Get an access token with a Google service account

service_account-access_token.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get an access token with a service account\n",
    "\n",
    "I will present two ways to get an access token for a service account."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Install the dependencies\n",
    "!pip install jwt google-auth google-api-python-client"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Manual way (not recommended)\n",
    "\n",
    "All the documentation is available [https://developers.google.com/identity/protocols/oauth2/service-account](here)\n",
    "\n",
    "The steps to get an access token are:\n",
    "1. Retrieve the service account key JSON file from the Google Developers Console\n",
    "2. Create the JWT claim set with the contents of the key JSON file and a scope value\n",
    "3. Call Google API (https://oauth2.googleapis.com/token) to get an access token"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import logging\n",
    "import os\n",
    "import time\n",
    "\n",
    "import jwt\n",
    "\n",
    "logger = logging.getLogger(__name__)\n",
    "\n",
    "class GoogleAuth:\n",
    "    \"\"\"Allow to get a valid access token\n",
    "\n",
    "    Documentation:\n",
    "    https://developers.google.com/identity/protocols/oauth2/service-account#httprest\n",
    "\n",
    "    Example::\n",
    "\n",
    "    >>> gauth = GoogleAuth(\"credentials.json\", \"https://www.googleapis.com/auth/calendar.readonly\")\n",
    "    >>> gauth.get_access_token()\n",
    "    >>> gauth.token\n",
    "    \"\"\"\n",
    "\n",
    "    def __init__(self, filename: str, scope: str, delegate_account: str = None):\n",
    "        \"\"\"Initialize the GoogleAuth object with a credentials file and a scope\n",
    "\n",
    "        :param filename: Path to the service account json file, retrieved from the Google Developers Console\n",
    "        :type filename: str\n",
    "        :param scope: The scope of the access token\n",
    "        :type scope: str\n",
    "        :param delegate_account: The email of the account to impersonate (optional). If not provided, the service account email will be used.\n",
    "        :type delegate_account: str\n",
    "        \"\"\"\n",
    "        if not os.path.isfile(filename):  # check that the file exists\n",
    "            raise Exception(\"File {} does not exist\".format(filename))\n",
    "        self.filename = filename\n",
    "        self.scope = scope\n",
    "        self.delegate_account = delegate_account\n",
    "        self.jwt = self.get_jwt()\n",
    "        self.token = None\n",
    "\n",
    "    def get_jwt(self):\n",
    "        \"\"\"Get a JWT from the service account json file\n",
    "\n",
    "        The information to how to get a JWT is available at:\n",
    "        https://developers.google.com/identity/protocols/oauth2/service-account#httprest\n",
    "\n",
    "        This function don't call the Google API, it only read the json file.\n",
    "        \n",
    "        :return: The JWT as a string\n",
    "        :rtype: str\n",
    "        \"\"\"\n",
    "        service_account = json.loads(open(self.filename, \"rb\").read())\n",
    "        iat = time.time()\n",
    "\n",
    "        payload = {\n",
    "            \"iss\": service_account.get(\"client_email\"),\n",
    "            \"sub\": self.delegate_account or service_account.get(\"client_email\"),\n",
    "            \"aud\": \"https://oauth2.googleapis.com/token\",\n",
    "            \"scope\": self.scope,\n",
    "            \"iat\": iat,\n",
    "            \"exp\": iat + 3600,\n",
    "        }\n",
    "        return jwt.encode(\n",
    "            payload=payload,\n",
    "            key=service_account.get(\"private_key\"),\n",
    "            headers={\"kid\": service_account.get(\"private_key_id\")},\n",
    "            algorithm=\"RS256\",\n",
    "        )\n",
    "\n",
    "    def get_access_token(self):\n",
    "        \"\"\"Get a valid access token\n",
    "\n",
    "        This function call the Google API to get a valid access token.\n",
    "        If the token is expired, it will'nt be refreshed.\n",
    "        \n",
    "        :return: The access token as a string\n",
    "        :rtype: str\n",
    "        \"\"\"\n",
    "        if not self.jwt:\n",
    "            raise Exception(\"Can't proceed without a JWT\")\n",
    "        import requests\n",
    "\n",
    "        response = requests.post(\n",
    "            url=\"https://oauth2.googleapis.com/token\",\n",
    "            headers={\"Content-Type\": \"application/x-www-form-urlencoded\"},\n",
    "            data={\n",
    "                \"grant_type\": \"urn:ietf:params:oauth:grant-type:jwt-bearer\",\n",
    "                \"assertion\": self.jwt,\n",
    "            },\n",
    "        )\n",
    "        if not response.ok:\n",
    "            logger.error(response.text)\n",
    "            response.raise_for_status()\n",
    "        self.token = response.json().get(\"access_token\")\n",
    "        return self.token"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "gauth = GoogleAuth(\"credentials.json\", \"https://www.googleapis.com/auth/calendar.readonly\")\n",
    "gauth.get_access_token()\n",
    "print(gauth.token)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Automatic way (recommanded)\n",
    "\n",
    "Because the logic and cryptographic details of the process are complex, Google recommends that you use the library way to get an access token."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [],
   "source": [
    "from google.oauth2 import service_account\n",
    "\n",
    "scopes = ['https://www.googleapis.com/auth/calendar.readonly']\n",
    "filename = 'credentials.json'\n",
    "\n",
    "credentials = service_account.Credentials.from_service_account_file(filename=filename, scopes=scopes)\n",
    "# credentials = credentials.with_subject('[email protected]') # optional (in case you need to delegate a user)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The recovery of the access token can seem strange, but we must use the `build()` method and make a call to obtain an `access token`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "import googleapiclient.discovery\n",
    "\n",
    "# We'll use the Oauth2 API for this example.\n",
    "client = googleapiclient.discovery.build('oauth2', 'v2', credentials=credentials)\n",
    "# Ask for a token\n",
    "client.tokeninfo().execute()\n",
    "print(credentials.token)"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "7fb69ec69fe00c8a6e21064408ad6b5048c964396efeff3292e27c59d9a7ee10"
  },
  "kernelspec": {
   "display_name": "Python 3.10.1 ('.venv': venv)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.1"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}