listofnwmfilenames.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2e9c9987",
   "metadata": {},
   "source": [
    "## List of NWM File Names\n",
    "### This code will output a list of NWM file names corresponding to the NWM output files according to the following givens:\n",
    "- Date Range\n",
    "- Geography (conus, hawaii, or puerto rico)\n",
    "- Run type (short_range, medium_range, analysis_assim, etc.)\n",
    "- Variable type (channel_rt, land, reservoir, terrain_rt, or forcing)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cde1bbf0",
   "metadata": {},
   "source": [
    "Cell 1 defines dictionaries that hold the different options for geography, run type, variable type. An additional dictionary \"memdict\" holds options which correspond to different types of medium_range and long_range run types."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f1de4f3f-51ce-47b8-ae0c-c6c22b50ca21",
   "metadata": {},
   "outputs": [],
   "source": [
    "rundict = {\n",
    "    1: \"short_range\",\n",
    "    2: \"medium_range\",\n",
    "    3: \"medium_range_no_da\",\n",
    "    4: \"long_range\",\n",
    "    5: \"analysis_assim\",\n",
    "    6: \"analysis_assim_extend\",\n",
    "    7: \"analysis_assim_extend_no_da\",\n",
    "    8: \"analysis_assim_long\",\n",
    "    9: \"analysis_assim_long_no_da\",\n",
    "    10: \"analysis_assim_no_da\",\n",
    "    11: \"short_range_no_da\"\n",
    "}\n",
    "memdict = {\n",
    "    1: \"mem_1\",\n",
    "    2: \"mem_2\",\n",
    "    3: \"mem_3\",\n",
    "    4: \"mem_4\",\n",
    "    5: \"mem_5\",\n",
    "    6: \"mem_6\",\n",
    "    7: \"mem_7\"\n",
    "}\n",
    "vardict = {\n",
    "    1: \"channel_rt\",\n",
    "    2: \"land\",\n",
    "    3: \"reservoir\",\n",
    "    4: \"terrain_rt\",\n",
    "    5: \"forcing\"\n",
    "}\n",
    "geodict = {\n",
    "    1: \"conus\",\n",
    "    2: \"hawaii\",\n",
    "    3: \"puertorico\"\n",
    "}\n",
    "fcst_cycle = \"00\"\n",
    "fcst_hour = \"001\"\n",
    "runsuffix = \"\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ca4e9a0",
   "metadata": {},
   "source": [
    "Cell 2 contains some notes about the limitations of the program."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d2fd2cd5",
   "metadata": {},
   "outputs": [],
   "source": [
    "#although forcing is a type of run, it is handled as a variable type\n",
    "\n",
    "#for _no_da run types, the only variable input can be channel_rt\n",
    "\n",
    "#short_range_hawaii, short_range_hawaii_no_da, analysis_assim_hawaii, and analysis_assim_hawaii_no_da cannot be accomodated because they output every 15 minutes\n",
    "\n",
    "#runsuffix is not being used, but i'm not going to delete it from everything just in case this whole thing needs to be restructured"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "54ed9e74",
   "metadata": {},
   "source": [
    "Cell 3 defines the function \"makename\" which forms the file name outputs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2fbb0f0d-fafe-4298-88d2-c0f07513dc1e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def makename (date, run, var, fcst_cycle, fcst_hour, geography, run_type, fhprefix = \"\", runsuffix = \"\", varsuffix = \"\", run_typesuffix = \"\"):\n",
    "    return f\"nwm.{date}/{run_type}{run_typesuffix}/nwm.t{fcst_cycle}z.{run}{runsuffix}.{var}{varsuffix}.{fhprefix}{fcst_hour}.{geography}.nc\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c63bae8",
   "metadata": {},
   "source": [
    "Cell 4 introduces the date range function that will be utilized, given a start date and an end date."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "30d35dc4",
   "metadata": {},
   "outputs": [],
   "source": [
    "from dateutil import rrule\n",
    "from datetime import datetime\n",
    "\n",
    "start_date = \"20220822\"\n",
    "end_date = \"20220824\"\n",
    "\n",
    "for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "    date = dt.strftime('%Y%m%d')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "317ec731",
   "metadata": {},
   "source": [
    "Cells 5 - 7 define selection functions that reach into the previously created dictionaries and return the necessary variable given a dictionary key input."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "083e93ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "varinput = 2\n",
    "\n",
    "def selectvar(vardict, varinput):\n",
    "    return vardict[varinput]\n",
    "\n",
    "try:\n",
    "    var = selectvar(vardict, varinput)\n",
    "except:\n",
    "    var = \"variable_error\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f9da0877",
   "metadata": {},
   "outputs": [],
   "source": [
    "geoinput = 1\n",
    "\n",
    "def selectgeo(geodict, geoinput):\n",
    "    return geodict[geoinput]\n",
    "\n",
    "try:\n",
    "    geography = selectgeo(geodict, geoinput)\n",
    "except:\n",
    "    georaphy = \"geography_error\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b513e550",
   "metadata": {},
   "outputs": [],
   "source": [
    "runinput = 2\n",
    "\n",
    "def selectrun(rundict, runinput):\n",
    "    return rundict[runinput]\n",
    "\n",
    "try:\n",
    "    run = selectrun(rundict, runinput)\n",
    "except:\n",
    "    run = \"run_error\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "950ee949",
   "metadata": {},
   "source": [
    "Cell 8 deals with inconsistencies in the run type name between the folder names and the file names for specific run types."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5d63f906",
   "metadata": {},
   "outputs": [],
   "source": [
    "#setting run_type \n",
    "if varinput == 5: #if forcing\n",
    "    if runinput == 5 and geoinput == 2: #if analysis_assim and hawaii\n",
    "        run_type = \"forcing_analysis_assim_hawaii\"\n",
    "    elif runinput == 5 and geoinput == 3: #if analysis_assim and puerto rico\n",
    "        run_type = \"forcing_analysis_assim_puertorico\"\n",
    "    elif runinput == 1 and geoinput == 2: #if short range and hawaii\n",
    "        run_type = \"forcing_short_range_hawaii\"\n",
    "    elif runinput == 1 and geoinput == 3: #if short range and puerto rico\n",
    "        run_type = \"forcing_short_range_puertorico\" \n",
    "    elif runinput == 5: #if analysis assim\n",
    "        run_type = \"forcing_analysis_assim\"\n",
    "    elif runinput == 6: #if analysis_assim_extend\n",
    "        run_type = \"forcing_analysis_assim_extend\"\n",
    "    elif runinput == 2: #if medium_range\n",
    "        run_type = \"forcing_medium_range\"\n",
    "    elif runinput == 1: #if short range\n",
    "        run_type = \"forcing_short_range\"\n",
    "\n",
    "elif runinput == 5 and geoinput == 3: #if analysis_assim and puertorico\n",
    "    run_type = \"analysis_assim_puertorico\"\n",
    "\n",
    "elif runinput == 10 and geoinput == 3: #if analysis_assim_no_da and puertorico\n",
    "    run_type = \"analysis_assim_puertorico_no_da\"\n",
    "\n",
    "elif runinput == 1 and geoinput == 3: #if short_range and puerto rico\n",
    "    run_type = \"short_range_puertorico\"\n",
    "\n",
    "elif runinput == 11 and geoinput ==3: #if short_range_no_da and puerto rico\n",
    "    run_type = \"short_range_puertorico_no_da\"\n",
    "    \n",
    "else:\n",
    "    run_type = run\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "70ac4fde",
   "metadata": {},
   "source": [
    "Cell 9 creates the _mem# and _# additions to the names of medium_range and long_range run types."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "7a8dacc0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#setting varsuffix and run_typesuffix (for the file path folder name)\n",
    "memdict = 3\n",
    "\n",
    "if memdict == 1:\n",
    "    varsuffix = \"_1\"\n",
    "    run_typesuffix = \"_mem1\"\n",
    "elif memdict == 2:\n",
    "    varsuffix = \"_2\"\n",
    "    run_typesuffix = \"_mem2\"\n",
    "elif memdict == 3:\n",
    "    varsuffix = \"_3\"\n",
    "    run_typesuffix = \"_mem3\"\n",
    "elif memdict == 4:\n",
    "    varsuffix = \"_4\"\n",
    "    run_typesuffix = \"_mem4\"\n",
    "elif memdict == 5:\n",
    "    varsuffix = \"_5\"\n",
    "    run_typesuffix = \"_mem5\"\n",
    "elif memdict == 6:\n",
    "    varsuffix = \"_6\"\n",
    "    run_typesuffix = \"_mem6\"\n",
    "elif memdict == 7:\n",
    "    varsuffix = \"_7\"\n",
    "    run_typesuffix = \"_mem7\"\n",
    "else:\n",
    "    varsuffix = \"\"\n",
    "    run_typesuffix = \"\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6eafb119",
   "metadata": {},
   "source": [
    "Cell 10 deals with inconsistencies of the forecast hour prefix between analysis_assim and all other run types."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "705d7b91",
   "metadata": {},
   "outputs": [],
   "source": [
    "#setting fhprefix\n",
    "if runinput == 4 or runinput == 5 or runinput == 6 or runinput == 7 or runinput == 8 or runinput == 9 or runinput == 10: #if analysis_assim (any type)\n",
    "    fhprefix = \"tm\"\n",
    "else:\n",
    "    fhprefix = \"f\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "88419fd2",
   "metadata": {},
   "source": [
    "Cell 11 does the actual work of creating the list of file names for each scenario of inputs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "2d826385",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nwm.20220822/medium_range_mem3/nwm.t00z.medium_range.land_3.f003.conus.nc\n",
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      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f099.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f102.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f105.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f108.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f111.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f114.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f117.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f120.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f123.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f126.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f129.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f132.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f135.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f138.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f141.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f144.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f147.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f150.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f153.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f156.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f159.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f162.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f165.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f168.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f171.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f174.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f177.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f180.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f183.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f186.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f189.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f192.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f195.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f198.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f201.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t06z.medium_range.land_3.f204.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f003.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f006.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f009.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f012.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f015.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f018.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f021.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f024.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f027.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f030.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f033.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f036.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f039.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f042.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f045.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f048.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f051.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f054.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f057.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f060.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f063.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f066.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f069.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f072.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f075.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f078.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f081.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f084.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f087.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f090.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f093.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f096.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f099.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f102.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f105.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f108.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f111.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f114.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f117.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f120.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f123.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f126.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f129.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f132.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f135.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f138.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f141.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f144.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f147.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f150.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f153.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f156.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f159.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f162.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f165.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f168.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f171.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f174.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f177.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f180.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f183.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f186.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f189.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f192.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f195.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f198.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f201.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t12z.medium_range.land_3.f204.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f003.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f006.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f009.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f012.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f015.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f018.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f021.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f024.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f027.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f030.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f033.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f036.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f039.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f042.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f045.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f048.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f051.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f054.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f057.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f060.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f063.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f066.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f069.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f072.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f075.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f078.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f081.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f084.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f087.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f090.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f093.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f096.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f099.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f102.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f105.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f108.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f111.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f114.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f117.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f120.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f123.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f126.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f129.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f132.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f135.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f138.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f141.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f144.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f147.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f150.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f153.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f156.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f159.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f162.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f165.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f168.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f171.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f174.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f177.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f180.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f183.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f186.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f189.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f192.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f195.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f198.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f201.conus.nc\n",
      "nwm.20220824/medium_range_mem3/nwm.t18z.medium_range.land_3.f204.conus.nc\n"
     ]
    }
   ],
   "source": [
    "#for given date,  run, var, fcst_cycle, and geography, print file names for the valid time (the range of fcst_hours) and dates\n",
    "\n",
    "if runinput == 1: #if short_range\n",
    "    if varinput == 5: #if forcing\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') #create date range\n",
    "\n",
    "            for fc in range (0, 29, 1):\n",
    "                fcst_cycles = (f\"{fc:02d}\") #create forecast cycle range\n",
    "\n",
    "                for fh in range (1,19,1):\n",
    "                    fcst_hours = (f\"{fh:03d}\") #create forecast hours range\n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "\n",
    "    elif varinput == 5 and geoinput == 2: #if forcing and hawaii\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (0, 13, 12):\n",
    "                fcst_cycles = (f\"{fc:02d}\") \n",
    "\n",
    "                for fh in range (1,49,1):\n",
    "                    fcst_hours = (f\"{fh:03d}\") \n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "\n",
    "    elif varinput == 5 and geoinput == 3: #if forcing and puerto rico\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            fcst_cycles = \"06\"\n",
    "\n",
    "            for fh in range (1,48,1):\n",
    "                fcst_hours = (f\"{fh:03d}\") \n",
    "                print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "\n",
    "    elif geoinput == 3: #if puerto rico\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (6, 19, 12):\n",
    "                fcst_cycles = (f\"{fc:02d}\") \n",
    "\n",
    "                for fh in range (1,48,1):\n",
    "                    fcst_hours = (f\"{fh:03d}\") \n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "    else:\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d')\n",
    "            for fc in range (0, 24, 1):\n",
    "                fcst_cycles = (f\"{fc:02d}\") \n",
    "\n",
    "                for fh in range (1,19,1):\n",
    "                    fcst_hours = (f\"{fh:03d}\") \n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "\n",
    "elif runinput == 2: #if medium_range\n",
    "    if varinput == 5: #if forcing\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (0, 13, 6):\n",
    "                fcst_cycles = (f\"{fc:02d}\") \n",
    "\n",
    "                for fh in range (0,240,1):\n",
    "                    fcst_hours = (f\"{fh:03d}\") \n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "    else:\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "            for fc in range (0, 19, 6):\n",
    "                fcst_cycles = (f\"{fc:02d}\")\n",
    "\n",
    "                if memdict == 1: #if medium_range_mem1\n",
    "                    if varinput == 1 or varinput == 3: #if channel or reservoir\n",
    "                        for fh in range (1, 241, 1):\n",
    "                            fcst_hours = (f\"{fh:03d}\") \n",
    "                            print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "\n",
    "                    elif varinput == 2 or varinput ==4: #if land or terrain\n",
    "                        for fh in range (3, 241, 3):\n",
    "                            fcst_hours = (f\"{fh:03d}\") \n",
    "                            print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "                    else:\n",
    "                        print (\"varinput error\")\n",
    "\n",
    "                elif memdict == 2 or memdict == 3 or memdict == 4 or memdict == 5 or memdict == 6 or memdict == 7:#if medium_range_mem_2 through _mem7\n",
    "                    if varinput == 1 or varinput ==3: #if channel or reservoir\n",
    "                        for fh in range (1, 205, 1):\n",
    "                            fcst_hours = (f\"{fh:03d}\") \n",
    "                            print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "\n",
    "                    elif varinput == 2 or varinput == 4: #if land or terrain\n",
    "                        for fh in range (3, 205, 3):\n",
    "                            fcst_hours = (f\"{fh:03d}\") \n",
    "                            print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "                    else:\n",
    "                        print (\"varinput error\")\n",
    "                else:\n",
    "                    print (\"memdict error\")\n",
    "\n",
    "elif runinput == 3: #if medium_range_no_da\n",
    "    if varinput ==1:\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (0, 13, 6):\n",
    "                fcst_cycles = (f\"{fc:02d}\") \n",
    "\n",
    "                for fh in range (3,240,3):\n",
    "                    fcst_hours = (f\"{fh:03d}\") \n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "    else:\n",
    "        print (\"only valid variable for a _no_da type run is channel_rt\")    \n",
    "\n",
    "elif runinput == 4: #if long_range\n",
    "    for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "        date = dt.strftime('%Y%m%d') \n",
    "        for fc in range (0, 19, 6):\n",
    "            fcst_cycles = (f\"{fc:02d}\")\n",
    "\n",
    "            if varinput == 1 or varinput ==3: #if channel or reservoir\n",
    "                for fh in range (6, 721, 6):\n",
    "                    fcst_hours = (f\"{fh:03d}\")\n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "\n",
    "            elif varinput == 2: #if land (no terrain)\n",
    "                for fh in range (24, 721, 24):\n",
    "                    fcst_hours = (f\"{fh:03d}\")\n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "            else:\n",
    "                print (\"varinput error\")\n",
    "            \n",
    "elif runinput == 5: #if analysis_assim (simplest form)\n",
    "    if varinput == 5: #if forcing\n",
    "       for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (0, 20, 1):\n",
    "                fcst_cycles = (f\"{fc:02d}\")\n",
    "\n",
    "                for fh in range (0,3,1):\n",
    "                    fcst_hours = (f\"{fh:02d}\")\n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "\n",
    "    elif varinput == 5 and geoinput == 2: #if forcing and hawaii\n",
    "       for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (0, 19, 1):\n",
    "                fcst_cycles = (f\"{fc:02d}\")\n",
    "\n",
    "                for fh in range (0,3,1):\n",
    "                    fcst_hours = (f\"{fh:02d}\")\n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "    else:\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (0, 24, 1):\n",
    "                fcst_cycles = (f\"{fc:02d}\")\n",
    "\n",
    "                for fh in range (0,3,1):\n",
    "                    fcst_hours = (f\"{fh:02d}\")\n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "            \n",
    "elif runinput == 6: #if analysis_assim_extend\n",
    "    for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "        date = dt.strftime('%Y%m%d') \n",
    "        fcst_cycles = \"16\"\n",
    "\n",
    "        for fh in range (0,28,1):\n",
    "           fcst_hours = (f\"{fh:02d}\")\n",
    "           print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "            \n",
    "elif runinput == 7: #if analysis_assim_extend_no_da\n",
    "    if varinput == 1:\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "            fcst_cycles = \"16\"\n",
    "    \n",
    "            for fh in range (0,28,1):\n",
    "                fcst_hours = (f\"{fh:02d}\")\n",
    "                print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "    else:\n",
    "        print (\"only valid variable for a _no_da type run is channel_rt\")\n",
    "            \n",
    "elif runinput == 8: #if analysis_assim_long\n",
    "    for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "        date = dt.strftime('%Y%m%d') \n",
    "\n",
    "        for fc in range (0, 24, 6):\n",
    "            fcst_cycles = (f\"{fc:02d}\")\n",
    "    \n",
    "            for fh in range (0,12,1):\n",
    "                fcst_hours = (f\"{fh:02d}\")\n",
    "                print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "            \n",
    "elif runinput == 9: #if analysis_assim_long_no_da\n",
    "    if varinput == 1:\n",
    "\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (0, 24, 6):\n",
    "                fcst_cycles = (f\"{fc:02d}\")\n",
    "\n",
    "                for fh in range (0,12,1):\n",
    "                    fcst_hours = (f\"{fh:02d}\")\n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "    else: \n",
    "        print (\"only valid variable for a _no_da type run is channel_rt\")\n",
    "            \n",
    "elif runinput == 10: #if analysis_assim_no_da\n",
    "    if varinput == 1:\n",
    "\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (0, 21, 1):\n",
    "                fcst_cycles = (f\"{fc:02d}\")\n",
    "\n",
    "                for fh in range (0,3,1):\n",
    "                    fcst_hours = (f\"{fh:02d}\")\n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "    else:\n",
    "        print (\"only valid variable for a _no_da type run is channel_rt\")\n",
    "\n",
    "elif runinput == 11 and geoinput ==3 : #if short_range_puertorico_no_da\n",
    "    if varinput == 1:\n",
    "\n",
    "        for dt in rrule.rrule(rrule.DAILY, dtstart=datetime.strptime(start_date, '%Y%m%d'), until=datetime.strptime(end_date, '%Y%m%d')):\n",
    "            date = dt.strftime('%Y%m%d') \n",
    "\n",
    "            for fc in range (6, 19, 12):\n",
    "                fcst_cycles = (f\"{fc:02d}\") \n",
    "                for fh in range (1,49,1):\n",
    "                    fcst_hours = (f\"{fh:03d}\") \n",
    "                    print (makename(date, run, var, fcst_cycles, fcst_hours, geography, run_type, fhprefix, runsuffix, varsuffix, run_typesuffix))\n",
    "    else:\n",
    "        print (\"only valid variable for a _no_da type run is channel_rt\")\n",
    "else:\n",
    "    print (\"run error\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "755dae11",
   "metadata": {},
   "source": [
    "The next step will be to create an interactive dashboard"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6038d7b1",
   "metadata": {},
   "source": []
  }
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