python-cmr-opendap-urls.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from cmr import CollectionQuery, GranuleQuery, ToolQuery, ServiceQuery, VariableQuery\n",
    "from cmr.queries import CMR_UAT, CMR_OPS\n",
    "import re"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Specify your environment and collection short name and version. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "mode = CMR_UAT #CMR_UAT or CMR_OPS for PROD \n",
    "short_name = 'M2I3NVAER'\n",
    "version = '5.12.4'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Run ```python_cmr``` granule query"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "number of granules: 1110\n",
      "number of downloadable granules: 1110\n"
     ]
    }
   ],
   "source": [
    "api_granule = GranuleQuery(mode=mode)\n",
    "api_granule.parameters(\n",
    "    short_name= short_name,\n",
    "    version = version,\n",
    "\n",
    ")\n",
    "print('number of granules: ' + str(api_granule.hits()))\n",
    "api_granule_downloadable = api_granule.downloadable()\n",
    "print('number of downloadable granules: ' + str(api_granule_downloadable.hits()))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Select a specific number of random granules to grab via ```.get(some_number)``` or get all granules with ```.get_all()```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#granules = api_granule.get(1000)\n",
    "granules = api_granule.get_all()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now I will loop over the granules to get a list of opendap URLs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "found 1110 opendap links\n"
     ]
    }
   ],
   "source": [
    "opendap_url_list = []\n",
    "for i in range(0,len(granules)):\n",
    "    for element in granules[i]['links']:\n",
    "        if 'opendap' in element['href']:\n",
    "            opendap_url_list.append(element['href'])\n",
    "            break\n",
    "\n",
    "print('found ' + str(len(opendap_url_list)) + ' opendap links')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now I will do the same loop but only looking for cloud opendap URLs which use the earthdata.nasa.gov in the URL "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "found 1023 cloud opendap links\n"
     ]
    }
   ],
   "source": [
    "cloud_opendap_url_list = []\n",
    "\n",
    "search_component = 'opendap.*earthdata.nasa.gov'\n",
    "regex_pattern = re.compile(search_component)\n",
    "\n",
    "\n",
    "for i in range(0,len(granules)):\n",
    "    for element in granules[i]['links']:\n",
    "        if regex_pattern.search(element['href']):\n",
    "            cloud_opendap_url_list.append(element['href'])\n",
    "            break\n",
    "\n",
    "print('found ' + str(len(cloud_opendap_url_list)) + ' cloud opendap links')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "found 87 on-prem opendap links\n"
     ]
    }
   ],
   "source": [
    "onprem_opendap_url_list = []\n",
    "search_component = 'gesdisc.eosdis.nasa.gov.*opendap'\n",
    "regex_pattern = re.compile(search_component)\n",
    "\n",
    "\n",
    "for i in range(0,len(granules)):\n",
    "    for element in granules[i]['links']:\n",
    "        if regex_pattern.search(element['href']) is not None and '.html' not in element['href']:\n",
    "            onprem_opendap_url_list.append(element['href'])\n",
    "            break\n",
    "\n",
    "print('found ' + str(len(onprem_opendap_url_list)) + ' on-prem opendap links')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "success! on prem and cloud URLs sum to total number of opendap URLs found\n"
     ]
    }
   ],
   "source": [
    "if len(onprem_opendap_url_list) + len(cloud_opendap_url_list) == len(opendap_url_list):\n",
    "    print('success! on prem and cloud URLs sum to total number of opendap URLs found')\n",
    "else:\n",
    "    print('WARNING: on prem and cloud URLs DO NOT sum to total number of opendap URLs found')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "View any of the lists generated"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
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       " ...]"
      ]
     },
     "execution_count": 49,
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