emu); e.g., emu.nx\n",
      "***********************\n",
      "cs                  drc                 drf                 dvol3d              \n",
      "dxc                 dxg                 dyc                 dyg                 \n",
      "ev_ctrl             ev_lag              ev_space            hfacc               \n",
      "hfacs               hfacw               istep               nr                  \n",
      "nx                  ny                  rac                 ras                 \n",
      "raw                 raz                 rc                  recon1d             \n",
      "rf                  sn                  xc                  xg                  \n",
      "yc                  yg                  \n"
     ]
    }
   ],
   "source": [
    "runpy.run_path('/efs_ecco/ECCO/EMU/emu_userinterface_dir/python/emu_plot.py');\n",
    "# The following that uses a module go through the same menu-driven process s using runpy above, but \n",
    "# globals_dict is a dictionary, containing 'return_vars' and 'emu'.\n",
    "# return_vars' contains the data used to make the plot.\n",
    "# emu contains more variables that were used in ept.\n",
    "# globals_dict = ept.emu_plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2dc7ca28-daf2-4b59-a46e-a129fbf238ca",
   "metadata": {},
   "source": [
    "### Method 2: Argument-based Input"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4497b852-f6ec-42e1-a401-dbb3c930a75e",
   "metadata": {},
   "source": [
    "***To get help information, including the available arguments, uncomment `help(ept.emu_plot)`.***"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "cd317c61-36f3-4f03-995c-dcf8b15410d0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#help(ept.emu_plot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "28edc063-d7b2-40a3-84cf-2d3f0a403a87",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found file: /efs_ecco/ECCO/EMU/emu_userinterface_dir/emu_env.singularity\n",
      "EMU Input Files directory: /efs/owang/ECCO/EMU_test/emu_input_dir\n",
      "\n",
      "Specified directory of EMU run to examine: /efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26\n",
      "\n",
      "Reading /efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26\n",
      "\n",
      "Reading Convolution Tool output ... \n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_empmr.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_pload.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_qnet.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_qsw.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_saltflux.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_spflx.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_tauu.data'>\n",
      "<_io.BufferedReader name='/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/recon1d_tauv.data'>\n",
      "*********************************************\n",
      "Read variable recon1d, the global spatial sum time-series\n",
      "of the convolution as a function of lag and control.\n",
      "   recon1d: adjoint gradient reconstruction\n",
      "from file recon1d_*.data\n",
      "\n",
      "*********************************************\n",
      "Read variable \n",
      "   istep: time (hours since 1/1/1992 12Z) of recon1d \n",
      "from file istep_empmr.data\n",
      "\n",
      "Minimum year: 1991\n",
      "Maximum year: 2020\n",
      "*********************************************\n",
      "Computed Explained Variance (EV) vs lag with all controls.\n",
      "   ev_lag: EV as function of lag\n",
      "\n",
      "*********************************************\n",
      "Computed Explained Variance (EV) vs control at maximum lag.\n",
      "   ev_ctrl: EV as function of control\n",
      "\n",
      "\n",
      "Reading recon2d_*.data and computing explained variance vs space (ev_space) ...\n",
      "\n",
      "Variable recon2d is the adjoint gradient reconstruction (time-series)\n",
      "as a function of space by a particular control using the maximum lag\n",
      "chosen in the convolution. Here, recon2d is read to compute the explained\n",
      "variance vs space (ev_space), but recon2d is not retained by this plotting\n",
      "routine to minimize memory usage.\n",
      "\n",
      "*********************************************\n",
      "Detected ev_space file. Reading explained variance (EV)\n",
      "as a function of space and control with respect to\n",
      "the variance of full reconstruction up to maximum lag.\n",
      "   ev_space: EV per unit area\n",
      "from file\n",
      "/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26/output/plot_conv_recon2d.ev_space\n",
      "\n",
      "\n",
      "Plot explained variance vs space (ev_space) ...\n",
      "\n",
      "***********************\n",
      "EMU variables read as global variables in module global_emu_var (emu); e.g., emu.nx\n",
      "***********************\n",
      "cs                  drc                 drf                 dvol3d              \n",
      "dxc                 dxg                 dyc                 dyg                 \n",
      "ev_ctrl             ev_lag              ev_space            hfacc               \n",
      "hfacs               hfacw               istep               nr                  \n",
      "nx                  ny                  rac                 ras                 \n",
      "raw                 raz                 rc                  recon1d             \n",
      "rf                  sn                  xc                  xg                  \n",
      "yc                  yg                  \n"
     ]
    }
   ],
   "source": [
    "# globals_dict is a dictionary, containing 'return_vars' and 'emu'.\n",
    "# return_vars' contains the data used to make the plot.\n",
    "# emu contains more variables that were used in ept.\n",
    "\n",
    "# Convolution Tool\n",
    "globals_dict = ept.emu_plot(run_name=\"/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26\",\n",
    "                            expvar_space='y');"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b15be927-ee10-4785-9cbb-9c5dae23cd96",
   "metadata": {},
   "source": [
    "#### Example of Extracting Return Variables and Generating Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f6c32b55-e4c5-4824-b9f9-f6e8b9173f47",
   "metadata": {},
   "source": [
    "***Extract return variables***"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f50b6f60-a327-4424-b716-42f8bd447e57",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Return variables used to make the plot\n",
    "return_vars_dict = globals_dict.get('return_vars')\n",
    "hfacc = globals_dict.get('emu').hfacc\n",
    "#  More variables used by ept\n",
    "# emu = globals_dict.get('return_vars')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4b7a6a86-531f-46f8-8bfc-6dc06990a3dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['time_values', 'time_values_min', 'time_values_max', 'recon1d_sum_all_ctrl_vs_lag_time', 'recon1d_vs_lag_time', 'lag_in_weeks', 'expvar_vs_lag', 'ctrl_idx', 'expvar_vs_ctrl', 'num_lag_in_weeks', 'num_ctrl', 'ctrl_name', 'ctrl_idx_min', 'ctrl_idx_max', 'expvar_vs_space'])"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the keys in the dictionary\n",
    "return_vars_dict.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ad6e3df0-1ffc-48fd-a909-f19fa4f337b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract Return Variables and Reproudce plot by Method 1\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import lib_python\n",
    "import plot_conv\n",
    "import plot_conv_sub\n",
    "\n",
    "ww = return_vars_dict['time_values']\n",
    "recon1d_sum = return_vars_dict['recon1d_sum_all_ctrl_vs_lag_time']\n",
    "wwmin = return_vars_dict['time_values_min']\n",
    "wwmax = return_vars_dict['time_values_max']\n",
    "nctrl = return_vars_dict['num_ctrl']\n",
    "recon1d = return_vars_dict['recon1d_vs_lag_time']\n",
    "fctrl = return_vars_dict['ctrl_name']\n",
    "tlag = return_vars_dict['lag_in_weeks']\n",
    "ev_lag = return_vars_dict['expvar_vs_lag']\n",
    "tctrl = return_vars_dict['ctrl_idx']\n",
    "ev_ctrl = return_vars_dict['expvar_vs_ctrl']\n",
    "nlag = return_vars_dict['num_lag_in_weeks']\n",
    "tctrl_min = return_vars_dict['ctrl_idx_min']\n",
    "tctrl_max = return_vars_dict['ctrl_idx_max']\n",
    "ev_space = return_vars_dict['expvar_vs_space']\n",
    "\n",
    "# Set up parameters for plots\n",
    "ip = 26 # lag\n",
    "frun = '/efs_ecco/owang/ECCO/EMU/tryout/emu_conv_6_6_2_45_585_1_26'\n",
    "ic = 8 # for adxx_tauv\n",
    "dscale = 1e12 # scaling factor\n",
    "# Apply the scaling factor and mask out the land points\n",
    "masked_dumg = dscale*lib_python.nat2globe(ev_space[ic-1,:])\n",
    "dummskg = lib_python.nat2globe(hfacc[0])\n",
    "masked_dumg[dummskg==0]=np.nan\n",
    "\n",
    "cmap = plt.cm.jet\n",
    "cmap.set_bad(color='gray')  # Set the color for masked elements to gray"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "902e6a38-2ff3-44e1-98bc-2a0ac893d336",
   "metadata": {},
   "source": [
    "***Reproduce plots geneated by Method 1***"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "fc7a3847-e177-43ab-b607-323f3a427d81",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7fdb782820d0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Line plots\n",
    "plot_conv.plot_conv_lin(ip, ww, recon1d_sum, wwmin, wwmax, \n",
    "                  nctrl, recon1d, fctrl,\n",
    "                  tlag, ev_lag,\n",
    "                  tctrl, ev_ctrl, nlag, tctrl_min, tctrl_max)\n",
    "\n",
    "# Explained variance vs. space\n",
    "plt.figure(figsize=(10,10))\n",
    "ftitle = f\"{fctrl[ic -1]} EV per area (ev_space) scaled by x{dscale:.9e}\"\n",
    "plt.title(ftitle)        \n",
    "plt.imshow(masked_dumg, origin='lower',cmap=cmap, aspect='auto')\n",
    "plt.colorbar()    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9e097a0e-8645-4c54-9878-3cc71c7248de",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.11.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
