{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "f168804a-2c0d-4dd7-8b1c-5d909c889452",
   "metadata": {},
   "source": [
    "# NAVGEM Data\n",
    "\n",
    "This demonstrates how to use data from the NAVGEM model from NOMADS.\n",
    "\n",
    "> Note: there are not .idx files provided, so you have to download the full file and generate the .idx file with wgrib2 (requires Linux)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b4cba677-7674-47d6-8dde-2d297b138c57",
   "metadata": {},
   "outputs": [],
   "source": [
    "from herbie import Herbie\n",
    "from toolbox import EasyMap, pc\n",
    "from paint.standard2 import cm_tmp\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6384df86-fc73-4496-a138-5f227535b6d6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "✅ Found ┊ model=navgem ┊ \u001b[3mproduct=none\u001b[0m ┊ \u001b[38;2;41;130;13m2022-Dec-10 00:00 UTC\u001b[92m F00\u001b[0m ┊ \u001b[38;2;255;153;0m\u001b[3mGRIB2 @ local\u001b[0m ┊ \u001b[38;2;255;153;0m\u001b[3mIDX @ None\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "H = Herbie(\"2022-12-10\", model=\"navgem\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3995709a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'none': ''}"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "H.PRODUCTS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "bfadf78b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'nomads': 'https://nomads.ncep.noaa.gov/pub/data/nccf/com/fnmoc/prod/navgem.20221210/navgem_2022121000f000.grib2'}"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "H.SOURCES"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "8757a741-afbd-4cb7-89ab-59b647cbc4b1",
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "expected string or bytes-like object",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[20], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[39m# no index file available. Have to download the full file.\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m H\u001b[39m.\u001b[39;49mdownload()\n",
      "File \u001b[1;32m~\\_GITHUB\\Herbie\\herbie\\archive.py:911\u001b[0m, in \u001b[0;36mHerbie.download\u001b[1;34m(self, searchString, source, save_dir, overwrite, verbose, errors)\u001b[0m\n\u001b[0;32m    907\u001b[0m     \u001b[39mprint\u001b[39m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m👨🏻‍🏭 Created directory: [\u001b[39m\u001b[39m{\u001b[39;00moutFile\u001b[39m.\u001b[39mparent\u001b[39m}\u001b[39;00m\u001b[39m]\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m    909\u001b[0m \u001b[39mif\u001b[39;00m searchString \u001b[39min\u001b[39;00m [\u001b[39mNone\u001b[39;00m, \u001b[39m\"\u001b[39m\u001b[39m:\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39mor\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39midx \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m    910\u001b[0m     \u001b[39m# Download the full file from remote source\u001b[39;00m\n\u001b[1;32m--> 911\u001b[0m     urllib\u001b[39m.\u001b[39;49mrequest\u001b[39m.\u001b[39;49murlretrieve(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mgrib, outFile, _reporthook)\n\u001b[0;32m    913\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mgrib \u001b[39m=\u001b[39m outFile\n\u001b[0;32m    914\u001b[0m     \u001b[39m# self.grib_source = \"local\"\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\blaylock\\Miniconda3\\envs\\herbie-dev\\lib\\urllib\\request.py:239\u001b[0m, in \u001b[0;36murlretrieve\u001b[1;34m(url, filename, reporthook, data)\u001b[0m\n\u001b[0;32m    223\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39murlretrieve\u001b[39m(url, filename\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m, reporthook\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m, data\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m):\n\u001b[0;32m    224\u001b[0m     \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m    225\u001b[0m \u001b[39m    Retrieve a URL into a temporary location on disk.\u001b[39;00m\n\u001b[0;32m    226\u001b[0m \n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    237\u001b[0m \u001b[39m    data file as well as the resulting HTTPMessage object.\u001b[39;00m\n\u001b[0;32m    238\u001b[0m \u001b[39m    \"\"\"\u001b[39;00m\n\u001b[1;32m--> 239\u001b[0m     url_type, path \u001b[39m=\u001b[39m _splittype(url)\n\u001b[0;32m    241\u001b[0m     \u001b[39mwith\u001b[39;00m contextlib\u001b[39m.\u001b[39mclosing(urlopen(url, data)) \u001b[39mas\u001b[39;00m fp:\n\u001b[0;32m    242\u001b[0m         headers \u001b[39m=\u001b[39m fp\u001b[39m.\u001b[39minfo()\n",
      "File \u001b[1;32mc:\\Users\\blaylock\\Miniconda3\\envs\\herbie-dev\\lib\\urllib\\parse.py:1039\u001b[0m, in \u001b[0;36m_splittype\u001b[1;34m(url)\u001b[0m\n\u001b[0;32m   1036\u001b[0m \u001b[39mif\u001b[39;00m _typeprog \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m   1037\u001b[0m     _typeprog \u001b[39m=\u001b[39m re\u001b[39m.\u001b[39mcompile(\u001b[39m'\u001b[39m\u001b[39m([^/:]+):(.*)\u001b[39m\u001b[39m'\u001b[39m, re\u001b[39m.\u001b[39mDOTALL)\n\u001b[1;32m-> 1039\u001b[0m match \u001b[39m=\u001b[39m _typeprog\u001b[39m.\u001b[39;49mmatch(url)\n\u001b[0;32m   1040\u001b[0m \u001b[39mif\u001b[39;00m match:\n\u001b[0;32m   1041\u001b[0m     scheme, data \u001b[39m=\u001b[39m match\u001b[39m.\u001b[39mgroups()\n",
      "\u001b[1;31mTypeError\u001b[0m: expected string or bytes-like object"
     ]
    }
   ],
   "source": [
    "# no index file available. Have to download the full file.\n",
    "H.download()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "92743016-12e3-4034-8b79-dbac8112e17b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "aa5bdf38-719d-4f90-8b72-aca9727c8890",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Since we have the full file, we need to filter by keys to open the\n",
    "# variable we want with cfgrib\n",
    "x = xarray.open_dataset(\n",
    "    H.get_localFilePath(),\n",
    "    engine=\"cfgrib\",\n",
    "    backend_kwargs={\n",
    "        \"filter_by_keys\": {\"shortName\": \"2t\", \"typeOfLevel\": \"heightAboveGround\"}\n",
    "    },\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "119c9742-4514-4abf-bba5-b74354352537",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\blaylock\\Miniconda3\\envs\\herbie-dev\\lib\\site-packages\\metpy\\xarray.py:355: UserWarning: More than one time coordinate present for variable \"t2m\".\n",
      "  warnings.warn('More than one ' + axis + ' coordinate present for variable'\n"
     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "'common_features' object has no attribute 'pcolormesh'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[17], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m ax \u001b[39m=\u001b[39m EasyMap(crs\u001b[39m=\u001b[39mx\u001b[39m.\u001b[39mherbie\u001b[39m.\u001b[39mcrs, figsize\u001b[39m=\u001b[39m[\u001b[39m8\u001b[39m, \u001b[39m8\u001b[39m])\n\u001b[1;32m----> 2\u001b[0m p \u001b[39m=\u001b[39m ax\u001b[39m.\u001b[39;49mpcolormesh(\n\u001b[0;32m      3\u001b[0m     x\u001b[39m.\u001b[39mlongitude, x\u001b[39m.\u001b[39mlatitude, x\u001b[39m.\u001b[39mt2m, transform\u001b[39m=\u001b[39mpc, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mcm_tmp(units\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mK\u001b[39m\u001b[39m\"\u001b[39m)\u001b[39m.\u001b[39mcmap_kwargs\n\u001b[0;32m      4\u001b[0m )\n\u001b[0;32m      5\u001b[0m plt\u001b[39m.\u001b[39mcolorbar(\n\u001b[0;32m      6\u001b[0m     p, ax\u001b[39m=\u001b[39max, orientation\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mhorizontal\u001b[39m\u001b[39m\"\u001b[39m, pad\u001b[39m=\u001b[39m\u001b[39m0.05\u001b[39m, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mcm_tmp(units\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mK\u001b[39m\u001b[39m\"\u001b[39m)\u001b[39m.\u001b[39mcbar_kwargs\n\u001b[0;32m      7\u001b[0m )\n\u001b[0;32m      9\u001b[0m ax\u001b[39m.\u001b[39mset_title(x\u001b[39m.\u001b[39mt2m\u001b[39m.\u001b[39mGRIB_name, loc\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mright\u001b[39m\u001b[39m\"\u001b[39m)\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'common_features' object has no attribute 'pcolormesh'"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = EasyMap(crs=x.herbie.crs, figsize=[10, 8]).ax\n",
    "p = ax.pcolormesh(\n",
    "    x.longitude, x.latitude, x.t2m, transform=pc, **cm_tmp(units=\"K\").cmap_kwargs\n",
    ")\n",
    "plt.colorbar(\n",
    "    p, ax=ax, orientation=\"horizontal\", pad=0.05, **cm_tmp(units=\"K\").cbar_kwargs\n",
    ")\n",
    "\n",
    "ax.set_title(x.t2m.GRIB_name, loc=\"right\")\n",
    "ax.set_title(f\"{H.model.upper()}: {H.product_description}\", loc=\"left\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e43318f7-4993-4687-8cf9-3d962d8a48e8",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "herbie-dev",
   "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": "3.10.8"
  },
  "vscode": {
   "interpreter": {
    "hash": "ac511961bc6976a3d289cde8fc247e6b0e9298cf513cb762aa0a7df646d192ed"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}