Example_with_depth.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a054acd4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# this notebook is operate within the same folder of download.py & download_setting.py\n",
    "from IPython.display import HTML\n",
    "from addon_dw import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "64011d6e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Support Format:\n",
      "['.csv', '.geotif', '.graph', '.html', '.htmlTable', '.json', '.kml', '.largePdf', '.largePng', '.mat', '.nc', '.nccsv', '.pdf', '.png', '.smallPdf', '.transparentPng', '.tsv', '.xhtml']\n",
      "default = '.nc'\n",
      "Usage: <Code>_dict & <Code>_org_url to get default dataset setting ,where Code can been find with function: show_dataset()\n",
      "Excecute time(function): show_support_format with 0.0 seconds\n",
      "\n",
      "Current supported dataset: 42 --> Not support for dataset with depth for now\n",
      "Excecute time(function): show_dataset with 0.001 seconds\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Dataset</th>\n",
       "      <th>Information</th>\n",
       "      <th>Code</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NOAA/NCEP Global Forecast System (GFS) Atmospheric Model</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_global.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_global.html</a></td>\n",
       "      <td>gfs</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NOAA Coral Reef Watch Monthly Global 5-km Satellite Coral Bleaching Monitoring Products</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/dhw_5km_monthly.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/dhw_5km_monthly.html</a></td>\n",
       "      <td>dhw5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NOAA Coral Reef Watch Monthly Global 5-km Satellite Coral Bleaching Monitoring Products Lon0360</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/dhw_5km_monthly_lon360.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/dhw_5km_monthly_lon360.html</a></td>\n",
       "      <td>dhw5_l360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Weather Research and Forecasting (WRF) Regional Atmospheric Model: Maui-Oahu</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_mo.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_mo.html</a></td>\n",
       "      <td>wrf_mo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Weather Research and Forecasting (WRF) Regional Atmospheric Model: Samoa</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_samoa.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_samoa.html</a></td>\n",
       "      <td>wrf_samoa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Weather Research and Forecasting (WRF) Regional Atmospheric Model: Oahu</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_oa.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_oa.html</a></td>\n",
       "      <td>wrf_oa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Weather Research and Forecasting (WRF) Regional Atmospheric Model: Main Hawaiian Islands</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_hi.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_hi.html</a></td>\n",
       "      <td>wrf_hi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Weather Research and Forecasting (WRF) Regional Atmospheric Model: Guam</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_guam.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_guam.html</a></td>\n",
       "      <td>wrf_guam</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Weather Research and Forecasting (WRF) Regional Atmospheric Model: CNMI</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_cnmi.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/wrf_cnmi.html</a></td>\n",
       "      <td>wrf_cnmi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>NOAA Coral Reef Watch Operational Daily Near-Real-Time Global 5-km Satellite Coral Bleaching Monitoring Products</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/dhw_5km.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/dhw_5km.html</a></td>\n",
       "      <td>dhw5km</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>NOAA Coral Reef Watch Operational Daily Near-Real-Time Global 5-km Satellite Coral Bleaching Monitoring Products, Lon0360</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/dhw_5km_lon360.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/dhw_5km_lon360.html</a></td>\n",
       "      <td>dhw5km_l360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>NOAA/NCEP Global Forecast System (GFS) Atmospheric Model, Lon+/-180</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_global_lon180.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_global_lon180.html</a></td>\n",
       "      <td>gfs_l180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>NOAA/NCEP Global Forecast System (GFS) Atmospheric Model: Pacific</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_pac.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_pac.html</a></td>\n",
       "      <td>gfs_pac</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>NOAA/NCEP Global Forecast System (GFS) Atmospheric Model: Pacific, Lon+/-180</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_pac_lon180.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_pac_lon180.html</a></td>\n",
       "      <td>gfs_pac_l180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): CNMI: 2-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_mari_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_mari_ssh.html</a></td>\n",
       "      <td>roms2d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): CNMI: 3-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_mari.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_mari.html</a></td>\n",
       "      <td>roms3d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): CNMI: Data Assimilating: 2-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_mari_assim_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_mari_assim_ssh.html</a></td>\n",
       "      <td>roms2d_as</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): CNMI: Data Assimilating: 3-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_mari_assim.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_mari_assim.html</a></td>\n",
       "      <td>roms3d_as</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Guam: 2-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_marig_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_marig_ssh.html</a></td>\n",
       "      <td>romsg2d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Guam: 3-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_marig.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_marig.html</a></td>\n",
       "      <td>romsg3d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Oahu South Shore: 2-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiomsg_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiomsg_ssh.html</a></td>\n",
       "      <td>romsos2d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Oahu South Shore: 3-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiomsg.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiomsg.html</a></td>\n",
       "      <td>romsos3d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Samoa: 2-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_samoa_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_samoa_ssh.html</a></td>\n",
       "      <td>romssa2d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Samoa: 3-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_samoa.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_samoa.html</a></td>\n",
       "      <td>romssa3d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Samoa: Data Assimilating: 2-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_samoa_assim_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_samoa_assim_ssh.html</a></td>\n",
       "      <td>romssa2d_as</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Samoa: Data Assimilating: 3-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_samoa_assim.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_samoa_assim.html</a></td>\n",
       "      <td>romssa3d_as</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Main Hawaiian Islands: 2-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_ssh.html</a></td>\n",
       "      <td>romshi2d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Main Hawaiian Islands: 3-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig.html</a></td>\n",
       "      <td>romshi3d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Main Hawaiian Islands: Data Assimilating: 2-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_assim_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_assim_ssh.html</a></td>\n",
       "      <td>romshi2d_as</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Main Hawaiian Islands: Data Assimilating: 3-D Variables</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_assim.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_assim.html</a></td>\n",
       "      <td>romshi3d_as</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Main Hawaiian Islands: Reanalysis: 2-D</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_reanalysis_ssh.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_reanalysis_ssh.html</a></td>\n",
       "      <td>romshi2d_re</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Regional Ocean Modeling System (ROMS): Main Hawaiian Islands: Reanalysis: 3-D</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_reanalysis.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/roms_hiig_reanalysis.html</a></td>\n",
       "      <td>romshi3d_re</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Big Island</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_bigi.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_bigi.html</a></td>\n",
       "      <td>swanbg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Guam</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_guam.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_guam.html</a></td>\n",
       "      <td>swangu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Guam: Apra Harbor</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_apra.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_apra.html</a></td>\n",
       "      <td>swanap</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Kauai</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_kauai.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_kauai.html</a></td>\n",
       "      <td>swanka</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Manua, American Samoa</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_manua.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_manua.html</a></td>\n",
       "      <td>swanma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Maui</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_maui.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_maui.html</a></td>\n",
       "      <td>swanmaui</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Oahu</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_oahu.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_oahu.html</a></td>\n",
       "      <td>swanoh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Rota, CNMI</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_rota.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_rota.html</a></td>\n",
       "      <td>swanro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Saipan, CNMI</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_saipan.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_saipan.html</a></td>\n",
       "      <td>swansa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Simulating WAves Nearshore (SWAN) Regional Wave Model: Tutuila, American Samoa</td>\n",
       "      <td><a href=\"https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_tutuila.html\" target=\"_blank\">https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_tutuila.html</a></td>\n",
       "      <td>swantu</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Show Support Dataset & Format\n",
    "show_support_format()\n",
    "sup_df = show_dataset()\n",
    "sup_df = HTML(sup_df.to_html(render_links=True, escape=False)) # Make url clickable\n",
    "sup_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c6f8edb0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'mdir': True, 'mper': True, 'pdir': True, 'pper': True, 'shgt': True, 'start_date': '(2022-04-25T12:00:00Z)', 'end_date': '(2022-04-30T12:00:00Z)', 'lat_range': [0, 30], 'long_range': [118, 150], 'depth': [0.0, 0.0]}\n"
     ]
    }
   ],
   "source": [
    "# Download swanma to check\n",
    "# Better use the cop slice of dict , like this: \n",
    "from copy import copy \n",
    "mydict = copy(swanma_dict)\n",
    "print(mydict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "89bde010",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'mdir': True, 'mper': True, 'pdir': True, 'pper': True, 'shgt': True, 'start_date': '(2022-04-25T12:00:00Z)', 'end_date': '(2022-04-30T12:00:00Z)', 'lat_range': [-14.35, -14.05], 'long_range': [190.25, 190.65], 'depth': [0.0, 0.0]}\n"
     ]
    }
   ],
   "source": [
    "# We modify some parameter to the website default --> some dataset isn't global , so you can get nothing in random setting\n",
    "mydict[\"lat_range\"] = [-14.35,-14.05]\n",
    "mydict[\"long_range\"] = [190.25,190.65]\n",
    "print(mydict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "3b4856ea",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "test_downloader has been created\n",
      "======Current Dict Settings======\n",
      "{'depth': [0.0, 0.0],\n",
      " 'end_date': '(2022-04-30T12:00:00Z)',\n",
      " 'lat_range': [-14.35, -14.05],\n",
      " 'long_range': [190.25, 190.65],\n",
      " 'mdir': True,\n",
      " 'mper': True,\n",
      " 'pdir': True,\n",
      " 'pper': True,\n",
      " 'shgt': True,\n",
      " 'start_date': '(2022-04-25T12:00:00Z)'}\n",
      "=================================\n",
      "Excecute time(function): set_up with 0.002 seconds\n",
      "Excecute time(function): generate_condiction_url with 0.0 seconds\n",
      "Excecute time(function): define_url_and_output_filename with 0.0 seconds\n",
      "======Current Downloader Settings======\n",
      "{'asyncio': False,\n",
      " 'download_url': 'https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_manua.nc?mdir%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D,mper%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D,pdir%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D,pper%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D,shgt%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D',\n",
      " 'filename': '2022_04_25T12_00_2022_04_30T12_00_0.0_0.0__14.35__14.05_190.25_190.65_swanma.nc',\n",
      " 'filetype': '.nc',\n",
      " 'if_set_up': True,\n",
      " 'name': 'test_downloader',\n",
      " 'ready': True,\n",
      " 'saveflag': 'wb',\n",
      " 'saving_dir': 'C:\\\\Users\\\\user\\\\Desktop\\\\py_erddap\\\\addon',\n",
      " 'target_dict': {'depth': [0.0, 0.0],\n",
      "                 'end_date': '(2022-04-30T12:00:00Z)',\n",
      "                 'lat_range': [-14.35, -14.05],\n",
      "                 'long_range': [190.25, 190.65],\n",
      "                 'mdir': True,\n",
      "                 'mper': True,\n",
      "                 'pdir': True,\n",
      "                 'pper': True,\n",
      "                 'shgt': True,\n",
      "                 'start_date': '(2022-04-25T12:00:00Z)'},\n",
      " 'target_org_url': 'https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_manua.nc?'}\n",
      "=======================================\n",
      "Excecute time(function): last_check_before_download with 0.005 seconds\n"
     ]
    }
   ],
   "source": [
    "# Pass mydict to downloader\n",
    "save_dir = r'C:\\Users\\user\\Desktop\\py_erddap\\addon'\n",
    "d1 = Downloader(name = 'test_downloader') # set name to downloader class\n",
    "d1.set_up(targetDataset_dictionary = mydict,targetDataset_org_url = swanma_org_url) # download swanma for example\n",
    "d1.define_url_and_output_filename(saving_dir = save_dir, suffix = 'swanma') # suffix = words in front of file extension\n",
    "last_check_before_download(d1) # show all setting of the downloader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "56393520",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Request Status | Filename | Finish Time\n",
      "Request OK... 2022_04_25T12_00_2022_04_30T12_00_0.0_0.0__14.35__14.05_190.25_190.65_swanma.nc in 148.6 sec\n"
     ]
    }
   ],
   "source": [
    "d1.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "9ea65ddf",
   "metadata": {},
   "outputs": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:    (time: 121, depth: 1, latitude: 121, longitude: 161)\n",
       "Coordinates:\n",
       "  * time       (time) datetime64[ns] 2022-04-25T12:00:00 ... 2022-04-30T12:00:00\n",
       "  * depth      (depth) float32 0.0\n",
       "  * latitude   (latitude) float32 -14.35 -14.35 -14.35 ... -14.06 -14.05 -14.05\n",
       "  * longitude  (longitude) float32 190.2 190.3 190.3 190.3 ... 190.6 190.6 190.6\n",
       "Data variables:\n",
       "    mdir       (time, depth, latitude, longitude) float32 ...\n",
       "    mper       (time, depth, latitude, longitude) float32 ...\n",
       "    pdir       (time, depth, latitude, longitude) float32 ...\n",
       "    pper       (time, depth, latitude, longitude) float32 ...\n",
       "    shgt       (time, depth, latitude, longitude) float32 ...\n",
       "Attributes: (12/67)\n",
       "    _CoordSysBuilder:              ucar.nc2.dataset.conv.CF1Convention\n",
       "    acknowledgement:               The Pacific Islands Ocean Observing System...\n",
       "    cdm_data_type:                 Grid\n",
       "    comment:                       Model runs produced by Kwok Fai Cheung (ch...\n",
       "    Conventions:                   CF-1.6, ACDD-1.3\n",
       "    creator_email:                 cheung@hawaii.edu\n",
       "    ...                            ...\n",
       "    testOutOfDate:                 now+105hours\n",
       "    time_coverage_end:             2022-04-30T12:00:00Z\n",
       "    time_coverage_resolution:      PT1H\n",
       "    time_coverage_start:           2022-04-25T12:00:00Z\n",
       "    title:                         Simulating WAves Nearshore (SWAN) Regional...\n",
       "    Westernmost_Easting:           190.25</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-053b71c7-8d8e-4b72-83bb-3b59a02bae4c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-053b71c7-8d8e-4b72-83bb-3b59a02bae4c' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 121</li><li><span class='xr-has-index'>depth</span>: 1</li><li><span class='xr-has-index'>latitude</span>: 121</li><li><span class='xr-has-index'>longitude</span>: 161</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-ea857d5d-a2c9-4096-ba2f-60f303798737' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ea857d5d-a2c9-4096-ba2f-60f303798737' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-04-25T12:00:00 ... 2022-04-...</div><input id='attrs-cbef647a-b373-4d01-bdf1-e9e9f206491c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cbef647a-b373-4d01-bdf1-e9e9f206491c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16705b5b-60c7-4008-a370-bd62cff1801a' class='xr-var-data-in' type='checkbox'><label for='data-16705b5b-60c7-4008-a370-bd62cff1801a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_CoordinateAxisType :</span></dt><dd>Time</dd><dt><span>actual_range :</span></dt><dd>[1.650888e+09 1.651320e+09]</dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>ioos_category :</span></dt><dd>Time</dd><dt><span>long_name :</span></dt><dd>Forecast time for ForecastModelRunCollection</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>time_origin :</span></dt><dd>01-JAN-1970 00:00:00</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-04-25T12:00:00.000000000&#x27;, &#x27;2022-04-25T13:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-25T14:00:00.000000000&#x27;, &#x27;2022-04-25T15:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-25T16:00:00.000000000&#x27;, &#x27;2022-04-25T17:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-25T18:00:00.000000000&#x27;, &#x27;2022-04-25T19:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-25T20:00:00.000000000&#x27;, &#x27;2022-04-25T21:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-25T22:00:00.000000000&#x27;, &#x27;2022-04-25T23:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T00:00:00.000000000&#x27;, &#x27;2022-04-26T01:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T02:00:00.000000000&#x27;, &#x27;2022-04-26T03:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T04:00:00.000000000&#x27;, &#x27;2022-04-26T05:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T06:00:00.000000000&#x27;, &#x27;2022-04-26T07:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T08:00:00.000000000&#x27;, &#x27;2022-04-26T09:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T10:00:00.000000000&#x27;, &#x27;2022-04-26T11:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T12:00:00.000000000&#x27;, &#x27;2022-04-26T13:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T14:00:00.000000000&#x27;, &#x27;2022-04-26T15:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T16:00:00.000000000&#x27;, &#x27;2022-04-26T17:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T18:00:00.000000000&#x27;, &#x27;2022-04-26T19:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T20:00:00.000000000&#x27;, &#x27;2022-04-26T21:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-26T22:00:00.000000000&#x27;, &#x27;2022-04-26T23:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T00:00:00.000000000&#x27;, &#x27;2022-04-27T01:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T02:00:00.000000000&#x27;, &#x27;2022-04-27T03:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T04:00:00.000000000&#x27;, &#x27;2022-04-27T05:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T06:00:00.000000000&#x27;, &#x27;2022-04-27T07:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T08:00:00.000000000&#x27;, &#x27;2022-04-27T09:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T10:00:00.000000000&#x27;, &#x27;2022-04-27T11:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T12:00:00.000000000&#x27;, &#x27;2022-04-27T13:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T14:00:00.000000000&#x27;, &#x27;2022-04-27T15:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T16:00:00.000000000&#x27;, &#x27;2022-04-27T17:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T18:00:00.000000000&#x27;, &#x27;2022-04-27T19:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T20:00:00.000000000&#x27;, &#x27;2022-04-27T21:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-27T22:00:00.000000000&#x27;, &#x27;2022-04-27T23:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T00:00:00.000000000&#x27;, &#x27;2022-04-28T01:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T02:00:00.000000000&#x27;, &#x27;2022-04-28T03:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T04:00:00.000000000&#x27;, &#x27;2022-04-28T05:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T06:00:00.000000000&#x27;, &#x27;2022-04-28T07:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T08:00:00.000000000&#x27;, &#x27;2022-04-28T09:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T10:00:00.000000000&#x27;, &#x27;2022-04-28T11:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T12:00:00.000000000&#x27;, &#x27;2022-04-28T13:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T14:00:00.000000000&#x27;, &#x27;2022-04-28T15:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T16:00:00.000000000&#x27;, &#x27;2022-04-28T17:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T18:00:00.000000000&#x27;, &#x27;2022-04-28T19:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T20:00:00.000000000&#x27;, &#x27;2022-04-28T21:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-28T22:00:00.000000000&#x27;, &#x27;2022-04-28T23:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T00:00:00.000000000&#x27;, &#x27;2022-04-29T01:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T02:00:00.000000000&#x27;, &#x27;2022-04-29T03:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T04:00:00.000000000&#x27;, &#x27;2022-04-29T05:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T06:00:00.000000000&#x27;, &#x27;2022-04-29T07:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T08:00:00.000000000&#x27;, &#x27;2022-04-29T09:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T10:00:00.000000000&#x27;, &#x27;2022-04-29T11:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T12:00:00.000000000&#x27;, &#x27;2022-04-29T13:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T14:00:00.000000000&#x27;, &#x27;2022-04-29T15:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T16:00:00.000000000&#x27;, &#x27;2022-04-29T17:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T18:00:00.000000000&#x27;, &#x27;2022-04-29T19:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T20:00:00.000000000&#x27;, &#x27;2022-04-29T21:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-29T22:00:00.000000000&#x27;, &#x27;2022-04-29T23:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-30T00:00:00.000000000&#x27;, &#x27;2022-04-30T01:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-30T02:00:00.000000000&#x27;, &#x27;2022-04-30T03:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-30T04:00:00.000000000&#x27;, &#x27;2022-04-30T05:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-30T06:00:00.000000000&#x27;, &#x27;2022-04-30T07:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-30T08:00:00.000000000&#x27;, &#x27;2022-04-30T09:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-30T10:00:00.000000000&#x27;, &#x27;2022-04-30T11:00:00.000000000&#x27;,\n",
       "       &#x27;2022-04-30T12:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>depth</span></div><div class='xr-var-dims'>(depth)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0</div><input id='attrs-fb87e617-58a0-4432-b0ec-330ac15c6d8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fb87e617-58a0-4432-b0ec-330ac15c6d8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-912f2ec9-28e1-4bb8-89a4-ef39719b57c5' class='xr-var-data-in' type='checkbox'><label for='data-912f2ec9-28e1-4bb8-89a4-ef39719b57c5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_CoordinateAxisType :</span></dt><dd>Height</dd><dt><span>_CoordinateZisPositive :</span></dt><dd>down</dd><dt><span>actual_range :</span></dt><dd>[0. 0.]</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>ioos_category :</span></dt><dd>Location</dd><dt><span>long_name :</span></dt><dd>Depth</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>short_name :</span></dt><dd>depth</dd><dt><span>standard_name :</span></dt><dd>depth</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><pre>array([0.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-14.35 -14.35 ... -14.05 -14.05</div><input id='attrs-9a6137f9-d05f-451d-a757-5ee6a26a0058' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9a6137f9-d05f-451d-a757-5ee6a26a0058' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee47f4c8-b399-48fe-80de-5ff7c316e069' class='xr-var-data-in' type='checkbox'><label for='data-ee47f4c8-b399-48fe-80de-5ff7c316e069' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_CoordinateAxisType :</span></dt><dd>Lat</dd><dt><span>actual_range :</span></dt><dd>[-14.35 -14.05]</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>ioos_category :</span></dt><dd>Location</dd><dt><span>long_name :</span></dt><dd>Latitude</dd><dt><span>short_name :</span></dt><dd>lat</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-14.35    , -14.347501, -14.345   , -14.342501, -14.34    , -14.337501,\n",
       "       -14.335   , -14.3325  , -14.33    , -14.3275  , -14.325001, -14.3225  ,\n",
       "       -14.320001, -14.3175  , -14.315001, -14.3125  , -14.31    , -14.307501,\n",
       "       -14.305   , -14.302501, -14.3     , -14.297501, -14.295   , -14.2925  ,\n",
       "       -14.29    , -14.2875  , -14.285001, -14.2825  , -14.280001, -14.2775  ,\n",
       "       -14.275001, -14.2725  , -14.27    , -14.2675  , -14.265   , -14.262501,\n",
       "       -14.26    , -14.257501, -14.255   , -14.252501, -14.25    , -14.2475  ,\n",
       "       -14.245001, -14.2425  , -14.240001, -14.2375  , -14.235001, -14.2325  ,\n",
       "       -14.23    , -14.2275  , -14.225   , -14.222501, -14.22    , -14.217501,\n",
       "       -14.215   , -14.212501, -14.21    , -14.2075  , -14.205   , -14.2025  ,\n",
       "       -14.200001, -14.1975  , -14.195001, -14.1925  , -14.190001, -14.1875  ,\n",
       "       -14.185   , -14.182501, -14.18    , -14.177501, -14.175   , -14.172501,\n",
       "       -14.17    , -14.1675  , -14.165   , -14.1625  , -14.160001, -14.1575  ,\n",
       "       -14.155001, -14.1525  , -14.150001, -14.1475  , -14.145   , -14.1425  ,\n",
       "       -14.14    , -14.137501, -14.135   , -14.132501, -14.13    , -14.127501,\n",
       "       -14.125   , -14.1225  , -14.120001, -14.1175  , -14.115001, -14.1125  ,\n",
       "       -14.110001, -14.1075  , -14.105   , -14.1025  , -14.1     , -14.097501,\n",
       "       -14.095   , -14.092501, -14.09    , -14.087501, -14.085   , -14.0825  ,\n",
       "       -14.08    , -14.0775  , -14.075001, -14.0725  , -14.070001, -14.0675  ,\n",
       "       -14.065001, -14.0625  , -14.06    , -14.057501, -14.055   , -14.052501,\n",
       "       -14.05    ], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>190.2 190.3 190.3 ... 190.6 190.6</div><input id='attrs-3d750ee7-51d8-46c1-8032-0031731b15de' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d750ee7-51d8-46c1-8032-0031731b15de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f8be818a-45f6-4214-80ea-4f4337cbb7a7' class='xr-var-data-in' type='checkbox'><label for='data-f8be818a-45f6-4214-80ea-4f4337cbb7a7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>_CoordinateAxisType :</span></dt><dd>Lon</dd><dt><span>actual_range :</span></dt><dd>[190.25 190.65]</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>ioos_category :</span></dt><dd>Location</dd><dt><span>long_name :</span></dt><dd>Longitude</dd><dt><span>short_name :</span></dt><dd>lon</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([190.25  , 190.2525, 190.255 , 190.2575, 190.26  , 190.2625, 190.265 ,\n",
       "       190.2675, 190.27  , 190.2725, 190.275 , 190.2775, 190.28  , 190.2825,\n",
       "       190.285 , 190.2875, 190.29  , 190.2925, 190.295 , 190.2975, 190.3   ,\n",
       "       190.3025, 190.305 , 190.3075, 190.31  , 190.3125, 190.315 , 190.3175,\n",
       "       190.32  , 190.3225, 190.325 , 190.3275, 190.33  , 190.3325, 190.335 ,\n",
       "       190.3375, 190.34  , 190.3425, 190.345 , 190.3475, 190.35  , 190.3525,\n",
       "       190.355 , 190.3575, 190.36  , 190.3625, 190.365 , 190.3675, 190.37  ,\n",
       "       190.3725, 190.375 , 190.3775, 190.38  , 190.3825, 190.385 , 190.3875,\n",
       "       190.39  , 190.3925, 190.395 , 190.3975, 190.4   , 190.4025, 190.405 ,\n",
       "       190.4075, 190.41  , 190.4125, 190.415 , 190.4175, 190.42  , 190.4225,\n",
       "       190.425 , 190.4275, 190.43  , 190.4325, 190.435 , 190.4375, 190.44  ,\n",
       "       190.4425, 190.445 , 190.4475, 190.45  , 190.4525, 190.455 , 190.4575,\n",
       "       190.46  , 190.4625, 190.465 , 190.4675, 190.47  , 190.4725, 190.475 ,\n",
       "       190.4775, 190.48  , 190.4825, 190.485 , 190.4875, 190.49  , 190.4925,\n",
       "       190.495 , 190.4975, 190.5   , 190.5025, 190.505 , 190.5075, 190.51  ,\n",
       "       190.5125, 190.515 , 190.5175, 190.52  , 190.5225, 190.525 , 190.5275,\n",
       "       190.53  , 190.5325, 190.535 , 190.5375, 190.54  , 190.5425, 190.545 ,\n",
       "       190.5475, 190.55  , 190.5525, 190.555 , 190.5575, 190.56  , 190.5625,\n",
       "       190.565 , 190.5675, 190.57  , 190.5725, 190.575 , 190.5775, 190.58  ,\n",
       "       190.5825, 190.585 , 190.5875, 190.59  , 190.5925, 190.595 , 190.5975,\n",
       "       190.6   , 190.6025, 190.605 , 190.6075, 190.61  , 190.6125, 190.615 ,\n",
       "       190.6175, 190.62  , 190.6225, 190.625 , 190.6275, 190.63  , 190.6325,\n",
       "       190.635 , 190.6375, 190.64  , 190.6425, 190.645 , 190.6475, 190.65  ],\n",
       "      dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ed8764db-8e0c-406d-81ff-69a60c59a8cc' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ed8764db-8e0c-406d-81ff-69a60c59a8cc' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>mdir</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-92eb7590-5caf-4cac-a951-1da9b918deb8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-92eb7590-5caf-4cac-a951-1da9b918deb8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb3a3e6b-f3e6-4d60-99bd-38ba71d41790' class='xr-var-data-in' type='checkbox'><label for='data-eb3a3e6b-f3e6-4d60-99bd-38ba71d41790' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>colorBarMaximum :</span></dt><dd>360.0</dd><dt><span>colorBarMinimum :</span></dt><dd>0.0</dd><dt><span>coordinates :</span></dt><dd>time_run time z lat lon</dd><dt><span>ioos_category :</span></dt><dd>Surface Waves</dd><dt><span>long_name :</span></dt><dd>mean wave direction</dd><dt><span>short_name :</span></dt><dd>mdir</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_from_direction</dd><dt><span>units :</span></dt><dd>degrees</dd><dt><span>valid_range :</span></dt><dd>[  0. 360.]</dd></dl></div><div class='xr-var-data'><pre>[2357201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mper</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f8ebdfd8-2a26-491c-a6c0-08efd83341fd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f8ebdfd8-2a26-491c-a6c0-08efd83341fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4070a816-d64b-477e-9800-edf35f310785' class='xr-var-data-in' type='checkbox'><label for='data-4070a816-d64b-477e-9800-edf35f310785' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>colorBarMaximum :</span></dt><dd>15.0</dd><dt><span>colorBarMinimum :</span></dt><dd>0.0</dd><dt><span>coordinates :</span></dt><dd>time_run time z lat lon</dd><dt><span>ioos_category :</span></dt><dd>Surface Waves</dd><dt><span>long_name :</span></dt><dd>mean wave period</dd><dt><span>short_name :</span></dt><dd>mper</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment</dd><dt><span>units :</span></dt><dd>second</dd><dt><span>valid_range :</span></dt><dd>[ 0. 30.]</dd></dl></div><div class='xr-var-data'><pre>[2357201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pdir</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-00bebc2b-8b75-4d81-9395-7682e608a928' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-00bebc2b-8b75-4d81-9395-7682e608a928' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-925f8da0-4ac5-4584-a665-fbad3c1dd2ec' class='xr-var-data-in' type='checkbox'><label for='data-925f8da0-4ac5-4584-a665-fbad3c1dd2ec' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>colorBarMaximum :</span></dt><dd>360.0</dd><dt><span>colorBarMinimum :</span></dt><dd>0.0</dd><dt><span>coordinates :</span></dt><dd>time_run time z lat lon</dd><dt><span>ioos_category :</span></dt><dd>Surface Waves</dd><dt><span>long_name :</span></dt><dd>peak wave direction</dd><dt><span>short_name :</span></dt><dd>pdir</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_from_direction</dd><dt><span>units :</span></dt><dd>degrees</dd><dt><span>valid_range :</span></dt><dd>[  0. 360.]</dd></dl></div><div class='xr-var-data'><pre>[2357201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pper</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1c0dc5fb-ee7e-4104-b801-dbbc0dad9e05' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1c0dc5fb-ee7e-4104-b801-dbbc0dad9e05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9a60a59f-dc24-4a9e-8bc9-79819810e0b2' class='xr-var-data-in' type='checkbox'><label for='data-9a60a59f-dc24-4a9e-8bc9-79819810e0b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>colorBarMaximum :</span></dt><dd>20.0</dd><dt><span>colorBarMinimum :</span></dt><dd>0.0</dd><dt><span>coordinates :</span></dt><dd>time_run time z lat lon</dd><dt><span>ioos_category :</span></dt><dd>Surface Waves</dd><dt><span>long_name :</span></dt><dd>peak wave period</dd><dt><span>short_name :</span></dt><dd>pper</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_period_at_variance_spectral_density_maximum</dd><dt><span>units :</span></dt><dd>second</dd><dt><span>valid_range :</span></dt><dd>[ 0. 30.]</dd></dl></div><div class='xr-var-data'><pre>[2357201 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>shgt</span></div><div class='xr-var-dims'>(time, depth, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bd371c9b-9123-4b89-aa5f-2db7bbd03855' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd371c9b-9123-4b89-aa5f-2db7bbd03855' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c85c346d-7baf-4e85-b13d-1317b91e2379' class='xr-var-data-in' type='checkbox'><label for='data-c85c346d-7baf-4e85-b13d-1317b91e2379' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>colorBarMaximum :</span></dt><dd>1.0</dd><dt><span>colorBarMinimum :</span></dt><dd>0.0</dd><dt><span>coordinates :</span></dt><dd>time_run time z lat lon</dd><dt><span>ioos_category :</span></dt><dd>Surface Waves</dd><dt><span>long_name :</span></dt><dd>significant wave height</dd><dt><span>short_name :</span></dt><dd>hs</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_significant_height</dd><dt><span>units :</span></dt><dd>meters</dd><dt><span>valid_range :</span></dt><dd>[ 0. 20.]</dd></dl></div><div class='xr-var-data'><pre>[2357201 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-31e9deb8-5e25-40d4-bf4c-75cf626d9e49' class='xr-section-summary-in' type='checkbox'  ><label for='section-31e9deb8-5e25-40d4-bf4c-75cf626d9e49' class='xr-section-summary' >Attributes: <span>(67)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>_CoordSysBuilder :</span></dt><dd>ucar.nc2.dataset.conv.CF1Convention</dd><dt><span>acknowledgement :</span></dt><dd>The Pacific Islands Ocean Observing System (PacIOOS) is funded through the National Oceanic and Atmospheric Administration (NOAA) as a Regional Association within the U.S. Integrated Ocean Observing System (IOOS). PacIOOS is coordinated by the University of Hawaii School of Ocean and Earth Science and Technology (SOEST).</dd><dt><span>cdm_data_type :</span></dt><dd>Grid</dd><dt><span>comment :</span></dt><dd>Model runs produced by Kwok Fai Cheung (cheung@hawaii.edu).</dd><dt><span>Conventions :</span></dt><dd>CF-1.6, ACDD-1.3</dd><dt><span>creator_email :</span></dt><dd>cheung@hawaii.edu</dd><dt><span>creator_institution :</span></dt><dd>University of Hawaii at Manoa</dd><dt><span>creator_name :</span></dt><dd>Kwok Fai Cheung</dd><dt><span>creator_type :</span></dt><dd>person</dd><dt><span>creator_url :</span></dt><dd>https://www.soest.hawaii.edu/ore/people/faculty/kwok-fai-cheung/</dd><dt><span>date_created :</span></dt><dd>2019-08-20</dd><dt><span>date_issued :</span></dt><dd>2019-08-20</dd><dt><span>date_metadata_modified :</span></dt><dd>2021-03-30</dd><dt><span>date_modified :</span></dt><dd>2019-08-20</dd><dt><span>defaultGraphQuery :</span></dt><dd>shgt</dd><dt><span>drawLandMask :</span></dt><dd>off</dd><dt><span>Easternmost_Easting :</span></dt><dd>190.65</dd><dt><span>geospatial_bounds :</span></dt><dd>POLYGON ((-14.35 -169.75, -14.05 -169.75, -14.05 -169.35, -14.35 -169.35, -14.35 -169.75))</dd><dt><span>geospatial_bounds_crs :</span></dt><dd>EPSG:4326</dd><dt><span>geospatial_lat_max :</span></dt><dd>-14.05</dd><dt><span>geospatial_lat_min :</span></dt><dd>-14.35</dd><dt><span>geospatial_lat_resolution :</span></dt><dd>0.002499999999999991</dd><dt><span>geospatial_lat_units :</span></dt><dd>degrees_north</dd><dt><span>geospatial_lon_max :</span></dt><dd>190.65</dd><dt><span>geospatial_lon_min :</span></dt><dd>190.25</dd><dt><span>geospatial_lon_units :</span></dt><dd>degrees_east</dd><dt><span>geospatial_vertical_max :</span></dt><dd>0.0</dd><dt><span>geospatial_vertical_min :</span></dt><dd>0.0</dd><dt><span>geospatial_vertical_positive :</span></dt><dd>down</dd><dt><span>geospatial_vertical_units :</span></dt><dd>m</dd><dt><span>history :</span></dt><dd>2019-08-20T00:00:00Z New dataset. ;\n",
       "FMRC Best Dataset\n",
       "2022-08-19T05:35:45Z https://pae-paha.pacioos.hawaii.edu/thredds/dodsC/swan_manua/SWAN_Manua_Regional_Wave_Model_best.ncd\n",
       "2022-08-19T05:35:45Z https://pae-paha.pacioos.hawaii.edu/erddap/griddap/swan_manua.nc?mdir%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D,mper%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D,pdir%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D,pper%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D,shgt%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0.0):1:(0.0)%5D%5B(-14.35):1:(-14.05)%5D%5B(190.25):1:(190.65)%5D</dd><dt><span>id :</span></dt><dd>swan_manua</dd><dt><span>infoUrl :</span></dt><dd>https://www.pacioos.hawaii.edu/waves/model-manua/</dd><dt><span>institution :</span></dt><dd>Pacific Islands Ocean Observing System (PacIOOS)</dd><dt><span>instrument :</span></dt><dd>Not Applicable &gt; Not Applicable</dd><dt><span>instrument_vocabulary :</span></dt><dd>GCMD Instrument Keywords</dd><dt><span>ISO_Topic_Categories :</span></dt><dd>oceans</dd><dt><span>keywords :</span></dt><dd>Earth Science &gt; Oceans &gt; Ocean Waves &gt; Significant Wave Height, Earth Science &gt; Oceans &gt; Ocean Waves &gt; Wave Period, Earth Science &gt; Oceans &gt; Ocean Waves &gt; Wave Speed/Direction, Earth Science Services &gt; Models &gt; Ocean General Circulation Models (OGCM)/Regional Ocean Models, Earth Science Services &gt; Models &gt; Weather Research/Forecast Models</dd><dt><span>keywords_vocabulary :</span></dt><dd>GCMD Science Keywords</dd><dt><span>license :</span></dt><dd>The data may be used and redistributed for free but is not intended for legal use, since it may contain inaccuracies. Neither the data Contributor, University of Hawaii, PacIOOS, NOAA, State of Hawaii nor the United States Government, nor any of their employees or contractors, makes any warranty, express or implied, including warranties of merchantability and fitness for a particular purpose, or assumes any legal liability for the accuracy, completeness, or usefulness, of this information.</dd><dt><span>location :</span></dt><dd>Proto fmrc:SWAN_Manua_Regional_Wave_Model</dd><dt><span>locations :</span></dt><dd>Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Manua, Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Ofu, Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Olosega, Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Tau</dd><dt><span>locations_vocabulary :</span></dt><dd>GCMD Location Keywords</dd><dt><span>metadata_link :</span></dt><dd>https://www.pacioos.hawaii.edu/metadata/swan_manua.html</dd><dt><span>naming_authority :</span></dt><dd>org.pacioos</dd><dt><span>Northernmost_Northing :</span></dt><dd>-14.05</dd><dt><span>platform :</span></dt><dd>Models/Analyses &gt; &gt; Operational Models</dd><dt><span>platform_vocabulary :</span></dt><dd>GCMD Platform Keywords</dd><dt><span>program :</span></dt><dd>Pacific Islands Ocean Observing System (PacIOOS)</dd><dt><span>project :</span></dt><dd>Pacific Islands Ocean Observing System (PacIOOS)</dd><dt><span>publisher_email :</span></dt><dd>info@pacioos.org</dd><dt><span>publisher_institution :</span></dt><dd>Pacific Islands Ocean Observing System (PacIOOS)</dd><dt><span>publisher_name :</span></dt><dd>Pacific Islands Ocean Observing System (PacIOOS)</dd><dt><span>publisher_type :</span></dt><dd>institution</dd><dt><span>publisher_url :</span></dt><dd>http://www.pacioos.hawaii.edu</dd><dt><span>references :</span></dt><dd>http://swanmodel.sourceforge.net</dd><dt><span>source :</span></dt><dd>Simulating WAves Nearshore (SWAN) numerical wave model</dd><dt><span>sourceUrl :</span></dt><dd>https://pae-paha.pacioos.hawaii.edu/thredds/dodsC/swan_manua/SWAN_Manua_Regional_Wave_Model_best.ncd</dd><dt><span>Southernmost_Northing :</span></dt><dd>-14.35</dd><dt><span>standard_name_vocabulary :</span></dt><dd>CF Standard Name Table v39</dd><dt><span>summary :</span></dt><dd>Simulating WAves Nearshore (SWAN) regional wave model 7-day output with a 5-day hourly forecast for the Manua Islands (Ofu, Olosega, and Tau) of American Samoa at approximately 275-m resolution. This high-resolution model is utilized to capture shallow water effects and nearshore coastal dynamics such as refracting, shoaling, and smaller scale shadowing. It is run directly after the Samoa regional WaveWatch III (WW3) wave model (ww3_samoa) has completed. Please note that some of the nested model setup is still in the testing and validation phase. While considerable effort has been made to implement all model components in a thorough, correct, and accurate manner, numerous sources of error are possible. As such, please use these data with the caution appropriate for any ocean related activity.</dd><dt><span>testOutOfDate :</span></dt><dd>now+105hours</dd><dt><span>time_coverage_end :</span></dt><dd>2022-04-30T12:00:00Z</dd><dt><span>time_coverage_resolution :</span></dt><dd>PT1H</dd><dt><span>time_coverage_start :</span></dt><dd>2022-04-25T12:00:00Z</dd><dt><span>title :</span></dt><dd>Simulating WAves Nearshore (SWAN) Regional Wave Model: Manua, American Samoa</dd><dt><span>Westernmost_Easting :</span></dt><dd>190.25</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:    (time: 121, depth: 1, latitude: 121, longitude: 161)\n",
       "Coordinates:\n",
       "  * time       (time) datetime64[ns] 2022-04-25T12:00:00 ... 2022-04-30T12:00:00\n",
       "  * depth      (depth) float32 0.0\n",
       "  * latitude   (latitude) float32 -14.35 -14.35 -14.35 ... -14.06 -14.05 -14.05\n",
       "  * longitude  (longitude) float32 190.2 190.3 190.3 190.3 ... 190.6 190.6 190.6\n",
       "Data variables:\n",
       "    mdir       (time, depth, latitude, longitude) float32 ...\n",
       "    mper       (time, depth, latitude, longitude) float32 ...\n",
       "    pdir       (time, depth, latitude, longitude) float32 ...\n",
       "    pper       (time, depth, latitude, longitude) float32 ...\n",
       "    shgt       (time, depth, latitude, longitude) float32 ...\n",
       "Attributes: (12/67)\n",
       "    _CoordSysBuilder:              ucar.nc2.dataset.conv.CF1Convention\n",
       "    acknowledgement:               The Pacific Islands Ocean Observing System...\n",
       "    cdm_data_type:                 Grid\n",
       "    comment:                       Model runs produced by Kwok Fai Cheung (ch...\n",
       "    Conventions:                   CF-1.6, ACDD-1.3\n",
       "    creator_email:                 cheung@hawaii.edu\n",
       "    ...                            ...\n",
       "    testOutOfDate:                 now+105hours\n",
       "    time_coverage_end:             2022-04-30T12:00:00Z\n",
       "    time_coverage_resolution:      PT1H\n",
       "    time_coverage_start:           2022-04-25T12:00:00Z\n",
       "    title:                         Simulating WAves Nearshore (SWAN) Regional...\n",
       "    Westernmost_Easting:           190.25"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Import Data to check\n",
    "import xarray as xr\n",
    "xr.set_options(display_style = \"html\")\n",
    "ds = xr.open_dataset(d1.filepath, engine=\"netcdf4\")\n",
    "ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8cf81b20",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "test_downloader has been created\n",
      "======Current Dict Settings======\n",
      "{'dlwrfsfc': True,\n",
      " 'dswrfsfc': True,\n",
      " 'end_date': '(2022-04-30T12:00:00Z)',\n",
      " 'lat_range': [0, 30],\n",
      " 'long_range': [118, 150],\n",
      " 'pratesfc': True,\n",
      " 'prmslmsl': True,\n",
      " 'rh2m': True,\n",
      " 'start_date': '(2022-04-25T12:00:00Z)',\n",
      " 'tmp2m': True,\n",
      " 'tmpsfc': True,\n",
      " 'ugrd10m': True,\n",
      " 'vgrd10m': True}\n",
      "=================================\n",
      "Excecute time(function): set_up with 0.002 seconds\n",
      "Excecute time(function): generate_condiction_url with 0.001 seconds\n",
      "Excecute time(function): define_url_and_output_filename with 0.001 seconds\n",
      "======Current Downloader Settings======\n",
      "{'asyncio': False,\n",
      " 'download_url': 'https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_global.nc?tmpsfc%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D,tmp2m%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D,ugrd10m%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D,vgrd10m%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D,pratesfc%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D,rh2m%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D,prmslmsl%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D,dlwrfsfc%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D,dswrfsfc%5B(2022-04-25T12:00:00Z):1:(2022-04-30T12:00:00Z)%5D%5B(0):1:(30)%5D%5B(118):1:(150)%5D',\n",
      " 'filename': '2022_04_25T12_00_2022_04_30T12_00_0_30_118_150_gfs.nc',\n",
      " 'filetype': '.nc',\n",
      " 'if_set_up': True,\n",
      " 'name': 'test_downloader',\n",
      " 'ready': True,\n",
      " 'saveflag': 'wb',\n",
      " 'saving_dir': 'C:\\\\Users\\\\user\\\\Desktop\\\\py_erddap\\\\addon',\n",
      " 'target_dict': {'dlwrfsfc': True,\n",
      "                 'dswrfsfc': True,\n",
      "                 'end_date': '(2022-04-30T12:00:00Z)',\n",
      "                 'lat_range': [0, 30],\n",
      "                 'long_range': [118, 150],\n",
      "                 'pratesfc': True,\n",
      "                 'prmslmsl': True,\n",
      "                 'rh2m': True,\n",
      "                 'start_date': '(2022-04-25T12:00:00Z)',\n",
      "                 'tmp2m': True,\n",
      "                 'tmpsfc': True,\n",
      "                 'ugrd10m': True,\n",
      "                 'vgrd10m': True},\n",
      " 'target_org_url': 'https://pae-paha.pacioos.hawaii.edu/erddap/griddap/ncep_global.nc?'}\n",
      "=======================================\n",
      "Excecute time(function): last_check_before_download with 0.011 seconds\n",
      "Request Status | Filename | Finish Time\n",
      "Request OK... 2022_04_25T12_00_2022_04_30T12_00_0_30_118_150_gfs.nc in 17.3 sec\n"
     ]
    }
   ],
   "source": [
    "# Since Dataset without \"depth\" still works fine\n",
    "save_dir = r'C:\\Users\\user\\Desktop\\py_erddap\\addon'\n",
    "d1 = Downloader(name = 'test_downloader') # set name to downloader class\n",
    "d1.set_up(targetDataset_dictionary = gfs_dict,targetDataset_org_url = gfs_org_url) # download gfs for example\n",
    "d1.define_url_and_output_filename(saving_dir = save_dir, suffix = 'gfs') # suffix = words in front of file extension\n",
    "last_check_before_download(d1) # show all setting of the downloader\n",
    "d1.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cec74182",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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