{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Using APIs\n",
    "\n",
    "Exam Topics Covered:\n",
    "2.1 Implement robust REST API error handling for time outs and rate limits\n",
    "\n",
    "2.2 Implement control flow of consumer code for unrecoverable REST API errors\n",
    "\n",
    "2.3 Identify ways to optimize API usage through HTTP cache controls\n",
    "\n",
    "2.4 Construct an application that consumes a REST API that supports pagination\n",
    "\n",
    "2.5 Describe the steps in the OAuth2 three-legged authorization code grant flow"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Handling Timeouts"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The code below implements a loop that will retry three times to connect to the site, and when the site fails to respond after 5 seconds a ReadTimeout exception will be thrown. Alternatively, the URL can be modified to a non-existent site and in this case a ConnectionError will be caught and the error displayed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Retries exceeded, got error HTTPSConnectionPool(host='httpbin.org', port=443): Read timed out. (read timeout=5)\n"
     ]
    }
   ],
   "source": [
    "import requests\n",
    "\n",
    "# Try to connect for up to 5 seconds, then retry up to 3 times\n",
    "timeout = 5\n",
    "attempts = 3\n",
    "\n",
    "# This site can be used for testing, the delay/10 adds a 10 second delay to the response\n",
    "url = 'https://httpbin.org/delay/10'\n",
    "# Comment the above url and uncomment below to test the unavailable host functionality\n",
    "#url = 'https://alkfjdsaofjasld.com'\n",
    "\n",
    "for i in range(attempts):\n",
    "    try:\n",
    "        resp = requests.get(url, timeout=timeout)\n",
    "    \n",
    "    # If the request succeeded, then break out of loop\n",
    "        if resp.ok:\n",
    "            break\n",
    "    # This is what happens if the site is valid but doesn't respond in a timely manner\n",
    "    except requests.exceptions.ReadTimeout as err:\n",
    "        if i + 1 == attempts:\n",
    "            print(f'Retries exceeded, got error {err}')\n",
    "            \n",
    "    # This is what happens if the site is completely unreachable\n",
    "    except requests.exceptions.ConnectionError as err:\n",
    "        if i + 1 == attempts:\n",
    "            print(f'Retries exceeded, got error {err}')\n",
    "            \n",
    "      "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Handling Rate Limits"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "API implementations often impose a rate limit on the number of requests in some way in order to prevent against oversubscription of resources.  This is often implemented as number of requests per minute.  For example, Cisco's public DNA Center sandbox for some calls only allows 5 requests per minute.  When the API limit is reached,  the server will return HTTP status `429 Too Many Requests`.\n",
    "\n",
    "> Interestingly, the rate limiter may be applied to some endpoints but not others.  During writing of the below script, it was discovered that the rate limit does not apply to the /network-device API calls.  However,  it does apply to calls to /client-detail.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "REQUEST #1\n",
      "{ 'response': { 'apManagerInterfaceIp': '',\n",
      "                'associatedWlcIp': '',\n",
      "                'bootDateTime': '2020-03-12 16:05:32',\n",
      "                'collectionInterval': 'Global Default',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Supported',\n",
      "                'errorCode': None,\n",
      "                'errorDescription': None,\n",
      "                'family': 'Wireless Controller',\n",
      "                'hostname': '3504_WLC',\n",
      "                'id': '72dc1f0a-e4da-4ec3-a055-822416894dd5',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': '72dc1f0a-e4da-4ec3-a055-822416894dd5',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': '<status><general '\n",
      "                                         'code=\"SUCCESS\"/></status>',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '50:61:bf:57:2f:00',\n",
      "                'managementIpAddress': '10.10.20.51',\n",
      "                'memorySize': '3735220224',\n",
      "                'platformId': 'AIR-CT3504-K9',\n",
      "                'reachabilityFailureReason': '',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': 'FCW2218M0B1',\n",
      "                'series': 'Cisco 3500 Series Wireless LAN Controller',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': '',\n",
      "                'softwareType': 'Cisco Controller',\n",
      "                'softwareVersion': '8.8.111.0',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 3504 Wireless LAN Controller',\n",
      "                'upTime': '102 days, 7:41:06.00',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #2\n",
      "{ 'response': { 'apManagerInterfaceIp': '',\n",
      "                'associatedWlcIp': '',\n",
      "                'bootDateTime': '2020-02-27 15:29:59',\n",
      "                'collectionInterval': 'Global Default',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Supported',\n",
      "                'errorCode': None,\n",
      "                'errorDescription': None,\n",
      "                'family': 'Switches and Hubs',\n",
      "                'hostname': 'leaf1',\n",
      "                'id': '3dd27ed6-44f9-486d-abaf-a779781431a0',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': '3dd27ed6-44f9-486d-abaf-a779781431a0',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': '<status><general '\n",
      "                                         'code=\"SUCCESS\"/></status>',\n",
      "                'lastUpdateTime': 1592873279404,\n",
      "                'lastUpdated': '2020-06-23 00:47:59',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:72:78:54:d1:00',\n",
      "                'managementIpAddress': '10.10.20.81',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'C9300-48U',\n",
      "                'reachabilityFailureReason': '',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': 'FCW2214L0VK',\n",
      "                'series': 'Cisco Catalyst 9300 Series Switches',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': '',\n",
      "                'softwareType': 'IOS-XE',\n",
      "                'softwareVersion': '16.6.4a',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': None,\n",
      "                'type': 'Cisco Catalyst 9300 Switch',\n",
      "                'upTime': '116 days, 9:18:32.13',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #3\n",
      "{ 'response': { 'apManagerInterfaceIp': '',\n",
      "                'associatedWlcIp': '',\n",
      "                'bootDateTime': '2020-02-27 15:29:41',\n",
      "                'collectionInterval': 'Global Default',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Supported',\n",
      "                'errorCode': None,\n",
      "                'errorDescription': None,\n",
      "                'family': 'Switches and Hubs',\n",
      "                'hostname': 'leaf2.abc.inc',\n",
      "                'id': '5bc5b967-3f83-4195-891c-788f3e9048f3',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': '5bc5b967-3f83-4195-891c-788f3e9048f3',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': '<status><general '\n",
      "                                         'code=\"SUCCESS\"/></status>',\n",
      "                'lastUpdateTime': 1592873501745,\n",
      "                'lastUpdated': '2020-06-23 00:51:41',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '50:61:bf:ec:07:80',\n",
      "                'managementIpAddress': '10.10.20.82',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'C9300-48U',\n",
      "                'reachabilityFailureReason': '',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': 'FCW2214L0UZ',\n",
      "                'series': 'Cisco Catalyst 9300 Series Switches',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': '',\n",
      "                'softwareType': 'IOS-XE',\n",
      "                'softwareVersion': '16.6.4a',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': None,\n",
      "                'type': 'Cisco Catalyst 9300 Switch',\n",
      "                'upTime': '116 days, 9:22:56.64',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #4\n",
      "{ 'response': { 'apManagerInterfaceIp': '',\n",
      "                'associatedWlcIp': '',\n",
      "                'bootDateTime': '2020-02-12 19:01:36',\n",
      "                'collectionInterval': 'Global Default',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Supported',\n",
      "                'errorCode': None,\n",
      "                'errorDescription': None,\n",
      "                'family': 'Switches and Hubs',\n",
      "                'hostname': 'spine1.abc.inc',\n",
      "                'id': '2f0b7d3b-c9e1-491e-a584-f272b5403719',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': '2f0b7d3b-c9e1-491e-a584-f272b5403719',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': '<status><general '\n",
      "                                         'code=\"SUCCESS\"/></status>',\n",
      "                'lastUpdateTime': 1592873316091,\n",
      "                'lastUpdated': '2020-06-23 00:48:36',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '70:01:b5:5d:1b:00',\n",
      "                'managementIpAddress': '10.10.20.80',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'WS-C3850-24P-L',\n",
      "                'reachabilityFailureReason': '',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'DISTRIBUTION',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': 'FCW2212D05S',\n",
      "                'series': 'Cisco Catalyst 3850 Series Ethernet Stackable '\n",
      "                          'Switch',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': '',\n",
      "                'softwareType': 'IOS-XE',\n",
      "                'softwareVersion': '16.3.5b',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': None,\n",
      "                'type': 'Cisco Catalyst38xx stack-able ethernet switch',\n",
      "                'upTime': '131 days, 5:47:53.36',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #5\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-1',\n",
      "                'id': '8b5fb4b6-2c84-409f-9950-c2d12e06ed17',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': '8b5fb4b6-2c84-409f-9950-c2d12e06ed17',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:02:00',\n",
      "                'managementIpAddress': '10.10.20.241',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0001',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'Global/HQ/Floor 17',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:24:13.360',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "Sleeping for 60 seconds...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "REQUEST #6\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-10',\n",
      "                'id': 'fe55667c-6de4-4657-b68c-60f17b21d23b',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': 'fe55667c-6de4-4657-b68c-60f17b21d23b',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:0b:00',\n",
      "                'managementIpAddress': '10.10.20.250',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0010',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'default-location ',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:22:56.380',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #7\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-2',\n",
      "                'id': 'd5069e6d-e5f5-4917-b522-1e5d93c66ea0',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': 'd5069e6d-e5f5-4917-b522-1e5d93c66ea0',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:03:00',\n",
      "                'managementIpAddress': '10.10.20.242',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0002',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'Global/HQ/Floor 17',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:24:13.360',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #8\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-3',\n",
      "                'id': 'da13b595-7ed9-4fc8-ba3a-d7b6cbff6dcc',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': 'da13b595-7ed9-4fc8-ba3a-d7b6cbff6dcc',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:04:00',\n",
      "                'managementIpAddress': '10.10.20.243',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0003',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'Global/HQ/Floor 17',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:23:05.360',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #9\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-4',\n",
      "                'id': 'f696638c-53fe-4b42-b6c1-a37d8892e736',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': 'f696638c-53fe-4b42-b6c1-a37d8892e736',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:05:00',\n",
      "                'managementIpAddress': '10.10.20.244',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0004',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'default-location ',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:18:57.370',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #10\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-5',\n",
      "                'id': '75d57d36-dade-40cb-aac3-b2267e7e0180',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': '75d57d36-dade-40cb-aac3-b2267e7e0180',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:06:00',\n",
      "                'managementIpAddress': '10.10.20.245',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0005',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'default-location ',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:18:57.370',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "Sleeping for 60 seconds...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "REQUEST #11\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-6',\n",
      "                'id': '39cc2101-1a68-455e-a2a7-49d1cfb31835',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': '39cc2101-1a68-455e-a2a7-49d1cfb31835',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:07:00',\n",
      "                'managementIpAddress': '10.10.20.246',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0006',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'default-location ',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:22:55.370',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #12\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-7',\n",
      "                'id': 'b2bf41bf-0e2f-4255-85ad-4ca403686b3a',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': 'b2bf41bf-0e2f-4255-85ad-4ca403686b3a',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:08:00',\n",
      "                'managementIpAddress': '10.10.20.247',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0007',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'default-location ',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:22:55.370',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #13\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-8',\n",
      "                'id': 'bafa2b45-b827-48d5-9022-8c66b5a5b18f',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': 'bafa2b45-b827-48d5-9022-8c66b5a5b18f',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:09:00',\n",
      "                'managementIpAddress': '10.10.20.248',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0008',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'default-location ',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:22:55.370',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #14\n",
      "{ 'response': { 'apManagerInterfaceIp': '10.10.20.51',\n",
      "                'associatedWlcIp': '10.10.20.51',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'NA',\n",
      "                'collectionStatus': 'Managed',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'null',\n",
      "                'errorDescription': None,\n",
      "                'family': 'Unified AP',\n",
      "                'hostname': 'T1-9',\n",
      "                'id': '85daf2da-571a-4570-9ce3-c68867ad891a',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': '85daf2da-571a-4570-9ce3-c68867ad891a',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': 'NA',\n",
      "                'lastUpdateTime': 1592869592780,\n",
      "                'lastUpdated': '2020-06-22 23:46:32',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': '00:2b:01:00:0a:00',\n",
      "                'managementIpAddress': '10.10.20.249',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': 'AIR-AP1141N-A-K9',\n",
      "                'reachabilityFailureReason': 'NA',\n",
      "                'reachabilityStatus': 'Reachable',\n",
      "                'role': 'ACCESS',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': '1140K0009',\n",
      "                'series': 'Cisco 1140 Series Unified Access Points',\n",
      "                'snmpContact': '',\n",
      "                'snmpLocation': 'default-location ',\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': '8.5.97.162',\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': '16666',\n",
      "                'type': 'Cisco 1140 Unified Access Point',\n",
      "                'upTime': '96days 02:22:55.370',\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n",
      "REQUEST #15\n",
      "{ 'response': { 'apManagerInterfaceIp': '',\n",
      "                'associatedWlcIp': '',\n",
      "                'bootDateTime': None,\n",
      "                'collectionInterval': 'Global Default',\n",
      "                'collectionStatus': 'Could Not Synchronize',\n",
      "                'deviceSupportLevel': 'Unsupported',\n",
      "                'errorCode': 'DEV-UNREACHED',\n",
      "                'errorDescription': 'SNMP timeouts are occurring with this '\n",
      "                                    'device. Either the SNMP credentials are '\n",
      "                                    'not correctly provided to controller or '\n",
      "                                    'the device is responding slow and SNMP '\n",
      "                                    'timeout is low. If it is a timeout issue, '\n",
      "                                    'controller will attempt to progressively '\n",
      "                                    'adjust the timeout in subsequent '\n",
      "                                    'collection cycles to get device to '\n",
      "                                    'managed state. User can also run '\n",
      "                                    'discovery again only for this device '\n",
      "                                    'using the discovery feature after '\n",
      "                                    'adjusting the timeout and SNMP '\n",
      "                                    'credentials as required. Or user can '\n",
      "                                    'update the timeout and SNMP credentials '\n",
      "                                    'as required using update credentials.',\n",
      "                'family': None,\n",
      "                'hostname': None,\n",
      "                'id': 'c0cfcb54-cac7-49bf-ad40-f437307426b0',\n",
      "                'instanceTenantId': '5e5a432575161200cc4ac95c',\n",
      "                'instanceUuid': 'c0cfcb54-cac7-49bf-ad40-f437307426b0',\n",
      "                'interfaceCount': '0',\n",
      "                'inventoryStatusDetail': '<status><general '\n",
      "                                         'code=\"DEV_UNREACHED\"/></status>',\n",
      "                'lastUpdateTime': 1592867299643,\n",
      "                'lastUpdated': '2020-06-22 23:08:19',\n",
      "                'lineCardCount': '0',\n",
      "                'lineCardId': '',\n",
      "                'location': None,\n",
      "                'locationName': None,\n",
      "                'macAddress': None,\n",
      "                'managementIpAddress': '192.0.2.1',\n",
      "                'memorySize': 'NA',\n",
      "                'platformId': None,\n",
      "                'reachabilityFailureReason': 'SNMP Connectivity Failed',\n",
      "                'reachabilityStatus': 'Unreachable',\n",
      "                'role': 'UNKNOWN',\n",
      "                'roleSource': 'AUTO',\n",
      "                'serialNumber': None,\n",
      "                'series': None,\n",
      "                'snmpContact': None,\n",
      "                'snmpLocation': None,\n",
      "                'softwareType': None,\n",
      "                'softwareVersion': None,\n",
      "                'tagCount': '0',\n",
      "                'tunnelUdpPort': None,\n",
      "                'type': None,\n",
      "                'upTime': None,\n",
      "                'waasDeviceMode': None},\n",
      "  'version': '1.0'}\n"
     ]
    }
   ],
   "source": [
    "import requests\n",
    "from requests.auth import HTTPBasicAuth\n",
    "import time\n",
    "from pprint import pprint\n",
    "\n",
    "username = \"devnetuser\"\n",
    "password = \"Cisco123!\"\n",
    "hostname = \"sandboxdnac2.cisco.com\"\n",
    "\n",
    "headers = {\"Content-Type\": \"application/json\"}\n",
    "# Use Basic Authentication\n",
    "auth = HTTPBasicAuth(username, password)\n",
    "\n",
    "# Request URL for the token\n",
    "login_url = f\"https://{hostname}/dna/system/api/v1/auth/token\"\n",
    "\n",
    "# Retrieve the token\n",
    "resp = requests.post(login_url, headers=headers, auth=auth)\n",
    "token = resp.json()['Token']\n",
    "\n",
    "# Add the token to subsequent requests\n",
    "headers['X-Auth-Token'] = token\n",
    "\n",
    "url = f\"https://{hostname}/dna/intent/api/v1/network-device\"\n",
    "resp = requests.get(url, headers=headers, auth=auth)\n",
    "\n",
    "count = 0\n",
    "# Loop over devices and get device by id\n",
    "# Each time we reach five requests, pause for 60 seconds to avoid the rate limit\n",
    "for i, device in enumerate(resp.json()['response']):\n",
    "    count += 1\n",
    "    device_count = len(resp.json()['response'])\n",
    "    print (f\"REQUEST #{i+1}\")\n",
    "    url = f\"https://{hostname}/dna/intent/api/v1/network-device/{device['id']}\"\n",
    "    req = requests.get(url, headers=headers, auth=auth)\n",
    "    pprint(req.json(), indent=2)\n",
    "    if count == 5 and (i+1) < device_count:\n",
    "        print(\"Sleeping for 60 seconds...\")\n",
    "        time.sleep(60)\n",
    "        count = 0\n",
    "    \n",
    "    \n",
    "        \n",
    "    \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## HTTP Caching\n",
    "\n",
    "### Cache-Control Options\n",
    "\n",
    "Public - any cache along the path may cache the content.  Often paired with a max-age which indicates the number of seconds that the content can be considered fresh.  Expires header could also be used to provide a specific date of expiry.  \n",
    "\n",
    "Private - only the client itself is permitted to cache the content. No caching allowed by intermediary cache engines between the client and the server.  \n",
    "\n",
    "No-Store - Forbids caching at all, not even by the client.  Typically used for sensitive data, such as personal financial data. \n",
    "\n",
    "Absent - no cache-control provided at all.  RFC suggests using heuristic-based caching.  Client makes an educated guess on how long to cache based on the \"last modified\" header.\n",
    "\n",
    "> The Python requests module does not natively support caching.  The CacheControl package can be used,  which can be installed with `pip install cachecontrol`.\n",
    "\n",
    "Entity Tag (ETag) - A field in the HTTP response header that can be populated with a hash value,  and which will be updated by the server if the content has changed.  Clients can compare the cached hash value with the value in new requests to determine if the content has changed. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Pagination\n",
    "\n",
    "Some API calls may set a limit on the number of objects that are returned in a single call.  In this case, the API should return paging details in the JSON body including the URL to request the next set of data as well as the previous set.  If Previous is empty,  then we are on the first set of data.  If Next is empty, then we know we have reached the end of the dataset.  Some API implementations follow RFC5988, which includes a Link header in the format:\n",
    "\n",
    "`Link: <https://webexapis.com/v1/people?displayName=Harold&max=10&before&after=Y2lzY29zcGFyazovL3VzL1BFT1BMRS83MTZlOWQxYy1jYTQ0LTRmZWQtOGZjYS05ZGY0YjRmNDE3ZjU>; rel=\"next\"`\n",
    "\n",
    "The above example if from the Webex API, which implements RFC5988.  This is described in the API documentation here:  https://developer.webex.com/docs/api/basics \n",
    "\n",
    "In the code below,  first we get the Room IDs for the WebEx Teams rooms I am a member of.  Then in Example #1,  I retrieve the members from the DevNet Dev Support Questions room while limiting the number of objects to 5,  and display the Link header.  Example #2 shows how you can create a continuous function that follows the Link URL and displays the content.  The While loop is broken when the Link header is no longer present,  returning None when we try to retrieve it with headers.get('Link').   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-------------------------ROOM IDs-------------------------\n",
      "\n",
      "Bot_Testing Y2lzY29zcGFyazovL3VzL1JPT00vNjJmN2RjNDAtYTZhZi0xMWVhLTk1ZDctYzNlZGNhMDI5OGQx\n",
      "DevNet Dev Support Questions Y2lzY29zcGFyazovL3VzL1JPT00vNGZlOTQ2MTAtZjA2MS0xMWU1LWI4Y2UtMTEzZjhkZmMxNGJl\n",
      "-------------------------EXAMPLE #1-------------------------\n",
      "\n",
      "NEXT URL:\n",
      "<https://webexapis.com/v1/memberships?roomId=Y2lzY29zcGFyazovL3VzL1JPT00vNGZlOTQ2MTAtZjA2MS0xMWU1LWI4Y2UtMTEzZjhkZmMxNGJl&max=5&cursor=cm9vbUlkPTRmZTk0NjEwLWYwNjEtMTFlNS1iOGNlLTExM2Y4ZGZjMTRiZSZsaW1pdD01JmJlZm9yZSZhZnRlcj0wMDI1ZWU0NS1lNjc5LTQwMGMtYjEzYi1jMGYxNWE3MjUzZjI=>; rel=\"next\"\n",
      "-------------------------EXAMPLE #2-------------------------\n",
      "\n",
      "Matt Mullen\n",
      "NEXT: https://webexapis.com/v1/memberships?roomId=Y2lzY29zcGFyazovL3VzL1JPT00vNjJmN2RjNDAtYTZhZi0xMWVhLTk1ZDctYzNlZGNhMDI5OGQx&max=1&cursor=cm9vbUlkPTYyZjdkYzQwLWE2YWYtMTFlYS05NWQ3LWMzZWRjYTAyOThkMSZsaW1pdD0xJmJlZm9yZSZhZnRlcj1iYmRiZDljNC1hMTRkLTQwMTYtYjVjZi1jOGExNzY0MWI1YWQ\n",
      "bottymcbotalot\n",
      "NEXT: https://webexapis.com/v1/memberships?roomId=Y2lzY29zcGFyazovL3VzL1JPT00vNjJmN2RjNDAtYTZhZi0xMWVhLTk1ZDctYzNlZGNhMDI5OGQx&max=1&cursor=cm9vbUlkPTYyZjdkYzQwLWE2YWYtMTFlYS05NWQ3LWMzZWRjYTAyOThkMSZsaW1pdD0xJmJlZm9yZSZhZnRlcj1jY2MwZDI0Mi1lMDY3LTQ3YTItOGY5Mi1kMzYzNjBkMjA3ZjY\n",
      "No Link header,  finished!\n"
     ]
    }
   ],
   "source": [
    "import requests\n",
    "import re\n",
    "\n",
    "api_path = \"https://webexapis.com/v1\"\n",
    "# This is my personal access token that is only good for 12 hours.\n",
    "# You can retrieve your token here: https://developer.webex.com/docs/api/getting-started\n",
    "token = \"ZTQ3ZWEzYmQtNGJkNS00NjU4LThjNmUtZmM1ZjJkZjA3ZDk3MmY0NjYzMjEtZmIx_PF84_consumer\"\n",
    "headers = {\"Authorization\": f\"Bearer {token}\"}\n",
    "\n",
    "print('-' * 25 + 'ROOM IDs' + '-' * 25 + '\\n')\n",
    "\n",
    "# List the rooms, and collect the ID for the DevNet Support Questions room\n",
    "get_rooms = requests.get(f\"{api_path}/rooms\", headers=headers)\n",
    "for room in get_rooms.json()['items']:\n",
    "    print(room['title'], room['id'])\n",
    "    if room['title'] == \"DevNet Dev Support Questions\":\n",
    "        id = room['id']\n",
    "\n",
    "# Pass the Room ID and Max number of records to return in as query parameters\n",
    "# In the first example the room has 5000 members but we are limiting the\n",
    "# returned objects to 5 with the \"max\" parameter\n",
    "params = {\"roomId\": id, \"max\": 5}\n",
    "\n",
    "\n",
    "print('-' * 25 + 'EXAMPLE #1' + '-' * 25 + '\\n')\n",
    "\n",
    "response = requests.get(f\"{api_path}/memberships\", headers=headers, params=params)\n",
    "\n",
    "# The Link header indicates the URL to retrieve the next set of room members\n",
    "# We can get this url from the `links` attribute of the response object\n",
    "# It can also be retrieved from the headers, but would require extra parsing\n",
    "# due to the formatting\n",
    "print('NEXT URL:')\n",
    "print(response.headers.get('Link'))\n",
    "response.headers.get('Link')\n",
    "'<https://webexapis.com/v1/memberships?roomId=Y2lzY29zcGFyazovL3VzL1JPT00vNGZlOTQ2MTAtZjA2MS0xMWU1LWI4Y2UtMTEzZjhkZmMxNGJl&max=5&cursor=cm9vbUlkPTRmZTk0NjEwLWYwNjEtMTFlNS1iOGNlLTExM2Y4ZGZjMTRiZSZsaW1pdD01JmJlZm9yZSZhZnRlcj0wMDI1ZWU0NS1lNjc5LTQwMGMtYjEzYi1jMGYxNWE3MjUzZjI=>; rel=\"next\"'\n",
    "\n",
    "response.links\n",
    "{'next': {'url': 'https://webexapis.com/v1/memberships?roomId=Y2lzY29zcGFyazovL3VzL1JPT00vNGZlOTQ2MTAtZjA2MS0xMWU1LWI4Y2UtMTEzZjhkZmMxNGJl&max=5&cursor=cm9vbUlkPTRmZTk0NjEwLWYwNjEtMTFlNS1iOGNlLTExM2Y4ZGZjMTRiZSZsaW1pdD01JmJlZm9yZSZhZnRlcj0wMDI1ZWU0NS1lNjc5LTQwMGMtYjEzYi1jMGYxNWE3MjUzZjI=', 'rel': 'next'}}\n",
    "\n",
    "\n",
    "print('-' * 25 + 'EXAMPLE #2' + '-' * 25 + '\\n')\n",
    "\n",
    "# This function will follow the Link URLs until there are no more, printing out\n",
    "# the member display name and next URL at each iteration.  This room only has\n",
    "# 2 members, so setting the max parameter to 1 so that pagination occurs\n",
    "\n",
    "def get_members(room_id):\n",
    "    params = {\"roomId\": room_id, \"max\": 1}\n",
    "    # Make the initial request and print the member name\n",
    "    response = requests.get(f\"{api_path}/memberships\", headers=headers, params=params)\n",
    "    print(response.json()['items'][0]['personDisplayName'])\n",
    "    # Loop until the Link header is empty or not present\n",
    "    while response.headers.get('Link'):\n",
    "        # Get the URL from the Link header\n",
    "        next_url = response.links['next']['url']\n",
    "        print(f\"NEXT: {next_url}\")\n",
    "        # Request the next set of data\n",
    "        response = requests.get(next_url, headers=headers)\n",
    "        if response.headers.get('Link'):\n",
    "            print(response.json()['items'][0]['personDisplayName'])\n",
    "        else:\n",
    "            print('No Link header,  finished!')\n",
    "\n",
    "# Execute the function using the Bot_Testing RoomID\n",
    "get_members(\"Y2lzY29zcGFyazovL3VzL1JPT00vNjJmN2RjNDAtYTZhZi0xMWVhLTk1ZDctYzNlZGNhMDI5OGQx\")"
   ]
  },
  {
   "attachments": {
    "image.png": {
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"
    }
   },
   "cell_type": "markdown",
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    "## OAuth2 Three-legged Authorization Code Grant Flow\n",
    "\n",
    "OAuth2 is an authorization framework that enables login and access to resources via a third-party. It is defined in RFC 6749:  https://tools.ietf.org/html/rfc6749/. A good example of this implementation can be seen when logging into Cisco DevNet using Github credentials. \n",
    "\n",
    "4 Main Components\n",
    "- Resource Owner - the client making the request (end-user, or User-Agent in the formal docs)\n",
    "- Client Application - The third-party application that wants to obtain access to the resources. The client makes requests on behalf of the resource owner and with their authorization\n",
    "- Authorization Server - the service which determines what the client has access to (ex. Github) and can also handle Authentication (not prescribed in OAuth 2.0).  Issues access tokens to the client after authenticating a resource owner and confirming that the owner authorizes the client to access the protected resource\n",
    "- Resource Server - the entity hosting protected resources\n",
    "\n",
    "![image.png](attachment:image.png)\n",
    "\n",
    "1. The client, usually a web-based service, receives a request to access a protected resource. To access the resources, the client requires authorization from the resource owner.\n",
    "\n",
    "2. The client redirects the resource owner's user-agent to the authorization server.\n",
    "\n",
    "3. The authorization server authenticates the resource owner, confirms resource access, and gathers consent if not previously saved.\n",
    "\n",
    "4. The authorization server redirects the resource owner's user agent to the client.\n",
    "\n",
    "5. During the redirection process, the authorization server appends an authorization code.\n",
    "\n",
    "6. The client receives the authorization code and authenticates to the authorization server to exchange the code for an access token.\n",
    "\n",
    "> Note that this example assumes a confidential client. Public clients are not required to authenticate.\n",
    "\n",
    "7. If the authorization code is valid, the authorization server returns an access token (and a refresh token, if configured) to the client.\n",
    "\n",
    "8. The client requests access to the protected resources from the resource server.\n",
    "\n",
    "9. The resource server contacts the authorization server to validate the access token.\n",
    "\n",
    "10. The authorization server validates the token and responds to the resource server.\n",
    "\n",
    "11. If the token is valid, the resource server allows the client access to the protected resources.\n",
    "\n",
    "> Reference for the above: https://backstage.forgerock.com/docs/am/6.5/oauth2-guide/#figure-oauth2-authz"
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    "Real World Example: Logging into DevNet Sandbox using Github\n",
    "\n",
    "1. Resource owner (User) selects \"Login using Github\" when accessing the Client App (DevNet)\n",
    "2. The Client App (DevNet) redirects the user browser to the Authorization server (GitHub)\n",
    "3. The Authorization Server (Github) then asks the Resource owner to log in and asks the client to provide consent (ex. allow DevNet to access your Github email address)\n",
    "4. The Authorization Server (Github) then redirects the browser back to the Client (DevNet) and provides an authorization code\n",
    "5. The Client (DevNet) receives the authorization code and exchanges it with the Authorization Server (Github) for an access token\n",
    "6. The Client (DevNet) then requests access to the Resource Server (DevNet Sandbox) with the access token\n",
    "7. If access token is valid,  Resource Server (DevNet Sandbox) returns the requested resources"
   ]
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