{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e3a38be9-4747-425e-a7fc-73d2cf406e2e",
   "metadata": {},
   "source": [
    "# EMU Plotting and Analysis Tool Example: Attribution 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 module 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_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Reading /efs_ecco/owang/ECCO/EMU/tryout/emu_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1\n",
      "\n",
      "Reading Attribution Tool output ... \n",
      "*********************************************\n",
      "Read OBJF and contributions to it from different controls\n",
      "   atrb: temporal anomaly \n",
      "   atrb_mn: reference time-mean \n",
      "   fctrl: names of atrb/atrb_mn variables \n",
      "from file /efs_ecco/owang/ECCO/EMU/tryout/emu_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1/output/atrb.out_312\n",
      "\n",
      "*********************************************\n",
      "Read variable \n",
      "   atrb_hr: sample time (hours from 1/1/1992 12Z)\n",
      "from file /efs_ecco/owang/ECCO/EMU/tryout/emu_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1/output/atrb.step_312\n",
      "\n"
     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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",
      "atrb                atrb_ctrl           atrb_hr             atrb_mn             \n",
      "cs                  drc                 drf                 dvol3d              \n",
      "dxc                 dxg                 dyc                 dyg                 \n",
      "hfacc               hfacs               hfacw               nr                  \n",
      "nx                  ny                  rac                 ras                 \n",
      "raw                 raz                 rc                  rf                  \n",
      "sn                  xc                  xg                  yc                  \n",
      "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_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1\n",
      "\n",
      "Reading /efs_ecco/owang/ECCO/EMU/tryout/emu_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1\n",
      "\n",
      "Reading Attribution Tool output ... \n",
      "*********************************************\n",
      "Read OBJF and contributions to it from different controls\n",
      "   atrb: temporal anomaly \n",
      "   atrb_mn: reference time-mean \n",
      "   fctrl: names of atrb/atrb_mn variables \n",
      "from file /efs_ecco/owang/ECCO/EMU/tryout/emu_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1/output/atrb.out_312\n",
      "\n",
      "*********************************************\n",
      "Read variable \n",
      "   atrb_hr: sample time (hours from 1/1/1992 12Z)\n",
      "from file /efs_ecco/owang/ECCO/EMU/tryout/emu_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1/output/atrb.step_312\n",
      "\n",
      "\n",
      "***********************\n",
      "EMU variables read as global variables in module global_emu_var (emu); e.g., emu.nx\n",
      "***********************\n",
      "atrb                atrb_ctrl           atrb_hr             atrb_mn             \n",
      "cs                  drc                 drf                 dvol3d              \n",
      "dxc                 dxg                 dyc                 dyg                 \n",
      "hfacc               hfacs               hfacw               nr                  \n",
      "nx                  ny                  rac                 ras                 \n",
      "raw                 raz                 rc                  rf                  \n",
      "sn                  xc                  xg                  yc                  \n",
      "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",
    "# Attribution Tool\n",
    "globals_dict = ept.emu_plot(run_name=\"/efs_ecco/owang/ECCO/EMU/tryout/emu_atrb_m_3_mask3d.-170.0_-120.0_-5.0_5.0_10.0_0.0_1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "22f3fb05-28ac-49cf-8b7c-02cd8802a816",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['time_values', 'variable', 'ctrl_name', 'plot_title'])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "globals_dict.get('return_vars').keys()"
   ]
  },
  {
   "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": 6,
   "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",
    "#  More variables used by ept\n",
    "# emu = globals_dict.get('return_vars')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "4b7a6a86-531f-46f8-8bfc-6dc06990a3dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['time_values', 'variable', 'ctrl_name', 'plot_title'])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check the keys in the dictionary\n",
    "return_vars_dict.keys()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43e3f614-7383-46b2-bfd7-a827665bfc48",
   "metadata": {},
   "source": [
    "***Reproduce plots generated by Method 1***"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ad6e3df0-1ffc-48fd-a909-f19fa4f337b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Reproudce plot generated by Method 1\n",
    "import plot_atrb\n",
    "\n",
    "# Extract data and set title for the plot\n",
    "atrb_t = return_vars_dict['time_values'] \n",
    "atrb = return_vars_dict['variable']\n",
    "fctrl = return_vars_dict['ctrl_name']\n",
    "frun_file = return_vars_dict['plot_title']\n",
    "nterms = len(fctrl)\n",
    "fld_all = return_vars_dict['variable'] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c2149e6d-3924-4e4f-8755-3ed8e5fd1916",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create plot\n",
    "plot_atrb.create_atrb_fig(atrb_t, atrb, frun_file, fctrl, nterms)"
   ]
  }
 ],
 "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
}
