components/llm_service/notebooks/Sharepoint.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3ad9f322-9e5b-4c82-8ac8-fa74f88b6600",
   "metadata": {},
   "outputs": [],
   "source": [
    "PROJECT_ID = \"nasa-genie-dev\"\n",
    "REGION = \"us-central1\"\n",
    "import os\n",
    "os.environ[\"PROJECT_ID\"] = PROJECT_ID"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e7eb2174-c8e5-4d50-ad07-46316f9df0e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append(\"../../common/src\")\n",
    "sys.path.append(\"../src\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1f0aeeef-012c-4b41-ab5e-270fe9aafa4a",
   "metadata": {},
   "outputs": [],
   "source": [
    "ONEDRIVE_CLIENT_ID = \"821b598e-4662-4f63-a858-e57837256e7f\"\n",
    "os.environ[\"ONEDRIVE_CLIENT_ID\"] = ONEDRIVE_CLIENT_ID\n",
    "ONEDRIVE_TENANT_ID = \"4b9ba20d-5ed9-4ed9-b867-ec77f339bc9c\"\n",
    "os.environ[\"ONEDRIVE_TENANT_ID\"] = ONEDRIVE_TENANT_ID"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2aa0f44e-4db7-43fa-993a-a3e0397ae35b",
   "metadata": {},
   "outputs": [],
   "source": [
    "PG_HOST=None\n",
    "del os.environ[\"PG_HOST\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "282744a7-1807-4902-bfcc-df081f0424c7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: [config/config.py:57 - <module>()] Namespace File not found, setting job namespace as default\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:173: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatDatabricks`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:343: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatMlflow`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:173: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatDatabricks`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:343: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatMlflow`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:173: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatDatabricks`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:343: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatMlflow`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:173: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatDatabricks`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:343: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatMlflow`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:173: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatDatabricks`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:343: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatMlflow`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:173: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatDatabricks`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:343: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatMlflow`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:173: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatDatabricks`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:343: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatMlflow`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_core/_api/deprecation.py:117: LangChainDeprecationWarning: The class `langchain_community.chat_models.cohere.ChatCohere` was deprecated in langchain-community 0.0.30 and will be removed in 0.2.0. An updated version of the class exists in the langchain-cohere package and should be used instead. To use it run `pip install -U langchain-cohere` and import as `from langchain_cohere import ChatCohere`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:173: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatDatabricks`.\n",
      "  warn_deprecated(\n",
      "/Users/lramsey/work/ailp/lukmanr-gps-core-solution-services/components/llm_service/.venv/lib/python3.9/site-packages/langchain_community/llms/__init__.py:343: LangChainDeprecationWarning: `` was deprecated in LangChain 0.0.22 and will be removed in 0.2. An updated version of the  exists in the langchain-community package and should be used instead. To use it run `pip install -U langchain-community` and import as `from langchain_community.chat_models import ChatMlflow`.\n",
      "  warn_deprecated(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO: [config/config.py:107 - <module>()] ENABLE_GOOGLE_LLM = True\n",
      "INFO: [config/config.py:108 - <module>()] ENABLE_OPENAI_LLM = True\n",
      "INFO: [config/config.py:109 - <module>()] ENABLE_COHERE_LLM = True\n",
      "INFO: [config/config.py:110 - <module>()] ENABLE_GOOGLE_MODEL_GARDEN = True\n",
      "INFO: [config/config.py:111 - <module>()] ENABLE_TRUSS_LLAMA2 = True\n",
      "INFO: [config/vector_store_config.py:40 - <module>()] Default vector store = [matching_engine]\n",
      "INFO: [config/vector_store_config.py:49 - <module>()] PG_HOST = [127.0.0.1]\n",
      "INFO: [config/vector_store_config.py:50 - <module>()] PG_DBNAME = [pgvector]\n",
      "ERROR: [config/vector_store_config.py:77 - <module>()] Cannot connect to pgvector instance at 127.0.0.1: (psycopg2.OperationalError) connection to server at \"127.0.0.1\", port 5432 failed: Connection refused\n",
      "\tIs the server running on that host and accepting TCP/IP connections?\n",
      "\n",
      "(Background on this error at: https://sqlalche.me/e/20/e3q8)\n",
      "INFO: [config/onedrive_config.py:30 - <module>()] ONEDRIVE_CLIENT_ID = [821b598e-4662-4f63-a858-e57837256e7f]\n",
      "INFO: [config/onedrive_config.py:31 - <module>()] ONEDRIVE_TENANT_ID = [4b9ba20d-5ed9-4ed9-b867-ec77f339bc9c]\n",
      "INFO: [utils/text_helper.py:36 - <module>()] loaded spacy model\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "from typing import List\n",
    "from common.utils.logging_handler import Logger\n",
    "from common.models import QueryEngine\n",
    "from config import (PROJECT_ID,\n",
    "                    ONEDRIVE_CLIENT_ID,\n",
    "                    ONEDRIVE_TENANT_ID,\n",
    "                    ONEDRIVE_CLIENT_SECRET,\n",
    "                    ONEDRIVE_PRINCIPLE_NAME)\n",
    "from llama_index.readers.microsoft_onedrive import OneDriveReader\n",
    "from services.query.data_source import DataSource, DataSourceFile\n",
    "from services.query.sharepoint_datasource import SharePointDataSource\n",
    "from utils.gcs_helper import create_bucket, upload_to_gcs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "599ef16f-13fb-4c5a-9757-c4d7d1a1157f",
   "metadata": {},
   "outputs": [],
   "source": [
    "doc_url = \"shpt:///NASA Demo\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "41a6f9d1-1277-4b0a-9992-59c3c08afa49",
   "metadata": {},
   "outputs": [],
   "source": [
    "from google.cloud import storage\n",
    "storage_client = storage.Client(project=PROJECT_ID)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8bd0f92a-1630-4d48-8933-4d132dd217d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "from common.models import QueryEngine\n",
    "q_engine = QueryEngine.find_by_name(\"Test Sharepoint\")\n",
    "bucket_name = SharePointDataSource.downloads_bucket_name(q_engine)\n",
    "shpt_ds = SharePointDataSource(storage_client, bucket_name=bucket_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "2bea934f-1dae-4b5e-abde-cfb2c95e2b4f",
   "metadata": {},
   "outputs": [],
   "source": [
    "temp_dir = \"/tmp/nasa\"\n",
    "#downloaded_docs = shpt_ds.download_documents(doc_url, temp_dir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "3df3e083-e560-4dd8-9aac-43ed9ada662b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'doc_name': '2021_alphabet_annual_report.pdf',\n",
       " 'src_url': '01YUFKCQTIB3XGNELZLZBJUPVPMBPDBWZ6',\n",
       " 'local_path': '/tmp/nasa/2021_alphabet_annual_report.pdf',\n",
       " 'gcs_path': 'https://storage.googleapis.com/nasa-genie-dev-downloads-vertex-search/2021_alphabet_annual_report.pdf'}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "downloaded_docs[0].__dict__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "30f3d609-0353-4b43-99ae-c851fbd53cb3",
   "metadata": {},
   "outputs": [],
   "source": [
    "downloaded_docs = []\n",
    "\n",
    "# extract folder name from url\n",
    "sharepoint_folder = doc_url.split(\"shpt://\")[1]\n",
    "\n",
    "#if shpt_ds.bucket_name is None:\n",
    "#  Logger.error(\n",
    "#  f\"ERROR: Bucket name for SharepointDataSource {doc_url} not set. \"\n",
    "#  f\"Scraped files not uploaded to Google Cloud Storage\")\n",
    "#else:\n",
    "#  # ensure downloads bucket exists, and clear contents\n",
    "#  create_bucket(shpt_ds.storage_client, shpt_ds.bucket_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "f93002a0-9232-4a07-b6aa-d19a547e54e8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# download files to local storage\n",
    "loader = OneDriveReader(\n",
    "    client_id=ONEDRIVE_CLIENT_ID,\n",
    "    tenant_id=ONEDRIVE_TENANT_ID,\n",
    "    client_secret=ONEDRIVE_CLIENT_SECRET,\n",
    "    userprincipalname=ONEDRIVE_PRINCIPLE_NAME,\n",
    "    folder_path=sharepoint_folder,\n",
    "    recursive=False\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "d8f8bef4-9418-4b01-82b7-af4456189fca",
   "metadata": {},
   "outputs": [],
   "source": [
    "access_token = loader._authenticate_with_msal()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "fdbb3085-eb1d-42f2-9fd0-5a1199f35794",
   "metadata": {},
   "outputs": [],
   "source": [
    "temp_dir = '/tmp/nasa'\n",
    "subfolder_metadata = loader._connect_download_and_return_metadata(\n",
    "    access_token, \n",
    "    temp_dir, \n",
    "    sharepoint_folder, \n",
    "    False, \n",
    "    userprincipalname=ONEDRIVE_PRINCIPLE_NAME,\n",
    "    isRelativePath=True\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "090eb9a7-d147-4bd1-9634-ed066413ae21",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'/tmp/nasa/000-pomeroy_2022_scitech.pdf': {'file_id': '01YUFKCQVA5KQQUDWNZREIXPGMV6ZC2P3C',\n",
       "  'file_name': '000-pomeroy_2022_scitech.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:46Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:46Z'},\n",
       " '/tmp/nasa/19890002013.pdf': {'file_id': '01YUFKCQSDHRS3UBGOOVCKM36B2LAD6G6W',\n",
       "  'file_name': '19890002013.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:45Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:45Z'},\n",
       " '/tmp/nasa/200720-AGU_Abstract-Stough-wdh BP-clean.pdf': {'file_id': '01YUFKCQWTJI2PY72LSNH2RMLLP4GC4LPO',\n",
       "  'file_name': '200720-AGU_Abstract-Stough-wdh BP-clean.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:45Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:45Z'},\n",
       " '/tmp/nasa/20120001771.pdf': {'file_id': '01YUFKCQVCOMQCV4B3JFAYIQ5GUIXEUIC4',\n",
       "  'file_name': '20120001771.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:44Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:44Z'},\n",
       " '/tmp/nasa/20120003042.pdf': {'file_id': '01YUFKCQVMQ3NFXTGXUJGJE3PYUOTPRC6D',\n",
       "  'file_name': '20120003042.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:43Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:43Z'},\n",
       " '/tmp/nasa/20120003880.pdf': {'file_id': '01YUFKCQQW6CYUGNDPHZB2T2M3VQSASW7H',\n",
       "  'file_name': '20120003880.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:44Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:44Z'},\n",
       " '/tmp/nasa/20120014183.pdf': {'file_id': '01YUFKCQRXFH6M3H7P35DIV6T3AEKJ62MH',\n",
       "  'file_name': '20120014183.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:43Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:43Z'},\n",
       " '/tmp/nasa/20120014495.pdf': {'file_id': '01YUFKCQTOXWLKUN26IFF2LEWWVHAC66XS',\n",
       "  'file_name': '20120014495.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:42Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:42Z'},\n",
       " '/tmp/nasa/20120014497.pdf': {'file_id': '01YUFKCQU6CPRSSBUOZZHKY4MLT5BWEWKT',\n",
       "  'file_name': '20120014497.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:39Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:39Z'},\n",
       " '/tmp/nasa/20120015774.pdf': {'file_id': '01YUFKCQU6BYLZDU7R5ZF2YO4J62NM6E56',\n",
       "  'file_name': '20120015774.pdf',\n",
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       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:03Z'},\n",
       " '/tmp/nasa/20200002420.pdf': {'file_id': '01YUFKCQVRVY5M6MWMT5FJH4OUJJOHDX4L',\n",
       "  'file_name': '20200002420.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:02Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:02Z'},\n",
       " '/tmp/nasa/20200005062.pdf': {'file_id': '01YUFKCQRQF5DMWQ64Q5CJSXHGOSDGM5FC',\n",
       "  'file_name': '20200005062.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:02Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:02Z'},\n",
       " '/tmp/nasa/abstract_proposal_GNC_AAS_RGA_RINU_Failure_Study.docx': {'file_id': '01YUFKCQQOUFS5Q7AUPJEL3TPARLIIHGVO',\n",
       "  'file_name': 'abstract_proposal_GNC_AAS_RGA_RINU_Failure_Study.docx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:51Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:51Z'},\n",
       " '/tmp/nasa/AIAA Prop and Energy 2021 Paper.docx': {'file_id': '01YUFKCQT6FMTPPYYXORCK34OS673Q7KVU',\n",
       "  'file_name': 'AIAA Prop and Energy 2021 Paper.docx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:02Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:02Z'},\n",
       " '/tmp/nasa/aiaa-presentation-liftoff_r1.pptx': {'file_id': '01YUFKCQVBI7XUXGSGJFF2UULWKOSGRSLF',\n",
       "  'file_name': 'aiaa-presentation-liftoff_r1.pptx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:49Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:49Z'},\n",
       " '/tmp/nasa/aiaa-presentation-SLSAscentLoads_v3.pdf': {'file_id': '01YUFKCQR7Y7ZJF76INFAIUDGQXRGQR7WK',\n",
       "  'file_name': 'aiaa-presentation-SLSAscentLoads_v3.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:50Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:50Z'},\n",
       " '/tmp/nasa/AISES_poster_presentation[2].pdf': {'file_id': '01YUFKCQVHN4MQUWCEDRBK65CX7IA5JBGC',\n",
       "  'file_name': 'AISES_poster_presentation[2].pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:02Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:02Z'},\n",
       " '/tmp/nasa/ASGSR_poster_presentation.pdf': {'file_id': '01YUFKCQQZH556XMSEXJFYILKJESPPXMYV',\n",
       "  'file_name': 'ASGSR_poster_presentation.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:01Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:01Z'},\n",
       " '/tmp/nasa/DRAFT - ASCEND 2021 SLS Update - 21 Sept 21.docx': {'file_id': '01YUFKCQTA2Q6BZCZCPZEYSD7JT2RTM3MH',\n",
       "  'file_name': 'DRAFT - ASCEND 2021 SLS Update - 21 Sept 21.docx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:00Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:00Z'},\n",
       " '/tmp/nasa/Garner_Roozeboom_SciTech2021Abstract.pdf': {'file_id': '01YUFKCQW3ZTIQSBGJRJDJEPAGN35PYAD5',\n",
       "  'file_name': 'Garner_Roozeboom_SciTech2021Abstract.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:00Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:00Z'},\n",
       " '/tmp/nasa/IMAC2021-UQ-Rev3.pdf': {'file_id': '01YUFKCQU7U6YNUC4CCVDZE4QDGS4THGW2',\n",
       "  'file_name': 'IMAC2021-UQ-Rev3.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:00Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:00Z'},\n",
       " '/tmp/nasa/In-Space_Loads_SciTech.pptx': {'file_id': '01YUFKCQXJVIERQTCYBBGZPMXBIQ2TOTHW',\n",
       "  'file_name': 'In-Space_Loads_SciTech.pptx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:39:00Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:00Z'},\n",
       " '/tmp/nasa/JANNAF_2020_Abstract_CSW_2.docx': {'file_id': '01YUFKCQQVWJD4WIVRK5F2R6MFHDNDLDSG',\n",
       "  'file_name': 'JANNAF_2020_Abstract_CSW_2.docx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:59Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:59Z'},\n",
       " '/tmp/nasa/Liftoff Loads SciTech 2022 abstract v2.docx': {'file_id': '01YUFKCQV4Q4LN67K7HBA33D36K47XLTDX',\n",
       "  'file_name': 'Liftoff Loads SciTech 2022 abstract v2.docx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:59Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:59Z'},\n",
       " '/tmp/nasa/rivord_sc22_presentation.pptx': {'file_id': '01YUFKCQV3IY32CKI5WJB34RR5FTXTNRGZ',\n",
       "  'file_name': 'rivord_sc22_presentation.pptx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:48Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:39:00Z'},\n",
       " '/tmp/nasa/Russell_AAS_Friction_flat.pdf': {'file_id': '01YUFKCQWBSEZUCSIDOFEJWUFXCMCIK2GW',\n",
       "  'file_name': 'Russell_AAS_Friction_flat.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:58Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:58Z'},\n",
       " '/tmp/nasa/SciTech_SMAT_SLS.pdf': {'file_id': '01YUFKCQRW4ZDTZGYN25EKJ6OKI5QYSNWE',\n",
       "  'file_name': 'SciTech_SMAT_SLS.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:53Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:58Z'},\n",
       " '/tmp/nasa/SCLV_2022_SLS_Multibody_Rev1.pdf': {'file_id': '01YUFKCQRZ7D4ORZGCBND342XMJAR2RXSC',\n",
       "  'file_name': 'SCLV_2022_SLS_Multibody_Rev1.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:57Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:57Z'},\n",
       " '/tmp/nasa/SLS CPL TIM Draft Charts final.pptx': {'file_id': '01YUFKCQTNTOIPY26DIRAYYNIZXETZEKMZ',\n",
       "  'file_name': 'SLS CPL TIM Draft Charts final.pptx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:58Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:58Z'},\n",
       " '/tmp/nasa/SLS Engine Out Paper.pdf': {'file_id': '01YUFKCQRHZH6KNNOGFRGYTT3ANTDGCL22',\n",
       "  'file_name': 'SLS Engine Out Paper.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:56Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:56Z'},\n",
       " '/tmp/nasa/SLS Liftoff Loads SciTech_v3.docx': {'file_id': '01YUFKCQWOSA7U6WKCMBAJJDNIDEQWTI3Q',\n",
       "  'file_name': 'SLS Liftoff Loads SciTech_v3.docx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:55Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:55Z'},\n",
       " '/tmp/nasa/SLS_AscentLoads_SciTech2022_v3.docx': {'file_id': '01YUFKCQTNF3OUOADOWJCY3ZG3WUJHSIZO',\n",
       "  'file_name': 'SLS_AscentLoads_SciTech2022_v3.docx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:55Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:55Z'},\n",
       " '/tmp/nasa/t657_ml2_results_scitech_2023_final_v1.pdf': {'file_id': '01YUFKCQSAX342BVEU25F2ZXSSRRAONPKT',\n",
       "  'file_name': 't657_ml2_results_scitech_2023_final_v1.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:48Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:54Z'},\n",
       " '/tmp/nasa/TM20210011234.pdf': {'file_id': '01YUFKCQWCNEQJU4DVMVAJMTLW4YEW52YO',\n",
       "  'file_name': 'TM20210011234.pdf',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:52Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:52Z'},\n",
       " '/tmp/nasa/updated AIAA ASCEND 2020 Exergy v02 - paper.docx': {'file_id': '01YUFKCQRX6WJVY64YMFA3QAJZVCY4UOID',\n",
       "  'file_name': 'updated AIAA ASCEND 2020 Exergy v02 - paper.docx',\n",
       "  'created_by_user': 'Lav Jain',\n",
       "  'created_by_app': None,\n",
       "  'created_dateTime': '2024-04-10T15:38:49Z',\n",
       "  'last_modified_by_user': 'Lav Jain',\n",
       "  'last_modified_by_app': None,\n",
       "  'last_modified_datetime': '2024-04-10T15:38:49Z'}}"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "subfolder_metadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "11c44ad5-4500-42c9-9502-a481322d96df",
   "metadata": {},
   "outputs": [],
   "source": [
    "files = [a for a in subfolder_metadata]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "2c2765dc-536e-438f-88be-d941d14a2bbb",
   "metadata": {},
   "outputs": [],
   "source": [
    "bucket = storage_client.get_bucket(bucket_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "c6e1f06f-d235-46aa-aaab-88e4c3c5c94e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Bucket: nasa-public-bucket-test>"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bucket"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "7d6043d9-cdff-4a88-b704-d3e74e52aabf",
   "metadata": {},
   "outputs": [],
   "source": [
    "def set_bucket_public_iam(\n",
    "    storage_client: storage.Client,\n",
    "    bucket_name: str,\n",
    "    members: List[str] = [\"allUsers\"],\n",
    "):\n",
    "  \"\"\"Set a public IAM Policy to bucket\"\"\"\n",
    "  bucket = storage_client.bucket(bucket_name)\n",
    "  policy = bucket.get_iam_policy(requested_policy_version=3)\n",
    "  policy.bindings.append(\n",
    "      {\"role\": \"roles/storage.objectViewer\", \"members\": members}\n",
    "  )\n",
    "  bucket.set_iam_policy(policy)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "f567e839-c888-44fd-b1a2-b710edb151d6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/tmp/nasa/updated AIAA ASCEND 2020 Exergy v02 - paper.docx'"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "files[-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "5313b403-168c-4078-be2c-7b8727aeb5fe",
   "metadata": {},
   "outputs": [],
   "source": [
    "blob = bucket.blob(\"updated AIAA ASCEND 2020 Exergy v02 - paper.docx\")\n",
    "blob.upload_from_filename(files[-1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "6f029250-3815-4583-9cb9-0ed08d93208a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Bucket: nasa-public-bucket-test3>"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bucket_name = \"nasa-public-bucket-test3\"\n",
    "storage_client.create_bucket(bucket_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "b6d81245-3ba1-4e59-9470-6669e3d8904f",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_bucket_public_iam(storage_client, bucket_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "95d36a37-2638-407a-beb7-701e5d47b5ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "bucket = storage_client.get_bucket(bucket_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "f72522a6-1b3b-47a6-8746-3d875b077886",
   "metadata": {},
   "outputs": [],
   "source": [
    "filename = \"updated AIAA ASCEND 2020 Exergy v02 - paper.docx\"\n",
    "filepath = files[-1]\n",
    "blob = bucket.blob(filename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "1f2d115e-abbc-4f1c-b49f-c09d99147538",
   "metadata": {},
   "outputs": [],
   "source": [
    "blob.upload_from_filename(filepath)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b7baf99a-26ea-4362-91f1-a766869a5b6e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "language_info": {
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