{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "35f20839-60b7-4be8-9ff9-6caaf7f0119d",
   "metadata": {},
   "source": [
    "# Figure 2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b43a5405-db85-4c94-bfe5-4235334539ae",
   "metadata": {},
   "source": [
    "[Skip code and jump to the figure](#Show-the-figure)\n",
    "\n",
    "----------------------------------"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0a0a24d3-8036-4e62-aeea-dddbd3f5daf5",
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "\n",
    "warnings.filterwarnings(\"ignore\")  # noqa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "868d9af2-093d-44f3-96f8-833caa2007c7",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Scientific and datavis stack\n",
    "import iris\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5978d8c7-9c89-48bb-80f5-8a826ff8b7e0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# My packages\n",
    "from aeolus.calc import spatial\n",
    "from aeolus.const import init_const\n",
    "from aeolus.coord import get_cube_rel_days\n",
    "from aeolus.core import AtmoSim\n",
    "from aeolus.io import load_data\n",
    "from aeolus.model import um\n",
    "from aeolus.plot import add_custom_legend, subplot_label_generator\n",
    "from pouch.clim_diag import amplitude_of_wave_crest, longitude_of_wave_crest\n",
    "from pouch.plot import KW_MAIN_TTL, KW_SBPLT_LABEL, figsave, use_style"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4f6bdb19-a630-478c-9573-79fc78b5c65f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Local modules\n",
    "import mypaths\n",
    "from commons import GLM_SUITE_ID, SIM_LABELS, eq_lat"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3048fe00-c4f2-48ae-9582-edf6d1ca3e5f",
   "metadata": {},
   "source": [
    "Apply custom matplotlib style sheet."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "47402b50-1944-42c5-a587-aa7342417b53",
   "metadata": {},
   "outputs": [],
   "source": [
    "use_style()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "db456b8f-cd2f-41ba-b435-07b954aeff46",
   "metadata": {},
   "source": [
    "## Load the data for the two key experiments"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27f6a1e3-23f8-41e6-b874-cb2dbe547ecd",
   "metadata": {},
   "source": [
    "Define paths to input data and results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "9cfddd26-1e81-4961-8980-c221ba5c4c18",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_prefix = f\"{GLM_SUITE_ID}_spinup\"\n",
    "inp_dir = mypaths.sadir / f\"{GLM_SUITE_ID}_spinup\"\n",
    "time_prof = \"mean_days0_499\"\n",
    "plotdir = mypaths.plotdir / img_prefix"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf171692-609c-4a63-a6df-db92f048e7ba",
   "metadata": {},
   "source": [
    "Load processed data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "005fac1d-cc49-4e7f-abf1-107708b72d02",
   "metadata": {},
   "outputs": [],
   "source": [
    "runs_p = {}\n",
    "for sim_label, sim_prop in SIM_LABELS.items():\n",
    "    planet = sim_prop[\"planet\"]\n",
    "    cl_p = load_data(inp_dir / f\"{GLM_SUITE_ID}_{sim_label}_{time_prof}_plev.nc\")\n",
    "    runs_p[sim_label] = AtmoSim(\n",
    "        cl_p,\n",
    "        name=sim_label,\n",
    "        planet=planet,\n",
    "        const_dir=mypaths.constdir,\n",
    "        timestep=cl_p[0].attributes[\"timestep\"],\n",
    "        model=um,\n",
    "        vert_coord=\"p\",\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ef614d52-f02b-4c96-9a0b-b67dd5855b05",
   "metadata": {},
   "source": [
    "Define two key pressure levels (also used for other figures)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "529853a2-ff44-454a-a08c-560e4997eb1f",
   "metadata": {},
   "outputs": [],
   "source": [
    "P_LEV = 300  # hPa\n",
    "p_lev_constr = iris.Constraint(**{um.pres: P_LEV * 1e2})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ae1e5b7-a013-49c6-8a92-6fe9c76b55e8",
   "metadata": {},
   "source": [
    "Define diagnostics for the emergence of superrotation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b54d7eb1-2622-4010-ae83-cdfe0fd24a8f",
   "metadata": {},
   "outputs": [],
   "source": [
    "DIAGS = {\n",
    "    \"u_eq_jet_max\": {\n",
    "        \"cube\": lambda AS: spatial(AS.u.extract(p_lev_constr & eq_lat), \"max\"),\n",
    "        \"method\": \"plot\",\n",
    "        \"kw_plt\": dict(\n",
    "            color=\"tab:brown\",\n",
    "        ),\n",
    "        \"title\": \"Zonal wind at the equator\",\n",
    "        \"tex_units\": \"$m$ $s^{-1}$\",\n",
    "        \"lim\": [0, 110],\n",
    "    },\n",
    "    \"wave_crest_lon\": {\n",
    "        \"cube\": lambda AS: longitude_of_wave_crest(AS.ghgt.extract(p_lev_constr)),\n",
    "        \"method\": \"plot\",\n",
    "        \"kw_plt\": dict(\n",
    "            color=\"tab:cyan\",\n",
    "        ),\n",
    "        \"title\": \"Longitude of the wave crest\",\n",
    "        \"tex_units\": \"$\\degree$\",\n",
    "        \"lim\": [-150, 100],\n",
    "        \"ticks\": [-150, -90, -45, 0, 45, 90],\n",
    "    },\n",
    "    \"wave_amplitude\": {\n",
    "        \"cube\": lambda AS: amplitude_of_wave_crest(AS.ghgt.extract(p_lev_constr))\n",
    "        / AS.const.gravity,\n",
    "        \"method\": \"plot\",\n",
    "        \"kw_plt\": dict(\n",
    "            color=\"tab:purple\",\n",
    "        ),\n",
    "        \"title\": \"Wave amplitude\",\n",
    "        \"tex_units\": \"$m$\",\n",
    "        \"lim\": [0, 500],\n",
    "    },\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "ae8d8940-1840-4c77-bb74-1591787e08f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "vrbls_plot = [\"u_eq_jet_max\", \"wave_amplitude\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "9f1d5da6-9a53-4d01-b469-de3a11c0b12d",
   "metadata": {},
   "outputs": [],
   "source": [
    "imgname = f\"{img_prefix}__{'_'.join(SIM_LABELS)}__{'_'.join(vrbls_plot)}_{P_LEV}hpa\"\n",
    "xlim = [0, 500]\n",
    "ncols = 2\n",
    "nrows = 1\n",
    "window = 10\n",
    "fig, axs = plt.subplots(ncols=ncols, nrows=nrows, figsize=(ncols * 8, nrows * 4))\n",
    "iletters = subplot_label_generator()\n",
    "\n",
    "for (sim_label, sim_prop), ax in zip(SIM_LABELS.items(), axs.flat):\n",
    "    ax.set_title(f\"{next(iletters)}\", **KW_SBPLT_LABEL)\n",
    "    ax.set_title(sim_prop[\"title\"], **KW_MAIN_TTL)\n",
    "    ax2 = ax.twinx()\n",
    "    ax.set_xlabel(\"Time [day]\")\n",
    "    the_run = runs_p[f\"{sim_label}\"]\n",
    "    for i, (_ax, (vrbl_key, vrbl_dict)) in enumerate(zip((ax, ax2), DIAGS.items())):\n",
    "        # Calculate diagnostics\n",
    "        cube = vrbl_dict[\"cube\"](the_run)\n",
    "        # cube_rm = rolling_mean(cube, um.t, window=window)\n",
    "        # Plot diagnostics\n",
    "        if (not _ax.is_first_col()) == i:\n",
    "            _ax.set_ylabel(\n",
    "                f'{vrbl_dict[\"title\"]} [{vrbl_dict[\"tex_units\"]}]',\n",
    "                color=vrbl_dict[\"kw_plt\"][\"color\"],\n",
    "                fontsize=\"medium\",\n",
    "            )\n",
    "        _ax.set_ylim(vrbl_dict[\"lim\"])\n",
    "        if \"ticks\" in vrbl_dict:\n",
    "            _ax.set_yticks(vrbl_dict[\"ticks\"])\n",
    "        _ax.set_xlim(xlim)\n",
    "        if i == 0:\n",
    "            _ax.hlines(0, *xlim, alpha=0.25, color=vrbl_dict[\"kw_plt\"][\"color\"])\n",
    "        _ax.tick_params(axis=\"y\", labelcolor=vrbl_dict[\"kw_plt\"][\"color\"])\n",
    "        # _ax.plot(\n",
    "        #     get_cube_rel_days(cube),\n",
    "        #     cube.data,\n",
    "        #     linewidth=0.25,\n",
    "        #     **vrbl_dict[\"kw_plt\"],\n",
    "        # )\n",
    "        _ax.plot(\n",
    "            get_cube_rel_days(cube),  # get_cube_rel_days(cube_rm) + window,\n",
    "            cube.data,  # cube_rm.data,\n",
    "            linewidth=1.5,\n",
    "            **vrbl_dict[\"kw_plt\"],\n",
    "        )\n",
    "    # for period in periods.values():\n",
    "    # ax.axvspan(*period[\"days\"], color=period[\"color\"], alpha=0.15)\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e4000a87-5c6b-439c-bd83-5550f0fabc8f",
   "metadata": {},
   "source": [
    "# Show the figure"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "02102d0c-e80d-4b12-a26d-ea99deb52e3a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x288 with 4 Axes>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fig"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fc28ca2f-1d26-45bd-8081-57cf1c4dff7e",
   "metadata": {},
   "source": [
    "* **Spin-up diagnostics for the (a) _Base_ (b) _T0\\_280_ simulations: (brown) maximum zonal wind at the equator at $300\\,hPa$ and (cyan) the longitude of stationary Rossby wave crest.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "a07ee58f-14e1-4b28-8d27-84907d11763e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved to ../plots/ch111_spinup/ch111_spinup__base_sens-t280k__u_eq_jet_max_wave_amplitude_300hpa.png\n"
     ]
    }
   ],
   "source": [
    "figsave(fig, plotdir / imgname)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:t1e_bistability]",
   "language": "python",
   "name": "conda-env-t1e_bistability-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}